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omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestGatherDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestGather
Test node to test out the effects of vectorization.
"""
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
import carb
import numpy
class OgnTestGatherDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestGather
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.base_name
inputs.num_instances
Outputs:
outputs.gathered_paths
outputs.rotations
"""
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:base_name', 'token', 0, None, 'The base name of the pattern to match', {ogn.MetadataKeys.DEFAULT: '""'}, True, '', False, ''),
('inputs:num_instances', 'int', 0, None, 'How many instances are involved', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('outputs:gathered_paths', 'token[]', 0, None, 'The paths of the gathered objects', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
('outputs:rotations', 'double3[]', 0, None, 'The rotations of the gathered points', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = {"base_name", "num_instances", "_setting_locked", "_batchedReadAttributes", "_batchedReadValues"}
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = [self._attributes.base_name, self._attributes.num_instances]
self._batchedReadValues = ["", 1]
@property
def base_name(self):
return self._batchedReadValues[0]
@base_name.setter
def base_name(self, value):
self._batchedReadValues[0] = value
@property
def num_instances(self):
return self._batchedReadValues[1]
@num_instances.setter
def num_instances(self, value):
self._batchedReadValues[1] = value
def __getattr__(self, item: str):
if item in self.LOCAL_PROPERTY_NAMES:
return object.__getattribute__(self, item)
else:
return super().__getattr__(item)
def __setattr__(self, item: str, new_value):
if item in self.LOCAL_PROPERTY_NAMES:
object.__setattr__(self, item, new_value)
else:
super().__setattr__(item, new_value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.gathered_paths_size = 0
self.rotations_size = 0
self._batchedWriteValues = { }
@property
def gathered_paths(self):
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
return data_view.get(reserved_element_count=self.gathered_paths_size)
@gathered_paths.setter
def gathered_paths(self, value):
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
data_view.set(value)
self.gathered_paths_size = data_view.get_array_size()
@property
def rotations(self):
data_view = og.AttributeValueHelper(self._attributes.rotations)
return data_view.get(reserved_element_count=self.rotations_size)
@rotations.setter
def rotations(self, value):
data_view = og.AttributeValueHelper(self._attributes.rotations)
data_view.set(value)
self.rotations_size = data_view.get_array_size()
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestGatherDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestGatherDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestGatherDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 6,560 | Python | 49.083969 | 147 | 0.653506 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnDecomposeDouble3CDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.DecomposeDouble3C
Example node that takes in a double[3] and outputs scalars that are its components
"""
import carb
import numpy
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnDecomposeDouble3CDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.DecomposeDouble3C
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.double3
Outputs:
outputs.x
outputs.y
outputs.z
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:double3', 'double3', 0, None, 'Input to decompose', {ogn.MetadataKeys.DEFAULT: '[0, 0, 0]'}, True, [0, 0, 0], False, ''),
('outputs:x', 'double', 0, None, 'The x component of the input', {}, True, None, False, ''),
('outputs:y', 'double', 0, None, 'The y component of the input', {}, True, None, False, ''),
('outputs:z', 'double', 0, None, 'The z component of the input', {}, True, None, False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def double3(self):
data_view = og.AttributeValueHelper(self._attributes.double3)
return data_view.get()
@double3.setter
def double3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.double3)
data_view = og.AttributeValueHelper(self._attributes.double3)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
@property
def x(self):
data_view = og.AttributeValueHelper(self._attributes.x)
return data_view.get()
@x.setter
def x(self, value):
data_view = og.AttributeValueHelper(self._attributes.x)
data_view.set(value)
@property
def y(self):
data_view = og.AttributeValueHelper(self._attributes.y)
return data_view.get()
@y.setter
def y(self, value):
data_view = og.AttributeValueHelper(self._attributes.y)
data_view.set(value)
@property
def z(self):
data_view = og.AttributeValueHelper(self._attributes.z)
return data_view.get()
@z.setter
def z(self, value):
data_view = og.AttributeValueHelper(self._attributes.z)
data_view.set(value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnDecomposeDouble3CDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnDecomposeDouble3CDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnDecomposeDouble3CDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 5,913 | Python | 42.807407 | 138 | 0.651108 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnComputeErrorCppDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.ComputeErrorCpp
Generates a customizable error during its compute(), for testing purposes. C++ version.
"""
import carb
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnComputeErrorCppDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.ComputeErrorCpp
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.deprecatedInInit
inputs.deprecatedInOgn
inputs.dummyIn
inputs.failCompute
inputs.message
inputs.severity
Outputs:
outputs.dummyOut
Predefined Tokens:
tokens.none
tokens.warning
tokens.error
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:deprecatedInInit', 'float', 0, None, "Attribute which has been deprecated in the node's initialization code.", {}, True, 0.0, False, ''),
('inputs:deprecatedInOgn', 'float', 0, None, 'Attribute which has been deprecated here in the .ogn file.', {}, True, 0.0, True, "Use 'dummyIn' instead."),
('inputs:dummyIn', 'int', 0, None, 'Dummy value to be copied to the output.', {ogn.MetadataKeys.DEFAULT: '0'}, True, 0, False, ''),
('inputs:failCompute', 'bool', 0, None, 'If true, the compute() call will return failure to the evaluator.', {ogn.MetadataKeys.DEFAULT: 'false'}, True, False, False, ''),
('inputs:message', 'string', 0, None, 'Text of the error message.', {}, True, "", False, ''),
('inputs:severity', 'token', 0, None, "Severity of the error. 'none' disables the error.", {ogn.MetadataKeys.ALLOWED_TOKENS: 'none,warning,error', ogn.MetadataKeys.ALLOWED_TOKENS_RAW: '["none", "warning", "error"]', ogn.MetadataKeys.DEFAULT: '"none"'}, True, "none", False, ''),
('outputs:dummyOut', 'int', 0, None, "Value copied from 'dummyIn'", {ogn.MetadataKeys.DEFAULT: '0'}, True, 0, False, ''),
])
class tokens:
none = "none"
warning = "warning"
error = "error"
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.message = og.AttributeRole.TEXT
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def deprecatedInInit(self):
data_view = og.AttributeValueHelper(self._attributes.deprecatedInInit)
return data_view.get()
@deprecatedInInit.setter
def deprecatedInInit(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.deprecatedInInit)
data_view = og.AttributeValueHelper(self._attributes.deprecatedInInit)
data_view.set(value)
@property
def deprecatedInOgn(self):
data_view = og.AttributeValueHelper(self._attributes.deprecatedInOgn)
return data_view.get()
@deprecatedInOgn.setter
def deprecatedInOgn(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.deprecatedInOgn)
data_view = og.AttributeValueHelper(self._attributes.deprecatedInOgn)
data_view.set(value)
@property
def dummyIn(self):
data_view = og.AttributeValueHelper(self._attributes.dummyIn)
return data_view.get()
@dummyIn.setter
def dummyIn(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.dummyIn)
data_view = og.AttributeValueHelper(self._attributes.dummyIn)
data_view.set(value)
@property
def failCompute(self):
data_view = og.AttributeValueHelper(self._attributes.failCompute)
return data_view.get()
@failCompute.setter
def failCompute(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.failCompute)
data_view = og.AttributeValueHelper(self._attributes.failCompute)
data_view.set(value)
@property
def message(self):
data_view = og.AttributeValueHelper(self._attributes.message)
return data_view.get()
@message.setter
def message(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.message)
data_view = og.AttributeValueHelper(self._attributes.message)
data_view.set(value)
self.message_size = data_view.get_array_size()
@property
def severity(self):
data_view = og.AttributeValueHelper(self._attributes.severity)
return data_view.get()
@severity.setter
def severity(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.severity)
data_view = og.AttributeValueHelper(self._attributes.severity)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
@property
def dummyOut(self):
data_view = og.AttributeValueHelper(self._attributes.dummyOut)
return data_view.get()
@dummyOut.setter
def dummyOut(self, value):
data_view = og.AttributeValueHelper(self._attributes.dummyOut)
data_view.set(value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnComputeErrorCppDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnComputeErrorCppDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnComputeErrorCppDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 8,936 | Python | 44.136363 | 286 | 0.648389 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestGatherRandomRotationsDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestGatherRandomRotations
A sample node that gathers (vectorizes) a bunch of translations and rotations for OmniHydra. It lays out the objects in
a grid and assigns a random value for the rotation
"""
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
import carb
class OgnTestGatherRandomRotationsDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestGatherRandomRotations
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.bucketIds
"""
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:bucketIds', 'uint64', 0, None, 'bucketIds of the buckets involved in the gather', {ogn.MetadataKeys.DEFAULT: '0'}, True, 0, False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = {"bucketIds", "_setting_locked", "_batchedReadAttributes", "_batchedReadValues"}
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = [self._attributes.bucketIds]
self._batchedReadValues = [0]
@property
def bucketIds(self):
return self._batchedReadValues[0]
@bucketIds.setter
def bucketIds(self, value):
self._batchedReadValues[0] = value
def __getattr__(self, item: str):
if item in self.LOCAL_PROPERTY_NAMES:
return object.__getattribute__(self, item)
else:
return super().__getattr__(item)
def __setattr__(self, item: str, new_value):
if item in self.LOCAL_PROPERTY_NAMES:
object.__setattr__(self, item, new_value)
else:
super().__setattr__(item, new_value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestGatherRandomRotationsDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestGatherRandomRotationsDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestGatherRandomRotationsDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 4,969 | Python | 53.021739 | 152 | 0.680217 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestAllDataTypesDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestAllDataTypes
This node is meant to exercise data access for all available data types, including all legal combinations of tuples, arrays,
and bundle members. This node definition is a duplicate of OgnTestAllDataTypesPy.ogn, except the implementation language
is C++.
"""
import carb
import numpy
import usdrt
import carb
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestAllDataTypesDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestAllDataTypes
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.a_bool
inputs.a_bool_array
inputs.a_bundle
inputs.a_colord_3
inputs.a_colord_3_array
inputs.a_colord_4
inputs.a_colord_4_array
inputs.a_colorf_3
inputs.a_colorf_3_array
inputs.a_colorf_4
inputs.a_colorf_4_array
inputs.a_colorh_3
inputs.a_colorh_3_array
inputs.a_colorh_4
inputs.a_colorh_4_array
inputs.a_double
inputs.a_double_2
inputs.a_double_2_array
inputs.a_double_3
inputs.a_double_3_array
inputs.a_double_4
inputs.a_double_4_array
inputs.a_double_array
inputs.a_execution
inputs.a_float
inputs.a_float_2
inputs.a_float_2_array
inputs.a_float_3
inputs.a_float_3_array
inputs.a_float_4
inputs.a_float_4_array
inputs.a_float_array
inputs.a_frame_4
inputs.a_frame_4_array
inputs.a_half
inputs.a_half_2
inputs.a_half_2_array
inputs.a_half_3
inputs.a_half_3_array
inputs.a_half_4
inputs.a_half_4_array
inputs.a_half_array
inputs.a_int
inputs.a_int64
inputs.a_int64_array
inputs.a_int_2
inputs.a_int_2_array
inputs.a_int_3
inputs.a_int_3_array
inputs.a_int_4
inputs.a_int_4_array
inputs.a_int_array
inputs.a_matrixd_2
inputs.a_matrixd_2_array
inputs.a_matrixd_3
inputs.a_matrixd_3_array
inputs.a_matrixd_4
inputs.a_matrixd_4_array
inputs.a_normald_3
inputs.a_normald_3_array
inputs.a_normalf_3
inputs.a_normalf_3_array
inputs.a_normalh_3
inputs.a_normalh_3_array
inputs.a_objectId
inputs.a_objectId_array
inputs.a_path
inputs.a_pointd_3
inputs.a_pointd_3_array
inputs.a_pointf_3
inputs.a_pointf_3_array
inputs.a_pointh_3
inputs.a_pointh_3_array
inputs.a_quatd_4
inputs.a_quatd_4_array
inputs.a_quatf_4
inputs.a_quatf_4_array
inputs.a_quath_4
inputs.a_quath_4_array
inputs.a_string
inputs.a_target
inputs.a_texcoordd_2
inputs.a_texcoordd_2_array
inputs.a_texcoordd_3
inputs.a_texcoordd_3_array
inputs.a_texcoordf_2
inputs.a_texcoordf_2_array
inputs.a_texcoordf_3
inputs.a_texcoordf_3_array
inputs.a_texcoordh_2
inputs.a_texcoordh_2_array
inputs.a_texcoordh_3
inputs.a_texcoordh_3_array
inputs.a_timecode
inputs.a_timecode_array
inputs.a_token
inputs.a_token_array
inputs.a_uchar
inputs.a_uchar_array
inputs.a_uint
inputs.a_uint64
inputs.a_uint64_array
inputs.a_uint_array
inputs.a_vectord_3
inputs.a_vectord_3_array
inputs.a_vectorf_3
inputs.a_vectorf_3_array
inputs.a_vectorh_3
inputs.a_vectorh_3_array
inputs.doNotCompute
Outputs:
outputs.a_bool
outputs.a_bool_array
outputs.a_bundle
outputs.a_colord_3
outputs.a_colord_3_array
outputs.a_colord_4
outputs.a_colord_4_array
outputs.a_colorf_3
outputs.a_colorf_3_array
outputs.a_colorf_4
outputs.a_colorf_4_array
outputs.a_colorh_3
outputs.a_colorh_3_array
outputs.a_colorh_4
outputs.a_colorh_4_array
outputs.a_double
outputs.a_double_2
outputs.a_double_2_array
outputs.a_double_3
outputs.a_double_3_array
outputs.a_double_4
outputs.a_double_4_array
outputs.a_double_array
outputs.a_execution
outputs.a_float
outputs.a_float_2
outputs.a_float_2_array
outputs.a_float_3
outputs.a_float_3_array
outputs.a_float_4
outputs.a_float_4_array
outputs.a_float_array
outputs.a_frame_4
outputs.a_frame_4_array
outputs.a_half
outputs.a_half_2
outputs.a_half_2_array
outputs.a_half_3
outputs.a_half_3_array
outputs.a_half_4
outputs.a_half_4_array
outputs.a_half_array
outputs.a_int
outputs.a_int64
outputs.a_int64_array
outputs.a_int_2
outputs.a_int_2_array
outputs.a_int_3
outputs.a_int_3_array
outputs.a_int_4
outputs.a_int_4_array
outputs.a_int_array
outputs.a_matrixd_2
outputs.a_matrixd_2_array
outputs.a_matrixd_3
outputs.a_matrixd_3_array
outputs.a_matrixd_4
outputs.a_matrixd_4_array
outputs.a_normald_3
outputs.a_normald_3_array
outputs.a_normalf_3
outputs.a_normalf_3_array
outputs.a_normalh_3
outputs.a_normalh_3_array
outputs.a_objectId
outputs.a_objectId_array
outputs.a_path
outputs.a_pointd_3
outputs.a_pointd_3_array
outputs.a_pointf_3
outputs.a_pointf_3_array
outputs.a_pointh_3
outputs.a_pointh_3_array
outputs.a_quatd_4
outputs.a_quatd_4_array
outputs.a_quatf_4
outputs.a_quatf_4_array
outputs.a_quath_4
outputs.a_quath_4_array
outputs.a_string
outputs.a_target
outputs.a_texcoordd_2
outputs.a_texcoordd_2_array
outputs.a_texcoordd_3
outputs.a_texcoordd_3_array
outputs.a_texcoordf_2
outputs.a_texcoordf_2_array
outputs.a_texcoordf_3
outputs.a_texcoordf_3_array
outputs.a_texcoordh_2
outputs.a_texcoordh_2_array
outputs.a_texcoordh_3
outputs.a_texcoordh_3_array
outputs.a_timecode
outputs.a_timecode_array
outputs.a_token
outputs.a_token_array
outputs.a_uchar
outputs.a_uchar_array
outputs.a_uint
outputs.a_uint64
outputs.a_uint64_array
outputs.a_uint_array
outputs.a_vectord_3
outputs.a_vectord_3_array
outputs.a_vectorf_3
outputs.a_vectorf_3_array
outputs.a_vectorh_3
outputs.a_vectorh_3_array
State:
state.a_bool
state.a_bool_array
state.a_bundle
state.a_colord_3
state.a_colord_3_array
state.a_colord_4
state.a_colord_4_array
state.a_colorf_3
state.a_colorf_3_array
state.a_colorf_4
state.a_colorf_4_array
state.a_colorh_3
state.a_colorh_3_array
state.a_colorh_4
state.a_colorh_4_array
state.a_double
state.a_double_2
state.a_double_2_array
state.a_double_3
state.a_double_3_array
state.a_double_4
state.a_double_4_array
state.a_double_array
state.a_execution
state.a_firstEvaluation
state.a_float
state.a_float_2
state.a_float_2_array
state.a_float_3
state.a_float_3_array
state.a_float_4
state.a_float_4_array
state.a_float_array
state.a_frame_4
state.a_frame_4_array
state.a_half
state.a_half_2
state.a_half_2_array
state.a_half_3
state.a_half_3_array
state.a_half_4
state.a_half_4_array
state.a_half_array
state.a_int
state.a_int64
state.a_int64_array
state.a_int_2
state.a_int_2_array
state.a_int_3
state.a_int_3_array
state.a_int_4
state.a_int_4_array
state.a_int_array
state.a_matrixd_2
state.a_matrixd_2_array
state.a_matrixd_3
state.a_matrixd_3_array
state.a_matrixd_4
state.a_matrixd_4_array
state.a_normald_3
state.a_normald_3_array
state.a_normalf_3
state.a_normalf_3_array
state.a_normalh_3
state.a_normalh_3_array
state.a_objectId
state.a_objectId_array
state.a_path
state.a_pointd_3
state.a_pointd_3_array
state.a_pointf_3
state.a_pointf_3_array
state.a_pointh_3
state.a_pointh_3_array
state.a_quatd_4
state.a_quatd_4_array
state.a_quatf_4
state.a_quatf_4_array
state.a_quath_4
state.a_quath_4_array
state.a_string
state.a_stringEmpty
state.a_target
state.a_texcoordd_2
state.a_texcoordd_2_array
state.a_texcoordd_3
state.a_texcoordd_3_array
state.a_texcoordf_2
state.a_texcoordf_2_array
state.a_texcoordf_3
state.a_texcoordf_3_array
state.a_texcoordh_2
state.a_texcoordh_2_array
state.a_texcoordh_3
state.a_texcoordh_3_array
state.a_timecode
state.a_timecode_array
state.a_token
state.a_token_array
state.a_uchar
state.a_uchar_array
state.a_uint
state.a_uint64
state.a_uint64_array
state.a_uint_array
state.a_vectord_3
state.a_vectord_3_array
state.a_vectorf_3
state.a_vectorf_3_array
state.a_vectorh_3
state.a_vectorh_3_array
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:a_bool', 'bool', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: 'false'}, True, False, False, ''),
('inputs:a_bool_array', 'bool[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[false, true]'}, True, [False, True], False, ''),
('inputs:a_bundle', 'bundle', 0, None, 'Input Attribute', {}, False, None, False, ''),
('inputs:a_colord_3', 'color3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_colord_3_array', 'color3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_colord_4', 'color4d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_colord_4_array', 'color4d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_colorf_3', 'color3f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_colorf_3_array', 'color3f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_colorf_4', 'color4f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_colorf_4_array', 'color4f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_colorh_3', 'color3h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_colorh_3_array', 'color3h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_colorh_4', 'color4h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_colorh_4_array', 'color4h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_double', 'double', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1.0'}, True, 1.0, False, ''),
('inputs:a_double_2', 'double2', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_double_2_array', 'double2[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_double_3', 'double3', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_double_3_array', 'double3[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_double_4', 'double4', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_double_4_array', 'double4[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_double_array', 'double[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_execution', 'execution', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_float', 'float', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1.0'}, True, 1.0, False, ''),
('inputs:a_float_2', 'float2', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_float_2_array', 'float2[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_float_3', 'float3', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_float_3_array', 'float3[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_float_4', 'float4', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_float_4_array', 'float4[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_float_array', 'float[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_frame_4', 'frame4d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], False, ''),
('inputs:a_frame_4_array', 'frame4d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]'}, True, [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]], False, ''),
('inputs:a_half', 'half', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1.0'}, True, 1.0, False, ''),
('inputs:a_half_2', 'half2', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_half_2_array', 'half2[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_half_3', 'half3', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_half_3_array', 'half3[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_half_4', 'half4', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_half_4_array', 'half4[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_half_array', 'half[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_int', 'int', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_int64', 'int64', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '12345'}, True, 12345, False, ''),
('inputs:a_int64_array', 'int64[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[12345, 23456]'}, True, [12345, 23456], False, ''),
('inputs:a_int_2', 'int2', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_int_2_array', 'int2[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2], [3, 4]]'}, True, [[1, 2], [3, 4]], False, ''),
('inputs:a_int_3', 'int3', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3]'}, True, [1, 2, 3], False, ''),
('inputs:a_int_3_array', 'int3[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3], [4, 5, 6]]'}, True, [[1, 2, 3], [4, 5, 6]], False, ''),
('inputs:a_int_4', 'int4', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3, 4]'}, True, [1, 2, 3, 4], False, ''),
('inputs:a_int_4_array', 'int4[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3, 4], [5, 6, 7, 8]]'}, True, [[1, 2, 3, 4], [5, 6, 7, 8]], False, ''),
('inputs:a_int_array', 'int[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_matrixd_2', 'matrix2d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [3.0, 4.0]]'}, True, [[1.0, 2.0], [3.0, 4.0]], False, ''),
('inputs:a_matrixd_2_array', 'matrix2d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.0, 2.0], [3.0, 4.0]], [[11.0, 12.0], [13.0, 14.0]]]'}, True, [[[1.0, 2.0], [3.0, 4.0]], [[11.0, 12.0], [13.0, 14.0]]], False, ''),
('inputs:a_matrixd_3', 'matrix3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]]'}, True, [[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]], False, ''),
('inputs:a_matrixd_3_array', 'matrix3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]], [[11.0, 12.0, 13.0], [14.0, 15.0, 16.0], [17.0, 18.0, 19.0]]]'}, True, [[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]], [[11.0, 12.0, 13.0], [14.0, 15.0, 16.0], [17.0, 18.0, 19.0]]], False, ''),
('inputs:a_matrixd_4', 'matrix4d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], False, ''),
('inputs:a_matrixd_4_array', 'matrix4d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]'}, True, [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]], False, ''),
('inputs:a_normald_3', 'normal3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_normald_3_array', 'normal3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_normalf_3', 'normal3f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_normalf_3_array', 'normal3f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_normalh_3', 'normal3h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_normalh_3_array', 'normal3h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_objectId', 'objectId', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_objectId_array', 'objectId[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_path', 'path', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '"/Input"'}, True, "/Input", False, ''),
('inputs:a_pointd_3', 'point3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_pointd_3_array', 'point3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_pointf_3', 'point3f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_pointf_3_array', 'point3f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_pointh_3', 'point3h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_pointh_3_array', 'point3h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_quatd_4', 'quatd', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_quatd_4_array', 'quatd[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_quatf_4', 'quatf', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_quatf_4_array', 'quatf[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_quath_4', 'quath', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0, 4.0]'}, True, [1.0, 2.0, 3.0, 4.0], False, ''),
('inputs:a_quath_4_array', 'quath[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]'}, True, [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False, ''),
('inputs:a_string', 'string', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '"Rey\\n\\"Palpatine\\" Skywalker"'}, True, "Rey\n\"Palpatine\" Skywalker", False, ''),
('inputs:a_target', 'target', 0, None, 'Input Attribute', {ogn.MetadataKeys.ALLOW_MULTI_INPUTS: '1'}, True, [], False, ''),
('inputs:a_texcoordd_2', 'texCoord2d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_texcoordd_2_array', 'texCoord2d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_texcoordd_3', 'texCoord3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_texcoordd_3_array', 'texCoord3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_texcoordf_2', 'texCoord2f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_texcoordf_2_array', 'texCoord2f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_texcoordf_3', 'texCoord3f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_texcoordf_3_array', 'texCoord3f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_texcoordh_2', 'texCoord2h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_texcoordh_2_array', 'texCoord2h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0], [11.0, 12.0]]'}, True, [[1.0, 2.0], [11.0, 12.0]], False, ''),
('inputs:a_texcoordh_3', 'texCoord3h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_texcoordh_3_array', 'texCoord3h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_timecode', 'timecode', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1.0'}, True, 1.0, False, ''),
('inputs:a_timecode_array', 'timecode[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0]'}, True, [1.0, 2.0], False, ''),
('inputs:a_token', 'token', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '"Sith\\nLord"'}, True, "Sith\nLord", False, ''),
('inputs:a_token_array', 'token[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '["Kylo\\n\\"The Putz\\"", "Ren"]'}, True, ['Kylo\n"The Putz"', 'Ren'], False, ''),
('inputs:a_uchar', 'uchar', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_uchar_array', 'uchar[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_uint', 'uint', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_uint64', 'uint64', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('inputs:a_uint64_array', 'uint64[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_uint_array', 'uint[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('inputs:a_vectord_3', 'vector3d', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_vectord_3_array', 'vector3d[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_vectorf_3', 'vector3f', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_vectorf_3_array', 'vector3f[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:a_vectorh_3', 'vector3h', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[1.0, 2.0, 3.0]'}, True, [1.0, 2.0, 3.0], False, ''),
('inputs:a_vectorh_3_array', 'vector3h[]', 0, None, 'Input Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]'}, True, [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False, ''),
('inputs:doNotCompute', 'bool', 0, None, 'Prevent the compute from running', {ogn.MetadataKeys.DEFAULT: 'true'}, True, True, False, ''),
('outputs:a_bool', 'bool', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: 'true'}, True, True, False, ''),
('outputs:a_bool_array', 'bool[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[true, false]'}, True, [True, False], False, ''),
('outputs:a_bundle', 'bundle', 0, None, 'Computed Attribute', {}, True, None, False, ''),
('outputs:a_colord_3', 'color3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_colord_3_array', 'color3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_colord_4', 'color4d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_colord_4_array', 'color4d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_colorf_3', 'color3f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_colorf_3_array', 'color3f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_colorf_4', 'color4f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_colorf_4_array', 'color4f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_colorh_3', 'color3h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_colorh_3_array', 'color3h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_colorh_4', 'color4h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_colorh_4_array', 'color4h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_double', 'double', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('outputs:a_double_2', 'double2', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_double_2_array', 'double2[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_double_3', 'double3', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_double_3_array', 'double3[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_double_4', 'double4', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_double_4_array', 'double4[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_double_array', 'double[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_execution', 'execution', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('outputs:a_float', 'float', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('outputs:a_float_2', 'float2', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_float_2_array', 'float2[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_float_3', 'float3', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_float_3_array', 'float3[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_float_4', 'float4', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_float_4_array', 'float4[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_float_array', 'float[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_frame_4', 'frame4d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], False, ''),
('outputs:a_frame_4_array', 'frame4d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]]'}, True, [[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]], False, ''),
('outputs:a_half', 'half', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('outputs:a_half_2', 'half2', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_half_2_array', 'half2[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_half_3', 'half3', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_half_3_array', 'half3[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_half_4', 'half4', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_half_4_array', 'half4[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_half_array', 'half[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_int', 'int', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('outputs:a_int64', 'int64', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '12345'}, True, 12345, False, ''),
('outputs:a_int64_array', 'int64[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[12345, 23456]'}, True, [12345, 23456], False, ''),
('outputs:a_int_2', 'int2', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('outputs:a_int_2_array', 'int2[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2], [3, 4]]'}, True, [[1, 2], [3, 4]], False, ''),
('outputs:a_int_3', 'int3', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3]'}, True, [1, 2, 3], False, ''),
('outputs:a_int_3_array', 'int3[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3], [4, 5, 6]]'}, True, [[1, 2, 3], [4, 5, 6]], False, ''),
('outputs:a_int_4', 'int4', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3, 4]'}, True, [1, 2, 3, 4], False, ''),
('outputs:a_int_4_array', 'int4[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3, 4], [5, 6, 7, 8]]'}, True, [[1, 2, 3, 4], [5, 6, 7, 8]], False, ''),
('outputs:a_int_array', 'int[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('outputs:a_matrixd_2', 'matrix2d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [3.5, 4.5]]'}, True, [[1.5, 2.5], [3.5, 4.5]], False, ''),
('outputs:a_matrixd_2_array', 'matrix2d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5], [3.5, 4.5]], [[11.5, 12.5], [13.5, 14.5]]]'}, True, [[[1.5, 2.5], [3.5, 4.5]], [[11.5, 12.5], [13.5, 14.5]]], False, ''),
('outputs:a_matrixd_3', 'matrix3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]]'}, True, [[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], False, ''),
('outputs:a_matrixd_3_array', 'matrix3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], [[11.5, 12.5, 13.5], [14.5, 15.5, 16.5], [17.5, 18.5, 19.5]]]'}, True, [[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], [[11.5, 12.5, 13.5], [14.5, 15.5, 16.5], [17.5, 18.5, 19.5]]], False, ''),
('outputs:a_matrixd_4', 'matrix4d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], False, ''),
('outputs:a_matrixd_4_array', 'matrix4d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]]'}, True, [[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]], False, ''),
('outputs:a_normald_3', 'normal3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_normald_3_array', 'normal3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_normalf_3', 'normal3f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_normalf_3_array', 'normal3f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_normalh_3', 'normal3h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_normalh_3_array', 'normal3h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_objectId', 'objectId', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('outputs:a_objectId_array', 'objectId[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('outputs:a_path', 'path', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '"/Output"'}, True, "/Output", False, ''),
('outputs:a_pointd_3', 'point3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_pointd_3_array', 'point3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_pointf_3', 'point3f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_pointf_3_array', 'point3f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_pointh_3', 'point3h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_pointh_3_array', 'point3h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_quatd_4', 'quatd', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_quatd_4_array', 'quatd[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_quatf_4', 'quatf', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_quatf_4_array', 'quatf[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_quath_4', 'quath', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('outputs:a_quath_4_array', 'quath[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('outputs:a_string', 'string', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '"Emperor\\n\\"Half\\" Snoke"'}, True, "Emperor\n\"Half\" Snoke", False, ''),
('outputs:a_target', 'target', 0, None, 'Computed Attribute', {}, True, [], False, ''),
('outputs:a_texcoordd_2', 'texCoord2d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_texcoordd_2_array', 'texCoord2d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_texcoordd_3', 'texCoord3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_texcoordd_3_array', 'texCoord3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_texcoordf_2', 'texCoord2f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_texcoordf_2_array', 'texCoord2f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_texcoordf_3', 'texCoord3f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_texcoordf_3_array', 'texCoord3f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_texcoordh_2', 'texCoord2h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('outputs:a_texcoordh_2_array', 'texCoord2h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('outputs:a_texcoordh_3', 'texCoord3h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_texcoordh_3_array', 'texCoord3h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_timecode', 'timecode', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2.5'}, True, 2.5, False, ''),
('outputs:a_timecode_array', 'timecode[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[2.5, 3.5]'}, True, [2.5, 3.5], False, ''),
('outputs:a_token', 'token', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '"Jedi\\nMaster"'}, True, "Jedi\nMaster", False, ''),
('outputs:a_token_array', 'token[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '["Luke\\n\\"Whiner\\"", "Skywalker"]'}, True, ['Luke\n"Whiner"', 'Skywalker'], False, ''),
('outputs:a_uchar', 'uchar', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('outputs:a_uchar_array', 'uchar[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('outputs:a_uint', 'uint', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('outputs:a_uint64', 'uint64', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('outputs:a_uint64_array', 'uint64[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('outputs:a_uint_array', 'uint[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('outputs:a_vectord_3', 'vector3d', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_vectord_3_array', 'vector3d[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_vectorf_3', 'vector3f', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_vectorf_3_array', 'vector3f[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('outputs:a_vectorh_3', 'vector3h', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('outputs:a_vectorh_3_array', 'vector3h[]', 0, None, 'Computed Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_bool', 'bool', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: 'true'}, True, True, False, ''),
('state:a_bool_array', 'bool[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[true, false]'}, True, [True, False], False, ''),
('state:a_bundle', 'bundle', 0, None, 'State Attribute', {}, True, None, False, ''),
('state:a_colord_3', 'color3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_colord_3_array', 'color3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_colord_4', 'color4d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_colord_4_array', 'color4d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_colorf_3', 'color3f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_colorf_3_array', 'color3f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_colorf_4', 'color4f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_colorf_4_array', 'color4f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_colorh_3', 'color3h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_colorh_3_array', 'color3h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_colorh_4', 'color4h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_colorh_4_array', 'color4h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_double', 'double', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('state:a_double_2', 'double2', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_double_2_array', 'double2[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_double_3', 'double3', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_double_3_array', 'double3[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_double_4', 'double4', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_double_4_array', 'double4[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_double_array', 'double[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_execution', 'execution', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('state:a_firstEvaluation', 'bool', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: 'true'}, True, True, False, ''),
('state:a_float', 'float', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('state:a_float_2', 'float2', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_float_2_array', 'float2[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_float_3', 'float3', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_float_3_array', 'float3[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_float_4', 'float4', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_float_4_array', 'float4[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_float_array', 'float[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_frame_4', 'frame4d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], False, ''),
('state:a_frame_4_array', 'frame4d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]]'}, True, [[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]], False, ''),
('state:a_half', 'half', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '1.5'}, True, 1.5, False, ''),
('state:a_half_2', 'half2', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_half_2_array', 'half2[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_half_3', 'half3', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_half_3_array', 'half3[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_half_4', 'half4', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_half_4_array', 'half4[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_half_array', 'half[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_int', 'int', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '1'}, True, 1, False, ''),
('state:a_int64', 'int64', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '12345'}, True, 12345, False, ''),
('state:a_int64_array', 'int64[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[12345, 23456]'}, True, [12345, 23456], False, ''),
('state:a_int_2', 'int2', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('state:a_int_2_array', 'int2[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2], [3, 4]]'}, True, [[1, 2], [3, 4]], False, ''),
('state:a_int_3', 'int3', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3]'}, True, [1, 2, 3], False, ''),
('state:a_int_3_array', 'int3[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3], [4, 5, 6]]'}, True, [[1, 2, 3], [4, 5, 6]], False, ''),
('state:a_int_4', 'int4', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2, 3, 4]'}, True, [1, 2, 3, 4], False, ''),
('state:a_int_4_array', 'int4[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1, 2, 3, 4], [5, 6, 7, 8]]'}, True, [[1, 2, 3, 4], [5, 6, 7, 8]], False, ''),
('state:a_int_array', 'int[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1, 2]'}, True, [1, 2], False, ''),
('state:a_matrixd_2', 'matrix2d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [3.5, 4.5]]'}, True, [[1.5, 2.5], [3.5, 4.5]], False, ''),
('state:a_matrixd_2_array', 'matrix2d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5], [3.5, 4.5]], [[11.5, 12.5], [13.5, 14.5]]]'}, True, [[[1.5, 2.5], [3.5, 4.5]], [[11.5, 12.5], [13.5, 14.5]]], False, ''),
('state:a_matrixd_3', 'matrix3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]]'}, True, [[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], False, ''),
('state:a_matrixd_3_array', 'matrix3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], [[11.5, 12.5, 13.5], [14.5, 15.5, 16.5], [17.5, 18.5, 19.5]]]'}, True, [[[1.5, 2.5, 3.5], [4.5, 5.5, 6.5], [7.5, 8.5, 9.5]], [[11.5, 12.5, 13.5], [14.5, 15.5, 16.5], [17.5, 18.5, 19.5]]], False, ''),
('state:a_matrixd_4', 'matrix4d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], False, ''),
('state:a_matrixd_4_array', 'matrix4d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]]'}, True, [[[1.5, 2.5, 3.5, 4.5], [5.5, 6.5, 7.5, 8.5], [9.5, 10.5, 11.5, 12.5], [13.5, 14.5, 15.5, 16.5]], [[11.5, 12.5, 13.5, 14.5], [15.5, 16.5, 17.5, 18.5], [19.5, 20.5, 21.5, 22.5], [23.5, 24.5, 25.5, 26.5]]], False, ''),
('state:a_normald_3', 'normal3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_normald_3_array', 'normal3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_normalf_3', 'normal3f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_normalf_3_array', 'normal3f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_normalh_3', 'normal3h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_normalh_3_array', 'normal3h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_objectId', 'objectId', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('state:a_objectId_array', 'objectId[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('state:a_path', 'path', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '"/State"'}, True, "/State", False, ''),
('state:a_pointd_3', 'point3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_pointd_3_array', 'point3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_pointf_3', 'point3f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_pointf_3_array', 'point3f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_pointh_3', 'point3h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_pointh_3_array', 'point3h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_quatd_4', 'quatd', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_quatd_4_array', 'quatd[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_quatf_4', 'quatf', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_quatf_4_array', 'quatf[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_quath_4', 'quath', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5, 4.5]'}, True, [1.5, 2.5, 3.5, 4.5], False, ''),
('state:a_quath_4_array', 'quath[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]]'}, True, [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False, ''),
('state:a_string', 'string', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '"Emperor\\n\\"Half\\" Snoke"'}, True, "Emperor\n\"Half\" Snoke", False, ''),
('state:a_stringEmpty', 'string', 0, None, 'State Attribute', {}, True, None, False, ''),
('state:a_target', 'target', 0, None, 'State Attribute', {}, True, [], False, ''),
('state:a_texcoordd_2', 'texCoord2d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_texcoordd_2_array', 'texCoord2d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_texcoordd_3', 'texCoord3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_texcoordd_3_array', 'texCoord3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_texcoordf_2', 'texCoord2f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_texcoordf_2_array', 'texCoord2f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_texcoordf_3', 'texCoord3f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_texcoordf_3_array', 'texCoord3f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_texcoordh_2', 'texCoord2h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5]'}, True, [1.5, 2.5], False, ''),
('state:a_texcoordh_2_array', 'texCoord2h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5], [11.5, 12.5]]'}, True, [[1.5, 2.5], [11.5, 12.5]], False, ''),
('state:a_texcoordh_3', 'texCoord3h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_texcoordh_3_array', 'texCoord3h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_timecode', 'timecode', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2.5'}, True, 2.5, False, ''),
('state:a_timecode_array', 'timecode[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[2.5, 3.5]'}, True, [2.5, 3.5], False, ''),
('state:a_token', 'token', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '"Jedi\\nMaster"'}, True, "Jedi\nMaster", False, ''),
('state:a_token_array', 'token[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '["Luke\\n\\"Whiner\\"", "Skywalker"]'}, True, ['Luke\n"Whiner"', 'Skywalker'], False, ''),
('state:a_uchar', 'uchar', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('state:a_uchar_array', 'uchar[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('state:a_uint', 'uint', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('state:a_uint64', 'uint64', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '2'}, True, 2, False, ''),
('state:a_uint64_array', 'uint64[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('state:a_uint_array', 'uint[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[2, 3]'}, True, [2, 3], False, ''),
('state:a_vectord_3', 'vector3d', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_vectord_3_array', 'vector3d[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_vectorf_3', 'vector3f', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_vectorf_3_array', 'vector3f[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
('state:a_vectorh_3', 'vector3h', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[1.5, 2.5, 3.5]'}, True, [1.5, 2.5, 3.5], False, ''),
('state:a_vectorh_3_array', 'vector3h[]', 0, None, 'State Attribute', {ogn.MetadataKeys.DEFAULT: '[[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]]'}, True, [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False, ''),
])
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.a_bundle = og.AttributeRole.BUNDLE
role_data.inputs.a_colord_3 = og.AttributeRole.COLOR
role_data.inputs.a_colord_3_array = og.AttributeRole.COLOR
role_data.inputs.a_colord_4 = og.AttributeRole.COLOR
role_data.inputs.a_colord_4_array = og.AttributeRole.COLOR
role_data.inputs.a_colorf_3 = og.AttributeRole.COLOR
role_data.inputs.a_colorf_3_array = og.AttributeRole.COLOR
role_data.inputs.a_colorf_4 = og.AttributeRole.COLOR
role_data.inputs.a_colorf_4_array = og.AttributeRole.COLOR
role_data.inputs.a_colorh_3 = og.AttributeRole.COLOR
role_data.inputs.a_colorh_3_array = og.AttributeRole.COLOR
role_data.inputs.a_colorh_4 = og.AttributeRole.COLOR
role_data.inputs.a_colorh_4_array = og.AttributeRole.COLOR
role_data.inputs.a_execution = og.AttributeRole.EXECUTION
role_data.inputs.a_frame_4 = og.AttributeRole.FRAME
role_data.inputs.a_frame_4_array = og.AttributeRole.FRAME
role_data.inputs.a_matrixd_2 = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd_2_array = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd_3 = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd_3_array = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd_4 = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd_4_array = og.AttributeRole.MATRIX
role_data.inputs.a_normald_3 = og.AttributeRole.NORMAL
role_data.inputs.a_normald_3_array = og.AttributeRole.NORMAL
role_data.inputs.a_normalf_3 = og.AttributeRole.NORMAL
role_data.inputs.a_normalf_3_array = og.AttributeRole.NORMAL
role_data.inputs.a_normalh_3 = og.AttributeRole.NORMAL
role_data.inputs.a_normalh_3_array = og.AttributeRole.NORMAL
role_data.inputs.a_objectId = og.AttributeRole.OBJECT_ID
role_data.inputs.a_objectId_array = og.AttributeRole.OBJECT_ID
role_data.inputs.a_path = og.AttributeRole.PATH
role_data.inputs.a_pointd_3 = og.AttributeRole.POSITION
role_data.inputs.a_pointd_3_array = og.AttributeRole.POSITION
role_data.inputs.a_pointf_3 = og.AttributeRole.POSITION
role_data.inputs.a_pointf_3_array = og.AttributeRole.POSITION
role_data.inputs.a_pointh_3 = og.AttributeRole.POSITION
role_data.inputs.a_pointh_3_array = og.AttributeRole.POSITION
role_data.inputs.a_quatd_4 = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd_4_array = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf_4 = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf_4_array = og.AttributeRole.QUATERNION
role_data.inputs.a_quath_4 = og.AttributeRole.QUATERNION
role_data.inputs.a_quath_4_array = og.AttributeRole.QUATERNION
role_data.inputs.a_string = og.AttributeRole.TEXT
role_data.inputs.a_target = og.AttributeRole.TARGET
role_data.inputs.a_texcoordd_2 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd_2_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd_3 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd_3_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf_2 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf_2_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf_3 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf_3_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh_2 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh_2_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh_3 = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh_3_array = og.AttributeRole.TEXCOORD
role_data.inputs.a_timecode = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_array = og.AttributeRole.TIMECODE
role_data.inputs.a_vectord_3 = og.AttributeRole.VECTOR
role_data.inputs.a_vectord_3_array = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf_3 = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf_3_array = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh_3 = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh_3_array = og.AttributeRole.VECTOR
role_data.outputs.a_bundle = og.AttributeRole.BUNDLE
role_data.outputs.a_colord_3 = og.AttributeRole.COLOR
role_data.outputs.a_colord_3_array = og.AttributeRole.COLOR
role_data.outputs.a_colord_4 = og.AttributeRole.COLOR
role_data.outputs.a_colord_4_array = og.AttributeRole.COLOR
role_data.outputs.a_colorf_3 = og.AttributeRole.COLOR
role_data.outputs.a_colorf_3_array = og.AttributeRole.COLOR
role_data.outputs.a_colorf_4 = og.AttributeRole.COLOR
role_data.outputs.a_colorf_4_array = og.AttributeRole.COLOR
role_data.outputs.a_colorh_3 = og.AttributeRole.COLOR
role_data.outputs.a_colorh_3_array = og.AttributeRole.COLOR
role_data.outputs.a_colorh_4 = og.AttributeRole.COLOR
role_data.outputs.a_colorh_4_array = og.AttributeRole.COLOR
role_data.outputs.a_execution = og.AttributeRole.EXECUTION
role_data.outputs.a_frame_4 = og.AttributeRole.FRAME
role_data.outputs.a_frame_4_array = og.AttributeRole.FRAME
role_data.outputs.a_matrixd_2 = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd_2_array = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd_3 = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd_3_array = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd_4 = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd_4_array = og.AttributeRole.MATRIX
role_data.outputs.a_normald_3 = og.AttributeRole.NORMAL
role_data.outputs.a_normald_3_array = og.AttributeRole.NORMAL
role_data.outputs.a_normalf_3 = og.AttributeRole.NORMAL
role_data.outputs.a_normalf_3_array = og.AttributeRole.NORMAL
role_data.outputs.a_normalh_3 = og.AttributeRole.NORMAL
role_data.outputs.a_normalh_3_array = og.AttributeRole.NORMAL
role_data.outputs.a_objectId = og.AttributeRole.OBJECT_ID
role_data.outputs.a_objectId_array = og.AttributeRole.OBJECT_ID
role_data.outputs.a_path = og.AttributeRole.PATH
role_data.outputs.a_pointd_3 = og.AttributeRole.POSITION
role_data.outputs.a_pointd_3_array = og.AttributeRole.POSITION
role_data.outputs.a_pointf_3 = og.AttributeRole.POSITION
role_data.outputs.a_pointf_3_array = og.AttributeRole.POSITION
role_data.outputs.a_pointh_3 = og.AttributeRole.POSITION
role_data.outputs.a_pointh_3_array = og.AttributeRole.POSITION
role_data.outputs.a_quatd_4 = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd_4_array = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf_4 = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf_4_array = og.AttributeRole.QUATERNION
role_data.outputs.a_quath_4 = og.AttributeRole.QUATERNION
role_data.outputs.a_quath_4_array = og.AttributeRole.QUATERNION
role_data.outputs.a_string = og.AttributeRole.TEXT
role_data.outputs.a_target = og.AttributeRole.TARGET
role_data.outputs.a_texcoordd_2 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd_2_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd_3 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd_3_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf_2 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf_2_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf_3 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf_3_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh_2 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh_2_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh_3 = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh_3_array = og.AttributeRole.TEXCOORD
role_data.outputs.a_timecode = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_array = og.AttributeRole.TIMECODE
role_data.outputs.a_vectord_3 = og.AttributeRole.VECTOR
role_data.outputs.a_vectord_3_array = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf_3 = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf_3_array = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh_3 = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh_3_array = og.AttributeRole.VECTOR
role_data.state.a_bundle = og.AttributeRole.BUNDLE
role_data.state.a_colord_3 = og.AttributeRole.COLOR
role_data.state.a_colord_3_array = og.AttributeRole.COLOR
role_data.state.a_colord_4 = og.AttributeRole.COLOR
role_data.state.a_colord_4_array = og.AttributeRole.COLOR
role_data.state.a_colorf_3 = og.AttributeRole.COLOR
role_data.state.a_colorf_3_array = og.AttributeRole.COLOR
role_data.state.a_colorf_4 = og.AttributeRole.COLOR
role_data.state.a_colorf_4_array = og.AttributeRole.COLOR
role_data.state.a_colorh_3 = og.AttributeRole.COLOR
role_data.state.a_colorh_3_array = og.AttributeRole.COLOR
role_data.state.a_colorh_4 = og.AttributeRole.COLOR
role_data.state.a_colorh_4_array = og.AttributeRole.COLOR
role_data.state.a_execution = og.AttributeRole.EXECUTION
role_data.state.a_frame_4 = og.AttributeRole.FRAME
role_data.state.a_frame_4_array = og.AttributeRole.FRAME
role_data.state.a_matrixd_2 = og.AttributeRole.MATRIX
role_data.state.a_matrixd_2_array = og.AttributeRole.MATRIX
role_data.state.a_matrixd_3 = og.AttributeRole.MATRIX
role_data.state.a_matrixd_3_array = og.AttributeRole.MATRIX
role_data.state.a_matrixd_4 = og.AttributeRole.MATRIX
role_data.state.a_matrixd_4_array = og.AttributeRole.MATRIX
role_data.state.a_normald_3 = og.AttributeRole.NORMAL
role_data.state.a_normald_3_array = og.AttributeRole.NORMAL
role_data.state.a_normalf_3 = og.AttributeRole.NORMAL
role_data.state.a_normalf_3_array = og.AttributeRole.NORMAL
role_data.state.a_normalh_3 = og.AttributeRole.NORMAL
role_data.state.a_normalh_3_array = og.AttributeRole.NORMAL
role_data.state.a_objectId = og.AttributeRole.OBJECT_ID
role_data.state.a_objectId_array = og.AttributeRole.OBJECT_ID
role_data.state.a_path = og.AttributeRole.PATH
role_data.state.a_pointd_3 = og.AttributeRole.POSITION
role_data.state.a_pointd_3_array = og.AttributeRole.POSITION
role_data.state.a_pointf_3 = og.AttributeRole.POSITION
role_data.state.a_pointf_3_array = og.AttributeRole.POSITION
role_data.state.a_pointh_3 = og.AttributeRole.POSITION
role_data.state.a_pointh_3_array = og.AttributeRole.POSITION
role_data.state.a_quatd_4 = og.AttributeRole.QUATERNION
role_data.state.a_quatd_4_array = og.AttributeRole.QUATERNION
role_data.state.a_quatf_4 = og.AttributeRole.QUATERNION
role_data.state.a_quatf_4_array = og.AttributeRole.QUATERNION
role_data.state.a_quath_4 = og.AttributeRole.QUATERNION
role_data.state.a_quath_4_array = og.AttributeRole.QUATERNION
role_data.state.a_string = og.AttributeRole.TEXT
role_data.state.a_stringEmpty = og.AttributeRole.TEXT
role_data.state.a_target = og.AttributeRole.TARGET
role_data.state.a_texcoordd_2 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordd_2_array = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordd_3 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordd_3_array = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordf_2 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordf_2_array = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordf_3 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordf_3_array = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordh_2 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordh_2_array = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordh_3 = og.AttributeRole.TEXCOORD
role_data.state.a_texcoordh_3_array = og.AttributeRole.TEXCOORD
role_data.state.a_timecode = og.AttributeRole.TIMECODE
role_data.state.a_timecode_array = og.AttributeRole.TIMECODE
role_data.state.a_vectord_3 = og.AttributeRole.VECTOR
role_data.state.a_vectord_3_array = og.AttributeRole.VECTOR
role_data.state.a_vectorf_3 = og.AttributeRole.VECTOR
role_data.state.a_vectorf_3_array = og.AttributeRole.VECTOR
role_data.state.a_vectorh_3 = og.AttributeRole.VECTOR
role_data.state.a_vectorh_3_array = og.AttributeRole.VECTOR
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=True, gpu_ptr_kinds={})
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def a_bool(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool)
return data_view.get()
@a_bool.setter
def a_bool(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_bool)
data_view = og.AttributeValueHelper(self._attributes.a_bool)
data_view.set(value)
@property
def a_bool_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
return data_view.get()
@a_bool_array.setter
def a_bool_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_bool_array)
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
data_view.set(value)
self.a_bool_array_size = data_view.get_array_size()
@property
def a_bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute inputs.a_bundle"""
return self.__bundles.a_bundle
@property
def a_colord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
return data_view.get()
@a_colord_3.setter
def a_colord_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord_3)
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
data_view.set(value)
@property
def a_colord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
return data_view.get()
@a_colord_3_array.setter
def a_colord_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
data_view.set(value)
self.a_colord_3_array_size = data_view.get_array_size()
@property
def a_colord_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
return data_view.get()
@a_colord_4.setter
def a_colord_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord_4)
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
data_view.set(value)
@property
def a_colord_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
return data_view.get()
@a_colord_4_array.setter
def a_colord_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
data_view.set(value)
self.a_colord_4_array_size = data_view.get_array_size()
@property
def a_colorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
return data_view.get()
@a_colorf_3.setter
def a_colorf_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf_3)
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
data_view.set(value)
@property
def a_colorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
return data_view.get()
@a_colorf_3_array.setter
def a_colorf_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
data_view.set(value)
self.a_colorf_3_array_size = data_view.get_array_size()
@property
def a_colorf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
return data_view.get()
@a_colorf_4.setter
def a_colorf_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf_4)
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
data_view.set(value)
@property
def a_colorf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
return data_view.get()
@a_colorf_4_array.setter
def a_colorf_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
data_view.set(value)
self.a_colorf_4_array_size = data_view.get_array_size()
@property
def a_colorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
return data_view.get()
@a_colorh_3.setter
def a_colorh_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh_3)
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
data_view.set(value)
@property
def a_colorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
return data_view.get()
@a_colorh_3_array.setter
def a_colorh_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
data_view.set(value)
self.a_colorh_3_array_size = data_view.get_array_size()
@property
def a_colorh_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
return data_view.get()
@a_colorh_4.setter
def a_colorh_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh_4)
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
data_view.set(value)
@property
def a_colorh_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
return data_view.get()
@a_colorh_4_array.setter
def a_colorh_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
data_view.set(value)
self.a_colorh_4_array_size = data_view.get_array_size()
@property
def a_double(self):
data_view = og.AttributeValueHelper(self._attributes.a_double)
return data_view.get()
@a_double.setter
def a_double(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double)
data_view = og.AttributeValueHelper(self._attributes.a_double)
data_view.set(value)
@property
def a_double_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
return data_view.get()
@a_double_2.setter
def a_double_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_2)
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
data_view.set(value)
@property
def a_double_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
return data_view.get()
@a_double_2_array.setter
def a_double_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
data_view.set(value)
self.a_double_2_array_size = data_view.get_array_size()
@property
def a_double_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
return data_view.get()
@a_double_3.setter
def a_double_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_3)
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
data_view.set(value)
@property
def a_double_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
return data_view.get()
@a_double_3_array.setter
def a_double_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
data_view.set(value)
self.a_double_3_array_size = data_view.get_array_size()
@property
def a_double_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
return data_view.get()
@a_double_4.setter
def a_double_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_4)
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
data_view.set(value)
@property
def a_double_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
return data_view.get()
@a_double_4_array.setter
def a_double_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
data_view.set(value)
self.a_double_4_array_size = data_view.get_array_size()
@property
def a_double_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
return data_view.get()
@a_double_array.setter
def a_double_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_array)
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
data_view.set(value)
self.a_double_array_size = data_view.get_array_size()
@property
def a_execution(self):
data_view = og.AttributeValueHelper(self._attributes.a_execution)
return data_view.get()
@a_execution.setter
def a_execution(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_execution)
data_view = og.AttributeValueHelper(self._attributes.a_execution)
data_view.set(value)
@property
def a_float(self):
data_view = og.AttributeValueHelper(self._attributes.a_float)
return data_view.get()
@a_float.setter
def a_float(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float)
data_view = og.AttributeValueHelper(self._attributes.a_float)
data_view.set(value)
@property
def a_float_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
return data_view.get()
@a_float_2.setter
def a_float_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_2)
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
data_view.set(value)
@property
def a_float_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
return data_view.get()
@a_float_2_array.setter
def a_float_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
data_view.set(value)
self.a_float_2_array_size = data_view.get_array_size()
@property
def a_float_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
return data_view.get()
@a_float_3.setter
def a_float_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_3)
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
data_view.set(value)
@property
def a_float_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
return data_view.get()
@a_float_3_array.setter
def a_float_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
data_view.set(value)
self.a_float_3_array_size = data_view.get_array_size()
@property
def a_float_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
return data_view.get()
@a_float_4.setter
def a_float_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_4)
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
data_view.set(value)
@property
def a_float_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
return data_view.get()
@a_float_4_array.setter
def a_float_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
data_view.set(value)
self.a_float_4_array_size = data_view.get_array_size()
@property
def a_float_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
return data_view.get()
@a_float_array.setter
def a_float_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_array)
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
data_view.set(value)
self.a_float_array_size = data_view.get_array_size()
@property
def a_frame_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
return data_view.get()
@a_frame_4.setter
def a_frame_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame_4)
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
data_view.set(value)
@property
def a_frame_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
return data_view.get()
@a_frame_4_array.setter
def a_frame_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
data_view.set(value)
self.a_frame_4_array_size = data_view.get_array_size()
@property
def a_half(self):
data_view = og.AttributeValueHelper(self._attributes.a_half)
return data_view.get()
@a_half.setter
def a_half(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half)
data_view = og.AttributeValueHelper(self._attributes.a_half)
data_view.set(value)
@property
def a_half_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
return data_view.get()
@a_half_2.setter
def a_half_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_2)
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
data_view.set(value)
@property
def a_half_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
return data_view.get()
@a_half_2_array.setter
def a_half_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
data_view.set(value)
self.a_half_2_array_size = data_view.get_array_size()
@property
def a_half_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
return data_view.get()
@a_half_3.setter
def a_half_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_3)
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
data_view.set(value)
@property
def a_half_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
return data_view.get()
@a_half_3_array.setter
def a_half_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
data_view.set(value)
self.a_half_3_array_size = data_view.get_array_size()
@property
def a_half_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
return data_view.get()
@a_half_4.setter
def a_half_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_4)
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
data_view.set(value)
@property
def a_half_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
return data_view.get()
@a_half_4_array.setter
def a_half_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
data_view.set(value)
self.a_half_4_array_size = data_view.get_array_size()
@property
def a_half_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
return data_view.get()
@a_half_array.setter
def a_half_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_array)
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
data_view.set(value)
self.a_half_array_size = data_view.get_array_size()
@property
def a_int(self):
data_view = og.AttributeValueHelper(self._attributes.a_int)
return data_view.get()
@a_int.setter
def a_int(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int)
data_view = og.AttributeValueHelper(self._attributes.a_int)
data_view.set(value)
@property
def a_int64(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64)
return data_view.get()
@a_int64.setter
def a_int64(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int64)
data_view = og.AttributeValueHelper(self._attributes.a_int64)
data_view.set(value)
@property
def a_int64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
return data_view.get()
@a_int64_array.setter
def a_int64_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int64_array)
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
data_view.set(value)
self.a_int64_array_size = data_view.get_array_size()
@property
def a_int_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
return data_view.get()
@a_int_2.setter
def a_int_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_2)
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
data_view.set(value)
@property
def a_int_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
return data_view.get()
@a_int_2_array.setter
def a_int_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
data_view.set(value)
self.a_int_2_array_size = data_view.get_array_size()
@property
def a_int_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
return data_view.get()
@a_int_3.setter
def a_int_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_3)
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
data_view.set(value)
@property
def a_int_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
return data_view.get()
@a_int_3_array.setter
def a_int_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
data_view.set(value)
self.a_int_3_array_size = data_view.get_array_size()
@property
def a_int_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
return data_view.get()
@a_int_4.setter
def a_int_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_4)
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
data_view.set(value)
@property
def a_int_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
return data_view.get()
@a_int_4_array.setter
def a_int_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
data_view.set(value)
self.a_int_4_array_size = data_view.get_array_size()
@property
def a_int_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
return data_view.get()
@a_int_array.setter
def a_int_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_int_array)
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
data_view.set(value)
self.a_int_array_size = data_view.get_array_size()
@property
def a_matrixd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
return data_view.get()
@a_matrixd_2.setter
def a_matrixd_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_2)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
data_view.set(value)
@property
def a_matrixd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
return data_view.get()
@a_matrixd_2_array.setter
def a_matrixd_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
data_view.set(value)
self.a_matrixd_2_array_size = data_view.get_array_size()
@property
def a_matrixd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
return data_view.get()
@a_matrixd_3.setter
def a_matrixd_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_3)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
data_view.set(value)
@property
def a_matrixd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
return data_view.get()
@a_matrixd_3_array.setter
def a_matrixd_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
data_view.set(value)
self.a_matrixd_3_array_size = data_view.get_array_size()
@property
def a_matrixd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
return data_view.get()
@a_matrixd_4.setter
def a_matrixd_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_4)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
data_view.set(value)
@property
def a_matrixd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
return data_view.get()
@a_matrixd_4_array.setter
def a_matrixd_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
data_view.set(value)
self.a_matrixd_4_array_size = data_view.get_array_size()
@property
def a_normald_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
return data_view.get()
@a_normald_3.setter
def a_normald_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald_3)
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
data_view.set(value)
@property
def a_normald_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
return data_view.get()
@a_normald_3_array.setter
def a_normald_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
data_view.set(value)
self.a_normald_3_array_size = data_view.get_array_size()
@property
def a_normalf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
return data_view.get()
@a_normalf_3.setter
def a_normalf_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf_3)
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
data_view.set(value)
@property
def a_normalf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
return data_view.get()
@a_normalf_3_array.setter
def a_normalf_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
data_view.set(value)
self.a_normalf_3_array_size = data_view.get_array_size()
@property
def a_normalh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
return data_view.get()
@a_normalh_3.setter
def a_normalh_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh_3)
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
data_view.set(value)
@property
def a_normalh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
return data_view.get()
@a_normalh_3_array.setter
def a_normalh_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
data_view.set(value)
self.a_normalh_3_array_size = data_view.get_array_size()
@property
def a_objectId(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
return data_view.get()
@a_objectId.setter
def a_objectId(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_objectId)
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
data_view.set(value)
@property
def a_objectId_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
return data_view.get()
@a_objectId_array.setter
def a_objectId_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_objectId_array)
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
data_view.set(value)
self.a_objectId_array_size = data_view.get_array_size()
@property
def a_path(self):
data_view = og.AttributeValueHelper(self._attributes.a_path)
return data_view.get()
@a_path.setter
def a_path(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_path)
data_view = og.AttributeValueHelper(self._attributes.a_path)
data_view.set(value)
self.a_path_size = data_view.get_array_size()
@property
def a_pointd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
return data_view.get()
@a_pointd_3.setter
def a_pointd_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd_3)
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
data_view.set(value)
@property
def a_pointd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
return data_view.get()
@a_pointd_3_array.setter
def a_pointd_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
data_view.set(value)
self.a_pointd_3_array_size = data_view.get_array_size()
@property
def a_pointf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
return data_view.get()
@a_pointf_3.setter
def a_pointf_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf_3)
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
data_view.set(value)
@property
def a_pointf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
return data_view.get()
@a_pointf_3_array.setter
def a_pointf_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
data_view.set(value)
self.a_pointf_3_array_size = data_view.get_array_size()
@property
def a_pointh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
return data_view.get()
@a_pointh_3.setter
def a_pointh_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh_3)
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
data_view.set(value)
@property
def a_pointh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
return data_view.get()
@a_pointh_3_array.setter
def a_pointh_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
data_view.set(value)
self.a_pointh_3_array_size = data_view.get_array_size()
@property
def a_quatd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
return data_view.get()
@a_quatd_4.setter
def a_quatd_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd_4)
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
data_view.set(value)
@property
def a_quatd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
return data_view.get()
@a_quatd_4_array.setter
def a_quatd_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
data_view.set(value)
self.a_quatd_4_array_size = data_view.get_array_size()
@property
def a_quatf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
return data_view.get()
@a_quatf_4.setter
def a_quatf_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf_4)
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
data_view.set(value)
@property
def a_quatf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
return data_view.get()
@a_quatf_4_array.setter
def a_quatf_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
data_view.set(value)
self.a_quatf_4_array_size = data_view.get_array_size()
@property
def a_quath_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
return data_view.get()
@a_quath_4.setter
def a_quath_4(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath_4)
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
data_view.set(value)
@property
def a_quath_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
return data_view.get()
@a_quath_4_array.setter
def a_quath_4_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath_4_array)
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
data_view.set(value)
self.a_quath_4_array_size = data_view.get_array_size()
@property
def a_string(self):
data_view = og.AttributeValueHelper(self._attributes.a_string)
return data_view.get()
@a_string.setter
def a_string(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_string)
data_view = og.AttributeValueHelper(self._attributes.a_string)
data_view.set(value)
self.a_string_size = data_view.get_array_size()
@property
def a_target(self):
data_view = og.AttributeValueHelper(self._attributes.a_target)
return data_view.get()
@a_target.setter
def a_target(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_target)
data_view = og.AttributeValueHelper(self._attributes.a_target)
data_view.set(value)
self.a_target_size = data_view.get_array_size()
@property
def a_texcoordd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
return data_view.get()
@a_texcoordd_2.setter
def a_texcoordd_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd_2)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
data_view.set(value)
@property
def a_texcoordd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
return data_view.get()
@a_texcoordd_2_array.setter
def a_texcoordd_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
data_view.set(value)
self.a_texcoordd_2_array_size = data_view.get_array_size()
@property
def a_texcoordd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
return data_view.get()
@a_texcoordd_3.setter
def a_texcoordd_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd_3)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
data_view.set(value)
@property
def a_texcoordd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
return data_view.get()
@a_texcoordd_3_array.setter
def a_texcoordd_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
data_view.set(value)
self.a_texcoordd_3_array_size = data_view.get_array_size()
@property
def a_texcoordf_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
return data_view.get()
@a_texcoordf_2.setter
def a_texcoordf_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf_2)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
data_view.set(value)
@property
def a_texcoordf_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
return data_view.get()
@a_texcoordf_2_array.setter
def a_texcoordf_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
data_view.set(value)
self.a_texcoordf_2_array_size = data_view.get_array_size()
@property
def a_texcoordf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
return data_view.get()
@a_texcoordf_3.setter
def a_texcoordf_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf_3)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
data_view.set(value)
@property
def a_texcoordf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
return data_view.get()
@a_texcoordf_3_array.setter
def a_texcoordf_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
data_view.set(value)
self.a_texcoordf_3_array_size = data_view.get_array_size()
@property
def a_texcoordh_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
return data_view.get()
@a_texcoordh_2.setter
def a_texcoordh_2(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh_2)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
data_view.set(value)
@property
def a_texcoordh_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
return data_view.get()
@a_texcoordh_2_array.setter
def a_texcoordh_2_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh_2_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
data_view.set(value)
self.a_texcoordh_2_array_size = data_view.get_array_size()
@property
def a_texcoordh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
return data_view.get()
@a_texcoordh_3.setter
def a_texcoordh_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh_3)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
data_view.set(value)
@property
def a_texcoordh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
return data_view.get()
@a_texcoordh_3_array.setter
def a_texcoordh_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
data_view.set(value)
self.a_texcoordh_3_array_size = data_view.get_array_size()
@property
def a_timecode(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
return data_view.get()
@a_timecode.setter
def a_timecode(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode)
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
data_view.set(value)
@property
def a_timecode_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
return data_view.get()
@a_timecode_array.setter
def a_timecode_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_array)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
data_view.set(value)
self.a_timecode_array_size = data_view.get_array_size()
@property
def a_token(self):
data_view = og.AttributeValueHelper(self._attributes.a_token)
return data_view.get()
@a_token.setter
def a_token(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_token)
data_view = og.AttributeValueHelper(self._attributes.a_token)
data_view.set(value)
@property
def a_token_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
return data_view.get()
@a_token_array.setter
def a_token_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_token_array)
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
data_view.set(value)
self.a_token_array_size = data_view.get_array_size()
@property
def a_uchar(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
return data_view.get()
@a_uchar.setter
def a_uchar(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uchar)
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
data_view.set(value)
@property
def a_uchar_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
return data_view.get()
@a_uchar_array.setter
def a_uchar_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uchar_array)
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
data_view.set(value)
self.a_uchar_array_size = data_view.get_array_size()
@property
def a_uint(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint)
return data_view.get()
@a_uint.setter
def a_uint(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uint)
data_view = og.AttributeValueHelper(self._attributes.a_uint)
data_view.set(value)
@property
def a_uint64(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
return data_view.get()
@a_uint64.setter
def a_uint64(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uint64)
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
data_view.set(value)
@property
def a_uint64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
return data_view.get()
@a_uint64_array.setter
def a_uint64_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uint64_array)
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
data_view.set(value)
self.a_uint64_array_size = data_view.get_array_size()
@property
def a_uint_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
return data_view.get()
@a_uint_array.setter
def a_uint_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_uint_array)
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
data_view.set(value)
self.a_uint_array_size = data_view.get_array_size()
@property
def a_vectord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
return data_view.get()
@a_vectord_3.setter
def a_vectord_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord_3)
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
data_view.set(value)
@property
def a_vectord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
return data_view.get()
@a_vectord_3_array.setter
def a_vectord_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
data_view.set(value)
self.a_vectord_3_array_size = data_view.get_array_size()
@property
def a_vectorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
return data_view.get()
@a_vectorf_3.setter
def a_vectorf_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf_3)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
data_view.set(value)
@property
def a_vectorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
return data_view.get()
@a_vectorf_3_array.setter
def a_vectorf_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
data_view.set(value)
self.a_vectorf_3_array_size = data_view.get_array_size()
@property
def a_vectorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
return data_view.get()
@a_vectorh_3.setter
def a_vectorh_3(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh_3)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
data_view.set(value)
@property
def a_vectorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
return data_view.get()
@a_vectorh_3_array.setter
def a_vectorh_3_array(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh_3_array)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
data_view.set(value)
self.a_vectorh_3_array_size = data_view.get_array_size()
@property
def doNotCompute(self):
data_view = og.AttributeValueHelper(self._attributes.doNotCompute)
return data_view.get()
@doNotCompute.setter
def doNotCompute(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.doNotCompute)
data_view = og.AttributeValueHelper(self._attributes.doNotCompute)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=False, gpu_ptr_kinds={})
self.a_bool_array_size = 2
self.a_colord_3_array_size = 2
self.a_colord_4_array_size = 2
self.a_colorf_3_array_size = 2
self.a_colorf_4_array_size = 2
self.a_colorh_3_array_size = 2
self.a_colorh_4_array_size = 2
self.a_double_2_array_size = 2
self.a_double_3_array_size = 2
self.a_double_4_array_size = 2
self.a_double_array_size = 2
self.a_float_2_array_size = 2
self.a_float_3_array_size = 2
self.a_float_4_array_size = 2
self.a_float_array_size = 2
self.a_frame_4_array_size = 2
self.a_half_2_array_size = 2
self.a_half_3_array_size = 2
self.a_half_4_array_size = 2
self.a_half_array_size = 2
self.a_int64_array_size = 2
self.a_int_2_array_size = 2
self.a_int_3_array_size = 2
self.a_int_4_array_size = 2
self.a_int_array_size = 2
self.a_matrixd_2_array_size = 2
self.a_matrixd_3_array_size = 2
self.a_matrixd_4_array_size = 2
self.a_normald_3_array_size = 2
self.a_normalf_3_array_size = 2
self.a_normalh_3_array_size = 2
self.a_objectId_array_size = 2
self.a_path_size = 7
self.a_pointd_3_array_size = 2
self.a_pointf_3_array_size = 2
self.a_pointh_3_array_size = 2
self.a_quatd_4_array_size = 2
self.a_quatf_4_array_size = 2
self.a_quath_4_array_size = 2
self.a_string_size = 20
self.a_target_size = None
self.a_texcoordd_2_array_size = 2
self.a_texcoordd_3_array_size = 2
self.a_texcoordf_2_array_size = 2
self.a_texcoordf_3_array_size = 2
self.a_texcoordh_2_array_size = 2
self.a_texcoordh_3_array_size = 2
self.a_timecode_array_size = 2
self.a_token_array_size = 2
self.a_uchar_array_size = 2
self.a_uint64_array_size = 2
self.a_uint_array_size = 2
self.a_vectord_3_array_size = 2
self.a_vectorf_3_array_size = 2
self.a_vectorh_3_array_size = 2
self._batchedWriteValues = { }
@property
def a_bool(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool)
return data_view.get()
@a_bool.setter
def a_bool(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_bool)
data_view.set(value)
@property
def a_bool_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
return data_view.get(reserved_element_count=self.a_bool_array_size)
@a_bool_array.setter
def a_bool_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
data_view.set(value)
self.a_bool_array_size = data_view.get_array_size()
@property
def a_bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute outputs.a_bundle"""
return self.__bundles.a_bundle
@a_bundle.setter
def a_bundle(self, bundle: og.BundleContents):
"""Overwrite the bundle attribute outputs.a_bundle with a new bundle"""
if not isinstance(bundle, og.BundleContents):
carb.log_error("Only bundle attributes can be assigned to another bundle attribute")
self.__bundles.a_bundle.bundle = bundle
@property
def a_colord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
return data_view.get()
@a_colord_3.setter
def a_colord_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
data_view.set(value)
@property
def a_colord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
return data_view.get(reserved_element_count=self.a_colord_3_array_size)
@a_colord_3_array.setter
def a_colord_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
data_view.set(value)
self.a_colord_3_array_size = data_view.get_array_size()
@property
def a_colord_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
return data_view.get()
@a_colord_4.setter
def a_colord_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
data_view.set(value)
@property
def a_colord_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
return data_view.get(reserved_element_count=self.a_colord_4_array_size)
@a_colord_4_array.setter
def a_colord_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
data_view.set(value)
self.a_colord_4_array_size = data_view.get_array_size()
@property
def a_colorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
return data_view.get()
@a_colorf_3.setter
def a_colorf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
data_view.set(value)
@property
def a_colorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
return data_view.get(reserved_element_count=self.a_colorf_3_array_size)
@a_colorf_3_array.setter
def a_colorf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
data_view.set(value)
self.a_colorf_3_array_size = data_view.get_array_size()
@property
def a_colorf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
return data_view.get()
@a_colorf_4.setter
def a_colorf_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
data_view.set(value)
@property
def a_colorf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
return data_view.get(reserved_element_count=self.a_colorf_4_array_size)
@a_colorf_4_array.setter
def a_colorf_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
data_view.set(value)
self.a_colorf_4_array_size = data_view.get_array_size()
@property
def a_colorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
return data_view.get()
@a_colorh_3.setter
def a_colorh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
data_view.set(value)
@property
def a_colorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
return data_view.get(reserved_element_count=self.a_colorh_3_array_size)
@a_colorh_3_array.setter
def a_colorh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
data_view.set(value)
self.a_colorh_3_array_size = data_view.get_array_size()
@property
def a_colorh_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
return data_view.get()
@a_colorh_4.setter
def a_colorh_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
data_view.set(value)
@property
def a_colorh_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
return data_view.get(reserved_element_count=self.a_colorh_4_array_size)
@a_colorh_4_array.setter
def a_colorh_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
data_view.set(value)
self.a_colorh_4_array_size = data_view.get_array_size()
@property
def a_double(self):
data_view = og.AttributeValueHelper(self._attributes.a_double)
return data_view.get()
@a_double.setter
def a_double(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double)
data_view.set(value)
@property
def a_double_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
return data_view.get()
@a_double_2.setter
def a_double_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
data_view.set(value)
@property
def a_double_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
return data_view.get(reserved_element_count=self.a_double_2_array_size)
@a_double_2_array.setter
def a_double_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
data_view.set(value)
self.a_double_2_array_size = data_view.get_array_size()
@property
def a_double_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
return data_view.get()
@a_double_3.setter
def a_double_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
data_view.set(value)
@property
def a_double_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
return data_view.get(reserved_element_count=self.a_double_3_array_size)
@a_double_3_array.setter
def a_double_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
data_view.set(value)
self.a_double_3_array_size = data_view.get_array_size()
@property
def a_double_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
return data_view.get()
@a_double_4.setter
def a_double_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
data_view.set(value)
@property
def a_double_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
return data_view.get(reserved_element_count=self.a_double_4_array_size)
@a_double_4_array.setter
def a_double_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
data_view.set(value)
self.a_double_4_array_size = data_view.get_array_size()
@property
def a_double_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
return data_view.get(reserved_element_count=self.a_double_array_size)
@a_double_array.setter
def a_double_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
data_view.set(value)
self.a_double_array_size = data_view.get_array_size()
@property
def a_execution(self):
data_view = og.AttributeValueHelper(self._attributes.a_execution)
return data_view.get()
@a_execution.setter
def a_execution(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_execution)
data_view.set(value)
@property
def a_float(self):
data_view = og.AttributeValueHelper(self._attributes.a_float)
return data_view.get()
@a_float.setter
def a_float(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float)
data_view.set(value)
@property
def a_float_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
return data_view.get()
@a_float_2.setter
def a_float_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
data_view.set(value)
@property
def a_float_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
return data_view.get(reserved_element_count=self.a_float_2_array_size)
@a_float_2_array.setter
def a_float_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
data_view.set(value)
self.a_float_2_array_size = data_view.get_array_size()
@property
def a_float_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
return data_view.get()
@a_float_3.setter
def a_float_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
data_view.set(value)
@property
def a_float_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
return data_view.get(reserved_element_count=self.a_float_3_array_size)
@a_float_3_array.setter
def a_float_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
data_view.set(value)
self.a_float_3_array_size = data_view.get_array_size()
@property
def a_float_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
return data_view.get()
@a_float_4.setter
def a_float_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
data_view.set(value)
@property
def a_float_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
return data_view.get(reserved_element_count=self.a_float_4_array_size)
@a_float_4_array.setter
def a_float_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
data_view.set(value)
self.a_float_4_array_size = data_view.get_array_size()
@property
def a_float_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
return data_view.get(reserved_element_count=self.a_float_array_size)
@a_float_array.setter
def a_float_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
data_view.set(value)
self.a_float_array_size = data_view.get_array_size()
@property
def a_frame_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
return data_view.get()
@a_frame_4.setter
def a_frame_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
data_view.set(value)
@property
def a_frame_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
return data_view.get(reserved_element_count=self.a_frame_4_array_size)
@a_frame_4_array.setter
def a_frame_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
data_view.set(value)
self.a_frame_4_array_size = data_view.get_array_size()
@property
def a_half(self):
data_view = og.AttributeValueHelper(self._attributes.a_half)
return data_view.get()
@a_half.setter
def a_half(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half)
data_view.set(value)
@property
def a_half_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
return data_view.get()
@a_half_2.setter
def a_half_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
data_view.set(value)
@property
def a_half_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
return data_view.get(reserved_element_count=self.a_half_2_array_size)
@a_half_2_array.setter
def a_half_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
data_view.set(value)
self.a_half_2_array_size = data_view.get_array_size()
@property
def a_half_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
return data_view.get()
@a_half_3.setter
def a_half_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
data_view.set(value)
@property
def a_half_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
return data_view.get(reserved_element_count=self.a_half_3_array_size)
@a_half_3_array.setter
def a_half_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
data_view.set(value)
self.a_half_3_array_size = data_view.get_array_size()
@property
def a_half_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
return data_view.get()
@a_half_4.setter
def a_half_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
data_view.set(value)
@property
def a_half_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
return data_view.get(reserved_element_count=self.a_half_4_array_size)
@a_half_4_array.setter
def a_half_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
data_view.set(value)
self.a_half_4_array_size = data_view.get_array_size()
@property
def a_half_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
return data_view.get(reserved_element_count=self.a_half_array_size)
@a_half_array.setter
def a_half_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
data_view.set(value)
self.a_half_array_size = data_view.get_array_size()
@property
def a_int(self):
data_view = og.AttributeValueHelper(self._attributes.a_int)
return data_view.get()
@a_int.setter
def a_int(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int)
data_view.set(value)
@property
def a_int64(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64)
return data_view.get()
@a_int64.setter
def a_int64(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int64)
data_view.set(value)
@property
def a_int64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
return data_view.get(reserved_element_count=self.a_int64_array_size)
@a_int64_array.setter
def a_int64_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
data_view.set(value)
self.a_int64_array_size = data_view.get_array_size()
@property
def a_int_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
return data_view.get()
@a_int_2.setter
def a_int_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
data_view.set(value)
@property
def a_int_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
return data_view.get(reserved_element_count=self.a_int_2_array_size)
@a_int_2_array.setter
def a_int_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
data_view.set(value)
self.a_int_2_array_size = data_view.get_array_size()
@property
def a_int_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
return data_view.get()
@a_int_3.setter
def a_int_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
data_view.set(value)
@property
def a_int_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
return data_view.get(reserved_element_count=self.a_int_3_array_size)
@a_int_3_array.setter
def a_int_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
data_view.set(value)
self.a_int_3_array_size = data_view.get_array_size()
@property
def a_int_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
return data_view.get()
@a_int_4.setter
def a_int_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
data_view.set(value)
@property
def a_int_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
return data_view.get(reserved_element_count=self.a_int_4_array_size)
@a_int_4_array.setter
def a_int_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
data_view.set(value)
self.a_int_4_array_size = data_view.get_array_size()
@property
def a_int_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
return data_view.get(reserved_element_count=self.a_int_array_size)
@a_int_array.setter
def a_int_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
data_view.set(value)
self.a_int_array_size = data_view.get_array_size()
@property
def a_matrixd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
return data_view.get()
@a_matrixd_2.setter
def a_matrixd_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
data_view.set(value)
@property
def a_matrixd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
return data_view.get(reserved_element_count=self.a_matrixd_2_array_size)
@a_matrixd_2_array.setter
def a_matrixd_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
data_view.set(value)
self.a_matrixd_2_array_size = data_view.get_array_size()
@property
def a_matrixd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
return data_view.get()
@a_matrixd_3.setter
def a_matrixd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
data_view.set(value)
@property
def a_matrixd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
return data_view.get(reserved_element_count=self.a_matrixd_3_array_size)
@a_matrixd_3_array.setter
def a_matrixd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
data_view.set(value)
self.a_matrixd_3_array_size = data_view.get_array_size()
@property
def a_matrixd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
return data_view.get()
@a_matrixd_4.setter
def a_matrixd_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
data_view.set(value)
@property
def a_matrixd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
return data_view.get(reserved_element_count=self.a_matrixd_4_array_size)
@a_matrixd_4_array.setter
def a_matrixd_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
data_view.set(value)
self.a_matrixd_4_array_size = data_view.get_array_size()
@property
def a_normald_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
return data_view.get()
@a_normald_3.setter
def a_normald_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
data_view.set(value)
@property
def a_normald_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
return data_view.get(reserved_element_count=self.a_normald_3_array_size)
@a_normald_3_array.setter
def a_normald_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
data_view.set(value)
self.a_normald_3_array_size = data_view.get_array_size()
@property
def a_normalf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
return data_view.get()
@a_normalf_3.setter
def a_normalf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
data_view.set(value)
@property
def a_normalf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
return data_view.get(reserved_element_count=self.a_normalf_3_array_size)
@a_normalf_3_array.setter
def a_normalf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
data_view.set(value)
self.a_normalf_3_array_size = data_view.get_array_size()
@property
def a_normalh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
return data_view.get()
@a_normalh_3.setter
def a_normalh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
data_view.set(value)
@property
def a_normalh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
return data_view.get(reserved_element_count=self.a_normalh_3_array_size)
@a_normalh_3_array.setter
def a_normalh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
data_view.set(value)
self.a_normalh_3_array_size = data_view.get_array_size()
@property
def a_objectId(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
return data_view.get()
@a_objectId.setter
def a_objectId(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
data_view.set(value)
@property
def a_objectId_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
return data_view.get(reserved_element_count=self.a_objectId_array_size)
@a_objectId_array.setter
def a_objectId_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
data_view.set(value)
self.a_objectId_array_size = data_view.get_array_size()
@property
def a_path(self):
data_view = og.AttributeValueHelper(self._attributes.a_path)
return data_view.get(reserved_element_count=self.a_path_size)
@a_path.setter
def a_path(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_path)
data_view.set(value)
self.a_path_size = data_view.get_array_size()
@property
def a_pointd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
return data_view.get()
@a_pointd_3.setter
def a_pointd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
data_view.set(value)
@property
def a_pointd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
return data_view.get(reserved_element_count=self.a_pointd_3_array_size)
@a_pointd_3_array.setter
def a_pointd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
data_view.set(value)
self.a_pointd_3_array_size = data_view.get_array_size()
@property
def a_pointf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
return data_view.get()
@a_pointf_3.setter
def a_pointf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
data_view.set(value)
@property
def a_pointf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
return data_view.get(reserved_element_count=self.a_pointf_3_array_size)
@a_pointf_3_array.setter
def a_pointf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
data_view.set(value)
self.a_pointf_3_array_size = data_view.get_array_size()
@property
def a_pointh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
return data_view.get()
@a_pointh_3.setter
def a_pointh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
data_view.set(value)
@property
def a_pointh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
return data_view.get(reserved_element_count=self.a_pointh_3_array_size)
@a_pointh_3_array.setter
def a_pointh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
data_view.set(value)
self.a_pointh_3_array_size = data_view.get_array_size()
@property
def a_quatd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
return data_view.get()
@a_quatd_4.setter
def a_quatd_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
data_view.set(value)
@property
def a_quatd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
return data_view.get(reserved_element_count=self.a_quatd_4_array_size)
@a_quatd_4_array.setter
def a_quatd_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
data_view.set(value)
self.a_quatd_4_array_size = data_view.get_array_size()
@property
def a_quatf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
return data_view.get()
@a_quatf_4.setter
def a_quatf_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
data_view.set(value)
@property
def a_quatf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
return data_view.get(reserved_element_count=self.a_quatf_4_array_size)
@a_quatf_4_array.setter
def a_quatf_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
data_view.set(value)
self.a_quatf_4_array_size = data_view.get_array_size()
@property
def a_quath_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
return data_view.get()
@a_quath_4.setter
def a_quath_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
data_view.set(value)
@property
def a_quath_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
return data_view.get(reserved_element_count=self.a_quath_4_array_size)
@a_quath_4_array.setter
def a_quath_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
data_view.set(value)
self.a_quath_4_array_size = data_view.get_array_size()
@property
def a_string(self):
data_view = og.AttributeValueHelper(self._attributes.a_string)
return data_view.get(reserved_element_count=self.a_string_size)
@a_string.setter
def a_string(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_string)
data_view.set(value)
self.a_string_size = data_view.get_array_size()
@property
def a_target(self):
data_view = og.AttributeValueHelper(self._attributes.a_target)
return data_view.get(reserved_element_count=self.a_target_size)
@a_target.setter
def a_target(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_target)
data_view.set(value)
self.a_target_size = data_view.get_array_size()
@property
def a_texcoordd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
return data_view.get()
@a_texcoordd_2.setter
def a_texcoordd_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
data_view.set(value)
@property
def a_texcoordd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
return data_view.get(reserved_element_count=self.a_texcoordd_2_array_size)
@a_texcoordd_2_array.setter
def a_texcoordd_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
data_view.set(value)
self.a_texcoordd_2_array_size = data_view.get_array_size()
@property
def a_texcoordd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
return data_view.get()
@a_texcoordd_3.setter
def a_texcoordd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
data_view.set(value)
@property
def a_texcoordd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
return data_view.get(reserved_element_count=self.a_texcoordd_3_array_size)
@a_texcoordd_3_array.setter
def a_texcoordd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
data_view.set(value)
self.a_texcoordd_3_array_size = data_view.get_array_size()
@property
def a_texcoordf_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
return data_view.get()
@a_texcoordf_2.setter
def a_texcoordf_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
data_view.set(value)
@property
def a_texcoordf_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
return data_view.get(reserved_element_count=self.a_texcoordf_2_array_size)
@a_texcoordf_2_array.setter
def a_texcoordf_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
data_view.set(value)
self.a_texcoordf_2_array_size = data_view.get_array_size()
@property
def a_texcoordf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
return data_view.get()
@a_texcoordf_3.setter
def a_texcoordf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
data_view.set(value)
@property
def a_texcoordf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
return data_view.get(reserved_element_count=self.a_texcoordf_3_array_size)
@a_texcoordf_3_array.setter
def a_texcoordf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
data_view.set(value)
self.a_texcoordf_3_array_size = data_view.get_array_size()
@property
def a_texcoordh_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
return data_view.get()
@a_texcoordh_2.setter
def a_texcoordh_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
data_view.set(value)
@property
def a_texcoordh_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
return data_view.get(reserved_element_count=self.a_texcoordh_2_array_size)
@a_texcoordh_2_array.setter
def a_texcoordh_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
data_view.set(value)
self.a_texcoordh_2_array_size = data_view.get_array_size()
@property
def a_texcoordh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
return data_view.get()
@a_texcoordh_3.setter
def a_texcoordh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
data_view.set(value)
@property
def a_texcoordh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
return data_view.get(reserved_element_count=self.a_texcoordh_3_array_size)
@a_texcoordh_3_array.setter
def a_texcoordh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
data_view.set(value)
self.a_texcoordh_3_array_size = data_view.get_array_size()
@property
def a_timecode(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
return data_view.get()
@a_timecode.setter
def a_timecode(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
data_view.set(value)
@property
def a_timecode_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
return data_view.get(reserved_element_count=self.a_timecode_array_size)
@a_timecode_array.setter
def a_timecode_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
data_view.set(value)
self.a_timecode_array_size = data_view.get_array_size()
@property
def a_token(self):
data_view = og.AttributeValueHelper(self._attributes.a_token)
return data_view.get()
@a_token.setter
def a_token(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_token)
data_view.set(value)
@property
def a_token_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
return data_view.get(reserved_element_count=self.a_token_array_size)
@a_token_array.setter
def a_token_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
data_view.set(value)
self.a_token_array_size = data_view.get_array_size()
@property
def a_uchar(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
return data_view.get()
@a_uchar.setter
def a_uchar(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
data_view.set(value)
@property
def a_uchar_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
return data_view.get(reserved_element_count=self.a_uchar_array_size)
@a_uchar_array.setter
def a_uchar_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
data_view.set(value)
self.a_uchar_array_size = data_view.get_array_size()
@property
def a_uint(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint)
return data_view.get()
@a_uint.setter
def a_uint(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint)
data_view.set(value)
@property
def a_uint64(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
return data_view.get()
@a_uint64.setter
def a_uint64(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
data_view.set(value)
@property
def a_uint64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
return data_view.get(reserved_element_count=self.a_uint64_array_size)
@a_uint64_array.setter
def a_uint64_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
data_view.set(value)
self.a_uint64_array_size = data_view.get_array_size()
@property
def a_uint_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
return data_view.get(reserved_element_count=self.a_uint_array_size)
@a_uint_array.setter
def a_uint_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
data_view.set(value)
self.a_uint_array_size = data_view.get_array_size()
@property
def a_vectord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
return data_view.get()
@a_vectord_3.setter
def a_vectord_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
data_view.set(value)
@property
def a_vectord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
return data_view.get(reserved_element_count=self.a_vectord_3_array_size)
@a_vectord_3_array.setter
def a_vectord_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
data_view.set(value)
self.a_vectord_3_array_size = data_view.get_array_size()
@property
def a_vectorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
return data_view.get()
@a_vectorf_3.setter
def a_vectorf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
data_view.set(value)
@property
def a_vectorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
return data_view.get(reserved_element_count=self.a_vectorf_3_array_size)
@a_vectorf_3_array.setter
def a_vectorf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
data_view.set(value)
self.a_vectorf_3_array_size = data_view.get_array_size()
@property
def a_vectorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
return data_view.get()
@a_vectorh_3.setter
def a_vectorh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
data_view.set(value)
@property
def a_vectorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
return data_view.get(reserved_element_count=self.a_vectorh_3_array_size)
@a_vectorh_3_array.setter
def a_vectorh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
data_view.set(value)
self.a_vectorh_3_array_size = data_view.get_array_size()
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=False, gpu_ptr_kinds={})
self.a_bool_array_size = 2
self.a_colord_3_array_size = 2
self.a_colord_4_array_size = 2
self.a_colorf_3_array_size = 2
self.a_colorf_4_array_size = 2
self.a_colorh_3_array_size = 2
self.a_colorh_4_array_size = 2
self.a_double_2_array_size = 2
self.a_double_3_array_size = 2
self.a_double_4_array_size = 2
self.a_double_array_size = 2
self.a_float_2_array_size = 2
self.a_float_3_array_size = 2
self.a_float_4_array_size = 2
self.a_float_array_size = 2
self.a_frame_4_array_size = 2
self.a_half_2_array_size = 2
self.a_half_3_array_size = 2
self.a_half_4_array_size = 2
self.a_half_array_size = 2
self.a_int64_array_size = 2
self.a_int_2_array_size = 2
self.a_int_3_array_size = 2
self.a_int_4_array_size = 2
self.a_int_array_size = 2
self.a_matrixd_2_array_size = 2
self.a_matrixd_3_array_size = 2
self.a_matrixd_4_array_size = 2
self.a_normald_3_array_size = 2
self.a_normalf_3_array_size = 2
self.a_normalh_3_array_size = 2
self.a_objectId_array_size = 2
self.a_path_size = 6
self.a_pointd_3_array_size = 2
self.a_pointf_3_array_size = 2
self.a_pointh_3_array_size = 2
self.a_quatd_4_array_size = 2
self.a_quatf_4_array_size = 2
self.a_quath_4_array_size = 2
self.a_string_size = 20
self.a_stringEmpty_size = None
self.a_target_size = None
self.a_texcoordd_2_array_size = 2
self.a_texcoordd_3_array_size = 2
self.a_texcoordf_2_array_size = 2
self.a_texcoordf_3_array_size = 2
self.a_texcoordh_2_array_size = 2
self.a_texcoordh_3_array_size = 2
self.a_timecode_array_size = 2
self.a_token_array_size = 2
self.a_uchar_array_size = 2
self.a_uint64_array_size = 2
self.a_uint_array_size = 2
self.a_vectord_3_array_size = 2
self.a_vectorf_3_array_size = 2
self.a_vectorh_3_array_size = 2
@property
def a_bool(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool)
return data_view.get()
@a_bool.setter
def a_bool(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_bool)
data_view.set(value)
@property
def a_bool_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
self.a_bool_array_size = data_view.get_array_size()
return data_view.get()
@a_bool_array.setter
def a_bool_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_bool_array)
data_view.set(value)
self.a_bool_array_size = data_view.get_array_size()
@property
def a_bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute state.a_bundle"""
return self.__bundles.a_bundle
@a_bundle.setter
def a_bundle(self, bundle: og.BundleContents):
"""Overwrite the bundle attribute state.a_bundle with a new bundle"""
if not isinstance(bundle, og.BundleContents):
carb.log_error("Only bundle attributes can be assigned to another bundle attribute")
self.__bundles.a_bundle.bundle = bundle
@property
def a_colord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
return data_view.get()
@a_colord_3.setter
def a_colord_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3)
data_view.set(value)
@property
def a_colord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
self.a_colord_3_array_size = data_view.get_array_size()
return data_view.get()
@a_colord_3_array.setter
def a_colord_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_3_array)
data_view.set(value)
self.a_colord_3_array_size = data_view.get_array_size()
@property
def a_colord_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
return data_view.get()
@a_colord_4.setter
def a_colord_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4)
data_view.set(value)
@property
def a_colord_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
self.a_colord_4_array_size = data_view.get_array_size()
return data_view.get()
@a_colord_4_array.setter
def a_colord_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord_4_array)
data_view.set(value)
self.a_colord_4_array_size = data_view.get_array_size()
@property
def a_colorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
return data_view.get()
@a_colorf_3.setter
def a_colorf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3)
data_view.set(value)
@property
def a_colorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
self.a_colorf_3_array_size = data_view.get_array_size()
return data_view.get()
@a_colorf_3_array.setter
def a_colorf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_3_array)
data_view.set(value)
self.a_colorf_3_array_size = data_view.get_array_size()
@property
def a_colorf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
return data_view.get()
@a_colorf_4.setter
def a_colorf_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4)
data_view.set(value)
@property
def a_colorf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
self.a_colorf_4_array_size = data_view.get_array_size()
return data_view.get()
@a_colorf_4_array.setter
def a_colorf_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf_4_array)
data_view.set(value)
self.a_colorf_4_array_size = data_view.get_array_size()
@property
def a_colorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
return data_view.get()
@a_colorh_3.setter
def a_colorh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3)
data_view.set(value)
@property
def a_colorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
self.a_colorh_3_array_size = data_view.get_array_size()
return data_view.get()
@a_colorh_3_array.setter
def a_colorh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_3_array)
data_view.set(value)
self.a_colorh_3_array_size = data_view.get_array_size()
@property
def a_colorh_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
return data_view.get()
@a_colorh_4.setter
def a_colorh_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4)
data_view.set(value)
@property
def a_colorh_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
self.a_colorh_4_array_size = data_view.get_array_size()
return data_view.get()
@a_colorh_4_array.setter
def a_colorh_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh_4_array)
data_view.set(value)
self.a_colorh_4_array_size = data_view.get_array_size()
@property
def a_double(self):
data_view = og.AttributeValueHelper(self._attributes.a_double)
return data_view.get()
@a_double.setter
def a_double(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double)
data_view.set(value)
@property
def a_double_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
return data_view.get()
@a_double_2.setter
def a_double_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_2)
data_view.set(value)
@property
def a_double_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
self.a_double_2_array_size = data_view.get_array_size()
return data_view.get()
@a_double_2_array.setter
def a_double_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_2_array)
data_view.set(value)
self.a_double_2_array_size = data_view.get_array_size()
@property
def a_double_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
return data_view.get()
@a_double_3.setter
def a_double_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_3)
data_view.set(value)
@property
def a_double_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
self.a_double_3_array_size = data_view.get_array_size()
return data_view.get()
@a_double_3_array.setter
def a_double_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_3_array)
data_view.set(value)
self.a_double_3_array_size = data_view.get_array_size()
@property
def a_double_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
return data_view.get()
@a_double_4.setter
def a_double_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_4)
data_view.set(value)
@property
def a_double_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
self.a_double_4_array_size = data_view.get_array_size()
return data_view.get()
@a_double_4_array.setter
def a_double_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_4_array)
data_view.set(value)
self.a_double_4_array_size = data_view.get_array_size()
@property
def a_double_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
self.a_double_array_size = data_view.get_array_size()
return data_view.get()
@a_double_array.setter
def a_double_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array)
data_view.set(value)
self.a_double_array_size = data_view.get_array_size()
@property
def a_execution(self):
data_view = og.AttributeValueHelper(self._attributes.a_execution)
return data_view.get()
@a_execution.setter
def a_execution(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_execution)
data_view.set(value)
@property
def a_firstEvaluation(self):
data_view = og.AttributeValueHelper(self._attributes.a_firstEvaluation)
return data_view.get()
@a_firstEvaluation.setter
def a_firstEvaluation(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_firstEvaluation)
data_view.set(value)
@property
def a_float(self):
data_view = og.AttributeValueHelper(self._attributes.a_float)
return data_view.get()
@a_float.setter
def a_float(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float)
data_view.set(value)
@property
def a_float_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
return data_view.get()
@a_float_2.setter
def a_float_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_2)
data_view.set(value)
@property
def a_float_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
self.a_float_2_array_size = data_view.get_array_size()
return data_view.get()
@a_float_2_array.setter
def a_float_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_2_array)
data_view.set(value)
self.a_float_2_array_size = data_view.get_array_size()
@property
def a_float_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
return data_view.get()
@a_float_3.setter
def a_float_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_3)
data_view.set(value)
@property
def a_float_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
self.a_float_3_array_size = data_view.get_array_size()
return data_view.get()
@a_float_3_array.setter
def a_float_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_3_array)
data_view.set(value)
self.a_float_3_array_size = data_view.get_array_size()
@property
def a_float_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
return data_view.get()
@a_float_4.setter
def a_float_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_4)
data_view.set(value)
@property
def a_float_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
self.a_float_4_array_size = data_view.get_array_size()
return data_view.get()
@a_float_4_array.setter
def a_float_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_4_array)
data_view.set(value)
self.a_float_4_array_size = data_view.get_array_size()
@property
def a_float_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
self.a_float_array_size = data_view.get_array_size()
return data_view.get()
@a_float_array.setter
def a_float_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array)
data_view.set(value)
self.a_float_array_size = data_view.get_array_size()
@property
def a_frame_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
return data_view.get()
@a_frame_4.setter
def a_frame_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4)
data_view.set(value)
@property
def a_frame_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
self.a_frame_4_array_size = data_view.get_array_size()
return data_view.get()
@a_frame_4_array.setter
def a_frame_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame_4_array)
data_view.set(value)
self.a_frame_4_array_size = data_view.get_array_size()
@property
def a_half(self):
data_view = og.AttributeValueHelper(self._attributes.a_half)
return data_view.get()
@a_half.setter
def a_half(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half)
data_view.set(value)
@property
def a_half_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
return data_view.get()
@a_half_2.setter
def a_half_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_2)
data_view.set(value)
@property
def a_half_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
self.a_half_2_array_size = data_view.get_array_size()
return data_view.get()
@a_half_2_array.setter
def a_half_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_2_array)
data_view.set(value)
self.a_half_2_array_size = data_view.get_array_size()
@property
def a_half_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
return data_view.get()
@a_half_3.setter
def a_half_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_3)
data_view.set(value)
@property
def a_half_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
self.a_half_3_array_size = data_view.get_array_size()
return data_view.get()
@a_half_3_array.setter
def a_half_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_3_array)
data_view.set(value)
self.a_half_3_array_size = data_view.get_array_size()
@property
def a_half_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
return data_view.get()
@a_half_4.setter
def a_half_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_4)
data_view.set(value)
@property
def a_half_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
self.a_half_4_array_size = data_view.get_array_size()
return data_view.get()
@a_half_4_array.setter
def a_half_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_4_array)
data_view.set(value)
self.a_half_4_array_size = data_view.get_array_size()
@property
def a_half_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
self.a_half_array_size = data_view.get_array_size()
return data_view.get()
@a_half_array.setter
def a_half_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array)
data_view.set(value)
self.a_half_array_size = data_view.get_array_size()
@property
def a_int(self):
data_view = og.AttributeValueHelper(self._attributes.a_int)
return data_view.get()
@a_int.setter
def a_int(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int)
data_view.set(value)
@property
def a_int64(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64)
return data_view.get()
@a_int64.setter
def a_int64(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int64)
data_view.set(value)
@property
def a_int64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
self.a_int64_array_size = data_view.get_array_size()
return data_view.get()
@a_int64_array.setter
def a_int64_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int64_array)
data_view.set(value)
self.a_int64_array_size = data_view.get_array_size()
@property
def a_int_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
return data_view.get()
@a_int_2.setter
def a_int_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_2)
data_view.set(value)
@property
def a_int_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
self.a_int_2_array_size = data_view.get_array_size()
return data_view.get()
@a_int_2_array.setter
def a_int_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_2_array)
data_view.set(value)
self.a_int_2_array_size = data_view.get_array_size()
@property
def a_int_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
return data_view.get()
@a_int_3.setter
def a_int_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_3)
data_view.set(value)
@property
def a_int_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
self.a_int_3_array_size = data_view.get_array_size()
return data_view.get()
@a_int_3_array.setter
def a_int_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_3_array)
data_view.set(value)
self.a_int_3_array_size = data_view.get_array_size()
@property
def a_int_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
return data_view.get()
@a_int_4.setter
def a_int_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_4)
data_view.set(value)
@property
def a_int_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
self.a_int_4_array_size = data_view.get_array_size()
return data_view.get()
@a_int_4_array.setter
def a_int_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_4_array)
data_view.set(value)
self.a_int_4_array_size = data_view.get_array_size()
@property
def a_int_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
self.a_int_array_size = data_view.get_array_size()
return data_view.get()
@a_int_array.setter
def a_int_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_int_array)
data_view.set(value)
self.a_int_array_size = data_view.get_array_size()
@property
def a_matrixd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
return data_view.get()
@a_matrixd_2.setter
def a_matrixd_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2)
data_view.set(value)
@property
def a_matrixd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
self.a_matrixd_2_array_size = data_view.get_array_size()
return data_view.get()
@a_matrixd_2_array.setter
def a_matrixd_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_2_array)
data_view.set(value)
self.a_matrixd_2_array_size = data_view.get_array_size()
@property
def a_matrixd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
return data_view.get()
@a_matrixd_3.setter
def a_matrixd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3)
data_view.set(value)
@property
def a_matrixd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
self.a_matrixd_3_array_size = data_view.get_array_size()
return data_view.get()
@a_matrixd_3_array.setter
def a_matrixd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_3_array)
data_view.set(value)
self.a_matrixd_3_array_size = data_view.get_array_size()
@property
def a_matrixd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
return data_view.get()
@a_matrixd_4.setter
def a_matrixd_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4)
data_view.set(value)
@property
def a_matrixd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
self.a_matrixd_4_array_size = data_view.get_array_size()
return data_view.get()
@a_matrixd_4_array.setter
def a_matrixd_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd_4_array)
data_view.set(value)
self.a_matrixd_4_array_size = data_view.get_array_size()
@property
def a_normald_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
return data_view.get()
@a_normald_3.setter
def a_normald_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3)
data_view.set(value)
@property
def a_normald_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
self.a_normald_3_array_size = data_view.get_array_size()
return data_view.get()
@a_normald_3_array.setter
def a_normald_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald_3_array)
data_view.set(value)
self.a_normald_3_array_size = data_view.get_array_size()
@property
def a_normalf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
return data_view.get()
@a_normalf_3.setter
def a_normalf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3)
data_view.set(value)
@property
def a_normalf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
self.a_normalf_3_array_size = data_view.get_array_size()
return data_view.get()
@a_normalf_3_array.setter
def a_normalf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf_3_array)
data_view.set(value)
self.a_normalf_3_array_size = data_view.get_array_size()
@property
def a_normalh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
return data_view.get()
@a_normalh_3.setter
def a_normalh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3)
data_view.set(value)
@property
def a_normalh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
self.a_normalh_3_array_size = data_view.get_array_size()
return data_view.get()
@a_normalh_3_array.setter
def a_normalh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh_3_array)
data_view.set(value)
self.a_normalh_3_array_size = data_view.get_array_size()
@property
def a_objectId(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
return data_view.get()
@a_objectId.setter
def a_objectId(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_objectId)
data_view.set(value)
@property
def a_objectId_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
self.a_objectId_array_size = data_view.get_array_size()
return data_view.get()
@a_objectId_array.setter
def a_objectId_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_objectId_array)
data_view.set(value)
self.a_objectId_array_size = data_view.get_array_size()
@property
def a_path(self):
data_view = og.AttributeValueHelper(self._attributes.a_path)
self.a_path_size = data_view.get_array_size()
return data_view.get()
@a_path.setter
def a_path(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_path)
data_view.set(value)
self.a_path_size = data_view.get_array_size()
@property
def a_pointd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
return data_view.get()
@a_pointd_3.setter
def a_pointd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3)
data_view.set(value)
@property
def a_pointd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
self.a_pointd_3_array_size = data_view.get_array_size()
return data_view.get()
@a_pointd_3_array.setter
def a_pointd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd_3_array)
data_view.set(value)
self.a_pointd_3_array_size = data_view.get_array_size()
@property
def a_pointf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
return data_view.get()
@a_pointf_3.setter
def a_pointf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3)
data_view.set(value)
@property
def a_pointf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
self.a_pointf_3_array_size = data_view.get_array_size()
return data_view.get()
@a_pointf_3_array.setter
def a_pointf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf_3_array)
data_view.set(value)
self.a_pointf_3_array_size = data_view.get_array_size()
@property
def a_pointh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
return data_view.get()
@a_pointh_3.setter
def a_pointh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3)
data_view.set(value)
@property
def a_pointh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
self.a_pointh_3_array_size = data_view.get_array_size()
return data_view.get()
@a_pointh_3_array.setter
def a_pointh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh_3_array)
data_view.set(value)
self.a_pointh_3_array_size = data_view.get_array_size()
@property
def a_quatd_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
return data_view.get()
@a_quatd_4.setter
def a_quatd_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4)
data_view.set(value)
@property
def a_quatd_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
self.a_quatd_4_array_size = data_view.get_array_size()
return data_view.get()
@a_quatd_4_array.setter
def a_quatd_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd_4_array)
data_view.set(value)
self.a_quatd_4_array_size = data_view.get_array_size()
@property
def a_quatf_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
return data_view.get()
@a_quatf_4.setter
def a_quatf_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4)
data_view.set(value)
@property
def a_quatf_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
self.a_quatf_4_array_size = data_view.get_array_size()
return data_view.get()
@a_quatf_4_array.setter
def a_quatf_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf_4_array)
data_view.set(value)
self.a_quatf_4_array_size = data_view.get_array_size()
@property
def a_quath_4(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
return data_view.get()
@a_quath_4.setter
def a_quath_4(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4)
data_view.set(value)
@property
def a_quath_4_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
self.a_quath_4_array_size = data_view.get_array_size()
return data_view.get()
@a_quath_4_array.setter
def a_quath_4_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath_4_array)
data_view.set(value)
self.a_quath_4_array_size = data_view.get_array_size()
@property
def a_string(self):
data_view = og.AttributeValueHelper(self._attributes.a_string)
self.a_string_size = data_view.get_array_size()
return data_view.get()
@a_string.setter
def a_string(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_string)
data_view.set(value)
self.a_string_size = data_view.get_array_size()
@property
def a_stringEmpty(self):
data_view = og.AttributeValueHelper(self._attributes.a_stringEmpty)
self.a_stringEmpty_size = data_view.get_array_size()
return data_view.get()
@a_stringEmpty.setter
def a_stringEmpty(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_stringEmpty)
data_view.set(value)
self.a_stringEmpty_size = data_view.get_array_size()
@property
def a_target(self):
data_view = og.AttributeValueHelper(self._attributes.a_target)
self.a_target_size = data_view.get_array_size()
return data_view.get()
@a_target.setter
def a_target(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_target)
data_view.set(value)
self.a_target_size = data_view.get_array_size()
@property
def a_texcoordd_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
return data_view.get()
@a_texcoordd_2.setter
def a_texcoordd_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2)
data_view.set(value)
@property
def a_texcoordd_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
self.a_texcoordd_2_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordd_2_array.setter
def a_texcoordd_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_2_array)
data_view.set(value)
self.a_texcoordd_2_array_size = data_view.get_array_size()
@property
def a_texcoordd_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
return data_view.get()
@a_texcoordd_3.setter
def a_texcoordd_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3)
data_view.set(value)
@property
def a_texcoordd_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
self.a_texcoordd_3_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordd_3_array.setter
def a_texcoordd_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd_3_array)
data_view.set(value)
self.a_texcoordd_3_array_size = data_view.get_array_size()
@property
def a_texcoordf_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
return data_view.get()
@a_texcoordf_2.setter
def a_texcoordf_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2)
data_view.set(value)
@property
def a_texcoordf_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
self.a_texcoordf_2_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordf_2_array.setter
def a_texcoordf_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_2_array)
data_view.set(value)
self.a_texcoordf_2_array_size = data_view.get_array_size()
@property
def a_texcoordf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
return data_view.get()
@a_texcoordf_3.setter
def a_texcoordf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3)
data_view.set(value)
@property
def a_texcoordf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
self.a_texcoordf_3_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordf_3_array.setter
def a_texcoordf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf_3_array)
data_view.set(value)
self.a_texcoordf_3_array_size = data_view.get_array_size()
@property
def a_texcoordh_2(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
return data_view.get()
@a_texcoordh_2.setter
def a_texcoordh_2(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2)
data_view.set(value)
@property
def a_texcoordh_2_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
self.a_texcoordh_2_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordh_2_array.setter
def a_texcoordh_2_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_2_array)
data_view.set(value)
self.a_texcoordh_2_array_size = data_view.get_array_size()
@property
def a_texcoordh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
return data_view.get()
@a_texcoordh_3.setter
def a_texcoordh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3)
data_view.set(value)
@property
def a_texcoordh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
self.a_texcoordh_3_array_size = data_view.get_array_size()
return data_view.get()
@a_texcoordh_3_array.setter
def a_texcoordh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh_3_array)
data_view.set(value)
self.a_texcoordh_3_array_size = data_view.get_array_size()
@property
def a_timecode(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
return data_view.get()
@a_timecode.setter
def a_timecode(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode)
data_view.set(value)
@property
def a_timecode_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
self.a_timecode_array_size = data_view.get_array_size()
return data_view.get()
@a_timecode_array.setter
def a_timecode_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array)
data_view.set(value)
self.a_timecode_array_size = data_view.get_array_size()
@property
def a_token(self):
data_view = og.AttributeValueHelper(self._attributes.a_token)
return data_view.get()
@a_token.setter
def a_token(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_token)
data_view.set(value)
@property
def a_token_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
self.a_token_array_size = data_view.get_array_size()
return data_view.get()
@a_token_array.setter
def a_token_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_token_array)
data_view.set(value)
self.a_token_array_size = data_view.get_array_size()
@property
def a_uchar(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
return data_view.get()
@a_uchar.setter
def a_uchar(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uchar)
data_view.set(value)
@property
def a_uchar_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
self.a_uchar_array_size = data_view.get_array_size()
return data_view.get()
@a_uchar_array.setter
def a_uchar_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uchar_array)
data_view.set(value)
self.a_uchar_array_size = data_view.get_array_size()
@property
def a_uint(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint)
return data_view.get()
@a_uint.setter
def a_uint(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint)
data_view.set(value)
@property
def a_uint64(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
return data_view.get()
@a_uint64.setter
def a_uint64(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint64)
data_view.set(value)
@property
def a_uint64_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
self.a_uint64_array_size = data_view.get_array_size()
return data_view.get()
@a_uint64_array.setter
def a_uint64_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint64_array)
data_view.set(value)
self.a_uint64_array_size = data_view.get_array_size()
@property
def a_uint_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
self.a_uint_array_size = data_view.get_array_size()
return data_view.get()
@a_uint_array.setter
def a_uint_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_uint_array)
data_view.set(value)
self.a_uint_array_size = data_view.get_array_size()
@property
def a_vectord_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
return data_view.get()
@a_vectord_3.setter
def a_vectord_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3)
data_view.set(value)
@property
def a_vectord_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
self.a_vectord_3_array_size = data_view.get_array_size()
return data_view.get()
@a_vectord_3_array.setter
def a_vectord_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord_3_array)
data_view.set(value)
self.a_vectord_3_array_size = data_view.get_array_size()
@property
def a_vectorf_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
return data_view.get()
@a_vectorf_3.setter
def a_vectorf_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3)
data_view.set(value)
@property
def a_vectorf_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
self.a_vectorf_3_array_size = data_view.get_array_size()
return data_view.get()
@a_vectorf_3_array.setter
def a_vectorf_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf_3_array)
data_view.set(value)
self.a_vectorf_3_array_size = data_view.get_array_size()
@property
def a_vectorh_3(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
return data_view.get()
@a_vectorh_3.setter
def a_vectorh_3(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3)
data_view.set(value)
@property
def a_vectorh_3_array(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
self.a_vectorh_3_array_size = data_view.get_array_size()
return data_view.get()
@a_vectorh_3_array.setter
def a_vectorh_3_array(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh_3_array)
data_view.set(value)
self.a_vectorh_3_array_size = data_view.get_array_size()
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestAllDataTypesDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestAllDataTypesDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestAllDataTypesDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 235,864 | Python | 48.087409 | 540 | 0.582777 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestNanInfDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestNanInf
Test node that exercises specification of NaN and Inf numbers, tuples, and arrays
"""
import carb
import numpy
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestNanInfDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestNanInf
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.a_colord3_array_inf
inputs.a_colord3_array_nan
inputs.a_colord3_array_ninf
inputs.a_colord3_array_snan
inputs.a_colord3_inf
inputs.a_colord3_nan
inputs.a_colord3_ninf
inputs.a_colord3_snan
inputs.a_colord4_array_inf
inputs.a_colord4_array_nan
inputs.a_colord4_array_ninf
inputs.a_colord4_array_snan
inputs.a_colord4_inf
inputs.a_colord4_nan
inputs.a_colord4_ninf
inputs.a_colord4_snan
inputs.a_colorf3_array_inf
inputs.a_colorf3_array_nan
inputs.a_colorf3_array_ninf
inputs.a_colorf3_array_snan
inputs.a_colorf3_inf
inputs.a_colorf3_nan
inputs.a_colorf3_ninf
inputs.a_colorf3_snan
inputs.a_colorf4_array_inf
inputs.a_colorf4_array_nan
inputs.a_colorf4_array_ninf
inputs.a_colorf4_array_snan
inputs.a_colorf4_inf
inputs.a_colorf4_nan
inputs.a_colorf4_ninf
inputs.a_colorf4_snan
inputs.a_colorh3_array_inf
inputs.a_colorh3_array_nan
inputs.a_colorh3_array_ninf
inputs.a_colorh3_array_snan
inputs.a_colorh3_inf
inputs.a_colorh3_nan
inputs.a_colorh3_ninf
inputs.a_colorh3_snan
inputs.a_colorh4_array_inf
inputs.a_colorh4_array_nan
inputs.a_colorh4_array_ninf
inputs.a_colorh4_array_snan
inputs.a_colorh4_inf
inputs.a_colorh4_nan
inputs.a_colorh4_ninf
inputs.a_colorh4_snan
inputs.a_double2_array_inf
inputs.a_double2_array_nan
inputs.a_double2_array_ninf
inputs.a_double2_array_snan
inputs.a_double2_inf
inputs.a_double2_nan
inputs.a_double2_ninf
inputs.a_double2_snan
inputs.a_double3_array_inf
inputs.a_double3_array_nan
inputs.a_double3_array_ninf
inputs.a_double3_array_snan
inputs.a_double3_inf
inputs.a_double3_nan
inputs.a_double3_ninf
inputs.a_double3_snan
inputs.a_double4_array_inf
inputs.a_double4_array_nan
inputs.a_double4_array_ninf
inputs.a_double4_array_snan
inputs.a_double4_inf
inputs.a_double4_nan
inputs.a_double4_ninf
inputs.a_double4_snan
inputs.a_double_array_inf
inputs.a_double_array_nan
inputs.a_double_array_ninf
inputs.a_double_array_snan
inputs.a_double_inf
inputs.a_double_nan
inputs.a_double_ninf
inputs.a_double_snan
inputs.a_float2_array_inf
inputs.a_float2_array_nan
inputs.a_float2_array_ninf
inputs.a_float2_array_snan
inputs.a_float2_inf
inputs.a_float2_nan
inputs.a_float2_ninf
inputs.a_float2_snan
inputs.a_float3_array_inf
inputs.a_float3_array_nan
inputs.a_float3_array_ninf
inputs.a_float3_array_snan
inputs.a_float3_inf
inputs.a_float3_nan
inputs.a_float3_ninf
inputs.a_float3_snan
inputs.a_float4_array_inf
inputs.a_float4_array_nan
inputs.a_float4_array_ninf
inputs.a_float4_array_snan
inputs.a_float4_inf
inputs.a_float4_nan
inputs.a_float4_ninf
inputs.a_float4_snan
inputs.a_float_array_inf
inputs.a_float_array_nan
inputs.a_float_array_ninf
inputs.a_float_array_snan
inputs.a_float_inf
inputs.a_float_nan
inputs.a_float_ninf
inputs.a_float_snan
inputs.a_frame4_array_inf
inputs.a_frame4_array_nan
inputs.a_frame4_array_ninf
inputs.a_frame4_array_snan
inputs.a_frame4_inf
inputs.a_frame4_nan
inputs.a_frame4_ninf
inputs.a_frame4_snan
inputs.a_half2_array_inf
inputs.a_half2_array_nan
inputs.a_half2_array_ninf
inputs.a_half2_array_snan
inputs.a_half2_inf
inputs.a_half2_nan
inputs.a_half2_ninf
inputs.a_half2_snan
inputs.a_half3_array_inf
inputs.a_half3_array_nan
inputs.a_half3_array_ninf
inputs.a_half3_array_snan
inputs.a_half3_inf
inputs.a_half3_nan
inputs.a_half3_ninf
inputs.a_half3_snan
inputs.a_half4_array_inf
inputs.a_half4_array_nan
inputs.a_half4_array_ninf
inputs.a_half4_array_snan
inputs.a_half4_inf
inputs.a_half4_nan
inputs.a_half4_ninf
inputs.a_half4_snan
inputs.a_half_array_inf
inputs.a_half_array_nan
inputs.a_half_array_ninf
inputs.a_half_array_snan
inputs.a_half_inf
inputs.a_half_nan
inputs.a_half_ninf
inputs.a_half_snan
inputs.a_matrixd2_array_inf
inputs.a_matrixd2_array_nan
inputs.a_matrixd2_array_ninf
inputs.a_matrixd2_array_snan
inputs.a_matrixd2_inf
inputs.a_matrixd2_nan
inputs.a_matrixd2_ninf
inputs.a_matrixd2_snan
inputs.a_matrixd3_array_inf
inputs.a_matrixd3_array_nan
inputs.a_matrixd3_array_ninf
inputs.a_matrixd3_array_snan
inputs.a_matrixd3_inf
inputs.a_matrixd3_nan
inputs.a_matrixd3_ninf
inputs.a_matrixd3_snan
inputs.a_matrixd4_array_inf
inputs.a_matrixd4_array_nan
inputs.a_matrixd4_array_ninf
inputs.a_matrixd4_array_snan
inputs.a_matrixd4_inf
inputs.a_matrixd4_nan
inputs.a_matrixd4_ninf
inputs.a_matrixd4_snan
inputs.a_normald3_array_inf
inputs.a_normald3_array_nan
inputs.a_normald3_array_ninf
inputs.a_normald3_array_snan
inputs.a_normald3_inf
inputs.a_normald3_nan
inputs.a_normald3_ninf
inputs.a_normald3_snan
inputs.a_normalf3_array_inf
inputs.a_normalf3_array_nan
inputs.a_normalf3_array_ninf
inputs.a_normalf3_array_snan
inputs.a_normalf3_inf
inputs.a_normalf3_nan
inputs.a_normalf3_ninf
inputs.a_normalf3_snan
inputs.a_normalh3_array_inf
inputs.a_normalh3_array_nan
inputs.a_normalh3_array_ninf
inputs.a_normalh3_array_snan
inputs.a_normalh3_inf
inputs.a_normalh3_nan
inputs.a_normalh3_ninf
inputs.a_normalh3_snan
inputs.a_pointd3_array_inf
inputs.a_pointd3_array_nan
inputs.a_pointd3_array_ninf
inputs.a_pointd3_array_snan
inputs.a_pointd3_inf
inputs.a_pointd3_nan
inputs.a_pointd3_ninf
inputs.a_pointd3_snan
inputs.a_pointf3_array_inf
inputs.a_pointf3_array_nan
inputs.a_pointf3_array_ninf
inputs.a_pointf3_array_snan
inputs.a_pointf3_inf
inputs.a_pointf3_nan
inputs.a_pointf3_ninf
inputs.a_pointf3_snan
inputs.a_pointh3_array_inf
inputs.a_pointh3_array_nan
inputs.a_pointh3_array_ninf
inputs.a_pointh3_array_snan
inputs.a_pointh3_inf
inputs.a_pointh3_nan
inputs.a_pointh3_ninf
inputs.a_pointh3_snan
inputs.a_quatd4_array_inf
inputs.a_quatd4_array_nan
inputs.a_quatd4_array_ninf
inputs.a_quatd4_array_snan
inputs.a_quatd4_inf
inputs.a_quatd4_nan
inputs.a_quatd4_ninf
inputs.a_quatd4_snan
inputs.a_quatf4_array_inf
inputs.a_quatf4_array_nan
inputs.a_quatf4_array_ninf
inputs.a_quatf4_array_snan
inputs.a_quatf4_inf
inputs.a_quatf4_nan
inputs.a_quatf4_ninf
inputs.a_quatf4_snan
inputs.a_quath4_array_inf
inputs.a_quath4_array_nan
inputs.a_quath4_array_ninf
inputs.a_quath4_array_snan
inputs.a_quath4_inf
inputs.a_quath4_nan
inputs.a_quath4_ninf
inputs.a_quath4_snan
inputs.a_texcoordd2_array_inf
inputs.a_texcoordd2_array_nan
inputs.a_texcoordd2_array_ninf
inputs.a_texcoordd2_array_snan
inputs.a_texcoordd2_inf
inputs.a_texcoordd2_nan
inputs.a_texcoordd2_ninf
inputs.a_texcoordd2_snan
inputs.a_texcoordd3_array_inf
inputs.a_texcoordd3_array_nan
inputs.a_texcoordd3_array_ninf
inputs.a_texcoordd3_array_snan
inputs.a_texcoordd3_inf
inputs.a_texcoordd3_nan
inputs.a_texcoordd3_ninf
inputs.a_texcoordd3_snan
inputs.a_texcoordf2_array_inf
inputs.a_texcoordf2_array_nan
inputs.a_texcoordf2_array_ninf
inputs.a_texcoordf2_array_snan
inputs.a_texcoordf2_inf
inputs.a_texcoordf2_nan
inputs.a_texcoordf2_ninf
inputs.a_texcoordf2_snan
inputs.a_texcoordf3_array_inf
inputs.a_texcoordf3_array_nan
inputs.a_texcoordf3_array_ninf
inputs.a_texcoordf3_array_snan
inputs.a_texcoordf3_inf
inputs.a_texcoordf3_nan
inputs.a_texcoordf3_ninf
inputs.a_texcoordf3_snan
inputs.a_texcoordh2_array_inf
inputs.a_texcoordh2_array_nan
inputs.a_texcoordh2_array_ninf
inputs.a_texcoordh2_array_snan
inputs.a_texcoordh2_inf
inputs.a_texcoordh2_nan
inputs.a_texcoordh2_ninf
inputs.a_texcoordh2_snan
inputs.a_texcoordh3_array_inf
inputs.a_texcoordh3_array_nan
inputs.a_texcoordh3_array_ninf
inputs.a_texcoordh3_array_snan
inputs.a_texcoordh3_inf
inputs.a_texcoordh3_nan
inputs.a_texcoordh3_ninf
inputs.a_texcoordh3_snan
inputs.a_timecode_array_inf
inputs.a_timecode_array_nan
inputs.a_timecode_array_ninf
inputs.a_timecode_array_snan
inputs.a_timecode_inf
inputs.a_timecode_nan
inputs.a_timecode_ninf
inputs.a_timecode_snan
inputs.a_vectord3_array_inf
inputs.a_vectord3_array_nan
inputs.a_vectord3_array_ninf
inputs.a_vectord3_array_snan
inputs.a_vectord3_inf
inputs.a_vectord3_nan
inputs.a_vectord3_ninf
inputs.a_vectord3_snan
inputs.a_vectorf3_array_inf
inputs.a_vectorf3_array_nan
inputs.a_vectorf3_array_ninf
inputs.a_vectorf3_array_snan
inputs.a_vectorf3_inf
inputs.a_vectorf3_nan
inputs.a_vectorf3_ninf
inputs.a_vectorf3_snan
inputs.a_vectorh3_array_inf
inputs.a_vectorh3_array_nan
inputs.a_vectorh3_array_ninf
inputs.a_vectorh3_array_snan
inputs.a_vectorh3_inf
inputs.a_vectorh3_nan
inputs.a_vectorh3_ninf
inputs.a_vectorh3_snan
Outputs:
outputs.a_colord3_array_inf
outputs.a_colord3_array_nan
outputs.a_colord3_array_ninf
outputs.a_colord3_array_snan
outputs.a_colord3_inf
outputs.a_colord3_nan
outputs.a_colord3_ninf
outputs.a_colord3_snan
outputs.a_colord4_array_inf
outputs.a_colord4_array_nan
outputs.a_colord4_array_ninf
outputs.a_colord4_array_snan
outputs.a_colord4_inf
outputs.a_colord4_nan
outputs.a_colord4_ninf
outputs.a_colord4_snan
outputs.a_colorf3_array_inf
outputs.a_colorf3_array_nan
outputs.a_colorf3_array_ninf
outputs.a_colorf3_array_snan
outputs.a_colorf3_inf
outputs.a_colorf3_nan
outputs.a_colorf3_ninf
outputs.a_colorf3_snan
outputs.a_colorf4_array_inf
outputs.a_colorf4_array_nan
outputs.a_colorf4_array_ninf
outputs.a_colorf4_array_snan
outputs.a_colorf4_inf
outputs.a_colorf4_nan
outputs.a_colorf4_ninf
outputs.a_colorf4_snan
outputs.a_colorh3_array_inf
outputs.a_colorh3_array_nan
outputs.a_colorh3_array_ninf
outputs.a_colorh3_array_snan
outputs.a_colorh3_inf
outputs.a_colorh3_nan
outputs.a_colorh3_ninf
outputs.a_colorh3_snan
outputs.a_colorh4_array_inf
outputs.a_colorh4_array_nan
outputs.a_colorh4_array_ninf
outputs.a_colorh4_array_snan
outputs.a_colorh4_inf
outputs.a_colorh4_nan
outputs.a_colorh4_ninf
outputs.a_colorh4_snan
outputs.a_double2_array_inf
outputs.a_double2_array_nan
outputs.a_double2_array_ninf
outputs.a_double2_array_snan
outputs.a_double2_inf
outputs.a_double2_nan
outputs.a_double2_ninf
outputs.a_double2_snan
outputs.a_double3_array_inf
outputs.a_double3_array_nan
outputs.a_double3_array_ninf
outputs.a_double3_array_snan
outputs.a_double3_inf
outputs.a_double3_nan
outputs.a_double3_ninf
outputs.a_double3_snan
outputs.a_double4_array_inf
outputs.a_double4_array_nan
outputs.a_double4_array_ninf
outputs.a_double4_array_snan
outputs.a_double4_inf
outputs.a_double4_nan
outputs.a_double4_ninf
outputs.a_double4_snan
outputs.a_double_array_inf
outputs.a_double_array_nan
outputs.a_double_array_ninf
outputs.a_double_array_snan
outputs.a_double_inf
outputs.a_double_nan
outputs.a_double_ninf
outputs.a_double_snan
outputs.a_float2_array_inf
outputs.a_float2_array_nan
outputs.a_float2_array_ninf
outputs.a_float2_array_snan
outputs.a_float2_inf
outputs.a_float2_nan
outputs.a_float2_ninf
outputs.a_float2_snan
outputs.a_float3_array_inf
outputs.a_float3_array_nan
outputs.a_float3_array_ninf
outputs.a_float3_array_snan
outputs.a_float3_inf
outputs.a_float3_nan
outputs.a_float3_ninf
outputs.a_float3_snan
outputs.a_float4_array_inf
outputs.a_float4_array_nan
outputs.a_float4_array_ninf
outputs.a_float4_array_snan
outputs.a_float4_inf
outputs.a_float4_nan
outputs.a_float4_ninf
outputs.a_float4_snan
outputs.a_float_array_inf
outputs.a_float_array_nan
outputs.a_float_array_ninf
outputs.a_float_array_snan
outputs.a_float_inf
outputs.a_float_nan
outputs.a_float_ninf
outputs.a_float_snan
outputs.a_frame4_array_inf
outputs.a_frame4_array_nan
outputs.a_frame4_array_ninf
outputs.a_frame4_array_snan
outputs.a_frame4_inf
outputs.a_frame4_nan
outputs.a_frame4_ninf
outputs.a_frame4_snan
outputs.a_half2_array_inf
outputs.a_half2_array_nan
outputs.a_half2_array_ninf
outputs.a_half2_array_snan
outputs.a_half2_inf
outputs.a_half2_nan
outputs.a_half2_ninf
outputs.a_half2_snan
outputs.a_half3_array_inf
outputs.a_half3_array_nan
outputs.a_half3_array_ninf
outputs.a_half3_array_snan
outputs.a_half3_inf
outputs.a_half3_nan
outputs.a_half3_ninf
outputs.a_half3_snan
outputs.a_half4_array_inf
outputs.a_half4_array_nan
outputs.a_half4_array_ninf
outputs.a_half4_array_snan
outputs.a_half4_inf
outputs.a_half4_nan
outputs.a_half4_ninf
outputs.a_half4_snan
outputs.a_half_array_inf
outputs.a_half_array_nan
outputs.a_half_array_ninf
outputs.a_half_array_snan
outputs.a_half_inf
outputs.a_half_nan
outputs.a_half_ninf
outputs.a_half_snan
outputs.a_matrixd2_array_inf
outputs.a_matrixd2_array_nan
outputs.a_matrixd2_array_ninf
outputs.a_matrixd2_array_snan
outputs.a_matrixd2_inf
outputs.a_matrixd2_nan
outputs.a_matrixd2_ninf
outputs.a_matrixd2_snan
outputs.a_matrixd3_array_inf
outputs.a_matrixd3_array_nan
outputs.a_matrixd3_array_ninf
outputs.a_matrixd3_array_snan
outputs.a_matrixd3_inf
outputs.a_matrixd3_nan
outputs.a_matrixd3_ninf
outputs.a_matrixd3_snan
outputs.a_matrixd4_array_inf
outputs.a_matrixd4_array_nan
outputs.a_matrixd4_array_ninf
outputs.a_matrixd4_array_snan
outputs.a_matrixd4_inf
outputs.a_matrixd4_nan
outputs.a_matrixd4_ninf
outputs.a_matrixd4_snan
outputs.a_normald3_array_inf
outputs.a_normald3_array_nan
outputs.a_normald3_array_ninf
outputs.a_normald3_array_snan
outputs.a_normald3_inf
outputs.a_normald3_nan
outputs.a_normald3_ninf
outputs.a_normald3_snan
outputs.a_normalf3_array_inf
outputs.a_normalf3_array_nan
outputs.a_normalf3_array_ninf
outputs.a_normalf3_array_snan
outputs.a_normalf3_inf
outputs.a_normalf3_nan
outputs.a_normalf3_ninf
outputs.a_normalf3_snan
outputs.a_normalh3_array_inf
outputs.a_normalh3_array_nan
outputs.a_normalh3_array_ninf
outputs.a_normalh3_array_snan
outputs.a_normalh3_inf
outputs.a_normalh3_nan
outputs.a_normalh3_ninf
outputs.a_normalh3_snan
outputs.a_pointd3_array_inf
outputs.a_pointd3_array_nan
outputs.a_pointd3_array_ninf
outputs.a_pointd3_array_snan
outputs.a_pointd3_inf
outputs.a_pointd3_nan
outputs.a_pointd3_ninf
outputs.a_pointd3_snan
outputs.a_pointf3_array_inf
outputs.a_pointf3_array_nan
outputs.a_pointf3_array_ninf
outputs.a_pointf3_array_snan
outputs.a_pointf3_inf
outputs.a_pointf3_nan
outputs.a_pointf3_ninf
outputs.a_pointf3_snan
outputs.a_pointh3_array_inf
outputs.a_pointh3_array_nan
outputs.a_pointh3_array_ninf
outputs.a_pointh3_array_snan
outputs.a_pointh3_inf
outputs.a_pointh3_nan
outputs.a_pointh3_ninf
outputs.a_pointh3_snan
outputs.a_quatd4_array_inf
outputs.a_quatd4_array_nan
outputs.a_quatd4_array_ninf
outputs.a_quatd4_array_snan
outputs.a_quatd4_inf
outputs.a_quatd4_nan
outputs.a_quatd4_ninf
outputs.a_quatd4_snan
outputs.a_quatf4_array_inf
outputs.a_quatf4_array_nan
outputs.a_quatf4_array_ninf
outputs.a_quatf4_array_snan
outputs.a_quatf4_inf
outputs.a_quatf4_nan
outputs.a_quatf4_ninf
outputs.a_quatf4_snan
outputs.a_quath4_array_inf
outputs.a_quath4_array_nan
outputs.a_quath4_array_ninf
outputs.a_quath4_array_snan
outputs.a_quath4_inf
outputs.a_quath4_nan
outputs.a_quath4_ninf
outputs.a_quath4_snan
outputs.a_texcoordd2_array_inf
outputs.a_texcoordd2_array_nan
outputs.a_texcoordd2_array_ninf
outputs.a_texcoordd2_array_snan
outputs.a_texcoordd2_inf
outputs.a_texcoordd2_nan
outputs.a_texcoordd2_ninf
outputs.a_texcoordd2_snan
outputs.a_texcoordd3_array_inf
outputs.a_texcoordd3_array_nan
outputs.a_texcoordd3_array_ninf
outputs.a_texcoordd3_array_snan
outputs.a_texcoordd3_inf
outputs.a_texcoordd3_nan
outputs.a_texcoordd3_ninf
outputs.a_texcoordd3_snan
outputs.a_texcoordf2_array_inf
outputs.a_texcoordf2_array_nan
outputs.a_texcoordf2_array_ninf
outputs.a_texcoordf2_array_snan
outputs.a_texcoordf2_inf
outputs.a_texcoordf2_nan
outputs.a_texcoordf2_ninf
outputs.a_texcoordf2_snan
outputs.a_texcoordf3_array_inf
outputs.a_texcoordf3_array_nan
outputs.a_texcoordf3_array_ninf
outputs.a_texcoordf3_array_snan
outputs.a_texcoordf3_inf
outputs.a_texcoordf3_nan
outputs.a_texcoordf3_ninf
outputs.a_texcoordf3_snan
outputs.a_texcoordh2_array_inf
outputs.a_texcoordh2_array_nan
outputs.a_texcoordh2_array_ninf
outputs.a_texcoordh2_array_snan
outputs.a_texcoordh2_inf
outputs.a_texcoordh2_nan
outputs.a_texcoordh2_ninf
outputs.a_texcoordh2_snan
outputs.a_texcoordh3_array_inf
outputs.a_texcoordh3_array_nan
outputs.a_texcoordh3_array_ninf
outputs.a_texcoordh3_array_snan
outputs.a_texcoordh3_inf
outputs.a_texcoordh3_nan
outputs.a_texcoordh3_ninf
outputs.a_texcoordh3_snan
outputs.a_timecode_array_inf
outputs.a_timecode_array_nan
outputs.a_timecode_array_ninf
outputs.a_timecode_array_snan
outputs.a_timecode_inf
outputs.a_timecode_nan
outputs.a_timecode_ninf
outputs.a_timecode_snan
outputs.a_vectord3_array_inf
outputs.a_vectord3_array_nan
outputs.a_vectord3_array_ninf
outputs.a_vectord3_array_snan
outputs.a_vectord3_inf
outputs.a_vectord3_nan
outputs.a_vectord3_ninf
outputs.a_vectord3_snan
outputs.a_vectorf3_array_inf
outputs.a_vectorf3_array_nan
outputs.a_vectorf3_array_ninf
outputs.a_vectorf3_array_snan
outputs.a_vectorf3_inf
outputs.a_vectorf3_nan
outputs.a_vectorf3_ninf
outputs.a_vectorf3_snan
outputs.a_vectorh3_array_inf
outputs.a_vectorh3_array_nan
outputs.a_vectorh3_array_ninf
outputs.a_vectorh3_array_snan
outputs.a_vectorh3_inf
outputs.a_vectorh3_nan
outputs.a_vectorh3_ninf
outputs.a_vectorh3_snan
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:a_colord3_array_inf', 'color3d[]', 0, None, 'colord3_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf"], ["inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colord3_array_nan', 'color3d[]', 0, None, 'colord3_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan"], ["nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colord3_array_ninf', 'color3d[]', 0, None, 'colord3_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colord3_array_snan', 'color3d[]', 0, None, 'colord3_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan"], ["snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colord3_inf', 'color3d', 0, None, 'colord3 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colord3_nan', 'color3d', 0, None, 'colord3 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colord3_ninf', 'color3d', 0, None, 'colord3 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colord3_snan', 'color3d', 0, None, 'colord3 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colord4_array_inf', 'color4d[]', 0, None, 'colord4_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf", "inf"], ["inf", "inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colord4_array_nan', 'color4d[]', 0, None, 'colord4_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan", "nan"], ["nan", "nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colord4_array_ninf', 'color4d[]', 0, None, 'colord4_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colord4_array_snan', 'color4d[]', 0, None, 'colord4_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan", "snan"], ["snan", "snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colord4_inf', 'color4d', 0, None, 'colord4 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colord4_nan', 'color4d', 0, None, 'colord4 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colord4_ninf', 'color4d', 0, None, 'colord4 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colord4_snan', 'color4d', 0, None, 'colord4 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorf3_array_inf', 'color3f[]', 0, None, 'colorf3_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf"], ["inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colorf3_array_nan', 'color3f[]', 0, None, 'colorf3_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan"], ["nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorf3_array_ninf', 'color3f[]', 0, None, 'colorf3_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colorf3_array_snan', 'color3f[]', 0, None, 'colorf3_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan"], ["snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorf3_inf', 'color3f', 0, None, 'colorf3 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colorf3_nan', 'color3f', 0, None, 'colorf3 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorf3_ninf', 'color3f', 0, None, 'colorf3 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colorf3_snan', 'color3f', 0, None, 'colorf3 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorf4_array_inf', 'color4f[]', 0, None, 'colorf4_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf", "inf"], ["inf", "inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colorf4_array_nan', 'color4f[]', 0, None, 'colorf4_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan", "nan"], ["nan", "nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorf4_array_ninf', 'color4f[]', 0, None, 'colorf4_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colorf4_array_snan', 'color4f[]', 0, None, 'colorf4_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan", "snan"], ["snan", "snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorf4_inf', 'color4f', 0, None, 'colorf4 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colorf4_nan', 'color4f', 0, None, 'colorf4 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorf4_ninf', 'color4f', 0, None, 'colorf4 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colorf4_snan', 'color4f', 0, None, 'colorf4 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorh3_array_inf', 'color3h[]', 0, None, 'colorh3_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf"], ["inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colorh3_array_nan', 'color3h[]', 0, None, 'colorh3_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan"], ["nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorh3_array_ninf', 'color3h[]', 0, None, 'colorh3_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colorh3_array_snan', 'color3h[]', 0, None, 'colorh3_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan"], ["snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorh3_inf', 'color3h', 0, None, 'colorh3 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colorh3_nan', 'color3h', 0, None, 'colorh3 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorh3_ninf', 'color3h', 0, None, 'colorh3 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colorh3_snan', 'color3h', 0, None, 'colorh3 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorh4_array_inf', 'color4h[]', 0, None, 'colorh4_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf", "inf"], ["inf", "inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_colorh4_array_nan', 'color4h[]', 0, None, 'colorh4_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan", "nan"], ["nan", "nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorh4_array_ninf', 'color4h[]', 0, None, 'colorh4_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_colorh4_array_snan', 'color4h[]', 0, None, 'colorh4_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan", "snan"], ["snan", "snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_colorh4_inf', 'color4h', 0, None, 'colorh4 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_colorh4_nan', 'color4h', 0, None, 'colorh4 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_colorh4_ninf', 'color4h', 0, None, 'colorh4 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_colorh4_snan', 'color4h', 0, None, 'colorh4 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_double2_array_inf', 'double2[]', 0, None, 'double2_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf"], ["inf", "inf"]]'}, True, [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False, ''),
('inputs:a_double2_array_nan', 'double2[]', 0, None, 'double2_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan"], ["nan", "nan"]]'}, True, [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], False, ''),
('inputs:a_double2_array_ninf', 'double2[]', 0, None, 'double2_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf"], ["-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_double2_array_snan', 'double2[]', 0, None, 'double2_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan"], ["snan", "snan"]]'}, True, [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], False, ''),
('inputs:a_double2_inf', 'double2', 0, None, 'double2 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf"]'}, True, [float("Inf"), float("Inf")], False, ''),
('inputs:a_double2_nan', 'double2', 0, None, 'double2 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_double2_ninf', 'double2', 0, None, 'double2 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf")], False, ''),
('inputs:a_double2_snan', 'double2', 0, None, 'double2 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_double3_array_inf', 'double3[]', 0, None, 'double3_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf"], ["inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_double3_array_nan', 'double3[]', 0, None, 'double3_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan"], ["nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_double3_array_ninf', 'double3[]', 0, None, 'double3_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_double3_array_snan', 'double3[]', 0, None, 'double3_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan"], ["snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_double3_inf', 'double3', 0, None, 'double3 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_double3_nan', 'double3', 0, None, 'double3 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_double3_ninf', 'double3', 0, None, 'double3 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_double3_snan', 'double3', 0, None, 'double3 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_double4_array_inf', 'double4[]', 0, None, 'double4_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf", "inf"], ["inf", "inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_double4_array_nan', 'double4[]', 0, None, 'double4_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan", "nan"], ["nan", "nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_double4_array_ninf', 'double4[]', 0, None, 'double4_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf", "-inf", "-inf"], ["-inf", "-inf", "-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_double4_array_snan', 'double4[]', 0, None, 'double4_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan", "snan", "snan"], ["snan", "snan", "snan", "snan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], False, ''),
('inputs:a_double4_inf', 'double4', 0, None, 'double4 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf", "inf", "inf"]'}, True, [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False, ''),
('inputs:a_double4_nan', 'double4', 0, None, 'double4 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan", "nan", "nan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_double4_ninf', 'double4', 0, None, 'double4 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf", "-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False, ''),
('inputs:a_double4_snan', 'double4', 0, None, 'double4 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan", "snan", "snan"]'}, True, [float("NaN"), float("NaN"), float("NaN"), float("NaN")], False, ''),
('inputs:a_double_array_inf', 'double[]', 0, None, 'double_array Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf"]'}, True, [float("Inf"), float("Inf")], False, ''),
('inputs:a_double_array_nan', 'double[]', 0, None, 'double_array NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_double_array_ninf', 'double[]', 0, None, 'double_array -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf")], False, ''),
('inputs:a_double_array_snan', 'double[]', 0, None, 'double_array sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_double_inf', 'double', 0, None, 'double Infinity', {ogn.MetadataKeys.DEFAULT: '"inf"'}, True, float("Inf"), False, ''),
('inputs:a_double_nan', 'double', 0, None, 'double NaN', {ogn.MetadataKeys.DEFAULT: '"nan"'}, True, float("NaN"), False, ''),
('inputs:a_double_ninf', 'double', 0, None, 'double -Infinity', {ogn.MetadataKeys.DEFAULT: '"-inf"'}, True, float("-Inf"), False, ''),
('inputs:a_double_snan', 'double', 0, None, 'double sNaN', {ogn.MetadataKeys.DEFAULT: '"snan"'}, True, float("NaN"), False, ''),
('inputs:a_float2_array_inf', 'float2[]', 0, None, 'float2_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf"], ["inf", "inf"]]'}, True, [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False, ''),
('inputs:a_float2_array_nan', 'float2[]', 0, None, 'float2_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan"], ["nan", "nan"]]'}, True, [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], False, ''),
('inputs:a_float2_array_ninf', 'float2[]', 0, None, 'float2_array -Infinity', {ogn.MetadataKeys.DEFAULT: '[["-inf", "-inf"], ["-inf", "-inf"]]'}, True, [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False, ''),
('inputs:a_float2_array_snan', 'float2[]', 0, None, 'float2_array sNaN', {ogn.MetadataKeys.DEFAULT: '[["snan", "snan"], ["snan", "snan"]]'}, True, [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], False, ''),
('inputs:a_float2_inf', 'float2', 0, None, 'float2 Infinity', {ogn.MetadataKeys.DEFAULT: '["inf", "inf"]'}, True, [float("Inf"), float("Inf")], False, ''),
('inputs:a_float2_nan', 'float2', 0, None, 'float2 NaN', {ogn.MetadataKeys.DEFAULT: '["nan", "nan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_float2_ninf', 'float2', 0, None, 'float2 -Infinity', {ogn.MetadataKeys.DEFAULT: '["-inf", "-inf"]'}, True, [float("-Inf"), float("-Inf")], False, ''),
('inputs:a_float2_snan', 'float2', 0, None, 'float2 sNaN', {ogn.MetadataKeys.DEFAULT: '["snan", "snan"]'}, True, [float("NaN"), float("NaN")], False, ''),
('inputs:a_float3_array_inf', 'float3[]', 0, None, 'float3_array Infinity', {ogn.MetadataKeys.DEFAULT: '[["inf", "inf", "inf"], ["inf", "inf", "inf"]]'}, True, [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False, ''),
('inputs:a_float3_array_nan', 'float3[]', 0, None, 'float3_array NaN', {ogn.MetadataKeys.DEFAULT: '[["nan", "nan", "nan"], ["nan", "nan", "nan"]]'}, True, [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], False, ''),
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('outputs:a_colord4_ninf', 'color4d', 0, None, 'colord4 -Infinity', {}, True, None, False, ''),
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('outputs:a_colorf3_array_inf', 'color3f[]', 0, None, 'colorf3_array Infinity', {}, True, None, False, ''),
('outputs:a_colorf3_array_nan', 'color3f[]', 0, None, 'colorf3_array NaN', {}, True, None, False, ''),
('outputs:a_colorf3_array_ninf', 'color3f[]', 0, None, 'colorf3_array -Infinity', {}, True, None, False, ''),
('outputs:a_colorf3_array_snan', 'color3f[]', 0, None, 'colorf3_array sNaN', {}, True, None, False, ''),
('outputs:a_colorf3_inf', 'color3f', 0, None, 'colorf3 Infinity', {}, True, None, False, ''),
('outputs:a_colorf3_nan', 'color3f', 0, None, 'colorf3 NaN', {}, True, None, False, ''),
('outputs:a_colorf3_ninf', 'color3f', 0, None, 'colorf3 -Infinity', {}, True, None, False, ''),
('outputs:a_colorf3_snan', 'color3f', 0, None, 'colorf3 sNaN', {}, True, None, False, ''),
('outputs:a_colorf4_array_inf', 'color4f[]', 0, None, 'colorf4_array Infinity', {}, True, None, False, ''),
('outputs:a_colorf4_array_nan', 'color4f[]', 0, None, 'colorf4_array NaN', {}, True, None, False, ''),
('outputs:a_colorf4_array_ninf', 'color4f[]', 0, None, 'colorf4_array -Infinity', {}, True, None, False, ''),
('outputs:a_colorf4_array_snan', 'color4f[]', 0, None, 'colorf4_array sNaN', {}, True, None, False, ''),
('outputs:a_colorf4_inf', 'color4f', 0, None, 'colorf4 Infinity', {}, True, None, False, ''),
('outputs:a_colorf4_nan', 'color4f', 0, None, 'colorf4 NaN', {}, True, None, False, ''),
('outputs:a_colorf4_ninf', 'color4f', 0, None, 'colorf4 -Infinity', {}, True, None, False, ''),
('outputs:a_colorf4_snan', 'color4f', 0, None, 'colorf4 sNaN', {}, True, None, False, ''),
('outputs:a_colorh3_array_inf', 'color3h[]', 0, None, 'colorh3_array Infinity', {}, True, None, False, ''),
('outputs:a_colorh3_array_nan', 'color3h[]', 0, None, 'colorh3_array NaN', {}, True, None, False, ''),
('outputs:a_colorh3_array_ninf', 'color3h[]', 0, None, 'colorh3_array -Infinity', {}, True, None, False, ''),
('outputs:a_colorh3_array_snan', 'color3h[]', 0, None, 'colorh3_array sNaN', {}, True, None, False, ''),
('outputs:a_colorh3_inf', 'color3h', 0, None, 'colorh3 Infinity', {}, True, None, False, ''),
('outputs:a_colorh3_nan', 'color3h', 0, None, 'colorh3 NaN', {}, True, None, False, ''),
('outputs:a_colorh3_ninf', 'color3h', 0, None, 'colorh3 -Infinity', {}, True, None, False, ''),
('outputs:a_colorh3_snan', 'color3h', 0, None, 'colorh3 sNaN', {}, True, None, False, ''),
('outputs:a_colorh4_array_inf', 'color4h[]', 0, None, 'colorh4_array Infinity', {}, True, None, False, ''),
('outputs:a_colorh4_array_nan', 'color4h[]', 0, None, 'colorh4_array NaN', {}, True, None, False, ''),
('outputs:a_colorh4_array_ninf', 'color4h[]', 0, None, 'colorh4_array -Infinity', {}, True, None, False, ''),
('outputs:a_colorh4_array_snan', 'color4h[]', 0, None, 'colorh4_array sNaN', {}, True, None, False, ''),
('outputs:a_colorh4_inf', 'color4h', 0, None, 'colorh4 Infinity', {}, True, None, False, ''),
('outputs:a_colorh4_nan', 'color4h', 0, None, 'colorh4 NaN', {}, True, None, False, ''),
('outputs:a_colorh4_ninf', 'color4h', 0, None, 'colorh4 -Infinity', {}, True, None, False, ''),
('outputs:a_colorh4_snan', 'color4h', 0, None, 'colorh4 sNaN', {}, True, None, False, ''),
('outputs:a_double2_array_inf', 'double2[]', 0, None, 'double2_array Infinity', {}, True, None, False, ''),
('outputs:a_double2_array_nan', 'double2[]', 0, None, 'double2_array NaN', {}, True, None, False, ''),
('outputs:a_double2_array_ninf', 'double2[]', 0, None, 'double2_array -Infinity', {}, True, None, False, ''),
('outputs:a_double2_array_snan', 'double2[]', 0, None, 'double2_array sNaN', {}, True, None, False, ''),
('outputs:a_double2_inf', 'double2', 0, None, 'double2 Infinity', {}, True, None, False, ''),
('outputs:a_double2_nan', 'double2', 0, None, 'double2 NaN', {}, True, None, False, ''),
('outputs:a_double2_ninf', 'double2', 0, None, 'double2 -Infinity', {}, True, None, False, ''),
('outputs:a_double2_snan', 'double2', 0, None, 'double2 sNaN', {}, True, None, False, ''),
('outputs:a_double3_array_inf', 'double3[]', 0, None, 'double3_array Infinity', {}, True, None, False, ''),
('outputs:a_double3_array_nan', 'double3[]', 0, None, 'double3_array NaN', {}, True, None, False, ''),
('outputs:a_double3_array_ninf', 'double3[]', 0, None, 'double3_array -Infinity', {}, True, None, False, ''),
('outputs:a_double3_array_snan', 'double3[]', 0, None, 'double3_array sNaN', {}, True, None, False, ''),
('outputs:a_double3_inf', 'double3', 0, None, 'double3 Infinity', {}, True, None, False, ''),
('outputs:a_double3_nan', 'double3', 0, None, 'double3 NaN', {}, True, None, False, ''),
('outputs:a_double3_ninf', 'double3', 0, None, 'double3 -Infinity', {}, True, None, False, ''),
('outputs:a_double3_snan', 'double3', 0, None, 'double3 sNaN', {}, True, None, False, ''),
('outputs:a_double4_array_inf', 'double4[]', 0, None, 'double4_array Infinity', {}, True, None, False, ''),
('outputs:a_double4_array_nan', 'double4[]', 0, None, 'double4_array NaN', {}, True, None, False, ''),
('outputs:a_double4_array_ninf', 'double4[]', 0, None, 'double4_array -Infinity', {}, True, None, False, ''),
('outputs:a_double4_array_snan', 'double4[]', 0, None, 'double4_array sNaN', {}, True, None, False, ''),
('outputs:a_double4_inf', 'double4', 0, None, 'double4 Infinity', {}, True, None, False, ''),
('outputs:a_double4_nan', 'double4', 0, None, 'double4 NaN', {}, True, None, False, ''),
('outputs:a_double4_ninf', 'double4', 0, None, 'double4 -Infinity', {}, True, None, False, ''),
('outputs:a_double4_snan', 'double4', 0, None, 'double4 sNaN', {}, True, None, False, ''),
('outputs:a_double_array_inf', 'double[]', 0, None, 'double_array Infinity', {}, True, None, False, ''),
('outputs:a_double_array_nan', 'double[]', 0, None, 'double_array NaN', {}, True, None, False, ''),
('outputs:a_double_array_ninf', 'double[]', 0, None, 'double_array -Infinity', {}, True, None, False, ''),
('outputs:a_double_array_snan', 'double[]', 0, None, 'double_array sNaN', {}, True, None, False, ''),
('outputs:a_double_inf', 'double', 0, None, 'double Infinity', {}, True, None, False, ''),
('outputs:a_double_nan', 'double', 0, None, 'double NaN', {}, True, None, False, ''),
('outputs:a_double_ninf', 'double', 0, None, 'double -Infinity', {}, True, None, False, ''),
('outputs:a_double_snan', 'double', 0, None, 'double sNaN', {}, True, None, False, ''),
('outputs:a_float2_array_inf', 'float2[]', 0, None, 'float2_array Infinity', {}, True, None, False, ''),
('outputs:a_float2_array_nan', 'float2[]', 0, None, 'float2_array NaN', {}, True, None, False, ''),
('outputs:a_float2_array_ninf', 'float2[]', 0, None, 'float2_array -Infinity', {}, True, None, False, ''),
('outputs:a_float2_array_snan', 'float2[]', 0, None, 'float2_array sNaN', {}, True, None, False, ''),
('outputs:a_float2_inf', 'float2', 0, None, 'float2 Infinity', {}, True, None, False, ''),
('outputs:a_float2_nan', 'float2', 0, None, 'float2 NaN', {}, True, None, False, ''),
('outputs:a_float2_ninf', 'float2', 0, None, 'float2 -Infinity', {}, True, None, False, ''),
('outputs:a_float2_snan', 'float2', 0, None, 'float2 sNaN', {}, True, None, False, ''),
('outputs:a_float3_array_inf', 'float3[]', 0, None, 'float3_array Infinity', {}, True, None, False, ''),
('outputs:a_float3_array_nan', 'float3[]', 0, None, 'float3_array NaN', {}, True, None, False, ''),
('outputs:a_float3_array_ninf', 'float3[]', 0, None, 'float3_array -Infinity', {}, True, None, False, ''),
('outputs:a_float3_array_snan', 'float3[]', 0, None, 'float3_array sNaN', {}, True, None, False, ''),
('outputs:a_float3_inf', 'float3', 0, None, 'float3 Infinity', {}, True, None, False, ''),
('outputs:a_float3_nan', 'float3', 0, None, 'float3 NaN', {}, True, None, False, ''),
('outputs:a_float3_ninf', 'float3', 0, None, 'float3 -Infinity', {}, True, None, False, ''),
('outputs:a_float3_snan', 'float3', 0, None, 'float3 sNaN', {}, True, None, False, ''),
('outputs:a_float4_array_inf', 'float4[]', 0, None, 'float4_array Infinity', {}, True, None, False, ''),
('outputs:a_float4_array_nan', 'float4[]', 0, None, 'float4_array NaN', {}, True, None, False, ''),
('outputs:a_float4_array_ninf', 'float4[]', 0, None, 'float4_array -Infinity', {}, True, None, False, ''),
('outputs:a_float4_array_snan', 'float4[]', 0, None, 'float4_array sNaN', {}, True, None, False, ''),
('outputs:a_float4_inf', 'float4', 0, None, 'float4 Infinity', {}, True, None, False, ''),
('outputs:a_float4_nan', 'float4', 0, None, 'float4 NaN', {}, True, None, False, ''),
('outputs:a_float4_ninf', 'float4', 0, None, 'float4 -Infinity', {}, True, None, False, ''),
('outputs:a_float4_snan', 'float4', 0, None, 'float4 sNaN', {}, True, None, False, ''),
('outputs:a_float_array_inf', 'float[]', 0, None, 'float_array Infinity', {}, True, None, False, ''),
('outputs:a_float_array_nan', 'float[]', 0, None, 'float_array NaN', {}, True, None, False, ''),
('outputs:a_float_array_ninf', 'float[]', 0, None, 'float_array -Infinity', {}, True, None, False, ''),
('outputs:a_float_array_snan', 'float[]', 0, None, 'float_array sNaN', {}, True, None, False, ''),
('outputs:a_float_inf', 'float', 0, None, 'float Infinity', {}, True, None, False, ''),
('outputs:a_float_nan', 'float', 0, None, 'float NaN', {}, True, None, False, ''),
('outputs:a_float_ninf', 'float', 0, None, 'float -Infinity', {}, True, None, False, ''),
('outputs:a_float_snan', 'float', 0, None, 'float sNaN', {}, True, None, False, ''),
('outputs:a_frame4_array_inf', 'frame4d[]', 0, None, 'frame4_array Infinity', {}, True, None, False, ''),
('outputs:a_frame4_array_nan', 'frame4d[]', 0, None, 'frame4_array NaN', {}, True, None, False, ''),
('outputs:a_frame4_array_ninf', 'frame4d[]', 0, None, 'frame4_array -Infinity', {}, True, None, False, ''),
('outputs:a_frame4_array_snan', 'frame4d[]', 0, None, 'frame4_array sNaN', {}, True, None, False, ''),
('outputs:a_frame4_inf', 'frame4d', 0, None, 'frame4 Infinity', {}, True, None, False, ''),
('outputs:a_frame4_nan', 'frame4d', 0, None, 'frame4 NaN', {}, True, None, False, ''),
('outputs:a_frame4_ninf', 'frame4d', 0, None, 'frame4 -Infinity', {}, True, None, False, ''),
('outputs:a_frame4_snan', 'frame4d', 0, None, 'frame4 sNaN', {}, True, None, False, ''),
('outputs:a_half2_array_inf', 'half2[]', 0, None, 'half2_array Infinity', {}, True, None, False, ''),
('outputs:a_half2_array_nan', 'half2[]', 0, None, 'half2_array NaN', {}, True, None, False, ''),
('outputs:a_half2_array_ninf', 'half2[]', 0, None, 'half2_array -Infinity', {}, True, None, False, ''),
('outputs:a_half2_array_snan', 'half2[]', 0, None, 'half2_array sNaN', {}, True, None, False, ''),
('outputs:a_half2_inf', 'half2', 0, None, 'half2 Infinity', {}, True, None, False, ''),
('outputs:a_half2_nan', 'half2', 0, None, 'half2 NaN', {}, True, None, False, ''),
('outputs:a_half2_ninf', 'half2', 0, None, 'half2 -Infinity', {}, True, None, False, ''),
('outputs:a_half2_snan', 'half2', 0, None, 'half2 sNaN', {}, True, None, False, ''),
('outputs:a_half3_array_inf', 'half3[]', 0, None, 'half3_array Infinity', {}, True, None, False, ''),
('outputs:a_half3_array_nan', 'half3[]', 0, None, 'half3_array NaN', {}, True, None, False, ''),
('outputs:a_half3_array_ninf', 'half3[]', 0, None, 'half3_array -Infinity', {}, True, None, False, ''),
('outputs:a_half3_array_snan', 'half3[]', 0, None, 'half3_array sNaN', {}, True, None, False, ''),
('outputs:a_half3_inf', 'half3', 0, None, 'half3 Infinity', {}, True, None, False, ''),
('outputs:a_half3_nan', 'half3', 0, None, 'half3 NaN', {}, True, None, False, ''),
('outputs:a_half3_ninf', 'half3', 0, None, 'half3 -Infinity', {}, True, None, False, ''),
('outputs:a_half3_snan', 'half3', 0, None, 'half3 sNaN', {}, True, None, False, ''),
('outputs:a_half4_array_inf', 'half4[]', 0, None, 'half4_array Infinity', {}, True, None, False, ''),
('outputs:a_half4_array_nan', 'half4[]', 0, None, 'half4_array NaN', {}, True, None, False, ''),
('outputs:a_half4_array_ninf', 'half4[]', 0, None, 'half4_array -Infinity', {}, True, None, False, ''),
('outputs:a_half4_array_snan', 'half4[]', 0, None, 'half4_array sNaN', {}, True, None, False, ''),
('outputs:a_half4_inf', 'half4', 0, None, 'half4 Infinity', {}, True, None, False, ''),
('outputs:a_half4_nan', 'half4', 0, None, 'half4 NaN', {}, True, None, False, ''),
('outputs:a_half4_ninf', 'half4', 0, None, 'half4 -Infinity', {}, True, None, False, ''),
('outputs:a_half4_snan', 'half4', 0, None, 'half4 sNaN', {}, True, None, False, ''),
('outputs:a_half_array_inf', 'half[]', 0, None, 'half_array Infinity', {}, True, None, False, ''),
('outputs:a_half_array_nan', 'half[]', 0, None, 'half_array NaN', {}, True, None, False, ''),
('outputs:a_half_array_ninf', 'half[]', 0, None, 'half_array -Infinity', {}, True, None, False, ''),
('outputs:a_half_array_snan', 'half[]', 0, None, 'half_array sNaN', {}, True, None, False, ''),
('outputs:a_half_inf', 'half', 0, None, 'half Infinity', {}, True, None, False, ''),
('outputs:a_half_nan', 'half', 0, None, 'half NaN', {}, True, None, False, ''),
('outputs:a_half_ninf', 'half', 0, None, 'half -Infinity', {}, True, None, False, ''),
('outputs:a_half_snan', 'half', 0, None, 'half sNaN', {}, True, None, False, ''),
('outputs:a_matrixd2_array_inf', 'matrix2d[]', 0, None, 'matrixd2_array Infinity', {}, True, None, False, ''),
('outputs:a_matrixd2_array_nan', 'matrix2d[]', 0, None, 'matrixd2_array NaN', {}, True, None, False, ''),
('outputs:a_matrixd2_array_ninf', 'matrix2d[]', 0, None, 'matrixd2_array -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd2_array_snan', 'matrix2d[]', 0, None, 'matrixd2_array sNaN', {}, True, None, False, ''),
('outputs:a_matrixd2_inf', 'matrix2d', 0, None, 'matrixd2 Infinity', {}, True, None, False, ''),
('outputs:a_matrixd2_nan', 'matrix2d', 0, None, 'matrixd2 NaN', {}, True, None, False, ''),
('outputs:a_matrixd2_ninf', 'matrix2d', 0, None, 'matrixd2 -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd2_snan', 'matrix2d', 0, None, 'matrixd2 sNaN', {}, True, None, False, ''),
('outputs:a_matrixd3_array_inf', 'matrix3d[]', 0, None, 'matrixd3_array Infinity', {}, True, None, False, ''),
('outputs:a_matrixd3_array_nan', 'matrix3d[]', 0, None, 'matrixd3_array NaN', {}, True, None, False, ''),
('outputs:a_matrixd3_array_ninf', 'matrix3d[]', 0, None, 'matrixd3_array -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd3_array_snan', 'matrix3d[]', 0, None, 'matrixd3_array sNaN', {}, True, None, False, ''),
('outputs:a_matrixd3_inf', 'matrix3d', 0, None, 'matrixd3 Infinity', {}, True, None, False, ''),
('outputs:a_matrixd3_nan', 'matrix3d', 0, None, 'matrixd3 NaN', {}, True, None, False, ''),
('outputs:a_matrixd3_ninf', 'matrix3d', 0, None, 'matrixd3 -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd3_snan', 'matrix3d', 0, None, 'matrixd3 sNaN', {}, True, None, False, ''),
('outputs:a_matrixd4_array_inf', 'matrix4d[]', 0, None, 'matrixd4_array Infinity', {}, True, None, False, ''),
('outputs:a_matrixd4_array_nan', 'matrix4d[]', 0, None, 'matrixd4_array NaN', {}, True, None, False, ''),
('outputs:a_matrixd4_array_ninf', 'matrix4d[]', 0, None, 'matrixd4_array -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd4_array_snan', 'matrix4d[]', 0, None, 'matrixd4_array sNaN', {}, True, None, False, ''),
('outputs:a_matrixd4_inf', 'matrix4d', 0, None, 'matrixd4 Infinity', {}, True, None, False, ''),
('outputs:a_matrixd4_nan', 'matrix4d', 0, None, 'matrixd4 NaN', {}, True, None, False, ''),
('outputs:a_matrixd4_ninf', 'matrix4d', 0, None, 'matrixd4 -Infinity', {}, True, None, False, ''),
('outputs:a_matrixd4_snan', 'matrix4d', 0, None, 'matrixd4 sNaN', {}, True, None, False, ''),
('outputs:a_normald3_array_inf', 'normal3d[]', 0, None, 'normald3_array Infinity', {}, True, None, False, ''),
('outputs:a_normald3_array_nan', 'normal3d[]', 0, None, 'normald3_array NaN', {}, True, None, False, ''),
('outputs:a_normald3_array_ninf', 'normal3d[]', 0, None, 'normald3_array -Infinity', {}, True, None, False, ''),
('outputs:a_normald3_array_snan', 'normal3d[]', 0, None, 'normald3_array sNaN', {}, True, None, False, ''),
('outputs:a_normald3_inf', 'normal3d', 0, None, 'normald3 Infinity', {}, True, None, False, ''),
('outputs:a_normald3_nan', 'normal3d', 0, None, 'normald3 NaN', {}, True, None, False, ''),
('outputs:a_normald3_ninf', 'normal3d', 0, None, 'normald3 -Infinity', {}, True, None, False, ''),
('outputs:a_normald3_snan', 'normal3d', 0, None, 'normald3 sNaN', {}, True, None, False, ''),
('outputs:a_normalf3_array_inf', 'normal3f[]', 0, None, 'normalf3_array Infinity', {}, True, None, False, ''),
('outputs:a_normalf3_array_nan', 'normal3f[]', 0, None, 'normalf3_array NaN', {}, True, None, False, ''),
('outputs:a_normalf3_array_ninf', 'normal3f[]', 0, None, 'normalf3_array -Infinity', {}, True, None, False, ''),
('outputs:a_normalf3_array_snan', 'normal3f[]', 0, None, 'normalf3_array sNaN', {}, True, None, False, ''),
('outputs:a_normalf3_inf', 'normal3f', 0, None, 'normalf3 Infinity', {}, True, None, False, ''),
('outputs:a_normalf3_nan', 'normal3f', 0, None, 'normalf3 NaN', {}, True, None, False, ''),
('outputs:a_normalf3_ninf', 'normal3f', 0, None, 'normalf3 -Infinity', {}, True, None, False, ''),
('outputs:a_normalf3_snan', 'normal3f', 0, None, 'normalf3 sNaN', {}, True, None, False, ''),
('outputs:a_normalh3_array_inf', 'normal3h[]', 0, None, 'normalh3_array Infinity', {}, True, None, False, ''),
('outputs:a_normalh3_array_nan', 'normal3h[]', 0, None, 'normalh3_array NaN', {}, True, None, False, ''),
('outputs:a_normalh3_array_ninf', 'normal3h[]', 0, None, 'normalh3_array -Infinity', {}, True, None, False, ''),
('outputs:a_normalh3_array_snan', 'normal3h[]', 0, None, 'normalh3_array sNaN', {}, True, None, False, ''),
('outputs:a_normalh3_inf', 'normal3h', 0, None, 'normalh3 Infinity', {}, True, None, False, ''),
('outputs:a_normalh3_nan', 'normal3h', 0, None, 'normalh3 NaN', {}, True, None, False, ''),
('outputs:a_normalh3_ninf', 'normal3h', 0, None, 'normalh3 -Infinity', {}, True, None, False, ''),
('outputs:a_normalh3_snan', 'normal3h', 0, None, 'normalh3 sNaN', {}, True, None, False, ''),
('outputs:a_pointd3_array_inf', 'point3d[]', 0, None, 'pointd3_array Infinity', {}, True, None, False, ''),
('outputs:a_pointd3_array_nan', 'point3d[]', 0, None, 'pointd3_array NaN', {}, True, None, False, ''),
('outputs:a_pointd3_array_ninf', 'point3d[]', 0, None, 'pointd3_array -Infinity', {}, True, None, False, ''),
('outputs:a_pointd3_array_snan', 'point3d[]', 0, None, 'pointd3_array sNaN', {}, True, None, False, ''),
('outputs:a_pointd3_inf', 'point3d', 0, None, 'pointd3 Infinity', {}, True, None, False, ''),
('outputs:a_pointd3_nan', 'point3d', 0, None, 'pointd3 NaN', {}, True, None, False, ''),
('outputs:a_pointd3_ninf', 'point3d', 0, None, 'pointd3 -Infinity', {}, True, None, False, ''),
('outputs:a_pointd3_snan', 'point3d', 0, None, 'pointd3 sNaN', {}, True, None, False, ''),
('outputs:a_pointf3_array_inf', 'point3f[]', 0, None, 'pointf3_array Infinity', {}, True, None, False, ''),
('outputs:a_pointf3_array_nan', 'point3f[]', 0, None, 'pointf3_array NaN', {}, True, None, False, ''),
('outputs:a_pointf3_array_ninf', 'point3f[]', 0, None, 'pointf3_array -Infinity', {}, True, None, False, ''),
('outputs:a_pointf3_array_snan', 'point3f[]', 0, None, 'pointf3_array sNaN', {}, True, None, False, ''),
('outputs:a_pointf3_inf', 'point3f', 0, None, 'pointf3 Infinity', {}, True, None, False, ''),
('outputs:a_pointf3_nan', 'point3f', 0, None, 'pointf3 NaN', {}, True, None, False, ''),
('outputs:a_pointf3_ninf', 'point3f', 0, None, 'pointf3 -Infinity', {}, True, None, False, ''),
('outputs:a_pointf3_snan', 'point3f', 0, None, 'pointf3 sNaN', {}, True, None, False, ''),
('outputs:a_pointh3_array_inf', 'point3h[]', 0, None, 'pointh3_array Infinity', {}, True, None, False, ''),
('outputs:a_pointh3_array_nan', 'point3h[]', 0, None, 'pointh3_array NaN', {}, True, None, False, ''),
('outputs:a_pointh3_array_ninf', 'point3h[]', 0, None, 'pointh3_array -Infinity', {}, True, None, False, ''),
('outputs:a_pointh3_array_snan', 'point3h[]', 0, None, 'pointh3_array sNaN', {}, True, None, False, ''),
('outputs:a_pointh3_inf', 'point3h', 0, None, 'pointh3 Infinity', {}, True, None, False, ''),
('outputs:a_pointh3_nan', 'point3h', 0, None, 'pointh3 NaN', {}, True, None, False, ''),
('outputs:a_pointh3_ninf', 'point3h', 0, None, 'pointh3 -Infinity', {}, True, None, False, ''),
('outputs:a_pointh3_snan', 'point3h', 0, None, 'pointh3 sNaN', {}, True, None, False, ''),
('outputs:a_quatd4_array_inf', 'quatd[]', 0, None, 'quatd4_array Infinity', {}, True, None, False, ''),
('outputs:a_quatd4_array_nan', 'quatd[]', 0, None, 'quatd4_array NaN', {}, True, None, False, ''),
('outputs:a_quatd4_array_ninf', 'quatd[]', 0, None, 'quatd4_array -Infinity', {}, True, None, False, ''),
('outputs:a_quatd4_array_snan', 'quatd[]', 0, None, 'quatd4_array sNaN', {}, True, None, False, ''),
('outputs:a_quatd4_inf', 'quatd', 0, None, 'quatd4 Infinity', {}, True, None, False, ''),
('outputs:a_quatd4_nan', 'quatd', 0, None, 'quatd4 NaN', {}, True, None, False, ''),
('outputs:a_quatd4_ninf', 'quatd', 0, None, 'quatd4 -Infinity', {}, True, None, False, ''),
('outputs:a_quatd4_snan', 'quatd', 0, None, 'quatd4 sNaN', {}, True, None, False, ''),
('outputs:a_quatf4_array_inf', 'quatf[]', 0, None, 'quatf4_array Infinity', {}, True, None, False, ''),
('outputs:a_quatf4_array_nan', 'quatf[]', 0, None, 'quatf4_array NaN', {}, True, None, False, ''),
('outputs:a_quatf4_array_ninf', 'quatf[]', 0, None, 'quatf4_array -Infinity', {}, True, None, False, ''),
('outputs:a_quatf4_array_snan', 'quatf[]', 0, None, 'quatf4_array sNaN', {}, True, None, False, ''),
('outputs:a_quatf4_inf', 'quatf', 0, None, 'quatf4 Infinity', {}, True, None, False, ''),
('outputs:a_quatf4_nan', 'quatf', 0, None, 'quatf4 NaN', {}, True, None, False, ''),
('outputs:a_quatf4_ninf', 'quatf', 0, None, 'quatf4 -Infinity', {}, True, None, False, ''),
('outputs:a_quatf4_snan', 'quatf', 0, None, 'quatf4 sNaN', {}, True, None, False, ''),
('outputs:a_quath4_array_inf', 'quath[]', 0, None, 'quath4_array Infinity', {}, True, None, False, ''),
('outputs:a_quath4_array_nan', 'quath[]', 0, None, 'quath4_array NaN', {}, True, None, False, ''),
('outputs:a_quath4_array_ninf', 'quath[]', 0, None, 'quath4_array -Infinity', {}, True, None, False, ''),
('outputs:a_quath4_array_snan', 'quath[]', 0, None, 'quath4_array sNaN', {}, True, None, False, ''),
('outputs:a_quath4_inf', 'quath', 0, None, 'quath4 Infinity', {}, True, None, False, ''),
('outputs:a_quath4_nan', 'quath', 0, None, 'quath4 NaN', {}, True, None, False, ''),
('outputs:a_quath4_ninf', 'quath', 0, None, 'quath4 -Infinity', {}, True, None, False, ''),
('outputs:a_quath4_snan', 'quath', 0, None, 'quath4 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordd2_array_inf', 'texCoord2d[]', 0, None, 'texcoordd2_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd2_array_nan', 'texCoord2d[]', 0, None, 'texcoordd2_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordd2_array_ninf', 'texCoord2d[]', 0, None, 'texcoordd2_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd2_array_snan', 'texCoord2d[]', 0, None, 'texcoordd2_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordd2_inf', 'texCoord2d', 0, None, 'texcoordd2 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd2_nan', 'texCoord2d', 0, None, 'texcoordd2 NaN', {}, True, None, False, ''),
('outputs:a_texcoordd2_ninf', 'texCoord2d', 0, None, 'texcoordd2 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd2_snan', 'texCoord2d', 0, None, 'texcoordd2 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordd3_array_inf', 'texCoord3d[]', 0, None, 'texcoordd3_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd3_array_nan', 'texCoord3d[]', 0, None, 'texcoordd3_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordd3_array_ninf', 'texCoord3d[]', 0, None, 'texcoordd3_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd3_array_snan', 'texCoord3d[]', 0, None, 'texcoordd3_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordd3_inf', 'texCoord3d', 0, None, 'texcoordd3 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd3_nan', 'texCoord3d', 0, None, 'texcoordd3 NaN', {}, True, None, False, ''),
('outputs:a_texcoordd3_ninf', 'texCoord3d', 0, None, 'texcoordd3 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordd3_snan', 'texCoord3d', 0, None, 'texcoordd3 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordf2_array_inf', 'texCoord2f[]', 0, None, 'texcoordf2_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf2_array_nan', 'texCoord2f[]', 0, None, 'texcoordf2_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordf2_array_ninf', 'texCoord2f[]', 0, None, 'texcoordf2_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf2_array_snan', 'texCoord2f[]', 0, None, 'texcoordf2_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordf2_inf', 'texCoord2f', 0, None, 'texcoordf2 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf2_nan', 'texCoord2f', 0, None, 'texcoordf2 NaN', {}, True, None, False, ''),
('outputs:a_texcoordf2_ninf', 'texCoord2f', 0, None, 'texcoordf2 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf2_snan', 'texCoord2f', 0, None, 'texcoordf2 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordf3_array_inf', 'texCoord3f[]', 0, None, 'texcoordf3_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf3_array_nan', 'texCoord3f[]', 0, None, 'texcoordf3_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordf3_array_ninf', 'texCoord3f[]', 0, None, 'texcoordf3_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf3_array_snan', 'texCoord3f[]', 0, None, 'texcoordf3_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordf3_inf', 'texCoord3f', 0, None, 'texcoordf3 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf3_nan', 'texCoord3f', 0, None, 'texcoordf3 NaN', {}, True, None, False, ''),
('outputs:a_texcoordf3_ninf', 'texCoord3f', 0, None, 'texcoordf3 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordf3_snan', 'texCoord3f', 0, None, 'texcoordf3 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordh2_array_inf', 'texCoord2h[]', 0, None, 'texcoordh2_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh2_array_nan', 'texCoord2h[]', 0, None, 'texcoordh2_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordh2_array_ninf', 'texCoord2h[]', 0, None, 'texcoordh2_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh2_array_snan', 'texCoord2h[]', 0, None, 'texcoordh2_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordh2_inf', 'texCoord2h', 0, None, 'texcoordh2 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh2_nan', 'texCoord2h', 0, None, 'texcoordh2 NaN', {}, True, None, False, ''),
('outputs:a_texcoordh2_ninf', 'texCoord2h', 0, None, 'texcoordh2 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh2_snan', 'texCoord2h', 0, None, 'texcoordh2 sNaN', {}, True, None, False, ''),
('outputs:a_texcoordh3_array_inf', 'texCoord3h[]', 0, None, 'texcoordh3_array Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh3_array_nan', 'texCoord3h[]', 0, None, 'texcoordh3_array NaN', {}, True, None, False, ''),
('outputs:a_texcoordh3_array_ninf', 'texCoord3h[]', 0, None, 'texcoordh3_array -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh3_array_snan', 'texCoord3h[]', 0, None, 'texcoordh3_array sNaN', {}, True, None, False, ''),
('outputs:a_texcoordh3_inf', 'texCoord3h', 0, None, 'texcoordh3 Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh3_nan', 'texCoord3h', 0, None, 'texcoordh3 NaN', {}, True, None, False, ''),
('outputs:a_texcoordh3_ninf', 'texCoord3h', 0, None, 'texcoordh3 -Infinity', {}, True, None, False, ''),
('outputs:a_texcoordh3_snan', 'texCoord3h', 0, None, 'texcoordh3 sNaN', {}, True, None, False, ''),
('outputs:a_timecode_array_inf', 'timecode[]', 0, None, 'timecode_array Infinity', {}, True, None, False, ''),
('outputs:a_timecode_array_nan', 'timecode[]', 0, None, 'timecode_array NaN', {}, True, None, False, ''),
('outputs:a_timecode_array_ninf', 'timecode[]', 0, None, 'timecode_array -Infinity', {}, True, None, False, ''),
('outputs:a_timecode_array_snan', 'timecode[]', 0, None, 'timecode_array sNaN', {}, True, None, False, ''),
('outputs:a_timecode_inf', 'timecode', 0, None, 'timecode Infinity', {}, True, None, False, ''),
('outputs:a_timecode_nan', 'timecode', 0, None, 'timecode NaN', {}, True, None, False, ''),
('outputs:a_timecode_ninf', 'timecode', 0, None, 'timecode -Infinity', {}, True, None, False, ''),
('outputs:a_timecode_snan', 'timecode', 0, None, 'timecode sNaN', {}, True, None, False, ''),
('outputs:a_vectord3_array_inf', 'vector3d[]', 0, None, 'vectord3_array Infinity', {}, True, None, False, ''),
('outputs:a_vectord3_array_nan', 'vector3d[]', 0, None, 'vectord3_array NaN', {}, True, None, False, ''),
('outputs:a_vectord3_array_ninf', 'vector3d[]', 0, None, 'vectord3_array -Infinity', {}, True, None, False, ''),
('outputs:a_vectord3_array_snan', 'vector3d[]', 0, None, 'vectord3_array sNaN', {}, True, None, False, ''),
('outputs:a_vectord3_inf', 'vector3d', 0, None, 'vectord3 Infinity', {}, True, None, False, ''),
('outputs:a_vectord3_nan', 'vector3d', 0, None, 'vectord3 NaN', {}, True, None, False, ''),
('outputs:a_vectord3_ninf', 'vector3d', 0, None, 'vectord3 -Infinity', {}, True, None, False, ''),
('outputs:a_vectord3_snan', 'vector3d', 0, None, 'vectord3 sNaN', {}, True, None, False, ''),
('outputs:a_vectorf3_array_inf', 'vector3f[]', 0, None, 'vectorf3_array Infinity', {}, True, None, False, ''),
('outputs:a_vectorf3_array_nan', 'vector3f[]', 0, None, 'vectorf3_array NaN', {}, True, None, False, ''),
('outputs:a_vectorf3_array_ninf', 'vector3f[]', 0, None, 'vectorf3_array -Infinity', {}, True, None, False, ''),
('outputs:a_vectorf3_array_snan', 'vector3f[]', 0, None, 'vectorf3_array sNaN', {}, True, None, False, ''),
('outputs:a_vectorf3_inf', 'vector3f', 0, None, 'vectorf3 Infinity', {}, True, None, False, ''),
('outputs:a_vectorf3_nan', 'vector3f', 0, None, 'vectorf3 NaN', {}, True, None, False, ''),
('outputs:a_vectorf3_ninf', 'vector3f', 0, None, 'vectorf3 -Infinity', {}, True, None, False, ''),
('outputs:a_vectorf3_snan', 'vector3f', 0, None, 'vectorf3 sNaN', {}, True, None, False, ''),
('outputs:a_vectorh3_array_inf', 'vector3h[]', 0, None, 'vectorh3_array Infinity', {}, True, None, False, ''),
('outputs:a_vectorh3_array_nan', 'vector3h[]', 0, None, 'vectorh3_array NaN', {}, True, None, False, ''),
('outputs:a_vectorh3_array_ninf', 'vector3h[]', 0, None, 'vectorh3_array -Infinity', {}, True, None, False, ''),
('outputs:a_vectorh3_array_snan', 'vector3h[]', 0, None, 'vectorh3_array sNaN', {}, True, None, False, ''),
('outputs:a_vectorh3_inf', 'vector3h', 0, None, 'vectorh3 Infinity', {}, True, None, False, ''),
('outputs:a_vectorh3_nan', 'vector3h', 0, None, 'vectorh3 NaN', {}, True, None, False, ''),
('outputs:a_vectorh3_ninf', 'vector3h', 0, None, 'vectorh3 -Infinity', {}, True, None, False, ''),
('outputs:a_vectorh3_snan', 'vector3h', 0, None, 'vectorh3 sNaN', {}, True, None, False, ''),
])
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.a_colord3_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colord3_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colord3_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colord3_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colord3_inf = og.AttributeRole.COLOR
role_data.inputs.a_colord3_nan = og.AttributeRole.COLOR
role_data.inputs.a_colord3_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colord3_snan = og.AttributeRole.COLOR
role_data.inputs.a_colord4_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colord4_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colord4_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colord4_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colord4_inf = og.AttributeRole.COLOR
role_data.inputs.a_colord4_nan = og.AttributeRole.COLOR
role_data.inputs.a_colord4_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colord4_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorf3_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorf4_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorh3_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_array_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_array_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_array_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_array_snan = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_inf = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_nan = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_ninf = og.AttributeRole.COLOR
role_data.inputs.a_colorh4_snan = og.AttributeRole.COLOR
role_data.inputs.a_frame4_array_inf = og.AttributeRole.FRAME
role_data.inputs.a_frame4_array_nan = og.AttributeRole.FRAME
role_data.inputs.a_frame4_array_ninf = og.AttributeRole.FRAME
role_data.inputs.a_frame4_array_snan = og.AttributeRole.FRAME
role_data.inputs.a_frame4_inf = og.AttributeRole.FRAME
role_data.inputs.a_frame4_nan = og.AttributeRole.FRAME
role_data.inputs.a_frame4_ninf = og.AttributeRole.FRAME
role_data.inputs.a_frame4_snan = og.AttributeRole.FRAME
role_data.inputs.a_matrixd2_array_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_array_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_array_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_array_snan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd2_snan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_array_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_array_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_array_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_array_snan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd3_snan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_array_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_array_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_array_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_array_snan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_inf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_nan = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_ninf = og.AttributeRole.MATRIX
role_data.inputs.a_matrixd4_snan = og.AttributeRole.MATRIX
role_data.inputs.a_normald3_array_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_array_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_array_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_array_snan = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normald3_snan = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_array_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_array_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_array_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_array_snan = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normalf3_snan = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_array_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_array_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_array_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_array_snan = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_inf = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_nan = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_ninf = og.AttributeRole.NORMAL
role_data.inputs.a_normalh3_snan = og.AttributeRole.NORMAL
role_data.inputs.a_pointd3_array_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_array_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_array_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_array_snan = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointd3_snan = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_array_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_array_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_array_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_array_snan = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointf3_snan = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_array_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_array_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_array_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_array_snan = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_inf = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_nan = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_ninf = og.AttributeRole.POSITION
role_data.inputs.a_pointh3_snan = og.AttributeRole.POSITION
role_data.inputs.a_quatd4_array_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_array_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_array_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_array_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatd4_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_array_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_array_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_array_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_array_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quatf4_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_array_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_array_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_array_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_array_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_inf = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_nan = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_ninf = og.AttributeRole.QUATERNION
role_data.inputs.a_quath4_snan = og.AttributeRole.QUATERNION
role_data.inputs.a_texcoordd2_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd2_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordd3_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf2_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordf3_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh2_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_array_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_array_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_array_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_array_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_inf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_nan = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_ninf = og.AttributeRole.TEXCOORD
role_data.inputs.a_texcoordh3_snan = og.AttributeRole.TEXCOORD
role_data.inputs.a_timecode_array_inf = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_array_nan = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_array_ninf = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_array_snan = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_inf = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_nan = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_ninf = og.AttributeRole.TIMECODE
role_data.inputs.a_timecode_snan = og.AttributeRole.TIMECODE
role_data.inputs.a_vectord3_array_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_array_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_array_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_array_snan = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectord3_snan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_array_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_array_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_array_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_array_snan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorf3_snan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_array_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_array_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_array_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_array_snan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_inf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_nan = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_ninf = og.AttributeRole.VECTOR
role_data.inputs.a_vectorh3_snan = og.AttributeRole.VECTOR
role_data.outputs.a_colord3_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colord3_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colord3_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colord3_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colord3_inf = og.AttributeRole.COLOR
role_data.outputs.a_colord3_nan = og.AttributeRole.COLOR
role_data.outputs.a_colord3_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colord3_snan = og.AttributeRole.COLOR
role_data.outputs.a_colord4_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colord4_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colord4_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colord4_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colord4_inf = og.AttributeRole.COLOR
role_data.outputs.a_colord4_nan = og.AttributeRole.COLOR
role_data.outputs.a_colord4_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colord4_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorf3_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorf4_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorh3_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_array_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_array_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_array_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_array_snan = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_inf = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_nan = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_ninf = og.AttributeRole.COLOR
role_data.outputs.a_colorh4_snan = og.AttributeRole.COLOR
role_data.outputs.a_frame4_array_inf = og.AttributeRole.FRAME
role_data.outputs.a_frame4_array_nan = og.AttributeRole.FRAME
role_data.outputs.a_frame4_array_ninf = og.AttributeRole.FRAME
role_data.outputs.a_frame4_array_snan = og.AttributeRole.FRAME
role_data.outputs.a_frame4_inf = og.AttributeRole.FRAME
role_data.outputs.a_frame4_nan = og.AttributeRole.FRAME
role_data.outputs.a_frame4_ninf = og.AttributeRole.FRAME
role_data.outputs.a_frame4_snan = og.AttributeRole.FRAME
role_data.outputs.a_matrixd2_array_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_array_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_array_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_array_snan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd2_snan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_array_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_array_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_array_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_array_snan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd3_snan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_array_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_array_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_array_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_array_snan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_inf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_nan = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_ninf = og.AttributeRole.MATRIX
role_data.outputs.a_matrixd4_snan = og.AttributeRole.MATRIX
role_data.outputs.a_normald3_array_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_array_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_array_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_array_snan = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normald3_snan = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_array_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_array_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_array_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_array_snan = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normalf3_snan = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_array_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_array_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_array_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_array_snan = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_inf = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_nan = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_ninf = og.AttributeRole.NORMAL
role_data.outputs.a_normalh3_snan = og.AttributeRole.NORMAL
role_data.outputs.a_pointd3_array_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_array_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_array_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_array_snan = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointd3_snan = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_array_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_array_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_array_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_array_snan = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointf3_snan = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_array_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_array_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_array_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_array_snan = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_inf = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_nan = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_ninf = og.AttributeRole.POSITION
role_data.outputs.a_pointh3_snan = og.AttributeRole.POSITION
role_data.outputs.a_quatd4_array_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_array_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_array_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_array_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatd4_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_array_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_array_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_array_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_array_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quatf4_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_array_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_array_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_array_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_array_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_inf = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_nan = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_ninf = og.AttributeRole.QUATERNION
role_data.outputs.a_quath4_snan = og.AttributeRole.QUATERNION
role_data.outputs.a_texcoordd2_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd2_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordd3_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf2_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordf3_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh2_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_array_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_array_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_array_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_array_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_inf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_nan = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_ninf = og.AttributeRole.TEXCOORD
role_data.outputs.a_texcoordh3_snan = og.AttributeRole.TEXCOORD
role_data.outputs.a_timecode_array_inf = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_array_nan = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_array_ninf = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_array_snan = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_inf = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_nan = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_ninf = og.AttributeRole.TIMECODE
role_data.outputs.a_timecode_snan = og.AttributeRole.TIMECODE
role_data.outputs.a_vectord3_array_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_array_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_array_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_array_snan = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectord3_snan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_array_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_array_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_array_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_array_snan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorf3_snan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_array_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_array_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_array_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_array_snan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_inf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_nan = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_ninf = og.AttributeRole.VECTOR
role_data.outputs.a_vectorh3_snan = og.AttributeRole.VECTOR
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def a_colord3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_inf)
return data_view.get()
@a_colord3_array_inf.setter
def a_colord3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_inf)
data_view.set(value)
self.a_colord3_array_inf_size = data_view.get_array_size()
@property
def a_colord3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_nan)
return data_view.get()
@a_colord3_array_nan.setter
def a_colord3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_nan)
data_view.set(value)
self.a_colord3_array_nan_size = data_view.get_array_size()
@property
def a_colord3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_ninf)
return data_view.get()
@a_colord3_array_ninf.setter
def a_colord3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_ninf)
data_view.set(value)
self.a_colord3_array_ninf_size = data_view.get_array_size()
@property
def a_colord3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_snan)
return data_view.get()
@a_colord3_array_snan.setter
def a_colord3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_snan)
data_view.set(value)
self.a_colord3_array_snan_size = data_view.get_array_size()
@property
def a_colord3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_inf)
return data_view.get()
@a_colord3_inf.setter
def a_colord3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_inf)
data_view.set(value)
@property
def a_colord3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_nan)
return data_view.get()
@a_colord3_nan.setter
def a_colord3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_nan)
data_view.set(value)
@property
def a_colord3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_ninf)
return data_view.get()
@a_colord3_ninf.setter
def a_colord3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_ninf)
data_view.set(value)
@property
def a_colord3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_snan)
return data_view.get()
@a_colord3_snan.setter
def a_colord3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colord3_snan)
data_view.set(value)
@property
def a_colord4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_inf)
return data_view.get()
@a_colord4_array_inf.setter
def a_colord4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_inf)
data_view.set(value)
self.a_colord4_array_inf_size = data_view.get_array_size()
@property
def a_colord4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_nan)
return data_view.get()
@a_colord4_array_nan.setter
def a_colord4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_nan)
data_view.set(value)
self.a_colord4_array_nan_size = data_view.get_array_size()
@property
def a_colord4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_ninf)
return data_view.get()
@a_colord4_array_ninf.setter
def a_colord4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_ninf)
data_view.set(value)
self.a_colord4_array_ninf_size = data_view.get_array_size()
@property
def a_colord4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_snan)
return data_view.get()
@a_colord4_array_snan.setter
def a_colord4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_snan)
data_view.set(value)
self.a_colord4_array_snan_size = data_view.get_array_size()
@property
def a_colord4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_inf)
return data_view.get()
@a_colord4_inf.setter
def a_colord4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_inf)
data_view.set(value)
@property
def a_colord4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_nan)
return data_view.get()
@a_colord4_nan.setter
def a_colord4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_nan)
data_view.set(value)
@property
def a_colord4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_ninf)
return data_view.get()
@a_colord4_ninf.setter
def a_colord4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_ninf)
data_view.set(value)
@property
def a_colord4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_snan)
return data_view.get()
@a_colord4_snan.setter
def a_colord4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colord4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colord4_snan)
data_view.set(value)
@property
def a_colorf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_inf)
return data_view.get()
@a_colorf3_array_inf.setter
def a_colorf3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_inf)
data_view.set(value)
self.a_colorf3_array_inf_size = data_view.get_array_size()
@property
def a_colorf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_nan)
return data_view.get()
@a_colorf3_array_nan.setter
def a_colorf3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_nan)
data_view.set(value)
self.a_colorf3_array_nan_size = data_view.get_array_size()
@property
def a_colorf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_ninf)
return data_view.get()
@a_colorf3_array_ninf.setter
def a_colorf3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_ninf)
data_view.set(value)
self.a_colorf3_array_ninf_size = data_view.get_array_size()
@property
def a_colorf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_snan)
return data_view.get()
@a_colorf3_array_snan.setter
def a_colorf3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_snan)
data_view.set(value)
self.a_colorf3_array_snan_size = data_view.get_array_size()
@property
def a_colorf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_inf)
return data_view.get()
@a_colorf3_inf.setter
def a_colorf3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_inf)
data_view.set(value)
@property
def a_colorf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_nan)
return data_view.get()
@a_colorf3_nan.setter
def a_colorf3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_nan)
data_view.set(value)
@property
def a_colorf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_ninf)
return data_view.get()
@a_colorf3_ninf.setter
def a_colorf3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_ninf)
data_view.set(value)
@property
def a_colorf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_snan)
return data_view.get()
@a_colorf3_snan.setter
def a_colorf3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_snan)
data_view.set(value)
@property
def a_colorf4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_inf)
return data_view.get()
@a_colorf4_array_inf.setter
def a_colorf4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_inf)
data_view.set(value)
self.a_colorf4_array_inf_size = data_view.get_array_size()
@property
def a_colorf4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_nan)
return data_view.get()
@a_colorf4_array_nan.setter
def a_colorf4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_nan)
data_view.set(value)
self.a_colorf4_array_nan_size = data_view.get_array_size()
@property
def a_colorf4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_ninf)
return data_view.get()
@a_colorf4_array_ninf.setter
def a_colorf4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_ninf)
data_view.set(value)
self.a_colorf4_array_ninf_size = data_view.get_array_size()
@property
def a_colorf4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_snan)
return data_view.get()
@a_colorf4_array_snan.setter
def a_colorf4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_snan)
data_view.set(value)
self.a_colorf4_array_snan_size = data_view.get_array_size()
@property
def a_colorf4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_inf)
return data_view.get()
@a_colorf4_inf.setter
def a_colorf4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_inf)
data_view.set(value)
@property
def a_colorf4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_nan)
return data_view.get()
@a_colorf4_nan.setter
def a_colorf4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_nan)
data_view.set(value)
@property
def a_colorf4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_ninf)
return data_view.get()
@a_colorf4_ninf.setter
def a_colorf4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_ninf)
data_view.set(value)
@property
def a_colorf4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_snan)
return data_view.get()
@a_colorf4_snan.setter
def a_colorf4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorf4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_snan)
data_view.set(value)
@property
def a_colorh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_inf)
return data_view.get()
@a_colorh3_array_inf.setter
def a_colorh3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_inf)
data_view.set(value)
self.a_colorh3_array_inf_size = data_view.get_array_size()
@property
def a_colorh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_nan)
return data_view.get()
@a_colorh3_array_nan.setter
def a_colorh3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_nan)
data_view.set(value)
self.a_colorh3_array_nan_size = data_view.get_array_size()
@property
def a_colorh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_ninf)
return data_view.get()
@a_colorh3_array_ninf.setter
def a_colorh3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_ninf)
data_view.set(value)
self.a_colorh3_array_ninf_size = data_view.get_array_size()
@property
def a_colorh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_snan)
return data_view.get()
@a_colorh3_array_snan.setter
def a_colorh3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_snan)
data_view.set(value)
self.a_colorh3_array_snan_size = data_view.get_array_size()
@property
def a_colorh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_inf)
return data_view.get()
@a_colorh3_inf.setter
def a_colorh3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_inf)
data_view.set(value)
@property
def a_colorh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_nan)
return data_view.get()
@a_colorh3_nan.setter
def a_colorh3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_nan)
data_view.set(value)
@property
def a_colorh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_ninf)
return data_view.get()
@a_colorh3_ninf.setter
def a_colorh3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_ninf)
data_view.set(value)
@property
def a_colorh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_snan)
return data_view.get()
@a_colorh3_snan.setter
def a_colorh3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_snan)
data_view.set(value)
@property
def a_colorh4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_inf)
return data_view.get()
@a_colorh4_array_inf.setter
def a_colorh4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_inf)
data_view.set(value)
self.a_colorh4_array_inf_size = data_view.get_array_size()
@property
def a_colorh4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_nan)
return data_view.get()
@a_colorh4_array_nan.setter
def a_colorh4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_nan)
data_view.set(value)
self.a_colorh4_array_nan_size = data_view.get_array_size()
@property
def a_colorh4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_ninf)
return data_view.get()
@a_colorh4_array_ninf.setter
def a_colorh4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_ninf)
data_view.set(value)
self.a_colorh4_array_ninf_size = data_view.get_array_size()
@property
def a_colorh4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_snan)
return data_view.get()
@a_colorh4_array_snan.setter
def a_colorh4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_snan)
data_view.set(value)
self.a_colorh4_array_snan_size = data_view.get_array_size()
@property
def a_colorh4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_inf)
return data_view.get()
@a_colorh4_inf.setter
def a_colorh4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_inf)
data_view.set(value)
@property
def a_colorh4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_nan)
return data_view.get()
@a_colorh4_nan.setter
def a_colorh4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_nan)
data_view.set(value)
@property
def a_colorh4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_ninf)
return data_view.get()
@a_colorh4_ninf.setter
def a_colorh4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_ninf)
data_view.set(value)
@property
def a_colorh4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_snan)
return data_view.get()
@a_colorh4_snan.setter
def a_colorh4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_colorh4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_snan)
data_view.set(value)
@property
def a_double2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_inf)
return data_view.get()
@a_double2_array_inf.setter
def a_double2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_inf)
data_view.set(value)
self.a_double2_array_inf_size = data_view.get_array_size()
@property
def a_double2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_nan)
return data_view.get()
@a_double2_array_nan.setter
def a_double2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_nan)
data_view.set(value)
self.a_double2_array_nan_size = data_view.get_array_size()
@property
def a_double2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_ninf)
return data_view.get()
@a_double2_array_ninf.setter
def a_double2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_ninf)
data_view.set(value)
self.a_double2_array_ninf_size = data_view.get_array_size()
@property
def a_double2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_snan)
return data_view.get()
@a_double2_array_snan.setter
def a_double2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_snan)
data_view.set(value)
self.a_double2_array_snan_size = data_view.get_array_size()
@property
def a_double2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_inf)
return data_view.get()
@a_double2_inf.setter
def a_double2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double2_inf)
data_view.set(value)
@property
def a_double2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_nan)
return data_view.get()
@a_double2_nan.setter
def a_double2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double2_nan)
data_view.set(value)
@property
def a_double2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_ninf)
return data_view.get()
@a_double2_ninf.setter
def a_double2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double2_ninf)
data_view.set(value)
@property
def a_double2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_snan)
return data_view.get()
@a_double2_snan.setter
def a_double2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double2_snan)
data_view.set(value)
@property
def a_double3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_inf)
return data_view.get()
@a_double3_array_inf.setter
def a_double3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_inf)
data_view.set(value)
self.a_double3_array_inf_size = data_view.get_array_size()
@property
def a_double3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_nan)
return data_view.get()
@a_double3_array_nan.setter
def a_double3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_nan)
data_view.set(value)
self.a_double3_array_nan_size = data_view.get_array_size()
@property
def a_double3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_ninf)
return data_view.get()
@a_double3_array_ninf.setter
def a_double3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_ninf)
data_view.set(value)
self.a_double3_array_ninf_size = data_view.get_array_size()
@property
def a_double3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_snan)
return data_view.get()
@a_double3_array_snan.setter
def a_double3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_snan)
data_view.set(value)
self.a_double3_array_snan_size = data_view.get_array_size()
@property
def a_double3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_inf)
return data_view.get()
@a_double3_inf.setter
def a_double3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double3_inf)
data_view.set(value)
@property
def a_double3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_nan)
return data_view.get()
@a_double3_nan.setter
def a_double3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double3_nan)
data_view.set(value)
@property
def a_double3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_ninf)
return data_view.get()
@a_double3_ninf.setter
def a_double3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double3_ninf)
data_view.set(value)
@property
def a_double3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_snan)
return data_view.get()
@a_double3_snan.setter
def a_double3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double3_snan)
data_view.set(value)
@property
def a_double4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_inf)
return data_view.get()
@a_double4_array_inf.setter
def a_double4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_inf)
data_view.set(value)
self.a_double4_array_inf_size = data_view.get_array_size()
@property
def a_double4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_nan)
return data_view.get()
@a_double4_array_nan.setter
def a_double4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_nan)
data_view.set(value)
self.a_double4_array_nan_size = data_view.get_array_size()
@property
def a_double4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_ninf)
return data_view.get()
@a_double4_array_ninf.setter
def a_double4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_ninf)
data_view.set(value)
self.a_double4_array_ninf_size = data_view.get_array_size()
@property
def a_double4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_snan)
return data_view.get()
@a_double4_array_snan.setter
def a_double4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_snan)
data_view.set(value)
self.a_double4_array_snan_size = data_view.get_array_size()
@property
def a_double4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_inf)
return data_view.get()
@a_double4_inf.setter
def a_double4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double4_inf)
data_view.set(value)
@property
def a_double4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_nan)
return data_view.get()
@a_double4_nan.setter
def a_double4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double4_nan)
data_view.set(value)
@property
def a_double4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_ninf)
return data_view.get()
@a_double4_ninf.setter
def a_double4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double4_ninf)
data_view.set(value)
@property
def a_double4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_snan)
return data_view.get()
@a_double4_snan.setter
def a_double4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double4_snan)
data_view.set(value)
@property
def a_double_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_inf)
return data_view.get()
@a_double_array_inf.setter
def a_double_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double_array_inf)
data_view.set(value)
self.a_double_array_inf_size = data_view.get_array_size()
@property
def a_double_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_nan)
return data_view.get()
@a_double_array_nan.setter
def a_double_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double_array_nan)
data_view.set(value)
self.a_double_array_nan_size = data_view.get_array_size()
@property
def a_double_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_ninf)
return data_view.get()
@a_double_array_ninf.setter
def a_double_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double_array_ninf)
data_view.set(value)
self.a_double_array_ninf_size = data_view.get_array_size()
@property
def a_double_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_snan)
return data_view.get()
@a_double_array_snan.setter
def a_double_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double_array_snan)
data_view.set(value)
self.a_double_array_snan_size = data_view.get_array_size()
@property
def a_double_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_inf)
return data_view.get()
@a_double_inf.setter
def a_double_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_inf)
data_view = og.AttributeValueHelper(self._attributes.a_double_inf)
data_view.set(value)
@property
def a_double_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_nan)
return data_view.get()
@a_double_nan.setter
def a_double_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_nan)
data_view = og.AttributeValueHelper(self._attributes.a_double_nan)
data_view.set(value)
@property
def a_double_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_ninf)
return data_view.get()
@a_double_ninf.setter
def a_double_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_double_ninf)
data_view.set(value)
@property
def a_double_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_snan)
return data_view.get()
@a_double_snan.setter
def a_double_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_double_snan)
data_view = og.AttributeValueHelper(self._attributes.a_double_snan)
data_view.set(value)
@property
def a_float2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_inf)
return data_view.get()
@a_float2_array_inf.setter
def a_float2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_inf)
data_view.set(value)
self.a_float2_array_inf_size = data_view.get_array_size()
@property
def a_float2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_nan)
return data_view.get()
@a_float2_array_nan.setter
def a_float2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_nan)
data_view.set(value)
self.a_float2_array_nan_size = data_view.get_array_size()
@property
def a_float2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_ninf)
return data_view.get()
@a_float2_array_ninf.setter
def a_float2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_ninf)
data_view.set(value)
self.a_float2_array_ninf_size = data_view.get_array_size()
@property
def a_float2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_snan)
return data_view.get()
@a_float2_array_snan.setter
def a_float2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_snan)
data_view.set(value)
self.a_float2_array_snan_size = data_view.get_array_size()
@property
def a_float2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_inf)
return data_view.get()
@a_float2_inf.setter
def a_float2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float2_inf)
data_view.set(value)
@property
def a_float2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_nan)
return data_view.get()
@a_float2_nan.setter
def a_float2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float2_nan)
data_view.set(value)
@property
def a_float2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_ninf)
return data_view.get()
@a_float2_ninf.setter
def a_float2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float2_ninf)
data_view.set(value)
@property
def a_float2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_snan)
return data_view.get()
@a_float2_snan.setter
def a_float2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float2_snan)
data_view.set(value)
@property
def a_float3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_inf)
return data_view.get()
@a_float3_array_inf.setter
def a_float3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_inf)
data_view.set(value)
self.a_float3_array_inf_size = data_view.get_array_size()
@property
def a_float3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_nan)
return data_view.get()
@a_float3_array_nan.setter
def a_float3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_nan)
data_view.set(value)
self.a_float3_array_nan_size = data_view.get_array_size()
@property
def a_float3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_ninf)
return data_view.get()
@a_float3_array_ninf.setter
def a_float3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_ninf)
data_view.set(value)
self.a_float3_array_ninf_size = data_view.get_array_size()
@property
def a_float3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_snan)
return data_view.get()
@a_float3_array_snan.setter
def a_float3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_snan)
data_view.set(value)
self.a_float3_array_snan_size = data_view.get_array_size()
@property
def a_float3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_inf)
return data_view.get()
@a_float3_inf.setter
def a_float3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float3_inf)
data_view.set(value)
@property
def a_float3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_nan)
return data_view.get()
@a_float3_nan.setter
def a_float3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float3_nan)
data_view.set(value)
@property
def a_float3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_ninf)
return data_view.get()
@a_float3_ninf.setter
def a_float3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float3_ninf)
data_view.set(value)
@property
def a_float3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_snan)
return data_view.get()
@a_float3_snan.setter
def a_float3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float3_snan)
data_view.set(value)
@property
def a_float4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_inf)
return data_view.get()
@a_float4_array_inf.setter
def a_float4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_inf)
data_view.set(value)
self.a_float4_array_inf_size = data_view.get_array_size()
@property
def a_float4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_nan)
return data_view.get()
@a_float4_array_nan.setter
def a_float4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_nan)
data_view.set(value)
self.a_float4_array_nan_size = data_view.get_array_size()
@property
def a_float4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_ninf)
return data_view.get()
@a_float4_array_ninf.setter
def a_float4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_ninf)
data_view.set(value)
self.a_float4_array_ninf_size = data_view.get_array_size()
@property
def a_float4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_snan)
return data_view.get()
@a_float4_array_snan.setter
def a_float4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_snan)
data_view.set(value)
self.a_float4_array_snan_size = data_view.get_array_size()
@property
def a_float4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_inf)
return data_view.get()
@a_float4_inf.setter
def a_float4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float4_inf)
data_view.set(value)
@property
def a_float4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_nan)
return data_view.get()
@a_float4_nan.setter
def a_float4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float4_nan)
data_view.set(value)
@property
def a_float4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_ninf)
return data_view.get()
@a_float4_ninf.setter
def a_float4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float4_ninf)
data_view.set(value)
@property
def a_float4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_snan)
return data_view.get()
@a_float4_snan.setter
def a_float4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float4_snan)
data_view.set(value)
@property
def a_float_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_inf)
return data_view.get()
@a_float_array_inf.setter
def a_float_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float_array_inf)
data_view.set(value)
self.a_float_array_inf_size = data_view.get_array_size()
@property
def a_float_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_nan)
return data_view.get()
@a_float_array_nan.setter
def a_float_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float_array_nan)
data_view.set(value)
self.a_float_array_nan_size = data_view.get_array_size()
@property
def a_float_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_ninf)
return data_view.get()
@a_float_array_ninf.setter
def a_float_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float_array_ninf)
data_view.set(value)
self.a_float_array_ninf_size = data_view.get_array_size()
@property
def a_float_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_snan)
return data_view.get()
@a_float_array_snan.setter
def a_float_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float_array_snan)
data_view.set(value)
self.a_float_array_snan_size = data_view.get_array_size()
@property
def a_float_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_inf)
return data_view.get()
@a_float_inf.setter
def a_float_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_inf)
data_view = og.AttributeValueHelper(self._attributes.a_float_inf)
data_view.set(value)
@property
def a_float_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_nan)
return data_view.get()
@a_float_nan.setter
def a_float_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_nan)
data_view = og.AttributeValueHelper(self._attributes.a_float_nan)
data_view.set(value)
@property
def a_float_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_ninf)
return data_view.get()
@a_float_ninf.setter
def a_float_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_float_ninf)
data_view.set(value)
@property
def a_float_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_snan)
return data_view.get()
@a_float_snan.setter
def a_float_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_float_snan)
data_view = og.AttributeValueHelper(self._attributes.a_float_snan)
data_view.set(value)
@property
def a_frame4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_inf)
return data_view.get()
@a_frame4_array_inf.setter
def a_frame4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_inf)
data_view.set(value)
self.a_frame4_array_inf_size = data_view.get_array_size()
@property
def a_frame4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_nan)
return data_view.get()
@a_frame4_array_nan.setter
def a_frame4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_nan)
data_view.set(value)
self.a_frame4_array_nan_size = data_view.get_array_size()
@property
def a_frame4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_ninf)
return data_view.get()
@a_frame4_array_ninf.setter
def a_frame4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_ninf)
data_view.set(value)
self.a_frame4_array_ninf_size = data_view.get_array_size()
@property
def a_frame4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_snan)
return data_view.get()
@a_frame4_array_snan.setter
def a_frame4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_snan)
data_view.set(value)
self.a_frame4_array_snan_size = data_view.get_array_size()
@property
def a_frame4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_inf)
return data_view.get()
@a_frame4_inf.setter
def a_frame4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_inf)
data_view.set(value)
@property
def a_frame4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_nan)
return data_view.get()
@a_frame4_nan.setter
def a_frame4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_nan)
data_view.set(value)
@property
def a_frame4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_ninf)
return data_view.get()
@a_frame4_ninf.setter
def a_frame4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_ninf)
data_view.set(value)
@property
def a_frame4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_snan)
return data_view.get()
@a_frame4_snan.setter
def a_frame4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_frame4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_frame4_snan)
data_view.set(value)
@property
def a_half2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_inf)
return data_view.get()
@a_half2_array_inf.setter
def a_half2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_inf)
data_view.set(value)
self.a_half2_array_inf_size = data_view.get_array_size()
@property
def a_half2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_nan)
return data_view.get()
@a_half2_array_nan.setter
def a_half2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_nan)
data_view.set(value)
self.a_half2_array_nan_size = data_view.get_array_size()
@property
def a_half2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_ninf)
return data_view.get()
@a_half2_array_ninf.setter
def a_half2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_ninf)
data_view.set(value)
self.a_half2_array_ninf_size = data_view.get_array_size()
@property
def a_half2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_snan)
return data_view.get()
@a_half2_array_snan.setter
def a_half2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_snan)
data_view.set(value)
self.a_half2_array_snan_size = data_view.get_array_size()
@property
def a_half2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_inf)
return data_view.get()
@a_half2_inf.setter
def a_half2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half2_inf)
data_view.set(value)
@property
def a_half2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_nan)
return data_view.get()
@a_half2_nan.setter
def a_half2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half2_nan)
data_view.set(value)
@property
def a_half2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_ninf)
return data_view.get()
@a_half2_ninf.setter
def a_half2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half2_ninf)
data_view.set(value)
@property
def a_half2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_snan)
return data_view.get()
@a_half2_snan.setter
def a_half2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half2_snan)
data_view.set(value)
@property
def a_half3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_inf)
return data_view.get()
@a_half3_array_inf.setter
def a_half3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_inf)
data_view.set(value)
self.a_half3_array_inf_size = data_view.get_array_size()
@property
def a_half3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_nan)
return data_view.get()
@a_half3_array_nan.setter
def a_half3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_nan)
data_view.set(value)
self.a_half3_array_nan_size = data_view.get_array_size()
@property
def a_half3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_ninf)
return data_view.get()
@a_half3_array_ninf.setter
def a_half3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_ninf)
data_view.set(value)
self.a_half3_array_ninf_size = data_view.get_array_size()
@property
def a_half3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_snan)
return data_view.get()
@a_half3_array_snan.setter
def a_half3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_snan)
data_view.set(value)
self.a_half3_array_snan_size = data_view.get_array_size()
@property
def a_half3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_inf)
return data_view.get()
@a_half3_inf.setter
def a_half3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half3_inf)
data_view.set(value)
@property
def a_half3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_nan)
return data_view.get()
@a_half3_nan.setter
def a_half3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half3_nan)
data_view.set(value)
@property
def a_half3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_ninf)
return data_view.get()
@a_half3_ninf.setter
def a_half3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half3_ninf)
data_view.set(value)
@property
def a_half3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_snan)
return data_view.get()
@a_half3_snan.setter
def a_half3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half3_snan)
data_view.set(value)
@property
def a_half4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_inf)
return data_view.get()
@a_half4_array_inf.setter
def a_half4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_inf)
data_view.set(value)
self.a_half4_array_inf_size = data_view.get_array_size()
@property
def a_half4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_nan)
return data_view.get()
@a_half4_array_nan.setter
def a_half4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_nan)
data_view.set(value)
self.a_half4_array_nan_size = data_view.get_array_size()
@property
def a_half4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_ninf)
return data_view.get()
@a_half4_array_ninf.setter
def a_half4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_ninf)
data_view.set(value)
self.a_half4_array_ninf_size = data_view.get_array_size()
@property
def a_half4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_snan)
return data_view.get()
@a_half4_array_snan.setter
def a_half4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_snan)
data_view.set(value)
self.a_half4_array_snan_size = data_view.get_array_size()
@property
def a_half4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_inf)
return data_view.get()
@a_half4_inf.setter
def a_half4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half4_inf)
data_view.set(value)
@property
def a_half4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_nan)
return data_view.get()
@a_half4_nan.setter
def a_half4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half4_nan)
data_view.set(value)
@property
def a_half4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_ninf)
return data_view.get()
@a_half4_ninf.setter
def a_half4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half4_ninf)
data_view.set(value)
@property
def a_half4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_snan)
return data_view.get()
@a_half4_snan.setter
def a_half4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half4_snan)
data_view.set(value)
@property
def a_half_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_inf)
return data_view.get()
@a_half_array_inf.setter
def a_half_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half_array_inf)
data_view.set(value)
self.a_half_array_inf_size = data_view.get_array_size()
@property
def a_half_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_nan)
return data_view.get()
@a_half_array_nan.setter
def a_half_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half_array_nan)
data_view.set(value)
self.a_half_array_nan_size = data_view.get_array_size()
@property
def a_half_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_ninf)
return data_view.get()
@a_half_array_ninf.setter
def a_half_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half_array_ninf)
data_view.set(value)
self.a_half_array_ninf_size = data_view.get_array_size()
@property
def a_half_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_snan)
return data_view.get()
@a_half_array_snan.setter
def a_half_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half_array_snan)
data_view.set(value)
self.a_half_array_snan_size = data_view.get_array_size()
@property
def a_half_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_inf)
return data_view.get()
@a_half_inf.setter
def a_half_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_inf)
data_view = og.AttributeValueHelper(self._attributes.a_half_inf)
data_view.set(value)
@property
def a_half_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_nan)
return data_view.get()
@a_half_nan.setter
def a_half_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_nan)
data_view = og.AttributeValueHelper(self._attributes.a_half_nan)
data_view.set(value)
@property
def a_half_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_ninf)
return data_view.get()
@a_half_ninf.setter
def a_half_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_half_ninf)
data_view.set(value)
@property
def a_half_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_snan)
return data_view.get()
@a_half_snan.setter
def a_half_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_half_snan)
data_view = og.AttributeValueHelper(self._attributes.a_half_snan)
data_view.set(value)
@property
def a_matrixd2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_inf)
return data_view.get()
@a_matrixd2_array_inf.setter
def a_matrixd2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_inf)
data_view.set(value)
self.a_matrixd2_array_inf_size = data_view.get_array_size()
@property
def a_matrixd2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_nan)
return data_view.get()
@a_matrixd2_array_nan.setter
def a_matrixd2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_nan)
data_view.set(value)
self.a_matrixd2_array_nan_size = data_view.get_array_size()
@property
def a_matrixd2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_ninf)
return data_view.get()
@a_matrixd2_array_ninf.setter
def a_matrixd2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_ninf)
data_view.set(value)
self.a_matrixd2_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_snan)
return data_view.get()
@a_matrixd2_array_snan.setter
def a_matrixd2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_snan)
data_view.set(value)
self.a_matrixd2_array_snan_size = data_view.get_array_size()
@property
def a_matrixd2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_inf)
return data_view.get()
@a_matrixd2_inf.setter
def a_matrixd2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_inf)
data_view.set(value)
@property
def a_matrixd2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_nan)
return data_view.get()
@a_matrixd2_nan.setter
def a_matrixd2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_nan)
data_view.set(value)
@property
def a_matrixd2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_ninf)
return data_view.get()
@a_matrixd2_ninf.setter
def a_matrixd2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_ninf)
data_view.set(value)
@property
def a_matrixd2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_snan)
return data_view.get()
@a_matrixd2_snan.setter
def a_matrixd2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_snan)
data_view.set(value)
@property
def a_matrixd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_inf)
return data_view.get()
@a_matrixd3_array_inf.setter
def a_matrixd3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_inf)
data_view.set(value)
self.a_matrixd3_array_inf_size = data_view.get_array_size()
@property
def a_matrixd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_nan)
return data_view.get()
@a_matrixd3_array_nan.setter
def a_matrixd3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_nan)
data_view.set(value)
self.a_matrixd3_array_nan_size = data_view.get_array_size()
@property
def a_matrixd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_ninf)
return data_view.get()
@a_matrixd3_array_ninf.setter
def a_matrixd3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_ninf)
data_view.set(value)
self.a_matrixd3_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_snan)
return data_view.get()
@a_matrixd3_array_snan.setter
def a_matrixd3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_snan)
data_view.set(value)
self.a_matrixd3_array_snan_size = data_view.get_array_size()
@property
def a_matrixd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_inf)
return data_view.get()
@a_matrixd3_inf.setter
def a_matrixd3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_inf)
data_view.set(value)
@property
def a_matrixd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_nan)
return data_view.get()
@a_matrixd3_nan.setter
def a_matrixd3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_nan)
data_view.set(value)
@property
def a_matrixd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_ninf)
return data_view.get()
@a_matrixd3_ninf.setter
def a_matrixd3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_ninf)
data_view.set(value)
@property
def a_matrixd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_snan)
return data_view.get()
@a_matrixd3_snan.setter
def a_matrixd3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_snan)
data_view.set(value)
@property
def a_matrixd4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_inf)
return data_view.get()
@a_matrixd4_array_inf.setter
def a_matrixd4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_inf)
data_view.set(value)
self.a_matrixd4_array_inf_size = data_view.get_array_size()
@property
def a_matrixd4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_nan)
return data_view.get()
@a_matrixd4_array_nan.setter
def a_matrixd4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_nan)
data_view.set(value)
self.a_matrixd4_array_nan_size = data_view.get_array_size()
@property
def a_matrixd4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_ninf)
return data_view.get()
@a_matrixd4_array_ninf.setter
def a_matrixd4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_ninf)
data_view.set(value)
self.a_matrixd4_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_snan)
return data_view.get()
@a_matrixd4_array_snan.setter
def a_matrixd4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_snan)
data_view.set(value)
self.a_matrixd4_array_snan_size = data_view.get_array_size()
@property
def a_matrixd4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_inf)
return data_view.get()
@a_matrixd4_inf.setter
def a_matrixd4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_inf)
data_view.set(value)
@property
def a_matrixd4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_nan)
return data_view.get()
@a_matrixd4_nan.setter
def a_matrixd4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_nan)
data_view.set(value)
@property
def a_matrixd4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_ninf)
return data_view.get()
@a_matrixd4_ninf.setter
def a_matrixd4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_ninf)
data_view.set(value)
@property
def a_matrixd4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_snan)
return data_view.get()
@a_matrixd4_snan.setter
def a_matrixd4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_matrixd4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_snan)
data_view.set(value)
@property
def a_normald3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_inf)
return data_view.get()
@a_normald3_array_inf.setter
def a_normald3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_inf)
data_view.set(value)
self.a_normald3_array_inf_size = data_view.get_array_size()
@property
def a_normald3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_nan)
return data_view.get()
@a_normald3_array_nan.setter
def a_normald3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_nan)
data_view.set(value)
self.a_normald3_array_nan_size = data_view.get_array_size()
@property
def a_normald3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_ninf)
return data_view.get()
@a_normald3_array_ninf.setter
def a_normald3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_ninf)
data_view.set(value)
self.a_normald3_array_ninf_size = data_view.get_array_size()
@property
def a_normald3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_snan)
return data_view.get()
@a_normald3_array_snan.setter
def a_normald3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_snan)
data_view.set(value)
self.a_normald3_array_snan_size = data_view.get_array_size()
@property
def a_normald3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_inf)
return data_view.get()
@a_normald3_inf.setter
def a_normald3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_inf)
data_view.set(value)
@property
def a_normald3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_nan)
return data_view.get()
@a_normald3_nan.setter
def a_normald3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_nan)
data_view.set(value)
@property
def a_normald3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_ninf)
return data_view.get()
@a_normald3_ninf.setter
def a_normald3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_ninf)
data_view.set(value)
@property
def a_normald3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_snan)
return data_view.get()
@a_normald3_snan.setter
def a_normald3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normald3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normald3_snan)
data_view.set(value)
@property
def a_normalf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_inf)
return data_view.get()
@a_normalf3_array_inf.setter
def a_normalf3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_inf)
data_view.set(value)
self.a_normalf3_array_inf_size = data_view.get_array_size()
@property
def a_normalf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_nan)
return data_view.get()
@a_normalf3_array_nan.setter
def a_normalf3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_nan)
data_view.set(value)
self.a_normalf3_array_nan_size = data_view.get_array_size()
@property
def a_normalf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_ninf)
return data_view.get()
@a_normalf3_array_ninf.setter
def a_normalf3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_ninf)
data_view.set(value)
self.a_normalf3_array_ninf_size = data_view.get_array_size()
@property
def a_normalf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_snan)
return data_view.get()
@a_normalf3_array_snan.setter
def a_normalf3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_snan)
data_view.set(value)
self.a_normalf3_array_snan_size = data_view.get_array_size()
@property
def a_normalf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_inf)
return data_view.get()
@a_normalf3_inf.setter
def a_normalf3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_inf)
data_view.set(value)
@property
def a_normalf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_nan)
return data_view.get()
@a_normalf3_nan.setter
def a_normalf3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_nan)
data_view.set(value)
@property
def a_normalf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_ninf)
return data_view.get()
@a_normalf3_ninf.setter
def a_normalf3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_ninf)
data_view.set(value)
@property
def a_normalf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_snan)
return data_view.get()
@a_normalf3_snan.setter
def a_normalf3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalf3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_snan)
data_view.set(value)
@property
def a_normalh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_inf)
return data_view.get()
@a_normalh3_array_inf.setter
def a_normalh3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_inf)
data_view.set(value)
self.a_normalh3_array_inf_size = data_view.get_array_size()
@property
def a_normalh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_nan)
return data_view.get()
@a_normalh3_array_nan.setter
def a_normalh3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_nan)
data_view.set(value)
self.a_normalh3_array_nan_size = data_view.get_array_size()
@property
def a_normalh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_ninf)
return data_view.get()
@a_normalh3_array_ninf.setter
def a_normalh3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_ninf)
data_view.set(value)
self.a_normalh3_array_ninf_size = data_view.get_array_size()
@property
def a_normalh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_snan)
return data_view.get()
@a_normalh3_array_snan.setter
def a_normalh3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_snan)
data_view.set(value)
self.a_normalh3_array_snan_size = data_view.get_array_size()
@property
def a_normalh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_inf)
return data_view.get()
@a_normalh3_inf.setter
def a_normalh3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_inf)
data_view.set(value)
@property
def a_normalh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_nan)
return data_view.get()
@a_normalh3_nan.setter
def a_normalh3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_nan)
data_view.set(value)
@property
def a_normalh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_ninf)
return data_view.get()
@a_normalh3_ninf.setter
def a_normalh3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_ninf)
data_view.set(value)
@property
def a_normalh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_snan)
return data_view.get()
@a_normalh3_snan.setter
def a_normalh3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_normalh3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_snan)
data_view.set(value)
@property
def a_pointd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_inf)
return data_view.get()
@a_pointd3_array_inf.setter
def a_pointd3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_inf)
data_view.set(value)
self.a_pointd3_array_inf_size = data_view.get_array_size()
@property
def a_pointd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_nan)
return data_view.get()
@a_pointd3_array_nan.setter
def a_pointd3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_nan)
data_view.set(value)
self.a_pointd3_array_nan_size = data_view.get_array_size()
@property
def a_pointd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_ninf)
return data_view.get()
@a_pointd3_array_ninf.setter
def a_pointd3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_ninf)
data_view.set(value)
self.a_pointd3_array_ninf_size = data_view.get_array_size()
@property
def a_pointd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_snan)
return data_view.get()
@a_pointd3_array_snan.setter
def a_pointd3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_snan)
data_view.set(value)
self.a_pointd3_array_snan_size = data_view.get_array_size()
@property
def a_pointd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_inf)
return data_view.get()
@a_pointd3_inf.setter
def a_pointd3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_inf)
data_view.set(value)
@property
def a_pointd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_nan)
return data_view.get()
@a_pointd3_nan.setter
def a_pointd3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_nan)
data_view.set(value)
@property
def a_pointd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_ninf)
return data_view.get()
@a_pointd3_ninf.setter
def a_pointd3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_ninf)
data_view.set(value)
@property
def a_pointd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_snan)
return data_view.get()
@a_pointd3_snan.setter
def a_pointd3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointd3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_snan)
data_view.set(value)
@property
def a_pointf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_inf)
return data_view.get()
@a_pointf3_array_inf.setter
def a_pointf3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_inf)
data_view.set(value)
self.a_pointf3_array_inf_size = data_view.get_array_size()
@property
def a_pointf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_nan)
return data_view.get()
@a_pointf3_array_nan.setter
def a_pointf3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_nan)
data_view.set(value)
self.a_pointf3_array_nan_size = data_view.get_array_size()
@property
def a_pointf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_ninf)
return data_view.get()
@a_pointf3_array_ninf.setter
def a_pointf3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_ninf)
data_view.set(value)
self.a_pointf3_array_ninf_size = data_view.get_array_size()
@property
def a_pointf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_snan)
return data_view.get()
@a_pointf3_array_snan.setter
def a_pointf3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_snan)
data_view.set(value)
self.a_pointf3_array_snan_size = data_view.get_array_size()
@property
def a_pointf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_inf)
return data_view.get()
@a_pointf3_inf.setter
def a_pointf3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_inf)
data_view.set(value)
@property
def a_pointf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_nan)
return data_view.get()
@a_pointf3_nan.setter
def a_pointf3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_nan)
data_view.set(value)
@property
def a_pointf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_ninf)
return data_view.get()
@a_pointf3_ninf.setter
def a_pointf3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_ninf)
data_view.set(value)
@property
def a_pointf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_snan)
return data_view.get()
@a_pointf3_snan.setter
def a_pointf3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointf3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_snan)
data_view.set(value)
@property
def a_pointh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_inf)
return data_view.get()
@a_pointh3_array_inf.setter
def a_pointh3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_inf)
data_view.set(value)
self.a_pointh3_array_inf_size = data_view.get_array_size()
@property
def a_pointh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_nan)
return data_view.get()
@a_pointh3_array_nan.setter
def a_pointh3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_nan)
data_view.set(value)
self.a_pointh3_array_nan_size = data_view.get_array_size()
@property
def a_pointh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_ninf)
return data_view.get()
@a_pointh3_array_ninf.setter
def a_pointh3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_ninf)
data_view.set(value)
self.a_pointh3_array_ninf_size = data_view.get_array_size()
@property
def a_pointh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_snan)
return data_view.get()
@a_pointh3_array_snan.setter
def a_pointh3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_snan)
data_view.set(value)
self.a_pointh3_array_snan_size = data_view.get_array_size()
@property
def a_pointh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_inf)
return data_view.get()
@a_pointh3_inf.setter
def a_pointh3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_inf)
data_view.set(value)
@property
def a_pointh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_nan)
return data_view.get()
@a_pointh3_nan.setter
def a_pointh3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_nan)
data_view.set(value)
@property
def a_pointh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_ninf)
return data_view.get()
@a_pointh3_ninf.setter
def a_pointh3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_ninf)
data_view.set(value)
@property
def a_pointh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_snan)
return data_view.get()
@a_pointh3_snan.setter
def a_pointh3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_pointh3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_snan)
data_view.set(value)
@property
def a_quatd4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_inf)
return data_view.get()
@a_quatd4_array_inf.setter
def a_quatd4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_inf)
data_view.set(value)
self.a_quatd4_array_inf_size = data_view.get_array_size()
@property
def a_quatd4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_nan)
return data_view.get()
@a_quatd4_array_nan.setter
def a_quatd4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_nan)
data_view.set(value)
self.a_quatd4_array_nan_size = data_view.get_array_size()
@property
def a_quatd4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_ninf)
return data_view.get()
@a_quatd4_array_ninf.setter
def a_quatd4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_ninf)
data_view.set(value)
self.a_quatd4_array_ninf_size = data_view.get_array_size()
@property
def a_quatd4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_snan)
return data_view.get()
@a_quatd4_array_snan.setter
def a_quatd4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_snan)
data_view.set(value)
self.a_quatd4_array_snan_size = data_view.get_array_size()
@property
def a_quatd4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_inf)
return data_view.get()
@a_quatd4_inf.setter
def a_quatd4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_inf)
data_view.set(value)
@property
def a_quatd4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_nan)
return data_view.get()
@a_quatd4_nan.setter
def a_quatd4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_nan)
data_view.set(value)
@property
def a_quatd4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_ninf)
return data_view.get()
@a_quatd4_ninf.setter
def a_quatd4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_ninf)
data_view.set(value)
@property
def a_quatd4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_snan)
return data_view.get()
@a_quatd4_snan.setter
def a_quatd4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatd4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_snan)
data_view.set(value)
@property
def a_quatf4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_inf)
return data_view.get()
@a_quatf4_array_inf.setter
def a_quatf4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_inf)
data_view.set(value)
self.a_quatf4_array_inf_size = data_view.get_array_size()
@property
def a_quatf4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_nan)
return data_view.get()
@a_quatf4_array_nan.setter
def a_quatf4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_nan)
data_view.set(value)
self.a_quatf4_array_nan_size = data_view.get_array_size()
@property
def a_quatf4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_ninf)
return data_view.get()
@a_quatf4_array_ninf.setter
def a_quatf4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_ninf)
data_view.set(value)
self.a_quatf4_array_ninf_size = data_view.get_array_size()
@property
def a_quatf4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_snan)
return data_view.get()
@a_quatf4_array_snan.setter
def a_quatf4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_snan)
data_view.set(value)
self.a_quatf4_array_snan_size = data_view.get_array_size()
@property
def a_quatf4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_inf)
return data_view.get()
@a_quatf4_inf.setter
def a_quatf4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_inf)
data_view.set(value)
@property
def a_quatf4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_nan)
return data_view.get()
@a_quatf4_nan.setter
def a_quatf4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_nan)
data_view.set(value)
@property
def a_quatf4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_ninf)
return data_view.get()
@a_quatf4_ninf.setter
def a_quatf4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_ninf)
data_view.set(value)
@property
def a_quatf4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_snan)
return data_view.get()
@a_quatf4_snan.setter
def a_quatf4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quatf4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_snan)
data_view.set(value)
@property
def a_quath4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_inf)
return data_view.get()
@a_quath4_array_inf.setter
def a_quath4_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_inf)
data_view.set(value)
self.a_quath4_array_inf_size = data_view.get_array_size()
@property
def a_quath4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_nan)
return data_view.get()
@a_quath4_array_nan.setter
def a_quath4_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_nan)
data_view.set(value)
self.a_quath4_array_nan_size = data_view.get_array_size()
@property
def a_quath4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_ninf)
return data_view.get()
@a_quath4_array_ninf.setter
def a_quath4_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_ninf)
data_view.set(value)
self.a_quath4_array_ninf_size = data_view.get_array_size()
@property
def a_quath4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_snan)
return data_view.get()
@a_quath4_array_snan.setter
def a_quath4_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_snan)
data_view.set(value)
self.a_quath4_array_snan_size = data_view.get_array_size()
@property
def a_quath4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_inf)
return data_view.get()
@a_quath4_inf.setter
def a_quath4_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_inf)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_inf)
data_view.set(value)
@property
def a_quath4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_nan)
return data_view.get()
@a_quath4_nan.setter
def a_quath4_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_nan)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_nan)
data_view.set(value)
@property
def a_quath4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_ninf)
return data_view.get()
@a_quath4_ninf.setter
def a_quath4_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_ninf)
data_view.set(value)
@property
def a_quath4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_snan)
return data_view.get()
@a_quath4_snan.setter
def a_quath4_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_quath4_snan)
data_view = og.AttributeValueHelper(self._attributes.a_quath4_snan)
data_view.set(value)
@property
def a_texcoordd2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_inf)
return data_view.get()
@a_texcoordd2_array_inf.setter
def a_texcoordd2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_inf)
data_view.set(value)
self.a_texcoordd2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordd2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_nan)
return data_view.get()
@a_texcoordd2_array_nan.setter
def a_texcoordd2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_nan)
data_view.set(value)
self.a_texcoordd2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordd2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_ninf)
return data_view.get()
@a_texcoordd2_array_ninf.setter
def a_texcoordd2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_ninf)
data_view.set(value)
self.a_texcoordd2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordd2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_snan)
return data_view.get()
@a_texcoordd2_array_snan.setter
def a_texcoordd2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_snan)
data_view.set(value)
self.a_texcoordd2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordd2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_inf)
return data_view.get()
@a_texcoordd2_inf.setter
def a_texcoordd2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_inf)
data_view.set(value)
@property
def a_texcoordd2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_nan)
return data_view.get()
@a_texcoordd2_nan.setter
def a_texcoordd2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_nan)
data_view.set(value)
@property
def a_texcoordd2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_ninf)
return data_view.get()
@a_texcoordd2_ninf.setter
def a_texcoordd2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_ninf)
data_view.set(value)
@property
def a_texcoordd2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_snan)
return data_view.get()
@a_texcoordd2_snan.setter
def a_texcoordd2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_snan)
data_view.set(value)
@property
def a_texcoordd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_inf)
return data_view.get()
@a_texcoordd3_array_inf.setter
def a_texcoordd3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_inf)
data_view.set(value)
self.a_texcoordd3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_nan)
return data_view.get()
@a_texcoordd3_array_nan.setter
def a_texcoordd3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_nan)
data_view.set(value)
self.a_texcoordd3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_ninf)
return data_view.get()
@a_texcoordd3_array_ninf.setter
def a_texcoordd3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_ninf)
data_view.set(value)
self.a_texcoordd3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_snan)
return data_view.get()
@a_texcoordd3_array_snan.setter
def a_texcoordd3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_snan)
data_view.set(value)
self.a_texcoordd3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_inf)
return data_view.get()
@a_texcoordd3_inf.setter
def a_texcoordd3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_inf)
data_view.set(value)
@property
def a_texcoordd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_nan)
return data_view.get()
@a_texcoordd3_nan.setter
def a_texcoordd3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_nan)
data_view.set(value)
@property
def a_texcoordd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_ninf)
return data_view.get()
@a_texcoordd3_ninf.setter
def a_texcoordd3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_ninf)
data_view.set(value)
@property
def a_texcoordd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_snan)
return data_view.get()
@a_texcoordd3_snan.setter
def a_texcoordd3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordd3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_snan)
data_view.set(value)
@property
def a_texcoordf2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_inf)
return data_view.get()
@a_texcoordf2_array_inf.setter
def a_texcoordf2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_inf)
data_view.set(value)
self.a_texcoordf2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordf2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_nan)
return data_view.get()
@a_texcoordf2_array_nan.setter
def a_texcoordf2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_nan)
data_view.set(value)
self.a_texcoordf2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordf2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_ninf)
return data_view.get()
@a_texcoordf2_array_ninf.setter
def a_texcoordf2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_ninf)
data_view.set(value)
self.a_texcoordf2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordf2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_snan)
return data_view.get()
@a_texcoordf2_array_snan.setter
def a_texcoordf2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_snan)
data_view.set(value)
self.a_texcoordf2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordf2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_inf)
return data_view.get()
@a_texcoordf2_inf.setter
def a_texcoordf2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_inf)
data_view.set(value)
@property
def a_texcoordf2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_nan)
return data_view.get()
@a_texcoordf2_nan.setter
def a_texcoordf2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_nan)
data_view.set(value)
@property
def a_texcoordf2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_ninf)
return data_view.get()
@a_texcoordf2_ninf.setter
def a_texcoordf2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_ninf)
data_view.set(value)
@property
def a_texcoordf2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_snan)
return data_view.get()
@a_texcoordf2_snan.setter
def a_texcoordf2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_snan)
data_view.set(value)
@property
def a_texcoordf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_inf)
return data_view.get()
@a_texcoordf3_array_inf.setter
def a_texcoordf3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_inf)
data_view.set(value)
self.a_texcoordf3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_nan)
return data_view.get()
@a_texcoordf3_array_nan.setter
def a_texcoordf3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_nan)
data_view.set(value)
self.a_texcoordf3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_ninf)
return data_view.get()
@a_texcoordf3_array_ninf.setter
def a_texcoordf3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_ninf)
data_view.set(value)
self.a_texcoordf3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_snan)
return data_view.get()
@a_texcoordf3_array_snan.setter
def a_texcoordf3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_snan)
data_view.set(value)
self.a_texcoordf3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_inf)
return data_view.get()
@a_texcoordf3_inf.setter
def a_texcoordf3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_inf)
data_view.set(value)
@property
def a_texcoordf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_nan)
return data_view.get()
@a_texcoordf3_nan.setter
def a_texcoordf3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_nan)
data_view.set(value)
@property
def a_texcoordf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_ninf)
return data_view.get()
@a_texcoordf3_ninf.setter
def a_texcoordf3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_ninf)
data_view.set(value)
@property
def a_texcoordf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_snan)
return data_view.get()
@a_texcoordf3_snan.setter
def a_texcoordf3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordf3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_snan)
data_view.set(value)
@property
def a_texcoordh2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_inf)
return data_view.get()
@a_texcoordh2_array_inf.setter
def a_texcoordh2_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_inf)
data_view.set(value)
self.a_texcoordh2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordh2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_nan)
return data_view.get()
@a_texcoordh2_array_nan.setter
def a_texcoordh2_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_nan)
data_view.set(value)
self.a_texcoordh2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordh2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_ninf)
return data_view.get()
@a_texcoordh2_array_ninf.setter
def a_texcoordh2_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_ninf)
data_view.set(value)
self.a_texcoordh2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordh2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_snan)
return data_view.get()
@a_texcoordh2_array_snan.setter
def a_texcoordh2_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_snan)
data_view.set(value)
self.a_texcoordh2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordh2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_inf)
return data_view.get()
@a_texcoordh2_inf.setter
def a_texcoordh2_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_inf)
data_view.set(value)
@property
def a_texcoordh2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_nan)
return data_view.get()
@a_texcoordh2_nan.setter
def a_texcoordh2_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_nan)
data_view.set(value)
@property
def a_texcoordh2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_ninf)
return data_view.get()
@a_texcoordh2_ninf.setter
def a_texcoordh2_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_ninf)
data_view.set(value)
@property
def a_texcoordh2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_snan)
return data_view.get()
@a_texcoordh2_snan.setter
def a_texcoordh2_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh2_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_snan)
data_view.set(value)
@property
def a_texcoordh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_inf)
return data_view.get()
@a_texcoordh3_array_inf.setter
def a_texcoordh3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_inf)
data_view.set(value)
self.a_texcoordh3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_nan)
return data_view.get()
@a_texcoordh3_array_nan.setter
def a_texcoordh3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_nan)
data_view.set(value)
self.a_texcoordh3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_ninf)
return data_view.get()
@a_texcoordh3_array_ninf.setter
def a_texcoordh3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_ninf)
data_view.set(value)
self.a_texcoordh3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_snan)
return data_view.get()
@a_texcoordh3_array_snan.setter
def a_texcoordh3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_snan)
data_view.set(value)
self.a_texcoordh3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_inf)
return data_view.get()
@a_texcoordh3_inf.setter
def a_texcoordh3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_inf)
data_view.set(value)
@property
def a_texcoordh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_nan)
return data_view.get()
@a_texcoordh3_nan.setter
def a_texcoordh3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_nan)
data_view.set(value)
@property
def a_texcoordh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_ninf)
return data_view.get()
@a_texcoordh3_ninf.setter
def a_texcoordh3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_ninf)
data_view.set(value)
@property
def a_texcoordh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_snan)
return data_view.get()
@a_texcoordh3_snan.setter
def a_texcoordh3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_texcoordh3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_snan)
data_view.set(value)
@property
def a_timecode_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_inf)
return data_view.get()
@a_timecode_array_inf.setter
def a_timecode_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_inf)
data_view.set(value)
self.a_timecode_array_inf_size = data_view.get_array_size()
@property
def a_timecode_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_nan)
return data_view.get()
@a_timecode_array_nan.setter
def a_timecode_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_nan)
data_view.set(value)
self.a_timecode_array_nan_size = data_view.get_array_size()
@property
def a_timecode_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_ninf)
return data_view.get()
@a_timecode_array_ninf.setter
def a_timecode_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_ninf)
data_view.set(value)
self.a_timecode_array_ninf_size = data_view.get_array_size()
@property
def a_timecode_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_snan)
return data_view.get()
@a_timecode_array_snan.setter
def a_timecode_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_snan)
data_view.set(value)
self.a_timecode_array_snan_size = data_view.get_array_size()
@property
def a_timecode_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_inf)
return data_view.get()
@a_timecode_inf.setter
def a_timecode_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_inf)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_inf)
data_view.set(value)
@property
def a_timecode_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_nan)
return data_view.get()
@a_timecode_nan.setter
def a_timecode_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_nan)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_nan)
data_view.set(value)
@property
def a_timecode_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_ninf)
return data_view.get()
@a_timecode_ninf.setter
def a_timecode_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_ninf)
data_view.set(value)
@property
def a_timecode_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_snan)
return data_view.get()
@a_timecode_snan.setter
def a_timecode_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_timecode_snan)
data_view = og.AttributeValueHelper(self._attributes.a_timecode_snan)
data_view.set(value)
@property
def a_vectord3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_inf)
return data_view.get()
@a_vectord3_array_inf.setter
def a_vectord3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_inf)
data_view.set(value)
self.a_vectord3_array_inf_size = data_view.get_array_size()
@property
def a_vectord3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_nan)
return data_view.get()
@a_vectord3_array_nan.setter
def a_vectord3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_nan)
data_view.set(value)
self.a_vectord3_array_nan_size = data_view.get_array_size()
@property
def a_vectord3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_ninf)
return data_view.get()
@a_vectord3_array_ninf.setter
def a_vectord3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_ninf)
data_view.set(value)
self.a_vectord3_array_ninf_size = data_view.get_array_size()
@property
def a_vectord3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_snan)
return data_view.get()
@a_vectord3_array_snan.setter
def a_vectord3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_snan)
data_view.set(value)
self.a_vectord3_array_snan_size = data_view.get_array_size()
@property
def a_vectord3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_inf)
return data_view.get()
@a_vectord3_inf.setter
def a_vectord3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_inf)
data_view.set(value)
@property
def a_vectord3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_nan)
return data_view.get()
@a_vectord3_nan.setter
def a_vectord3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_nan)
data_view.set(value)
@property
def a_vectord3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_ninf)
return data_view.get()
@a_vectord3_ninf.setter
def a_vectord3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_ninf)
data_view.set(value)
@property
def a_vectord3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_snan)
return data_view.get()
@a_vectord3_snan.setter
def a_vectord3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectord3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_snan)
data_view.set(value)
@property
def a_vectorf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_inf)
return data_view.get()
@a_vectorf3_array_inf.setter
def a_vectorf3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_inf)
data_view.set(value)
self.a_vectorf3_array_inf_size = data_view.get_array_size()
@property
def a_vectorf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_nan)
return data_view.get()
@a_vectorf3_array_nan.setter
def a_vectorf3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_nan)
data_view.set(value)
self.a_vectorf3_array_nan_size = data_view.get_array_size()
@property
def a_vectorf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_ninf)
return data_view.get()
@a_vectorf3_array_ninf.setter
def a_vectorf3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_ninf)
data_view.set(value)
self.a_vectorf3_array_ninf_size = data_view.get_array_size()
@property
def a_vectorf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_snan)
return data_view.get()
@a_vectorf3_array_snan.setter
def a_vectorf3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_snan)
data_view.set(value)
self.a_vectorf3_array_snan_size = data_view.get_array_size()
@property
def a_vectorf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_inf)
return data_view.get()
@a_vectorf3_inf.setter
def a_vectorf3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_inf)
data_view.set(value)
@property
def a_vectorf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_nan)
return data_view.get()
@a_vectorf3_nan.setter
def a_vectorf3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_nan)
data_view.set(value)
@property
def a_vectorf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_ninf)
return data_view.get()
@a_vectorf3_ninf.setter
def a_vectorf3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_ninf)
data_view.set(value)
@property
def a_vectorf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_snan)
return data_view.get()
@a_vectorf3_snan.setter
def a_vectorf3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorf3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_snan)
data_view.set(value)
@property
def a_vectorh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_inf)
return data_view.get()
@a_vectorh3_array_inf.setter
def a_vectorh3_array_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_array_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_inf)
data_view.set(value)
self.a_vectorh3_array_inf_size = data_view.get_array_size()
@property
def a_vectorh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_nan)
return data_view.get()
@a_vectorh3_array_nan.setter
def a_vectorh3_array_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_array_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_nan)
data_view.set(value)
self.a_vectorh3_array_nan_size = data_view.get_array_size()
@property
def a_vectorh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_ninf)
return data_view.get()
@a_vectorh3_array_ninf.setter
def a_vectorh3_array_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_array_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_ninf)
data_view.set(value)
self.a_vectorh3_array_ninf_size = data_view.get_array_size()
@property
def a_vectorh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_snan)
return data_view.get()
@a_vectorh3_array_snan.setter
def a_vectorh3_array_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_array_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_snan)
data_view.set(value)
self.a_vectorh3_array_snan_size = data_view.get_array_size()
@property
def a_vectorh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_inf)
return data_view.get()
@a_vectorh3_inf.setter
def a_vectorh3_inf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_inf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_inf)
data_view.set(value)
@property
def a_vectorh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_nan)
return data_view.get()
@a_vectorh3_nan.setter
def a_vectorh3_nan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_nan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_nan)
data_view.set(value)
@property
def a_vectorh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_ninf)
return data_view.get()
@a_vectorh3_ninf.setter
def a_vectorh3_ninf(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_ninf)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_ninf)
data_view.set(value)
@property
def a_vectorh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_snan)
return data_view.get()
@a_vectorh3_snan.setter
def a_vectorh3_snan(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.a_vectorh3_snan)
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_snan)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.a_colord3_array_inf_size = None
self.a_colord3_array_nan_size = None
self.a_colord3_array_ninf_size = None
self.a_colord3_array_snan_size = None
self.a_colord4_array_inf_size = None
self.a_colord4_array_nan_size = None
self.a_colord4_array_ninf_size = None
self.a_colord4_array_snan_size = None
self.a_colorf3_array_inf_size = None
self.a_colorf3_array_nan_size = None
self.a_colorf3_array_ninf_size = None
self.a_colorf3_array_snan_size = None
self.a_colorf4_array_inf_size = None
self.a_colorf4_array_nan_size = None
self.a_colorf4_array_ninf_size = None
self.a_colorf4_array_snan_size = None
self.a_colorh3_array_inf_size = None
self.a_colorh3_array_nan_size = None
self.a_colorh3_array_ninf_size = None
self.a_colorh3_array_snan_size = None
self.a_colorh4_array_inf_size = None
self.a_colorh4_array_nan_size = None
self.a_colorh4_array_ninf_size = None
self.a_colorh4_array_snan_size = None
self.a_double2_array_inf_size = None
self.a_double2_array_nan_size = None
self.a_double2_array_ninf_size = None
self.a_double2_array_snan_size = None
self.a_double3_array_inf_size = None
self.a_double3_array_nan_size = None
self.a_double3_array_ninf_size = None
self.a_double3_array_snan_size = None
self.a_double4_array_inf_size = None
self.a_double4_array_nan_size = None
self.a_double4_array_ninf_size = None
self.a_double4_array_snan_size = None
self.a_double_array_inf_size = None
self.a_double_array_nan_size = None
self.a_double_array_ninf_size = None
self.a_double_array_snan_size = None
self.a_float2_array_inf_size = None
self.a_float2_array_nan_size = None
self.a_float2_array_ninf_size = None
self.a_float2_array_snan_size = None
self.a_float3_array_inf_size = None
self.a_float3_array_nan_size = None
self.a_float3_array_ninf_size = None
self.a_float3_array_snan_size = None
self.a_float4_array_inf_size = None
self.a_float4_array_nan_size = None
self.a_float4_array_ninf_size = None
self.a_float4_array_snan_size = None
self.a_float_array_inf_size = None
self.a_float_array_nan_size = None
self.a_float_array_ninf_size = None
self.a_float_array_snan_size = None
self.a_frame4_array_inf_size = None
self.a_frame4_array_nan_size = None
self.a_frame4_array_ninf_size = None
self.a_frame4_array_snan_size = None
self.a_half2_array_inf_size = None
self.a_half2_array_nan_size = None
self.a_half2_array_ninf_size = None
self.a_half2_array_snan_size = None
self.a_half3_array_inf_size = None
self.a_half3_array_nan_size = None
self.a_half3_array_ninf_size = None
self.a_half3_array_snan_size = None
self.a_half4_array_inf_size = None
self.a_half4_array_nan_size = None
self.a_half4_array_ninf_size = None
self.a_half4_array_snan_size = None
self.a_half_array_inf_size = None
self.a_half_array_nan_size = None
self.a_half_array_ninf_size = None
self.a_half_array_snan_size = None
self.a_matrixd2_array_inf_size = None
self.a_matrixd2_array_nan_size = None
self.a_matrixd2_array_ninf_size = None
self.a_matrixd2_array_snan_size = None
self.a_matrixd3_array_inf_size = None
self.a_matrixd3_array_nan_size = None
self.a_matrixd3_array_ninf_size = None
self.a_matrixd3_array_snan_size = None
self.a_matrixd4_array_inf_size = None
self.a_matrixd4_array_nan_size = None
self.a_matrixd4_array_ninf_size = None
self.a_matrixd4_array_snan_size = None
self.a_normald3_array_inf_size = None
self.a_normald3_array_nan_size = None
self.a_normald3_array_ninf_size = None
self.a_normald3_array_snan_size = None
self.a_normalf3_array_inf_size = None
self.a_normalf3_array_nan_size = None
self.a_normalf3_array_ninf_size = None
self.a_normalf3_array_snan_size = None
self.a_normalh3_array_inf_size = None
self.a_normalh3_array_nan_size = None
self.a_normalh3_array_ninf_size = None
self.a_normalh3_array_snan_size = None
self.a_pointd3_array_inf_size = None
self.a_pointd3_array_nan_size = None
self.a_pointd3_array_ninf_size = None
self.a_pointd3_array_snan_size = None
self.a_pointf3_array_inf_size = None
self.a_pointf3_array_nan_size = None
self.a_pointf3_array_ninf_size = None
self.a_pointf3_array_snan_size = None
self.a_pointh3_array_inf_size = None
self.a_pointh3_array_nan_size = None
self.a_pointh3_array_ninf_size = None
self.a_pointh3_array_snan_size = None
self.a_quatd4_array_inf_size = None
self.a_quatd4_array_nan_size = None
self.a_quatd4_array_ninf_size = None
self.a_quatd4_array_snan_size = None
self.a_quatf4_array_inf_size = None
self.a_quatf4_array_nan_size = None
self.a_quatf4_array_ninf_size = None
self.a_quatf4_array_snan_size = None
self.a_quath4_array_inf_size = None
self.a_quath4_array_nan_size = None
self.a_quath4_array_ninf_size = None
self.a_quath4_array_snan_size = None
self.a_texcoordd2_array_inf_size = None
self.a_texcoordd2_array_nan_size = None
self.a_texcoordd2_array_ninf_size = None
self.a_texcoordd2_array_snan_size = None
self.a_texcoordd3_array_inf_size = None
self.a_texcoordd3_array_nan_size = None
self.a_texcoordd3_array_ninf_size = None
self.a_texcoordd3_array_snan_size = None
self.a_texcoordf2_array_inf_size = None
self.a_texcoordf2_array_nan_size = None
self.a_texcoordf2_array_ninf_size = None
self.a_texcoordf2_array_snan_size = None
self.a_texcoordf3_array_inf_size = None
self.a_texcoordf3_array_nan_size = None
self.a_texcoordf3_array_ninf_size = None
self.a_texcoordf3_array_snan_size = None
self.a_texcoordh2_array_inf_size = None
self.a_texcoordh2_array_nan_size = None
self.a_texcoordh2_array_ninf_size = None
self.a_texcoordh2_array_snan_size = None
self.a_texcoordh3_array_inf_size = None
self.a_texcoordh3_array_nan_size = None
self.a_texcoordh3_array_ninf_size = None
self.a_texcoordh3_array_snan_size = None
self.a_timecode_array_inf_size = None
self.a_timecode_array_nan_size = None
self.a_timecode_array_ninf_size = None
self.a_timecode_array_snan_size = None
self.a_vectord3_array_inf_size = None
self.a_vectord3_array_nan_size = None
self.a_vectord3_array_ninf_size = None
self.a_vectord3_array_snan_size = None
self.a_vectorf3_array_inf_size = None
self.a_vectorf3_array_nan_size = None
self.a_vectorf3_array_ninf_size = None
self.a_vectorf3_array_snan_size = None
self.a_vectorh3_array_inf_size = None
self.a_vectorh3_array_nan_size = None
self.a_vectorh3_array_ninf_size = None
self.a_vectorh3_array_snan_size = None
self._batchedWriteValues = { }
@property
def a_colord3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_inf)
return data_view.get(reserved_element_count=self.a_colord3_array_inf_size)
@a_colord3_array_inf.setter
def a_colord3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_inf)
data_view.set(value)
self.a_colord3_array_inf_size = data_view.get_array_size()
@property
def a_colord3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_nan)
return data_view.get(reserved_element_count=self.a_colord3_array_nan_size)
@a_colord3_array_nan.setter
def a_colord3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_nan)
data_view.set(value)
self.a_colord3_array_nan_size = data_view.get_array_size()
@property
def a_colord3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_ninf)
return data_view.get(reserved_element_count=self.a_colord3_array_ninf_size)
@a_colord3_array_ninf.setter
def a_colord3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_ninf)
data_view.set(value)
self.a_colord3_array_ninf_size = data_view.get_array_size()
@property
def a_colord3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_snan)
return data_view.get(reserved_element_count=self.a_colord3_array_snan_size)
@a_colord3_array_snan.setter
def a_colord3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_array_snan)
data_view.set(value)
self.a_colord3_array_snan_size = data_view.get_array_size()
@property
def a_colord3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_inf)
return data_view.get()
@a_colord3_inf.setter
def a_colord3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_inf)
data_view.set(value)
@property
def a_colord3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_nan)
return data_view.get()
@a_colord3_nan.setter
def a_colord3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_nan)
data_view.set(value)
@property
def a_colord3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_ninf)
return data_view.get()
@a_colord3_ninf.setter
def a_colord3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_ninf)
data_view.set(value)
@property
def a_colord3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_snan)
return data_view.get()
@a_colord3_snan.setter
def a_colord3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord3_snan)
data_view.set(value)
@property
def a_colord4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_inf)
return data_view.get(reserved_element_count=self.a_colord4_array_inf_size)
@a_colord4_array_inf.setter
def a_colord4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_inf)
data_view.set(value)
self.a_colord4_array_inf_size = data_view.get_array_size()
@property
def a_colord4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_nan)
return data_view.get(reserved_element_count=self.a_colord4_array_nan_size)
@a_colord4_array_nan.setter
def a_colord4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_nan)
data_view.set(value)
self.a_colord4_array_nan_size = data_view.get_array_size()
@property
def a_colord4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_ninf)
return data_view.get(reserved_element_count=self.a_colord4_array_ninf_size)
@a_colord4_array_ninf.setter
def a_colord4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_ninf)
data_view.set(value)
self.a_colord4_array_ninf_size = data_view.get_array_size()
@property
def a_colord4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_snan)
return data_view.get(reserved_element_count=self.a_colord4_array_snan_size)
@a_colord4_array_snan.setter
def a_colord4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_array_snan)
data_view.set(value)
self.a_colord4_array_snan_size = data_view.get_array_size()
@property
def a_colord4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_inf)
return data_view.get()
@a_colord4_inf.setter
def a_colord4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_inf)
data_view.set(value)
@property
def a_colord4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_nan)
return data_view.get()
@a_colord4_nan.setter
def a_colord4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_nan)
data_view.set(value)
@property
def a_colord4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_ninf)
return data_view.get()
@a_colord4_ninf.setter
def a_colord4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_ninf)
data_view.set(value)
@property
def a_colord4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_snan)
return data_view.get()
@a_colord4_snan.setter
def a_colord4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colord4_snan)
data_view.set(value)
@property
def a_colorf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_inf)
return data_view.get(reserved_element_count=self.a_colorf3_array_inf_size)
@a_colorf3_array_inf.setter
def a_colorf3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_inf)
data_view.set(value)
self.a_colorf3_array_inf_size = data_view.get_array_size()
@property
def a_colorf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_nan)
return data_view.get(reserved_element_count=self.a_colorf3_array_nan_size)
@a_colorf3_array_nan.setter
def a_colorf3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_nan)
data_view.set(value)
self.a_colorf3_array_nan_size = data_view.get_array_size()
@property
def a_colorf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_ninf)
return data_view.get(reserved_element_count=self.a_colorf3_array_ninf_size)
@a_colorf3_array_ninf.setter
def a_colorf3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_ninf)
data_view.set(value)
self.a_colorf3_array_ninf_size = data_view.get_array_size()
@property
def a_colorf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_snan)
return data_view.get(reserved_element_count=self.a_colorf3_array_snan_size)
@a_colorf3_array_snan.setter
def a_colorf3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_array_snan)
data_view.set(value)
self.a_colorf3_array_snan_size = data_view.get_array_size()
@property
def a_colorf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_inf)
return data_view.get()
@a_colorf3_inf.setter
def a_colorf3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_inf)
data_view.set(value)
@property
def a_colorf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_nan)
return data_view.get()
@a_colorf3_nan.setter
def a_colorf3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_nan)
data_view.set(value)
@property
def a_colorf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_ninf)
return data_view.get()
@a_colorf3_ninf.setter
def a_colorf3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_ninf)
data_view.set(value)
@property
def a_colorf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_snan)
return data_view.get()
@a_colorf3_snan.setter
def a_colorf3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf3_snan)
data_view.set(value)
@property
def a_colorf4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_inf)
return data_view.get(reserved_element_count=self.a_colorf4_array_inf_size)
@a_colorf4_array_inf.setter
def a_colorf4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_inf)
data_view.set(value)
self.a_colorf4_array_inf_size = data_view.get_array_size()
@property
def a_colorf4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_nan)
return data_view.get(reserved_element_count=self.a_colorf4_array_nan_size)
@a_colorf4_array_nan.setter
def a_colorf4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_nan)
data_view.set(value)
self.a_colorf4_array_nan_size = data_view.get_array_size()
@property
def a_colorf4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_ninf)
return data_view.get(reserved_element_count=self.a_colorf4_array_ninf_size)
@a_colorf4_array_ninf.setter
def a_colorf4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_ninf)
data_view.set(value)
self.a_colorf4_array_ninf_size = data_view.get_array_size()
@property
def a_colorf4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_snan)
return data_view.get(reserved_element_count=self.a_colorf4_array_snan_size)
@a_colorf4_array_snan.setter
def a_colorf4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_array_snan)
data_view.set(value)
self.a_colorf4_array_snan_size = data_view.get_array_size()
@property
def a_colorf4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_inf)
return data_view.get()
@a_colorf4_inf.setter
def a_colorf4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_inf)
data_view.set(value)
@property
def a_colorf4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_nan)
return data_view.get()
@a_colorf4_nan.setter
def a_colorf4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_nan)
data_view.set(value)
@property
def a_colorf4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_ninf)
return data_view.get()
@a_colorf4_ninf.setter
def a_colorf4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_ninf)
data_view.set(value)
@property
def a_colorf4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_snan)
return data_view.get()
@a_colorf4_snan.setter
def a_colorf4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorf4_snan)
data_view.set(value)
@property
def a_colorh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_inf)
return data_view.get(reserved_element_count=self.a_colorh3_array_inf_size)
@a_colorh3_array_inf.setter
def a_colorh3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_inf)
data_view.set(value)
self.a_colorh3_array_inf_size = data_view.get_array_size()
@property
def a_colorh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_nan)
return data_view.get(reserved_element_count=self.a_colorh3_array_nan_size)
@a_colorh3_array_nan.setter
def a_colorh3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_nan)
data_view.set(value)
self.a_colorh3_array_nan_size = data_view.get_array_size()
@property
def a_colorh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_ninf)
return data_view.get(reserved_element_count=self.a_colorh3_array_ninf_size)
@a_colorh3_array_ninf.setter
def a_colorh3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_ninf)
data_view.set(value)
self.a_colorh3_array_ninf_size = data_view.get_array_size()
@property
def a_colorh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_snan)
return data_view.get(reserved_element_count=self.a_colorh3_array_snan_size)
@a_colorh3_array_snan.setter
def a_colorh3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_array_snan)
data_view.set(value)
self.a_colorh3_array_snan_size = data_view.get_array_size()
@property
def a_colorh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_inf)
return data_view.get()
@a_colorh3_inf.setter
def a_colorh3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_inf)
data_view.set(value)
@property
def a_colorh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_nan)
return data_view.get()
@a_colorh3_nan.setter
def a_colorh3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_nan)
data_view.set(value)
@property
def a_colorh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_ninf)
return data_view.get()
@a_colorh3_ninf.setter
def a_colorh3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_ninf)
data_view.set(value)
@property
def a_colorh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_snan)
return data_view.get()
@a_colorh3_snan.setter
def a_colorh3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh3_snan)
data_view.set(value)
@property
def a_colorh4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_inf)
return data_view.get(reserved_element_count=self.a_colorh4_array_inf_size)
@a_colorh4_array_inf.setter
def a_colorh4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_inf)
data_view.set(value)
self.a_colorh4_array_inf_size = data_view.get_array_size()
@property
def a_colorh4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_nan)
return data_view.get(reserved_element_count=self.a_colorh4_array_nan_size)
@a_colorh4_array_nan.setter
def a_colorh4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_nan)
data_view.set(value)
self.a_colorh4_array_nan_size = data_view.get_array_size()
@property
def a_colorh4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_ninf)
return data_view.get(reserved_element_count=self.a_colorh4_array_ninf_size)
@a_colorh4_array_ninf.setter
def a_colorh4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_ninf)
data_view.set(value)
self.a_colorh4_array_ninf_size = data_view.get_array_size()
@property
def a_colorh4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_snan)
return data_view.get(reserved_element_count=self.a_colorh4_array_snan_size)
@a_colorh4_array_snan.setter
def a_colorh4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_array_snan)
data_view.set(value)
self.a_colorh4_array_snan_size = data_view.get_array_size()
@property
def a_colorh4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_inf)
return data_view.get()
@a_colorh4_inf.setter
def a_colorh4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_inf)
data_view.set(value)
@property
def a_colorh4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_nan)
return data_view.get()
@a_colorh4_nan.setter
def a_colorh4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_nan)
data_view.set(value)
@property
def a_colorh4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_ninf)
return data_view.get()
@a_colorh4_ninf.setter
def a_colorh4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_ninf)
data_view.set(value)
@property
def a_colorh4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_snan)
return data_view.get()
@a_colorh4_snan.setter
def a_colorh4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_colorh4_snan)
data_view.set(value)
@property
def a_double2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_inf)
return data_view.get(reserved_element_count=self.a_double2_array_inf_size)
@a_double2_array_inf.setter
def a_double2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_inf)
data_view.set(value)
self.a_double2_array_inf_size = data_view.get_array_size()
@property
def a_double2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_nan)
return data_view.get(reserved_element_count=self.a_double2_array_nan_size)
@a_double2_array_nan.setter
def a_double2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_nan)
data_view.set(value)
self.a_double2_array_nan_size = data_view.get_array_size()
@property
def a_double2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_ninf)
return data_view.get(reserved_element_count=self.a_double2_array_ninf_size)
@a_double2_array_ninf.setter
def a_double2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_ninf)
data_view.set(value)
self.a_double2_array_ninf_size = data_view.get_array_size()
@property
def a_double2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_snan)
return data_view.get(reserved_element_count=self.a_double2_array_snan_size)
@a_double2_array_snan.setter
def a_double2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_array_snan)
data_view.set(value)
self.a_double2_array_snan_size = data_view.get_array_size()
@property
def a_double2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_inf)
return data_view.get()
@a_double2_inf.setter
def a_double2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_inf)
data_view.set(value)
@property
def a_double2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_nan)
return data_view.get()
@a_double2_nan.setter
def a_double2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_nan)
data_view.set(value)
@property
def a_double2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_ninf)
return data_view.get()
@a_double2_ninf.setter
def a_double2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_ninf)
data_view.set(value)
@property
def a_double2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double2_snan)
return data_view.get()
@a_double2_snan.setter
def a_double2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double2_snan)
data_view.set(value)
@property
def a_double3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_inf)
return data_view.get(reserved_element_count=self.a_double3_array_inf_size)
@a_double3_array_inf.setter
def a_double3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_inf)
data_view.set(value)
self.a_double3_array_inf_size = data_view.get_array_size()
@property
def a_double3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_nan)
return data_view.get(reserved_element_count=self.a_double3_array_nan_size)
@a_double3_array_nan.setter
def a_double3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_nan)
data_view.set(value)
self.a_double3_array_nan_size = data_view.get_array_size()
@property
def a_double3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_ninf)
return data_view.get(reserved_element_count=self.a_double3_array_ninf_size)
@a_double3_array_ninf.setter
def a_double3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_ninf)
data_view.set(value)
self.a_double3_array_ninf_size = data_view.get_array_size()
@property
def a_double3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_snan)
return data_view.get(reserved_element_count=self.a_double3_array_snan_size)
@a_double3_array_snan.setter
def a_double3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_array_snan)
data_view.set(value)
self.a_double3_array_snan_size = data_view.get_array_size()
@property
def a_double3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_inf)
return data_view.get()
@a_double3_inf.setter
def a_double3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_inf)
data_view.set(value)
@property
def a_double3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_nan)
return data_view.get()
@a_double3_nan.setter
def a_double3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_nan)
data_view.set(value)
@property
def a_double3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_ninf)
return data_view.get()
@a_double3_ninf.setter
def a_double3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_ninf)
data_view.set(value)
@property
def a_double3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double3_snan)
return data_view.get()
@a_double3_snan.setter
def a_double3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double3_snan)
data_view.set(value)
@property
def a_double4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_inf)
return data_view.get(reserved_element_count=self.a_double4_array_inf_size)
@a_double4_array_inf.setter
def a_double4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_inf)
data_view.set(value)
self.a_double4_array_inf_size = data_view.get_array_size()
@property
def a_double4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_nan)
return data_view.get(reserved_element_count=self.a_double4_array_nan_size)
@a_double4_array_nan.setter
def a_double4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_nan)
data_view.set(value)
self.a_double4_array_nan_size = data_view.get_array_size()
@property
def a_double4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_ninf)
return data_view.get(reserved_element_count=self.a_double4_array_ninf_size)
@a_double4_array_ninf.setter
def a_double4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_ninf)
data_view.set(value)
self.a_double4_array_ninf_size = data_view.get_array_size()
@property
def a_double4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_snan)
return data_view.get(reserved_element_count=self.a_double4_array_snan_size)
@a_double4_array_snan.setter
def a_double4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_array_snan)
data_view.set(value)
self.a_double4_array_snan_size = data_view.get_array_size()
@property
def a_double4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_inf)
return data_view.get()
@a_double4_inf.setter
def a_double4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_inf)
data_view.set(value)
@property
def a_double4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_nan)
return data_view.get()
@a_double4_nan.setter
def a_double4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_nan)
data_view.set(value)
@property
def a_double4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_ninf)
return data_view.get()
@a_double4_ninf.setter
def a_double4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_ninf)
data_view.set(value)
@property
def a_double4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double4_snan)
return data_view.get()
@a_double4_snan.setter
def a_double4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double4_snan)
data_view.set(value)
@property
def a_double_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_inf)
return data_view.get(reserved_element_count=self.a_double_array_inf_size)
@a_double_array_inf.setter
def a_double_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_inf)
data_view.set(value)
self.a_double_array_inf_size = data_view.get_array_size()
@property
def a_double_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_nan)
return data_view.get(reserved_element_count=self.a_double_array_nan_size)
@a_double_array_nan.setter
def a_double_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_nan)
data_view.set(value)
self.a_double_array_nan_size = data_view.get_array_size()
@property
def a_double_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_ninf)
return data_view.get(reserved_element_count=self.a_double_array_ninf_size)
@a_double_array_ninf.setter
def a_double_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_ninf)
data_view.set(value)
self.a_double_array_ninf_size = data_view.get_array_size()
@property
def a_double_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_snan)
return data_view.get(reserved_element_count=self.a_double_array_snan_size)
@a_double_array_snan.setter
def a_double_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_array_snan)
data_view.set(value)
self.a_double_array_snan_size = data_view.get_array_size()
@property
def a_double_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_inf)
return data_view.get()
@a_double_inf.setter
def a_double_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_inf)
data_view.set(value)
@property
def a_double_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_nan)
return data_view.get()
@a_double_nan.setter
def a_double_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_nan)
data_view.set(value)
@property
def a_double_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_ninf)
return data_view.get()
@a_double_ninf.setter
def a_double_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_ninf)
data_view.set(value)
@property
def a_double_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_double_snan)
return data_view.get()
@a_double_snan.setter
def a_double_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_double_snan)
data_view.set(value)
@property
def a_float2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_inf)
return data_view.get(reserved_element_count=self.a_float2_array_inf_size)
@a_float2_array_inf.setter
def a_float2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_inf)
data_view.set(value)
self.a_float2_array_inf_size = data_view.get_array_size()
@property
def a_float2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_nan)
return data_view.get(reserved_element_count=self.a_float2_array_nan_size)
@a_float2_array_nan.setter
def a_float2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_nan)
data_view.set(value)
self.a_float2_array_nan_size = data_view.get_array_size()
@property
def a_float2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_ninf)
return data_view.get(reserved_element_count=self.a_float2_array_ninf_size)
@a_float2_array_ninf.setter
def a_float2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_ninf)
data_view.set(value)
self.a_float2_array_ninf_size = data_view.get_array_size()
@property
def a_float2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_snan)
return data_view.get(reserved_element_count=self.a_float2_array_snan_size)
@a_float2_array_snan.setter
def a_float2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_array_snan)
data_view.set(value)
self.a_float2_array_snan_size = data_view.get_array_size()
@property
def a_float2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_inf)
return data_view.get()
@a_float2_inf.setter
def a_float2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_inf)
data_view.set(value)
@property
def a_float2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_nan)
return data_view.get()
@a_float2_nan.setter
def a_float2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_nan)
data_view.set(value)
@property
def a_float2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_ninf)
return data_view.get()
@a_float2_ninf.setter
def a_float2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_ninf)
data_view.set(value)
@property
def a_float2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float2_snan)
return data_view.get()
@a_float2_snan.setter
def a_float2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float2_snan)
data_view.set(value)
@property
def a_float3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_inf)
return data_view.get(reserved_element_count=self.a_float3_array_inf_size)
@a_float3_array_inf.setter
def a_float3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_inf)
data_view.set(value)
self.a_float3_array_inf_size = data_view.get_array_size()
@property
def a_float3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_nan)
return data_view.get(reserved_element_count=self.a_float3_array_nan_size)
@a_float3_array_nan.setter
def a_float3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_nan)
data_view.set(value)
self.a_float3_array_nan_size = data_view.get_array_size()
@property
def a_float3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_ninf)
return data_view.get(reserved_element_count=self.a_float3_array_ninf_size)
@a_float3_array_ninf.setter
def a_float3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_ninf)
data_view.set(value)
self.a_float3_array_ninf_size = data_view.get_array_size()
@property
def a_float3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_snan)
return data_view.get(reserved_element_count=self.a_float3_array_snan_size)
@a_float3_array_snan.setter
def a_float3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_array_snan)
data_view.set(value)
self.a_float3_array_snan_size = data_view.get_array_size()
@property
def a_float3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_inf)
return data_view.get()
@a_float3_inf.setter
def a_float3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_inf)
data_view.set(value)
@property
def a_float3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_nan)
return data_view.get()
@a_float3_nan.setter
def a_float3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_nan)
data_view.set(value)
@property
def a_float3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_ninf)
return data_view.get()
@a_float3_ninf.setter
def a_float3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_ninf)
data_view.set(value)
@property
def a_float3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float3_snan)
return data_view.get()
@a_float3_snan.setter
def a_float3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float3_snan)
data_view.set(value)
@property
def a_float4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_inf)
return data_view.get(reserved_element_count=self.a_float4_array_inf_size)
@a_float4_array_inf.setter
def a_float4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_inf)
data_view.set(value)
self.a_float4_array_inf_size = data_view.get_array_size()
@property
def a_float4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_nan)
return data_view.get(reserved_element_count=self.a_float4_array_nan_size)
@a_float4_array_nan.setter
def a_float4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_nan)
data_view.set(value)
self.a_float4_array_nan_size = data_view.get_array_size()
@property
def a_float4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_ninf)
return data_view.get(reserved_element_count=self.a_float4_array_ninf_size)
@a_float4_array_ninf.setter
def a_float4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_ninf)
data_view.set(value)
self.a_float4_array_ninf_size = data_view.get_array_size()
@property
def a_float4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_snan)
return data_view.get(reserved_element_count=self.a_float4_array_snan_size)
@a_float4_array_snan.setter
def a_float4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_array_snan)
data_view.set(value)
self.a_float4_array_snan_size = data_view.get_array_size()
@property
def a_float4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_inf)
return data_view.get()
@a_float4_inf.setter
def a_float4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_inf)
data_view.set(value)
@property
def a_float4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_nan)
return data_view.get()
@a_float4_nan.setter
def a_float4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_nan)
data_view.set(value)
@property
def a_float4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_ninf)
return data_view.get()
@a_float4_ninf.setter
def a_float4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_ninf)
data_view.set(value)
@property
def a_float4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float4_snan)
return data_view.get()
@a_float4_snan.setter
def a_float4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float4_snan)
data_view.set(value)
@property
def a_float_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_inf)
return data_view.get(reserved_element_count=self.a_float_array_inf_size)
@a_float_array_inf.setter
def a_float_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_inf)
data_view.set(value)
self.a_float_array_inf_size = data_view.get_array_size()
@property
def a_float_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_nan)
return data_view.get(reserved_element_count=self.a_float_array_nan_size)
@a_float_array_nan.setter
def a_float_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_nan)
data_view.set(value)
self.a_float_array_nan_size = data_view.get_array_size()
@property
def a_float_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_ninf)
return data_view.get(reserved_element_count=self.a_float_array_ninf_size)
@a_float_array_ninf.setter
def a_float_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_ninf)
data_view.set(value)
self.a_float_array_ninf_size = data_view.get_array_size()
@property
def a_float_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_snan)
return data_view.get(reserved_element_count=self.a_float_array_snan_size)
@a_float_array_snan.setter
def a_float_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_array_snan)
data_view.set(value)
self.a_float_array_snan_size = data_view.get_array_size()
@property
def a_float_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_inf)
return data_view.get()
@a_float_inf.setter
def a_float_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_inf)
data_view.set(value)
@property
def a_float_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_nan)
return data_view.get()
@a_float_nan.setter
def a_float_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_nan)
data_view.set(value)
@property
def a_float_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_ninf)
return data_view.get()
@a_float_ninf.setter
def a_float_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_ninf)
data_view.set(value)
@property
def a_float_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_float_snan)
return data_view.get()
@a_float_snan.setter
def a_float_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_float_snan)
data_view.set(value)
@property
def a_frame4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_inf)
return data_view.get(reserved_element_count=self.a_frame4_array_inf_size)
@a_frame4_array_inf.setter
def a_frame4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_inf)
data_view.set(value)
self.a_frame4_array_inf_size = data_view.get_array_size()
@property
def a_frame4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_nan)
return data_view.get(reserved_element_count=self.a_frame4_array_nan_size)
@a_frame4_array_nan.setter
def a_frame4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_nan)
data_view.set(value)
self.a_frame4_array_nan_size = data_view.get_array_size()
@property
def a_frame4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_ninf)
return data_view.get(reserved_element_count=self.a_frame4_array_ninf_size)
@a_frame4_array_ninf.setter
def a_frame4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_ninf)
data_view.set(value)
self.a_frame4_array_ninf_size = data_view.get_array_size()
@property
def a_frame4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_snan)
return data_view.get(reserved_element_count=self.a_frame4_array_snan_size)
@a_frame4_array_snan.setter
def a_frame4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_array_snan)
data_view.set(value)
self.a_frame4_array_snan_size = data_view.get_array_size()
@property
def a_frame4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_inf)
return data_view.get()
@a_frame4_inf.setter
def a_frame4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_inf)
data_view.set(value)
@property
def a_frame4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_nan)
return data_view.get()
@a_frame4_nan.setter
def a_frame4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_nan)
data_view.set(value)
@property
def a_frame4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_ninf)
return data_view.get()
@a_frame4_ninf.setter
def a_frame4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_ninf)
data_view.set(value)
@property
def a_frame4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_snan)
return data_view.get()
@a_frame4_snan.setter
def a_frame4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_frame4_snan)
data_view.set(value)
@property
def a_half2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_inf)
return data_view.get(reserved_element_count=self.a_half2_array_inf_size)
@a_half2_array_inf.setter
def a_half2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_inf)
data_view.set(value)
self.a_half2_array_inf_size = data_view.get_array_size()
@property
def a_half2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_nan)
return data_view.get(reserved_element_count=self.a_half2_array_nan_size)
@a_half2_array_nan.setter
def a_half2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_nan)
data_view.set(value)
self.a_half2_array_nan_size = data_view.get_array_size()
@property
def a_half2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_ninf)
return data_view.get(reserved_element_count=self.a_half2_array_ninf_size)
@a_half2_array_ninf.setter
def a_half2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_ninf)
data_view.set(value)
self.a_half2_array_ninf_size = data_view.get_array_size()
@property
def a_half2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_snan)
return data_view.get(reserved_element_count=self.a_half2_array_snan_size)
@a_half2_array_snan.setter
def a_half2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_array_snan)
data_view.set(value)
self.a_half2_array_snan_size = data_view.get_array_size()
@property
def a_half2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_inf)
return data_view.get()
@a_half2_inf.setter
def a_half2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_inf)
data_view.set(value)
@property
def a_half2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_nan)
return data_view.get()
@a_half2_nan.setter
def a_half2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_nan)
data_view.set(value)
@property
def a_half2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_ninf)
return data_view.get()
@a_half2_ninf.setter
def a_half2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_ninf)
data_view.set(value)
@property
def a_half2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half2_snan)
return data_view.get()
@a_half2_snan.setter
def a_half2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half2_snan)
data_view.set(value)
@property
def a_half3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_inf)
return data_view.get(reserved_element_count=self.a_half3_array_inf_size)
@a_half3_array_inf.setter
def a_half3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_inf)
data_view.set(value)
self.a_half3_array_inf_size = data_view.get_array_size()
@property
def a_half3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_nan)
return data_view.get(reserved_element_count=self.a_half3_array_nan_size)
@a_half3_array_nan.setter
def a_half3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_nan)
data_view.set(value)
self.a_half3_array_nan_size = data_view.get_array_size()
@property
def a_half3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_ninf)
return data_view.get(reserved_element_count=self.a_half3_array_ninf_size)
@a_half3_array_ninf.setter
def a_half3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_ninf)
data_view.set(value)
self.a_half3_array_ninf_size = data_view.get_array_size()
@property
def a_half3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_snan)
return data_view.get(reserved_element_count=self.a_half3_array_snan_size)
@a_half3_array_snan.setter
def a_half3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_array_snan)
data_view.set(value)
self.a_half3_array_snan_size = data_view.get_array_size()
@property
def a_half3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_inf)
return data_view.get()
@a_half3_inf.setter
def a_half3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_inf)
data_view.set(value)
@property
def a_half3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_nan)
return data_view.get()
@a_half3_nan.setter
def a_half3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_nan)
data_view.set(value)
@property
def a_half3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_ninf)
return data_view.get()
@a_half3_ninf.setter
def a_half3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_ninf)
data_view.set(value)
@property
def a_half3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half3_snan)
return data_view.get()
@a_half3_snan.setter
def a_half3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half3_snan)
data_view.set(value)
@property
def a_half4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_inf)
return data_view.get(reserved_element_count=self.a_half4_array_inf_size)
@a_half4_array_inf.setter
def a_half4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_inf)
data_view.set(value)
self.a_half4_array_inf_size = data_view.get_array_size()
@property
def a_half4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_nan)
return data_view.get(reserved_element_count=self.a_half4_array_nan_size)
@a_half4_array_nan.setter
def a_half4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_nan)
data_view.set(value)
self.a_half4_array_nan_size = data_view.get_array_size()
@property
def a_half4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_ninf)
return data_view.get(reserved_element_count=self.a_half4_array_ninf_size)
@a_half4_array_ninf.setter
def a_half4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_ninf)
data_view.set(value)
self.a_half4_array_ninf_size = data_view.get_array_size()
@property
def a_half4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_snan)
return data_view.get(reserved_element_count=self.a_half4_array_snan_size)
@a_half4_array_snan.setter
def a_half4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_array_snan)
data_view.set(value)
self.a_half4_array_snan_size = data_view.get_array_size()
@property
def a_half4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_inf)
return data_view.get()
@a_half4_inf.setter
def a_half4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_inf)
data_view.set(value)
@property
def a_half4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_nan)
return data_view.get()
@a_half4_nan.setter
def a_half4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_nan)
data_view.set(value)
@property
def a_half4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_ninf)
return data_view.get()
@a_half4_ninf.setter
def a_half4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_ninf)
data_view.set(value)
@property
def a_half4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half4_snan)
return data_view.get()
@a_half4_snan.setter
def a_half4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half4_snan)
data_view.set(value)
@property
def a_half_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_inf)
return data_view.get(reserved_element_count=self.a_half_array_inf_size)
@a_half_array_inf.setter
def a_half_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_inf)
data_view.set(value)
self.a_half_array_inf_size = data_view.get_array_size()
@property
def a_half_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_nan)
return data_view.get(reserved_element_count=self.a_half_array_nan_size)
@a_half_array_nan.setter
def a_half_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_nan)
data_view.set(value)
self.a_half_array_nan_size = data_view.get_array_size()
@property
def a_half_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_ninf)
return data_view.get(reserved_element_count=self.a_half_array_ninf_size)
@a_half_array_ninf.setter
def a_half_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_ninf)
data_view.set(value)
self.a_half_array_ninf_size = data_view.get_array_size()
@property
def a_half_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_snan)
return data_view.get(reserved_element_count=self.a_half_array_snan_size)
@a_half_array_snan.setter
def a_half_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_array_snan)
data_view.set(value)
self.a_half_array_snan_size = data_view.get_array_size()
@property
def a_half_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_inf)
return data_view.get()
@a_half_inf.setter
def a_half_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_inf)
data_view.set(value)
@property
def a_half_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_nan)
return data_view.get()
@a_half_nan.setter
def a_half_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_nan)
data_view.set(value)
@property
def a_half_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_ninf)
return data_view.get()
@a_half_ninf.setter
def a_half_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_ninf)
data_view.set(value)
@property
def a_half_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_half_snan)
return data_view.get()
@a_half_snan.setter
def a_half_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_half_snan)
data_view.set(value)
@property
def a_matrixd2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_inf)
return data_view.get(reserved_element_count=self.a_matrixd2_array_inf_size)
@a_matrixd2_array_inf.setter
def a_matrixd2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_inf)
data_view.set(value)
self.a_matrixd2_array_inf_size = data_view.get_array_size()
@property
def a_matrixd2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_nan)
return data_view.get(reserved_element_count=self.a_matrixd2_array_nan_size)
@a_matrixd2_array_nan.setter
def a_matrixd2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_nan)
data_view.set(value)
self.a_matrixd2_array_nan_size = data_view.get_array_size()
@property
def a_matrixd2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_ninf)
return data_view.get(reserved_element_count=self.a_matrixd2_array_ninf_size)
@a_matrixd2_array_ninf.setter
def a_matrixd2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_ninf)
data_view.set(value)
self.a_matrixd2_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_snan)
return data_view.get(reserved_element_count=self.a_matrixd2_array_snan_size)
@a_matrixd2_array_snan.setter
def a_matrixd2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_array_snan)
data_view.set(value)
self.a_matrixd2_array_snan_size = data_view.get_array_size()
@property
def a_matrixd2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_inf)
return data_view.get()
@a_matrixd2_inf.setter
def a_matrixd2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_inf)
data_view.set(value)
@property
def a_matrixd2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_nan)
return data_view.get()
@a_matrixd2_nan.setter
def a_matrixd2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_nan)
data_view.set(value)
@property
def a_matrixd2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_ninf)
return data_view.get()
@a_matrixd2_ninf.setter
def a_matrixd2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_ninf)
data_view.set(value)
@property
def a_matrixd2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_snan)
return data_view.get()
@a_matrixd2_snan.setter
def a_matrixd2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd2_snan)
data_view.set(value)
@property
def a_matrixd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_inf)
return data_view.get(reserved_element_count=self.a_matrixd3_array_inf_size)
@a_matrixd3_array_inf.setter
def a_matrixd3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_inf)
data_view.set(value)
self.a_matrixd3_array_inf_size = data_view.get_array_size()
@property
def a_matrixd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_nan)
return data_view.get(reserved_element_count=self.a_matrixd3_array_nan_size)
@a_matrixd3_array_nan.setter
def a_matrixd3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_nan)
data_view.set(value)
self.a_matrixd3_array_nan_size = data_view.get_array_size()
@property
def a_matrixd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_ninf)
return data_view.get(reserved_element_count=self.a_matrixd3_array_ninf_size)
@a_matrixd3_array_ninf.setter
def a_matrixd3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_ninf)
data_view.set(value)
self.a_matrixd3_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_snan)
return data_view.get(reserved_element_count=self.a_matrixd3_array_snan_size)
@a_matrixd3_array_snan.setter
def a_matrixd3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_array_snan)
data_view.set(value)
self.a_matrixd3_array_snan_size = data_view.get_array_size()
@property
def a_matrixd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_inf)
return data_view.get()
@a_matrixd3_inf.setter
def a_matrixd3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_inf)
data_view.set(value)
@property
def a_matrixd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_nan)
return data_view.get()
@a_matrixd3_nan.setter
def a_matrixd3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_nan)
data_view.set(value)
@property
def a_matrixd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_ninf)
return data_view.get()
@a_matrixd3_ninf.setter
def a_matrixd3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_ninf)
data_view.set(value)
@property
def a_matrixd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_snan)
return data_view.get()
@a_matrixd3_snan.setter
def a_matrixd3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd3_snan)
data_view.set(value)
@property
def a_matrixd4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_inf)
return data_view.get(reserved_element_count=self.a_matrixd4_array_inf_size)
@a_matrixd4_array_inf.setter
def a_matrixd4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_inf)
data_view.set(value)
self.a_matrixd4_array_inf_size = data_view.get_array_size()
@property
def a_matrixd4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_nan)
return data_view.get(reserved_element_count=self.a_matrixd4_array_nan_size)
@a_matrixd4_array_nan.setter
def a_matrixd4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_nan)
data_view.set(value)
self.a_matrixd4_array_nan_size = data_view.get_array_size()
@property
def a_matrixd4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_ninf)
return data_view.get(reserved_element_count=self.a_matrixd4_array_ninf_size)
@a_matrixd4_array_ninf.setter
def a_matrixd4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_ninf)
data_view.set(value)
self.a_matrixd4_array_ninf_size = data_view.get_array_size()
@property
def a_matrixd4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_snan)
return data_view.get(reserved_element_count=self.a_matrixd4_array_snan_size)
@a_matrixd4_array_snan.setter
def a_matrixd4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_array_snan)
data_view.set(value)
self.a_matrixd4_array_snan_size = data_view.get_array_size()
@property
def a_matrixd4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_inf)
return data_view.get()
@a_matrixd4_inf.setter
def a_matrixd4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_inf)
data_view.set(value)
@property
def a_matrixd4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_nan)
return data_view.get()
@a_matrixd4_nan.setter
def a_matrixd4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_nan)
data_view.set(value)
@property
def a_matrixd4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_ninf)
return data_view.get()
@a_matrixd4_ninf.setter
def a_matrixd4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_ninf)
data_view.set(value)
@property
def a_matrixd4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_snan)
return data_view.get()
@a_matrixd4_snan.setter
def a_matrixd4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_matrixd4_snan)
data_view.set(value)
@property
def a_normald3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_inf)
return data_view.get(reserved_element_count=self.a_normald3_array_inf_size)
@a_normald3_array_inf.setter
def a_normald3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_inf)
data_view.set(value)
self.a_normald3_array_inf_size = data_view.get_array_size()
@property
def a_normald3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_nan)
return data_view.get(reserved_element_count=self.a_normald3_array_nan_size)
@a_normald3_array_nan.setter
def a_normald3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_nan)
data_view.set(value)
self.a_normald3_array_nan_size = data_view.get_array_size()
@property
def a_normald3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_ninf)
return data_view.get(reserved_element_count=self.a_normald3_array_ninf_size)
@a_normald3_array_ninf.setter
def a_normald3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_ninf)
data_view.set(value)
self.a_normald3_array_ninf_size = data_view.get_array_size()
@property
def a_normald3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_snan)
return data_view.get(reserved_element_count=self.a_normald3_array_snan_size)
@a_normald3_array_snan.setter
def a_normald3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_array_snan)
data_view.set(value)
self.a_normald3_array_snan_size = data_view.get_array_size()
@property
def a_normald3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_inf)
return data_view.get()
@a_normald3_inf.setter
def a_normald3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_inf)
data_view.set(value)
@property
def a_normald3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_nan)
return data_view.get()
@a_normald3_nan.setter
def a_normald3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_nan)
data_view.set(value)
@property
def a_normald3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_ninf)
return data_view.get()
@a_normald3_ninf.setter
def a_normald3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_ninf)
data_view.set(value)
@property
def a_normald3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_snan)
return data_view.get()
@a_normald3_snan.setter
def a_normald3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normald3_snan)
data_view.set(value)
@property
def a_normalf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_inf)
return data_view.get(reserved_element_count=self.a_normalf3_array_inf_size)
@a_normalf3_array_inf.setter
def a_normalf3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_inf)
data_view.set(value)
self.a_normalf3_array_inf_size = data_view.get_array_size()
@property
def a_normalf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_nan)
return data_view.get(reserved_element_count=self.a_normalf3_array_nan_size)
@a_normalf3_array_nan.setter
def a_normalf3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_nan)
data_view.set(value)
self.a_normalf3_array_nan_size = data_view.get_array_size()
@property
def a_normalf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_ninf)
return data_view.get(reserved_element_count=self.a_normalf3_array_ninf_size)
@a_normalf3_array_ninf.setter
def a_normalf3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_ninf)
data_view.set(value)
self.a_normalf3_array_ninf_size = data_view.get_array_size()
@property
def a_normalf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_snan)
return data_view.get(reserved_element_count=self.a_normalf3_array_snan_size)
@a_normalf3_array_snan.setter
def a_normalf3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_array_snan)
data_view.set(value)
self.a_normalf3_array_snan_size = data_view.get_array_size()
@property
def a_normalf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_inf)
return data_view.get()
@a_normalf3_inf.setter
def a_normalf3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_inf)
data_view.set(value)
@property
def a_normalf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_nan)
return data_view.get()
@a_normalf3_nan.setter
def a_normalf3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_nan)
data_view.set(value)
@property
def a_normalf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_ninf)
return data_view.get()
@a_normalf3_ninf.setter
def a_normalf3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_ninf)
data_view.set(value)
@property
def a_normalf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_snan)
return data_view.get()
@a_normalf3_snan.setter
def a_normalf3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalf3_snan)
data_view.set(value)
@property
def a_normalh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_inf)
return data_view.get(reserved_element_count=self.a_normalh3_array_inf_size)
@a_normalh3_array_inf.setter
def a_normalh3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_inf)
data_view.set(value)
self.a_normalh3_array_inf_size = data_view.get_array_size()
@property
def a_normalh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_nan)
return data_view.get(reserved_element_count=self.a_normalh3_array_nan_size)
@a_normalh3_array_nan.setter
def a_normalh3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_nan)
data_view.set(value)
self.a_normalh3_array_nan_size = data_view.get_array_size()
@property
def a_normalh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_ninf)
return data_view.get(reserved_element_count=self.a_normalh3_array_ninf_size)
@a_normalh3_array_ninf.setter
def a_normalh3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_ninf)
data_view.set(value)
self.a_normalh3_array_ninf_size = data_view.get_array_size()
@property
def a_normalh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_snan)
return data_view.get(reserved_element_count=self.a_normalh3_array_snan_size)
@a_normalh3_array_snan.setter
def a_normalh3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_array_snan)
data_view.set(value)
self.a_normalh3_array_snan_size = data_view.get_array_size()
@property
def a_normalh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_inf)
return data_view.get()
@a_normalh3_inf.setter
def a_normalh3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_inf)
data_view.set(value)
@property
def a_normalh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_nan)
return data_view.get()
@a_normalh3_nan.setter
def a_normalh3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_nan)
data_view.set(value)
@property
def a_normalh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_ninf)
return data_view.get()
@a_normalh3_ninf.setter
def a_normalh3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_ninf)
data_view.set(value)
@property
def a_normalh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_snan)
return data_view.get()
@a_normalh3_snan.setter
def a_normalh3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_normalh3_snan)
data_view.set(value)
@property
def a_pointd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_inf)
return data_view.get(reserved_element_count=self.a_pointd3_array_inf_size)
@a_pointd3_array_inf.setter
def a_pointd3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_inf)
data_view.set(value)
self.a_pointd3_array_inf_size = data_view.get_array_size()
@property
def a_pointd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_nan)
return data_view.get(reserved_element_count=self.a_pointd3_array_nan_size)
@a_pointd3_array_nan.setter
def a_pointd3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_nan)
data_view.set(value)
self.a_pointd3_array_nan_size = data_view.get_array_size()
@property
def a_pointd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_ninf)
return data_view.get(reserved_element_count=self.a_pointd3_array_ninf_size)
@a_pointd3_array_ninf.setter
def a_pointd3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_ninf)
data_view.set(value)
self.a_pointd3_array_ninf_size = data_view.get_array_size()
@property
def a_pointd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_snan)
return data_view.get(reserved_element_count=self.a_pointd3_array_snan_size)
@a_pointd3_array_snan.setter
def a_pointd3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_array_snan)
data_view.set(value)
self.a_pointd3_array_snan_size = data_view.get_array_size()
@property
def a_pointd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_inf)
return data_view.get()
@a_pointd3_inf.setter
def a_pointd3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_inf)
data_view.set(value)
@property
def a_pointd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_nan)
return data_view.get()
@a_pointd3_nan.setter
def a_pointd3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_nan)
data_view.set(value)
@property
def a_pointd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_ninf)
return data_view.get()
@a_pointd3_ninf.setter
def a_pointd3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_ninf)
data_view.set(value)
@property
def a_pointd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_snan)
return data_view.get()
@a_pointd3_snan.setter
def a_pointd3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointd3_snan)
data_view.set(value)
@property
def a_pointf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_inf)
return data_view.get(reserved_element_count=self.a_pointf3_array_inf_size)
@a_pointf3_array_inf.setter
def a_pointf3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_inf)
data_view.set(value)
self.a_pointf3_array_inf_size = data_view.get_array_size()
@property
def a_pointf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_nan)
return data_view.get(reserved_element_count=self.a_pointf3_array_nan_size)
@a_pointf3_array_nan.setter
def a_pointf3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_nan)
data_view.set(value)
self.a_pointf3_array_nan_size = data_view.get_array_size()
@property
def a_pointf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_ninf)
return data_view.get(reserved_element_count=self.a_pointf3_array_ninf_size)
@a_pointf3_array_ninf.setter
def a_pointf3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_ninf)
data_view.set(value)
self.a_pointf3_array_ninf_size = data_view.get_array_size()
@property
def a_pointf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_snan)
return data_view.get(reserved_element_count=self.a_pointf3_array_snan_size)
@a_pointf3_array_snan.setter
def a_pointf3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_array_snan)
data_view.set(value)
self.a_pointf3_array_snan_size = data_view.get_array_size()
@property
def a_pointf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_inf)
return data_view.get()
@a_pointf3_inf.setter
def a_pointf3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_inf)
data_view.set(value)
@property
def a_pointf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_nan)
return data_view.get()
@a_pointf3_nan.setter
def a_pointf3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_nan)
data_view.set(value)
@property
def a_pointf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_ninf)
return data_view.get()
@a_pointf3_ninf.setter
def a_pointf3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_ninf)
data_view.set(value)
@property
def a_pointf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_snan)
return data_view.get()
@a_pointf3_snan.setter
def a_pointf3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointf3_snan)
data_view.set(value)
@property
def a_pointh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_inf)
return data_view.get(reserved_element_count=self.a_pointh3_array_inf_size)
@a_pointh3_array_inf.setter
def a_pointh3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_inf)
data_view.set(value)
self.a_pointh3_array_inf_size = data_view.get_array_size()
@property
def a_pointh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_nan)
return data_view.get(reserved_element_count=self.a_pointh3_array_nan_size)
@a_pointh3_array_nan.setter
def a_pointh3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_nan)
data_view.set(value)
self.a_pointh3_array_nan_size = data_view.get_array_size()
@property
def a_pointh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_ninf)
return data_view.get(reserved_element_count=self.a_pointh3_array_ninf_size)
@a_pointh3_array_ninf.setter
def a_pointh3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_ninf)
data_view.set(value)
self.a_pointh3_array_ninf_size = data_view.get_array_size()
@property
def a_pointh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_snan)
return data_view.get(reserved_element_count=self.a_pointh3_array_snan_size)
@a_pointh3_array_snan.setter
def a_pointh3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_array_snan)
data_view.set(value)
self.a_pointh3_array_snan_size = data_view.get_array_size()
@property
def a_pointh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_inf)
return data_view.get()
@a_pointh3_inf.setter
def a_pointh3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_inf)
data_view.set(value)
@property
def a_pointh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_nan)
return data_view.get()
@a_pointh3_nan.setter
def a_pointh3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_nan)
data_view.set(value)
@property
def a_pointh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_ninf)
return data_view.get()
@a_pointh3_ninf.setter
def a_pointh3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_ninf)
data_view.set(value)
@property
def a_pointh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_snan)
return data_view.get()
@a_pointh3_snan.setter
def a_pointh3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_pointh3_snan)
data_view.set(value)
@property
def a_quatd4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_inf)
return data_view.get(reserved_element_count=self.a_quatd4_array_inf_size)
@a_quatd4_array_inf.setter
def a_quatd4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_inf)
data_view.set(value)
self.a_quatd4_array_inf_size = data_view.get_array_size()
@property
def a_quatd4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_nan)
return data_view.get(reserved_element_count=self.a_quatd4_array_nan_size)
@a_quatd4_array_nan.setter
def a_quatd4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_nan)
data_view.set(value)
self.a_quatd4_array_nan_size = data_view.get_array_size()
@property
def a_quatd4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_ninf)
return data_view.get(reserved_element_count=self.a_quatd4_array_ninf_size)
@a_quatd4_array_ninf.setter
def a_quatd4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_ninf)
data_view.set(value)
self.a_quatd4_array_ninf_size = data_view.get_array_size()
@property
def a_quatd4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_snan)
return data_view.get(reserved_element_count=self.a_quatd4_array_snan_size)
@a_quatd4_array_snan.setter
def a_quatd4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_array_snan)
data_view.set(value)
self.a_quatd4_array_snan_size = data_view.get_array_size()
@property
def a_quatd4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_inf)
return data_view.get()
@a_quatd4_inf.setter
def a_quatd4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_inf)
data_view.set(value)
@property
def a_quatd4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_nan)
return data_view.get()
@a_quatd4_nan.setter
def a_quatd4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_nan)
data_view.set(value)
@property
def a_quatd4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_ninf)
return data_view.get()
@a_quatd4_ninf.setter
def a_quatd4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_ninf)
data_view.set(value)
@property
def a_quatd4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_snan)
return data_view.get()
@a_quatd4_snan.setter
def a_quatd4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatd4_snan)
data_view.set(value)
@property
def a_quatf4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_inf)
return data_view.get(reserved_element_count=self.a_quatf4_array_inf_size)
@a_quatf4_array_inf.setter
def a_quatf4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_inf)
data_view.set(value)
self.a_quatf4_array_inf_size = data_view.get_array_size()
@property
def a_quatf4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_nan)
return data_view.get(reserved_element_count=self.a_quatf4_array_nan_size)
@a_quatf4_array_nan.setter
def a_quatf4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_nan)
data_view.set(value)
self.a_quatf4_array_nan_size = data_view.get_array_size()
@property
def a_quatf4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_ninf)
return data_view.get(reserved_element_count=self.a_quatf4_array_ninf_size)
@a_quatf4_array_ninf.setter
def a_quatf4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_ninf)
data_view.set(value)
self.a_quatf4_array_ninf_size = data_view.get_array_size()
@property
def a_quatf4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_snan)
return data_view.get(reserved_element_count=self.a_quatf4_array_snan_size)
@a_quatf4_array_snan.setter
def a_quatf4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_array_snan)
data_view.set(value)
self.a_quatf4_array_snan_size = data_view.get_array_size()
@property
def a_quatf4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_inf)
return data_view.get()
@a_quatf4_inf.setter
def a_quatf4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_inf)
data_view.set(value)
@property
def a_quatf4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_nan)
return data_view.get()
@a_quatf4_nan.setter
def a_quatf4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_nan)
data_view.set(value)
@property
def a_quatf4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_ninf)
return data_view.get()
@a_quatf4_ninf.setter
def a_quatf4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_ninf)
data_view.set(value)
@property
def a_quatf4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_snan)
return data_view.get()
@a_quatf4_snan.setter
def a_quatf4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quatf4_snan)
data_view.set(value)
@property
def a_quath4_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_inf)
return data_view.get(reserved_element_count=self.a_quath4_array_inf_size)
@a_quath4_array_inf.setter
def a_quath4_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_inf)
data_view.set(value)
self.a_quath4_array_inf_size = data_view.get_array_size()
@property
def a_quath4_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_nan)
return data_view.get(reserved_element_count=self.a_quath4_array_nan_size)
@a_quath4_array_nan.setter
def a_quath4_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_nan)
data_view.set(value)
self.a_quath4_array_nan_size = data_view.get_array_size()
@property
def a_quath4_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_ninf)
return data_view.get(reserved_element_count=self.a_quath4_array_ninf_size)
@a_quath4_array_ninf.setter
def a_quath4_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_ninf)
data_view.set(value)
self.a_quath4_array_ninf_size = data_view.get_array_size()
@property
def a_quath4_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_snan)
return data_view.get(reserved_element_count=self.a_quath4_array_snan_size)
@a_quath4_array_snan.setter
def a_quath4_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_array_snan)
data_view.set(value)
self.a_quath4_array_snan_size = data_view.get_array_size()
@property
def a_quath4_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_inf)
return data_view.get()
@a_quath4_inf.setter
def a_quath4_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_inf)
data_view.set(value)
@property
def a_quath4_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_nan)
return data_view.get()
@a_quath4_nan.setter
def a_quath4_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_nan)
data_view.set(value)
@property
def a_quath4_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_ninf)
return data_view.get()
@a_quath4_ninf.setter
def a_quath4_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_ninf)
data_view.set(value)
@property
def a_quath4_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_snan)
return data_view.get()
@a_quath4_snan.setter
def a_quath4_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_quath4_snan)
data_view.set(value)
@property
def a_texcoordd2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordd2_array_inf_size)
@a_texcoordd2_array_inf.setter
def a_texcoordd2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_inf)
data_view.set(value)
self.a_texcoordd2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordd2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordd2_array_nan_size)
@a_texcoordd2_array_nan.setter
def a_texcoordd2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_nan)
data_view.set(value)
self.a_texcoordd2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordd2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordd2_array_ninf_size)
@a_texcoordd2_array_ninf.setter
def a_texcoordd2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_ninf)
data_view.set(value)
self.a_texcoordd2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordd2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordd2_array_snan_size)
@a_texcoordd2_array_snan.setter
def a_texcoordd2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_array_snan)
data_view.set(value)
self.a_texcoordd2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordd2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_inf)
return data_view.get()
@a_texcoordd2_inf.setter
def a_texcoordd2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_inf)
data_view.set(value)
@property
def a_texcoordd2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_nan)
return data_view.get()
@a_texcoordd2_nan.setter
def a_texcoordd2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_nan)
data_view.set(value)
@property
def a_texcoordd2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_ninf)
return data_view.get()
@a_texcoordd2_ninf.setter
def a_texcoordd2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_ninf)
data_view.set(value)
@property
def a_texcoordd2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_snan)
return data_view.get()
@a_texcoordd2_snan.setter
def a_texcoordd2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd2_snan)
data_view.set(value)
@property
def a_texcoordd3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordd3_array_inf_size)
@a_texcoordd3_array_inf.setter
def a_texcoordd3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_inf)
data_view.set(value)
self.a_texcoordd3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordd3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordd3_array_nan_size)
@a_texcoordd3_array_nan.setter
def a_texcoordd3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_nan)
data_view.set(value)
self.a_texcoordd3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordd3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordd3_array_ninf_size)
@a_texcoordd3_array_ninf.setter
def a_texcoordd3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_ninf)
data_view.set(value)
self.a_texcoordd3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordd3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordd3_array_snan_size)
@a_texcoordd3_array_snan.setter
def a_texcoordd3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_array_snan)
data_view.set(value)
self.a_texcoordd3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordd3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_inf)
return data_view.get()
@a_texcoordd3_inf.setter
def a_texcoordd3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_inf)
data_view.set(value)
@property
def a_texcoordd3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_nan)
return data_view.get()
@a_texcoordd3_nan.setter
def a_texcoordd3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_nan)
data_view.set(value)
@property
def a_texcoordd3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_ninf)
return data_view.get()
@a_texcoordd3_ninf.setter
def a_texcoordd3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_ninf)
data_view.set(value)
@property
def a_texcoordd3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_snan)
return data_view.get()
@a_texcoordd3_snan.setter
def a_texcoordd3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordd3_snan)
data_view.set(value)
@property
def a_texcoordf2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordf2_array_inf_size)
@a_texcoordf2_array_inf.setter
def a_texcoordf2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_inf)
data_view.set(value)
self.a_texcoordf2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordf2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordf2_array_nan_size)
@a_texcoordf2_array_nan.setter
def a_texcoordf2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_nan)
data_view.set(value)
self.a_texcoordf2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordf2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordf2_array_ninf_size)
@a_texcoordf2_array_ninf.setter
def a_texcoordf2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_ninf)
data_view.set(value)
self.a_texcoordf2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordf2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordf2_array_snan_size)
@a_texcoordf2_array_snan.setter
def a_texcoordf2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_array_snan)
data_view.set(value)
self.a_texcoordf2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordf2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_inf)
return data_view.get()
@a_texcoordf2_inf.setter
def a_texcoordf2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_inf)
data_view.set(value)
@property
def a_texcoordf2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_nan)
return data_view.get()
@a_texcoordf2_nan.setter
def a_texcoordf2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_nan)
data_view.set(value)
@property
def a_texcoordf2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_ninf)
return data_view.get()
@a_texcoordf2_ninf.setter
def a_texcoordf2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_ninf)
data_view.set(value)
@property
def a_texcoordf2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_snan)
return data_view.get()
@a_texcoordf2_snan.setter
def a_texcoordf2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf2_snan)
data_view.set(value)
@property
def a_texcoordf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordf3_array_inf_size)
@a_texcoordf3_array_inf.setter
def a_texcoordf3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_inf)
data_view.set(value)
self.a_texcoordf3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordf3_array_nan_size)
@a_texcoordf3_array_nan.setter
def a_texcoordf3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_nan)
data_view.set(value)
self.a_texcoordf3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordf3_array_ninf_size)
@a_texcoordf3_array_ninf.setter
def a_texcoordf3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_ninf)
data_view.set(value)
self.a_texcoordf3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordf3_array_snan_size)
@a_texcoordf3_array_snan.setter
def a_texcoordf3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_array_snan)
data_view.set(value)
self.a_texcoordf3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_inf)
return data_view.get()
@a_texcoordf3_inf.setter
def a_texcoordf3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_inf)
data_view.set(value)
@property
def a_texcoordf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_nan)
return data_view.get()
@a_texcoordf3_nan.setter
def a_texcoordf3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_nan)
data_view.set(value)
@property
def a_texcoordf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_ninf)
return data_view.get()
@a_texcoordf3_ninf.setter
def a_texcoordf3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_ninf)
data_view.set(value)
@property
def a_texcoordf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_snan)
return data_view.get()
@a_texcoordf3_snan.setter
def a_texcoordf3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordf3_snan)
data_view.set(value)
@property
def a_texcoordh2_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordh2_array_inf_size)
@a_texcoordh2_array_inf.setter
def a_texcoordh2_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_inf)
data_view.set(value)
self.a_texcoordh2_array_inf_size = data_view.get_array_size()
@property
def a_texcoordh2_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordh2_array_nan_size)
@a_texcoordh2_array_nan.setter
def a_texcoordh2_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_nan)
data_view.set(value)
self.a_texcoordh2_array_nan_size = data_view.get_array_size()
@property
def a_texcoordh2_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordh2_array_ninf_size)
@a_texcoordh2_array_ninf.setter
def a_texcoordh2_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_ninf)
data_view.set(value)
self.a_texcoordh2_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordh2_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordh2_array_snan_size)
@a_texcoordh2_array_snan.setter
def a_texcoordh2_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_array_snan)
data_view.set(value)
self.a_texcoordh2_array_snan_size = data_view.get_array_size()
@property
def a_texcoordh2_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_inf)
return data_view.get()
@a_texcoordh2_inf.setter
def a_texcoordh2_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_inf)
data_view.set(value)
@property
def a_texcoordh2_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_nan)
return data_view.get()
@a_texcoordh2_nan.setter
def a_texcoordh2_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_nan)
data_view.set(value)
@property
def a_texcoordh2_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_ninf)
return data_view.get()
@a_texcoordh2_ninf.setter
def a_texcoordh2_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_ninf)
data_view.set(value)
@property
def a_texcoordh2_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_snan)
return data_view.get()
@a_texcoordh2_snan.setter
def a_texcoordh2_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh2_snan)
data_view.set(value)
@property
def a_texcoordh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_inf)
return data_view.get(reserved_element_count=self.a_texcoordh3_array_inf_size)
@a_texcoordh3_array_inf.setter
def a_texcoordh3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_inf)
data_view.set(value)
self.a_texcoordh3_array_inf_size = data_view.get_array_size()
@property
def a_texcoordh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_nan)
return data_view.get(reserved_element_count=self.a_texcoordh3_array_nan_size)
@a_texcoordh3_array_nan.setter
def a_texcoordh3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_nan)
data_view.set(value)
self.a_texcoordh3_array_nan_size = data_view.get_array_size()
@property
def a_texcoordh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_ninf)
return data_view.get(reserved_element_count=self.a_texcoordh3_array_ninf_size)
@a_texcoordh3_array_ninf.setter
def a_texcoordh3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_ninf)
data_view.set(value)
self.a_texcoordh3_array_ninf_size = data_view.get_array_size()
@property
def a_texcoordh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_snan)
return data_view.get(reserved_element_count=self.a_texcoordh3_array_snan_size)
@a_texcoordh3_array_snan.setter
def a_texcoordh3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_array_snan)
data_view.set(value)
self.a_texcoordh3_array_snan_size = data_view.get_array_size()
@property
def a_texcoordh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_inf)
return data_view.get()
@a_texcoordh3_inf.setter
def a_texcoordh3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_inf)
data_view.set(value)
@property
def a_texcoordh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_nan)
return data_view.get()
@a_texcoordh3_nan.setter
def a_texcoordh3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_nan)
data_view.set(value)
@property
def a_texcoordh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_ninf)
return data_view.get()
@a_texcoordh3_ninf.setter
def a_texcoordh3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_ninf)
data_view.set(value)
@property
def a_texcoordh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_snan)
return data_view.get()
@a_texcoordh3_snan.setter
def a_texcoordh3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_texcoordh3_snan)
data_view.set(value)
@property
def a_timecode_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_inf)
return data_view.get(reserved_element_count=self.a_timecode_array_inf_size)
@a_timecode_array_inf.setter
def a_timecode_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_inf)
data_view.set(value)
self.a_timecode_array_inf_size = data_view.get_array_size()
@property
def a_timecode_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_nan)
return data_view.get(reserved_element_count=self.a_timecode_array_nan_size)
@a_timecode_array_nan.setter
def a_timecode_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_nan)
data_view.set(value)
self.a_timecode_array_nan_size = data_view.get_array_size()
@property
def a_timecode_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_ninf)
return data_view.get(reserved_element_count=self.a_timecode_array_ninf_size)
@a_timecode_array_ninf.setter
def a_timecode_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_ninf)
data_view.set(value)
self.a_timecode_array_ninf_size = data_view.get_array_size()
@property
def a_timecode_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_snan)
return data_view.get(reserved_element_count=self.a_timecode_array_snan_size)
@a_timecode_array_snan.setter
def a_timecode_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_array_snan)
data_view.set(value)
self.a_timecode_array_snan_size = data_view.get_array_size()
@property
def a_timecode_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_inf)
return data_view.get()
@a_timecode_inf.setter
def a_timecode_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_inf)
data_view.set(value)
@property
def a_timecode_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_nan)
return data_view.get()
@a_timecode_nan.setter
def a_timecode_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_nan)
data_view.set(value)
@property
def a_timecode_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_ninf)
return data_view.get()
@a_timecode_ninf.setter
def a_timecode_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_ninf)
data_view.set(value)
@property
def a_timecode_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_snan)
return data_view.get()
@a_timecode_snan.setter
def a_timecode_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_timecode_snan)
data_view.set(value)
@property
def a_vectord3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_inf)
return data_view.get(reserved_element_count=self.a_vectord3_array_inf_size)
@a_vectord3_array_inf.setter
def a_vectord3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_inf)
data_view.set(value)
self.a_vectord3_array_inf_size = data_view.get_array_size()
@property
def a_vectord3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_nan)
return data_view.get(reserved_element_count=self.a_vectord3_array_nan_size)
@a_vectord3_array_nan.setter
def a_vectord3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_nan)
data_view.set(value)
self.a_vectord3_array_nan_size = data_view.get_array_size()
@property
def a_vectord3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_ninf)
return data_view.get(reserved_element_count=self.a_vectord3_array_ninf_size)
@a_vectord3_array_ninf.setter
def a_vectord3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_ninf)
data_view.set(value)
self.a_vectord3_array_ninf_size = data_view.get_array_size()
@property
def a_vectord3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_snan)
return data_view.get(reserved_element_count=self.a_vectord3_array_snan_size)
@a_vectord3_array_snan.setter
def a_vectord3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_array_snan)
data_view.set(value)
self.a_vectord3_array_snan_size = data_view.get_array_size()
@property
def a_vectord3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_inf)
return data_view.get()
@a_vectord3_inf.setter
def a_vectord3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_inf)
data_view.set(value)
@property
def a_vectord3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_nan)
return data_view.get()
@a_vectord3_nan.setter
def a_vectord3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_nan)
data_view.set(value)
@property
def a_vectord3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_ninf)
return data_view.get()
@a_vectord3_ninf.setter
def a_vectord3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_ninf)
data_view.set(value)
@property
def a_vectord3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_snan)
return data_view.get()
@a_vectord3_snan.setter
def a_vectord3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectord3_snan)
data_view.set(value)
@property
def a_vectorf3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_inf)
return data_view.get(reserved_element_count=self.a_vectorf3_array_inf_size)
@a_vectorf3_array_inf.setter
def a_vectorf3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_inf)
data_view.set(value)
self.a_vectorf3_array_inf_size = data_view.get_array_size()
@property
def a_vectorf3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_nan)
return data_view.get(reserved_element_count=self.a_vectorf3_array_nan_size)
@a_vectorf3_array_nan.setter
def a_vectorf3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_nan)
data_view.set(value)
self.a_vectorf3_array_nan_size = data_view.get_array_size()
@property
def a_vectorf3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_ninf)
return data_view.get(reserved_element_count=self.a_vectorf3_array_ninf_size)
@a_vectorf3_array_ninf.setter
def a_vectorf3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_ninf)
data_view.set(value)
self.a_vectorf3_array_ninf_size = data_view.get_array_size()
@property
def a_vectorf3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_snan)
return data_view.get(reserved_element_count=self.a_vectorf3_array_snan_size)
@a_vectorf3_array_snan.setter
def a_vectorf3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_array_snan)
data_view.set(value)
self.a_vectorf3_array_snan_size = data_view.get_array_size()
@property
def a_vectorf3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_inf)
return data_view.get()
@a_vectorf3_inf.setter
def a_vectorf3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_inf)
data_view.set(value)
@property
def a_vectorf3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_nan)
return data_view.get()
@a_vectorf3_nan.setter
def a_vectorf3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_nan)
data_view.set(value)
@property
def a_vectorf3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_ninf)
return data_view.get()
@a_vectorf3_ninf.setter
def a_vectorf3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_ninf)
data_view.set(value)
@property
def a_vectorf3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_snan)
return data_view.get()
@a_vectorf3_snan.setter
def a_vectorf3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorf3_snan)
data_view.set(value)
@property
def a_vectorh3_array_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_inf)
return data_view.get(reserved_element_count=self.a_vectorh3_array_inf_size)
@a_vectorh3_array_inf.setter
def a_vectorh3_array_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_inf)
data_view.set(value)
self.a_vectorh3_array_inf_size = data_view.get_array_size()
@property
def a_vectorh3_array_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_nan)
return data_view.get(reserved_element_count=self.a_vectorh3_array_nan_size)
@a_vectorh3_array_nan.setter
def a_vectorh3_array_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_nan)
data_view.set(value)
self.a_vectorh3_array_nan_size = data_view.get_array_size()
@property
def a_vectorh3_array_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_ninf)
return data_view.get(reserved_element_count=self.a_vectorh3_array_ninf_size)
@a_vectorh3_array_ninf.setter
def a_vectorh3_array_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_ninf)
data_view.set(value)
self.a_vectorh3_array_ninf_size = data_view.get_array_size()
@property
def a_vectorh3_array_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_snan)
return data_view.get(reserved_element_count=self.a_vectorh3_array_snan_size)
@a_vectorh3_array_snan.setter
def a_vectorh3_array_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_array_snan)
data_view.set(value)
self.a_vectorh3_array_snan_size = data_view.get_array_size()
@property
def a_vectorh3_inf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_inf)
return data_view.get()
@a_vectorh3_inf.setter
def a_vectorh3_inf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_inf)
data_view.set(value)
@property
def a_vectorh3_nan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_nan)
return data_view.get()
@a_vectorh3_nan.setter
def a_vectorh3_nan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_nan)
data_view.set(value)
@property
def a_vectorh3_ninf(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_ninf)
return data_view.get()
@a_vectorh3_ninf.setter
def a_vectorh3_ninf(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_ninf)
data_view.set(value)
@property
def a_vectorh3_snan(self):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_snan)
return data_view.get()
@a_vectorh3_snan.setter
def a_vectorh3_snan(self, value):
data_view = og.AttributeValueHelper(self._attributes.a_vectorh3_snan)
data_view.set(value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestNanInfDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestNanInfDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestNanInfDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 500,510 | Python | 51.272689 | 919 | 0.605872 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnRandomBundlePointsDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.RandomBundlePoints
Generate a bundle of 'bundleSize' arrays of 'pointCount' points at random locations within the bounding cube delineated by
the corner points 'minimum' and 'maximum'.
"""
import carb
import numpy
import carb
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnRandomBundlePointsDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.RandomBundlePoints
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.bundleSize
inputs.maximum
inputs.minimum
inputs.pointCount
Outputs:
outputs.bundle
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:bundleSize', 'int', 0, 'Bundle Size', 'Number of point attributes to generate in the bundle', {}, True, 0, False, ''),
('inputs:maximum', 'point3f', 0, 'Bounding Cube Maximum', 'Highest X, Y, Z values for the bounding volume', {ogn.MetadataKeys.DEFAULT: '[1.0, 1.0, 1.0]'}, True, [1.0, 1.0, 1.0], False, ''),
('inputs:minimum', 'point3f', 0, 'Bounding Cube Minimum', 'Lowest X, Y, Z values for the bounding volume', {ogn.MetadataKeys.DEFAULT: '[0.0, 0.0, 0.0]'}, True, [0.0, 0.0, 0.0], False, ''),
('inputs:pointCount', 'uint64', 0, 'Point Count', 'Number of points to generate', {}, True, 0, False, ''),
('outputs:bundle', 'bundle', 0, 'Random Bundle', 'Randomly generated bundle of attributes containing random points', {}, True, None, False, ''),
])
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.maximum = og.AttributeRole.POSITION
role_data.inputs.minimum = og.AttributeRole.POSITION
role_data.outputs.bundle = og.AttributeRole.BUNDLE
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def bundleSize(self):
data_view = og.AttributeValueHelper(self._attributes.bundleSize)
return data_view.get()
@bundleSize.setter
def bundleSize(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.bundleSize)
data_view = og.AttributeValueHelper(self._attributes.bundleSize)
data_view.set(value)
@property
def maximum(self):
data_view = og.AttributeValueHelper(self._attributes.maximum)
return data_view.get()
@maximum.setter
def maximum(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.maximum)
data_view = og.AttributeValueHelper(self._attributes.maximum)
data_view.set(value)
@property
def minimum(self):
data_view = og.AttributeValueHelper(self._attributes.minimum)
return data_view.get()
@minimum.setter
def minimum(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.minimum)
data_view = og.AttributeValueHelper(self._attributes.minimum)
data_view.set(value)
@property
def pointCount(self):
data_view = og.AttributeValueHelper(self._attributes.pointCount)
return data_view.get()
@pointCount.setter
def pointCount(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.pointCount)
data_view = og.AttributeValueHelper(self._attributes.pointCount)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=False, gpu_ptr_kinds={})
self._batchedWriteValues = { }
@property
def bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute outputs.bundle"""
return self.__bundles.bundle
@bundle.setter
def bundle(self, bundle: og.BundleContents):
"""Overwrite the bundle attribute outputs.bundle with a new bundle"""
if not isinstance(bundle, og.BundleContents):
carb.log_error("Only bundle attributes can be assigned to another bundle attribute")
self.__bundles.bundle.bundle = bundle
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnRandomBundlePointsDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnRandomBundlePointsDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnRandomBundlePointsDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 7,913 | Python | 46.389221 | 197 | 0.657652 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestScatterDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestScatter
Test node to test out the effects of vectorization. Scatters the results of gathered compute back to FC
"""
import carb
import numpy
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestScatterDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestScatter
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.gathered_paths
inputs.rotations
Outputs:
outputs.gathered_paths
outputs.rotations
outputs.single_rotation
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:gathered_paths', 'token[]', 0, None, 'The paths of the gathered objects', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
('inputs:rotations', 'double3[]', 0, None, 'The rotations of the gathered points', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
('outputs:gathered_paths', 'token[]', 0, None, 'The paths of the gathered objects', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
('outputs:rotations', 'double3[]', 0, None, 'The rotations of the gathered points', {ogn.MetadataKeys.DEFAULT: '[]'}, True, [], False, ''),
('outputs:single_rotation', 'double3', 0, None, 'Placeholder single rotation until we get the scatter working properly', {ogn.MetadataKeys.DEFAULT: '[0, 0, 0]'}, True, [0, 0, 0], False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def gathered_paths(self):
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
return data_view.get()
@gathered_paths.setter
def gathered_paths(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.gathered_paths)
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
data_view.set(value)
self.gathered_paths_size = data_view.get_array_size()
@property
def rotations(self):
data_view = og.AttributeValueHelper(self._attributes.rotations)
return data_view.get()
@rotations.setter
def rotations(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.rotations)
data_view = og.AttributeValueHelper(self._attributes.rotations)
data_view.set(value)
self.rotations_size = data_view.get_array_size()
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.gathered_paths_size = 0
self.rotations_size = 0
self._batchedWriteValues = { }
@property
def gathered_paths(self):
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
return data_view.get(reserved_element_count=self.gathered_paths_size)
@gathered_paths.setter
def gathered_paths(self, value):
data_view = og.AttributeValueHelper(self._attributes.gathered_paths)
data_view.set(value)
self.gathered_paths_size = data_view.get_array_size()
@property
def rotations(self):
data_view = og.AttributeValueHelper(self._attributes.rotations)
return data_view.get(reserved_element_count=self.rotations_size)
@rotations.setter
def rotations(self, value):
data_view = og.AttributeValueHelper(self._attributes.rotations)
data_view.set(value)
self.rotations_size = data_view.get_array_size()
@property
def single_rotation(self):
data_view = og.AttributeValueHelper(self._attributes.single_rotation)
return data_view.get()
@single_rotation.setter
def single_rotation(self, value):
data_view = og.AttributeValueHelper(self._attributes.single_rotation)
data_view.set(value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestScatterDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestScatterDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestScatterDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 7,389 | Python | 46.677419 | 198 | 0.658411 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestWriteVariablePyDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestWriteVariablePy
Node that test writes a value to a variable in python
"""
from typing import Any
import carb
import sys
import traceback
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestWriteVariablePyDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestWriteVariablePy
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.execIn
inputs.value
inputs.variableName
Outputs:
outputs.execOut
outputs.value
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:execIn', 'execution', 0, None, 'Input execution state', {}, True, None, False, ''),
('inputs:value', 'any', 2, None, 'The new value to be written', {}, True, None, False, ''),
('inputs:variableName', 'token', 0, None, 'The name of the graph variable to use.', {}, True, "", False, ''),
('outputs:execOut', 'execution', 0, None, 'Output execution', {}, True, None, False, ''),
('outputs:value', 'any', 2, None, 'The newly written value', {}, True, None, False, ''),
])
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.execIn = og.AttributeRole.EXECUTION
role_data.outputs.execOut = og.AttributeRole.EXECUTION
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = {"execIn", "variableName", "_setting_locked", "_batchedReadAttributes", "_batchedReadValues"}
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = [self._attributes.execIn, self._attributes.variableName]
self._batchedReadValues = [None, ""]
@property
def value(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute inputs.value"""
return og.RuntimeAttribute(self._attributes.value.get_attribute_data(), self._context, True)
@value.setter
def value(self, value_to_set: Any):
"""Assign another attribute's value to outputs.value"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.value.value = value_to_set.value
else:
self.value.value = value_to_set
@property
def execIn(self):
return self._batchedReadValues[0]
@execIn.setter
def execIn(self, value):
self._batchedReadValues[0] = value
@property
def variableName(self):
return self._batchedReadValues[1]
@variableName.setter
def variableName(self, value):
self._batchedReadValues[1] = value
def __getattr__(self, item: str):
if item in self.LOCAL_PROPERTY_NAMES:
return object.__getattribute__(self, item)
else:
return super().__getattr__(item)
def __setattr__(self, item: str, new_value):
if item in self.LOCAL_PROPERTY_NAMES:
object.__setattr__(self, item, new_value)
else:
super().__setattr__(item, new_value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = {"execOut", "_batchedWriteValues"}
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
@property
def value(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.value"""
return og.RuntimeAttribute(self._attributes.value.get_attribute_data(), self._context, False)
@value.setter
def value(self, value_to_set: Any):
"""Assign another attribute's value to outputs.value"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.value.value = value_to_set.value
else:
self.value.value = value_to_set
@property
def execOut(self):
value = self._batchedWriteValues.get(self._attributes.execOut)
if value:
return value
else:
data_view = og.AttributeValueHelper(self._attributes.execOut)
return data_view.get()
@execOut.setter
def execOut(self, value):
self._batchedWriteValues[self._attributes.execOut] = value
def __getattr__(self, item: str):
if item in self.LOCAL_PROPERTY_NAMES:
return object.__getattribute__(self, item)
else:
return super().__getattr__(item)
def __setattr__(self, item: str, new_value):
if item in self.LOCAL_PROPERTY_NAMES:
object.__setattr__(self, item, new_value)
else:
super().__setattr__(item, new_value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestWriteVariablePyDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestWriteVariablePyDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestWriteVariablePyDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
class abi:
"""Class defining the ABI interface for the node type"""
@staticmethod
def get_node_type():
get_node_type_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'get_node_type', None)
if callable(get_node_type_function):
return get_node_type_function()
return 'omni.graph.test.TestWriteVariablePy'
@staticmethod
def compute(context, node):
def database_valid():
if db.inputs.value.type.base_type == og.BaseDataType.UNKNOWN:
db.log_warning('Required extended attribute inputs:value is not resolved, compute skipped')
return False
if db.outputs.value.type.base_type == og.BaseDataType.UNKNOWN:
db.log_warning('Required extended attribute outputs:value is not resolved, compute skipped')
return False
return True
try:
per_node_data = OgnTestWriteVariablePyDatabase.PER_NODE_DATA[node.node_id()]
db = per_node_data.get('_db')
if db is None:
db = OgnTestWriteVariablePyDatabase(node)
per_node_data['_db'] = db
if not database_valid():
per_node_data['_db'] = None
return False
except:
db = OgnTestWriteVariablePyDatabase(node)
try:
compute_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'compute', None)
if callable(compute_function) and compute_function.__code__.co_argcount > 1:
return compute_function(context, node)
db.inputs._prefetch()
db.inputs._setting_locked = True
with og.in_compute():
return OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS.compute(db)
except Exception as error:
stack_trace = "".join(traceback.format_tb(sys.exc_info()[2].tb_next))
db.log_error(f'Assertion raised in compute - {error}\n{stack_trace}', add_context=False)
finally:
db.inputs._setting_locked = False
db.outputs._commit()
return False
@staticmethod
def initialize(context, node):
OgnTestWriteVariablePyDatabase._initialize_per_node_data(node)
initialize_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'initialize', None)
if callable(initialize_function):
initialize_function(context, node)
per_node_data = OgnTestWriteVariablePyDatabase.PER_NODE_DATA[node.node_id()]
def on_connection_or_disconnection(*args):
per_node_data['_db'] = None
node.register_on_connected_callback(on_connection_or_disconnection)
node.register_on_disconnected_callback(on_connection_or_disconnection)
@staticmethod
def release(node):
release_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'release', None)
if callable(release_function):
release_function(node)
OgnTestWriteVariablePyDatabase._release_per_node_data(node)
@staticmethod
def release_instance(node, target):
OgnTestWriteVariablePyDatabase._release_per_node_instance_data(node, target)
@staticmethod
def update_node_version(context, node, old_version, new_version):
update_node_version_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'update_node_version', None)
if callable(update_node_version_function):
return update_node_version_function(context, node, old_version, new_version)
return False
@staticmethod
def initialize_type(node_type):
initialize_type_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'initialize_type', None)
needs_initializing = True
if callable(initialize_type_function):
needs_initializing = initialize_type_function(node_type)
if needs_initializing:
node_type.set_metadata(ogn.MetadataKeys.EXTENSION, "omni.graph.test")
node_type.set_metadata(ogn.MetadataKeys.UI_NAME, "Write Variable")
node_type.set_metadata(ogn.MetadataKeys.CATEGORIES, "internal:test")
node_type.set_metadata(ogn.MetadataKeys.DESCRIPTION, "Node that test writes a value to a variable in python")
node_type.set_metadata(ogn.MetadataKeys.EXCLUSIONS, "tests,usd,docs")
node_type.set_metadata(ogn.MetadataKeys.LANGUAGE, "Python")
icon_path = carb.tokens.get_tokens_interface().resolve("${omni.graph.test}")
icon_path = icon_path + '/' + "ogn/icons/omni.graph.test.TestWriteVariablePy.svg"
node_type.set_metadata(ogn.MetadataKeys.ICON_PATH, icon_path)
OgnTestWriteVariablePyDatabase.INTERFACE.add_to_node_type(node_type)
@staticmethod
def on_connection_type_resolve(node):
on_connection_type_resolve_function = getattr(OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS, 'on_connection_type_resolve', None)
if callable(on_connection_type_resolve_function):
on_connection_type_resolve_function(node)
NODE_TYPE_CLASS = None
@staticmethod
def register(node_type_class):
OgnTestWriteVariablePyDatabase.NODE_TYPE_CLASS = node_type_class
og.register_node_type(OgnTestWriteVariablePyDatabase.abi, 1)
@staticmethod
def deregister():
og.deregister_node_type("omni.graph.test.TestWriteVariablePy")
| 13,982 | Python | 45.61 | 141 | 0.629667 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestTypeResolutionDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TypeResolution
Test node, explicitly constructed to make the attribute type resolution mechanism testable. It has output attributes with
union and any types whose type will be resolved at runtime when they are connected to inputs with a fixed type. The extra
string output provides the resolution information to the test script for verification
"""
from typing import Any
import carb
import numpy
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestTypeResolutionDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TypeResolution
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.anyValueIn
Outputs:
outputs.anyValue
outputs.arrayValue
outputs.mixedValue
outputs.resolvedType
outputs.tupleArrayValue
outputs.tupleValue
outputs.value
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:anyValueIn', 'any', 2, None, 'Input that can resolve to any type. Internally the node couples \nthe types of inputs:anyValueIn -> outputs:anyValue. Meaning if one is resolved it will\nautomatically resolve the other', {}, True, None, False, ''),
('outputs:anyValue', 'any', 2, None, 'Output that can resolve to any type at all', {}, True, None, False, ''),
('outputs:arrayValue', 'double[],float[],int64[],int[],uint64[],uint[]', 1, None, 'Output that only resolves to one of the numeric array types.', {}, True, None, False, ''),
('outputs:mixedValue', 'float,float[3],float[3][],float[]', 1, None, 'Output that can resolve to data of different shapes.', {}, True, None, False, ''),
('outputs:resolvedType', 'token[]', 0, None, "Array of strings representing the output attribute's type resolutions.\nThe array items consist of comma-separated pairs of strings representing\nthe output attribute name and the type to which it is currently resolved.\ne.g. if the attribute 'foo' is an integer there would be one entry in the array\nwith the string 'foo,int'", {}, True, None, False, ''),
('outputs:tupleArrayValue', 'double[3][],float[3][],int[3][]', 1, None, 'Output that only resolves to one of the numeric tuple array types.', {}, True, None, False, ''),
('outputs:tupleValue', 'double[3],float[3],int[3]', 1, None, 'Output that only resolves to one of the numeric tuple types.', {}, True, None, False, ''),
('outputs:value', 'double,float,int,int64,uint,uint64', 1, None, 'Output that only resolves to one of the numeric types.', {}, True, None, False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def anyValueIn(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute inputs.anyValueIn"""
return og.RuntimeAttribute(self._attributes.anyValueIn.get_attribute_data(), self._context, True)
@anyValueIn.setter
def anyValueIn(self, value_to_set: Any):
"""Assign another attribute's value to outputs.anyValueIn"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.anyValueIn.value = value_to_set.value
else:
self.anyValueIn.value = value_to_set
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.resolvedType_size = None
self._batchedWriteValues = { }
@property
def anyValue(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.anyValue"""
return og.RuntimeAttribute(self._attributes.anyValue.get_attribute_data(), self._context, False)
@anyValue.setter
def anyValue(self, value_to_set: Any):
"""Assign another attribute's value to outputs.anyValue"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.anyValue.value = value_to_set.value
else:
self.anyValue.value = value_to_set
@property
def arrayValue(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.arrayValue"""
return og.RuntimeAttribute(self._attributes.arrayValue.get_attribute_data(), self._context, False)
@arrayValue.setter
def arrayValue(self, value_to_set: Any):
"""Assign another attribute's value to outputs.arrayValue"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.arrayValue.value = value_to_set.value
else:
self.arrayValue.value = value_to_set
@property
def mixedValue(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.mixedValue"""
return og.RuntimeAttribute(self._attributes.mixedValue.get_attribute_data(), self._context, False)
@mixedValue.setter
def mixedValue(self, value_to_set: Any):
"""Assign another attribute's value to outputs.mixedValue"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.mixedValue.value = value_to_set.value
else:
self.mixedValue.value = value_to_set
@property
def resolvedType(self):
data_view = og.AttributeValueHelper(self._attributes.resolvedType)
return data_view.get(reserved_element_count=self.resolvedType_size)
@resolvedType.setter
def resolvedType(self, value):
data_view = og.AttributeValueHelper(self._attributes.resolvedType)
data_view.set(value)
self.resolvedType_size = data_view.get_array_size()
@property
def tupleArrayValue(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.tupleArrayValue"""
return og.RuntimeAttribute(self._attributes.tupleArrayValue.get_attribute_data(), self._context, False)
@tupleArrayValue.setter
def tupleArrayValue(self, value_to_set: Any):
"""Assign another attribute's value to outputs.tupleArrayValue"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.tupleArrayValue.value = value_to_set.value
else:
self.tupleArrayValue.value = value_to_set
@property
def tupleValue(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.tupleValue"""
return og.RuntimeAttribute(self._attributes.tupleValue.get_attribute_data(), self._context, False)
@tupleValue.setter
def tupleValue(self, value_to_set: Any):
"""Assign another attribute's value to outputs.tupleValue"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.tupleValue.value = value_to_set.value
else:
self.tupleValue.value = value_to_set
@property
def value(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.value"""
return og.RuntimeAttribute(self._attributes.value.get_attribute_data(), self._context, False)
@value.setter
def value(self, value_to_set: Any):
"""Assign another attribute's value to outputs.value"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.value.value = value_to_set.value
else:
self.value.value = value_to_set
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestTypeResolutionDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestTypeResolutionDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestTypeResolutionDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 10,983 | Python | 52.062802 | 411 | 0.660748 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestCppKeywordsDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestCppKeywords
Test that attributes named for C++ keywords produce valid code
"""
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestCppKeywordsDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestCppKeywords
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.atomic_cancel
inputs.atomic_commit
inputs.atomic_noexcept
inputs.consteval
inputs.constinit
inputs.reflexpr
inputs.requires
Outputs:
outputs.verify
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:atomic_cancel', 'float', 0, None, 'KW Test for atomic_cancel', {}, True, 0.0, False, ''),
('inputs:atomic_commit', 'float', 0, None, 'KW Test for atomic_commit', {}, True, 0.0, False, ''),
('inputs:atomic_noexcept', 'float', 0, None, 'KW Test for atomic_noexcept', {}, True, 0.0, False, ''),
('inputs:consteval', 'float', 0, None, 'KW Test for consteval', {}, True, 0.0, False, ''),
('inputs:constinit', 'float', 0, None, 'KW Test for constinit', {}, True, 0.0, False, ''),
('inputs:reflexpr', 'float', 0, None, 'KW Test for reflexpr', {}, True, 0.0, False, ''),
('inputs:requires', 'float', 0, None, 'KW Test for requires', {}, True, 0.0, False, ''),
('outputs:verify', 'bool', 0, None, 'Flag to indicate that a node was created and executed', {}, True, None, False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def atomic_cancel(self):
data_view = og.AttributeValueHelper(self._attributes.atomic_cancel)
return data_view.get()
@atomic_cancel.setter
def atomic_cancel(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.atomic_cancel)
data_view = og.AttributeValueHelper(self._attributes.atomic_cancel)
data_view.set(value)
@property
def atomic_commit(self):
data_view = og.AttributeValueHelper(self._attributes.atomic_commit)
return data_view.get()
@atomic_commit.setter
def atomic_commit(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.atomic_commit)
data_view = og.AttributeValueHelper(self._attributes.atomic_commit)
data_view.set(value)
@property
def atomic_noexcept(self):
data_view = og.AttributeValueHelper(self._attributes.atomic_noexcept)
return data_view.get()
@atomic_noexcept.setter
def atomic_noexcept(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.atomic_noexcept)
data_view = og.AttributeValueHelper(self._attributes.atomic_noexcept)
data_view.set(value)
@property
def consteval(self):
data_view = og.AttributeValueHelper(self._attributes.consteval)
return data_view.get()
@consteval.setter
def consteval(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.consteval)
data_view = og.AttributeValueHelper(self._attributes.consteval)
data_view.set(value)
@property
def constinit(self):
data_view = og.AttributeValueHelper(self._attributes.constinit)
return data_view.get()
@constinit.setter
def constinit(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.constinit)
data_view = og.AttributeValueHelper(self._attributes.constinit)
data_view.set(value)
@property
def reflexpr(self):
data_view = og.AttributeValueHelper(self._attributes.reflexpr)
return data_view.get()
@reflexpr.setter
def reflexpr(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.reflexpr)
data_view = og.AttributeValueHelper(self._attributes.reflexpr)
data_view.set(value)
@property
def requires(self):
data_view = og.AttributeValueHelper(self._attributes.requires)
return data_view.get()
@requires.setter
def requires(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.requires)
data_view = og.AttributeValueHelper(self._attributes.requires)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
@property
def verify(self):
data_view = og.AttributeValueHelper(self._attributes.verify)
return data_view.get()
@verify.setter
def verify(self, value):
data_view = og.AttributeValueHelper(self._attributes.verify)
data_view.set(value)
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestCppKeywordsDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestCppKeywordsDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestCppKeywordsDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 8,546 | Python | 43.284974 | 128 | 0.639129 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnTestAddAnyTypeAnyMemoryDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.TestAddAnyTypeAnyMemory
Test node that sum 2 runtime attributes that live either on the cpu or the gpu
"""
from typing import Any
import carb
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnTestAddAnyTypeAnyMemoryDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.TestAddAnyTypeAnyMemory
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.scalar
inputs.vec
Outputs:
outputs.outCpu
outputs.outGpu
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:scalar', 'double,float', 1, None, 'A scalar to add to each vector component', {ogn.MetadataKeys.MEMORY_TYPE: 'any'}, True, None, False, ''),
('inputs:vec', 'double[3],float[3]', 1, None, 'vector[3] Input ', {ogn.MetadataKeys.MEMORY_TYPE: 'any'}, True, None, False, ''),
('outputs:outCpu', 'double[3],float[3]', 1, None, 'The result of the scalar added to each component of the vector on the CPU', {ogn.MetadataKeys.MEMORY_TYPE: 'cpu'}, True, None, False, ''),
('outputs:outGpu', 'double[3],float[3]', 1, None, 'The result of the scalar added to each component of the vector on the GPU', {ogn.MetadataKeys.MEMORY_TYPE: 'cuda'}, True, None, False, ''),
])
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def scalar(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute inputs.scalar"""
return og.RuntimeAttribute(self._attributes.scalar.get_attribute_data(), self._context, True)
@scalar.setter
def scalar(self, value_to_set: Any):
"""Assign another attribute's value to outputs.scalar"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.scalar.value = value_to_set.value
else:
self.scalar.value = value_to_set
@property
def vec(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute inputs.vec"""
return og.RuntimeAttribute(self._attributes.vec.get_attribute_data(), self._context, True)
@vec.setter
def vec(self, value_to_set: Any):
"""Assign another attribute's value to outputs.vec"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.vec.value = value_to_set.value
else:
self.vec.value = value_to_set
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self._batchedWriteValues = { }
@property
def outCpu(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.outCpu"""
return og.RuntimeAttribute(self._attributes.outCpu.get_attribute_data(), self._context, False)
@outCpu.setter
def outCpu(self, value_to_set: Any):
"""Assign another attribute's value to outputs.outCpu"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.outCpu.value = value_to_set.value
else:
self.outCpu.value = value_to_set
@property
def outGpu(self) -> og.RuntimeAttribute:
"""Get the runtime wrapper class for the attribute outputs.outGpu"""
return og.RuntimeAttribute(self._attributes.outGpu.get_attribute_data(), self._context, False)
@outGpu.setter
def outGpu(self, value_to_set: Any):
"""Assign another attribute's value to outputs.outGpu"""
if isinstance(value_to_set, og.RuntimeAttribute):
self.outGpu.value = value_to_set.value
else:
self.outGpu.value = value_to_set
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnTestAddAnyTypeAnyMemoryDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnTestAddAnyTypeAnyMemoryDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnTestAddAnyTypeAnyMemoryDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 7,203 | Python | 48.682758 | 198 | 0.658059 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/OgnPerturbBundlePointsDatabase.py | """Support for simplified access to data on nodes of type omni.graph.test.PerturbBundlePoints
Randomly modify positions on all points attributes within a bundle
"""
import carb
import numpy
import carb
import omni.graph.core as og
import omni.graph.core._omni_graph_core as _og
import omni.graph.tools.ogn as ogn
class OgnPerturbBundlePointsDatabase(og.Database):
"""Helper class providing simplified access to data on nodes of type omni.graph.test.PerturbBundlePoints
Class Members:
node: Node being evaluated
Attribute Value Properties:
Inputs:
inputs.bundle
inputs.maximum
inputs.minimum
inputs.percentModified
Outputs:
outputs.bundle
"""
# Imprint the generator and target ABI versions in the file for JIT generation
GENERATOR_VERSION = (1, 41, 3)
TARGET_VERSION = (2, 139, 12)
# This is an internal object that provides per-class storage of a per-node data dictionary
PER_NODE_DATA = {}
# This is an internal object that describes unchanging attributes in a generic way
# The values in this list are in no particular order, as a per-attribute tuple
# Name, Type, ExtendedTypeIndex, UiName, Description, Metadata,
# Is_Required, DefaultValue, Is_Deprecated, DeprecationMsg
# You should not need to access any of this data directly, use the defined database interfaces
INTERFACE = og.Database._get_interface([
('inputs:bundle', 'bundle', 0, 'Original Bundle', 'Bundle containing arrays of points to be perturbed', {}, True, None, False, ''),
('inputs:maximum', 'point3f', 0, 'Perturb Maximum', 'Maximum values of the perturbation', {ogn.MetadataKeys.DEFAULT: '[1.0, 1.0, 1.0]'}, True, [1.0, 1.0, 1.0], False, ''),
('inputs:minimum', 'point3f', 0, 'Perturb Minimum', 'Minimum values of the perturbation', {ogn.MetadataKeys.DEFAULT: '[0.0, 0.0, 0.0]'}, True, [0.0, 0.0, 0.0], False, ''),
('inputs:percentModified', 'float', 0, 'Percentage Modified', 'Percentage of points to modify, decided by striding across point set', {ogn.MetadataKeys.DEFAULT: '100.0'}, True, 100.0, False, ''),
('outputs:bundle', 'bundle', 0, 'Perturbed Bundle', 'Bundle containing arrays of points that were perturbed', {}, True, None, False, ''),
])
@classmethod
def _populate_role_data(cls):
"""Populate a role structure with the non-default roles on this node type"""
role_data = super()._populate_role_data()
role_data.inputs.bundle = og.AttributeRole.BUNDLE
role_data.inputs.maximum = og.AttributeRole.POSITION
role_data.inputs.minimum = og.AttributeRole.POSITION
role_data.outputs.bundle = og.AttributeRole.BUNDLE
return role_data
class ValuesForInputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to input attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=True, gpu_ptr_kinds={})
self._batchedReadAttributes = []
self._batchedReadValues = []
@property
def bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute inputs.bundle"""
return self.__bundles.bundle
@property
def maximum(self):
data_view = og.AttributeValueHelper(self._attributes.maximum)
return data_view.get()
@maximum.setter
def maximum(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.maximum)
data_view = og.AttributeValueHelper(self._attributes.maximum)
data_view.set(value)
@property
def minimum(self):
data_view = og.AttributeValueHelper(self._attributes.minimum)
return data_view.get()
@minimum.setter
def minimum(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.minimum)
data_view = og.AttributeValueHelper(self._attributes.minimum)
data_view.set(value)
@property
def percentModified(self):
data_view = og.AttributeValueHelper(self._attributes.percentModified)
return data_view.get()
@percentModified.setter
def percentModified(self, value):
if self._setting_locked:
raise og.ReadOnlyError(self._attributes.percentModified)
data_view = og.AttributeValueHelper(self._attributes.percentModified)
data_view.set(value)
def _prefetch(self):
readAttributes = self._batchedReadAttributes
newValues = _og._prefetch_input_attributes_data(readAttributes)
if len(readAttributes) == len(newValues):
self._batchedReadValues = newValues
class ValuesForOutputs(og.DynamicAttributeAccess):
LOCAL_PROPERTY_NAMES = { }
"""Helper class that creates natural hierarchical access to output attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
self.__bundles = og.BundleContainer(context, node, attributes, [], read_only=False, gpu_ptr_kinds={})
self._batchedWriteValues = { }
@property
def bundle(self) -> og.BundleContents:
"""Get the bundle wrapper class for the attribute outputs.bundle"""
return self.__bundles.bundle
@bundle.setter
def bundle(self, bundle: og.BundleContents):
"""Overwrite the bundle attribute outputs.bundle with a new bundle"""
if not isinstance(bundle, og.BundleContents):
carb.log_error("Only bundle attributes can be assigned to another bundle attribute")
self.__bundles.bundle.bundle = bundle
def _commit(self):
_og._commit_output_attributes_data(self._batchedWriteValues)
self._batchedWriteValues = { }
class ValuesForState(og.DynamicAttributeAccess):
"""Helper class that creates natural hierarchical access to state attributes"""
def __init__(self, node: og.Node, attributes, dynamic_attributes: og.DynamicAttributeInterface):
"""Initialize simplified access for the attribute data"""
context = node.get_graph().get_default_graph_context()
super().__init__(context, node, attributes, dynamic_attributes)
def __init__(self, node):
super().__init__(node)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.inputs = OgnPerturbBundlePointsDatabase.ValuesForInputs(node, self.attributes.inputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
self.outputs = OgnPerturbBundlePointsDatabase.ValuesForOutputs(node, self.attributes.outputs, dynamic_attributes)
dynamic_attributes = self.dynamic_attribute_data(node, og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE)
self.state = OgnPerturbBundlePointsDatabase.ValuesForState(node, self.attributes.state, dynamic_attributes)
| 7,818 | Python | 47.565217 | 203 | 0.661678 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestOptionalExtended.py | """Test node exercising the 'optional' flag on extended attributes"""
import omni.graph.core as og
class OgnTestOptionalExtended:
@staticmethod
def compute(db) -> bool:
"""Moves the 'other' input to the 'other' output if both of the optional attributes are not resolved,
sets the 'other' output to the default value if only one of them is resolved, and copies the 'optional' input
to the 'optional' output if both are resolved. (Since this is a test node we can count on the resolution types
being compatible.)
"""
if db.attributes.inputs.optional.get_resolved_type().base_type == og.BaseDataType.UNKNOWN:
if db.attributes.outputs.optional.get_resolved_type().base_type == og.BaseDataType.UNKNOWN:
db.outputs.other = db.inputs.other
else:
db.outputs.other = 10
elif db.attributes.outputs.optional.get_resolved_type().base_type != og.BaseDataType.UNKNOWN:
db.outputs.optional = db.inputs.optional
else:
db.outputs.other = 10
| 1,078 | Python | 48.045452 | 118 | 0.663265 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestDynamicAttributeMemory.py | """Test node exercising retrieval of dynamic attribute array values from various memory locations.
Add an input attribute named "array" of type "int[]", another named "simple" of type "double", and output attributes
with matching names and types to pass data through using the dynamic attribute get() and set() methods.
"""
import numpy as np
import omni.graph.core as og
from omni.graph.core._impl.dtypes import Int
class OgnTestDynamicAttributeMemory:
@staticmethod
def compute(db) -> bool:
gpu_ptr_kind = og.PtrToPtrKind.NA
on_gpu = db.inputs.onGpu
if on_gpu:
gpu_ptr_kind = og.PtrToPtrKind.GPU if db.inputs.gpuPtrsOnGpu else og.PtrToPtrKind.CPU
db.set_dynamic_attribute_memory_location(on_gpu=on_gpu, gpu_ptr_kind=gpu_ptr_kind)
try:
array_value = db.inputs.array
simple_value = db.inputs.simple
except AttributeError:
# Only verify when the input dynamic attribute was present
db.outputs.inputMemoryVerified = False
db.outputs.outputMemoryVerified = False
return True
# CPU inputs are returned as np.ndarrays, GPU inputs are og.DataWrapper
if not on_gpu:
db.outputs.inputMemoryVerified = isinstance(array_value, np.ndarray) and isinstance(simple_value, float)
else:
_, *new_shape = array_value.shape
new_shape = tuple(new_shape)
db.outputs.inputMemoryVerified = (
array_value.gpu_ptr_kind == gpu_ptr_kind
and array_value.device.cuda
and array_value.is_array()
and array_value.dtype == Int()
and isinstance(simple_value, float)
)
try:
db.outputs.array = array_value
db.outputs.simple = simple_value
except AttributeError:
# Only verify when the output dynamic attribute was present
db.outputs.outputMemoryVerified = False
return True
# CPU inputs are returned as np.ndarrays, GPU inputs are og.DataWrapper
new_output_arr = db.outputs.array
new_output = db.outputs.simple
if not on_gpu:
db.outputs.outputMemoryVerified = isinstance(new_output_arr, np.ndarray) and isinstance(new_output, float)
else:
_, *new_shape = new_output_arr.shape
new_shape = tuple(new_shape)
db.outputs.outputMemoryVerified = (
new_output_arr.gpu_ptr_kind == gpu_ptr_kind
and new_output_arr.device.cuda
and new_output_arr.is_array()
and new_output_arr.dtype == Int()
and isinstance(new_output, float)
)
return True
| 2,767 | Python | 39.705882 | 118 | 0.617636 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnExecInputEnabledTest.py | """
This node's compute checks that its input attrib is properly enabled.
"""
import omni.graph.core as og
class OgnExecInputEnabledTest:
@staticmethod
def compute(db) -> bool:
if (
db.inputs.execInA == og.ExecutionAttributeState.ENABLED
and db.inputs.execInB == og.ExecutionAttributeState.ENABLED
):
db.log_warning("Unexpected execution with both execution inputs enabled")
return False
if db.inputs.execInA == og.ExecutionAttributeState.ENABLED:
db.outputs.execOutA = og.ExecutionAttributeState.ENABLED
return True
if db.inputs.execInB == og.ExecutionAttributeState.ENABLED:
db.outputs.execOutB = og.ExecutionAttributeState.ENABLED
return True
db.log_warning("Unexpected execution with no execution input enabled")
db.outputs.execOut = og.ExecutionAttributeState.DISABLED
return False
| 951 | Python | 34.259258 | 85 | 0.674027 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestCategoryDefinitions.py | """Node that tests custom category assignment through extraction of the current category"""
import omni.graph.tools.ogn as ogn
class OgnTestCategoryDefinitions:
"""Extract the assigned category definition of a node type"""
@staticmethod
def compute(db) -> bool:
"""Compute only extracts the category name and puts it into the output"""
db.outputs.category = db.abi_node.get_node_type().get_metadata(ogn.MetadataKeys.CATEGORIES)
return True
| 480 | Python | 33.35714 | 99 | 0.722917 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestWriteVariablePy.py | """
Test node for writing variables
"""
import omni.graph.core as og
class OgnTestWriteVariablePy:
"""Python version of OgnWriteVariable"""
@staticmethod
def compute(db) -> bool:
"""Write the given variable"""
try:
db.set_variable(db.inputs.variableName, db.inputs.value.value)
except og.OmniGraphError:
return False
# Output the value
value = db.inputs.value.value
if value is not None:
db.outputs.value = value
return True
@staticmethod
def initialize(graph_context, node):
function_callback = OgnTestWriteVariablePy.on_value_changed_callback
node.get_attribute("inputs:variableName").register_value_changed_callback(function_callback)
@staticmethod
def on_value_changed_callback(attr):
node = attr.get_node()
name = attr.get_attribute_data().get(False)
var = node.get_graph().find_variable(name)
value_attr = node.get_attribute("inputs:value")
old_type = value_attr.get_resolved_type()
# resolve the input variable
if not var:
value_attr.set_resolved_type(og.Type(og.BaseDataType.UNKNOWN))
elif var.type != old_type:
value_attr.set_resolved_type(og.Type(og.BaseDataType.UNKNOWN))
value_attr.set_resolved_type(var.type)
# resolve the output variable
value_attr = node.get_attribute("outputs:value")
old_type = value_attr.get_resolved_type()
if not var:
value_attr.set_resolved_type(og.Type(og.BaseDataType.UNKNOWN))
elif var.type != old_type:
value_attr.set_resolved_type(og.Type(og.BaseDataType.UNKNOWN))
value_attr.set_resolved_type(var.type)
| 1,768 | Python | 32.377358 | 100 | 0.635747 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestSchedulingHintsList.py | """Empty test node used for checking scheduling hints"""
class OgnTestSchedulingHintsList:
@staticmethod
def compute(db) -> bool:
return True
| 160 | Python | 19.124998 | 56 | 0.7 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestAllDataTypesPy.py | """
This node is meant to exercise data access for all available data types, including all",
legal combinations of tuples, arrays, and bundle members. The test section here is intentionally",
omitted so that the regression test script can programmatically generate tests for all known types,",
reducing the change of unintentional omissions. This node definition is a duplicate of",
OgnTestAllDataTypes.ogn, except the implementation language is Python."
"""
class OgnTestAllDataTypesPy:
@staticmethod
def compute(db) -> bool:
"""Compute just copies the input values to the output of the same name and type"""
if db.inputs.doNotCompute:
return True
db.outputs.a_bool = db.inputs.a_bool
db.outputs.a_bool_array = db.inputs.a_bool_array
db.outputs.a_colord_3 = db.inputs.a_colord_3
db.outputs.a_colord_4 = db.inputs.a_colord_4
db.outputs.a_colorf_3 = db.inputs.a_colorf_3
db.outputs.a_colorf_4 = db.inputs.a_colorf_4
db.outputs.a_colorh_3 = db.inputs.a_colorh_3
db.outputs.a_colorh_4 = db.inputs.a_colorh_4
db.outputs.a_colord_3_array = db.inputs.a_colord_3_array
db.outputs.a_colord_4_array = db.inputs.a_colord_4_array
db.outputs.a_colorf_3_array = db.inputs.a_colorf_3_array
db.outputs.a_colorf_4_array = db.inputs.a_colorf_4_array
db.outputs.a_colorh_3_array = db.inputs.a_colorh_3_array
db.outputs.a_colorh_4_array = db.inputs.a_colorh_4_array
db.outputs.a_double = db.inputs.a_double
db.outputs.a_double_2 = db.inputs.a_double_2
db.outputs.a_double_3 = db.inputs.a_double_3
db.outputs.a_double_4 = db.inputs.a_double_4
db.outputs.a_double_array = db.inputs.a_double_array
db.outputs.a_double_2_array = db.inputs.a_double_2_array
db.outputs.a_double_3_array = db.inputs.a_double_3_array
db.outputs.a_double_4_array = db.inputs.a_double_4_array
db.outputs.a_execution = db.inputs.a_execution
db.outputs.a_float = db.inputs.a_float
db.outputs.a_float_2 = db.inputs.a_float_2
db.outputs.a_float_3 = db.inputs.a_float_3
db.outputs.a_float_4 = db.inputs.a_float_4
db.outputs.a_float_array = db.inputs.a_float_array
db.outputs.a_float_2_array = db.inputs.a_float_2_array
db.outputs.a_float_3_array = db.inputs.a_float_3_array
db.outputs.a_float_4_array = db.inputs.a_float_4_array
db.outputs.a_frame_4 = db.inputs.a_frame_4
db.outputs.a_frame_4_array = db.inputs.a_frame_4_array
db.outputs.a_half = db.inputs.a_half
db.outputs.a_half_2 = db.inputs.a_half_2
db.outputs.a_half_3 = db.inputs.a_half_3
db.outputs.a_half_4 = db.inputs.a_half_4
db.outputs.a_half_array = db.inputs.a_half_array
db.outputs.a_half_2_array = db.inputs.a_half_2_array
db.outputs.a_half_3_array = db.inputs.a_half_3_array
db.outputs.a_half_4_array = db.inputs.a_half_4_array
db.outputs.a_int = db.inputs.a_int
db.outputs.a_int_2 = db.inputs.a_int_2
db.outputs.a_int_3 = db.inputs.a_int_3
db.outputs.a_int_4 = db.inputs.a_int_4
db.outputs.a_int_array = db.inputs.a_int_array
db.outputs.a_int_2_array = db.inputs.a_int_2_array
db.outputs.a_int_3_array = db.inputs.a_int_3_array
db.outputs.a_int_4_array = db.inputs.a_int_4_array
db.outputs.a_int64 = db.inputs.a_int64
db.outputs.a_int64_array = db.inputs.a_int64_array
db.outputs.a_matrixd_2 = db.inputs.a_matrixd_2
db.outputs.a_matrixd_3 = db.inputs.a_matrixd_3
db.outputs.a_matrixd_4 = db.inputs.a_matrixd_4
db.outputs.a_matrixd_2_array = db.inputs.a_matrixd_2_array
db.outputs.a_matrixd_3_array = db.inputs.a_matrixd_3_array
db.outputs.a_matrixd_4_array = db.inputs.a_matrixd_4_array
db.outputs.a_normald_3 = db.inputs.a_normald_3
db.outputs.a_normalf_3 = db.inputs.a_normalf_3
db.outputs.a_normalh_3 = db.inputs.a_normalh_3
db.outputs.a_normald_3_array = db.inputs.a_normald_3_array
db.outputs.a_normalf_3_array = db.inputs.a_normalf_3_array
db.outputs.a_normalh_3_array = db.inputs.a_normalh_3_array
db.outputs.a_objectId = db.inputs.a_objectId
db.outputs.a_objectId_array = db.inputs.a_objectId_array
db.outputs.a_path = db.inputs.a_path
db.outputs.a_pointd_3 = db.inputs.a_pointd_3
db.outputs.a_pointf_3 = db.inputs.a_pointf_3
db.outputs.a_pointh_3 = db.inputs.a_pointh_3
db.outputs.a_pointd_3_array = db.inputs.a_pointd_3_array
db.outputs.a_pointf_3_array = db.inputs.a_pointf_3_array
db.outputs.a_pointh_3_array = db.inputs.a_pointh_3_array
db.outputs.a_quatd_4 = db.inputs.a_quatd_4
db.outputs.a_quatf_4 = db.inputs.a_quatf_4
db.outputs.a_quath_4 = db.inputs.a_quath_4
db.outputs.a_quatd_4_array = db.inputs.a_quatd_4_array
db.outputs.a_quatf_4_array = db.inputs.a_quatf_4_array
db.outputs.a_quath_4_array = db.inputs.a_quath_4_array
db.outputs.a_string = db.inputs.a_string
db.outputs.a_target = db.inputs.a_target
db.outputs.a_texcoordd_2 = db.inputs.a_texcoordd_2
db.outputs.a_texcoordd_3 = db.inputs.a_texcoordd_3
db.outputs.a_texcoordf_2 = db.inputs.a_texcoordf_2
db.outputs.a_texcoordf_3 = db.inputs.a_texcoordf_3
db.outputs.a_texcoordh_2 = db.inputs.a_texcoordh_2
db.outputs.a_texcoordh_3 = db.inputs.a_texcoordh_3
db.outputs.a_texcoordd_2_array = db.inputs.a_texcoordd_2_array
db.outputs.a_texcoordd_3_array = db.inputs.a_texcoordd_3_array
db.outputs.a_texcoordf_2_array = db.inputs.a_texcoordf_2_array
db.outputs.a_texcoordf_3_array = db.inputs.a_texcoordf_3_array
db.outputs.a_texcoordh_2_array = db.inputs.a_texcoordh_2_array
db.outputs.a_texcoordh_3_array = db.inputs.a_texcoordh_3_array
db.outputs.a_timecode = db.inputs.a_timecode
db.outputs.a_timecode_array = db.inputs.a_timecode_array
db.outputs.a_token = db.inputs.a_token
db.outputs.a_token_array = db.inputs.a_token_array
db.outputs.a_uchar = db.inputs.a_uchar
db.outputs.a_uchar_array = db.inputs.a_uchar_array
db.outputs.a_uint = db.inputs.a_uint
db.outputs.a_uint_array = db.inputs.a_uint_array
db.outputs.a_uint64 = db.inputs.a_uint64
db.outputs.a_uint64_array = db.inputs.a_uint64_array
db.outputs.a_vectord_3 = db.inputs.a_vectord_3
db.outputs.a_vectorf_3 = db.inputs.a_vectorf_3
db.outputs.a_vectorh_3 = db.inputs.a_vectorh_3
db.outputs.a_vectord_3_array = db.inputs.a_vectord_3_array
db.outputs.a_vectorf_3_array = db.inputs.a_vectorf_3_array
db.outputs.a_vectorh_3_array = db.inputs.a_vectorh_3_array
# Copy inputs of all kinds to the output bundle. The test should connect a bundle with all types of attributes
# so that every data type is exercised.
output_bundle = db.outputs.a_bundle
state_bundle = db.state.a_bundle
for bundled_attribute in db.inputs.a_bundle.attributes:
# By copying each attribute individually rather than doing a bundle copy all of the data types
# encapsulated by that bundle are exercised.
new_output = output_bundle.insert(bundled_attribute)
new_state = state_bundle.insert(bundled_attribute)
new_output.copy_data(bundled_attribute)
new_state.copy_data(bundled_attribute)
# State attributes take on the input values the first time they evaluate, zeroes on subsequent evaluations.
# The a_firstEvaluation attribute is used as the gating state information to decide when evaluation needs to
# happen again.
if db.state.a_firstEvaluation:
db.state.a_firstEvaluation = False
db.state.a_bool = db.inputs.a_bool
db.state.a_bool_array = db.inputs.a_bool_array
db.state.a_colord_3 = db.inputs.a_colord_3
db.state.a_colord_4 = db.inputs.a_colord_4
db.state.a_colorf_3 = db.inputs.a_colorf_3
db.state.a_colorf_4 = db.inputs.a_colorf_4
db.state.a_colorh_3 = db.inputs.a_colorh_3
db.state.a_colorh_4 = db.inputs.a_colorh_4
db.state.a_colord_3_array = db.inputs.a_colord_3_array
db.state.a_colord_4_array = db.inputs.a_colord_4_array
db.state.a_colorf_3_array = db.inputs.a_colorf_3_array
db.state.a_colorf_4_array = db.inputs.a_colorf_4_array
db.state.a_colorh_3_array = db.inputs.a_colorh_3_array
db.state.a_colorh_4_array = db.inputs.a_colorh_4_array
db.state.a_double = db.inputs.a_double
db.state.a_double_2 = db.inputs.a_double_2
db.state.a_double_3 = db.inputs.a_double_3
db.state.a_double_4 = db.inputs.a_double_4
db.state.a_double_array = db.inputs.a_double_array
db.state.a_double_2_array = db.inputs.a_double_2_array
db.state.a_double_3_array = db.inputs.a_double_3_array
db.state.a_double_4_array = db.inputs.a_double_4_array
db.state.a_execution = db.inputs.a_execution
db.state.a_float = db.inputs.a_float
db.state.a_float_2 = db.inputs.a_float_2
db.state.a_float_3 = db.inputs.a_float_3
db.state.a_float_4 = db.inputs.a_float_4
db.state.a_float_array = db.inputs.a_float_array
db.state.a_float_2_array = db.inputs.a_float_2_array
db.state.a_float_3_array = db.inputs.a_float_3_array
db.state.a_float_4_array = db.inputs.a_float_4_array
db.state.a_frame_4 = db.inputs.a_frame_4
db.state.a_frame_4_array = db.inputs.a_frame_4_array
db.state.a_half = db.inputs.a_half
db.state.a_half_2 = db.inputs.a_half_2
db.state.a_half_3 = db.inputs.a_half_3
db.state.a_half_4 = db.inputs.a_half_4
db.state.a_half_array = db.inputs.a_half_array
db.state.a_half_2_array = db.inputs.a_half_2_array
db.state.a_half_3_array = db.inputs.a_half_3_array
db.state.a_half_4_array = db.inputs.a_half_4_array
db.state.a_int = db.inputs.a_int
db.state.a_int_2 = db.inputs.a_int_2
db.state.a_int_3 = db.inputs.a_int_3
db.state.a_int_4 = db.inputs.a_int_4
db.state.a_int_array = db.inputs.a_int_array
db.state.a_int_2_array = db.inputs.a_int_2_array
db.state.a_int_3_array = db.inputs.a_int_3_array
db.state.a_int_4_array = db.inputs.a_int_4_array
db.state.a_int64 = db.inputs.a_int64
db.state.a_int64_array = db.inputs.a_int64_array
db.state.a_matrixd_2 = db.inputs.a_matrixd_2
db.state.a_matrixd_3 = db.inputs.a_matrixd_3
db.state.a_matrixd_4 = db.inputs.a_matrixd_4
db.state.a_matrixd_2_array = db.inputs.a_matrixd_2_array
db.state.a_matrixd_3_array = db.inputs.a_matrixd_3_array
db.state.a_matrixd_4_array = db.inputs.a_matrixd_4_array
db.state.a_normald_3 = db.inputs.a_normald_3
db.state.a_normalf_3 = db.inputs.a_normalf_3
db.state.a_normalh_3 = db.inputs.a_normalh_3
db.state.a_normald_3_array = db.inputs.a_normald_3_array
db.state.a_normalf_3_array = db.inputs.a_normalf_3_array
db.state.a_normalh_3_array = db.inputs.a_normalh_3_array
db.state.a_objectId = db.inputs.a_objectId
db.state.a_objectId_array = db.inputs.a_objectId_array
db.state.a_path = db.inputs.a_path
db.state.a_pointd_3 = db.inputs.a_pointd_3
db.state.a_pointf_3 = db.inputs.a_pointf_3
db.state.a_pointh_3 = db.inputs.a_pointh_3
db.state.a_pointd_3_array = db.inputs.a_pointd_3_array
db.state.a_pointf_3_array = db.inputs.a_pointf_3_array
db.state.a_pointh_3_array = db.inputs.a_pointh_3_array
db.state.a_quatd_4 = db.inputs.a_quatd_4
db.state.a_quatf_4 = db.inputs.a_quatf_4
db.state.a_quath_4 = db.inputs.a_quath_4
db.state.a_quatd_4_array = db.inputs.a_quatd_4_array
db.state.a_quatf_4_array = db.inputs.a_quatf_4_array
db.state.a_quath_4_array = db.inputs.a_quath_4_array
db.state.a_string = db.inputs.a_string
db.state.a_stringEmpty = db.inputs.a_string
db.state.a_target = db.inputs.a_target
db.state.a_texcoordd_2 = db.inputs.a_texcoordd_2
db.state.a_texcoordd_3 = db.inputs.a_texcoordd_3
db.state.a_texcoordf_2 = db.inputs.a_texcoordf_2
db.state.a_texcoordf_3 = db.inputs.a_texcoordf_3
db.state.a_texcoordh_2 = db.inputs.a_texcoordh_2
db.state.a_texcoordh_3 = db.inputs.a_texcoordh_3
db.state.a_texcoordd_2_array = db.inputs.a_texcoordd_2_array
db.state.a_texcoordd_3_array = db.inputs.a_texcoordd_3_array
db.state.a_texcoordf_2_array = db.inputs.a_texcoordf_2_array
db.state.a_texcoordf_3_array = db.inputs.a_texcoordf_3_array
db.state.a_texcoordh_2_array = db.inputs.a_texcoordh_2_array
db.state.a_texcoordh_3_array = db.inputs.a_texcoordh_3_array
db.state.a_timecode = db.inputs.a_timecode
db.state.a_timecode_array = db.inputs.a_timecode_array
db.state.a_token = db.inputs.a_token
db.state.a_token_array = db.inputs.a_token_array
db.state.a_uchar = db.inputs.a_uchar
db.state.a_uchar_array = db.inputs.a_uchar_array
db.state.a_uint = db.inputs.a_uint
db.state.a_uint_array = db.inputs.a_uint_array
db.state.a_uint64 = db.inputs.a_uint64
db.state.a_uint64_array = db.inputs.a_uint64_array
db.state.a_vectord_3 = db.inputs.a_vectord_3
db.state.a_vectorf_3 = db.inputs.a_vectorf_3
db.state.a_vectorh_3 = db.inputs.a_vectorh_3
db.state.a_vectord_3_array = db.inputs.a_vectord_3_array
db.state.a_vectorf_3_array = db.inputs.a_vectorf_3_array
db.state.a_vectorh_3_array = db.inputs.a_vectorh_3_array
else:
db.state.a_bool = False
db.state.a_bool_array = []
db.state.a_colord_3 = [0.0, 0.0, 0.0]
db.state.a_colord_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_colorf_3 = [0.0, 0.0, 0.0]
db.state.a_colorf_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_colorh_3 = [0.0, 0.0, 0.0]
db.state.a_colorh_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_colord_3_array = []
db.state.a_colord_4_array = []
db.state.a_colorf_3_array = []
db.state.a_colorf_4_array = []
db.state.a_colorh_3_array = []
db.state.a_colorh_4_array = []
db.state.a_double = 0.0
db.state.a_double_2 = [0.0, 0.0]
db.state.a_double_3 = [0.0, 0.0, 0.0]
db.state.a_double_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_double_array = []
db.state.a_double_2_array = []
db.state.a_double_3_array = []
db.state.a_double_4_array = []
db.state.a_execution = 0
db.state.a_float = 0.0
db.state.a_float_2 = [0.0, 0.0]
db.state.a_float_3 = [0.0, 0.0, 0.0]
db.state.a_float_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_float_array = []
db.state.a_float_2_array = []
db.state.a_float_3_array = []
db.state.a_float_4_array = []
db.state.a_frame_4 = [
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
]
db.state.a_frame_4_array = []
db.state.a_half = 0.0
db.state.a_half_2 = [0.0, 0.0]
db.state.a_half_3 = [0.0, 0.0, 0.0]
db.state.a_half_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_half_array = []
db.state.a_half_2_array = []
db.state.a_half_3_array = []
db.state.a_half_4_array = []
db.state.a_int = 0
db.state.a_int_2 = [0, 0]
db.state.a_int_3 = [0, 0, 0]
db.state.a_int_4 = [0, 0, 0, 0]
db.state.a_int_array = []
db.state.a_int_2_array = []
db.state.a_int_3_array = []
db.state.a_int_4_array = []
db.state.a_int64 = 0
db.state.a_int64_array = []
db.state.a_matrixd_2 = [[0.0, 0.0], [0.0, 0.0]]
db.state.a_matrixd_3 = [[0.0, 0.0, 0.0], [0.0, 0.0, 0.0], [0.0, 0.0, 0.0]]
db.state.a_matrixd_4 = [
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
]
db.state.a_matrixd_2_array = []
db.state.a_matrixd_3_array = []
db.state.a_matrixd_4_array = []
db.state.a_normald_3 = [0.0, 0.0, 0.0]
db.state.a_normalf_3 = [0.0, 0.0, 0.0]
db.state.a_normalh_3 = [0.0, 0.0, 0.0]
db.state.a_normald_3_array = []
db.state.a_normalf_3_array = []
db.state.a_normalh_3_array = []
db.state.a_objectId = 0
db.state.a_objectId_array = []
db.outputs.a_path = ""
db.state.a_pointd_3 = [0.0, 0.0, 0.0]
db.state.a_pointf_3 = [0.0, 0.0, 0.0]
db.state.a_pointh_3 = [0.0, 0.0, 0.0]
db.state.a_pointd_3_array = []
db.state.a_pointf_3_array = []
db.state.a_pointh_3_array = []
db.state.a_quatd_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_quatf_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_quath_4 = [0.0, 0.0, 0.0, 0.0]
db.state.a_quatd_4_array = []
db.state.a_quatf_4_array = []
db.state.a_quath_4_array = []
db.state.a_string = ""
db.state.a_stringEmpty = ""
db.state.a_target = []
db.state.a_texcoordd_2 = [0.0, 0.0]
db.state.a_texcoordd_3 = [0.0, 0.0, 0.0]
db.state.a_texcoordf_2 = [0.0, 0.0]
db.state.a_texcoordf_3 = [0.0, 0.0, 0.0]
db.state.a_texcoordh_2 = [0.0, 0.0]
db.state.a_texcoordh_3 = [0.0, 0.0, 0.0]
db.state.a_texcoordd_2_array = []
db.state.a_texcoordd_3_array = []
db.state.a_texcoordf_2_array = []
db.state.a_texcoordf_3_array = []
db.state.a_texcoordh_2_array = []
db.state.a_texcoordh_3_array = []
db.state.a_timecode = 0.0
db.state.a_timecode_array = []
db.state.a_token = ""
db.state.a_token_array = []
db.state.a_uchar = 0
db.state.a_uchar_array = []
db.state.a_uint = 0
db.state.a_uint_array = []
db.state.a_uint64 = 0
db.state.a_uint64_array = []
db.state.a_vectord_3 = [0.0, 0.0, 0.0]
db.state.a_vectorf_3 = [0.0, 0.0, 0.0]
db.state.a_vectorh_3 = [0.0, 0.0, 0.0]
db.state.a_vectord_3_array = []
db.state.a_vectorf_3_array = []
db.state.a_vectorh_3_array = []
return True
| 19,720 | Python | 43.217489 | 118 | 0.572363 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestAllowedTokens.py | """
Implementation of an OmniGraph node that contains attributes with the allowedTokens metadata
"""
import omni.graph.tools.ogn as ogn
class OgnTestAllowedTokens:
@staticmethod
def compute(db):
allowed_simple = db.attributes.inputs.simpleTokens.get_metadata(ogn.MetadataKeys.ALLOWED_TOKENS).split(",")
allowed_special = db.attributes.inputs.specialTokens.get_metadata(ogn.MetadataKeys.ALLOWED_TOKENS).split(",")
assert db.tokens.red in allowed_simple
assert db.tokens.green in allowed_simple
assert db.tokens.blue in allowed_simple
assert db.tokens.lt in allowed_special
assert db.tokens.gt in allowed_special
db.outputs.combinedTokens = f"{db.inputs.simpleTokens}{db.inputs.specialTokens}"
return True
| 790 | Python | 33.391303 | 117 | 0.724051 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestNanInfPy.py | """
This node is meant to exercise data access for nan and inf values for all types in which they are valid
"""
class OgnTestNanInfPy:
@staticmethod
def compute(db) -> bool:
"""Copy the input to the output of the same name to verify assignment works"""
db.outputs.a_colord3_inf = db.inputs.a_colord3_inf
db.outputs.a_colord3_ninf = db.inputs.a_colord3_ninf
db.outputs.a_colord3_nan = db.inputs.a_colord3_nan
db.outputs.a_colord3_snan = db.inputs.a_colord3_snan
db.outputs.a_colord4_inf = db.inputs.a_colord4_inf
db.outputs.a_colord4_ninf = db.inputs.a_colord4_ninf
db.outputs.a_colord4_nan = db.inputs.a_colord4_nan
db.outputs.a_colord4_snan = db.inputs.a_colord4_snan
db.outputs.a_colord3_array_inf = db.inputs.a_colord3_array_inf
db.outputs.a_colord3_array_ninf = db.inputs.a_colord3_array_ninf
db.outputs.a_colord3_array_nan = db.inputs.a_colord3_array_nan
db.outputs.a_colord3_array_snan = db.inputs.a_colord3_array_snan
db.outputs.a_colord4_array_inf = db.inputs.a_colord4_array_inf
db.outputs.a_colord4_array_ninf = db.inputs.a_colord4_array_ninf
db.outputs.a_colord4_array_nan = db.inputs.a_colord4_array_nan
db.outputs.a_colord4_array_snan = db.inputs.a_colord4_array_snan
db.outputs.a_colorf3_inf = db.inputs.a_colorf3_inf
db.outputs.a_colorf3_ninf = db.inputs.a_colorf3_ninf
db.outputs.a_colorf3_nan = db.inputs.a_colorf3_nan
db.outputs.a_colorf3_snan = db.inputs.a_colorf3_snan
db.outputs.a_colorf4_inf = db.inputs.a_colorf4_inf
db.outputs.a_colorf4_ninf = db.inputs.a_colorf4_ninf
db.outputs.a_colorf4_nan = db.inputs.a_colorf4_nan
db.outputs.a_colorf4_snan = db.inputs.a_colorf4_snan
db.outputs.a_colorf3_array_inf = db.inputs.a_colorf3_array_inf
db.outputs.a_colorf3_array_ninf = db.inputs.a_colorf3_array_ninf
db.outputs.a_colorf3_array_nan = db.inputs.a_colorf3_array_nan
db.outputs.a_colorf3_array_snan = db.inputs.a_colorf3_array_snan
db.outputs.a_colorf4_array_inf = db.inputs.a_colorf4_array_inf
db.outputs.a_colorf4_array_ninf = db.inputs.a_colorf4_array_ninf
db.outputs.a_colorf4_array_nan = db.inputs.a_colorf4_array_nan
db.outputs.a_colorf4_array_snan = db.inputs.a_colorf4_array_snan
db.outputs.a_colorh3_inf = db.inputs.a_colorh3_inf
db.outputs.a_colorh3_ninf = db.inputs.a_colorh3_ninf
db.outputs.a_colorh3_nan = db.inputs.a_colorh3_nan
db.outputs.a_colorh3_snan = db.inputs.a_colorh3_snan
db.outputs.a_colorh4_inf = db.inputs.a_colorh4_inf
db.outputs.a_colorh4_ninf = db.inputs.a_colorh4_ninf
db.outputs.a_colorh4_nan = db.inputs.a_colorh4_nan
db.outputs.a_colorh4_snan = db.inputs.a_colorh4_snan
db.outputs.a_colorh3_array_inf = db.inputs.a_colorh3_array_inf
db.outputs.a_colorh3_array_ninf = db.inputs.a_colorh3_array_ninf
db.outputs.a_colorh3_array_nan = db.inputs.a_colorh3_array_nan
db.outputs.a_colorh3_array_snan = db.inputs.a_colorh3_array_snan
db.outputs.a_colorh4_array_inf = db.inputs.a_colorh4_array_inf
db.outputs.a_colorh4_array_ninf = db.inputs.a_colorh4_array_ninf
db.outputs.a_colorh4_array_nan = db.inputs.a_colorh4_array_nan
db.outputs.a_colorh4_array_snan = db.inputs.a_colorh4_array_snan
db.outputs.a_double_inf = db.inputs.a_double_inf
db.outputs.a_double_ninf = db.inputs.a_double_ninf
db.outputs.a_double_nan = db.inputs.a_double_nan
db.outputs.a_double_snan = db.inputs.a_double_snan
db.outputs.a_double2_inf = db.inputs.a_double2_inf
db.outputs.a_double2_ninf = db.inputs.a_double2_ninf
db.outputs.a_double2_nan = db.inputs.a_double2_nan
db.outputs.a_double2_snan = db.inputs.a_double2_snan
db.outputs.a_double3_inf = db.inputs.a_double3_inf
db.outputs.a_double3_ninf = db.inputs.a_double3_ninf
db.outputs.a_double3_nan = db.inputs.a_double3_nan
db.outputs.a_double3_snan = db.inputs.a_double3_snan
db.outputs.a_double4_inf = db.inputs.a_double4_inf
db.outputs.a_double4_ninf = db.inputs.a_double4_ninf
db.outputs.a_double4_nan = db.inputs.a_double4_nan
db.outputs.a_double4_snan = db.inputs.a_double4_snan
db.outputs.a_double_array_inf = db.inputs.a_double_array_inf
db.outputs.a_double_array_ninf = db.inputs.a_double_array_ninf
db.outputs.a_double_array_nan = db.inputs.a_double_array_nan
db.outputs.a_double_array_snan = db.inputs.a_double_array_snan
db.outputs.a_double2_array_inf = db.inputs.a_double2_array_inf
db.outputs.a_double2_array_ninf = db.inputs.a_double2_array_ninf
db.outputs.a_double2_array_nan = db.inputs.a_double2_array_nan
db.outputs.a_double2_array_snan = db.inputs.a_double2_array_snan
db.outputs.a_double3_array_inf = db.inputs.a_double3_array_inf
db.outputs.a_double3_array_ninf = db.inputs.a_double3_array_ninf
db.outputs.a_double3_array_nan = db.inputs.a_double3_array_nan
db.outputs.a_double3_array_snan = db.inputs.a_double3_array_snan
db.outputs.a_double4_array_inf = db.inputs.a_double4_array_inf
db.outputs.a_double4_array_ninf = db.inputs.a_double4_array_ninf
db.outputs.a_double4_array_nan = db.inputs.a_double4_array_nan
db.outputs.a_double4_array_snan = db.inputs.a_double4_array_snan
db.outputs.a_float_inf = db.inputs.a_float_inf
db.outputs.a_float_ninf = db.inputs.a_float_ninf
db.outputs.a_float_nan = db.inputs.a_float_nan
db.outputs.a_float_snan = db.inputs.a_float_snan
db.outputs.a_float2_inf = db.inputs.a_float2_inf
db.outputs.a_float2_ninf = db.inputs.a_float2_ninf
db.outputs.a_float2_nan = db.inputs.a_float2_nan
db.outputs.a_float2_snan = db.inputs.a_float2_snan
db.outputs.a_float3_inf = db.inputs.a_float3_inf
db.outputs.a_float3_ninf = db.inputs.a_float3_ninf
db.outputs.a_float3_nan = db.inputs.a_float3_nan
db.outputs.a_float3_snan = db.inputs.a_float3_snan
db.outputs.a_float4_inf = db.inputs.a_float4_inf
db.outputs.a_float4_ninf = db.inputs.a_float4_ninf
db.outputs.a_float4_nan = db.inputs.a_float4_nan
db.outputs.a_float4_snan = db.inputs.a_float4_snan
db.outputs.a_float_array_inf = db.inputs.a_float_array_inf
db.outputs.a_float_array_ninf = db.inputs.a_float_array_ninf
db.outputs.a_float_array_nan = db.inputs.a_float_array_nan
db.outputs.a_float_array_snan = db.inputs.a_float_array_snan
db.outputs.a_float2_array_inf = db.inputs.a_float2_array_inf
db.outputs.a_float2_array_ninf = db.inputs.a_float2_array_ninf
db.outputs.a_float2_array_nan = db.inputs.a_float2_array_nan
db.outputs.a_float2_array_snan = db.inputs.a_float2_array_snan
db.outputs.a_float3_array_inf = db.inputs.a_float3_array_inf
db.outputs.a_float3_array_ninf = db.inputs.a_float3_array_ninf
db.outputs.a_float3_array_nan = db.inputs.a_float3_array_nan
db.outputs.a_float3_array_snan = db.inputs.a_float3_array_snan
db.outputs.a_float4_array_inf = db.inputs.a_float4_array_inf
db.outputs.a_float4_array_ninf = db.inputs.a_float4_array_ninf
db.outputs.a_float4_array_nan = db.inputs.a_float4_array_nan
db.outputs.a_float4_array_snan = db.inputs.a_float4_array_snan
db.outputs.a_frame4_inf = db.inputs.a_frame4_inf
db.outputs.a_frame4_ninf = db.inputs.a_frame4_ninf
db.outputs.a_frame4_nan = db.inputs.a_frame4_nan
db.outputs.a_frame4_snan = db.inputs.a_frame4_snan
db.outputs.a_frame4_array_inf = db.inputs.a_frame4_array_inf
db.outputs.a_frame4_array_ninf = db.inputs.a_frame4_array_ninf
db.outputs.a_frame4_array_nan = db.inputs.a_frame4_array_nan
db.outputs.a_frame4_array_snan = db.inputs.a_frame4_array_snan
db.outputs.a_half_inf = db.inputs.a_half_inf
db.outputs.a_half_ninf = db.inputs.a_half_ninf
db.outputs.a_half_nan = db.inputs.a_half_nan
db.outputs.a_half_snan = db.inputs.a_half_snan
db.outputs.a_half2_inf = db.inputs.a_half2_inf
db.outputs.a_half2_ninf = db.inputs.a_half2_ninf
db.outputs.a_half2_nan = db.inputs.a_half2_nan
db.outputs.a_half2_snan = db.inputs.a_half2_snan
db.outputs.a_half3_inf = db.inputs.a_half3_inf
db.outputs.a_half3_ninf = db.inputs.a_half3_ninf
db.outputs.a_half3_nan = db.inputs.a_half3_nan
db.outputs.a_half3_snan = db.inputs.a_half3_snan
db.outputs.a_half4_inf = db.inputs.a_half4_inf
db.outputs.a_half4_ninf = db.inputs.a_half4_ninf
db.outputs.a_half4_nan = db.inputs.a_half4_nan
db.outputs.a_half4_snan = db.inputs.a_half4_snan
db.outputs.a_half_array_inf = db.inputs.a_half_array_inf
db.outputs.a_half_array_ninf = db.inputs.a_half_array_ninf
db.outputs.a_half_array_nan = db.inputs.a_half_array_nan
db.outputs.a_half_array_snan = db.inputs.a_half_array_snan
db.outputs.a_half2_array_inf = db.inputs.a_half2_array_inf
db.outputs.a_half2_array_ninf = db.inputs.a_half2_array_ninf
db.outputs.a_half2_array_nan = db.inputs.a_half2_array_nan
db.outputs.a_half2_array_snan = db.inputs.a_half2_array_snan
db.outputs.a_half3_array_inf = db.inputs.a_half3_array_inf
db.outputs.a_half3_array_ninf = db.inputs.a_half3_array_ninf
db.outputs.a_half3_array_nan = db.inputs.a_half3_array_nan
db.outputs.a_half3_array_snan = db.inputs.a_half3_array_snan
db.outputs.a_half4_array_inf = db.inputs.a_half4_array_inf
db.outputs.a_half4_array_ninf = db.inputs.a_half4_array_ninf
db.outputs.a_half4_array_nan = db.inputs.a_half4_array_nan
db.outputs.a_half4_array_snan = db.inputs.a_half4_array_snan
db.outputs.a_matrixd2_inf = db.inputs.a_matrixd2_inf
db.outputs.a_matrixd2_ninf = db.inputs.a_matrixd2_ninf
db.outputs.a_matrixd2_nan = db.inputs.a_matrixd2_nan
db.outputs.a_matrixd2_snan = db.inputs.a_matrixd2_snan
db.outputs.a_matrixd3_inf = db.inputs.a_matrixd3_inf
db.outputs.a_matrixd3_ninf = db.inputs.a_matrixd3_ninf
db.outputs.a_matrixd3_nan = db.inputs.a_matrixd3_nan
db.outputs.a_matrixd3_snan = db.inputs.a_matrixd3_snan
db.outputs.a_matrixd4_inf = db.inputs.a_matrixd4_inf
db.outputs.a_matrixd4_ninf = db.inputs.a_matrixd4_ninf
db.outputs.a_matrixd4_nan = db.inputs.a_matrixd4_nan
db.outputs.a_matrixd4_snan = db.inputs.a_matrixd4_snan
db.outputs.a_matrixd2_array_inf = db.inputs.a_matrixd2_array_inf
db.outputs.a_matrixd2_array_ninf = db.inputs.a_matrixd2_array_ninf
db.outputs.a_matrixd2_array_nan = db.inputs.a_matrixd2_array_nan
db.outputs.a_matrixd2_array_snan = db.inputs.a_matrixd2_array_snan
db.outputs.a_matrixd3_array_inf = db.inputs.a_matrixd3_array_inf
db.outputs.a_matrixd3_array_ninf = db.inputs.a_matrixd3_array_ninf
db.outputs.a_matrixd3_array_nan = db.inputs.a_matrixd3_array_nan
db.outputs.a_matrixd3_array_snan = db.inputs.a_matrixd3_array_snan
db.outputs.a_matrixd4_array_inf = db.inputs.a_matrixd4_array_inf
db.outputs.a_matrixd4_array_ninf = db.inputs.a_matrixd4_array_ninf
db.outputs.a_matrixd4_array_nan = db.inputs.a_matrixd4_array_nan
db.outputs.a_matrixd4_array_snan = db.inputs.a_matrixd4_array_snan
db.outputs.a_normald3_inf = db.inputs.a_normald3_inf
db.outputs.a_normald3_ninf = db.inputs.a_normald3_ninf
db.outputs.a_normald3_nan = db.inputs.a_normald3_nan
db.outputs.a_normald3_snan = db.inputs.a_normald3_snan
db.outputs.a_normald3_array_inf = db.inputs.a_normald3_array_inf
db.outputs.a_normald3_array_ninf = db.inputs.a_normald3_array_ninf
db.outputs.a_normald3_array_nan = db.inputs.a_normald3_array_nan
db.outputs.a_normald3_array_snan = db.inputs.a_normald3_array_snan
db.outputs.a_normalf3_inf = db.inputs.a_normalf3_inf
db.outputs.a_normalf3_ninf = db.inputs.a_normalf3_ninf
db.outputs.a_normalf3_nan = db.inputs.a_normalf3_nan
db.outputs.a_normalf3_snan = db.inputs.a_normalf3_snan
db.outputs.a_normalf3_array_inf = db.inputs.a_normalf3_array_inf
db.outputs.a_normalf3_array_ninf = db.inputs.a_normalf3_array_ninf
db.outputs.a_normalf3_array_nan = db.inputs.a_normalf3_array_nan
db.outputs.a_normalf3_array_snan = db.inputs.a_normalf3_array_snan
db.outputs.a_normalh3_inf = db.inputs.a_normalh3_inf
db.outputs.a_normalh3_ninf = db.inputs.a_normalh3_ninf
db.outputs.a_normalh3_nan = db.inputs.a_normalh3_nan
db.outputs.a_normalh3_snan = db.inputs.a_normalh3_snan
db.outputs.a_normalh3_array_inf = db.inputs.a_normalh3_array_inf
db.outputs.a_normalh3_array_ninf = db.inputs.a_normalh3_array_ninf
db.outputs.a_normalh3_array_nan = db.inputs.a_normalh3_array_nan
db.outputs.a_normalh3_array_snan = db.inputs.a_normalh3_array_snan
db.outputs.a_pointd3_inf = db.inputs.a_pointd3_inf
db.outputs.a_pointd3_ninf = db.inputs.a_pointd3_ninf
db.outputs.a_pointd3_nan = db.inputs.a_pointd3_nan
db.outputs.a_pointd3_snan = db.inputs.a_pointd3_snan
db.outputs.a_pointd3_array_inf = db.inputs.a_pointd3_array_inf
db.outputs.a_pointd3_array_ninf = db.inputs.a_pointd3_array_ninf
db.outputs.a_pointd3_array_nan = db.inputs.a_pointd3_array_nan
db.outputs.a_pointd3_array_snan = db.inputs.a_pointd3_array_snan
db.outputs.a_pointf3_inf = db.inputs.a_pointf3_inf
db.outputs.a_pointf3_ninf = db.inputs.a_pointf3_ninf
db.outputs.a_pointf3_nan = db.inputs.a_pointf3_nan
db.outputs.a_pointf3_snan = db.inputs.a_pointf3_snan
db.outputs.a_pointf3_array_inf = db.inputs.a_pointf3_array_inf
db.outputs.a_pointf3_array_ninf = db.inputs.a_pointf3_array_ninf
db.outputs.a_pointf3_array_nan = db.inputs.a_pointf3_array_nan
db.outputs.a_pointf3_array_snan = db.inputs.a_pointf3_array_snan
db.outputs.a_pointh3_inf = db.inputs.a_pointh3_inf
db.outputs.a_pointh3_ninf = db.inputs.a_pointh3_ninf
db.outputs.a_pointh3_nan = db.inputs.a_pointh3_nan
db.outputs.a_pointh3_snan = db.inputs.a_pointh3_snan
db.outputs.a_pointh3_array_inf = db.inputs.a_pointh3_array_inf
db.outputs.a_pointh3_array_ninf = db.inputs.a_pointh3_array_ninf
db.outputs.a_pointh3_array_nan = db.inputs.a_pointh3_array_nan
db.outputs.a_pointh3_array_snan = db.inputs.a_pointh3_array_snan
db.outputs.a_quatd4_inf = db.inputs.a_quatd4_inf
db.outputs.a_quatd4_ninf = db.inputs.a_quatd4_ninf
db.outputs.a_quatd4_nan = db.inputs.a_quatd4_nan
db.outputs.a_quatd4_snan = db.inputs.a_quatd4_snan
db.outputs.a_quatd4_array_inf = db.inputs.a_quatd4_array_inf
db.outputs.a_quatd4_array_ninf = db.inputs.a_quatd4_array_ninf
db.outputs.a_quatd4_array_nan = db.inputs.a_quatd4_array_nan
db.outputs.a_quatd4_array_snan = db.inputs.a_quatd4_array_snan
db.outputs.a_quatf4_inf = db.inputs.a_quatf4_inf
db.outputs.a_quatf4_ninf = db.inputs.a_quatf4_ninf
db.outputs.a_quatf4_nan = db.inputs.a_quatf4_nan
db.outputs.a_quatf4_snan = db.inputs.a_quatf4_snan
db.outputs.a_quatf4_array_inf = db.inputs.a_quatf4_array_inf
db.outputs.a_quatf4_array_ninf = db.inputs.a_quatf4_array_ninf
db.outputs.a_quatf4_array_nan = db.inputs.a_quatf4_array_nan
db.outputs.a_quatf4_array_snan = db.inputs.a_quatf4_array_snan
db.outputs.a_quath4_inf = db.inputs.a_quath4_inf
db.outputs.a_quath4_ninf = db.inputs.a_quath4_ninf
db.outputs.a_quath4_nan = db.inputs.a_quath4_nan
db.outputs.a_quath4_snan = db.inputs.a_quath4_snan
db.outputs.a_quath4_array_inf = db.inputs.a_quath4_array_inf
db.outputs.a_quath4_array_ninf = db.inputs.a_quath4_array_ninf
db.outputs.a_quath4_array_nan = db.inputs.a_quath4_array_nan
db.outputs.a_quath4_array_snan = db.inputs.a_quath4_array_snan
db.outputs.a_texcoordd2_inf = db.inputs.a_texcoordd2_inf
db.outputs.a_texcoordd2_ninf = db.inputs.a_texcoordd2_ninf
db.outputs.a_texcoordd2_nan = db.inputs.a_texcoordd2_nan
db.outputs.a_texcoordd2_snan = db.inputs.a_texcoordd2_snan
db.outputs.a_texcoordd3_inf = db.inputs.a_texcoordd3_inf
db.outputs.a_texcoordd3_ninf = db.inputs.a_texcoordd3_ninf
db.outputs.a_texcoordd3_nan = db.inputs.a_texcoordd3_nan
db.outputs.a_texcoordd3_snan = db.inputs.a_texcoordd3_snan
db.outputs.a_texcoordd2_array_inf = db.inputs.a_texcoordd2_array_inf
db.outputs.a_texcoordd2_array_ninf = db.inputs.a_texcoordd2_array_ninf
db.outputs.a_texcoordd2_array_nan = db.inputs.a_texcoordd2_array_nan
db.outputs.a_texcoordd2_array_snan = db.inputs.a_texcoordd2_array_snan
db.outputs.a_texcoordd3_array_inf = db.inputs.a_texcoordd3_array_inf
db.outputs.a_texcoordd3_array_ninf = db.inputs.a_texcoordd3_array_ninf
db.outputs.a_texcoordd3_array_nan = db.inputs.a_texcoordd3_array_nan
db.outputs.a_texcoordd3_array_snan = db.inputs.a_texcoordd3_array_snan
db.outputs.a_texcoordf2_inf = db.inputs.a_texcoordf2_inf
db.outputs.a_texcoordf2_ninf = db.inputs.a_texcoordf2_ninf
db.outputs.a_texcoordf2_nan = db.inputs.a_texcoordf2_nan
db.outputs.a_texcoordf2_snan = db.inputs.a_texcoordf2_snan
db.outputs.a_texcoordf3_inf = db.inputs.a_texcoordf3_inf
db.outputs.a_texcoordf3_ninf = db.inputs.a_texcoordf3_ninf
db.outputs.a_texcoordf3_nan = db.inputs.a_texcoordf3_nan
db.outputs.a_texcoordf3_snan = db.inputs.a_texcoordf3_snan
db.outputs.a_texcoordf2_array_inf = db.inputs.a_texcoordf2_array_inf
db.outputs.a_texcoordf2_array_ninf = db.inputs.a_texcoordf2_array_ninf
db.outputs.a_texcoordf2_array_nan = db.inputs.a_texcoordf2_array_nan
db.outputs.a_texcoordf2_array_snan = db.inputs.a_texcoordf2_array_snan
db.outputs.a_texcoordf3_array_inf = db.inputs.a_texcoordf3_array_inf
db.outputs.a_texcoordf3_array_ninf = db.inputs.a_texcoordf3_array_ninf
db.outputs.a_texcoordf3_array_nan = db.inputs.a_texcoordf3_array_nan
db.outputs.a_texcoordf3_array_snan = db.inputs.a_texcoordf3_array_snan
db.outputs.a_texcoordh2_inf = db.inputs.a_texcoordh2_inf
db.outputs.a_texcoordh2_ninf = db.inputs.a_texcoordh2_ninf
db.outputs.a_texcoordh2_nan = db.inputs.a_texcoordh2_nan
db.outputs.a_texcoordh2_snan = db.inputs.a_texcoordh2_snan
db.outputs.a_texcoordh3_inf = db.inputs.a_texcoordh3_inf
db.outputs.a_texcoordh3_ninf = db.inputs.a_texcoordh3_ninf
db.outputs.a_texcoordh3_nan = db.inputs.a_texcoordh3_nan
db.outputs.a_texcoordh3_snan = db.inputs.a_texcoordh3_snan
db.outputs.a_texcoordh2_array_inf = db.inputs.a_texcoordh2_array_inf
db.outputs.a_texcoordh2_array_ninf = db.inputs.a_texcoordh2_array_ninf
db.outputs.a_texcoordh2_array_nan = db.inputs.a_texcoordh2_array_nan
db.outputs.a_texcoordh2_array_snan = db.inputs.a_texcoordh2_array_snan
db.outputs.a_texcoordh3_array_inf = db.inputs.a_texcoordh3_array_inf
db.outputs.a_texcoordh3_array_ninf = db.inputs.a_texcoordh3_array_ninf
db.outputs.a_texcoordh3_array_nan = db.inputs.a_texcoordh3_array_nan
db.outputs.a_texcoordh3_array_snan = db.inputs.a_texcoordh3_array_snan
db.outputs.a_timecode_inf = db.inputs.a_timecode_inf
db.outputs.a_timecode_ninf = db.inputs.a_timecode_ninf
db.outputs.a_timecode_nan = db.inputs.a_timecode_nan
db.outputs.a_timecode_snan = db.inputs.a_timecode_snan
db.outputs.a_timecode_array_inf = db.inputs.a_timecode_array_inf
db.outputs.a_timecode_array_ninf = db.inputs.a_timecode_array_ninf
db.outputs.a_timecode_array_nan = db.inputs.a_timecode_array_nan
db.outputs.a_timecode_array_snan = db.inputs.a_timecode_array_snan
db.outputs.a_vectord3_inf = db.inputs.a_vectord3_inf
db.outputs.a_vectord3_ninf = db.inputs.a_vectord3_ninf
db.outputs.a_vectord3_nan = db.inputs.a_vectord3_nan
db.outputs.a_vectord3_snan = db.inputs.a_vectord3_snan
db.outputs.a_vectord3_array_inf = db.inputs.a_vectord3_array_inf
db.outputs.a_vectord3_array_ninf = db.inputs.a_vectord3_array_ninf
db.outputs.a_vectord3_array_nan = db.inputs.a_vectord3_array_nan
db.outputs.a_vectord3_array_snan = db.inputs.a_vectord3_array_snan
db.outputs.a_vectorf3_inf = db.inputs.a_vectorf3_inf
db.outputs.a_vectorf3_ninf = db.inputs.a_vectorf3_ninf
db.outputs.a_vectorf3_nan = db.inputs.a_vectorf3_nan
db.outputs.a_vectorf3_snan = db.inputs.a_vectorf3_snan
db.outputs.a_vectorf3_array_inf = db.inputs.a_vectorf3_array_inf
db.outputs.a_vectorf3_array_ninf = db.inputs.a_vectorf3_array_ninf
db.outputs.a_vectorf3_array_nan = db.inputs.a_vectorf3_array_nan
db.outputs.a_vectorf3_array_snan = db.inputs.a_vectorf3_array_snan
db.outputs.a_vectorh3_inf = db.inputs.a_vectorh3_inf
db.outputs.a_vectorh3_ninf = db.inputs.a_vectorh3_ninf
db.outputs.a_vectorh3_nan = db.inputs.a_vectorh3_nan
db.outputs.a_vectorh3_snan = db.inputs.a_vectorh3_snan
db.outputs.a_vectorh3_array_inf = db.inputs.a_vectorh3_array_inf
db.outputs.a_vectorh3_array_ninf = db.inputs.a_vectorh3_array_ninf
db.outputs.a_vectorh3_array_nan = db.inputs.a_vectorh3_array_nan
db.outputs.a_vectorh3_array_snan = db.inputs.a_vectorh3_array_snan
return True
| 22,166 | Python | 51.528436 | 103 | 0.681404 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnBundleConsumerPy.py | """
This node is designed to consume input bundle and test bundle change tracking.
"""
class OgnBundleConsumerPy:
@staticmethod
def compute(db) -> bool:
with db.inputs.bundle.changes() as bundle_changes:
if bundle_changes:
db.outputs.bundle = db.inputs.bundle
db.outputs.hasOutputBundleChanged = True
else:
db.outputs.hasOutputBundleChanged = False
return True
| 460 | Python | 26.117646 | 78 | 0.621739 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnBundleChildConsumerPy.py | """
This node is designed to consume shallow copied child from the bundle child
producer.
"""
class OgnBundleChildConsumerPy:
@staticmethod
def compute(db) -> bool:
input_bundle = db.inputs.bundle
db.outputs.numChildren = input_bundle.bundle.get_child_bundle_count()
surfaces_bundle = input_bundle.bundle.get_child_bundle_by_name("surfaces")
if surfaces_bundle.is_valid():
db.outputs.numSurfaces = surfaces_bundle.get_child_bundle_count()
else:
db.outputs.numSurfaces = 0
| 547 | Python | 29.444443 | 82 | 0.674589 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnPerturbPointsPy.py | """
This is the implementation of the OGN node defined in OgnPerturbPoints.ogn
"""
from contextlib import suppress
import numpy as np
class OgnPerturbPointsPy:
"""
Perturb an array of points by random amounts within a proscribed limit
"""
@staticmethod
def compute(db) -> bool:
"""Compute the outputs from the current input"""
# No points mean nothing to perturb
point_count = len(db.inputs.points)
if point_count == 0:
return True
range_size = db.inputs.maximum - db.inputs.minimum
percent_modified = max(0.0, min(100.0, db.inputs.percentModified))
points_to_modify = int(percent_modified * point_count / 100.0)
# Steal the input to modify directly as output
db.move(db.attributes.outputs.points, db.attributes.inputs.points)
db.outputs.points[0:points_to_modify] = (
db.outputs.points[0:points_to_modify]
+ range_size * np.random.random_sample((points_to_modify, 3))
+ db.inputs.minimum
)
# If the dynamic inputs and outputs exist then they will steal data
with suppress(AttributeError):
db.move(db.attributes.outputs.stolen, db.attributes.inputs.stealMe)
return True
| 1,272 | Python | 30.04878 | 79 | 0.646226 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestTupleArrays.py | """
Test node multiplying tuple arrays by a constant
"""
import numpy as np
class OgnTestTupleArrays:
"""Exercise a sample of complex data types through a Python OmniGraph node"""
@staticmethod
def compute(db) -> bool:
"""Multiply every value in a tuple array by a constant."""
multiplier = db.inputs.multiplier
input_array = db.inputs.float3Array
input_array_size = len(db.inputs.float3Array)
db.outputs.float3Array_size = input_array_size
# If the input array is empty then the output is empty and does not need any computing
if input_array.shape[0] == 0:
db.outputs.float3Array = []
assert db.outputs.float3Array.shape == (0, 3)
return True
db.outputs.float3Array = np.multiply(input_array, multiplier)
return True
| 846 | Python | 28.206896 | 94 | 0.650118 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnComputeErrorPy.py | """
This node generates compute() errors for testing purposes.
"""
import omni.graph.core as og
class OgnComputeErrorPy:
@staticmethod
def initialize(graph_context, node):
attr = node.get_attribute("inputs:deprecatedInInit")
# We would not normally deprecate an attribute this way. It would be done through the .ogn file.
# This is just for testing purposes.
og._internal.deprecate_attribute(attr, "Use 'dummyIn' instead.") # noqa: PLW0212
@staticmethod
def compute(db) -> bool:
db.outputs.dummyOut = db.inputs.dummyIn
severity = db.inputs.severity
if severity == "warning":
db.log_warning(db.inputs.message)
elif severity == "error":
db.log_error(db.inputs.message)
return not db.inputs.failCompute
| 819 | Python | 29.370369 | 104 | 0.655678 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnBundlePropertiesPy.py | """
This node is designed to test bundle properties.
"""
class OgnBundlePropertiesPy:
@staticmethod
def compute(db) -> bool:
bundle_contents = db.inputs.bundle
db.outputs.valid = bundle_contents.valid
| 227 | Python | 19.727271 | 48 | 0.682819 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnBundleChildProducerPy.py | """
This node is designed to shallow copy input bundle as a child in the output.
"""
class OgnBundleChildProducerPy:
@staticmethod
def compute(db) -> bool:
input_bundle = db.inputs.bundle
output_bundle = db.outputs.bundle
# store number of children from the input
db.outputs.numChildren = input_bundle.bundle.get_child_bundle_count()
# create child bundle in the output and shallow copy input
output_bundle.bundle.clear_contents()
output_surfaces = output_bundle.bundle.create_child_bundle("surfaces")
output_surfaces.copy_bundle(input_bundle.bundle)
| 627 | Python | 32.05263 | 78 | 0.69378 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnRandomPointsPy.py | """
This is the implementation of the OGN node defined in OgnRandomPoints.ogn
"""
import numpy as np
class OgnRandomPointsPy:
"""
Generate an array of the specified number of points at random locations within the bounding cube
"""
@staticmethod
def compute(db) -> bool:
"""Compute the outputs from the current input"""
range_size = db.inputs.maximum - db.inputs.minimum
point_count = db.inputs.pointCount
db.outputs.points_size = point_count
if point_count > 0:
db.outputs.points = range_size * np.random.random_sample((point_count, 3)) + db.inputs.minimum
return True
| 654 | Python | 27.47826 | 106 | 0.66208 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnNodeDatabasePy.py | """
This node is designed to test database id.
"""
class OgnNodeDatabasePy:
@staticmethod
def compute(db) -> bool:
db.outputs.id = id(db)
| 156 | Python | 14.699999 | 42 | 0.634615 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnTestSubtract.py | """
Implementation of an OmniGraph node that subtracts a value from a double3 array
"""
class OgnTestSubtract:
@staticmethod
def compute(db):
input_array = db.inputs.in_array
# print(input_array)
_ = db.inputs.value_to_subtract
# print(value_to_subtract)
db.outputs.out_array_size = input_array.shape[0]
output_array = db.outputs.out_array
output_array[:, 1] += 1
return True
| 453 | Python | 21.699999 | 79 | 0.622517 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/nodes/OgnBundleProducerPy.py | """
This node is designed to produce output bundle and test bundle change tracking.
"""
class OgnBundleProducerPy:
@staticmethod
def compute(db) -> bool:
# Enable tracking for output bundle
db.outputs.bundle.changes().activate()
# The output is being mutated by unit test
return True
| 327 | Python | 22.42857 | 79 | 0.672783 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestAddAnyTypeAnyMemory.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:vec', {'type': 'float[3]', 'value': [2.0, 2.0, 2.0]}, True],
['inputs:scalar', {'type': 'float', 'value': 3.0}, True],
],
'outputs': [
['outputs:outCpu', {'type': 'float[3]', 'value': [5.0, 5.0, 5.0]}, False],
['outputs:outGpu', {'type': 'float[3]', 'value': [5.0, 5.0, 5.0]}, True],
],
},
{
'inputs': [
['inputs:vec', {'type': 'float[3]', 'value': [5.0, 5.0, 5.0]}, True],
['inputs:scalar', {'type': 'float', 'value': 10.0}, True],
],
'outputs': [
['outputs:outCpu', {'type': 'float[3]', 'value': [15.0, 15.0, 15.0]}, False],
['outputs:outGpu', {'type': 'float[3]', 'value': [15.0, 15.0, 15.0]}, True],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAddAnyTypeAnyMemory", "omni.graph.test.TestAddAnyTypeAnyMemory", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAddAnyTypeAnyMemory User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAddAnyTypeAnyMemory","omni.graph.test.TestAddAnyTypeAnyMemory", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAddAnyTypeAnyMemory User test case #{i+1}", 16)
async def test_thread_safety(self):
import omni.kit
# Generate multiple instances of the test setup to run them concurrently
instance_setup = dict()
for n in range(24):
instance_setup[f"/TestGraph_{n}"] = _TestGraphAndNode()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
for (key, test_info) in instance_setup.items():
test_info = await _test_setup_scene(self, og.Controller(allow_exists_prim=True), key, "TestNode_omni_graph_test_TestAddAnyTypeAnyMemory", "omni.graph.test.TestAddAnyTypeAnyMemory", test_run, test_info)
self.assertEqual(len(og.get_all_graphs()), 24)
# We want to evaluate all graphs concurrently. Kick them all.
# Evaluate multiple times to skip 2 serial frames and increase chances for a race condition.
for _ in range(10):
await omni.kit.app.get_app().next_update_async()
for (key, test_instance) in instance_setup.items():
_test_verify_scene(self, og.Controller(), test_run, test_info, f"omni.graph.test.TestAddAnyTypeAnyMemory User test case #{i+1}, instance{key}")
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestAddAnyTypeAnyMemoryDatabase import OgnTestAddAnyTypeAnyMemoryDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestAddAnyTypeAnyMemory", "omni.graph.test.TestAddAnyTypeAnyMemory")
})
database = OgnTestAddAnyTypeAnyMemoryDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
| 4,595 | Python | 51.227272 | 217 | 0.623504 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnComputeErrorCpp.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:dummyIn', 3, False],
],
'outputs': [
['outputs:dummyOut', 3, False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_ComputeErrorCpp", "omni.graph.test.ComputeErrorCpp", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.ComputeErrorCpp User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_ComputeErrorCpp","omni.graph.test.ComputeErrorCpp", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.ComputeErrorCpp User test case #{i+1}", 16)
async def test_thread_safety(self):
import omni.kit
# Generate multiple instances of the test setup to run them concurrently
instance_setup = dict()
for n in range(24):
instance_setup[f"/TestGraph_{n}"] = _TestGraphAndNode()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
for (key, test_info) in instance_setup.items():
test_info = await _test_setup_scene(self, og.Controller(allow_exists_prim=True), key, "TestNode_omni_graph_test_ComputeErrorCpp", "omni.graph.test.ComputeErrorCpp", test_run, test_info)
self.assertEqual(len(og.get_all_graphs()), 24)
# We want to evaluate all graphs concurrently. Kick them all.
# Evaluate multiple times to skip 2 serial frames and increase chances for a race condition.
for _ in range(10):
await omni.kit.app.get_app().next_update_async()
for (key, test_instance) in instance_setup.items():
_test_verify_scene(self, og.Controller(), test_run, test_info, f"omni.graph.test.ComputeErrorCpp User test case #{i+1}, instance{key}")
async def test_data_access(self):
from omni.graph.test.ogn.OgnComputeErrorCppDatabase import OgnComputeErrorCppDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_ComputeErrorCpp", "omni.graph.test.ComputeErrorCpp")
})
database = OgnComputeErrorCppDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:deprecatedInInit"))
attribute = test_node.get_attribute("inputs:deprecatedInInit")
db_value = database.inputs.deprecatedInInit
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:deprecatedInOgn"))
attribute = test_node.get_attribute("inputs:deprecatedInOgn")
db_value = database.inputs.deprecatedInOgn
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:dummyIn"))
attribute = test_node.get_attribute("inputs:dummyIn")
db_value = database.inputs.dummyIn
expected_value = 0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:failCompute"))
attribute = test_node.get_attribute("inputs:failCompute")
db_value = database.inputs.failCompute
expected_value = False
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:message"))
attribute = test_node.get_attribute("inputs:message")
db_value = database.inputs.message
expected_value = ""
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:severity"))
attribute = test_node.get_attribute("inputs:severity")
db_value = database.inputs.severity
expected_value = "none"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:dummyOut"))
attribute = test_node.get_attribute("outputs:dummyOut")
db_value = database.outputs.dummyOut
| 5,668 | Python | 47.870689 | 201 | 0.682075 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestAllDataTypesCarb.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:doNotCompute', True, False],
],
'outputs': [
['outputs:a_bool', True, False],
['outputs:a_bool_array', [True, False], False],
['outputs:a_colord_3', [1.5, 2.5, 3.5], False],
['outputs:a_colord_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colorf_3', [1.5, 2.5, 3.5], False],
['outputs:a_colorf_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colorh_3', [1.5, 2.5, 3.5], False],
['outputs:a_colorh_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colord_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colord_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_colorf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colorf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_colorh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colorh_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_double', 1.5, False],
['outputs:a_double_2', [1.5, 2.5], False],
['outputs:a_double_3', [1.5, 2.5, 3.5], False],
['outputs:a_double_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_double_array', [1.5, 2.5], False],
['outputs:a_double_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_double_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_double_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_execution', 2, False],
['outputs:a_float', 1.5, False],
['outputs:a_float_2', [1.5, 2.5], False],
['outputs:a_float_3', [1.5, 2.5, 3.5], False],
['outputs:a_float_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_float_array', [1.5, 2.5], False],
['outputs:a_float_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_float_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_float_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_frame_4', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], False],
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['outputs:a_half', 1.5, False],
['outputs:a_half_2', [1.5, 2.5], False],
['outputs:a_half_3', [1.5, 2.5, 3.5], False],
['outputs:a_half_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_half_array', [1.5, 2.5], False],
['outputs:a_half_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_half_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_half_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_int', 1, False],
['outputs:a_int_2', [1, 2], False],
['outputs:a_int_3', [1, 2, 3], False],
['outputs:a_int_4', [1, 2, 3, 4], False],
['outputs:a_int_array', [1, 2], False],
['outputs:a_int_2_array', [[1, 2], [3, 4]], False],
['outputs:a_int_3_array', [[1, 2, 3], [4, 5, 6]], False],
['outputs:a_int_4_array', [[1, 2, 3, 4], [5, 6, 7, 8]], False],
['outputs:a_int64', 12345, False],
['outputs:a_int64_array', [12345, 23456], False],
['outputs:a_matrixd_2', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_matrixd_3', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5], False],
['outputs:a_matrixd_4', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], False],
['outputs:a_matrixd_2_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_matrixd_3_array', [[1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5], [11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5]], False],
['outputs:a_matrixd_4_array', [[1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], [11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5]], False],
['outputs:a_normald_3', [1.5, 2.5, 3.5], False],
['outputs:a_normalf_3', [1.5, 2.5, 3.5], False],
['outputs:a_normalh_3', [1.5, 2.5, 3.5], False],
['outputs:a_normald_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_normalf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_normalh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_objectId', 2, False],
['outputs:a_objectId_array', [2, 3], False],
['outputs:a_pointd_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointf_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointh_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointd_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_pointf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_pointh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_quatd_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quatf_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quath_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quatd_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_quatf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_quath_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_string', "Snoke", False],
['outputs:a_texcoordd_2', [1.5, 2.5], False],
['outputs:a_texcoordd_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordf_2', [1.5, 2.5], False],
['outputs:a_texcoordf_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordh_2', [1.5, 2.5], False],
['outputs:a_texcoordh_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordd_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordd_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_texcoordf_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_texcoordh_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_timecode', 2.5, False],
['outputs:a_timecode_array', [2.5, 3.5], False],
['outputs:a_token', "Jedi", False],
['outputs:a_token_array', ["Luke", "Skywalker"], False],
['outputs:a_uchar', 2, False],
['outputs:a_uchar_array', [2, 3], False],
['outputs:a_uint', 2, False],
['outputs:a_uint_array', [2, 3], False],
['outputs:a_uint64', 2, False],
['outputs:a_uint64_array', [2, 3], False],
['outputs:a_vectord_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectorf_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectorh_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectord_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_vectorf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_vectorh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
],
},
{
'inputs': [
['inputs:doNotCompute', False, False],
],
'outputs': [
['outputs:a_bool', False, False],
['outputs:a_bool_array', [False, True], False],
['outputs:a_colord_3', [1.0, 2.0, 3.0], False],
['outputs:a_colord_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_colorf_3', [1.0, 2.0, 3.0], False],
['outputs:a_colorf_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_colorh_3', [1.0, 2.0, 3.0], False],
['outputs:a_colorh_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_colord_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_colord_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['outputs:a_colorf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['outputs:a_colorh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_colorh_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
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['outputs:a_double_2', [1.0, 2.0], False],
['outputs:a_double_3', [1.0, 2.0, 3.0], False],
['outputs:a_double_4', [1.0, 2.0, 3.0, 4.0], False],
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['outputs:a_double_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_double_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_double_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
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['outputs:a_float_2', [1.0, 2.0], False],
['outputs:a_float_3', [1.0, 2.0, 3.0], False],
['outputs:a_float_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_float_array', [1.0, 2.0], False],
['outputs:a_float_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_float_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['outputs:a_half_2', [1.0, 2.0], False],
['outputs:a_half_3', [1.0, 2.0, 3.0], False],
['outputs:a_half_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_half_array', [1.0, 2.0], False],
['outputs:a_half_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_half_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['outputs:a_int_4', [1, 2, 3, 4], False],
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['outputs:a_int_3_array', [[1, 2, 3], [4, 5, 6]], False],
['outputs:a_int_4_array', [[1, 2, 3, 4], [5, 6, 7, 8]], False],
['outputs:a_int64', 12345, False],
['outputs:a_int64_array', [12345, 23456], False],
['outputs:a_matrixd_2', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_matrixd_3', [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0], False],
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['outputs:a_normalf_3', [1.0, 2.0, 3.0], False],
['outputs:a_normalh_3', [1.0, 2.0, 3.0], False],
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['outputs:a_normalh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_objectId', 1, False],
['outputs:a_objectId_array', [1, 2], False],
['outputs:a_pointd_3', [1.0, 2.0, 3.0], False],
['outputs:a_pointf_3', [1.0, 2.0, 3.0], False],
['outputs:a_pointh_3', [1.0, 2.0, 3.0], False],
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['outputs:a_pointf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_pointh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_quatd_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_quatf_4', [1.0, 2.0, 3.0, 4.0], False],
['outputs:a_quath_4', [1.0, 2.0, 3.0, 4.0], False],
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['outputs:a_quatf_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['outputs:a_quath_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['outputs:a_string', "Rey", False],
['outputs:a_texcoordd_2', [1.0, 2.0], False],
['outputs:a_texcoordd_3', [1.0, 2.0, 3.0], False],
['outputs:a_texcoordf_2', [1.0, 2.0], False],
['outputs:a_texcoordf_3', [1.0, 2.0, 3.0], False],
['outputs:a_texcoordh_2', [1.0, 2.0], False],
['outputs:a_texcoordh_3', [1.0, 2.0, 3.0], False],
['outputs:a_texcoordd_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_texcoordd_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_texcoordf_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_texcoordf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_texcoordh_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['outputs:a_texcoordh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_timecode', 1.0, False],
['outputs:a_timecode_array', [1.0, 2.0], False],
['outputs:a_token', "Sith", False],
['outputs:a_token_array', ["Kylo", "Ren"], False],
['outputs:a_uchar', 1, False],
['outputs:a_uchar_array', [1, 2], False],
['outputs:a_uint', 1, False],
['outputs:a_uint_array', [1, 2], False],
['outputs:a_uint64', 1, False],
['outputs:a_uint64_array', [1, 2], False],
['outputs:a_vectord_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectorf_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectorh_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectord_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_vectorf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['outputs:a_vectorh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
],
},
{
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['inputs:a_colord_3', [1.25, 2.25, 3.25], False],
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['inputs:a_colorh_3', [1.25, 2.25, 3.25], False],
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['inputs:a_int_array', [11, 12], False],
['inputs:a_int_2_array', [[11, 12], [13, 14]], False],
['inputs:a_int_3_array', [[11, 12, 13], [14, 15, 16]], False],
['inputs:a_int_4_array', [[11, 12, 13, 14], [15, 16, 17, 18]], False],
['inputs:a_int64', 34567, False],
['inputs:a_int64_array', [45678, 56789], False],
['inputs:a_matrixd_2', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_matrixd_3', [1.25, 2.25, 3.25, 11.25, 12.25, 13.25, 21.25, 22.25, 23.25], False],
['inputs:a_matrixd_4', [1.25, 2.25, 3.25, 4.25, 11.25, 12.25, 13.25, 14.25, 21.25, 22.25, 23.25, 24.25, 31.25, 32.25, 33.25, 34.25], False],
['inputs:a_matrixd_2_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_matrixd_3_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25]], False],
['inputs:a_matrixd_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['inputs:a_normald_3', [1.25, 2.25, 3.25], False],
['inputs:a_normalf_3', [1.25, 2.25, 3.25], False],
['inputs:a_normalh_3', [1.25, 2.25, 3.25], False],
['inputs:a_normald_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_normalf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_normalh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_objectId', 3, False],
['inputs:a_objectId_array', [3, 4], False],
['inputs:a_pointd_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointf_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointh_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_pointf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_pointh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_quatd_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quatf_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quath_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quatd_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_quatf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_quath_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_string', "Palpatine", False],
['inputs:a_texcoordd_2', [1.25, 2.25], False],
['inputs:a_texcoordd_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordf_2', [1.25, 2.25], False],
['inputs:a_texcoordf_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordh_2', [1.25, 2.25], False],
['inputs:a_texcoordh_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordd_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_texcoordf_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_texcoordh_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_timecode', 1.25, False],
['inputs:a_timecode_array', [1.25, 2.25], False],
['inputs:a_token', "Rebels", False],
['inputs:a_token_array', ["Han", "Solo"], False],
['inputs:a_uchar', 3, False],
['inputs:a_uchar_array', [3, 4], False],
['inputs:a_uint', 3, False],
['inputs:a_uint_array', [3, 4], False],
['inputs:a_uint64', 3, False],
['inputs:a_uint64_array', [3, 4], False],
['inputs:a_vectord_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectorf_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectorh_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_vectorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_vectorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
],
'outputs': [
['outputs:a_bool', True, False],
['outputs:a_bool_array', [True, True], False],
['outputs:a_colord_3', [1.25, 2.25, 3.25], False],
['outputs:a_colord_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colorf_3', [1.25, 2.25, 3.25], False],
['outputs:a_colorf_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colorh_3', [1.25, 2.25, 3.25], False],
['outputs:a_colorh_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colord_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_colorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colorf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_colorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colorh_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_double', 1.25, False],
['outputs:a_double_2', [1.25, 2.25], False],
['outputs:a_double_3', [1.25, 2.25, 3.25], False],
['outputs:a_double_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_double_array', [1.25, 2.25], False],
['outputs:a_double_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_double_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_double_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_execution', 3, False],
['outputs:a_float', 1.25, False],
['outputs:a_float_2', [1.25, 2.25], False],
['outputs:a_float_3', [1.25, 2.25, 3.25], False],
['outputs:a_float_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_float_array', [1.25, 2.25], False],
['outputs:a_float_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_float_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_float_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_frame_4', [1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], False],
['outputs:a_frame_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['outputs:a_half', 1.25, False],
['outputs:a_half_2', [1.25, 2.25], False],
['outputs:a_half_3', [1.25, 2.25, 3.25], False],
['outputs:a_half_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_half_array', [1.25, 2.25], False],
['outputs:a_half_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_half_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_half_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_int', 11, False],
['outputs:a_int_2', [11, 12], False],
['outputs:a_int_3', [11, 12, 13], False],
['outputs:a_int_4', [11, 12, 13, 14], False],
['outputs:a_int_array', [11, 12], False],
['outputs:a_int_2_array', [[11, 12], [13, 14]], False],
['outputs:a_int_3_array', [[11, 12, 13], [14, 15, 16]], False],
['outputs:a_int_4_array', [[11, 12, 13, 14], [15, 16, 17, 18]], False],
['outputs:a_int64', 34567, False],
['outputs:a_int64_array', [45678, 56789], False],
['outputs:a_matrixd_2', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_matrixd_3', [1.25, 2.25, 3.25, 11.25, 12.25, 13.25, 21.25, 22.25, 23.25], False],
['outputs:a_matrixd_4', [1.25, 2.25, 3.25, 4.25, 11.25, 12.25, 13.25, 14.25, 21.25, 22.25, 23.25, 24.25, 31.25, 32.25, 33.25, 34.25], False],
['outputs:a_matrixd_2_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_matrixd_3_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25]], False],
['outputs:a_matrixd_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['outputs:a_normald_3', [1.25, 2.25, 3.25], False],
['outputs:a_normalf_3', [1.25, 2.25, 3.25], False],
['outputs:a_normalh_3', [1.25, 2.25, 3.25], False],
['outputs:a_normald_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_normalf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_normalh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_objectId', 3, False],
['outputs:a_objectId_array', [3, 4], False],
['outputs:a_pointd_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointf_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointh_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_pointf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_pointh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_quatd_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quatf_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quath_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quatd_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_quatf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_quath_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_string', "Palpatine", False],
['outputs:a_texcoordd_2', [1.25, 2.25], False],
['outputs:a_texcoordd_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordf_2', [1.25, 2.25], False],
['outputs:a_texcoordf_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordh_2', [1.25, 2.25], False],
['outputs:a_texcoordh_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordd_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_texcoordf_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_texcoordh_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_timecode', 1.25, False],
['outputs:a_timecode_array', [1.25, 2.25], False],
['outputs:a_token', "Rebels", False],
['outputs:a_token_array', ["Han", "Solo"], False],
['outputs:a_uchar', 3, False],
['outputs:a_uchar_array', [3, 4], False],
['outputs:a_uint', 3, False],
['outputs:a_uint_array', [3, 4], False],
['outputs:a_uint64', 3, False],
['outputs:a_uint64_array', [3, 4], False],
['outputs:a_vectord_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectorf_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectorh_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_vectorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_vectorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllDataTypesCarb", "omni.graph.test.TestAllDataTypesCarb", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllDataTypesCarb User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllDataTypesCarb","omni.graph.test.TestAllDataTypesCarb", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllDataTypesCarb User test case #{i+1}", 16)
async def test_thread_safety(self):
import omni.kit
# Generate multiple instances of the test setup to run them concurrently
instance_setup = dict()
for n in range(24):
instance_setup[f"/TestGraph_{n}"] = _TestGraphAndNode()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
for (key, test_info) in instance_setup.items():
test_info = await _test_setup_scene(self, og.Controller(allow_exists_prim=True), key, "TestNode_omni_graph_test_TestAllDataTypesCarb", "omni.graph.test.TestAllDataTypesCarb", test_run, test_info)
self.assertEqual(len(og.get_all_graphs()), 24)
# We want to evaluate all graphs concurrently. Kick them all.
# Evaluate multiple times to skip 2 serial frames and increase chances for a race condition.
for _ in range(10):
await omni.kit.app.get_app().next_update_async()
for (key, test_instance) in instance_setup.items():
_test_verify_scene(self, og.Controller(), test_run, test_info, f"omni.graph.test.TestAllDataTypesCarb User test case #{i+1}, instance{key}")
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestAllDataTypesCarbDatabase import OgnTestAllDataTypesCarbDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestAllDataTypesCarb", "omni.graph.test.TestAllDataTypesCarb")
})
database = OgnTestAllDataTypesCarbDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:a_bool"))
attribute = test_node.get_attribute("inputs:a_bool")
db_value = database.inputs.a_bool
expected_value = False
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_bool_array"))
attribute = test_node.get_attribute("inputs:a_bool_array")
db_value = database.inputs.a_bool_array
expected_value = [False, True]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_3"))
attribute = test_node.get_attribute("inputs:a_colord_3")
db_value = database.inputs.a_colord_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_3_array"))
attribute = test_node.get_attribute("inputs:a_colord_3_array")
db_value = database.inputs.a_colord_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_4"))
attribute = test_node.get_attribute("inputs:a_colord_4")
db_value = database.inputs.a_colord_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_4_array"))
attribute = test_node.get_attribute("inputs:a_colord_4_array")
db_value = database.inputs.a_colord_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_3"))
attribute = test_node.get_attribute("inputs:a_colorf_3")
db_value = database.inputs.a_colorf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_3_array"))
attribute = test_node.get_attribute("inputs:a_colorf_3_array")
db_value = database.inputs.a_colorf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_4"))
attribute = test_node.get_attribute("inputs:a_colorf_4")
db_value = database.inputs.a_colorf_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_4_array"))
attribute = test_node.get_attribute("inputs:a_colorf_4_array")
db_value = database.inputs.a_colorf_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_3"))
attribute = test_node.get_attribute("inputs:a_colorh_3")
db_value = database.inputs.a_colorh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_3_array"))
attribute = test_node.get_attribute("inputs:a_colorh_3_array")
db_value = database.inputs.a_colorh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_4"))
attribute = test_node.get_attribute("inputs:a_colorh_4")
db_value = database.inputs.a_colorh_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_4_array"))
attribute = test_node.get_attribute("inputs:a_colorh_4_array")
db_value = database.inputs.a_colorh_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double"))
attribute = test_node.get_attribute("inputs:a_double")
db_value = database.inputs.a_double
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_2"))
attribute = test_node.get_attribute("inputs:a_double_2")
db_value = database.inputs.a_double_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_2_array"))
attribute = test_node.get_attribute("inputs:a_double_2_array")
db_value = database.inputs.a_double_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_3"))
attribute = test_node.get_attribute("inputs:a_double_3")
db_value = database.inputs.a_double_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_3_array"))
attribute = test_node.get_attribute("inputs:a_double_3_array")
db_value = database.inputs.a_double_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_4"))
attribute = test_node.get_attribute("inputs:a_double_4")
db_value = database.inputs.a_double_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_4_array"))
attribute = test_node.get_attribute("inputs:a_double_4_array")
db_value = database.inputs.a_double_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array"))
attribute = test_node.get_attribute("inputs:a_double_array")
db_value = database.inputs.a_double_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_execution"))
attribute = test_node.get_attribute("inputs:a_execution")
db_value = database.inputs.a_execution
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float"))
attribute = test_node.get_attribute("inputs:a_float")
db_value = database.inputs.a_float
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_2"))
attribute = test_node.get_attribute("inputs:a_float_2")
db_value = database.inputs.a_float_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_2_array"))
attribute = test_node.get_attribute("inputs:a_float_2_array")
db_value = database.inputs.a_float_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_3"))
attribute = test_node.get_attribute("inputs:a_float_3")
db_value = database.inputs.a_float_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_3_array"))
attribute = test_node.get_attribute("inputs:a_float_3_array")
db_value = database.inputs.a_float_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_4"))
attribute = test_node.get_attribute("inputs:a_float_4")
db_value = database.inputs.a_float_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_4_array"))
attribute = test_node.get_attribute("inputs:a_float_4_array")
db_value = database.inputs.a_float_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array"))
attribute = test_node.get_attribute("inputs:a_float_array")
db_value = database.inputs.a_float_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame_4"))
attribute = test_node.get_attribute("inputs:a_frame_4")
db_value = database.inputs.a_frame_4
expected_value = [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame_4_array"))
attribute = test_node.get_attribute("inputs:a_frame_4_array")
db_value = database.inputs.a_frame_4_array
expected_value = [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half"))
attribute = test_node.get_attribute("inputs:a_half")
db_value = database.inputs.a_half
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_2"))
attribute = test_node.get_attribute("inputs:a_half_2")
db_value = database.inputs.a_half_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_2_array"))
attribute = test_node.get_attribute("inputs:a_half_2_array")
db_value = database.inputs.a_half_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_3"))
attribute = test_node.get_attribute("inputs:a_half_3")
db_value = database.inputs.a_half_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_3_array"))
attribute = test_node.get_attribute("inputs:a_half_3_array")
db_value = database.inputs.a_half_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_4"))
attribute = test_node.get_attribute("inputs:a_half_4")
db_value = database.inputs.a_half_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_4_array"))
attribute = test_node.get_attribute("inputs:a_half_4_array")
db_value = database.inputs.a_half_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array"))
attribute = test_node.get_attribute("inputs:a_half_array")
db_value = database.inputs.a_half_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int"))
attribute = test_node.get_attribute("inputs:a_int")
db_value = database.inputs.a_int
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int64"))
attribute = test_node.get_attribute("inputs:a_int64")
db_value = database.inputs.a_int64
expected_value = 12345
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int64_array"))
attribute = test_node.get_attribute("inputs:a_int64_array")
db_value = database.inputs.a_int64_array
expected_value = [12345, 23456]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_2"))
attribute = test_node.get_attribute("inputs:a_int_2")
db_value = database.inputs.a_int_2
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_2_array"))
attribute = test_node.get_attribute("inputs:a_int_2_array")
db_value = database.inputs.a_int_2_array
expected_value = [[1, 2], [3, 4]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_3"))
attribute = test_node.get_attribute("inputs:a_int_3")
db_value = database.inputs.a_int_3
expected_value = [1, 2, 3]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_3_array"))
attribute = test_node.get_attribute("inputs:a_int_3_array")
db_value = database.inputs.a_int_3_array
expected_value = [[1, 2, 3], [4, 5, 6]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_4"))
attribute = test_node.get_attribute("inputs:a_int_4")
db_value = database.inputs.a_int_4
expected_value = [1, 2, 3, 4]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_4_array"))
attribute = test_node.get_attribute("inputs:a_int_4_array")
db_value = database.inputs.a_int_4_array
expected_value = [[1, 2, 3, 4], [5, 6, 7, 8]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_array"))
attribute = test_node.get_attribute("inputs:a_int_array")
db_value = database.inputs.a_int_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_2"))
attribute = test_node.get_attribute("inputs:a_matrixd_2")
db_value = database.inputs.a_matrixd_2
expected_value = [[1.0, 2.0], [3.0, 4.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_2_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_2_array")
db_value = database.inputs.a_matrixd_2_array
expected_value = [[[1.0, 2.0], [3.0, 4.0]], [[11.0, 12.0], [13.0, 14.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_3"))
attribute = test_node.get_attribute("inputs:a_matrixd_3")
db_value = database.inputs.a_matrixd_3
expected_value = [[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_3_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_3_array")
db_value = database.inputs.a_matrixd_3_array
expected_value = [[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]], [[11.0, 12.0, 13.0], [14.0, 15.0, 16.0], [17.0, 18.0, 19.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_4"))
attribute = test_node.get_attribute("inputs:a_matrixd_4")
db_value = database.inputs.a_matrixd_4
expected_value = [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_4_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_4_array")
db_value = database.inputs.a_matrixd_4_array
expected_value = [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald_3"))
attribute = test_node.get_attribute("inputs:a_normald_3")
db_value = database.inputs.a_normald_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald_3_array"))
attribute = test_node.get_attribute("inputs:a_normald_3_array")
db_value = database.inputs.a_normald_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf_3"))
attribute = test_node.get_attribute("inputs:a_normalf_3")
db_value = database.inputs.a_normalf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf_3_array"))
attribute = test_node.get_attribute("inputs:a_normalf_3_array")
db_value = database.inputs.a_normalf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh_3"))
attribute = test_node.get_attribute("inputs:a_normalh_3")
db_value = database.inputs.a_normalh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh_3_array"))
attribute = test_node.get_attribute("inputs:a_normalh_3_array")
db_value = database.inputs.a_normalh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_objectId"))
attribute = test_node.get_attribute("inputs:a_objectId")
db_value = database.inputs.a_objectId
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_objectId_array"))
attribute = test_node.get_attribute("inputs:a_objectId_array")
db_value = database.inputs.a_objectId_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd_3"))
attribute = test_node.get_attribute("inputs:a_pointd_3")
db_value = database.inputs.a_pointd_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd_3_array"))
attribute = test_node.get_attribute("inputs:a_pointd_3_array")
db_value = database.inputs.a_pointd_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf_3"))
attribute = test_node.get_attribute("inputs:a_pointf_3")
db_value = database.inputs.a_pointf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf_3_array"))
attribute = test_node.get_attribute("inputs:a_pointf_3_array")
db_value = database.inputs.a_pointf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh_3"))
attribute = test_node.get_attribute("inputs:a_pointh_3")
db_value = database.inputs.a_pointh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh_3_array"))
attribute = test_node.get_attribute("inputs:a_pointh_3_array")
db_value = database.inputs.a_pointh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd_4"))
attribute = test_node.get_attribute("inputs:a_quatd_4")
db_value = database.inputs.a_quatd_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd_4_array"))
attribute = test_node.get_attribute("inputs:a_quatd_4_array")
db_value = database.inputs.a_quatd_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf_4"))
attribute = test_node.get_attribute("inputs:a_quatf_4")
db_value = database.inputs.a_quatf_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf_4_array"))
attribute = test_node.get_attribute("inputs:a_quatf_4_array")
db_value = database.inputs.a_quatf_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath_4"))
attribute = test_node.get_attribute("inputs:a_quath_4")
db_value = database.inputs.a_quath_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath_4_array"))
attribute = test_node.get_attribute("inputs:a_quath_4_array")
db_value = database.inputs.a_quath_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_string"))
attribute = test_node.get_attribute("inputs:a_string")
db_value = database.inputs.a_string
expected_value = "Rey"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_2"))
attribute = test_node.get_attribute("inputs:a_texcoordd_2")
db_value = database.inputs.a_texcoordd_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordd_2_array")
db_value = database.inputs.a_texcoordd_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_3"))
attribute = test_node.get_attribute("inputs:a_texcoordd_3")
db_value = database.inputs.a_texcoordd_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordd_3_array")
db_value = database.inputs.a_texcoordd_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_2"))
attribute = test_node.get_attribute("inputs:a_texcoordf_2")
db_value = database.inputs.a_texcoordf_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordf_2_array")
db_value = database.inputs.a_texcoordf_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_3"))
attribute = test_node.get_attribute("inputs:a_texcoordf_3")
db_value = database.inputs.a_texcoordf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordf_3_array")
db_value = database.inputs.a_texcoordf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_2"))
attribute = test_node.get_attribute("inputs:a_texcoordh_2")
db_value = database.inputs.a_texcoordh_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordh_2_array")
db_value = database.inputs.a_texcoordh_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_3"))
attribute = test_node.get_attribute("inputs:a_texcoordh_3")
db_value = database.inputs.a_texcoordh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordh_3_array")
db_value = database.inputs.a_texcoordh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode"))
attribute = test_node.get_attribute("inputs:a_timecode")
db_value = database.inputs.a_timecode
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array"))
attribute = test_node.get_attribute("inputs:a_timecode_array")
db_value = database.inputs.a_timecode_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_token"))
attribute = test_node.get_attribute("inputs:a_token")
db_value = database.inputs.a_token
expected_value = "Sith"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_token_array"))
attribute = test_node.get_attribute("inputs:a_token_array")
db_value = database.inputs.a_token_array
expected_value = ['Kylo', 'Ren']
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uchar"))
attribute = test_node.get_attribute("inputs:a_uchar")
db_value = database.inputs.a_uchar
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uchar_array"))
attribute = test_node.get_attribute("inputs:a_uchar_array")
db_value = database.inputs.a_uchar_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint"))
attribute = test_node.get_attribute("inputs:a_uint")
db_value = database.inputs.a_uint
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint64"))
attribute = test_node.get_attribute("inputs:a_uint64")
db_value = database.inputs.a_uint64
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint64_array"))
attribute = test_node.get_attribute("inputs:a_uint64_array")
db_value = database.inputs.a_uint64_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint_array"))
attribute = test_node.get_attribute("inputs:a_uint_array")
db_value = database.inputs.a_uint_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord_3"))
attribute = test_node.get_attribute("inputs:a_vectord_3")
db_value = database.inputs.a_vectord_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord_3_array"))
attribute = test_node.get_attribute("inputs:a_vectord_3_array")
db_value = database.inputs.a_vectord_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf_3"))
attribute = test_node.get_attribute("inputs:a_vectorf_3")
db_value = database.inputs.a_vectorf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf_3_array"))
attribute = test_node.get_attribute("inputs:a_vectorf_3_array")
db_value = database.inputs.a_vectorf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh_3"))
attribute = test_node.get_attribute("inputs:a_vectorh_3")
db_value = database.inputs.a_vectorh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh_3_array"))
attribute = test_node.get_attribute("inputs:a_vectorh_3_array")
db_value = database.inputs.a_vectorh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:doNotCompute"))
attribute = test_node.get_attribute("inputs:doNotCompute")
db_value = database.inputs.doNotCompute
expected_value = True
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:a_bool"))
attribute = test_node.get_attribute("outputs:a_bool")
db_value = database.outputs.a_bool
self.assertTrue(test_node.get_attribute_exists("outputs:a_bool_array"))
attribute = test_node.get_attribute("outputs:a_bool_array")
db_value = database.outputs.a_bool_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_3"))
attribute = test_node.get_attribute("outputs:a_colord_3")
db_value = database.outputs.a_colord_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_3_array"))
attribute = test_node.get_attribute("outputs:a_colord_3_array")
db_value = database.outputs.a_colord_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_4"))
attribute = test_node.get_attribute("outputs:a_colord_4")
db_value = database.outputs.a_colord_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_4_array"))
attribute = test_node.get_attribute("outputs:a_colord_4_array")
db_value = database.outputs.a_colord_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_3"))
attribute = test_node.get_attribute("outputs:a_colorf_3")
db_value = database.outputs.a_colorf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_3_array"))
attribute = test_node.get_attribute("outputs:a_colorf_3_array")
db_value = database.outputs.a_colorf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_4"))
attribute = test_node.get_attribute("outputs:a_colorf_4")
db_value = database.outputs.a_colorf_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_4_array"))
attribute = test_node.get_attribute("outputs:a_colorf_4_array")
db_value = database.outputs.a_colorf_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_3"))
attribute = test_node.get_attribute("outputs:a_colorh_3")
db_value = database.outputs.a_colorh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_3_array"))
attribute = test_node.get_attribute("outputs:a_colorh_3_array")
db_value = database.outputs.a_colorh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_4"))
attribute = test_node.get_attribute("outputs:a_colorh_4")
db_value = database.outputs.a_colorh_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_4_array"))
attribute = test_node.get_attribute("outputs:a_colorh_4_array")
db_value = database.outputs.a_colorh_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double"))
attribute = test_node.get_attribute("outputs:a_double")
db_value = database.outputs.a_double
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_2"))
attribute = test_node.get_attribute("outputs:a_double_2")
db_value = database.outputs.a_double_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_2_array"))
attribute = test_node.get_attribute("outputs:a_double_2_array")
db_value = database.outputs.a_double_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_3"))
attribute = test_node.get_attribute("outputs:a_double_3")
db_value = database.outputs.a_double_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_3_array"))
attribute = test_node.get_attribute("outputs:a_double_3_array")
db_value = database.outputs.a_double_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_4"))
attribute = test_node.get_attribute("outputs:a_double_4")
db_value = database.outputs.a_double_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_4_array"))
attribute = test_node.get_attribute("outputs:a_double_4_array")
db_value = database.outputs.a_double_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array"))
attribute = test_node.get_attribute("outputs:a_double_array")
db_value = database.outputs.a_double_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_execution"))
attribute = test_node.get_attribute("outputs:a_execution")
db_value = database.outputs.a_execution
self.assertTrue(test_node.get_attribute_exists("outputs:a_float"))
attribute = test_node.get_attribute("outputs:a_float")
db_value = database.outputs.a_float
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_2"))
attribute = test_node.get_attribute("outputs:a_float_2")
db_value = database.outputs.a_float_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_2_array"))
attribute = test_node.get_attribute("outputs:a_float_2_array")
db_value = database.outputs.a_float_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_3"))
attribute = test_node.get_attribute("outputs:a_float_3")
db_value = database.outputs.a_float_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_3_array"))
attribute = test_node.get_attribute("outputs:a_float_3_array")
db_value = database.outputs.a_float_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_4"))
attribute = test_node.get_attribute("outputs:a_float_4")
db_value = database.outputs.a_float_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_4_array"))
attribute = test_node.get_attribute("outputs:a_float_4_array")
db_value = database.outputs.a_float_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array"))
attribute = test_node.get_attribute("outputs:a_float_array")
db_value = database.outputs.a_float_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame_4"))
attribute = test_node.get_attribute("outputs:a_frame_4")
db_value = database.outputs.a_frame_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame_4_array"))
attribute = test_node.get_attribute("outputs:a_frame_4_array")
db_value = database.outputs.a_frame_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half"))
attribute = test_node.get_attribute("outputs:a_half")
db_value = database.outputs.a_half
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_2"))
attribute = test_node.get_attribute("outputs:a_half_2")
db_value = database.outputs.a_half_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_2_array"))
attribute = test_node.get_attribute("outputs:a_half_2_array")
db_value = database.outputs.a_half_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_3"))
attribute = test_node.get_attribute("outputs:a_half_3")
db_value = database.outputs.a_half_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_3_array"))
attribute = test_node.get_attribute("outputs:a_half_3_array")
db_value = database.outputs.a_half_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_4"))
attribute = test_node.get_attribute("outputs:a_half_4")
db_value = database.outputs.a_half_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_4_array"))
attribute = test_node.get_attribute("outputs:a_half_4_array")
db_value = database.outputs.a_half_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array"))
attribute = test_node.get_attribute("outputs:a_half_array")
db_value = database.outputs.a_half_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int"))
attribute = test_node.get_attribute("outputs:a_int")
db_value = database.outputs.a_int
self.assertTrue(test_node.get_attribute_exists("outputs:a_int64"))
attribute = test_node.get_attribute("outputs:a_int64")
db_value = database.outputs.a_int64
self.assertTrue(test_node.get_attribute_exists("outputs:a_int64_array"))
attribute = test_node.get_attribute("outputs:a_int64_array")
db_value = database.outputs.a_int64_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_2"))
attribute = test_node.get_attribute("outputs:a_int_2")
db_value = database.outputs.a_int_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_2_array"))
attribute = test_node.get_attribute("outputs:a_int_2_array")
db_value = database.outputs.a_int_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_3"))
attribute = test_node.get_attribute("outputs:a_int_3")
db_value = database.outputs.a_int_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_3_array"))
attribute = test_node.get_attribute("outputs:a_int_3_array")
db_value = database.outputs.a_int_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_4"))
attribute = test_node.get_attribute("outputs:a_int_4")
db_value = database.outputs.a_int_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_4_array"))
attribute = test_node.get_attribute("outputs:a_int_4_array")
db_value = database.outputs.a_int_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_array"))
attribute = test_node.get_attribute("outputs:a_int_array")
db_value = database.outputs.a_int_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_2"))
attribute = test_node.get_attribute("outputs:a_matrixd_2")
db_value = database.outputs.a_matrixd_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_2_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_2_array")
db_value = database.outputs.a_matrixd_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_3"))
attribute = test_node.get_attribute("outputs:a_matrixd_3")
db_value = database.outputs.a_matrixd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_3_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_3_array")
db_value = database.outputs.a_matrixd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_4"))
attribute = test_node.get_attribute("outputs:a_matrixd_4")
db_value = database.outputs.a_matrixd_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_4_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_4_array")
db_value = database.outputs.a_matrixd_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald_3"))
attribute = test_node.get_attribute("outputs:a_normald_3")
db_value = database.outputs.a_normald_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald_3_array"))
attribute = test_node.get_attribute("outputs:a_normald_3_array")
db_value = database.outputs.a_normald_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf_3"))
attribute = test_node.get_attribute("outputs:a_normalf_3")
db_value = database.outputs.a_normalf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf_3_array"))
attribute = test_node.get_attribute("outputs:a_normalf_3_array")
db_value = database.outputs.a_normalf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh_3"))
attribute = test_node.get_attribute("outputs:a_normalh_3")
db_value = database.outputs.a_normalh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh_3_array"))
attribute = test_node.get_attribute("outputs:a_normalh_3_array")
db_value = database.outputs.a_normalh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_objectId"))
attribute = test_node.get_attribute("outputs:a_objectId")
db_value = database.outputs.a_objectId
self.assertTrue(test_node.get_attribute_exists("outputs:a_objectId_array"))
attribute = test_node.get_attribute("outputs:a_objectId_array")
db_value = database.outputs.a_objectId_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd_3"))
attribute = test_node.get_attribute("outputs:a_pointd_3")
db_value = database.outputs.a_pointd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd_3_array"))
attribute = test_node.get_attribute("outputs:a_pointd_3_array")
db_value = database.outputs.a_pointd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf_3"))
attribute = test_node.get_attribute("outputs:a_pointf_3")
db_value = database.outputs.a_pointf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf_3_array"))
attribute = test_node.get_attribute("outputs:a_pointf_3_array")
db_value = database.outputs.a_pointf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh_3"))
attribute = test_node.get_attribute("outputs:a_pointh_3")
db_value = database.outputs.a_pointh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh_3_array"))
attribute = test_node.get_attribute("outputs:a_pointh_3_array")
db_value = database.outputs.a_pointh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd_4"))
attribute = test_node.get_attribute("outputs:a_quatd_4")
db_value = database.outputs.a_quatd_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd_4_array"))
attribute = test_node.get_attribute("outputs:a_quatd_4_array")
db_value = database.outputs.a_quatd_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf_4"))
attribute = test_node.get_attribute("outputs:a_quatf_4")
db_value = database.outputs.a_quatf_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf_4_array"))
attribute = test_node.get_attribute("outputs:a_quatf_4_array")
db_value = database.outputs.a_quatf_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath_4"))
attribute = test_node.get_attribute("outputs:a_quath_4")
db_value = database.outputs.a_quath_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath_4_array"))
attribute = test_node.get_attribute("outputs:a_quath_4_array")
db_value = database.outputs.a_quath_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_string"))
attribute = test_node.get_attribute("outputs:a_string")
db_value = database.outputs.a_string
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_2"))
attribute = test_node.get_attribute("outputs:a_texcoordd_2")
db_value = database.outputs.a_texcoordd_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordd_2_array")
db_value = database.outputs.a_texcoordd_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_3"))
attribute = test_node.get_attribute("outputs:a_texcoordd_3")
db_value = database.outputs.a_texcoordd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordd_3_array")
db_value = database.outputs.a_texcoordd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_2"))
attribute = test_node.get_attribute("outputs:a_texcoordf_2")
db_value = database.outputs.a_texcoordf_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordf_2_array")
db_value = database.outputs.a_texcoordf_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_3"))
attribute = test_node.get_attribute("outputs:a_texcoordf_3")
db_value = database.outputs.a_texcoordf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordf_3_array")
db_value = database.outputs.a_texcoordf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_2"))
attribute = test_node.get_attribute("outputs:a_texcoordh_2")
db_value = database.outputs.a_texcoordh_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordh_2_array")
db_value = database.outputs.a_texcoordh_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_3"))
attribute = test_node.get_attribute("outputs:a_texcoordh_3")
db_value = database.outputs.a_texcoordh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordh_3_array")
db_value = database.outputs.a_texcoordh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode"))
attribute = test_node.get_attribute("outputs:a_timecode")
db_value = database.outputs.a_timecode
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array"))
attribute = test_node.get_attribute("outputs:a_timecode_array")
db_value = database.outputs.a_timecode_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_token"))
attribute = test_node.get_attribute("outputs:a_token")
db_value = database.outputs.a_token
self.assertTrue(test_node.get_attribute_exists("outputs:a_token_array"))
attribute = test_node.get_attribute("outputs:a_token_array")
db_value = database.outputs.a_token_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uchar"))
attribute = test_node.get_attribute("outputs:a_uchar")
db_value = database.outputs.a_uchar
self.assertTrue(test_node.get_attribute_exists("outputs:a_uchar_array"))
attribute = test_node.get_attribute("outputs:a_uchar_array")
db_value = database.outputs.a_uchar_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint"))
attribute = test_node.get_attribute("outputs:a_uint")
db_value = database.outputs.a_uint
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint64"))
attribute = test_node.get_attribute("outputs:a_uint64")
db_value = database.outputs.a_uint64
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint64_array"))
attribute = test_node.get_attribute("outputs:a_uint64_array")
db_value = database.outputs.a_uint64_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint_array"))
attribute = test_node.get_attribute("outputs:a_uint_array")
db_value = database.outputs.a_uint_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord_3"))
attribute = test_node.get_attribute("outputs:a_vectord_3")
db_value = database.outputs.a_vectord_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord_3_array"))
attribute = test_node.get_attribute("outputs:a_vectord_3_array")
db_value = database.outputs.a_vectord_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf_3"))
attribute = test_node.get_attribute("outputs:a_vectorf_3")
db_value = database.outputs.a_vectorf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf_3_array"))
attribute = test_node.get_attribute("outputs:a_vectorf_3_array")
db_value = database.outputs.a_vectorf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh_3"))
attribute = test_node.get_attribute("outputs:a_vectorh_3")
db_value = database.outputs.a_vectorh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh_3_array"))
attribute = test_node.get_attribute("outputs:a_vectorh_3_array")
db_value = database.outputs.a_vectorh_3_array
| 91,236 | Python | 56.781507 | 274 | 0.60292 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnBundleChildConsumerPy.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
async def test_data_access(self):
from omni.graph.test.ogn.OgnBundleChildConsumerPyDatabase import OgnBundleChildConsumerPyDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_BundleChildConsumerPy", "omni.graph.test.BundleChildConsumerPy")
})
database = OgnBundleChildConsumerPyDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:bundle"))
attribute = test_node.get_attribute("inputs:bundle")
db_value = database.inputs.bundle
self.assertTrue(test_node.get_attribute_exists("outputs:numChildren"))
attribute = test_node.get_attribute("outputs:numChildren")
db_value = database.outputs.numChildren
self.assertTrue(test_node.get_attribute_exists("outputs:numSurfaces"))
attribute = test_node.get_attribute("outputs:numSurfaces")
db_value = database.outputs.numSurfaces
| 1,834 | Python | 47.289472 | 136 | 0.713195 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestCppKeywords.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'outputs': [
['outputs:verify', True, False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestCppKeywords", "omni.graph.test.TestCppKeywords", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestCppKeywords User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestCppKeywords","omni.graph.test.TestCppKeywords", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestCppKeywords User test case #{i+1}", 16)
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestCppKeywordsDatabase import OgnTestCppKeywordsDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestCppKeywords", "omni.graph.test.TestCppKeywords")
})
database = OgnTestCppKeywordsDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:atomic_cancel"))
attribute = test_node.get_attribute("inputs:atomic_cancel")
db_value = database.inputs.atomic_cancel
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:atomic_commit"))
attribute = test_node.get_attribute("inputs:atomic_commit")
db_value = database.inputs.atomic_commit
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:atomic_noexcept"))
attribute = test_node.get_attribute("inputs:atomic_noexcept")
db_value = database.inputs.atomic_noexcept
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:consteval"))
attribute = test_node.get_attribute("inputs:consteval")
db_value = database.inputs.consteval
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:constinit"))
attribute = test_node.get_attribute("inputs:constinit")
db_value = database.inputs.constinit
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:reflexpr"))
attribute = test_node.get_attribute("inputs:reflexpr")
db_value = database.inputs.reflexpr
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:requires"))
attribute = test_node.get_attribute("inputs:requires")
db_value = database.inputs.requires
expected_value = 0.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:verify"))
attribute = test_node.get_attribute("outputs:verify")
db_value = database.outputs.verify
| 4,865 | Python | 48.653061 | 182 | 0.673792 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/__init__.py | """====== GENERATED BY omni.graph.tools - DO NOT EDIT ======"""
import omni.graph.tools._internal as ogi
ogi.import_tests_in_directory(__file__, __name__)
| 155 | Python | 37.999991 | 63 | 0.645161 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestAllDataTypes.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:doNotCompute', True, False],
],
'outputs': [
['outputs:a_bool', True, False],
['outputs:a_bool_array', [True, False], False],
['outputs:a_colord_3', [1.5, 2.5, 3.5], False],
['outputs:a_colord_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colorf_3', [1.5, 2.5, 3.5], False],
['outputs:a_colorf_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colorh_3', [1.5, 2.5, 3.5], False],
['outputs:a_colorh_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_colord_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colord_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_colorf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colorf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_colorh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_colorh_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_double', 1.5, False],
['outputs:a_double_2', [1.5, 2.5], False],
['outputs:a_double_3', [1.5, 2.5, 3.5], False],
['outputs:a_double_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_double_array', [1.5, 2.5], False],
['outputs:a_double_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_double_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_double_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_execution', 2, False],
['outputs:a_float', 1.5, False],
['outputs:a_float_2', [1.5, 2.5], False],
['outputs:a_float_3', [1.5, 2.5, 3.5], False],
['outputs:a_float_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_float_array', [1.5, 2.5], False],
['outputs:a_float_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_float_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_float_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_frame_4', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], False],
['outputs:a_frame_4_array', [[1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], [11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5]], False],
['outputs:a_half', 1.5, False],
['outputs:a_half_2', [1.5, 2.5], False],
['outputs:a_half_3', [1.5, 2.5, 3.5], False],
['outputs:a_half_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_half_array', [1.5, 2.5], False],
['outputs:a_half_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_half_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_half_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_int', 1, False],
['outputs:a_int_2', [1, 2], False],
['outputs:a_int_3', [1, 2, 3], False],
['outputs:a_int_4', [1, 2, 3, 4], False],
['outputs:a_int_array', [1, 2], False],
['outputs:a_int_2_array', [[1, 2], [3, 4]], False],
['outputs:a_int_3_array', [[1, 2, 3], [4, 5, 6]], False],
['outputs:a_int_4_array', [[1, 2, 3, 4], [5, 6, 7, 8]], False],
['outputs:a_int64', 12345, False],
['outputs:a_int64_array', [12345, 23456], False],
['outputs:a_matrixd_2', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_matrixd_3', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5], False],
['outputs:a_matrixd_4', [1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], False],
['outputs:a_matrixd_2_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_matrixd_3_array', [[1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5], [11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5]], False],
['outputs:a_matrixd_4_array', [[1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5], [11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5]], False],
['outputs:a_normald_3', [1.5, 2.5, 3.5], False],
['outputs:a_normalf_3', [1.5, 2.5, 3.5], False],
['outputs:a_normalh_3', [1.5, 2.5, 3.5], False],
['outputs:a_normald_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_normalf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_normalh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_objectId', 2, False],
['outputs:a_objectId_array', [2, 3], False],
['outputs:a_path', "/Output", False],
['outputs:a_pointd_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointf_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointh_3', [1.5, 2.5, 3.5], False],
['outputs:a_pointd_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_pointf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_pointh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_quatd_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quatf_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quath_4', [1.5, 2.5, 3.5, 4.5], False],
['outputs:a_quatd_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_quatf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_quath_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['outputs:a_string', "Emperor\n\"Half\" Snoke", False],
['outputs:a_texcoordd_2', [1.5, 2.5], False],
['outputs:a_texcoordd_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordf_2', [1.5, 2.5], False],
['outputs:a_texcoordf_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordh_2', [1.5, 2.5], False],
['outputs:a_texcoordh_3', [1.5, 2.5, 3.5], False],
['outputs:a_texcoordd_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordd_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_texcoordf_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_texcoordh_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['outputs:a_texcoordh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_timecode', 2.5, False],
['outputs:a_timecode_array', [2.5, 3.5], False],
['outputs:a_token', "Jedi\nMaster", False],
['outputs:a_token_array', ["Luke\n\"Whiner\"", "Skywalker"], False],
['outputs:a_uchar', 2, False],
['outputs:a_uchar_array', [2, 3], False],
['outputs:a_uint', 2, False],
['outputs:a_uint_array', [2, 3], False],
['outputs:a_uint64', 2, False],
['outputs:a_uint64_array', [2, 3], False],
['outputs:a_vectord_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectorf_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectorh_3', [1.5, 2.5, 3.5], False],
['outputs:a_vectord_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_vectorf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['outputs:a_vectorh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
],
'state_get': [
['state:a_bool', True, False],
['state:a_bool_array', [True, False], False],
['state:a_colord_3', [1.5, 2.5, 3.5], False],
['state:a_colord_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_colorf_3', [1.5, 2.5, 3.5], False],
['state:a_colorf_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_colorh_3', [1.5, 2.5, 3.5], False],
['state:a_colorh_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_colord_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_colord_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_colorf_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_colorf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_colorh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_colorh_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_double', 1.5, False],
['state:a_double_2', [1.5, 2.5], False],
['state:a_double_3', [1.5, 2.5, 3.5], False],
['state:a_double_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_double_array', [1.5, 2.5], False],
['state:a_double_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
['state:a_double_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_double_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_execution', 2, False],
['state:a_float', 1.5, False],
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['state:a_half_3', [1.5, 2.5, 3.5], False],
['state:a_half_4', [1.5, 2.5, 3.5, 4.5], False],
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['state:a_int_4_array', [[1, 2, 3, 4], [5, 6, 7, 8]], False],
['state:a_int64', 12345, False],
['state:a_int64_array', [12345, 23456], False],
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['state:a_normald_3', [1.5, 2.5, 3.5], False],
['state:a_normalf_3', [1.5, 2.5, 3.5], False],
['state:a_normalh_3', [1.5, 2.5, 3.5], False],
['state:a_normald_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
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['state:a_normalh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_objectId', 2, False],
['state:a_objectId_array', [2, 3], False],
['state:a_path', "/State", False],
['state:a_pointd_3', [1.5, 2.5, 3.5], False],
['state:a_pointf_3', [1.5, 2.5, 3.5], False],
['state:a_pointh_3', [1.5, 2.5, 3.5], False],
['state:a_pointd_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
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['state:a_quatd_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_quatf_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_quath_4', [1.5, 2.5, 3.5, 4.5], False],
['state:a_quatd_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_quatf_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_quath_4_array', [[1.5, 2.5, 3.5, 4.5], [11.5, 12.5, 13.5, 14.5]], False],
['state:a_string', "Emperor\n\"Half\" Snoke", False],
['state:a_stringEmpty', "", False],
['state:a_texcoordd_2', [1.5, 2.5], False],
['state:a_texcoordd_3', [1.5, 2.5, 3.5], False],
['state:a_texcoordf_2', [1.5, 2.5], False],
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['state:a_texcoordd_2_array', [[1.5, 2.5], [11.5, 12.5]], False],
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['state:a_texcoordh_3_array', [[1.5, 2.5, 3.5], [11.5, 12.5, 13.5]], False],
['state:a_timecode', 2.5, False],
['state:a_timecode_array', [2.5, 3.5], False],
['state:a_token', "Jedi\nMaster", False],
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['state:a_uint64', 2, False],
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['state:a_vectord_3', [1.5, 2.5, 3.5], False],
['state:a_vectorf_3', [1.5, 2.5, 3.5], False],
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{
'inputs': [
['inputs:doNotCompute', False, False],
],
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['outputs:a_bool_array', [False, True], False],
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['outputs:a_pointf_3', [1.0, 2.0, 3.0], False],
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['outputs:a_quath_4', [1.0, 2.0, 3.0, 4.0], False],
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['outputs:a_string', "Rey\n\"Palpatine\" Skywalker", False],
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['outputs:a_texcoordd_3', [1.0, 2.0, 3.0], False],
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['outputs:a_timecode_array', [1.0, 2.0], False],
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['outputs:a_uint64_array', [1, 2], False],
['outputs:a_vectord_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectorf_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectorh_3', [1.0, 2.0, 3.0], False],
['outputs:a_vectord_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['outputs:a_vectorh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['state:a_colord_3', [1.0, 2.0, 3.0], False],
['state:a_colord_4', [1.0, 2.0, 3.0, 4.0], False],
['state:a_colorf_3', [1.0, 2.0, 3.0], False],
['state:a_colorf_4', [1.0, 2.0, 3.0, 4.0], False],
['state:a_colorh_3', [1.0, 2.0, 3.0], False],
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['state:a_double', 1.0, False],
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['state:a_double_3', [1.0, 2.0, 3.0], False],
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['state:a_float_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
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['state:a_half_4', [1.0, 2.0, 3.0, 4.0], False],
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['state:a_half_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
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['state:a_int', 1, False],
['state:a_int_2', [1, 2], False],
['state:a_int_3', [1, 2, 3], False],
['state:a_int_4', [1, 2, 3, 4], False],
['state:a_int_array', [1, 2], False],
['state:a_int_2_array', [[1, 2], [3, 4]], False],
['state:a_int_3_array', [[1, 2, 3], [4, 5, 6]], False],
['state:a_int_4_array', [[1, 2, 3, 4], [5, 6, 7, 8]], False],
['state:a_int64', 12345, False],
['state:a_int64_array', [12345, 23456], False],
['state:a_matrixd_2', [1.0, 2.0, 3.0, 4.0], False],
['state:a_matrixd_3', [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0], False],
['state:a_matrixd_4', [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0], False],
['state:a_matrixd_2_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['state:a_matrixd_3_array', [[1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0], [11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0]], False],
['state:a_matrixd_4_array', [[1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0], [11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0]], False],
['state:a_normald_3', [1.0, 2.0, 3.0], False],
['state:a_normalf_3', [1.0, 2.0, 3.0], False],
['state:a_normalh_3', [1.0, 2.0, 3.0], False],
['state:a_normald_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_normalf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_normalh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_objectId', 1, False],
['state:a_objectId_array', [1, 2], False],
['state:a_path', "/Input", False],
['state:a_pointd_3', [1.0, 2.0, 3.0], False],
['state:a_pointf_3', [1.0, 2.0, 3.0], False],
['state:a_pointh_3', [1.0, 2.0, 3.0], False],
['state:a_pointd_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_pointf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_pointh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_quatd_4', [1.0, 2.0, 3.0, 4.0], False],
['state:a_quatf_4', [1.0, 2.0, 3.0, 4.0], False],
['state:a_quath_4', [1.0, 2.0, 3.0, 4.0], False],
['state:a_quatd_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['state:a_quatf_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['state:a_quath_4_array', [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]], False],
['state:a_string', "Rey\n\"Palpatine\" Skywalker", False],
['state:a_stringEmpty', "Rey\n\"Palpatine\" Skywalker", False],
['state:a_texcoordd_2', [1.0, 2.0], False],
['state:a_texcoordd_3', [1.0, 2.0, 3.0], False],
['state:a_texcoordf_2', [1.0, 2.0], False],
['state:a_texcoordf_3', [1.0, 2.0, 3.0], False],
['state:a_texcoordh_2', [1.0, 2.0], False],
['state:a_texcoordh_3', [1.0, 2.0, 3.0], False],
['state:a_texcoordd_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['state:a_texcoordd_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_texcoordf_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['state:a_texcoordf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_texcoordh_2_array', [[1.0, 2.0], [11.0, 12.0]], False],
['state:a_texcoordh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_timecode', 1.0, False],
['state:a_timecode_array', [1.0, 2.0], False],
['state:a_token', "Sith\nLord", False],
['state:a_token_array', ["Kylo\n\"The Putz\"", "Ren"], False],
['state:a_uchar', 1, False],
['state:a_uchar_array', [1, 2], False],
['state:a_uint', 1, False],
['state:a_uint_array', [1, 2], False],
['state:a_uint64', 1, False],
['state:a_uint64_array', [1, 2], False],
['state:a_vectord_3', [1.0, 2.0, 3.0], False],
['state:a_vectorf_3', [1.0, 2.0, 3.0], False],
['state:a_vectorh_3', [1.0, 2.0, 3.0], False],
['state:a_vectord_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_vectorf_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
['state:a_vectorh_3_array', [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]], False],
],
},
{
'inputs': [
['inputs:doNotCompute', False, False],
['inputs:a_bool', True, False],
['inputs:a_bool_array', [True, True], False],
['inputs:a_colord_3', [1.25, 2.25, 3.25], False],
['inputs:a_colord_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_colorf_3', [1.25, 2.25, 3.25], False],
['inputs:a_colorf_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_colorh_3', [1.25, 2.25, 3.25], False],
['inputs:a_colorh_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_colord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_colord_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_colorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_colorf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_colorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_colorh_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_double', 1.25, False],
['inputs:a_double_2', [1.25, 2.25], False],
['inputs:a_double_3', [1.25, 2.25, 3.25], False],
['inputs:a_double_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_double_array', [1.25, 2.25], False],
['inputs:a_double_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_double_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_double_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_execution', 3, False],
['inputs:a_float', 1.25, False],
['inputs:a_float_2', [1.25, 2.25], False],
['inputs:a_float_3', [1.25, 2.25, 3.25], False],
['inputs:a_float_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_float_array', [1.25, 2.25], False],
['inputs:a_float_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_float_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_float_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_frame_4', [1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], False],
['inputs:a_frame_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['inputs:a_half', 1.25, False],
['inputs:a_half_2', [1.25, 2.25], False],
['inputs:a_half_3', [1.25, 2.25, 3.25], False],
['inputs:a_half_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_half_array', [1.25, 2.25], False],
['inputs:a_half_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_half_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_half_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_int', 11, False],
['inputs:a_int_2', [11, 12], False],
['inputs:a_int_3', [11, 12, 13], False],
['inputs:a_int_4', [11, 12, 13, 14], False],
['inputs:a_int_array', [11, 12], False],
['inputs:a_int_2_array', [[11, 12], [13, 14]], False],
['inputs:a_int_3_array', [[11, 12, 13], [14, 15, 16]], False],
['inputs:a_int_4_array', [[11, 12, 13, 14], [15, 16, 17, 18]], False],
['inputs:a_int64', 34567, False],
['inputs:a_int64_array', [45678, 56789], False],
['inputs:a_matrixd_2', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_matrixd_3', [1.25, 2.25, 3.25, 11.25, 12.25, 13.25, 21.25, 22.25, 23.25], False],
['inputs:a_matrixd_4', [1.25, 2.25, 3.25, 4.25, 11.25, 12.25, 13.25, 14.25, 21.25, 22.25, 23.25, 24.25, 31.25, 32.25, 33.25, 34.25], False],
['inputs:a_matrixd_2_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_matrixd_3_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25]], False],
['inputs:a_matrixd_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['inputs:a_normald_3', [1.25, 2.25, 3.25], False],
['inputs:a_normalf_3', [1.25, 2.25, 3.25], False],
['inputs:a_normalh_3', [1.25, 2.25, 3.25], False],
['inputs:a_normald_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_normalf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_normalh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_objectId', 3, False],
['inputs:a_objectId_array', [3, 4], False],
['inputs:a_path', "/Test", False],
['inputs:a_pointd_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointf_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointh_3', [1.25, 2.25, 3.25], False],
['inputs:a_pointd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_pointf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_pointh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_quatd_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quatf_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quath_4', [1.25, 2.25, 3.25, 4.25], False],
['inputs:a_quatd_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_quatf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_quath_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['inputs:a_string', "Palpatine\n\"TubeMan\" Lives", False],
['inputs:a_texcoordd_2', [1.25, 2.25], False],
['inputs:a_texcoordd_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordf_2', [1.25, 2.25], False],
['inputs:a_texcoordf_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordh_2', [1.25, 2.25], False],
['inputs:a_texcoordh_3', [1.25, 2.25, 3.25], False],
['inputs:a_texcoordd_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_texcoordf_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_texcoordh_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['inputs:a_texcoordh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_timecode', 1.25, False],
['inputs:a_timecode_array', [1.25, 2.25], False],
['inputs:a_token', "Rebel\nScum", False],
['inputs:a_token_array', ["Han\n\"Indiana\"", "Solo"], False],
['inputs:a_uchar', 3, False],
['inputs:a_uchar_array', [3, 4], False],
['inputs:a_uint', 3, False],
['inputs:a_uint_array', [3, 4], False],
['inputs:a_uint64', 3, False],
['inputs:a_uint64_array', [3, 4], False],
['inputs:a_vectord_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectorf_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectorh_3', [1.25, 2.25, 3.25], False],
['inputs:a_vectord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_vectorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['inputs:a_vectorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
],
'outputs': [
['outputs:a_bool', True, False],
['outputs:a_bool_array', [True, True], False],
['outputs:a_colord_3', [1.25, 2.25, 3.25], False],
['outputs:a_colord_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colorf_3', [1.25, 2.25, 3.25], False],
['outputs:a_colorf_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colorh_3', [1.25, 2.25, 3.25], False],
['outputs:a_colorh_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_colord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colord_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_colorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colorf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_colorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_colorh_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_double', 1.25, False],
['outputs:a_double_2', [1.25, 2.25], False],
['outputs:a_double_3', [1.25, 2.25, 3.25], False],
['outputs:a_double_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_double_array', [1.25, 2.25], False],
['outputs:a_double_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_double_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_double_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_execution', 3, False],
['outputs:a_float', 1.25, False],
['outputs:a_float_2', [1.25, 2.25], False],
['outputs:a_float_3', [1.25, 2.25, 3.25], False],
['outputs:a_float_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_float_array', [1.25, 2.25], False],
['outputs:a_float_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_float_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_float_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_frame_4', [1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], False],
['outputs:a_frame_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['outputs:a_half', 1.25, False],
['outputs:a_half_2', [1.25, 2.25], False],
['outputs:a_half_3', [1.25, 2.25, 3.25], False],
['outputs:a_half_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_half_array', [1.25, 2.25], False],
['outputs:a_half_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_half_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_half_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_int', 11, False],
['outputs:a_int_2', [11, 12], False],
['outputs:a_int_3', [11, 12, 13], False],
['outputs:a_int_4', [11, 12, 13, 14], False],
['outputs:a_int_array', [11, 12], False],
['outputs:a_int_2_array', [[11, 12], [13, 14]], False],
['outputs:a_int_3_array', [[11, 12, 13], [14, 15, 16]], False],
['outputs:a_int_4_array', [[11, 12, 13, 14], [15, 16, 17, 18]], False],
['outputs:a_int64', 34567, False],
['outputs:a_int64_array', [45678, 56789], False],
['outputs:a_matrixd_2', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_matrixd_3', [1.25, 2.25, 3.25, 11.25, 12.25, 13.25, 21.25, 22.25, 23.25], False],
['outputs:a_matrixd_4', [1.25, 2.25, 3.25, 4.25, 11.25, 12.25, 13.25, 14.25, 21.25, 22.25, 23.25, 24.25, 31.25, 32.25, 33.25, 34.25], False],
['outputs:a_matrixd_2_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_matrixd_3_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25]], False],
['outputs:a_matrixd_4_array', [[1.25, 2.25, 3.25, 4.25, 5.25, 6.25, 7.25, 8.25, 9.25, 10.25, 11.25, 12.25, 13.25, 14.25, 15.25, 16.25], [11.25, 12.25, 13.25, 14.25, 15.25, 16.25, 17.25, 18.25, 19.25, 20.25, 21.25, 22.25, 23.25, 24.25, 25.25, 26.25]], False],
['outputs:a_normald_3', [1.25, 2.25, 3.25], False],
['outputs:a_normalf_3', [1.25, 2.25, 3.25], False],
['outputs:a_normalh_3', [1.25, 2.25, 3.25], False],
['outputs:a_normald_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_normalf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_normalh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_objectId', 3, False],
['outputs:a_objectId_array', [3, 4], False],
['outputs:a_path', "/Test", False],
['outputs:a_pointd_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointf_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointh_3', [1.25, 2.25, 3.25], False],
['outputs:a_pointd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_pointf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_pointh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_quatd_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quatf_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quath_4', [1.25, 2.25, 3.25, 4.25], False],
['outputs:a_quatd_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_quatf_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_quath_4_array', [[1.25, 2.25, 3.25, 4.25], [11.25, 12.25, 13.25, 14.25]], False],
['outputs:a_string', "Palpatine\n\"TubeMan\" Lives", False],
['outputs:a_texcoordd_2', [1.25, 2.25], False],
['outputs:a_texcoordd_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordf_2', [1.25, 2.25], False],
['outputs:a_texcoordf_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordh_2', [1.25, 2.25], False],
['outputs:a_texcoordh_3', [1.25, 2.25, 3.25], False],
['outputs:a_texcoordd_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordd_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_texcoordf_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_texcoordh_2_array', [[1.25, 2.25], [11.25, 12.25]], False],
['outputs:a_texcoordh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_timecode', 1.25, False],
['outputs:a_timecode_array', [1.25, 2.25], False],
['outputs:a_token', "Rebel\nScum", False],
['outputs:a_token_array', ["Han\n\"Indiana\"", "Solo"], False],
['outputs:a_uchar', 3, False],
['outputs:a_uchar_array', [3, 4], False],
['outputs:a_uint', 3, False],
['outputs:a_uint_array', [3, 4], False],
['outputs:a_uint64', 3, False],
['outputs:a_uint64_array', [3, 4], False],
['outputs:a_vectord_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectorf_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectorh_3', [1.25, 2.25, 3.25], False],
['outputs:a_vectord_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_vectorf_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
['outputs:a_vectorh_3_array', [[1.25, 2.25, 3.25], [11.25, 12.25, 13.25]], False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllDataTypes", "omni.graph.test.TestAllDataTypes", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllDataTypes User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllDataTypes","omni.graph.test.TestAllDataTypes", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllDataTypes User test case #{i+1}", 16)
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestAllDataTypesDatabase import OgnTestAllDataTypesDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestAllDataTypes", "omni.graph.test.TestAllDataTypes")
})
database = OgnTestAllDataTypesDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:a_bool"))
attribute = test_node.get_attribute("inputs:a_bool")
db_value = database.inputs.a_bool
expected_value = False
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_bool_array"))
attribute = test_node.get_attribute("inputs:a_bool_array")
db_value = database.inputs.a_bool_array
expected_value = [False, True]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_3"))
attribute = test_node.get_attribute("inputs:a_colord_3")
db_value = database.inputs.a_colord_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_3_array"))
attribute = test_node.get_attribute("inputs:a_colord_3_array")
db_value = database.inputs.a_colord_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_4"))
attribute = test_node.get_attribute("inputs:a_colord_4")
db_value = database.inputs.a_colord_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord_4_array"))
attribute = test_node.get_attribute("inputs:a_colord_4_array")
db_value = database.inputs.a_colord_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_3"))
attribute = test_node.get_attribute("inputs:a_colorf_3")
db_value = database.inputs.a_colorf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_3_array"))
attribute = test_node.get_attribute("inputs:a_colorf_3_array")
db_value = database.inputs.a_colorf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_4"))
attribute = test_node.get_attribute("inputs:a_colorf_4")
db_value = database.inputs.a_colorf_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf_4_array"))
attribute = test_node.get_attribute("inputs:a_colorf_4_array")
db_value = database.inputs.a_colorf_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_3"))
attribute = test_node.get_attribute("inputs:a_colorh_3")
db_value = database.inputs.a_colorh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_3_array"))
attribute = test_node.get_attribute("inputs:a_colorh_3_array")
db_value = database.inputs.a_colorh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_4"))
attribute = test_node.get_attribute("inputs:a_colorh_4")
db_value = database.inputs.a_colorh_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh_4_array"))
attribute = test_node.get_attribute("inputs:a_colorh_4_array")
db_value = database.inputs.a_colorh_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double"))
attribute = test_node.get_attribute("inputs:a_double")
db_value = database.inputs.a_double
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_2"))
attribute = test_node.get_attribute("inputs:a_double_2")
db_value = database.inputs.a_double_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_2_array"))
attribute = test_node.get_attribute("inputs:a_double_2_array")
db_value = database.inputs.a_double_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_3"))
attribute = test_node.get_attribute("inputs:a_double_3")
db_value = database.inputs.a_double_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_3_array"))
attribute = test_node.get_attribute("inputs:a_double_3_array")
db_value = database.inputs.a_double_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_4"))
attribute = test_node.get_attribute("inputs:a_double_4")
db_value = database.inputs.a_double_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_4_array"))
attribute = test_node.get_attribute("inputs:a_double_4_array")
db_value = database.inputs.a_double_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array"))
attribute = test_node.get_attribute("inputs:a_double_array")
db_value = database.inputs.a_double_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_execution"))
attribute = test_node.get_attribute("inputs:a_execution")
db_value = database.inputs.a_execution
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float"))
attribute = test_node.get_attribute("inputs:a_float")
db_value = database.inputs.a_float
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_2"))
attribute = test_node.get_attribute("inputs:a_float_2")
db_value = database.inputs.a_float_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_2_array"))
attribute = test_node.get_attribute("inputs:a_float_2_array")
db_value = database.inputs.a_float_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_3"))
attribute = test_node.get_attribute("inputs:a_float_3")
db_value = database.inputs.a_float_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_3_array"))
attribute = test_node.get_attribute("inputs:a_float_3_array")
db_value = database.inputs.a_float_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_4"))
attribute = test_node.get_attribute("inputs:a_float_4")
db_value = database.inputs.a_float_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_4_array"))
attribute = test_node.get_attribute("inputs:a_float_4_array")
db_value = database.inputs.a_float_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array"))
attribute = test_node.get_attribute("inputs:a_float_array")
db_value = database.inputs.a_float_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame_4"))
attribute = test_node.get_attribute("inputs:a_frame_4")
db_value = database.inputs.a_frame_4
expected_value = [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame_4_array"))
attribute = test_node.get_attribute("inputs:a_frame_4_array")
db_value = database.inputs.a_frame_4_array
expected_value = [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half"))
attribute = test_node.get_attribute("inputs:a_half")
db_value = database.inputs.a_half
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_2"))
attribute = test_node.get_attribute("inputs:a_half_2")
db_value = database.inputs.a_half_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_2_array"))
attribute = test_node.get_attribute("inputs:a_half_2_array")
db_value = database.inputs.a_half_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_3"))
attribute = test_node.get_attribute("inputs:a_half_3")
db_value = database.inputs.a_half_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_3_array"))
attribute = test_node.get_attribute("inputs:a_half_3_array")
db_value = database.inputs.a_half_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_4"))
attribute = test_node.get_attribute("inputs:a_half_4")
db_value = database.inputs.a_half_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_4_array"))
attribute = test_node.get_attribute("inputs:a_half_4_array")
db_value = database.inputs.a_half_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array"))
attribute = test_node.get_attribute("inputs:a_half_array")
db_value = database.inputs.a_half_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int"))
attribute = test_node.get_attribute("inputs:a_int")
db_value = database.inputs.a_int
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int64"))
attribute = test_node.get_attribute("inputs:a_int64")
db_value = database.inputs.a_int64
expected_value = 12345
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int64_array"))
attribute = test_node.get_attribute("inputs:a_int64_array")
db_value = database.inputs.a_int64_array
expected_value = [12345, 23456]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_2"))
attribute = test_node.get_attribute("inputs:a_int_2")
db_value = database.inputs.a_int_2
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_2_array"))
attribute = test_node.get_attribute("inputs:a_int_2_array")
db_value = database.inputs.a_int_2_array
expected_value = [[1, 2], [3, 4]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_3"))
attribute = test_node.get_attribute("inputs:a_int_3")
db_value = database.inputs.a_int_3
expected_value = [1, 2, 3]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_3_array"))
attribute = test_node.get_attribute("inputs:a_int_3_array")
db_value = database.inputs.a_int_3_array
expected_value = [[1, 2, 3], [4, 5, 6]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_4"))
attribute = test_node.get_attribute("inputs:a_int_4")
db_value = database.inputs.a_int_4
expected_value = [1, 2, 3, 4]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_4_array"))
attribute = test_node.get_attribute("inputs:a_int_4_array")
db_value = database.inputs.a_int_4_array
expected_value = [[1, 2, 3, 4], [5, 6, 7, 8]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_int_array"))
attribute = test_node.get_attribute("inputs:a_int_array")
db_value = database.inputs.a_int_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_2"))
attribute = test_node.get_attribute("inputs:a_matrixd_2")
db_value = database.inputs.a_matrixd_2
expected_value = [[1.0, 2.0], [3.0, 4.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_2_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_2_array")
db_value = database.inputs.a_matrixd_2_array
expected_value = [[[1.0, 2.0], [3.0, 4.0]], [[11.0, 12.0], [13.0, 14.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_3"))
attribute = test_node.get_attribute("inputs:a_matrixd_3")
db_value = database.inputs.a_matrixd_3
expected_value = [[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_3_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_3_array")
db_value = database.inputs.a_matrixd_3_array
expected_value = [[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]], [[11.0, 12.0, 13.0], [14.0, 15.0, 16.0], [17.0, 18.0, 19.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_4"))
attribute = test_node.get_attribute("inputs:a_matrixd_4")
db_value = database.inputs.a_matrixd_4
expected_value = [[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd_4_array"))
attribute = test_node.get_attribute("inputs:a_matrixd_4_array")
db_value = database.inputs.a_matrixd_4_array
expected_value = [[[1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0], [9.0, 10.0, 11.0, 12.0], [13.0, 14.0, 15.0, 16.0]], [[11.0, 12.0, 13.0, 14.0], [15.0, 16.0, 17.0, 18.0], [19.0, 20.0, 21.0, 22.0], [23.0, 24.0, 25.0, 26.0]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald_3"))
attribute = test_node.get_attribute("inputs:a_normald_3")
db_value = database.inputs.a_normald_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald_3_array"))
attribute = test_node.get_attribute("inputs:a_normald_3_array")
db_value = database.inputs.a_normald_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf_3"))
attribute = test_node.get_attribute("inputs:a_normalf_3")
db_value = database.inputs.a_normalf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf_3_array"))
attribute = test_node.get_attribute("inputs:a_normalf_3_array")
db_value = database.inputs.a_normalf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh_3"))
attribute = test_node.get_attribute("inputs:a_normalh_3")
db_value = database.inputs.a_normalh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh_3_array"))
attribute = test_node.get_attribute("inputs:a_normalh_3_array")
db_value = database.inputs.a_normalh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_objectId"))
attribute = test_node.get_attribute("inputs:a_objectId")
db_value = database.inputs.a_objectId
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_objectId_array"))
attribute = test_node.get_attribute("inputs:a_objectId_array")
db_value = database.inputs.a_objectId_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_path"))
attribute = test_node.get_attribute("inputs:a_path")
db_value = database.inputs.a_path
expected_value = "/Input"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd_3"))
attribute = test_node.get_attribute("inputs:a_pointd_3")
db_value = database.inputs.a_pointd_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd_3_array"))
attribute = test_node.get_attribute("inputs:a_pointd_3_array")
db_value = database.inputs.a_pointd_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf_3"))
attribute = test_node.get_attribute("inputs:a_pointf_3")
db_value = database.inputs.a_pointf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf_3_array"))
attribute = test_node.get_attribute("inputs:a_pointf_3_array")
db_value = database.inputs.a_pointf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh_3"))
attribute = test_node.get_attribute("inputs:a_pointh_3")
db_value = database.inputs.a_pointh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh_3_array"))
attribute = test_node.get_attribute("inputs:a_pointh_3_array")
db_value = database.inputs.a_pointh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd_4"))
attribute = test_node.get_attribute("inputs:a_quatd_4")
db_value = database.inputs.a_quatd_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd_4_array"))
attribute = test_node.get_attribute("inputs:a_quatd_4_array")
db_value = database.inputs.a_quatd_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf_4"))
attribute = test_node.get_attribute("inputs:a_quatf_4")
db_value = database.inputs.a_quatf_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf_4_array"))
attribute = test_node.get_attribute("inputs:a_quatf_4_array")
db_value = database.inputs.a_quatf_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath_4"))
attribute = test_node.get_attribute("inputs:a_quath_4")
db_value = database.inputs.a_quath_4
expected_value = [1.0, 2.0, 3.0, 4.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath_4_array"))
attribute = test_node.get_attribute("inputs:a_quath_4_array")
db_value = database.inputs.a_quath_4_array
expected_value = [[1.0, 2.0, 3.0, 4.0], [11.0, 12.0, 13.0, 14.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_string"))
attribute = test_node.get_attribute("inputs:a_string")
db_value = database.inputs.a_string
expected_value = "Rey\n\"Palpatine\" Skywalker"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_target"))
attribute = test_node.get_attribute("inputs:a_target")
db_value = database.inputs.a_target
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_2"))
attribute = test_node.get_attribute("inputs:a_texcoordd_2")
db_value = database.inputs.a_texcoordd_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordd_2_array")
db_value = database.inputs.a_texcoordd_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_3"))
attribute = test_node.get_attribute("inputs:a_texcoordd_3")
db_value = database.inputs.a_texcoordd_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordd_3_array")
db_value = database.inputs.a_texcoordd_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_2"))
attribute = test_node.get_attribute("inputs:a_texcoordf_2")
db_value = database.inputs.a_texcoordf_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordf_2_array")
db_value = database.inputs.a_texcoordf_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_3"))
attribute = test_node.get_attribute("inputs:a_texcoordf_3")
db_value = database.inputs.a_texcoordf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordf_3_array")
db_value = database.inputs.a_texcoordf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_2"))
attribute = test_node.get_attribute("inputs:a_texcoordh_2")
db_value = database.inputs.a_texcoordh_2
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_2_array"))
attribute = test_node.get_attribute("inputs:a_texcoordh_2_array")
db_value = database.inputs.a_texcoordh_2_array
expected_value = [[1.0, 2.0], [11.0, 12.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_3"))
attribute = test_node.get_attribute("inputs:a_texcoordh_3")
db_value = database.inputs.a_texcoordh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh_3_array"))
attribute = test_node.get_attribute("inputs:a_texcoordh_3_array")
db_value = database.inputs.a_texcoordh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode"))
attribute = test_node.get_attribute("inputs:a_timecode")
db_value = database.inputs.a_timecode
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array"))
attribute = test_node.get_attribute("inputs:a_timecode_array")
db_value = database.inputs.a_timecode_array
expected_value = [1.0, 2.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_token"))
attribute = test_node.get_attribute("inputs:a_token")
db_value = database.inputs.a_token
expected_value = "Sith\nLord"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_token_array"))
attribute = test_node.get_attribute("inputs:a_token_array")
db_value = database.inputs.a_token_array
expected_value = ['Kylo\n"The Putz"', 'Ren']
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uchar"))
attribute = test_node.get_attribute("inputs:a_uchar")
db_value = database.inputs.a_uchar
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uchar_array"))
attribute = test_node.get_attribute("inputs:a_uchar_array")
db_value = database.inputs.a_uchar_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint"))
attribute = test_node.get_attribute("inputs:a_uint")
db_value = database.inputs.a_uint
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint64"))
attribute = test_node.get_attribute("inputs:a_uint64")
db_value = database.inputs.a_uint64
expected_value = 1
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint64_array"))
attribute = test_node.get_attribute("inputs:a_uint64_array")
db_value = database.inputs.a_uint64_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_uint_array"))
attribute = test_node.get_attribute("inputs:a_uint_array")
db_value = database.inputs.a_uint_array
expected_value = [1, 2]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord_3"))
attribute = test_node.get_attribute("inputs:a_vectord_3")
db_value = database.inputs.a_vectord_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord_3_array"))
attribute = test_node.get_attribute("inputs:a_vectord_3_array")
db_value = database.inputs.a_vectord_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf_3"))
attribute = test_node.get_attribute("inputs:a_vectorf_3")
db_value = database.inputs.a_vectorf_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf_3_array"))
attribute = test_node.get_attribute("inputs:a_vectorf_3_array")
db_value = database.inputs.a_vectorf_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh_3"))
attribute = test_node.get_attribute("inputs:a_vectorh_3")
db_value = database.inputs.a_vectorh_3
expected_value = [1.0, 2.0, 3.0]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh_3_array"))
attribute = test_node.get_attribute("inputs:a_vectorh_3_array")
db_value = database.inputs.a_vectorh_3_array
expected_value = [[1.0, 2.0, 3.0], [11.0, 12.0, 13.0]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:doNotCompute"))
attribute = test_node.get_attribute("inputs:doNotCompute")
db_value = database.inputs.doNotCompute
expected_value = True
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:a_bool"))
attribute = test_node.get_attribute("outputs:a_bool")
db_value = database.outputs.a_bool
self.assertTrue(test_node.get_attribute_exists("outputs:a_bool_array"))
attribute = test_node.get_attribute("outputs:a_bool_array")
db_value = database.outputs.a_bool_array
self.assertTrue(test_node.get_attribute_exists("outputs_a_bundle"))
attribute = test_node.get_attribute("outputs_a_bundle")
db_value = database.outputs.a_bundle
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_3"))
attribute = test_node.get_attribute("outputs:a_colord_3")
db_value = database.outputs.a_colord_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_3_array"))
attribute = test_node.get_attribute("outputs:a_colord_3_array")
db_value = database.outputs.a_colord_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_4"))
attribute = test_node.get_attribute("outputs:a_colord_4")
db_value = database.outputs.a_colord_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord_4_array"))
attribute = test_node.get_attribute("outputs:a_colord_4_array")
db_value = database.outputs.a_colord_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_3"))
attribute = test_node.get_attribute("outputs:a_colorf_3")
db_value = database.outputs.a_colorf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_3_array"))
attribute = test_node.get_attribute("outputs:a_colorf_3_array")
db_value = database.outputs.a_colorf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_4"))
attribute = test_node.get_attribute("outputs:a_colorf_4")
db_value = database.outputs.a_colorf_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf_4_array"))
attribute = test_node.get_attribute("outputs:a_colorf_4_array")
db_value = database.outputs.a_colorf_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_3"))
attribute = test_node.get_attribute("outputs:a_colorh_3")
db_value = database.outputs.a_colorh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_3_array"))
attribute = test_node.get_attribute("outputs:a_colorh_3_array")
db_value = database.outputs.a_colorh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_4"))
attribute = test_node.get_attribute("outputs:a_colorh_4")
db_value = database.outputs.a_colorh_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh_4_array"))
attribute = test_node.get_attribute("outputs:a_colorh_4_array")
db_value = database.outputs.a_colorh_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double"))
attribute = test_node.get_attribute("outputs:a_double")
db_value = database.outputs.a_double
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_2"))
attribute = test_node.get_attribute("outputs:a_double_2")
db_value = database.outputs.a_double_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_2_array"))
attribute = test_node.get_attribute("outputs:a_double_2_array")
db_value = database.outputs.a_double_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_3"))
attribute = test_node.get_attribute("outputs:a_double_3")
db_value = database.outputs.a_double_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_3_array"))
attribute = test_node.get_attribute("outputs:a_double_3_array")
db_value = database.outputs.a_double_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_4"))
attribute = test_node.get_attribute("outputs:a_double_4")
db_value = database.outputs.a_double_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_4_array"))
attribute = test_node.get_attribute("outputs:a_double_4_array")
db_value = database.outputs.a_double_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array"))
attribute = test_node.get_attribute("outputs:a_double_array")
db_value = database.outputs.a_double_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_execution"))
attribute = test_node.get_attribute("outputs:a_execution")
db_value = database.outputs.a_execution
self.assertTrue(test_node.get_attribute_exists("outputs:a_float"))
attribute = test_node.get_attribute("outputs:a_float")
db_value = database.outputs.a_float
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_2"))
attribute = test_node.get_attribute("outputs:a_float_2")
db_value = database.outputs.a_float_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_2_array"))
attribute = test_node.get_attribute("outputs:a_float_2_array")
db_value = database.outputs.a_float_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_3"))
attribute = test_node.get_attribute("outputs:a_float_3")
db_value = database.outputs.a_float_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_3_array"))
attribute = test_node.get_attribute("outputs:a_float_3_array")
db_value = database.outputs.a_float_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_4"))
attribute = test_node.get_attribute("outputs:a_float_4")
db_value = database.outputs.a_float_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_4_array"))
attribute = test_node.get_attribute("outputs:a_float_4_array")
db_value = database.outputs.a_float_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array"))
attribute = test_node.get_attribute("outputs:a_float_array")
db_value = database.outputs.a_float_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame_4"))
attribute = test_node.get_attribute("outputs:a_frame_4")
db_value = database.outputs.a_frame_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame_4_array"))
attribute = test_node.get_attribute("outputs:a_frame_4_array")
db_value = database.outputs.a_frame_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half"))
attribute = test_node.get_attribute("outputs:a_half")
db_value = database.outputs.a_half
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_2"))
attribute = test_node.get_attribute("outputs:a_half_2")
db_value = database.outputs.a_half_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_2_array"))
attribute = test_node.get_attribute("outputs:a_half_2_array")
db_value = database.outputs.a_half_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_3"))
attribute = test_node.get_attribute("outputs:a_half_3")
db_value = database.outputs.a_half_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_3_array"))
attribute = test_node.get_attribute("outputs:a_half_3_array")
db_value = database.outputs.a_half_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_4"))
attribute = test_node.get_attribute("outputs:a_half_4")
db_value = database.outputs.a_half_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_4_array"))
attribute = test_node.get_attribute("outputs:a_half_4_array")
db_value = database.outputs.a_half_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array"))
attribute = test_node.get_attribute("outputs:a_half_array")
db_value = database.outputs.a_half_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int"))
attribute = test_node.get_attribute("outputs:a_int")
db_value = database.outputs.a_int
self.assertTrue(test_node.get_attribute_exists("outputs:a_int64"))
attribute = test_node.get_attribute("outputs:a_int64")
db_value = database.outputs.a_int64
self.assertTrue(test_node.get_attribute_exists("outputs:a_int64_array"))
attribute = test_node.get_attribute("outputs:a_int64_array")
db_value = database.outputs.a_int64_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_2"))
attribute = test_node.get_attribute("outputs:a_int_2")
db_value = database.outputs.a_int_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_2_array"))
attribute = test_node.get_attribute("outputs:a_int_2_array")
db_value = database.outputs.a_int_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_3"))
attribute = test_node.get_attribute("outputs:a_int_3")
db_value = database.outputs.a_int_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_3_array"))
attribute = test_node.get_attribute("outputs:a_int_3_array")
db_value = database.outputs.a_int_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_4"))
attribute = test_node.get_attribute("outputs:a_int_4")
db_value = database.outputs.a_int_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_4_array"))
attribute = test_node.get_attribute("outputs:a_int_4_array")
db_value = database.outputs.a_int_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_int_array"))
attribute = test_node.get_attribute("outputs:a_int_array")
db_value = database.outputs.a_int_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_2"))
attribute = test_node.get_attribute("outputs:a_matrixd_2")
db_value = database.outputs.a_matrixd_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_2_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_2_array")
db_value = database.outputs.a_matrixd_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_3"))
attribute = test_node.get_attribute("outputs:a_matrixd_3")
db_value = database.outputs.a_matrixd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_3_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_3_array")
db_value = database.outputs.a_matrixd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_4"))
attribute = test_node.get_attribute("outputs:a_matrixd_4")
db_value = database.outputs.a_matrixd_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd_4_array"))
attribute = test_node.get_attribute("outputs:a_matrixd_4_array")
db_value = database.outputs.a_matrixd_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald_3"))
attribute = test_node.get_attribute("outputs:a_normald_3")
db_value = database.outputs.a_normald_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald_3_array"))
attribute = test_node.get_attribute("outputs:a_normald_3_array")
db_value = database.outputs.a_normald_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf_3"))
attribute = test_node.get_attribute("outputs:a_normalf_3")
db_value = database.outputs.a_normalf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf_3_array"))
attribute = test_node.get_attribute("outputs:a_normalf_3_array")
db_value = database.outputs.a_normalf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh_3"))
attribute = test_node.get_attribute("outputs:a_normalh_3")
db_value = database.outputs.a_normalh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh_3_array"))
attribute = test_node.get_attribute("outputs:a_normalh_3_array")
db_value = database.outputs.a_normalh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_objectId"))
attribute = test_node.get_attribute("outputs:a_objectId")
db_value = database.outputs.a_objectId
self.assertTrue(test_node.get_attribute_exists("outputs:a_objectId_array"))
attribute = test_node.get_attribute("outputs:a_objectId_array")
db_value = database.outputs.a_objectId_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_path"))
attribute = test_node.get_attribute("outputs:a_path")
db_value = database.outputs.a_path
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd_3"))
attribute = test_node.get_attribute("outputs:a_pointd_3")
db_value = database.outputs.a_pointd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd_3_array"))
attribute = test_node.get_attribute("outputs:a_pointd_3_array")
db_value = database.outputs.a_pointd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf_3"))
attribute = test_node.get_attribute("outputs:a_pointf_3")
db_value = database.outputs.a_pointf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf_3_array"))
attribute = test_node.get_attribute("outputs:a_pointf_3_array")
db_value = database.outputs.a_pointf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh_3"))
attribute = test_node.get_attribute("outputs:a_pointh_3")
db_value = database.outputs.a_pointh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh_3_array"))
attribute = test_node.get_attribute("outputs:a_pointh_3_array")
db_value = database.outputs.a_pointh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd_4"))
attribute = test_node.get_attribute("outputs:a_quatd_4")
db_value = database.outputs.a_quatd_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd_4_array"))
attribute = test_node.get_attribute("outputs:a_quatd_4_array")
db_value = database.outputs.a_quatd_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf_4"))
attribute = test_node.get_attribute("outputs:a_quatf_4")
db_value = database.outputs.a_quatf_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf_4_array"))
attribute = test_node.get_attribute("outputs:a_quatf_4_array")
db_value = database.outputs.a_quatf_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath_4"))
attribute = test_node.get_attribute("outputs:a_quath_4")
db_value = database.outputs.a_quath_4
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath_4_array"))
attribute = test_node.get_attribute("outputs:a_quath_4_array")
db_value = database.outputs.a_quath_4_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_string"))
attribute = test_node.get_attribute("outputs:a_string")
db_value = database.outputs.a_string
self.assertTrue(test_node.get_attribute_exists("outputs:a_target"))
attribute = test_node.get_attribute("outputs:a_target")
db_value = database.outputs.a_target
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_2"))
attribute = test_node.get_attribute("outputs:a_texcoordd_2")
db_value = database.outputs.a_texcoordd_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordd_2_array")
db_value = database.outputs.a_texcoordd_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_3"))
attribute = test_node.get_attribute("outputs:a_texcoordd_3")
db_value = database.outputs.a_texcoordd_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordd_3_array")
db_value = database.outputs.a_texcoordd_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_2"))
attribute = test_node.get_attribute("outputs:a_texcoordf_2")
db_value = database.outputs.a_texcoordf_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordf_2_array")
db_value = database.outputs.a_texcoordf_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_3"))
attribute = test_node.get_attribute("outputs:a_texcoordf_3")
db_value = database.outputs.a_texcoordf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordf_3_array")
db_value = database.outputs.a_texcoordf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_2"))
attribute = test_node.get_attribute("outputs:a_texcoordh_2")
db_value = database.outputs.a_texcoordh_2
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_2_array"))
attribute = test_node.get_attribute("outputs:a_texcoordh_2_array")
db_value = database.outputs.a_texcoordh_2_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_3"))
attribute = test_node.get_attribute("outputs:a_texcoordh_3")
db_value = database.outputs.a_texcoordh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh_3_array"))
attribute = test_node.get_attribute("outputs:a_texcoordh_3_array")
db_value = database.outputs.a_texcoordh_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode"))
attribute = test_node.get_attribute("outputs:a_timecode")
db_value = database.outputs.a_timecode
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array"))
attribute = test_node.get_attribute("outputs:a_timecode_array")
db_value = database.outputs.a_timecode_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_token"))
attribute = test_node.get_attribute("outputs:a_token")
db_value = database.outputs.a_token
self.assertTrue(test_node.get_attribute_exists("outputs:a_token_array"))
attribute = test_node.get_attribute("outputs:a_token_array")
db_value = database.outputs.a_token_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uchar"))
attribute = test_node.get_attribute("outputs:a_uchar")
db_value = database.outputs.a_uchar
self.assertTrue(test_node.get_attribute_exists("outputs:a_uchar_array"))
attribute = test_node.get_attribute("outputs:a_uchar_array")
db_value = database.outputs.a_uchar_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint"))
attribute = test_node.get_attribute("outputs:a_uint")
db_value = database.outputs.a_uint
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint64"))
attribute = test_node.get_attribute("outputs:a_uint64")
db_value = database.outputs.a_uint64
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint64_array"))
attribute = test_node.get_attribute("outputs:a_uint64_array")
db_value = database.outputs.a_uint64_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_uint_array"))
attribute = test_node.get_attribute("outputs:a_uint_array")
db_value = database.outputs.a_uint_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord_3"))
attribute = test_node.get_attribute("outputs:a_vectord_3")
db_value = database.outputs.a_vectord_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord_3_array"))
attribute = test_node.get_attribute("outputs:a_vectord_3_array")
db_value = database.outputs.a_vectord_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf_3"))
attribute = test_node.get_attribute("outputs:a_vectorf_3")
db_value = database.outputs.a_vectorf_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf_3_array"))
attribute = test_node.get_attribute("outputs:a_vectorf_3_array")
db_value = database.outputs.a_vectorf_3_array
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh_3"))
attribute = test_node.get_attribute("outputs:a_vectorh_3")
db_value = database.outputs.a_vectorh_3
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh_3_array"))
attribute = test_node.get_attribute("outputs:a_vectorh_3_array")
db_value = database.outputs.a_vectorh_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_bool"))
attribute = test_node.get_attribute("state:a_bool")
db_value = database.state.a_bool
self.assertTrue(test_node.get_attribute_exists("state:a_bool_array"))
attribute = test_node.get_attribute("state:a_bool_array")
db_value = database.state.a_bool_array
self.assertTrue(test_node.get_attribute_exists("state_a_bundle"))
attribute = test_node.get_attribute("state_a_bundle")
db_value = database.state.a_bundle
self.assertTrue(test_node.get_attribute_exists("state:a_colord_3"))
attribute = test_node.get_attribute("state:a_colord_3")
db_value = database.state.a_colord_3
self.assertTrue(test_node.get_attribute_exists("state:a_colord_3_array"))
attribute = test_node.get_attribute("state:a_colord_3_array")
db_value = database.state.a_colord_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_colord_4"))
attribute = test_node.get_attribute("state:a_colord_4")
db_value = database.state.a_colord_4
self.assertTrue(test_node.get_attribute_exists("state:a_colord_4_array"))
attribute = test_node.get_attribute("state:a_colord_4_array")
db_value = database.state.a_colord_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_colorf_3"))
attribute = test_node.get_attribute("state:a_colorf_3")
db_value = database.state.a_colorf_3
self.assertTrue(test_node.get_attribute_exists("state:a_colorf_3_array"))
attribute = test_node.get_attribute("state:a_colorf_3_array")
db_value = database.state.a_colorf_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_colorf_4"))
attribute = test_node.get_attribute("state:a_colorf_4")
db_value = database.state.a_colorf_4
self.assertTrue(test_node.get_attribute_exists("state:a_colorf_4_array"))
attribute = test_node.get_attribute("state:a_colorf_4_array")
db_value = database.state.a_colorf_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_colorh_3"))
attribute = test_node.get_attribute("state:a_colorh_3")
db_value = database.state.a_colorh_3
self.assertTrue(test_node.get_attribute_exists("state:a_colorh_3_array"))
attribute = test_node.get_attribute("state:a_colorh_3_array")
db_value = database.state.a_colorh_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_colorh_4"))
attribute = test_node.get_attribute("state:a_colorh_4")
db_value = database.state.a_colorh_4
self.assertTrue(test_node.get_attribute_exists("state:a_colorh_4_array"))
attribute = test_node.get_attribute("state:a_colorh_4_array")
db_value = database.state.a_colorh_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_double"))
attribute = test_node.get_attribute("state:a_double")
db_value = database.state.a_double
self.assertTrue(test_node.get_attribute_exists("state:a_double_2"))
attribute = test_node.get_attribute("state:a_double_2")
db_value = database.state.a_double_2
self.assertTrue(test_node.get_attribute_exists("state:a_double_2_array"))
attribute = test_node.get_attribute("state:a_double_2_array")
db_value = database.state.a_double_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_double_3"))
attribute = test_node.get_attribute("state:a_double_3")
db_value = database.state.a_double_3
self.assertTrue(test_node.get_attribute_exists("state:a_double_3_array"))
attribute = test_node.get_attribute("state:a_double_3_array")
db_value = database.state.a_double_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_double_4"))
attribute = test_node.get_attribute("state:a_double_4")
db_value = database.state.a_double_4
self.assertTrue(test_node.get_attribute_exists("state:a_double_4_array"))
attribute = test_node.get_attribute("state:a_double_4_array")
db_value = database.state.a_double_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_double_array"))
attribute = test_node.get_attribute("state:a_double_array")
db_value = database.state.a_double_array
self.assertTrue(test_node.get_attribute_exists("state:a_execution"))
attribute = test_node.get_attribute("state:a_execution")
db_value = database.state.a_execution
self.assertTrue(test_node.get_attribute_exists("state:a_firstEvaluation"))
attribute = test_node.get_attribute("state:a_firstEvaluation")
db_value = database.state.a_firstEvaluation
self.assertTrue(test_node.get_attribute_exists("state:a_float"))
attribute = test_node.get_attribute("state:a_float")
db_value = database.state.a_float
self.assertTrue(test_node.get_attribute_exists("state:a_float_2"))
attribute = test_node.get_attribute("state:a_float_2")
db_value = database.state.a_float_2
self.assertTrue(test_node.get_attribute_exists("state:a_float_2_array"))
attribute = test_node.get_attribute("state:a_float_2_array")
db_value = database.state.a_float_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_float_3"))
attribute = test_node.get_attribute("state:a_float_3")
db_value = database.state.a_float_3
self.assertTrue(test_node.get_attribute_exists("state:a_float_3_array"))
attribute = test_node.get_attribute("state:a_float_3_array")
db_value = database.state.a_float_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_float_4"))
attribute = test_node.get_attribute("state:a_float_4")
db_value = database.state.a_float_4
self.assertTrue(test_node.get_attribute_exists("state:a_float_4_array"))
attribute = test_node.get_attribute("state:a_float_4_array")
db_value = database.state.a_float_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_float_array"))
attribute = test_node.get_attribute("state:a_float_array")
db_value = database.state.a_float_array
self.assertTrue(test_node.get_attribute_exists("state:a_frame_4"))
attribute = test_node.get_attribute("state:a_frame_4")
db_value = database.state.a_frame_4
self.assertTrue(test_node.get_attribute_exists("state:a_frame_4_array"))
attribute = test_node.get_attribute("state:a_frame_4_array")
db_value = database.state.a_frame_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_half"))
attribute = test_node.get_attribute("state:a_half")
db_value = database.state.a_half
self.assertTrue(test_node.get_attribute_exists("state:a_half_2"))
attribute = test_node.get_attribute("state:a_half_2")
db_value = database.state.a_half_2
self.assertTrue(test_node.get_attribute_exists("state:a_half_2_array"))
attribute = test_node.get_attribute("state:a_half_2_array")
db_value = database.state.a_half_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_half_3"))
attribute = test_node.get_attribute("state:a_half_3")
db_value = database.state.a_half_3
self.assertTrue(test_node.get_attribute_exists("state:a_half_3_array"))
attribute = test_node.get_attribute("state:a_half_3_array")
db_value = database.state.a_half_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_half_4"))
attribute = test_node.get_attribute("state:a_half_4")
db_value = database.state.a_half_4
self.assertTrue(test_node.get_attribute_exists("state:a_half_4_array"))
attribute = test_node.get_attribute("state:a_half_4_array")
db_value = database.state.a_half_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_half_array"))
attribute = test_node.get_attribute("state:a_half_array")
db_value = database.state.a_half_array
self.assertTrue(test_node.get_attribute_exists("state:a_int"))
attribute = test_node.get_attribute("state:a_int")
db_value = database.state.a_int
self.assertTrue(test_node.get_attribute_exists("state:a_int64"))
attribute = test_node.get_attribute("state:a_int64")
db_value = database.state.a_int64
self.assertTrue(test_node.get_attribute_exists("state:a_int64_array"))
attribute = test_node.get_attribute("state:a_int64_array")
db_value = database.state.a_int64_array
self.assertTrue(test_node.get_attribute_exists("state:a_int_2"))
attribute = test_node.get_attribute("state:a_int_2")
db_value = database.state.a_int_2
self.assertTrue(test_node.get_attribute_exists("state:a_int_2_array"))
attribute = test_node.get_attribute("state:a_int_2_array")
db_value = database.state.a_int_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_int_3"))
attribute = test_node.get_attribute("state:a_int_3")
db_value = database.state.a_int_3
self.assertTrue(test_node.get_attribute_exists("state:a_int_3_array"))
attribute = test_node.get_attribute("state:a_int_3_array")
db_value = database.state.a_int_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_int_4"))
attribute = test_node.get_attribute("state:a_int_4")
db_value = database.state.a_int_4
self.assertTrue(test_node.get_attribute_exists("state:a_int_4_array"))
attribute = test_node.get_attribute("state:a_int_4_array")
db_value = database.state.a_int_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_int_array"))
attribute = test_node.get_attribute("state:a_int_array")
db_value = database.state.a_int_array
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_2"))
attribute = test_node.get_attribute("state:a_matrixd_2")
db_value = database.state.a_matrixd_2
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_2_array"))
attribute = test_node.get_attribute("state:a_matrixd_2_array")
db_value = database.state.a_matrixd_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_3"))
attribute = test_node.get_attribute("state:a_matrixd_3")
db_value = database.state.a_matrixd_3
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_3_array"))
attribute = test_node.get_attribute("state:a_matrixd_3_array")
db_value = database.state.a_matrixd_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_4"))
attribute = test_node.get_attribute("state:a_matrixd_4")
db_value = database.state.a_matrixd_4
self.assertTrue(test_node.get_attribute_exists("state:a_matrixd_4_array"))
attribute = test_node.get_attribute("state:a_matrixd_4_array")
db_value = database.state.a_matrixd_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_normald_3"))
attribute = test_node.get_attribute("state:a_normald_3")
db_value = database.state.a_normald_3
self.assertTrue(test_node.get_attribute_exists("state:a_normald_3_array"))
attribute = test_node.get_attribute("state:a_normald_3_array")
db_value = database.state.a_normald_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_normalf_3"))
attribute = test_node.get_attribute("state:a_normalf_3")
db_value = database.state.a_normalf_3
self.assertTrue(test_node.get_attribute_exists("state:a_normalf_3_array"))
attribute = test_node.get_attribute("state:a_normalf_3_array")
db_value = database.state.a_normalf_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_normalh_3"))
attribute = test_node.get_attribute("state:a_normalh_3")
db_value = database.state.a_normalh_3
self.assertTrue(test_node.get_attribute_exists("state:a_normalh_3_array"))
attribute = test_node.get_attribute("state:a_normalh_3_array")
db_value = database.state.a_normalh_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_objectId"))
attribute = test_node.get_attribute("state:a_objectId")
db_value = database.state.a_objectId
self.assertTrue(test_node.get_attribute_exists("state:a_objectId_array"))
attribute = test_node.get_attribute("state:a_objectId_array")
db_value = database.state.a_objectId_array
self.assertTrue(test_node.get_attribute_exists("state:a_path"))
attribute = test_node.get_attribute("state:a_path")
db_value = database.state.a_path
self.assertTrue(test_node.get_attribute_exists("state:a_pointd_3"))
attribute = test_node.get_attribute("state:a_pointd_3")
db_value = database.state.a_pointd_3
self.assertTrue(test_node.get_attribute_exists("state:a_pointd_3_array"))
attribute = test_node.get_attribute("state:a_pointd_3_array")
db_value = database.state.a_pointd_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_pointf_3"))
attribute = test_node.get_attribute("state:a_pointf_3")
db_value = database.state.a_pointf_3
self.assertTrue(test_node.get_attribute_exists("state:a_pointf_3_array"))
attribute = test_node.get_attribute("state:a_pointf_3_array")
db_value = database.state.a_pointf_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_pointh_3"))
attribute = test_node.get_attribute("state:a_pointh_3")
db_value = database.state.a_pointh_3
self.assertTrue(test_node.get_attribute_exists("state:a_pointh_3_array"))
attribute = test_node.get_attribute("state:a_pointh_3_array")
db_value = database.state.a_pointh_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_quatd_4"))
attribute = test_node.get_attribute("state:a_quatd_4")
db_value = database.state.a_quatd_4
self.assertTrue(test_node.get_attribute_exists("state:a_quatd_4_array"))
attribute = test_node.get_attribute("state:a_quatd_4_array")
db_value = database.state.a_quatd_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_quatf_4"))
attribute = test_node.get_attribute("state:a_quatf_4")
db_value = database.state.a_quatf_4
self.assertTrue(test_node.get_attribute_exists("state:a_quatf_4_array"))
attribute = test_node.get_attribute("state:a_quatf_4_array")
db_value = database.state.a_quatf_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_quath_4"))
attribute = test_node.get_attribute("state:a_quath_4")
db_value = database.state.a_quath_4
self.assertTrue(test_node.get_attribute_exists("state:a_quath_4_array"))
attribute = test_node.get_attribute("state:a_quath_4_array")
db_value = database.state.a_quath_4_array
self.assertTrue(test_node.get_attribute_exists("state:a_string"))
attribute = test_node.get_attribute("state:a_string")
db_value = database.state.a_string
self.assertTrue(test_node.get_attribute_exists("state:a_stringEmpty"))
attribute = test_node.get_attribute("state:a_stringEmpty")
db_value = database.state.a_stringEmpty
self.assertTrue(test_node.get_attribute_exists("state:a_target"))
attribute = test_node.get_attribute("state:a_target")
db_value = database.state.a_target
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordd_2"))
attribute = test_node.get_attribute("state:a_texcoordd_2")
db_value = database.state.a_texcoordd_2
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordd_2_array"))
attribute = test_node.get_attribute("state:a_texcoordd_2_array")
db_value = database.state.a_texcoordd_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordd_3"))
attribute = test_node.get_attribute("state:a_texcoordd_3")
db_value = database.state.a_texcoordd_3
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordd_3_array"))
attribute = test_node.get_attribute("state:a_texcoordd_3_array")
db_value = database.state.a_texcoordd_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordf_2"))
attribute = test_node.get_attribute("state:a_texcoordf_2")
db_value = database.state.a_texcoordf_2
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordf_2_array"))
attribute = test_node.get_attribute("state:a_texcoordf_2_array")
db_value = database.state.a_texcoordf_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordf_3"))
attribute = test_node.get_attribute("state:a_texcoordf_3")
db_value = database.state.a_texcoordf_3
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordf_3_array"))
attribute = test_node.get_attribute("state:a_texcoordf_3_array")
db_value = database.state.a_texcoordf_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordh_2"))
attribute = test_node.get_attribute("state:a_texcoordh_2")
db_value = database.state.a_texcoordh_2
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordh_2_array"))
attribute = test_node.get_attribute("state:a_texcoordh_2_array")
db_value = database.state.a_texcoordh_2_array
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordh_3"))
attribute = test_node.get_attribute("state:a_texcoordh_3")
db_value = database.state.a_texcoordh_3
self.assertTrue(test_node.get_attribute_exists("state:a_texcoordh_3_array"))
attribute = test_node.get_attribute("state:a_texcoordh_3_array")
db_value = database.state.a_texcoordh_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_timecode"))
attribute = test_node.get_attribute("state:a_timecode")
db_value = database.state.a_timecode
self.assertTrue(test_node.get_attribute_exists("state:a_timecode_array"))
attribute = test_node.get_attribute("state:a_timecode_array")
db_value = database.state.a_timecode_array
self.assertTrue(test_node.get_attribute_exists("state:a_token"))
attribute = test_node.get_attribute("state:a_token")
db_value = database.state.a_token
self.assertTrue(test_node.get_attribute_exists("state:a_token_array"))
attribute = test_node.get_attribute("state:a_token_array")
db_value = database.state.a_token_array
self.assertTrue(test_node.get_attribute_exists("state:a_uchar"))
attribute = test_node.get_attribute("state:a_uchar")
db_value = database.state.a_uchar
self.assertTrue(test_node.get_attribute_exists("state:a_uchar_array"))
attribute = test_node.get_attribute("state:a_uchar_array")
db_value = database.state.a_uchar_array
self.assertTrue(test_node.get_attribute_exists("state:a_uint"))
attribute = test_node.get_attribute("state:a_uint")
db_value = database.state.a_uint
self.assertTrue(test_node.get_attribute_exists("state:a_uint64"))
attribute = test_node.get_attribute("state:a_uint64")
db_value = database.state.a_uint64
self.assertTrue(test_node.get_attribute_exists("state:a_uint64_array"))
attribute = test_node.get_attribute("state:a_uint64_array")
db_value = database.state.a_uint64_array
self.assertTrue(test_node.get_attribute_exists("state:a_uint_array"))
attribute = test_node.get_attribute("state:a_uint_array")
db_value = database.state.a_uint_array
self.assertTrue(test_node.get_attribute_exists("state:a_vectord_3"))
attribute = test_node.get_attribute("state:a_vectord_3")
db_value = database.state.a_vectord_3
self.assertTrue(test_node.get_attribute_exists("state:a_vectord_3_array"))
attribute = test_node.get_attribute("state:a_vectord_3_array")
db_value = database.state.a_vectord_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_vectorf_3"))
attribute = test_node.get_attribute("state:a_vectorf_3")
db_value = database.state.a_vectorf_3
self.assertTrue(test_node.get_attribute_exists("state:a_vectorf_3_array"))
attribute = test_node.get_attribute("state:a_vectorf_3_array")
db_value = database.state.a_vectorf_3_array
self.assertTrue(test_node.get_attribute_exists("state:a_vectorh_3"))
attribute = test_node.get_attribute("state:a_vectorh_3")
db_value = database.state.a_vectorh_3
self.assertTrue(test_node.get_attribute_exists("state:a_vectorh_3_array"))
attribute = test_node.get_attribute("state:a_vectorh_3_array")
db_value = database.state.a_vectorh_3_array
| 132,676 | Python | 58.046284 | 274 | 0.574663 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestNanInf.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:a_colord3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colord3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colord4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colord4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colord3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colord3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_colord4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colord4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_colorf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colorf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colorf4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colorf4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colorf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colorf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_colorf4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colorf4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_colorh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colorh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colorh4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_colorh4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_colorh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colorh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_colorh4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_colorh4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_double_inf', float("-Inf"), False],
['inputs:a_double_ninf', float("Inf"), False],
['inputs:a_double2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_double2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_double3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_double3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_double4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_double4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_double_array_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_double_array_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_double2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_double2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_double3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_double3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_double4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_double4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_float_inf', float("-Inf"), False],
['inputs:a_float_ninf', float("Inf"), False],
['inputs:a_float2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_float2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_float3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_float3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_float4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_float4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_float_array_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_float_array_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_float2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_float2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_float3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_float3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_float4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_float4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_frame4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_frame4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_frame4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_frame4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_half_inf', float("-Inf"), False],
['inputs:a_half_ninf', float("Inf"), False],
['inputs:a_half2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_half2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_half3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_half3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_half4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_half4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_half_array_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_half_array_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_half2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_half2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_half3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_half3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_half4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_half4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_matrixd2_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_matrixd2_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_matrixd3_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_matrixd3_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_matrixd4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_matrixd4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_matrixd2_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_matrixd2_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_matrixd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_matrixd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_matrixd4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_matrixd4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_normald3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_normald3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_normald3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_normald3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_normalf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_normalf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_normalf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_normalf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_normalh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_normalh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_normalh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_normalh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_pointd3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_pointd3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_pointd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_pointd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_pointf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_pointf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_pointf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_pointf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_pointh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_pointh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_pointh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_pointh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_quatd4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_quatd4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_quatd4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_quatd4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_quatf4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_quatf4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_quatf4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_quatf4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_quath4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_quath4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_quath4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_quath4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_texcoordd2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordd2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_texcoordd3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordd3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_texcoordd2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordd2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_texcoordd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_texcoordf2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordf2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_texcoordf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_texcoordf2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordf2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_texcoordf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_texcoordh2_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordh2_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_texcoordh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_texcoordh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_texcoordh2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordh2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['inputs:a_texcoordh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_texcoordh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_timecode_inf', float("-Inf"), False],
['inputs:a_timecode_ninf', float("Inf"), False],
['inputs:a_timecode_array_inf', [float("-Inf"), float("-Inf")], False],
['inputs:a_timecode_array_ninf', [float("Inf"), float("Inf")], False],
['inputs:a_vectord3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_vectord3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_vectord3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_vectord3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_vectorf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_vectorf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_vectorf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_vectorf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['inputs:a_vectorh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['inputs:a_vectorh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['inputs:a_vectorh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['inputs:a_vectorh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
],
'outputs': [
['outputs:a_colord3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colord3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colord4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colord4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colord3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colord3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_colord4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colord4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_colorf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colorf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colorf4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colorf4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colorf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colorf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_colorf4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colorf4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_colorh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colorh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colorh4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_colorh4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_colorh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colorh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_colorh4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_colorh4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_double_inf', float("-Inf"), False],
['outputs:a_double_ninf', float("Inf"), False],
['outputs:a_double2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_double2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_double3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_double3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_double4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_double4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_double_array_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_double_array_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_double2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_double2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_double3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_double3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_double4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_double4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_float_inf', float("-Inf"), False],
['outputs:a_float_ninf', float("Inf"), False],
['outputs:a_float2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_float2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_float3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_float3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_float4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_float4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_float_array_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_float_array_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_float2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_float2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_float3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_float3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_float4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_float4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_frame4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_frame4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_frame4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_frame4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_half_inf', float("-Inf"), False],
['outputs:a_half_ninf', float("Inf"), False],
['outputs:a_half2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_half2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_half3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_half3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_half4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_half4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_half_array_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_half_array_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_half2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_half2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_half3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_half3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_half4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_half4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_matrixd2_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_matrixd2_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_matrixd3_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_matrixd3_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_matrixd4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_matrixd4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_matrixd2_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_matrixd2_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_matrixd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_matrixd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_matrixd4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_matrixd4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_normald3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_normald3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_normald3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_normald3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_normalf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_normalf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_normalf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_normalf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_normalh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_normalh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_normalh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_normalh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_pointd3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_pointd3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_pointd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_pointd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_pointf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_pointf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_pointf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_pointf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_pointh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_pointh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_pointh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_pointh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_quatd4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_quatd4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_quatd4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_quatd4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_quatf4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_quatf4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_quatf4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_quatf4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_quath4_inf', [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_quath4_ninf', [float("Inf"), float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_quath4_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_quath4_array_ninf', [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_texcoordd2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordd2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_texcoordd3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordd3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_texcoordd2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordd2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_texcoordd3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordd3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_texcoordf2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordf2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_texcoordf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_texcoordf2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordf2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_texcoordf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_texcoordh2_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordh2_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_texcoordh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_texcoordh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_texcoordh2_array_inf', [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordh2_array_ninf', [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], False],
['outputs:a_texcoordh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_texcoordh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_timecode_inf', float("-Inf"), False],
['outputs:a_timecode_ninf', float("Inf"), False],
['outputs:a_timecode_array_inf', [float("-Inf"), float("-Inf")], False],
['outputs:a_timecode_array_ninf', [float("Inf"), float("Inf")], False],
['outputs:a_vectord3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_vectord3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_vectord3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_vectord3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_vectorf3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_vectorf3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_vectorf3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_vectorf3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
['outputs:a_vectorh3_inf', [float("-Inf"), float("-Inf"), float("-Inf")], False],
['outputs:a_vectorh3_ninf', [float("Inf"), float("Inf"), float("Inf")], False],
['outputs:a_vectorh3_array_inf', [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], False],
['outputs:a_vectorh3_array_ninf', [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestNanInf", "omni.graph.test.TestNanInf", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestNanInf User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestNanInf","omni.graph.test.TestNanInf", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestNanInf User test case #{i+1}", 16)
async def test_thread_safety(self):
import omni.kit
# Generate multiple instances of the test setup to run them concurrently
instance_setup = dict()
for n in range(24):
instance_setup[f"/TestGraph_{n}"] = _TestGraphAndNode()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
for (key, test_info) in instance_setup.items():
test_info = await _test_setup_scene(self, og.Controller(allow_exists_prim=True), key, "TestNode_omni_graph_test_TestNanInf", "omni.graph.test.TestNanInf", test_run, test_info)
self.assertEqual(len(og.get_all_graphs()), 24)
# We want to evaluate all graphs concurrently. Kick them all.
# Evaluate multiple times to skip 2 serial frames and increase chances for a race condition.
for _ in range(10):
await omni.kit.app.get_app().next_update_async()
for (key, test_instance) in instance_setup.items():
_test_verify_scene(self, og.Controller(), test_run, test_info, f"omni.graph.test.TestNanInf User test case #{i+1}, instance{key}")
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestNanInfDatabase import OgnTestNanInfDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestNanInf", "omni.graph.test.TestNanInf")
})
database = OgnTestNanInfDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_array_inf"))
attribute = test_node.get_attribute("inputs:a_colord3_array_inf")
db_value = database.inputs.a_colord3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_array_nan"))
attribute = test_node.get_attribute("inputs:a_colord3_array_nan")
db_value = database.inputs.a_colord3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colord3_array_ninf")
db_value = database.inputs.a_colord3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_array_snan"))
attribute = test_node.get_attribute("inputs:a_colord3_array_snan")
db_value = database.inputs.a_colord3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_inf"))
attribute = test_node.get_attribute("inputs:a_colord3_inf")
db_value = database.inputs.a_colord3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_nan"))
attribute = test_node.get_attribute("inputs:a_colord3_nan")
db_value = database.inputs.a_colord3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_ninf"))
attribute = test_node.get_attribute("inputs:a_colord3_ninf")
db_value = database.inputs.a_colord3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord3_snan"))
attribute = test_node.get_attribute("inputs:a_colord3_snan")
db_value = database.inputs.a_colord3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_array_inf"))
attribute = test_node.get_attribute("inputs:a_colord4_array_inf")
db_value = database.inputs.a_colord4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_array_nan"))
attribute = test_node.get_attribute("inputs:a_colord4_array_nan")
db_value = database.inputs.a_colord4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colord4_array_ninf")
db_value = database.inputs.a_colord4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_array_snan"))
attribute = test_node.get_attribute("inputs:a_colord4_array_snan")
db_value = database.inputs.a_colord4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_inf"))
attribute = test_node.get_attribute("inputs:a_colord4_inf")
db_value = database.inputs.a_colord4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_nan"))
attribute = test_node.get_attribute("inputs:a_colord4_nan")
db_value = database.inputs.a_colord4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_ninf"))
attribute = test_node.get_attribute("inputs:a_colord4_ninf")
db_value = database.inputs.a_colord4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colord4_snan"))
attribute = test_node.get_attribute("inputs:a_colord4_snan")
db_value = database.inputs.a_colord4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_array_inf"))
attribute = test_node.get_attribute("inputs:a_colorf3_array_inf")
db_value = database.inputs.a_colorf3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_array_nan"))
attribute = test_node.get_attribute("inputs:a_colorf3_array_nan")
db_value = database.inputs.a_colorf3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colorf3_array_ninf")
db_value = database.inputs.a_colorf3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_array_snan"))
attribute = test_node.get_attribute("inputs:a_colorf3_array_snan")
db_value = database.inputs.a_colorf3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_inf"))
attribute = test_node.get_attribute("inputs:a_colorf3_inf")
db_value = database.inputs.a_colorf3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_nan"))
attribute = test_node.get_attribute("inputs:a_colorf3_nan")
db_value = database.inputs.a_colorf3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_ninf"))
attribute = test_node.get_attribute("inputs:a_colorf3_ninf")
db_value = database.inputs.a_colorf3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf3_snan"))
attribute = test_node.get_attribute("inputs:a_colorf3_snan")
db_value = database.inputs.a_colorf3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_array_inf"))
attribute = test_node.get_attribute("inputs:a_colorf4_array_inf")
db_value = database.inputs.a_colorf4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_array_nan"))
attribute = test_node.get_attribute("inputs:a_colorf4_array_nan")
db_value = database.inputs.a_colorf4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colorf4_array_ninf")
db_value = database.inputs.a_colorf4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_array_snan"))
attribute = test_node.get_attribute("inputs:a_colorf4_array_snan")
db_value = database.inputs.a_colorf4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_inf"))
attribute = test_node.get_attribute("inputs:a_colorf4_inf")
db_value = database.inputs.a_colorf4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_nan"))
attribute = test_node.get_attribute("inputs:a_colorf4_nan")
db_value = database.inputs.a_colorf4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_ninf"))
attribute = test_node.get_attribute("inputs:a_colorf4_ninf")
db_value = database.inputs.a_colorf4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorf4_snan"))
attribute = test_node.get_attribute("inputs:a_colorf4_snan")
db_value = database.inputs.a_colorf4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_array_inf"))
attribute = test_node.get_attribute("inputs:a_colorh3_array_inf")
db_value = database.inputs.a_colorh3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_array_nan"))
attribute = test_node.get_attribute("inputs:a_colorh3_array_nan")
db_value = database.inputs.a_colorh3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colorh3_array_ninf")
db_value = database.inputs.a_colorh3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_array_snan"))
attribute = test_node.get_attribute("inputs:a_colorh3_array_snan")
db_value = database.inputs.a_colorh3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_inf"))
attribute = test_node.get_attribute("inputs:a_colorh3_inf")
db_value = database.inputs.a_colorh3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_nan"))
attribute = test_node.get_attribute("inputs:a_colorh3_nan")
db_value = database.inputs.a_colorh3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_ninf"))
attribute = test_node.get_attribute("inputs:a_colorh3_ninf")
db_value = database.inputs.a_colorh3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh3_snan"))
attribute = test_node.get_attribute("inputs:a_colorh3_snan")
db_value = database.inputs.a_colorh3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_array_inf"))
attribute = test_node.get_attribute("inputs:a_colorh4_array_inf")
db_value = database.inputs.a_colorh4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_array_nan"))
attribute = test_node.get_attribute("inputs:a_colorh4_array_nan")
db_value = database.inputs.a_colorh4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_colorh4_array_ninf")
db_value = database.inputs.a_colorh4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_array_snan"))
attribute = test_node.get_attribute("inputs:a_colorh4_array_snan")
db_value = database.inputs.a_colorh4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_inf"))
attribute = test_node.get_attribute("inputs:a_colorh4_inf")
db_value = database.inputs.a_colorh4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_nan"))
attribute = test_node.get_attribute("inputs:a_colorh4_nan")
db_value = database.inputs.a_colorh4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_ninf"))
attribute = test_node.get_attribute("inputs:a_colorh4_ninf")
db_value = database.inputs.a_colorh4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_colorh4_snan"))
attribute = test_node.get_attribute("inputs:a_colorh4_snan")
db_value = database.inputs.a_colorh4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_array_inf"))
attribute = test_node.get_attribute("inputs:a_double2_array_inf")
db_value = database.inputs.a_double2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_array_nan"))
attribute = test_node.get_attribute("inputs:a_double2_array_nan")
db_value = database.inputs.a_double2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_double2_array_ninf")
db_value = database.inputs.a_double2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_array_snan"))
attribute = test_node.get_attribute("inputs:a_double2_array_snan")
db_value = database.inputs.a_double2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_inf"))
attribute = test_node.get_attribute("inputs:a_double2_inf")
db_value = database.inputs.a_double2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_nan"))
attribute = test_node.get_attribute("inputs:a_double2_nan")
db_value = database.inputs.a_double2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_ninf"))
attribute = test_node.get_attribute("inputs:a_double2_ninf")
db_value = database.inputs.a_double2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double2_snan"))
attribute = test_node.get_attribute("inputs:a_double2_snan")
db_value = database.inputs.a_double2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_array_inf"))
attribute = test_node.get_attribute("inputs:a_double3_array_inf")
db_value = database.inputs.a_double3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_array_nan"))
attribute = test_node.get_attribute("inputs:a_double3_array_nan")
db_value = database.inputs.a_double3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_double3_array_ninf")
db_value = database.inputs.a_double3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_array_snan"))
attribute = test_node.get_attribute("inputs:a_double3_array_snan")
db_value = database.inputs.a_double3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_inf"))
attribute = test_node.get_attribute("inputs:a_double3_inf")
db_value = database.inputs.a_double3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_nan"))
attribute = test_node.get_attribute("inputs:a_double3_nan")
db_value = database.inputs.a_double3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_ninf"))
attribute = test_node.get_attribute("inputs:a_double3_ninf")
db_value = database.inputs.a_double3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double3_snan"))
attribute = test_node.get_attribute("inputs:a_double3_snan")
db_value = database.inputs.a_double3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_array_inf"))
attribute = test_node.get_attribute("inputs:a_double4_array_inf")
db_value = database.inputs.a_double4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_array_nan"))
attribute = test_node.get_attribute("inputs:a_double4_array_nan")
db_value = database.inputs.a_double4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_double4_array_ninf")
db_value = database.inputs.a_double4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_array_snan"))
attribute = test_node.get_attribute("inputs:a_double4_array_snan")
db_value = database.inputs.a_double4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_inf"))
attribute = test_node.get_attribute("inputs:a_double4_inf")
db_value = database.inputs.a_double4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_nan"))
attribute = test_node.get_attribute("inputs:a_double4_nan")
db_value = database.inputs.a_double4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_ninf"))
attribute = test_node.get_attribute("inputs:a_double4_ninf")
db_value = database.inputs.a_double4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double4_snan"))
attribute = test_node.get_attribute("inputs:a_double4_snan")
db_value = database.inputs.a_double4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array_inf"))
attribute = test_node.get_attribute("inputs:a_double_array_inf")
db_value = database.inputs.a_double_array_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array_nan"))
attribute = test_node.get_attribute("inputs:a_double_array_nan")
db_value = database.inputs.a_double_array_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array_ninf"))
attribute = test_node.get_attribute("inputs:a_double_array_ninf")
db_value = database.inputs.a_double_array_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_array_snan"))
attribute = test_node.get_attribute("inputs:a_double_array_snan")
db_value = database.inputs.a_double_array_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_inf"))
attribute = test_node.get_attribute("inputs:a_double_inf")
db_value = database.inputs.a_double_inf
expected_value = float("Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_nan"))
attribute = test_node.get_attribute("inputs:a_double_nan")
db_value = database.inputs.a_double_nan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_ninf"))
attribute = test_node.get_attribute("inputs:a_double_ninf")
db_value = database.inputs.a_double_ninf
expected_value = float("-Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_double_snan"))
attribute = test_node.get_attribute("inputs:a_double_snan")
db_value = database.inputs.a_double_snan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_array_inf"))
attribute = test_node.get_attribute("inputs:a_float2_array_inf")
db_value = database.inputs.a_float2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_array_nan"))
attribute = test_node.get_attribute("inputs:a_float2_array_nan")
db_value = database.inputs.a_float2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_float2_array_ninf")
db_value = database.inputs.a_float2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_array_snan"))
attribute = test_node.get_attribute("inputs:a_float2_array_snan")
db_value = database.inputs.a_float2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_inf"))
attribute = test_node.get_attribute("inputs:a_float2_inf")
db_value = database.inputs.a_float2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_nan"))
attribute = test_node.get_attribute("inputs:a_float2_nan")
db_value = database.inputs.a_float2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_ninf"))
attribute = test_node.get_attribute("inputs:a_float2_ninf")
db_value = database.inputs.a_float2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float2_snan"))
attribute = test_node.get_attribute("inputs:a_float2_snan")
db_value = database.inputs.a_float2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_array_inf"))
attribute = test_node.get_attribute("inputs:a_float3_array_inf")
db_value = database.inputs.a_float3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_array_nan"))
attribute = test_node.get_attribute("inputs:a_float3_array_nan")
db_value = database.inputs.a_float3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_float3_array_ninf")
db_value = database.inputs.a_float3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_array_snan"))
attribute = test_node.get_attribute("inputs:a_float3_array_snan")
db_value = database.inputs.a_float3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_inf"))
attribute = test_node.get_attribute("inputs:a_float3_inf")
db_value = database.inputs.a_float3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_nan"))
attribute = test_node.get_attribute("inputs:a_float3_nan")
db_value = database.inputs.a_float3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_ninf"))
attribute = test_node.get_attribute("inputs:a_float3_ninf")
db_value = database.inputs.a_float3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float3_snan"))
attribute = test_node.get_attribute("inputs:a_float3_snan")
db_value = database.inputs.a_float3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_array_inf"))
attribute = test_node.get_attribute("inputs:a_float4_array_inf")
db_value = database.inputs.a_float4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_array_nan"))
attribute = test_node.get_attribute("inputs:a_float4_array_nan")
db_value = database.inputs.a_float4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_float4_array_ninf")
db_value = database.inputs.a_float4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_array_snan"))
attribute = test_node.get_attribute("inputs:a_float4_array_snan")
db_value = database.inputs.a_float4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_inf"))
attribute = test_node.get_attribute("inputs:a_float4_inf")
db_value = database.inputs.a_float4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_nan"))
attribute = test_node.get_attribute("inputs:a_float4_nan")
db_value = database.inputs.a_float4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_ninf"))
attribute = test_node.get_attribute("inputs:a_float4_ninf")
db_value = database.inputs.a_float4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float4_snan"))
attribute = test_node.get_attribute("inputs:a_float4_snan")
db_value = database.inputs.a_float4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array_inf"))
attribute = test_node.get_attribute("inputs:a_float_array_inf")
db_value = database.inputs.a_float_array_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array_nan"))
attribute = test_node.get_attribute("inputs:a_float_array_nan")
db_value = database.inputs.a_float_array_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array_ninf"))
attribute = test_node.get_attribute("inputs:a_float_array_ninf")
db_value = database.inputs.a_float_array_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_array_snan"))
attribute = test_node.get_attribute("inputs:a_float_array_snan")
db_value = database.inputs.a_float_array_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_inf"))
attribute = test_node.get_attribute("inputs:a_float_inf")
db_value = database.inputs.a_float_inf
expected_value = float("Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_nan"))
attribute = test_node.get_attribute("inputs:a_float_nan")
db_value = database.inputs.a_float_nan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_ninf"))
attribute = test_node.get_attribute("inputs:a_float_ninf")
db_value = database.inputs.a_float_ninf
expected_value = float("-Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_float_snan"))
attribute = test_node.get_attribute("inputs:a_float_snan")
db_value = database.inputs.a_float_snan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_array_inf"))
attribute = test_node.get_attribute("inputs:a_frame4_array_inf")
db_value = database.inputs.a_frame4_array_inf
expected_value = [[[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_array_nan"))
attribute = test_node.get_attribute("inputs:a_frame4_array_nan")
db_value = database.inputs.a_frame4_array_nan
expected_value = [[[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_frame4_array_ninf")
db_value = database.inputs.a_frame4_array_ninf
expected_value = [[[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_array_snan"))
attribute = test_node.get_attribute("inputs:a_frame4_array_snan")
db_value = database.inputs.a_frame4_array_snan
expected_value = [[[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_inf"))
attribute = test_node.get_attribute("inputs:a_frame4_inf")
db_value = database.inputs.a_frame4_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_nan"))
attribute = test_node.get_attribute("inputs:a_frame4_nan")
db_value = database.inputs.a_frame4_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_ninf"))
attribute = test_node.get_attribute("inputs:a_frame4_ninf")
db_value = database.inputs.a_frame4_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_frame4_snan"))
attribute = test_node.get_attribute("inputs:a_frame4_snan")
db_value = database.inputs.a_frame4_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_array_inf"))
attribute = test_node.get_attribute("inputs:a_half2_array_inf")
db_value = database.inputs.a_half2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_array_nan"))
attribute = test_node.get_attribute("inputs:a_half2_array_nan")
db_value = database.inputs.a_half2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_half2_array_ninf")
db_value = database.inputs.a_half2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_array_snan"))
attribute = test_node.get_attribute("inputs:a_half2_array_snan")
db_value = database.inputs.a_half2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_inf"))
attribute = test_node.get_attribute("inputs:a_half2_inf")
db_value = database.inputs.a_half2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_nan"))
attribute = test_node.get_attribute("inputs:a_half2_nan")
db_value = database.inputs.a_half2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_ninf"))
attribute = test_node.get_attribute("inputs:a_half2_ninf")
db_value = database.inputs.a_half2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half2_snan"))
attribute = test_node.get_attribute("inputs:a_half2_snan")
db_value = database.inputs.a_half2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_array_inf"))
attribute = test_node.get_attribute("inputs:a_half3_array_inf")
db_value = database.inputs.a_half3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_array_nan"))
attribute = test_node.get_attribute("inputs:a_half3_array_nan")
db_value = database.inputs.a_half3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_half3_array_ninf")
db_value = database.inputs.a_half3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_array_snan"))
attribute = test_node.get_attribute("inputs:a_half3_array_snan")
db_value = database.inputs.a_half3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_inf"))
attribute = test_node.get_attribute("inputs:a_half3_inf")
db_value = database.inputs.a_half3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_nan"))
attribute = test_node.get_attribute("inputs:a_half3_nan")
db_value = database.inputs.a_half3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_ninf"))
attribute = test_node.get_attribute("inputs:a_half3_ninf")
db_value = database.inputs.a_half3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half3_snan"))
attribute = test_node.get_attribute("inputs:a_half3_snan")
db_value = database.inputs.a_half3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_array_inf"))
attribute = test_node.get_attribute("inputs:a_half4_array_inf")
db_value = database.inputs.a_half4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_array_nan"))
attribute = test_node.get_attribute("inputs:a_half4_array_nan")
db_value = database.inputs.a_half4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_half4_array_ninf")
db_value = database.inputs.a_half4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_array_snan"))
attribute = test_node.get_attribute("inputs:a_half4_array_snan")
db_value = database.inputs.a_half4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_inf"))
attribute = test_node.get_attribute("inputs:a_half4_inf")
db_value = database.inputs.a_half4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_nan"))
attribute = test_node.get_attribute("inputs:a_half4_nan")
db_value = database.inputs.a_half4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_ninf"))
attribute = test_node.get_attribute("inputs:a_half4_ninf")
db_value = database.inputs.a_half4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half4_snan"))
attribute = test_node.get_attribute("inputs:a_half4_snan")
db_value = database.inputs.a_half4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array_inf"))
attribute = test_node.get_attribute("inputs:a_half_array_inf")
db_value = database.inputs.a_half_array_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array_nan"))
attribute = test_node.get_attribute("inputs:a_half_array_nan")
db_value = database.inputs.a_half_array_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array_ninf"))
attribute = test_node.get_attribute("inputs:a_half_array_ninf")
db_value = database.inputs.a_half_array_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_array_snan"))
attribute = test_node.get_attribute("inputs:a_half_array_snan")
db_value = database.inputs.a_half_array_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_inf"))
attribute = test_node.get_attribute("inputs:a_half_inf")
db_value = database.inputs.a_half_inf
expected_value = float("Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_nan"))
attribute = test_node.get_attribute("inputs:a_half_nan")
db_value = database.inputs.a_half_nan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_ninf"))
attribute = test_node.get_attribute("inputs:a_half_ninf")
db_value = database.inputs.a_half_ninf
expected_value = float("-Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_half_snan"))
attribute = test_node.get_attribute("inputs:a_half_snan")
db_value = database.inputs.a_half_snan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_array_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd2_array_inf")
db_value = database.inputs.a_matrixd2_array_inf
expected_value = [[[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]], [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_array_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd2_array_nan")
db_value = database.inputs.a_matrixd2_array_nan
expected_value = [[[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd2_array_ninf")
db_value = database.inputs.a_matrixd2_array_ninf
expected_value = [[[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]], [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_array_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd2_array_snan")
db_value = database.inputs.a_matrixd2_array_snan
expected_value = [[[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]], [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd2_inf")
db_value = database.inputs.a_matrixd2_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd2_nan")
db_value = database.inputs.a_matrixd2_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd2_ninf")
db_value = database.inputs.a_matrixd2_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd2_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd2_snan")
db_value = database.inputs.a_matrixd2_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_array_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd3_array_inf")
db_value = database.inputs.a_matrixd3_array_inf
expected_value = [[[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]], [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_array_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd3_array_nan")
db_value = database.inputs.a_matrixd3_array_nan
expected_value = [[[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd3_array_ninf")
db_value = database.inputs.a_matrixd3_array_ninf
expected_value = [[[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]], [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_array_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd3_array_snan")
db_value = database.inputs.a_matrixd3_array_snan
expected_value = [[[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd3_inf")
db_value = database.inputs.a_matrixd3_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd3_nan")
db_value = database.inputs.a_matrixd3_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd3_ninf")
db_value = database.inputs.a_matrixd3_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd3_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd3_snan")
db_value = database.inputs.a_matrixd3_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_array_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd4_array_inf")
db_value = database.inputs.a_matrixd4_array_inf
expected_value = [[[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]], [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_array_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd4_array_nan")
db_value = database.inputs.a_matrixd4_array_nan
expected_value = [[[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd4_array_ninf")
db_value = database.inputs.a_matrixd4_array_ninf
expected_value = [[[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]], [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_array_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd4_array_snan")
db_value = database.inputs.a_matrixd4_array_snan
expected_value = [[[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]], [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_inf"))
attribute = test_node.get_attribute("inputs:a_matrixd4_inf")
db_value = database.inputs.a_matrixd4_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_nan"))
attribute = test_node.get_attribute("inputs:a_matrixd4_nan")
db_value = database.inputs.a_matrixd4_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_ninf"))
attribute = test_node.get_attribute("inputs:a_matrixd4_ninf")
db_value = database.inputs.a_matrixd4_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_matrixd4_snan"))
attribute = test_node.get_attribute("inputs:a_matrixd4_snan")
db_value = database.inputs.a_matrixd4_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_array_inf"))
attribute = test_node.get_attribute("inputs:a_normald3_array_inf")
db_value = database.inputs.a_normald3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_array_nan"))
attribute = test_node.get_attribute("inputs:a_normald3_array_nan")
db_value = database.inputs.a_normald3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_normald3_array_ninf")
db_value = database.inputs.a_normald3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_array_snan"))
attribute = test_node.get_attribute("inputs:a_normald3_array_snan")
db_value = database.inputs.a_normald3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_inf"))
attribute = test_node.get_attribute("inputs:a_normald3_inf")
db_value = database.inputs.a_normald3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_nan"))
attribute = test_node.get_attribute("inputs:a_normald3_nan")
db_value = database.inputs.a_normald3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_ninf"))
attribute = test_node.get_attribute("inputs:a_normald3_ninf")
db_value = database.inputs.a_normald3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normald3_snan"))
attribute = test_node.get_attribute("inputs:a_normald3_snan")
db_value = database.inputs.a_normald3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_array_inf"))
attribute = test_node.get_attribute("inputs:a_normalf3_array_inf")
db_value = database.inputs.a_normalf3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_array_nan"))
attribute = test_node.get_attribute("inputs:a_normalf3_array_nan")
db_value = database.inputs.a_normalf3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_normalf3_array_ninf")
db_value = database.inputs.a_normalf3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_array_snan"))
attribute = test_node.get_attribute("inputs:a_normalf3_array_snan")
db_value = database.inputs.a_normalf3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_inf"))
attribute = test_node.get_attribute("inputs:a_normalf3_inf")
db_value = database.inputs.a_normalf3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_nan"))
attribute = test_node.get_attribute("inputs:a_normalf3_nan")
db_value = database.inputs.a_normalf3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_ninf"))
attribute = test_node.get_attribute("inputs:a_normalf3_ninf")
db_value = database.inputs.a_normalf3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalf3_snan"))
attribute = test_node.get_attribute("inputs:a_normalf3_snan")
db_value = database.inputs.a_normalf3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_array_inf"))
attribute = test_node.get_attribute("inputs:a_normalh3_array_inf")
db_value = database.inputs.a_normalh3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_array_nan"))
attribute = test_node.get_attribute("inputs:a_normalh3_array_nan")
db_value = database.inputs.a_normalh3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_normalh3_array_ninf")
db_value = database.inputs.a_normalh3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_array_snan"))
attribute = test_node.get_attribute("inputs:a_normalh3_array_snan")
db_value = database.inputs.a_normalh3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_inf"))
attribute = test_node.get_attribute("inputs:a_normalh3_inf")
db_value = database.inputs.a_normalh3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_nan"))
attribute = test_node.get_attribute("inputs:a_normalh3_nan")
db_value = database.inputs.a_normalh3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_ninf"))
attribute = test_node.get_attribute("inputs:a_normalh3_ninf")
db_value = database.inputs.a_normalh3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_normalh3_snan"))
attribute = test_node.get_attribute("inputs:a_normalh3_snan")
db_value = database.inputs.a_normalh3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_array_inf"))
attribute = test_node.get_attribute("inputs:a_pointd3_array_inf")
db_value = database.inputs.a_pointd3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_array_nan"))
attribute = test_node.get_attribute("inputs:a_pointd3_array_nan")
db_value = database.inputs.a_pointd3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_pointd3_array_ninf")
db_value = database.inputs.a_pointd3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_array_snan"))
attribute = test_node.get_attribute("inputs:a_pointd3_array_snan")
db_value = database.inputs.a_pointd3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_inf"))
attribute = test_node.get_attribute("inputs:a_pointd3_inf")
db_value = database.inputs.a_pointd3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_nan"))
attribute = test_node.get_attribute("inputs:a_pointd3_nan")
db_value = database.inputs.a_pointd3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_ninf"))
attribute = test_node.get_attribute("inputs:a_pointd3_ninf")
db_value = database.inputs.a_pointd3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointd3_snan"))
attribute = test_node.get_attribute("inputs:a_pointd3_snan")
db_value = database.inputs.a_pointd3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_array_inf"))
attribute = test_node.get_attribute("inputs:a_pointf3_array_inf")
db_value = database.inputs.a_pointf3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_array_nan"))
attribute = test_node.get_attribute("inputs:a_pointf3_array_nan")
db_value = database.inputs.a_pointf3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_pointf3_array_ninf")
db_value = database.inputs.a_pointf3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_array_snan"))
attribute = test_node.get_attribute("inputs:a_pointf3_array_snan")
db_value = database.inputs.a_pointf3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_inf"))
attribute = test_node.get_attribute("inputs:a_pointf3_inf")
db_value = database.inputs.a_pointf3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_nan"))
attribute = test_node.get_attribute("inputs:a_pointf3_nan")
db_value = database.inputs.a_pointf3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_ninf"))
attribute = test_node.get_attribute("inputs:a_pointf3_ninf")
db_value = database.inputs.a_pointf3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointf3_snan"))
attribute = test_node.get_attribute("inputs:a_pointf3_snan")
db_value = database.inputs.a_pointf3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_array_inf"))
attribute = test_node.get_attribute("inputs:a_pointh3_array_inf")
db_value = database.inputs.a_pointh3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_array_nan"))
attribute = test_node.get_attribute("inputs:a_pointh3_array_nan")
db_value = database.inputs.a_pointh3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_pointh3_array_ninf")
db_value = database.inputs.a_pointh3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_array_snan"))
attribute = test_node.get_attribute("inputs:a_pointh3_array_snan")
db_value = database.inputs.a_pointh3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_inf"))
attribute = test_node.get_attribute("inputs:a_pointh3_inf")
db_value = database.inputs.a_pointh3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_nan"))
attribute = test_node.get_attribute("inputs:a_pointh3_nan")
db_value = database.inputs.a_pointh3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_ninf"))
attribute = test_node.get_attribute("inputs:a_pointh3_ninf")
db_value = database.inputs.a_pointh3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_pointh3_snan"))
attribute = test_node.get_attribute("inputs:a_pointh3_snan")
db_value = database.inputs.a_pointh3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_array_inf"))
attribute = test_node.get_attribute("inputs:a_quatd4_array_inf")
db_value = database.inputs.a_quatd4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_array_nan"))
attribute = test_node.get_attribute("inputs:a_quatd4_array_nan")
db_value = database.inputs.a_quatd4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_quatd4_array_ninf")
db_value = database.inputs.a_quatd4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_array_snan"))
attribute = test_node.get_attribute("inputs:a_quatd4_array_snan")
db_value = database.inputs.a_quatd4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_inf"))
attribute = test_node.get_attribute("inputs:a_quatd4_inf")
db_value = database.inputs.a_quatd4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_nan"))
attribute = test_node.get_attribute("inputs:a_quatd4_nan")
db_value = database.inputs.a_quatd4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_ninf"))
attribute = test_node.get_attribute("inputs:a_quatd4_ninf")
db_value = database.inputs.a_quatd4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatd4_snan"))
attribute = test_node.get_attribute("inputs:a_quatd4_snan")
db_value = database.inputs.a_quatd4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_array_inf"))
attribute = test_node.get_attribute("inputs:a_quatf4_array_inf")
db_value = database.inputs.a_quatf4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_array_nan"))
attribute = test_node.get_attribute("inputs:a_quatf4_array_nan")
db_value = database.inputs.a_quatf4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_quatf4_array_ninf")
db_value = database.inputs.a_quatf4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_array_snan"))
attribute = test_node.get_attribute("inputs:a_quatf4_array_snan")
db_value = database.inputs.a_quatf4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_inf"))
attribute = test_node.get_attribute("inputs:a_quatf4_inf")
db_value = database.inputs.a_quatf4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_nan"))
attribute = test_node.get_attribute("inputs:a_quatf4_nan")
db_value = database.inputs.a_quatf4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_ninf"))
attribute = test_node.get_attribute("inputs:a_quatf4_ninf")
db_value = database.inputs.a_quatf4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quatf4_snan"))
attribute = test_node.get_attribute("inputs:a_quatf4_snan")
db_value = database.inputs.a_quatf4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_array_inf"))
attribute = test_node.get_attribute("inputs:a_quath4_array_inf")
db_value = database.inputs.a_quath4_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_array_nan"))
attribute = test_node.get_attribute("inputs:a_quath4_array_nan")
db_value = database.inputs.a_quath4_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_array_ninf"))
attribute = test_node.get_attribute("inputs:a_quath4_array_ninf")
db_value = database.inputs.a_quath4_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_array_snan"))
attribute = test_node.get_attribute("inputs:a_quath4_array_snan")
db_value = database.inputs.a_quath4_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_inf"))
attribute = test_node.get_attribute("inputs:a_quath4_inf")
db_value = database.inputs.a_quath4_inf
expected_value = [float("Inf"), float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_nan"))
attribute = test_node.get_attribute("inputs:a_quath4_nan")
db_value = database.inputs.a_quath4_nan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_ninf"))
attribute = test_node.get_attribute("inputs:a_quath4_ninf")
db_value = database.inputs.a_quath4_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_quath4_snan"))
attribute = test_node.get_attribute("inputs:a_quath4_snan")
db_value = database.inputs.a_quath4_snan
expected_value = [float("NaN"), float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_array_inf")
db_value = database.inputs.a_texcoordd2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_array_nan")
db_value = database.inputs.a_texcoordd2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_array_ninf")
db_value = database.inputs.a_texcoordd2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_array_snan")
db_value = database.inputs.a_texcoordd2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_inf")
db_value = database.inputs.a_texcoordd2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_nan")
db_value = database.inputs.a_texcoordd2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_ninf")
db_value = database.inputs.a_texcoordd2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd2_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordd2_snan")
db_value = database.inputs.a_texcoordd2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_array_inf")
db_value = database.inputs.a_texcoordd3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_array_nan")
db_value = database.inputs.a_texcoordd3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_array_ninf")
db_value = database.inputs.a_texcoordd3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_array_snan")
db_value = database.inputs.a_texcoordd3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_inf")
db_value = database.inputs.a_texcoordd3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_nan")
db_value = database.inputs.a_texcoordd3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_ninf")
db_value = database.inputs.a_texcoordd3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordd3_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordd3_snan")
db_value = database.inputs.a_texcoordd3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_array_inf")
db_value = database.inputs.a_texcoordf2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_array_nan")
db_value = database.inputs.a_texcoordf2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_array_ninf")
db_value = database.inputs.a_texcoordf2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_array_snan")
db_value = database.inputs.a_texcoordf2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_inf")
db_value = database.inputs.a_texcoordf2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_nan")
db_value = database.inputs.a_texcoordf2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_ninf")
db_value = database.inputs.a_texcoordf2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf2_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordf2_snan")
db_value = database.inputs.a_texcoordf2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_array_inf")
db_value = database.inputs.a_texcoordf3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_array_nan")
db_value = database.inputs.a_texcoordf3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_array_ninf")
db_value = database.inputs.a_texcoordf3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_array_snan")
db_value = database.inputs.a_texcoordf3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_inf")
db_value = database.inputs.a_texcoordf3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_nan")
db_value = database.inputs.a_texcoordf3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_ninf")
db_value = database.inputs.a_texcoordf3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordf3_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordf3_snan")
db_value = database.inputs.a_texcoordf3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_array_inf")
db_value = database.inputs.a_texcoordh2_array_inf
expected_value = [[float("Inf"), float("Inf")], [float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_array_nan")
db_value = database.inputs.a_texcoordh2_array_nan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_array_ninf")
db_value = database.inputs.a_texcoordh2_array_ninf
expected_value = [[float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_array_snan")
db_value = database.inputs.a_texcoordh2_array_snan
expected_value = [[float("NaN"), float("NaN")], [float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_inf")
db_value = database.inputs.a_texcoordh2_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_nan")
db_value = database.inputs.a_texcoordh2_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_ninf")
db_value = database.inputs.a_texcoordh2_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh2_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordh2_snan")
db_value = database.inputs.a_texcoordh2_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_array_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_array_inf")
db_value = database.inputs.a_texcoordh3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_array_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_array_nan")
db_value = database.inputs.a_texcoordh3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_array_ninf")
db_value = database.inputs.a_texcoordh3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_array_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_array_snan")
db_value = database.inputs.a_texcoordh3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_inf"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_inf")
db_value = database.inputs.a_texcoordh3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_nan"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_nan")
db_value = database.inputs.a_texcoordh3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_ninf"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_ninf")
db_value = database.inputs.a_texcoordh3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_texcoordh3_snan"))
attribute = test_node.get_attribute("inputs:a_texcoordh3_snan")
db_value = database.inputs.a_texcoordh3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array_inf"))
attribute = test_node.get_attribute("inputs:a_timecode_array_inf")
db_value = database.inputs.a_timecode_array_inf
expected_value = [float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array_nan"))
attribute = test_node.get_attribute("inputs:a_timecode_array_nan")
db_value = database.inputs.a_timecode_array_nan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array_ninf"))
attribute = test_node.get_attribute("inputs:a_timecode_array_ninf")
db_value = database.inputs.a_timecode_array_ninf
expected_value = [float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_array_snan"))
attribute = test_node.get_attribute("inputs:a_timecode_array_snan")
db_value = database.inputs.a_timecode_array_snan
expected_value = [float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_inf"))
attribute = test_node.get_attribute("inputs:a_timecode_inf")
db_value = database.inputs.a_timecode_inf
expected_value = float("Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_nan"))
attribute = test_node.get_attribute("inputs:a_timecode_nan")
db_value = database.inputs.a_timecode_nan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_ninf"))
attribute = test_node.get_attribute("inputs:a_timecode_ninf")
db_value = database.inputs.a_timecode_ninf
expected_value = float("-Inf")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_timecode_snan"))
attribute = test_node.get_attribute("inputs:a_timecode_snan")
db_value = database.inputs.a_timecode_snan
expected_value = float("NaN")
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_array_inf"))
attribute = test_node.get_attribute("inputs:a_vectord3_array_inf")
db_value = database.inputs.a_vectord3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_array_nan"))
attribute = test_node.get_attribute("inputs:a_vectord3_array_nan")
db_value = database.inputs.a_vectord3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_vectord3_array_ninf")
db_value = database.inputs.a_vectord3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_array_snan"))
attribute = test_node.get_attribute("inputs:a_vectord3_array_snan")
db_value = database.inputs.a_vectord3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_inf"))
attribute = test_node.get_attribute("inputs:a_vectord3_inf")
db_value = database.inputs.a_vectord3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_nan"))
attribute = test_node.get_attribute("inputs:a_vectord3_nan")
db_value = database.inputs.a_vectord3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_ninf"))
attribute = test_node.get_attribute("inputs:a_vectord3_ninf")
db_value = database.inputs.a_vectord3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectord3_snan"))
attribute = test_node.get_attribute("inputs:a_vectord3_snan")
db_value = database.inputs.a_vectord3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_array_inf"))
attribute = test_node.get_attribute("inputs:a_vectorf3_array_inf")
db_value = database.inputs.a_vectorf3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_array_nan"))
attribute = test_node.get_attribute("inputs:a_vectorf3_array_nan")
db_value = database.inputs.a_vectorf3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_vectorf3_array_ninf")
db_value = database.inputs.a_vectorf3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_array_snan"))
attribute = test_node.get_attribute("inputs:a_vectorf3_array_snan")
db_value = database.inputs.a_vectorf3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_inf"))
attribute = test_node.get_attribute("inputs:a_vectorf3_inf")
db_value = database.inputs.a_vectorf3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_nan"))
attribute = test_node.get_attribute("inputs:a_vectorf3_nan")
db_value = database.inputs.a_vectorf3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_ninf"))
attribute = test_node.get_attribute("inputs:a_vectorf3_ninf")
db_value = database.inputs.a_vectorf3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorf3_snan"))
attribute = test_node.get_attribute("inputs:a_vectorf3_snan")
db_value = database.inputs.a_vectorf3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_array_inf"))
attribute = test_node.get_attribute("inputs:a_vectorh3_array_inf")
db_value = database.inputs.a_vectorh3_array_inf
expected_value = [[float("Inf"), float("Inf"), float("Inf")], [float("Inf"), float("Inf"), float("Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_array_nan"))
attribute = test_node.get_attribute("inputs:a_vectorh3_array_nan")
db_value = database.inputs.a_vectorh3_array_nan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_array_ninf"))
attribute = test_node.get_attribute("inputs:a_vectorh3_array_ninf")
db_value = database.inputs.a_vectorh3_array_ninf
expected_value = [[float("-Inf"), float("-Inf"), float("-Inf")], [float("-Inf"), float("-Inf"), float("-Inf")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_array_snan"))
attribute = test_node.get_attribute("inputs:a_vectorh3_array_snan")
db_value = database.inputs.a_vectorh3_array_snan
expected_value = [[float("NaN"), float("NaN"), float("NaN")], [float("NaN"), float("NaN"), float("NaN")]]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_inf"))
attribute = test_node.get_attribute("inputs:a_vectorh3_inf")
db_value = database.inputs.a_vectorh3_inf
expected_value = [float("Inf"), float("Inf"), float("Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_nan"))
attribute = test_node.get_attribute("inputs:a_vectorh3_nan")
db_value = database.inputs.a_vectorh3_nan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_ninf"))
attribute = test_node.get_attribute("inputs:a_vectorh3_ninf")
db_value = database.inputs.a_vectorh3_ninf
expected_value = [float("-Inf"), float("-Inf"), float("-Inf")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:a_vectorh3_snan"))
attribute = test_node.get_attribute("inputs:a_vectorh3_snan")
db_value = database.inputs.a_vectorh3_snan
expected_value = [float("NaN"), float("NaN"), float("NaN")]
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_array_inf"))
attribute = test_node.get_attribute("outputs:a_colord3_array_inf")
db_value = database.outputs.a_colord3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_array_nan"))
attribute = test_node.get_attribute("outputs:a_colord3_array_nan")
db_value = database.outputs.a_colord3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colord3_array_ninf")
db_value = database.outputs.a_colord3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_array_snan"))
attribute = test_node.get_attribute("outputs:a_colord3_array_snan")
db_value = database.outputs.a_colord3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_inf"))
attribute = test_node.get_attribute("outputs:a_colord3_inf")
db_value = database.outputs.a_colord3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_nan"))
attribute = test_node.get_attribute("outputs:a_colord3_nan")
db_value = database.outputs.a_colord3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_ninf"))
attribute = test_node.get_attribute("outputs:a_colord3_ninf")
db_value = database.outputs.a_colord3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord3_snan"))
attribute = test_node.get_attribute("outputs:a_colord3_snan")
db_value = database.outputs.a_colord3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_array_inf"))
attribute = test_node.get_attribute("outputs:a_colord4_array_inf")
db_value = database.outputs.a_colord4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_array_nan"))
attribute = test_node.get_attribute("outputs:a_colord4_array_nan")
db_value = database.outputs.a_colord4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colord4_array_ninf")
db_value = database.outputs.a_colord4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_array_snan"))
attribute = test_node.get_attribute("outputs:a_colord4_array_snan")
db_value = database.outputs.a_colord4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_inf"))
attribute = test_node.get_attribute("outputs:a_colord4_inf")
db_value = database.outputs.a_colord4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_nan"))
attribute = test_node.get_attribute("outputs:a_colord4_nan")
db_value = database.outputs.a_colord4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_ninf"))
attribute = test_node.get_attribute("outputs:a_colord4_ninf")
db_value = database.outputs.a_colord4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colord4_snan"))
attribute = test_node.get_attribute("outputs:a_colord4_snan")
db_value = database.outputs.a_colord4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_array_inf"))
attribute = test_node.get_attribute("outputs:a_colorf3_array_inf")
db_value = database.outputs.a_colorf3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_array_nan"))
attribute = test_node.get_attribute("outputs:a_colorf3_array_nan")
db_value = database.outputs.a_colorf3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colorf3_array_ninf")
db_value = database.outputs.a_colorf3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_array_snan"))
attribute = test_node.get_attribute("outputs:a_colorf3_array_snan")
db_value = database.outputs.a_colorf3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_inf"))
attribute = test_node.get_attribute("outputs:a_colorf3_inf")
db_value = database.outputs.a_colorf3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_nan"))
attribute = test_node.get_attribute("outputs:a_colorf3_nan")
db_value = database.outputs.a_colorf3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_ninf"))
attribute = test_node.get_attribute("outputs:a_colorf3_ninf")
db_value = database.outputs.a_colorf3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf3_snan"))
attribute = test_node.get_attribute("outputs:a_colorf3_snan")
db_value = database.outputs.a_colorf3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_array_inf"))
attribute = test_node.get_attribute("outputs:a_colorf4_array_inf")
db_value = database.outputs.a_colorf4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_array_nan"))
attribute = test_node.get_attribute("outputs:a_colorf4_array_nan")
db_value = database.outputs.a_colorf4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colorf4_array_ninf")
db_value = database.outputs.a_colorf4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_array_snan"))
attribute = test_node.get_attribute("outputs:a_colorf4_array_snan")
db_value = database.outputs.a_colorf4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_inf"))
attribute = test_node.get_attribute("outputs:a_colorf4_inf")
db_value = database.outputs.a_colorf4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_nan"))
attribute = test_node.get_attribute("outputs:a_colorf4_nan")
db_value = database.outputs.a_colorf4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_ninf"))
attribute = test_node.get_attribute("outputs:a_colorf4_ninf")
db_value = database.outputs.a_colorf4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorf4_snan"))
attribute = test_node.get_attribute("outputs:a_colorf4_snan")
db_value = database.outputs.a_colorf4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_array_inf"))
attribute = test_node.get_attribute("outputs:a_colorh3_array_inf")
db_value = database.outputs.a_colorh3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_array_nan"))
attribute = test_node.get_attribute("outputs:a_colorh3_array_nan")
db_value = database.outputs.a_colorh3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colorh3_array_ninf")
db_value = database.outputs.a_colorh3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_array_snan"))
attribute = test_node.get_attribute("outputs:a_colorh3_array_snan")
db_value = database.outputs.a_colorh3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_inf"))
attribute = test_node.get_attribute("outputs:a_colorh3_inf")
db_value = database.outputs.a_colorh3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_nan"))
attribute = test_node.get_attribute("outputs:a_colorh3_nan")
db_value = database.outputs.a_colorh3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_ninf"))
attribute = test_node.get_attribute("outputs:a_colorh3_ninf")
db_value = database.outputs.a_colorh3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh3_snan"))
attribute = test_node.get_attribute("outputs:a_colorh3_snan")
db_value = database.outputs.a_colorh3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_array_inf"))
attribute = test_node.get_attribute("outputs:a_colorh4_array_inf")
db_value = database.outputs.a_colorh4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_array_nan"))
attribute = test_node.get_attribute("outputs:a_colorh4_array_nan")
db_value = database.outputs.a_colorh4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_colorh4_array_ninf")
db_value = database.outputs.a_colorh4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_array_snan"))
attribute = test_node.get_attribute("outputs:a_colorh4_array_snan")
db_value = database.outputs.a_colorh4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_inf"))
attribute = test_node.get_attribute("outputs:a_colorh4_inf")
db_value = database.outputs.a_colorh4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_nan"))
attribute = test_node.get_attribute("outputs:a_colorh4_nan")
db_value = database.outputs.a_colorh4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_ninf"))
attribute = test_node.get_attribute("outputs:a_colorh4_ninf")
db_value = database.outputs.a_colorh4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_colorh4_snan"))
attribute = test_node.get_attribute("outputs:a_colorh4_snan")
db_value = database.outputs.a_colorh4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_array_inf"))
attribute = test_node.get_attribute("outputs:a_double2_array_inf")
db_value = database.outputs.a_double2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_array_nan"))
attribute = test_node.get_attribute("outputs:a_double2_array_nan")
db_value = database.outputs.a_double2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_double2_array_ninf")
db_value = database.outputs.a_double2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_array_snan"))
attribute = test_node.get_attribute("outputs:a_double2_array_snan")
db_value = database.outputs.a_double2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_inf"))
attribute = test_node.get_attribute("outputs:a_double2_inf")
db_value = database.outputs.a_double2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_nan"))
attribute = test_node.get_attribute("outputs:a_double2_nan")
db_value = database.outputs.a_double2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_ninf"))
attribute = test_node.get_attribute("outputs:a_double2_ninf")
db_value = database.outputs.a_double2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double2_snan"))
attribute = test_node.get_attribute("outputs:a_double2_snan")
db_value = database.outputs.a_double2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_array_inf"))
attribute = test_node.get_attribute("outputs:a_double3_array_inf")
db_value = database.outputs.a_double3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_array_nan"))
attribute = test_node.get_attribute("outputs:a_double3_array_nan")
db_value = database.outputs.a_double3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_double3_array_ninf")
db_value = database.outputs.a_double3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_array_snan"))
attribute = test_node.get_attribute("outputs:a_double3_array_snan")
db_value = database.outputs.a_double3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_inf"))
attribute = test_node.get_attribute("outputs:a_double3_inf")
db_value = database.outputs.a_double3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_nan"))
attribute = test_node.get_attribute("outputs:a_double3_nan")
db_value = database.outputs.a_double3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_ninf"))
attribute = test_node.get_attribute("outputs:a_double3_ninf")
db_value = database.outputs.a_double3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double3_snan"))
attribute = test_node.get_attribute("outputs:a_double3_snan")
db_value = database.outputs.a_double3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_array_inf"))
attribute = test_node.get_attribute("outputs:a_double4_array_inf")
db_value = database.outputs.a_double4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_array_nan"))
attribute = test_node.get_attribute("outputs:a_double4_array_nan")
db_value = database.outputs.a_double4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_double4_array_ninf")
db_value = database.outputs.a_double4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_array_snan"))
attribute = test_node.get_attribute("outputs:a_double4_array_snan")
db_value = database.outputs.a_double4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_inf"))
attribute = test_node.get_attribute("outputs:a_double4_inf")
db_value = database.outputs.a_double4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_nan"))
attribute = test_node.get_attribute("outputs:a_double4_nan")
db_value = database.outputs.a_double4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_ninf"))
attribute = test_node.get_attribute("outputs:a_double4_ninf")
db_value = database.outputs.a_double4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double4_snan"))
attribute = test_node.get_attribute("outputs:a_double4_snan")
db_value = database.outputs.a_double4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array_inf"))
attribute = test_node.get_attribute("outputs:a_double_array_inf")
db_value = database.outputs.a_double_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array_nan"))
attribute = test_node.get_attribute("outputs:a_double_array_nan")
db_value = database.outputs.a_double_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array_ninf"))
attribute = test_node.get_attribute("outputs:a_double_array_ninf")
db_value = database.outputs.a_double_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_array_snan"))
attribute = test_node.get_attribute("outputs:a_double_array_snan")
db_value = database.outputs.a_double_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_inf"))
attribute = test_node.get_attribute("outputs:a_double_inf")
db_value = database.outputs.a_double_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_nan"))
attribute = test_node.get_attribute("outputs:a_double_nan")
db_value = database.outputs.a_double_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_ninf"))
attribute = test_node.get_attribute("outputs:a_double_ninf")
db_value = database.outputs.a_double_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_double_snan"))
attribute = test_node.get_attribute("outputs:a_double_snan")
db_value = database.outputs.a_double_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_array_inf"))
attribute = test_node.get_attribute("outputs:a_float2_array_inf")
db_value = database.outputs.a_float2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_array_nan"))
attribute = test_node.get_attribute("outputs:a_float2_array_nan")
db_value = database.outputs.a_float2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_float2_array_ninf")
db_value = database.outputs.a_float2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_array_snan"))
attribute = test_node.get_attribute("outputs:a_float2_array_snan")
db_value = database.outputs.a_float2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_inf"))
attribute = test_node.get_attribute("outputs:a_float2_inf")
db_value = database.outputs.a_float2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_nan"))
attribute = test_node.get_attribute("outputs:a_float2_nan")
db_value = database.outputs.a_float2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_ninf"))
attribute = test_node.get_attribute("outputs:a_float2_ninf")
db_value = database.outputs.a_float2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float2_snan"))
attribute = test_node.get_attribute("outputs:a_float2_snan")
db_value = database.outputs.a_float2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_array_inf"))
attribute = test_node.get_attribute("outputs:a_float3_array_inf")
db_value = database.outputs.a_float3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_array_nan"))
attribute = test_node.get_attribute("outputs:a_float3_array_nan")
db_value = database.outputs.a_float3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_float3_array_ninf")
db_value = database.outputs.a_float3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_array_snan"))
attribute = test_node.get_attribute("outputs:a_float3_array_snan")
db_value = database.outputs.a_float3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_inf"))
attribute = test_node.get_attribute("outputs:a_float3_inf")
db_value = database.outputs.a_float3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_nan"))
attribute = test_node.get_attribute("outputs:a_float3_nan")
db_value = database.outputs.a_float3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_ninf"))
attribute = test_node.get_attribute("outputs:a_float3_ninf")
db_value = database.outputs.a_float3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float3_snan"))
attribute = test_node.get_attribute("outputs:a_float3_snan")
db_value = database.outputs.a_float3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_array_inf"))
attribute = test_node.get_attribute("outputs:a_float4_array_inf")
db_value = database.outputs.a_float4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_array_nan"))
attribute = test_node.get_attribute("outputs:a_float4_array_nan")
db_value = database.outputs.a_float4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_float4_array_ninf")
db_value = database.outputs.a_float4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_array_snan"))
attribute = test_node.get_attribute("outputs:a_float4_array_snan")
db_value = database.outputs.a_float4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_inf"))
attribute = test_node.get_attribute("outputs:a_float4_inf")
db_value = database.outputs.a_float4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_nan"))
attribute = test_node.get_attribute("outputs:a_float4_nan")
db_value = database.outputs.a_float4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_ninf"))
attribute = test_node.get_attribute("outputs:a_float4_ninf")
db_value = database.outputs.a_float4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float4_snan"))
attribute = test_node.get_attribute("outputs:a_float4_snan")
db_value = database.outputs.a_float4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array_inf"))
attribute = test_node.get_attribute("outputs:a_float_array_inf")
db_value = database.outputs.a_float_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array_nan"))
attribute = test_node.get_attribute("outputs:a_float_array_nan")
db_value = database.outputs.a_float_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array_ninf"))
attribute = test_node.get_attribute("outputs:a_float_array_ninf")
db_value = database.outputs.a_float_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_array_snan"))
attribute = test_node.get_attribute("outputs:a_float_array_snan")
db_value = database.outputs.a_float_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_inf"))
attribute = test_node.get_attribute("outputs:a_float_inf")
db_value = database.outputs.a_float_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_nan"))
attribute = test_node.get_attribute("outputs:a_float_nan")
db_value = database.outputs.a_float_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_ninf"))
attribute = test_node.get_attribute("outputs:a_float_ninf")
db_value = database.outputs.a_float_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_float_snan"))
attribute = test_node.get_attribute("outputs:a_float_snan")
db_value = database.outputs.a_float_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_array_inf"))
attribute = test_node.get_attribute("outputs:a_frame4_array_inf")
db_value = database.outputs.a_frame4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_array_nan"))
attribute = test_node.get_attribute("outputs:a_frame4_array_nan")
db_value = database.outputs.a_frame4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_frame4_array_ninf")
db_value = database.outputs.a_frame4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_array_snan"))
attribute = test_node.get_attribute("outputs:a_frame4_array_snan")
db_value = database.outputs.a_frame4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_inf"))
attribute = test_node.get_attribute("outputs:a_frame4_inf")
db_value = database.outputs.a_frame4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_nan"))
attribute = test_node.get_attribute("outputs:a_frame4_nan")
db_value = database.outputs.a_frame4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_ninf"))
attribute = test_node.get_attribute("outputs:a_frame4_ninf")
db_value = database.outputs.a_frame4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_frame4_snan"))
attribute = test_node.get_attribute("outputs:a_frame4_snan")
db_value = database.outputs.a_frame4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_array_inf"))
attribute = test_node.get_attribute("outputs:a_half2_array_inf")
db_value = database.outputs.a_half2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_array_nan"))
attribute = test_node.get_attribute("outputs:a_half2_array_nan")
db_value = database.outputs.a_half2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_half2_array_ninf")
db_value = database.outputs.a_half2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_array_snan"))
attribute = test_node.get_attribute("outputs:a_half2_array_snan")
db_value = database.outputs.a_half2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_inf"))
attribute = test_node.get_attribute("outputs:a_half2_inf")
db_value = database.outputs.a_half2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_nan"))
attribute = test_node.get_attribute("outputs:a_half2_nan")
db_value = database.outputs.a_half2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_ninf"))
attribute = test_node.get_attribute("outputs:a_half2_ninf")
db_value = database.outputs.a_half2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half2_snan"))
attribute = test_node.get_attribute("outputs:a_half2_snan")
db_value = database.outputs.a_half2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_array_inf"))
attribute = test_node.get_attribute("outputs:a_half3_array_inf")
db_value = database.outputs.a_half3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_array_nan"))
attribute = test_node.get_attribute("outputs:a_half3_array_nan")
db_value = database.outputs.a_half3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_half3_array_ninf")
db_value = database.outputs.a_half3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_array_snan"))
attribute = test_node.get_attribute("outputs:a_half3_array_snan")
db_value = database.outputs.a_half3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_inf"))
attribute = test_node.get_attribute("outputs:a_half3_inf")
db_value = database.outputs.a_half3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_nan"))
attribute = test_node.get_attribute("outputs:a_half3_nan")
db_value = database.outputs.a_half3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_ninf"))
attribute = test_node.get_attribute("outputs:a_half3_ninf")
db_value = database.outputs.a_half3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half3_snan"))
attribute = test_node.get_attribute("outputs:a_half3_snan")
db_value = database.outputs.a_half3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_array_inf"))
attribute = test_node.get_attribute("outputs:a_half4_array_inf")
db_value = database.outputs.a_half4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_array_nan"))
attribute = test_node.get_attribute("outputs:a_half4_array_nan")
db_value = database.outputs.a_half4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_half4_array_ninf")
db_value = database.outputs.a_half4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_array_snan"))
attribute = test_node.get_attribute("outputs:a_half4_array_snan")
db_value = database.outputs.a_half4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_inf"))
attribute = test_node.get_attribute("outputs:a_half4_inf")
db_value = database.outputs.a_half4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_nan"))
attribute = test_node.get_attribute("outputs:a_half4_nan")
db_value = database.outputs.a_half4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_ninf"))
attribute = test_node.get_attribute("outputs:a_half4_ninf")
db_value = database.outputs.a_half4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half4_snan"))
attribute = test_node.get_attribute("outputs:a_half4_snan")
db_value = database.outputs.a_half4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array_inf"))
attribute = test_node.get_attribute("outputs:a_half_array_inf")
db_value = database.outputs.a_half_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array_nan"))
attribute = test_node.get_attribute("outputs:a_half_array_nan")
db_value = database.outputs.a_half_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array_ninf"))
attribute = test_node.get_attribute("outputs:a_half_array_ninf")
db_value = database.outputs.a_half_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_array_snan"))
attribute = test_node.get_attribute("outputs:a_half_array_snan")
db_value = database.outputs.a_half_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_inf"))
attribute = test_node.get_attribute("outputs:a_half_inf")
db_value = database.outputs.a_half_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_nan"))
attribute = test_node.get_attribute("outputs:a_half_nan")
db_value = database.outputs.a_half_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_ninf"))
attribute = test_node.get_attribute("outputs:a_half_ninf")
db_value = database.outputs.a_half_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_half_snan"))
attribute = test_node.get_attribute("outputs:a_half_snan")
db_value = database.outputs.a_half_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_array_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd2_array_inf")
db_value = database.outputs.a_matrixd2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_array_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd2_array_nan")
db_value = database.outputs.a_matrixd2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd2_array_ninf")
db_value = database.outputs.a_matrixd2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_array_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd2_array_snan")
db_value = database.outputs.a_matrixd2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd2_inf")
db_value = database.outputs.a_matrixd2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd2_nan")
db_value = database.outputs.a_matrixd2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd2_ninf")
db_value = database.outputs.a_matrixd2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd2_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd2_snan")
db_value = database.outputs.a_matrixd2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_array_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd3_array_inf")
db_value = database.outputs.a_matrixd3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_array_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd3_array_nan")
db_value = database.outputs.a_matrixd3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd3_array_ninf")
db_value = database.outputs.a_matrixd3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_array_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd3_array_snan")
db_value = database.outputs.a_matrixd3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd3_inf")
db_value = database.outputs.a_matrixd3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd3_nan")
db_value = database.outputs.a_matrixd3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd3_ninf")
db_value = database.outputs.a_matrixd3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd3_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd3_snan")
db_value = database.outputs.a_matrixd3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_array_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd4_array_inf")
db_value = database.outputs.a_matrixd4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_array_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd4_array_nan")
db_value = database.outputs.a_matrixd4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd4_array_ninf")
db_value = database.outputs.a_matrixd4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_array_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd4_array_snan")
db_value = database.outputs.a_matrixd4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_inf"))
attribute = test_node.get_attribute("outputs:a_matrixd4_inf")
db_value = database.outputs.a_matrixd4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_nan"))
attribute = test_node.get_attribute("outputs:a_matrixd4_nan")
db_value = database.outputs.a_matrixd4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_ninf"))
attribute = test_node.get_attribute("outputs:a_matrixd4_ninf")
db_value = database.outputs.a_matrixd4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_matrixd4_snan"))
attribute = test_node.get_attribute("outputs:a_matrixd4_snan")
db_value = database.outputs.a_matrixd4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_array_inf"))
attribute = test_node.get_attribute("outputs:a_normald3_array_inf")
db_value = database.outputs.a_normald3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_array_nan"))
attribute = test_node.get_attribute("outputs:a_normald3_array_nan")
db_value = database.outputs.a_normald3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_normald3_array_ninf")
db_value = database.outputs.a_normald3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_array_snan"))
attribute = test_node.get_attribute("outputs:a_normald3_array_snan")
db_value = database.outputs.a_normald3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_inf"))
attribute = test_node.get_attribute("outputs:a_normald3_inf")
db_value = database.outputs.a_normald3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_nan"))
attribute = test_node.get_attribute("outputs:a_normald3_nan")
db_value = database.outputs.a_normald3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_ninf"))
attribute = test_node.get_attribute("outputs:a_normald3_ninf")
db_value = database.outputs.a_normald3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normald3_snan"))
attribute = test_node.get_attribute("outputs:a_normald3_snan")
db_value = database.outputs.a_normald3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_array_inf"))
attribute = test_node.get_attribute("outputs:a_normalf3_array_inf")
db_value = database.outputs.a_normalf3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_array_nan"))
attribute = test_node.get_attribute("outputs:a_normalf3_array_nan")
db_value = database.outputs.a_normalf3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_normalf3_array_ninf")
db_value = database.outputs.a_normalf3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_array_snan"))
attribute = test_node.get_attribute("outputs:a_normalf3_array_snan")
db_value = database.outputs.a_normalf3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_inf"))
attribute = test_node.get_attribute("outputs:a_normalf3_inf")
db_value = database.outputs.a_normalf3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_nan"))
attribute = test_node.get_attribute("outputs:a_normalf3_nan")
db_value = database.outputs.a_normalf3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_ninf"))
attribute = test_node.get_attribute("outputs:a_normalf3_ninf")
db_value = database.outputs.a_normalf3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalf3_snan"))
attribute = test_node.get_attribute("outputs:a_normalf3_snan")
db_value = database.outputs.a_normalf3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_array_inf"))
attribute = test_node.get_attribute("outputs:a_normalh3_array_inf")
db_value = database.outputs.a_normalh3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_array_nan"))
attribute = test_node.get_attribute("outputs:a_normalh3_array_nan")
db_value = database.outputs.a_normalh3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_normalh3_array_ninf")
db_value = database.outputs.a_normalh3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_array_snan"))
attribute = test_node.get_attribute("outputs:a_normalh3_array_snan")
db_value = database.outputs.a_normalh3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_inf"))
attribute = test_node.get_attribute("outputs:a_normalh3_inf")
db_value = database.outputs.a_normalh3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_nan"))
attribute = test_node.get_attribute("outputs:a_normalh3_nan")
db_value = database.outputs.a_normalh3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_ninf"))
attribute = test_node.get_attribute("outputs:a_normalh3_ninf")
db_value = database.outputs.a_normalh3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_normalh3_snan"))
attribute = test_node.get_attribute("outputs:a_normalh3_snan")
db_value = database.outputs.a_normalh3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_array_inf"))
attribute = test_node.get_attribute("outputs:a_pointd3_array_inf")
db_value = database.outputs.a_pointd3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_array_nan"))
attribute = test_node.get_attribute("outputs:a_pointd3_array_nan")
db_value = database.outputs.a_pointd3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_pointd3_array_ninf")
db_value = database.outputs.a_pointd3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_array_snan"))
attribute = test_node.get_attribute("outputs:a_pointd3_array_snan")
db_value = database.outputs.a_pointd3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_inf"))
attribute = test_node.get_attribute("outputs:a_pointd3_inf")
db_value = database.outputs.a_pointd3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_nan"))
attribute = test_node.get_attribute("outputs:a_pointd3_nan")
db_value = database.outputs.a_pointd3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_ninf"))
attribute = test_node.get_attribute("outputs:a_pointd3_ninf")
db_value = database.outputs.a_pointd3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointd3_snan"))
attribute = test_node.get_attribute("outputs:a_pointd3_snan")
db_value = database.outputs.a_pointd3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_array_inf"))
attribute = test_node.get_attribute("outputs:a_pointf3_array_inf")
db_value = database.outputs.a_pointf3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_array_nan"))
attribute = test_node.get_attribute("outputs:a_pointf3_array_nan")
db_value = database.outputs.a_pointf3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_pointf3_array_ninf")
db_value = database.outputs.a_pointf3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_array_snan"))
attribute = test_node.get_attribute("outputs:a_pointf3_array_snan")
db_value = database.outputs.a_pointf3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_inf"))
attribute = test_node.get_attribute("outputs:a_pointf3_inf")
db_value = database.outputs.a_pointf3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_nan"))
attribute = test_node.get_attribute("outputs:a_pointf3_nan")
db_value = database.outputs.a_pointf3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_ninf"))
attribute = test_node.get_attribute("outputs:a_pointf3_ninf")
db_value = database.outputs.a_pointf3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointf3_snan"))
attribute = test_node.get_attribute("outputs:a_pointf3_snan")
db_value = database.outputs.a_pointf3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_array_inf"))
attribute = test_node.get_attribute("outputs:a_pointh3_array_inf")
db_value = database.outputs.a_pointh3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_array_nan"))
attribute = test_node.get_attribute("outputs:a_pointh3_array_nan")
db_value = database.outputs.a_pointh3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_pointh3_array_ninf")
db_value = database.outputs.a_pointh3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_array_snan"))
attribute = test_node.get_attribute("outputs:a_pointh3_array_snan")
db_value = database.outputs.a_pointh3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_inf"))
attribute = test_node.get_attribute("outputs:a_pointh3_inf")
db_value = database.outputs.a_pointh3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_nan"))
attribute = test_node.get_attribute("outputs:a_pointh3_nan")
db_value = database.outputs.a_pointh3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_ninf"))
attribute = test_node.get_attribute("outputs:a_pointh3_ninf")
db_value = database.outputs.a_pointh3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_pointh3_snan"))
attribute = test_node.get_attribute("outputs:a_pointh3_snan")
db_value = database.outputs.a_pointh3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_array_inf"))
attribute = test_node.get_attribute("outputs:a_quatd4_array_inf")
db_value = database.outputs.a_quatd4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_array_nan"))
attribute = test_node.get_attribute("outputs:a_quatd4_array_nan")
db_value = database.outputs.a_quatd4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_quatd4_array_ninf")
db_value = database.outputs.a_quatd4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_array_snan"))
attribute = test_node.get_attribute("outputs:a_quatd4_array_snan")
db_value = database.outputs.a_quatd4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_inf"))
attribute = test_node.get_attribute("outputs:a_quatd4_inf")
db_value = database.outputs.a_quatd4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_nan"))
attribute = test_node.get_attribute("outputs:a_quatd4_nan")
db_value = database.outputs.a_quatd4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_ninf"))
attribute = test_node.get_attribute("outputs:a_quatd4_ninf")
db_value = database.outputs.a_quatd4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatd4_snan"))
attribute = test_node.get_attribute("outputs:a_quatd4_snan")
db_value = database.outputs.a_quatd4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_array_inf"))
attribute = test_node.get_attribute("outputs:a_quatf4_array_inf")
db_value = database.outputs.a_quatf4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_array_nan"))
attribute = test_node.get_attribute("outputs:a_quatf4_array_nan")
db_value = database.outputs.a_quatf4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_quatf4_array_ninf")
db_value = database.outputs.a_quatf4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_array_snan"))
attribute = test_node.get_attribute("outputs:a_quatf4_array_snan")
db_value = database.outputs.a_quatf4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_inf"))
attribute = test_node.get_attribute("outputs:a_quatf4_inf")
db_value = database.outputs.a_quatf4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_nan"))
attribute = test_node.get_attribute("outputs:a_quatf4_nan")
db_value = database.outputs.a_quatf4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_ninf"))
attribute = test_node.get_attribute("outputs:a_quatf4_ninf")
db_value = database.outputs.a_quatf4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quatf4_snan"))
attribute = test_node.get_attribute("outputs:a_quatf4_snan")
db_value = database.outputs.a_quatf4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_array_inf"))
attribute = test_node.get_attribute("outputs:a_quath4_array_inf")
db_value = database.outputs.a_quath4_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_array_nan"))
attribute = test_node.get_attribute("outputs:a_quath4_array_nan")
db_value = database.outputs.a_quath4_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_array_ninf"))
attribute = test_node.get_attribute("outputs:a_quath4_array_ninf")
db_value = database.outputs.a_quath4_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_array_snan"))
attribute = test_node.get_attribute("outputs:a_quath4_array_snan")
db_value = database.outputs.a_quath4_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_inf"))
attribute = test_node.get_attribute("outputs:a_quath4_inf")
db_value = database.outputs.a_quath4_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_nan"))
attribute = test_node.get_attribute("outputs:a_quath4_nan")
db_value = database.outputs.a_quath4_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_ninf"))
attribute = test_node.get_attribute("outputs:a_quath4_ninf")
db_value = database.outputs.a_quath4_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_quath4_snan"))
attribute = test_node.get_attribute("outputs:a_quath4_snan")
db_value = database.outputs.a_quath4_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_array_inf")
db_value = database.outputs.a_texcoordd2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_array_nan")
db_value = database.outputs.a_texcoordd2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_array_ninf")
db_value = database.outputs.a_texcoordd2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_array_snan")
db_value = database.outputs.a_texcoordd2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_inf")
db_value = database.outputs.a_texcoordd2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_nan")
db_value = database.outputs.a_texcoordd2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_ninf")
db_value = database.outputs.a_texcoordd2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd2_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordd2_snan")
db_value = database.outputs.a_texcoordd2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_array_inf")
db_value = database.outputs.a_texcoordd3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_array_nan")
db_value = database.outputs.a_texcoordd3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_array_ninf")
db_value = database.outputs.a_texcoordd3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_array_snan")
db_value = database.outputs.a_texcoordd3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_inf")
db_value = database.outputs.a_texcoordd3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_nan")
db_value = database.outputs.a_texcoordd3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_ninf")
db_value = database.outputs.a_texcoordd3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordd3_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordd3_snan")
db_value = database.outputs.a_texcoordd3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_array_inf")
db_value = database.outputs.a_texcoordf2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_array_nan")
db_value = database.outputs.a_texcoordf2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_array_ninf")
db_value = database.outputs.a_texcoordf2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_array_snan")
db_value = database.outputs.a_texcoordf2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_inf")
db_value = database.outputs.a_texcoordf2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_nan")
db_value = database.outputs.a_texcoordf2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_ninf")
db_value = database.outputs.a_texcoordf2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf2_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordf2_snan")
db_value = database.outputs.a_texcoordf2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_array_inf")
db_value = database.outputs.a_texcoordf3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_array_nan")
db_value = database.outputs.a_texcoordf3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_array_ninf")
db_value = database.outputs.a_texcoordf3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_array_snan")
db_value = database.outputs.a_texcoordf3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_inf")
db_value = database.outputs.a_texcoordf3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_nan")
db_value = database.outputs.a_texcoordf3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_ninf")
db_value = database.outputs.a_texcoordf3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordf3_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordf3_snan")
db_value = database.outputs.a_texcoordf3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_array_inf")
db_value = database.outputs.a_texcoordh2_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_array_nan")
db_value = database.outputs.a_texcoordh2_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_array_ninf")
db_value = database.outputs.a_texcoordh2_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_array_snan")
db_value = database.outputs.a_texcoordh2_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_inf")
db_value = database.outputs.a_texcoordh2_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_nan")
db_value = database.outputs.a_texcoordh2_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_ninf")
db_value = database.outputs.a_texcoordh2_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh2_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordh2_snan")
db_value = database.outputs.a_texcoordh2_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_array_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_array_inf")
db_value = database.outputs.a_texcoordh3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_array_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_array_nan")
db_value = database.outputs.a_texcoordh3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_array_ninf")
db_value = database.outputs.a_texcoordh3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_array_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_array_snan")
db_value = database.outputs.a_texcoordh3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_inf"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_inf")
db_value = database.outputs.a_texcoordh3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_nan"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_nan")
db_value = database.outputs.a_texcoordh3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_ninf"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_ninf")
db_value = database.outputs.a_texcoordh3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_texcoordh3_snan"))
attribute = test_node.get_attribute("outputs:a_texcoordh3_snan")
db_value = database.outputs.a_texcoordh3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array_inf"))
attribute = test_node.get_attribute("outputs:a_timecode_array_inf")
db_value = database.outputs.a_timecode_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array_nan"))
attribute = test_node.get_attribute("outputs:a_timecode_array_nan")
db_value = database.outputs.a_timecode_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array_ninf"))
attribute = test_node.get_attribute("outputs:a_timecode_array_ninf")
db_value = database.outputs.a_timecode_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_array_snan"))
attribute = test_node.get_attribute("outputs:a_timecode_array_snan")
db_value = database.outputs.a_timecode_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_inf"))
attribute = test_node.get_attribute("outputs:a_timecode_inf")
db_value = database.outputs.a_timecode_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_nan"))
attribute = test_node.get_attribute("outputs:a_timecode_nan")
db_value = database.outputs.a_timecode_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_ninf"))
attribute = test_node.get_attribute("outputs:a_timecode_ninf")
db_value = database.outputs.a_timecode_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_timecode_snan"))
attribute = test_node.get_attribute("outputs:a_timecode_snan")
db_value = database.outputs.a_timecode_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_array_inf"))
attribute = test_node.get_attribute("outputs:a_vectord3_array_inf")
db_value = database.outputs.a_vectord3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_array_nan"))
attribute = test_node.get_attribute("outputs:a_vectord3_array_nan")
db_value = database.outputs.a_vectord3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_vectord3_array_ninf")
db_value = database.outputs.a_vectord3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_array_snan"))
attribute = test_node.get_attribute("outputs:a_vectord3_array_snan")
db_value = database.outputs.a_vectord3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_inf"))
attribute = test_node.get_attribute("outputs:a_vectord3_inf")
db_value = database.outputs.a_vectord3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_nan"))
attribute = test_node.get_attribute("outputs:a_vectord3_nan")
db_value = database.outputs.a_vectord3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_ninf"))
attribute = test_node.get_attribute("outputs:a_vectord3_ninf")
db_value = database.outputs.a_vectord3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectord3_snan"))
attribute = test_node.get_attribute("outputs:a_vectord3_snan")
db_value = database.outputs.a_vectord3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_array_inf"))
attribute = test_node.get_attribute("outputs:a_vectorf3_array_inf")
db_value = database.outputs.a_vectorf3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_array_nan"))
attribute = test_node.get_attribute("outputs:a_vectorf3_array_nan")
db_value = database.outputs.a_vectorf3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_vectorf3_array_ninf")
db_value = database.outputs.a_vectorf3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_array_snan"))
attribute = test_node.get_attribute("outputs:a_vectorf3_array_snan")
db_value = database.outputs.a_vectorf3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_inf"))
attribute = test_node.get_attribute("outputs:a_vectorf3_inf")
db_value = database.outputs.a_vectorf3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_nan"))
attribute = test_node.get_attribute("outputs:a_vectorf3_nan")
db_value = database.outputs.a_vectorf3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_ninf"))
attribute = test_node.get_attribute("outputs:a_vectorf3_ninf")
db_value = database.outputs.a_vectorf3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorf3_snan"))
attribute = test_node.get_attribute("outputs:a_vectorf3_snan")
db_value = database.outputs.a_vectorf3_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_array_inf"))
attribute = test_node.get_attribute("outputs:a_vectorh3_array_inf")
db_value = database.outputs.a_vectorh3_array_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_array_nan"))
attribute = test_node.get_attribute("outputs:a_vectorh3_array_nan")
db_value = database.outputs.a_vectorh3_array_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_array_ninf"))
attribute = test_node.get_attribute("outputs:a_vectorh3_array_ninf")
db_value = database.outputs.a_vectorh3_array_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_array_snan"))
attribute = test_node.get_attribute("outputs:a_vectorh3_array_snan")
db_value = database.outputs.a_vectorh3_array_snan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_inf"))
attribute = test_node.get_attribute("outputs:a_vectorh3_inf")
db_value = database.outputs.a_vectorh3_inf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_nan"))
attribute = test_node.get_attribute("outputs:a_vectorh3_nan")
db_value = database.outputs.a_vectorh3_nan
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_ninf"))
attribute = test_node.get_attribute("outputs:a_vectorh3_ninf")
db_value = database.outputs.a_vectorh3_ninf
self.assertTrue(test_node.get_attribute_exists("outputs:a_vectorh3_snan"))
attribute = test_node.get_attribute("outputs:a_vectorh3_snan")
db_value = database.outputs.a_vectorh3_snan
| 239,039 | Python | 63.921238 | 542 | 0.666423 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestTupleArrays.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:float3Array', [[1.0, 2.0, 3.0], [2.0, 3.0, 4.0]], False],
['inputs:multiplier', 3.0, False],
],
'outputs': [
['outputs:float3Array', [[3.0, 6.0, 9.0], [6.0, 9.0, 12.0]], False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TupleArrays", "omni.graph.test.TupleArrays", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TupleArrays User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TupleArrays","omni.graph.test.TupleArrays", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TupleArrays User test case #{i+1}", 16)
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestTupleArraysDatabase import OgnTestTupleArraysDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TupleArrays", "omni.graph.test.TupleArrays")
})
database = OgnTestTupleArraysDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:float3Array"))
attribute = test_node.get_attribute("inputs:float3Array")
db_value = database.inputs.float3Array
expected_value = []
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:multiplier"))
attribute = test_node.get_attribute("inputs:multiplier")
db_value = database.inputs.multiplier
expected_value = 1.0
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:float3Array"))
attribute = test_node.get_attribute("outputs:float3Array")
db_value = database.outputs.float3Array
| 3,534 | Python | 48.097222 | 174 | 0.651669 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/ogn/tests/TestOgnTestAllowedTokens.py | import omni.kit.test
import omni.graph.core as og
import omni.graph.core.tests as ogts
from omni.graph.core.tests.omnigraph_test_utils import _TestGraphAndNode
from omni.graph.core.tests.omnigraph_test_utils import _test_clear_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_setup_scene
from omni.graph.core.tests.omnigraph_test_utils import _test_verify_scene
class TestOgn(ogts.OmniGraphTestCase):
TEST_DATA = [
{
'inputs': [
['inputs:simpleTokens', "red", False],
['inputs:specialTokens', "<", False],
],
'outputs': [
['outputs:combinedTokens', "red<", False],
],
},
{
'inputs': [
['inputs:simpleTokens', "green", False],
['inputs:specialTokens', ">", False],
],
'outputs': [
['outputs:combinedTokens', "green>", False],
],
},
{
'inputs': [
['inputs:simpleTokens', "blue", False],
['inputs:specialTokens', "<", False],
],
'outputs': [
['outputs:combinedTokens', "blue<", False],
],
},
]
async def test_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllowedTokens", "omni.graph.test.TestAllowedTokens", test_run, test_info)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllowedTokens User test case #{i+1}")
async def test_vectorized_generated(self):
test_info = _TestGraphAndNode()
controller = og.Controller()
for i, test_run in enumerate(self.TEST_DATA):
await _test_clear_scene(self, test_run)
test_info = await _test_setup_scene(self, controller, "/TestGraph", "TestNode_omni_graph_test_TestAllowedTokens","omni.graph.test.TestAllowedTokens", test_run, test_info, 16)
await controller.evaluate(test_info.graph)
_test_verify_scene(self, controller, test_run, test_info, f"omni.graph.test.TestAllowedTokens User test case #{i+1}", 16)
async def test_data_access(self):
from omni.graph.test.ogn.OgnTestAllowedTokensDatabase import OgnTestAllowedTokensDatabase
(_, (test_node,), _, _) = og.Controller.edit("/TestGraph", {
og.Controller.Keys.CREATE_NODES: ("Template_omni_graph_test_TestAllowedTokens", "omni.graph.test.TestAllowedTokens")
})
database = OgnTestAllowedTokensDatabase(test_node)
self.assertTrue(test_node.is_valid())
node_type_name = test_node.get_type_name()
self.assertEqual(og.GraphRegistry().get_node_type_version(node_type_name), 1)
def _attr_error(attribute: og.Attribute, usd_test: bool) -> str:
test_type = "USD Load" if usd_test else "Database Access"
return f"{node_type_name} {test_type} Test - {attribute.get_name()} value error"
self.assertTrue(test_node.get_attribute_exists("inputs:simpleTokens"))
attribute = test_node.get_attribute("inputs:simpleTokens")
db_value = database.inputs.simpleTokens
expected_value = "red"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("inputs:specialTokens"))
attribute = test_node.get_attribute("inputs:specialTokens")
db_value = database.inputs.specialTokens
expected_value = ">"
ogts.verify_values(expected_value, db_value, _attr_error(attribute, False))
self.assertTrue(test_node.get_attribute_exists("outputs:combinedTokens"))
attribute = test_node.get_attribute("outputs:combinedTokens")
db_value = database.outputs.combinedTokens
| 4,103 | Python | 44.6 | 186 | 0.622715 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/_impl/extension.py | """Support required by the Carbonite extension loader"""
import omni.ext
from ..bindings._omni_graph_test import acquire_interface as _acquire_interface # noqa: PLE0402
from ..bindings._omni_graph_test import release_interface as _release_interface # noqa: PLE0402
class _PublicExtension(omni.ext.IExt):
"""Object that tracks the lifetime of the Python part of the extension loading"""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.__interface = None
def on_startup(self):
"""Set up initial conditions for the Python part of the extension"""
self.__interface = _acquire_interface()
def on_shutdown(self):
"""Shutting down this part of the extension prepares it for hot reload"""
if self.__interface is not None:
_release_interface(self.__interface)
self.__interface = None
| 899 | Python | 36.499998 | 96 | 0.667408 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_rewire_exec_input.py | """Tests reparenting workflows"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
# ======================================================================
class TestRewireExecInput(ogts.OmniGraphTestCase):
"""Run tests that exercises execution of nodes after various connection and disconnection of attributes."""
async def test_rewire_exec_input_from_same_named_outputs(self):
"""Test making a 2nd connection to an exec input already connected to at upstream attrib of the same name."""
# Load the test scene which has:
# OnImpulse (A1) node --> (A) input of ExpectInputEnabledTest node: output (A) --> Counter (A) node.
# OnImpulse (A2) node --> (no connections)
# OnImpulse (B) node --> (B) input of same ExpectInputEnabledTestnode: output (B) --> Counter (B) node.
(result, error) = await ogts.load_test_file("TestRewireExecInput.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
impulse_a_1 = "/World/ActionGraph/on_impulse_event_A1"
impulse_a_2 = "/World/ActionGraph/on_impulse_event_A2"
impulse_b = "/World/ActionGraph/on_impulse_event_B"
counter_a = "/World/ActionGraph/counter_A"
counter_b = "/World/ActionGraph/counter_B"
exec_test_input_a = "/World/ActionGraph/execinputenabledtest.inputs:execInA"
# Ensure initial state
# Ensure the counters starts at 0
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_a)), 0)
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_b)), 0)
# Trigger impulse A1 and verify counters are (A) 1, (B) 0
og.Controller.set(og.Controller.attribute("state:enableImpulse", impulse_a_1), True)
await og.Controller.evaluate()
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_a)), 1)
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_b)), 0)
# Trigger impulse B and verify counters are (A) 1, (B) 1
og.Controller.set(og.Controller.attribute("state:enableImpulse", impulse_b), True)
await og.Controller.evaluate()
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_a)), 1)
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_b)), 1)
# Reconnect wires
# Connect OnImpulse A2 to the same (A) input of ExecInputEnabledTest node while OnImpulse A1 is still
# connected to it
keys = og.Controller.Keys
og.Controller.edit(
"/World/ActionGraph", {keys.CONNECT: [(impulse_a_2 + ".outputs:execOut", exec_test_input_a)]}
)
# Disconnect impulse A1 from the ExecInputEnabledTest node. This could have been done in 1 call to .edit()
# but this order very much matters for this bug https://nvidia-omniverse.atlassian.net/browse/OM-51679
# so extra explicitly ordering the operations for this test
og.Controller.edit(
"/World/ActionGraph", {keys.DISCONNECT: [(impulse_a_1 + ".outputs:execOut", exec_test_input_a)]}
)
# Validate the fix for ExecInputEnabledTest's (A) input being set to active
# Trigger impulse A2 and verify counters are (A) 2, (B) 1
og.Controller.set(og.Controller.attribute("state:enableImpulse", impulse_a_2), True)
await og.Controller.evaluate()
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_a)), 2)
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_b)), 1)
# Validate that (A) input is deactive such that (B) input still works
# Trigger impulse B and verify counters are (A) 2, (B) 2
og.Controller.set(og.Controller.attribute("state:enableImpulse", impulse_b), True)
await og.Controller.evaluate()
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_a)), 2)
self.assertEqual(og.Controller.get(og.Controller.attribute("state:count", counter_b)), 2)
| 4,162 | Python | 53.064934 | 117 | 0.666987 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_sim_cycle_dependencies.py | import omni.graph.core as og
import omni.graph.core.tests as ogts
class TestSimCycleDependencies(ogts.OmniGraphTestCase):
# ----------------------------------------------------------------------
async def test_compute_counts(self):
# Create a dirty_push graph with two ConstantInt nodes feeding into
# an Add node.
(graph, (input_a, input_b, output, pynode), _, _) = og.Controller.edit(
{"graph_path": "/TestGraph", "evaluator_name": "dirty_push"},
{
og.Controller.Keys.CREATE_NODES: [
("inputA", "omni.graph.nodes.ConstantInt"),
("inputB", "omni.graph.nodes.ConstantInt"),
("output", "omni.graph.nodes.Add"),
("pyNode", "omni.graph.test.ComputeErrorPy"),
],
og.Controller.Keys.CONNECT: [
("inputA.inputs:value", "output.inputs:a"),
("inputB.inputs:value", "output.inputs:b"),
],
og.Controller.Keys.SET_VALUES: [("inputA.inputs:value", 3), ("inputB.inputs:value", 5)],
},
)
self.assertTrue(graph is not None)
self.assertTrue(graph.is_valid())
# There have been no update ticks so no computation should have happened.
self.assertEqual(input_a.get_compute_count(), 0)
self.assertEqual(input_b.get_compute_count(), 0)
self.assertEqual(output.get_compute_count(), 0)
self.assertEqual(pynode.get_compute_count(), 0)
# Wait for an update tick, then check counts.
await og.Controller.evaluate(graph)
self.assertEqual(input_a.get_compute_count(), 1)
self.assertEqual(input_b.get_compute_count(), 1)
self.assertEqual(output.get_compute_count(), 1)
self.assertEqual(pynode.get_compute_count(), 1)
# With nothing new dirtied, another tick should not change counts.
await og.Controller.evaluate(graph)
self.assertEqual(input_a.get_compute_count(), 1)
self.assertEqual(input_b.get_compute_count(), 1)
self.assertEqual(output.get_compute_count(), 1)
self.assertEqual(pynode.get_compute_count(), 1)
# This is a push graph. Pulling the output should not invoke any
# more evaluation.
sum_attr = output.get_attribute("outputs:sum")
self.assertEqual(sum_attr.get(), 8)
await og.Controller.evaluate(graph)
self.assertEqual(input_a.get_compute_count(), 1)
self.assertEqual(input_b.get_compute_count(), 1)
self.assertEqual(output.get_compute_count(), 1)
self.assertEqual(pynode.get_compute_count(), 1)
# Change input_a. Only the counts on input_a and output should change.
attr_a = input_a.get_attribute("inputs:value")
attr_a.set(9)
await og.Controller.evaluate(graph)
self.assertEqual(sum_attr.get(), 14)
self.assertEqual(input_a.get_compute_count(), 2)
self.assertEqual(input_b.get_compute_count(), 1)
self.assertEqual(output.get_compute_count(), 2)
self.assertEqual(pynode.get_compute_count(), 1)
# Manually increment the count on input_a.
self.assertEqual(input_a.increment_compute_count(), 3)
self.assertEqual(input_a.get_compute_count(), 3)
self.assertEqual(input_b.get_compute_count(), 1)
self.assertEqual(output.get_compute_count(), 2)
self.assertEqual(pynode.get_compute_count(), 1)
# Change the python node's input to make sure that its
# compute count increments during evaluate as well.
dummy_in_attr = pynode.get_attribute("inputs:dummyIn")
dummy_in_attr.set(-1)
self.assertEqual(pynode.get_compute_count(), 1)
await og.Controller.evaluate(graph)
self.assertEqual(pynode.get_compute_count(), 2)
# Manually increment the python node's counter.
self.assertEqual(pynode.increment_compute_count(), 3)
| 3,994 | Python | 44.397727 | 104 | 0.608162 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_rename_and_reparent.py | """Tests reparenting and renaming workflows"""
from math import isclose, nan
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
# ======================================================================
class TestRenameAndReparent(ogts.OmniGraphTestCase):
"""Run tests that exercises the renaming and reparenting of prims involved in the graph"""
async def verify_basic_setup(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
graph = omni.graph.core.get_all_graphs()[0]
await og.Controller.evaluate(graph)
# make sure the setup is working to start with:
bundle_inspector_node = og.Controller.node("/World/graph/bundle_inspector")
bundle_inspector_output_values_attr = bundle_inspector_node.get_attribute("outputs:values")
output_value = og.Controller.get(bundle_inspector_output_values_attr)
# FSD may insert other values in the output_value
def to_float(f):
try:
return float(f)
except ValueError:
return nan
# self.assertEqual(float(output_value[0]), 118.0, 0.01)
self.assertTrue(any(isclose(to_float(f), 118.0) for f in output_value))
# mutate the "size" attribute of the cube, which should get picked up by the bundle inspector down
# the line
cube_prim = stage.GetPrimAtPath("/World/Cube")
self.assertIsNotNone(cube_prim)
size_attr = cube_prim.GetAttribute("size")
self.assertIsNotNone(size_attr)
size_attr.Set(119.0)
await omni.kit.app.get_app().next_update_async()
output_value = og.Controller.get(bundle_inspector_output_values_attr)
self.assertTrue(any(isclose(to_float(f), 119.0) for f in output_value))
async def test_reparent_graph(self):
"""Test basic reparenting operations. Here we have a graph that we first reparent under 1 xform then
we create another xform and parent the first xform under that
"""
(result, error) = await ogts.load_test_file("TestBundleGraphReparent.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
# make sure the setup is working to start with:
await self.verify_basic_setup()
cube_prim = stage.GetPrimAtPath("/World/Cube")
size_attr = cube_prim.GetAttribute("size")
# create an xform, and parent our graph under it.
parent_xform_path = omni.usd.get_stage_next_free_path(stage, "/World/" + "parent_xform1", True)
_ = stage.DefinePrim(parent_xform_path, "Xform")
omni.kit.commands.execute("MovePrim", path_from="/World/graph", path_to="/World/parent_xform1/graph")
size_attr.Set(120.0)
await omni.kit.app.get_app().next_update_async()
# must refetch the node and attribute, as these have been destroyed by the move:
bundle_inspector_node = og.Controller.node("/World/parent_xform1/graph/bundle_inspector")
bundle_inspector_output_values_attr = bundle_inspector_node.get_attribute("outputs:values")
output_value = og.Controller.get(bundle_inspector_output_values_attr)
# make sure the graph is still working
self.assertEqual(float(output_value[0]), 120.0, 0.01)
# create another xform, and parent our previous parent xform under it.
parent_xform_path2 = omni.usd.get_stage_next_free_path(stage, "/World/" + "parent_xform2", True)
stage.DefinePrim(parent_xform_path2, "Xform")
omni.kit.commands.execute(
"MovePrim", path_from="/World/parent_xform1", path_to="/World/parent_xform2/parent_xform1"
)
size_attr.Set(121.0)
await omni.kit.app.get_app().next_update_async()
# must refetch the node and attribute, as these have been destroyed by the move:
bundle_inspector_node = og.Controller.node("/World/parent_xform2/parent_xform1/graph/bundle_inspector")
bundle_inspector_output_values_attr = bundle_inspector_node.get_attribute("outputs:values")
output_value = og.Controller.get(bundle_inspector_output_values_attr)
# make sure the graph is still working
self.assertEqual(float(output_value[0]), 121.0, 0.01)
async def test_simple_rename(self):
(result, error) = await ogts.load_test_file("TestBundleGraphReparent.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
# make sure the setup is working to start with:
await self.verify_basic_setup()
cube_prim = stage.GetPrimAtPath("/World/Cube")
size_attr = cube_prim.GetAttribute("size")
# try renaming the graph:
omni.kit.commands.execute("MovePrim", path_from="/World/graph", path_to="/World/graph_renamed")
size_attr.Set(120.0)
await omni.kit.app.get_app().next_update_async()
# must refetch the node and attribute, as these have been destroyed by the move:
bundle_inspector_node = og.Controller.node("/World/graph_renamed/bundle_inspector")
bundle_inspector_output_values_attr = bundle_inspector_node.get_attribute("outputs:values")
output_value = og.Controller.get(bundle_inspector_output_values_attr)
# make sure the graph is still working
self.assertEqual(float(output_value[0]), 120.0, 0.01)
# try renaming a node within the graph:
omni.kit.commands.execute(
"MovePrim",
path_from="/World/graph_renamed/bundle_inspector",
path_to="/World/graph_renamed/bundle_inspector_renamed",
)
size_attr.Set(121.0)
await omni.kit.app.get_app().next_update_async()
# must refetch the node and attribute, as these have been destroyed by the move:
bundle_inspector_node = og.Controller.node("/World/graph_renamed/bundle_inspector_renamed")
bundle_inspector_output_values_attr = bundle_inspector_node.get_attribute("outputs:values")
output_value = og.Controller.get(bundle_inspector_output_values_attr)
# make sure the graph is still working
self.assertEqual(float(output_value[0]), 121.0, 0.01)
async def test_reparent_primnode(self):
"""Test reparenting of prim nodes, which, because of all the special case handling needs its own test"""
(result, error) = await ogts.load_test_file("TestBundleGraphReparent.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
controller = og.Controller()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
# make sure the setup is working to start with:
await self.verify_basic_setup()
# verify bundle inspector is reading cube attribs
count = og.Controller.get(controller.attribute("outputs:count", "/World/graph/bundle_inspector"))
self.assertGreaterEqual(count, 9)
# create an xform, and parent our graph under it.
parent_xform_path = omni.usd.get_stage_next_free_path(stage, "/World/" + "parent_xform1", True)
_ = stage.DefinePrim(parent_xform_path, "Xform")
omni.kit.commands.execute("MovePrim", path_from="/World/Cube", path_to="/World/parent_xform1/Cube")
await controller.evaluate()
# check that bundle inspector is still functional
count = og.Controller.get(controller.attribute("outputs:count", "/World/graph/bundle_inspector"))
self.assertGreaterEqual(count, 9)
| 7,672 | Python | 46.364197 | 113 | 0.661887 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_bugs.py | """Test cases reproducing bugs that need to be fixed"""
import os
import tempfile
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from omni.kit import commands as kit_commands
# ======================================================================
class TestBugs(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises graph functionality"""
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
async def test_om_29829(self):
"""Undo of a connect raises a pxr.Tf.ErrorException"""
controller = og.Controller()
keys = og.Controller.Keys
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SrcNode", "omni.graph.tutorials.ArrayData"),
("DstNode", "omni.graph.tutorials.ArrayData"),
],
keys.CONNECT: ("SrcNode.outputs:result", "DstNode.inputs:original"),
},
)
(success, error) = kit_commands.execute("Undo")
self.assertTrue(success, f"Failed to process an undo - {error}")
# ----------------------------------------------------------------------
async def test_crash_on_reload_referenced_og(self):
"""Tests OM-41534"""
context = omni.usd.get_context()
(result, error) = await ogts.load_test_file("ReferenceMaster.usd", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
n_graphs = len(og.get_all_graphs())
await context.reopen_stage_async()
await omni.kit.app.get_app().next_update_async()
# Verify we have the expected number of graphs
graphs = og.get_all_graphs()
self.assertEqual(len(graphs), n_graphs, f"{graphs}")
# ----------------------------------------------------------------------
async def test_get_node_type(self):
"""OM-41093: Test that node types returned from get_node_type match the actual underlying node type"""
controller = og.Controller()
keys = og.Controller.Keys
# One of each type of node is sufficient for the test as implementation is consistent for .ogn nodes
python_node_type = "omni.graph.test.TupleArrays"
cpp_node_type = "omni.graph.test.TypeResolution"
(_, (python_node, cpp_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("PythonNode", python_node_type),
("CppNode", cpp_node_type),
]
},
)
self.assertEqual(python_node.get_node_type().get_node_type(), python_node_type)
self.assertEqual(cpp_node.get_node_type().get_node_type(), cpp_node_type)
# ----------------------------------------------------------------------
async def test_duplicate_graph(self):
"""OM-41661: Tests that ComputeGraph can be duplicated"""
(result, error) = await ogts.load_test_file("ReferencedGraph.usd", use_caller_subdirectory=True)
context = omni.usd.get_context()
stage = context.get_stage()
self.assertTrue(result, f"{error}")
graphs_list_1 = og.get_all_graphs()
n_graphs = len(graphs_list_1)
old_prim_path = "/World/PushGraph"
old_prim = stage.GetPrimAtPath(old_prim_path)
self.assertTrue(old_prim.IsValid())
new_prim_path = omni.usd.get_stage_next_free_path(stage, old_prim_path, False)
omni.kit.commands.execute("CopyPrim", path_from=old_prim_path, path_to=new_prim_path, exclusive_select=False)
await omni.kit.app.get_app().next_update_async()
new_prim = stage.GetPrimAtPath(new_prim_path)
self.assertTrue(new_prim.IsValid())
# Verify we have the expected number of graphs
graphs_list_2 = og.get_all_graphs()
self.assertGreater(len(graphs_list_2), n_graphs, f"{graphs_list_2}")
# OM-43564: Temporarily comment out the test below
# new_graph = next((g for g in graphs_list_2 if g.get_path_to_graph() == "/World/PushGraph_01"))
# Verify that it is being evaluated
# controller = og.Controller(og.Controller.attribute(f"{new_prim_path}/on_tick.outputs:timeSinceStart"))
# t0 = controller.get()
# await controller.evaluate(new_graph)
# t1 = controller.get()
# self.assertGreater(t1, t0)
# ----------------------------------------------------------------------
async def test_delete_graphs(self):
"""OM-42006: Tests that ComputeGraph can be deleted"""
(result, error) = await ogts.load_test_file("ReferencedGraph.usd", use_caller_subdirectory=True)
context = omni.usd.get_context()
stage = context.get_stage()
self.assertTrue(result, f"{error}")
graphs_list_1 = og.get_all_graphs()
n_graphs = len(graphs_list_1)
src_prim_path = "/World/PushGraph"
self.assertTrue(stage.GetPrimAtPath(src_prim_path).IsValid())
new_prim_paths = []
# Make a bunch of copies of our graph and then delete them
for _ in range(10):
new_prim_paths.append(omni.usd.get_stage_next_free_path(stage, src_prim_path, False))
omni.kit.commands.execute(
"CopyPrim", path_from=src_prim_path, path_to=new_prim_paths[-1], exclusive_select=False
)
await omni.kit.app.get_app().next_update_async()
new_graphs = [og.get_graph_by_path(p) for p in new_prim_paths]
for g in new_graphs:
self.assertTrue(g)
graphs_list_2 = og.get_all_graphs()
self.assertEqual(len(graphs_list_2), n_graphs + len(new_prim_paths), f"{graphs_list_2}")
# Delete all but the last 2 copies
omni.kit.commands.execute("DeletePrims", paths=new_prim_paths[0:-2])
# verify prims are gone and graphs have been invalidated
for new_prim_path in new_prim_paths[0:-2]:
self.assertFalse(stage.GetPrimAtPath(new_prim_path).IsValid())
for g in new_graphs[0:-2]:
self.assertFalse(g)
# Verify we have the expected number of graphs
graphs_list_3 = og.get_all_graphs()
self.assertEqual(len(graphs_list_3), n_graphs + 2, f"{graphs_list_3}")
# Now delete nodes from within the last 2
nodes_to_delete = [p + "/write_prim_attribute" for p in new_prim_paths[-2:]] + [
p + "/on_tick" for p in new_prim_paths[-2:]
]
omni.kit.commands.execute("DeletePrims", paths=nodes_to_delete)
# Check they are gone
for p in nodes_to_delete:
self.assertFalse(stage.GetPrimAtPath(p).IsValid())
for p in new_prim_paths[-2:]:
graph = og.get_graph_by_path(p)
self.assertTrue(graph)
self.assertFalse(graph.get_node("write_prim_attribute"))
self.assertFalse(graph.get_node("on_tick"))
# ----------------------------------------------------------------------
async def test_om_43741(self):
"""Unresolved optional extended attribute fails to run compute"""
keys = og.Controller.Keys
controller = og.Controller()
(graph, (test_node, _, _), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("TestNode", "omni.graph.test.TestOptionalExtendedAttribute"),
("Input", "omni.graph.nodes.ConstantInt"),
("Output", "omni.graph.tutorials.SimpleData"),
],
keys.SET_VALUES: [
("Input.inputs:value", 5),
("Output.inputs:a_int", 11),
],
},
)
await controller.evaluate(graph)
result_other = og.Controller.attribute("outputs:other", test_node)
result_optional = og.Controller.attribute("outputs:optional", test_node)
# With nothing connected the node should run the compute on the "other" attributes
self.assertEqual(3, result_other.get(), "No connections")
with self.assertRaises(TypeError):
result_optional.get()
# With just the input connected neither output should be computed
controller.edit(graph, {keys.CONNECT: ("Input.inputs:value", "TestNode.inputs:optional")})
await controller.evaluate(graph)
self.assertEqual(10, result_other.get(), "Only input connected")
with self.assertRaises(TypeError):
result_optional.get()
# With input and output connected the optional output should be computed
controller.edit(
graph,
{
keys.CONNECT: ("TestNode.outputs:optional", "Output.inputs:a_int"),
},
)
await controller.evaluate(graph)
self.assertEqual(10, result_other.get(), "Both input and output connected")
self.assertEqual(5, result_optional.get(), "Both input and output connected")
# ----------------------------------------------------------------------
async def test_delete_graphs_by_parent(self):
"""OM-45753: Tests that OmniGraphs are cleaned up when their parent is deleted"""
context = omni.usd.get_context()
stage = context.get_stage()
cube_prim = stage.DefinePrim("/World/Cube", "Cube")
cube2_prim = stage.DefinePrim("/World/Cube2", "Cube")
graph1_path = "/World/Cube/TestGraph1"
graph2_path = "/World/Cube/TestGraph2"
keys = og.Controller.Keys
controller1 = og.Controller()
(graph1, nodes1, _, _) = controller1.edit(
graph1_path,
{
keys.CREATE_NODES: [
("Input", "omni.graph.nodes.ConstantInt"),
],
keys.SET_VALUES: [
("Input.inputs:value", 1),
],
},
)
await controller1.evaluate(graph1)
controller2 = og.Controller()
(graph2, _, _, _) = controller2.edit(
graph2_path,
{
keys.CREATE_NODES: [
("Input", "omni.graph.nodes.ConstantInt"),
],
keys.SET_VALUES: [
("Input.inputs:value", 2),
],
},
)
await controller2.evaluate(graph2)
# verify we don't screw up when a sibling is deleted
omni.kit.commands.execute("DeletePrims", paths=[cube2_prim.GetPath().pathString, nodes1[0].get_prim_path()])
self.assertTrue(graph1)
graphs = og.get_all_graphs()
self.assertEqual(2, len(graphs))
# delete the parent prim and verify OG graph is gone and our graph wrapper has been invalidated
omni.kit.commands.execute("DeletePrims", paths=[cube_prim.GetPath().pathString])
self.assertFalse(stage.GetPrimAtPath(graph1_path).IsValid())
self.assertFalse(stage.GetPrimAtPath(graph2_path).IsValid())
graphs = og.get_all_graphs()
self.assertEqual(0, len(graphs))
self.assertFalse(graph1)
self.assertFalse(graph2)
# ----------------------------------------------------------------------
async def test_graphs_in_sublayer_load(self):
"""OM-46106:Tests the graphs located in added sublayers are correct loaded"""
self.assertEqual(len(og.get_all_graphs_and_subgraphs()), 0)
# insert a new layer with a single graph
await ogts.insert_sublayer("TestGraphVariables.usda", True)
self.assertEqual(len(og.get_all_graphs_and_subgraphs()), 1)
# insert another layer containing multiple graphs
await ogts.insert_sublayer("TestObjectIdentification.usda", True)
self.assertEqual(len(og.get_all_graphs_and_subgraphs()), 7)
# ----------------------------------------------------------------------
async def test_om_70414(self):
"""
Regression tests that loading a file with a non-zero start time doesn't
crash on load.
This can cause a simulation update without a stage attached.
"""
(result, error) = await ogts.load_test_file("TestOM70414.usda", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
# ----------------------------------------------------------------------
async def test_om_73311(self):
"""Test that validates a resolved string using omni:graph:attrValue is accessable through the API"""
(result, error) = await ogts.load_test_file("TestResolvedString.usda", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
self.assertTrue(og.get_graph_by_path("/World/Graph").is_valid())
self.assertTrue(og.Controller.node("/World/Graph/write_prim").is_valid())
attribute = og.Controller.attribute("/World/Graph/write_prim.inputs:value")
self.assertEquals(og.Controller.get(attribute), "chocolateChip")
# ----------------------------------------------------------------------
async def test_om_83905_token_array_crash(self):
"""Test that copying token array when restoring saved, unresolved values doesn't crash"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (node,), _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [("ToString", "omni.graph.nodes.ToString")],
keys.CREATE_PRIMS: [("/Prim1", {}), ("/Prim2", {})],
keys.SET_VALUES: [("ToString.inputs:value", {"type": "token[]", "value": ["/Prim1", "/Prim2"]})],
},
)
await controller.evaluate(graph)
attr = node.get_attribute("inputs:value")
self.assertEqual(attr.get(), ["/Prim1", "/Prim2"])
# Save and reload this file
with tempfile.TemporaryDirectory() as tmp_dir_name:
tmp_file_path = os.path.join(tmp_dir_name, "tmp.usda")
result = omni.usd.get_context().save_as_stage(tmp_file_path)
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload
(result, error) = await ogts.load_test_file(str(tmp_file_path))
self.assertTrue(result, error)
node = og.get_node_by_path("/TestGraph/ToString")
attr = node.get_attribute("inputs:value")
self.assertEqual(attr.get(), ["/Prim1", "/Prim2"])
| 14,545 | Python | 42.550898 | 117 | 0.561155 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_examples.py | import math
import re
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.timeline
import omni.usd
from pxr import Gf, Sdf, UsdGeom
def example_deformer1(input_point, width, height, freq):
tx = freq * (input_point[0] - width) / width
ty = 1.5 * freq * (input_point[1] - width) / width
return Gf.Vec3f(input_point[0], input_point[1], input_point[2] + height * (math.sin(tx) + math.cos(ty)))
def example_deformer2(input_point, threshold):
return Gf.Vec3f(input_point[0], input_point[1], min(input_point[2], threshold))
class TestOmniGraphExamples(ogts.OmniGraphTestCase):
async def verify_example_deformer(self, deformer_path: str = "/defaultPrim/testDeformer"):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
input_grid = stage.GetPrimAtPath("/defaultPrim/inputGrid")
self.assertEqual(input_grid.GetTypeName(), "Mesh")
input_points_attr = input_grid.GetAttribute("points")
self.assertIsNotNone(input_points_attr)
output_grid = stage.GetPrimAtPath("/defaultPrim/outputGrid")
self.assertEqual(output_grid.GetTypeName(), "Mesh")
output_points_attr = output_grid.GetAttribute("points")
self.assertIsNotNone(output_points_attr)
test_deformer = stage.GetPrimAtPath(deformer_path)
multiplier_attr = test_deformer.GetAttribute("inputs:multiplier")
wavelength_attr = test_deformer.GetAttribute("inputs:wavelength")
multiplier = multiplier_attr.Get()
width = 310.0
if wavelength_attr:
wavelength = wavelength_attr.Get()
if wavelength:
width = wavelength
height = multiplier * 10.0
freq = 10.0
# check that the deformer applies the correct deformation
input_points = input_points_attr.Get()
output_points = output_points_attr.Get()
for input_point, output_point in zip(input_points, output_points):
point = example_deformer1(input_point, width, height, freq)
self.assertEqual(point[0], output_point[0])
self.assertEqual(point[1], output_point[1])
# verify that the z-coordinates computed by the test and the deformer match to three decimal places
self.assertAlmostEqual(point[2], output_point[2], 3)
# need to wait for next update to propagate the attribute change from USD
multiplier_attr_set = multiplier_attr.Set(0.0)
self.assertTrue(multiplier_attr_set)
await controller.evaluate()
# check that the deformer with a zero multiplier leaves the grid undeformed
input_points = input_points_attr.Get()
output_points = output_points_attr.Get()
for input_point, output_point in zip(input_points, output_points):
self.assertEqual(input_point, output_point)
# ----------------------------------------------------------------------
async def do_example_deformer(self, with_cuda):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
(input_grid, output_grid) = ogts.create_input_and_output_grid_meshes(stage)
input_points_attr = input_grid.GetPointsAttr()
output_points_attr = output_grid.GetPointsAttr()
keys = og.Controller.Keys
controller = og.Controller()
(graph, _, _, _) = controller.edit(
"/defaultPrim/PushGraph",
{
keys.CREATE_NODES: [
("ReadPoints", "omni.graph.nodes.ReadPrimAttribute"),
("WritePoints", "omni.graph.nodes.WritePrimAttribute"),
("testDeformer", f"omni.graph.examples.cpp.{'Deformer1Gpu' if with_cuda else 'Deformer1'}"),
],
keys.SET_VALUES: [
("ReadPoints.inputs:name", input_points_attr.GetName()),
("ReadPoints.inputs:primPath", "/defaultPrim/inputGrid"),
("ReadPoints.inputs:usePath", True),
("WritePoints.inputs:name", output_points_attr.GetName()),
("WritePoints.inputs:primPath", "/defaultPrim/outputGrid"),
("WritePoints.inputs:usePath", True),
("testDeformer.inputs:multiplier", 3.0),
("testDeformer.inputs:wavelength", 310.0),
],
},
)
controller.edit(
"/defaultPrim/PushGraph",
{
keys.CONNECT: [
("ReadPoints.outputs:value", "testDeformer.inputs:points"),
("testDeformer.outputs:points", "WritePoints.inputs:value"),
]
},
)
# Wait for USD notice handler to construct the underlying compute graph. Calls it twice because on the first
# pass the node additions will be deferred, to ensure that the graph is completely set up when they are added.
await controller.evaluate(graph)
await self.verify_example_deformer("/defaultPrim/PushGraph/testDeformer")
# ----------------------------------------------------------------------
async def test_example_deformer_gpu(self):
await self.do_example_deformer(True)
# ----------------------------------------------------------------------
async def test_example_deformer(self):
await self.do_example_deformer(False)
# ----------------------------------------------------------------------
async def test_three_deformers_dirty_push(self):
(result, error) = await og.load_example_file("ExampleThreeDeformersDirtyPush.usda")
self.assertTrue(result, error)
controller = og.Controller()
graph_path = "/World/DirtyPushGraph"
stage = omni.usd.get_context().get_stage()
input_grid = stage.GetPrimAtPath("/World/inputGrid")
self.assertEqual(input_grid.GetTypeName(), "Mesh")
input_points_attr = input_grid.GetAttribute("points")
self.assertIsNotNone(input_points_attr)
output_grid = stage.GetPrimAtPath("/World/outputGrid")
self.assertEqual(output_grid.GetTypeName(), "Mesh")
output_points_attr = output_grid.GetAttribute("points")
self.assertIsNotNone(output_points_attr)
deformer1 = stage.GetPrimAtPath(f"{graph_path}/deformer1")
multiplier_attr1 = deformer1.GetAttribute("inputs:multiplier")
wavelength_attr1 = deformer1.GetAttribute("inputs:wavelength")
multiplier1 = multiplier_attr1.Get()
width1 = 1.0
if wavelength_attr1:
wavelength1 = wavelength_attr1.Get()
if wavelength1:
width1 = wavelength1
height1 = multiplier1 * 10.0
deformer2 = stage.GetPrimAtPath(f"{graph_path}/deformer2")
multiplier_attr2 = deformer2.GetAttribute("inputs:multiplier")
wavelength_attr2 = deformer2.GetAttribute("inputs:wavelength")
multiplier2 = multiplier_attr2.Get()
width2 = 1.0
if wavelength_attr2:
wavelength2 = wavelength_attr2.Get()
if wavelength2:
width2 = wavelength2
height2 = multiplier2 * 10.0
deformer3 = stage.GetPrimAtPath(f"{graph_path}/deformer3")
threshold_attr3 = deformer3.GetAttribute("inputs:threshold")
threshold3 = threshold_attr3.Get()
freq = 10.0
# check that the chained deformers apply the correct deformation
input_points = input_points_attr.Get()
output_points = output_points_attr.Get()
for input_point, output_point in zip(input_points, output_points):
point = example_deformer1(input_point, width1, height1, freq)
point = example_deformer1(point, width2, height2, freq)
point = example_deformer2(point, threshold3)
self.assertEqual(point[0], output_point[0])
self.assertEqual(point[1], output_point[1])
# verify that the z-coordinates computed by the test and the deformers match to four decimal places
self.assertAlmostEqual(point[2], output_point[2], 4)
# need to wait for next update to propagate the attribute change from USD
multiplier_attr1.Set(0.0)
multiplier_attr2.Set(0.0)
threshold_attr3.Set(999.0)
await controller.evaluate()
await omni.kit.app.get_app().next_update_async()
# check that the deformers leave the grid un-deformed
input_points = input_points_attr.Get()
output_points = output_points_attr.Get()
for input_point, output_point in zip(input_points, output_points):
self.assertEqual(input_point, output_point)
async def verify_inverse_kinematics(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
ref_transform = Gf.Matrix4d()
ref_transform.SetIdentity()
# Verify initial configuration where the end effector is at the goal position
goal_sphere = UsdGeom.Sphere(stage.GetPrimAtPath("/Goal"))
goal_transform = goal_sphere.GetLocalTransformation()
ref_transform.SetTranslate(Gf.Vec3d(0, 0, 2))
self.assertEqual(goal_transform, ref_transform)
joint_paths = ["/Hip", "/Knee", "/Ankle"]
for i, joint_path in enumerate(joint_paths):
joint_cube = UsdGeom.Cube(stage.GetPrimAtPath(joint_path))
joint_transform = joint_cube.GetLocalTransformation()
ref_transform.SetTranslate(Gf.Vec3d(0, 0, 6 - 2 * i))
self.assertEqual(joint_transform, ref_transform)
# Move the goal outside of the reachable space of the end effector. Verify that the end effector
# doesn't move.
goal_translate_op = goal_sphere.AddTranslateOp()
goal_translate_op_set = goal_translate_op.Set(Gf.Vec3d(0, 0, -2))
self.assertTrue(goal_translate_op_set)
await controller.evaluate()
for i, joint_path in enumerate(joint_paths):
joint_cube = UsdGeom.Cube(stage.GetPrimAtPath(joint_path))
joint_transform = joint_cube.GetLocalTransformation()
ref_transform.SetTranslate(Gf.Vec3d(0, 0, 6 - 2 * i))
self.assertEqual(joint_transform, ref_transform)
async def test_inverse_kinematics(self):
(result, error) = await og.load_example_file("ExampleIK.usda")
self.assertTrue(result, error)
await self.verify_inverse_kinematics()
async def test_update_node_version(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
(input_grid, output_grid) = ogts.create_input_and_output_grid_meshes(stage)
input_points_attr = input_grid.GetPointsAttr()
output_points_attr = output_grid.GetPointsAttr()
keys = og.Controller.Keys
controller = og.Controller()
(push_graph, _, _, _) = controller.edit(
"/defaultPrim/pushGraph",
{
keys.CREATE_NODES: [
("ReadPoints", "omni.graph.nodes.ReadPrimAttribute"),
("WritePoints", "omni.graph.nodes.WritePrimAttribute"),
],
keys.SET_VALUES: [
("ReadPoints.inputs:name", input_points_attr.GetName()),
("ReadPoints.inputs:primPath", "/defaultPrim/inputGrid"),
("ReadPoints.inputs:usePath", True),
("WritePoints.inputs:name", output_points_attr.GetName()),
("WritePoints.inputs:primPath", "/defaultPrim/outputGrid"),
("WritePoints.inputs:usePath", True),
],
},
)
test_deformer = stage.DefinePrim("/defaultPrim/pushGraph/testVersionedDeformer", "OmniGraphNode")
test_deformer.GetAttribute("node:type").Set("omni.graph.examples.cpp.VersionedDeformer")
test_deformer.GetAttribute("node:typeVersion").Set(0)
deformer_input_points = test_deformer.CreateAttribute("inputs:points", Sdf.ValueTypeNames.Point3fArray)
deformer_input_points.Set([(0, 0, 0)] * 1024)
deformer_output_points = test_deformer.CreateAttribute("outputs:points", Sdf.ValueTypeNames.Point3fArray)
deformer_output_points.Set([(0, 0, 0)] * 1024)
multiplier_attr = test_deformer.CreateAttribute("multiplier", Sdf.ValueTypeNames.Float)
multiplier_attr.Set(3)
await controller.evaluate()
controller.edit(
push_graph,
{
keys.CONNECT: [
("ReadPoints.outputs:value", deformer_input_points.GetPath().pathString),
(deformer_output_points.GetPath().pathString, "WritePoints.inputs:value"),
]
},
)
# Wait for USD notice handler to construct the underlying compute graph
await controller.evaluate()
# Node version update happens as the nodes are constructed and checked against the node type
multiplier_attr = test_deformer.GetAttribute("multiplier")
self.assertFalse(multiplier_attr.IsValid())
wavelength_attr = test_deformer.GetAttribute("inputs:wavelength")
self.assertIsNotNone(wavelength_attr)
self.assertEqual(wavelength_attr.GetTypeName(), Sdf.ValueTypeNames.Float)
# attrib value should be initialized to 50
og_attr = controller.node("/defaultPrim/pushGraph/testVersionedDeformer").get_attribute("inputs:wavelength")
self.assertEqual(og_attr.get(), 50.0)
async def test_multiple_deformers(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = controller.Keys
push_graph = stage.DefinePrim("/defaultPrim/pushGraph", "OmniGraph")
push_graph.CreateAttribute("graph:name", Sdf.ValueTypeNames.Token).Set("pushgraph")
input_grid = ogts.create_grid_mesh(
stage, "/defaultPrim/inputGrid", counts=(32, 32), display_color=(0.2784314, 0.64705884, 1)
)
input_points_attr = input_grid.GetPointsAttr()
output_grids = [
ogts.create_grid_mesh(
stage, f"/defaultPrim/outputGrid{i}", counts=(32, 32), display_color=(0.784314, 0.64705884, 0.1)
)
for i in range(4)
]
prims_to_expose = [(og.Controller.PrimExposureType.AS_ATTRIBUTES, "/defaultPrim/inputGrid", "InputGrid")] + [
(og.Controller.PrimExposureType.AS_WRITABLE, f"/defaultPrim/outputGrid{i}", f"OutputGrid{i}")
for i in range(4)
]
(graph, _, _, _) = controller.edit(
"/DeformerGraph",
{
keys.CREATE_NODES: [(f"deformer{i}", "omni.graph.examples.cpp.Deformer1") for i in range(4)],
keys.EXPOSE_PRIMS: prims_to_expose,
keys.SET_VALUES: [(f"deformer{i}.inputs:multiplier", i) for i in range(4)]
+ [(f"deformer{i}.inputs:wavelength", 310.0) for i in range(4)],
},
)
# Wait for USD notice handler to construct the underlying compute graph and resolve the output types
await controller.evaluate()
await omni.kit.app.get_app().next_update_async()
controller.edit(
graph,
{
keys.CONNECT: [("InputGrid.outputs:points", f"deformer{i}.inputs:points") for i in range(4)]
+ [(f"deformer{i}.outputs:points", f"OutputGrid{i}.inputs:points") for i in range(4)]
},
)
await controller.evaluate()
width = 310.0
freq = 10.0
# # Check that the deformer applies the correct deformation
input_points = input_points_attr.Get()
for i, output_grid in enumerate(output_grids):
height = 10.0 * i
output_points = output_grid.GetPointsAttr().Get()
for input_point, output_point in zip(input_points, output_points):
point = example_deformer1(input_point, width, height, freq)
self.assertEqual(point[0], output_point[0])
self.assertEqual(point[1], output_point[1])
# verify that the z-coordinates computed by the test and the deformer match to three decimal places
self.assertAlmostEqual(point[2], output_point[2], 3)
# ----------------------------------------------------------------------
async def test_create_all_builtins(self):
"""Test state after manually creating a graph with one of each builtin node type"""
all_builtin_types = [
node_type_name for node_type_name in og.get_registered_nodes() if node_type_name.startswith("omni.graph")
]
stage = omni.usd.get_context().get_stage()
re_bare_name = re.compile(r"([^\.]*)$")
def builtin_name(builtin_type):
"""Return a canonical node name for the builtin node type name"""
builtin_match = re_bare_name.search(builtin_type)
if builtin_match:
return f"{builtin_match.group(1)[0].upper()}{builtin_match.group(1)[1:]}".replace(".", "")
return f"{builtin_type.upper()}".replace(".", "")
all_builtin_names = [builtin_name(name) for name in all_builtin_types]
og.Controller.create_graph("/BuiltinsGraph")
for node_name, node_type in zip(all_builtin_names, all_builtin_types):
path = omni.usd.get_stage_next_free_path(stage, "/BuiltinsGraph/" + node_name, True)
_ = og.GraphController.create_node(path, node_type)
new_prim = stage.GetPrimAtPath(path)
self.assertIsNotNone(new_prim)
# Delete all of the nodes before the compute graph is created as some of the nodes
# rely on more detailed initialization to avoid crashing.
await omni.kit.stage_templates.new_stage_async()
# ----------------------------------------------------------------------
async def test_registered_node_types(self):
registered_nodes = og.get_registered_nodes()
self.assertGreater(len(registered_nodes), 0)
# Check for a known type to see we are returning a sensible list of registered types
self.assertEqual("omni.graph.tutorials.SimpleData" in registered_nodes, True)
| 18,425 | Python | 45.065 | 118 | 0.608141 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_gather_scatter.py | """Basic tests of the compute graph"""
import unittest
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from pxr import Gf, UsdGeom
# ======================================================================
class TestGatherScatter(ogts.OmniGraphTestCase):
"""Run tests that exercises gather / scatter functionality"""
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
@unittest.skip("Crashes on Linux")
async def test_simple_gather_scatter(self):
"""
Basic idea of the test: we have two cubes in the scene. We gather their translation and velocity
attributes, bounce them per frame, and then scatter the resulting position back to the cubes
"""
with og.Settings.temporary(og.USE_SCHEMA_PRIMS_SETTING, True):
with og.Settings.temporary(og.ALLOW_IMPLICIT_GRAPH_SETTING, True):
(result, error) = await ogts.load_test_file(
"TestBounceGatherScatter.usda", use_caller_subdirectory=True
)
self.assertTrue(result, str(error))
graph = omni.graph.core.get_current_graph()
box0_node = graph.get_node("/Stage/box_0_0")
translate_attr = box0_node.get_attribute("xformOp:translate")
translate = og.Controller.get(translate_attr)
# ! must cache the value as translate is a reference so will automatically be mutated by the next frame
t0 = translate[2]
await omni.kit.app.get_app().next_update_async()
translate = og.Controller.get(translate_attr)
diff = abs(translate[2] - t0)
self.assertGreater(diff, 0.0)
# ----------------------------------------------------------------------
async def test_gather_by_path(self):
"""
Basic idea of the test: we have three cubes in the scene. We use a node to query their paths by type,
then we feed this to the gather by path node, which vectorizes the data. Finally the vectorized data is
passed to a sample bounce node that does not use bundles. Instead it relies on the bucketId passed down
to bounce the cubes.
"""
with og.Settings.temporary(og.Settings.UPDATE_TO_USD, True):
(result, error) = await ogts.load_test_file("TestGatherByPath.usda", use_caller_subdirectory=True)
self.assertTrue(result, str(error))
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube_prim = stage.GetPrimAtPath("/World/Cube_00")
cube_translate_attr = cube_prim.GetAttribute("xformOp:translate")
t0 = cube_translate_attr.Get()[2]
await omni.kit.app.get_app().next_update_async()
t1 = cube_translate_attr.Get()[2]
diff = abs(t1 - t0)
self.assertGreater(diff, 0.0)
# ----------------------------------------------------------------------
async def test_gatherprototype_set_gathered_attribute(self):
"""Tests the SetGatheredAttribute node, part of GatherPrototype"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_set_node, _, _, _), (_, xform1, xform2, xform_tagged1, _), _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("TestSet", "omni.graph.nodes.SetGatheredAttribute"),
("GatherByPath", "omni.graph.nodes.GatherByPath"),
],
keys.CREATE_PRIMS: [
("Empty", {}),
("Xform1", {"_translate": ("pointd[3]", [0, 0, 0])}),
("Xform2", {"_translate": ("pointd[3]", [0, 0, 0])}),
("XformTagged1", {"foo": ("token", ""), "_translate": ("pointd[3]", [0, 0, 0])}),
("Tagged1", {"foo": ("token", "")}),
],
keys.EXPOSE_PRIMS: [
(og.Controller.PrimExposureType.AS_WRITABLE, "/Xform1", "Write1"),
(og.Controller.PrimExposureType.AS_WRITABLE, "/Xform2", "Write2"),
],
keys.CONNECT: ("GatherByPath.outputs:gatherId", "TestSet.inputs:gatherId"),
keys.SET_VALUES: [
("GatherByPath.inputs:primPaths", ["/Xform1", "/Xform2"]),
("GatherByPath.inputs:attributes", "_translate"),
("GatherByPath.inputs:allAttributes", False),
("GatherByPath.inputs:shouldWriteBack", True),
("TestSet.inputs:name", "_translate"),
("TestSet.inputs:value", [[1, 2, 3], [4, 5, 6]], "double[3][]"),
],
},
)
await controller.evaluate(graph)
self.assertEqual(
Gf.Vec3d(*og.Controller.get(controller.attribute("inputs:value", test_set_node))[0]), Gf.Vec3d(1, 2, 3)
)
self.assertEqual(
Gf.Vec3d(*og.Controller.get(controller.attribute("inputs:value", test_set_node))[1]), Gf.Vec3d(4, 5, 6)
)
self.assertEqual(Gf.Vec3d(*xform1.GetAttribute("_translate").Get()), Gf.Vec3d(1, 2, 3))
self.assertEqual(Gf.Vec3d(*xform2.GetAttribute("_translate").Get()), Gf.Vec3d(4, 5, 6))
self.assertEqual(Gf.Vec3d(*xform_tagged1.GetAttribute("_translate").Get()), Gf.Vec3d(0, 0, 0))
# Test write mask
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.SET_VALUES: [
("TestSet.inputs:mask", [True, False]),
("TestSet.inputs:value", [[0, 0, 0], [0, 0, 0]], "double[3][]"),
]
},
)
await controller.evaluate(graph)
self.assertEqual(Gf.Vec3d(*xform1.GetAttribute("_translate").Get()), Gf.Vec3d(0, 0, 0))
self.assertEqual(Gf.Vec3d(*xform2.GetAttribute("_translate").Get()), Gf.Vec3d(4, 5, 6))
# Test scaler broadcast
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.SET_VALUES: [
("TestSet.inputs:mask", [True, True]),
("TestSet.inputs:value", [1, 2, 3], "double[3]"),
]
},
)
await controller.evaluate(graph)
self.assertEqual(Gf.Vec3d(*xform1.GetAttribute("_translate").Get()), Gf.Vec3d(1, 2, 3))
self.assertEqual(Gf.Vec3d(*xform2.GetAttribute("_translate").Get()), Gf.Vec3d(1, 2, 3))
# Test scaler broadcast + mask
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.SET_VALUES: [
("TestSet.inputs:mask", [False, True]),
("TestSet.inputs:value", [1, 1, 1], "double[3]"),
]
},
)
await controller.evaluate(graph)
self.assertEqual(Gf.Vec3d(*xform1.GetAttribute("_translate").Get()), Gf.Vec3d(1, 2, 3))
self.assertEqual(Gf.Vec3d(*xform2.GetAttribute("_translate").Get()), Gf.Vec3d(1, 1, 1))
# ----------------------------------------------------------------------
async def test_gatherprototype_performance(self):
"""Exercises the GatherPrototype for the purpose of performance measurement"""
# Test will include test_dim^3 elements
test_dim = 5
test_iterations = 10
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("GetPrimPaths", "omni.graph.nodes.FindPrims"),
("GatherByPath", "omni.graph.nodes.GatherByPath"),
("Get", "omni.graph.nodes.GetGatheredAttribute"),
("Mult", "omni.graph.nodes.Multiply"),
("ConstV", "omni.graph.nodes.ConstantVec3d"),
("Set", "omni.graph.nodes.SetGatheredAttribute"),
],
keys.CREATE_PRIMS: [
(f"Test_{x}_{y}_{z}", {"_translate": ("pointd[3]", [x * test_dim, y * test_dim, z * test_dim])})
for x in range(1, test_dim + 1)
for y in range(1, test_dim + 1)
for z in range(1, test_dim + 1)
],
keys.EXPOSE_PRIMS: [
(og.Controller.PrimExposureType.AS_WRITABLE, f"/Test_{x}_{y}_{z}", f"Write_{x}_{y}_{z}")
for x in range(1, test_dim + 1)
for y in range(1, test_dim + 1)
for z in range(1, test_dim + 1)
],
keys.CONNECT: [
("GetPrimPaths.outputs:primPaths", "GatherByPath.inputs:primPaths"),
("GatherByPath.outputs:gatherId", "Get.inputs:gatherId"),
("Get.outputs:value", "Mult.inputs:a"),
("ConstV.inputs:value", "Mult.inputs:b"),
("Mult.outputs:product", "Set.inputs:value"),
("GatherByPath.outputs:gatherId", "Set.inputs:gatherId"),
],
keys.SET_VALUES: [
("GetPrimPaths.inputs:namePrefix", "Test_"),
("GatherByPath.inputs:attributes", "_translate"),
("GatherByPath.inputs:allAttributes", False),
("GatherByPath.inputs:shouldWriteBack", True),
("Get.inputs:name", "_translate"),
("Set.inputs:name", "_translate"),
("ConstV.inputs:value", [10, 20, 30]),
],
},
)
await controller.evaluate(graph)
# Sanity check it did one and only one evaluation
val = Gf.Vec3d(*controller.prim("/Test_2_1_1").GetAttribute("_translate").Get())
expected = Gf.Vec3d(test_dim * 2 * 10, test_dim * 20, test_dim * 30)
self.assertEqual(val, expected)
import time
t0 = time.time()
for _ in range(test_iterations):
await controller.evaluate(graph)
dt = time.time() - t0
print(f"{dt:3.2}s for {test_iterations} iterations of {test_dim**3} elements")
# ----------------------------------------------------------------------
async def test_gatherprototype_hydra_fastpath(self):
"""Tests the Gather Prototype Hydra attribute creation feature"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = og.Controller.Keys
cube1 = UsdGeom.Xformable(ogts.create_cube(stage, "Test_Xform1", (1, 1, 1)))
cube1.AddTranslateOp().Set(Gf.Vec3d(1, 2, 3))
cube1.AddRotateXYZOp().Set((90, 0, 0))
cube2 = UsdGeom.Xformable(ogts.create_cube(stage, "Test_Xform2", (1, 1, 1)))
cube2.AddTranslateOp().Set(Gf.Vec3d(4, 5, 6))
cube2.AddRotateZOp().Set(90)
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("GatherByPath", "omni.graph.nodes.GatherByPath"),
("GetWorldPos", "omni.graph.nodes.GetGatheredAttribute"),
("GetWorldOrient", "omni.graph.nodes.GetGatheredAttribute"),
],
keys.CONNECT: [
("GatherByPath.outputs:gatherId", "GetWorldPos.inputs:gatherId"),
("GatherByPath.outputs:gatherId", "GetWorldOrient.inputs:gatherId"),
],
keys.SET_VALUES: [
("GatherByPath.inputs:primPaths", ["/Test_Xform1", "/Test_Xform2"]),
("GatherByPath.inputs:hydraFastPath", "World"),
("GetWorldPos.inputs:name", "_worldPosition"),
("GetWorldOrient.inputs:name", "_worldOrientation"),
],
},
)
await controller.evaluate(graph)
# Check that hydra attribs were added and that they match what we expect
vals = og.Controller.get(controller.attribute("outputs:value", "GetWorldPos", graph))
self.assertEqual(len(vals), 2)
self.assertEqual(Gf.Vec3d(*vals[1]), Gf.Vec3d([4, 5, 6]))
vals = og.Controller.get(controller.attribute("outputs:value", "GetWorldOrient", graph))
self.assertEqual(len(vals), 2)
val = vals[1].tolist()
got = Gf.Quatd(val[2], val[0], val[1], val[2])
expected = Gf.Transform(cube2.GetLocalTransformation()).GetRotation().GetQuat()
self.assertAlmostEqual(got.GetReal(), expected.GetReal())
for e, e2 in zip(got.GetImaginary(), expected.GetImaginary()):
self.assertAlmostEqual(e, e2)
# switch to Local mode
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("GetLocalMatrix", "omni.graph.nodes.GetGatheredAttribute"),
keys.CONNECT: ("GatherByPath.outputs:gatherId", "GetLocalMatrix.inputs:gatherId"),
keys.SET_VALUES: [
("GatherByPath.inputs:hydraFastPath", "Local"),
("GetLocalMatrix.inputs:name", "_localMatrix"),
],
},
)
await controller.evaluate(graph)
vals = og.Controller.get(controller.attribute("outputs:value", "GetLocalMatrix", graph))
self.assertEqual(len(vals), 2)
got = Gf.Matrix4d(*vals[1].tolist())
expected = cube2.GetLocalTransformation()
self.assertEqual(got, expected)
# ----------------------------------------------------------------------
async def test_gatherprototype_writeback(self):
"""Tests the Gather Prototype Writeback to USD feature
Curently fails on linux only... Temporarily comment out during investigation...
controller = og.Controller()
keys = og.Controller.Keys
(
graph,
_,
(writeback_prim, no_writeback_prim),
_,
) = controller.edit(self.TEST_GRAPH_PATH, {
keys.CREATE_NODES: [
("GatherByPathWriteback", "omni.graph.nodes.GatherByPath"),
("GatherByPathNoWriteback", "omni.graph.nodes.GatherByPath"),
("SetWriteback", "omni.graph.nodes.SetGatheredAttribute"),
("SetNoWriteback", "omni.graph.nodes.SetGatheredAttribute")
],
keys.CREATE_PRIMS: [
("XformWriteback", {"_translate": ("pointd[3]", [0, 0, 0])}),
("XformNoWriteback", {"_translate": ("pointd[3]", [0, 0, 0])}),
],
keys.EXPOSE_PRIMS: (og.Controller.PrimExposureType.AS_WRITABLE, "/XformWriteback", "WritePrim"),
keys.CONNECT: [
("GatherByPathWriteback.outputs:gatherId", "SetWriteback.inputs:gatherId"),
("GatherByPathNoWriteback.outputs:gatherId", "SetNoWriteback.inputs:gatherId")
],
keys.SET_VALUES: [
("GatherByPathWriteback.inputs:primPaths", ["/XformWriteback"]),
("GatherByPathNoWriteback.inputs:primPaths", ["/XformNoWriteback"]),
("GatherByPathWriteback.inputs:attributes", "_translate"),
("GatherByPathWriteback.inputs:allAttributes", False),
("GatherByPathWriteback.inputs:shouldWriteBack", True),
("GatherByPathNoWriteback.inputs:attributes", "_translate"),
("GatherByPathNoWriteback.inputs:allAttributes", False),
("GatherByPathNoWriteback.inputs:shouldWriteBack", False),
("SetWriteback.inputs:name", "_translate"),
("SetWriteback.inputs:value", {"type": "double[3][]", "value": [[1, 2, 3]]}),
("SetNoWriteback.inputs:name", "_translate"),
("SetNoWriteback.inputs:value", {"type": "double[3][]", "value": [[1, 2, 3]]})
],
})
await controller.evaluate(graph)
# Check that the attribs in USD were only changed for the specified prim
write_back_attrib = writeback_prim.GetAttribute("_translate")
no_write_back_attrib = no_writeback_prim.GetAttribute("_translate")
self.assertEqual(write_back_attrib.Get(), Gf.Vec3d(1, 2, 3))
self.assertEqual(no_write_back_attrib.Get(), Gf.Vec3d(0, 0, 0))
"""
# ----------------------------------------------------------------------
async def test_gatherprototype_repeated_paths(self):
"""Tests the Gather Prototype with repeated prim paths in the input"""
controller = og.Controller()
keys = og.Controller.Keys
# Test the Getter. Getter should get two of the same data
(graph, (_, get_attrib_node, _), (xform_prim,), _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("GatherByPath", "omni.graph.nodes.GatherByPath"),
("GetAttrib", "omni.graph.nodes.GetGatheredAttribute"),
],
keys.CREATE_PRIMS: ("Xform", {"_translate": ["pointd[3]", [1, 2, 3]]}),
keys.EXPOSE_PRIMS: (og.Controller.PrimExposureType.AS_WRITABLE, "/Xform", "WritePrim"),
keys.CONNECT: [("GatherByPath.outputs:gatherId", "GetAttrib.inputs:gatherId")],
keys.SET_VALUES: [
("GatherByPath.inputs:primPaths", ["/Xform", "/Xform"]),
("GatherByPath.inputs:attributes", "_translate"),
("GatherByPath.inputs:allAttributes", False),
("GetAttrib.inputs:name", "_translate"),
],
},
)
await controller.evaluate(graph)
vals = og.Controller.get(controller.attribute("outputs:value", get_attrib_node))
self.assertEqual(len(vals), 2)
self.assertEqual(Gf.Vec3d(*vals[0]), Gf.Vec3d([1, 2, 3]))
self.assertEqual(Gf.Vec3d(*vals[1]), Gf.Vec3d([1, 2, 3]))
self.assertEqual(Gf.Vec3d(*xform_prim.GetAttribute("_translate").Get()), Gf.Vec3d(1, 2, 3))
# Test the Setter. Both masks should change the same prim value
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("SetAttrib", "omni.graph.nodes.SetGatheredAttribute"),
keys.CONNECT: ("GatherByPath.outputs:gatherId", "SetAttrib.inputs:gatherId"),
keys.SET_VALUES: [
("SetAttrib.inputs:name", "_translate"),
("SetAttrib.inputs:mask", [True, False]),
("SetAttrib.inputs:value", [[4, 5, 6], [7, 8, 9]], "double[3][]"),
("GatherByPath.inputs:shouldWriteBack", True),
],
},
)
await controller.evaluate(graph)
self.assertEqual(Gf.Vec3d(*xform_prim.GetAttribute("_translate").Get()), Gf.Vec3d(4, 5, 6))
controller.edit(self.TEST_GRAPH_PATH, {keys.SET_VALUES: ("SetAttrib.inputs:mask", [False, True])})
await controller.evaluate(graph)
self.assertEqual(Gf.Vec3d(*xform_prim.GetAttribute("_translate").Get()), Gf.Vec3d(7, 8, 9))
| 19,291 | Python | 46.870968 | 119 | 0.530817 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_actiongraph.py | """Basic tests of the action graph"""
import omni.client
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from omni.kit.commands import execute
from pxr import Gf, Sdf, Vt
# ======================================================================
class TestActionGraphIntegration(ogts.OmniGraphTestCase):
"""Integration tests for Action Graph"""
TEST_GRAPH_PATH = "/World/TestGraph"
async def setUp(self):
"""Set up test environment, to be torn down when done"""
self._var_index = 0
await super().setUp()
og.Controller.edit({"graph_path": self.TEST_GRAPH_PATH, "evaluator_name": "execution"})
# ----------------------------------------------------------------------
async def test_path_attribute(self):
"""Check that AG properly handles USD prim paths being changed at runtime"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
(_, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
"create_nodes": [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.action.SetPrimActive"),
("Query", "omni.graph.nodes.IsPrimActive"),
("PrimPath", "omni.graph.nodes.ConstantPath"),
("BoolNot", "omni.graph.nodes.BooleanNot"),
("Simple", "omni.graph.tutorials.SimpleData"),
],
"create_prims": [("Test", {}), ("Test/Child", {}), ("Dummy", {}), ("Dummy/Child", {})],
"connect": [
("OnTick.outputs:tick", "Set.inputs:execIn"),
("Query.outputs:active", "BoolNot.inputs:valueIn"),
("BoolNot.outputs:valueOut", "Set.inputs:active"),
("PrimPath.inputs:value", "Simple.inputs:a_path"),
("Simple.outputs:a_path", "Query.inputs:prim"),
],
"set_values": [
("Set.inputs:prim", "/Test/Child"),
("PrimPath.inputs:value", "/Test"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
# Move the prim.
execute("MovePrim", path_from="/Test", path_to="/Test1")
test = stage.GetPrimAtPath("/Test1/Child")
# Graph should still work. First run should deactivate the prim.
await controller.evaluate()
self.assertFalse(test.IsActive())
# Second run should make it active again.
await controller.evaluate()
self.assertTrue(test.IsActive())
# Make sure that if we change the value, it can reconnect correctly to the path.
# First change to an unrelated target.
controller.edit(
self.TEST_GRAPH_PATH, {"set_values": [("Set.inputs:prim", "/Dummy"), ("PrimPath.inputs:value", "/Dummy")]}
)
# Disconnected form the prim => evaluation shouldn't change a thing.
self.assertTrue(test.IsActive())
await controller.evaluate()
self.assertTrue(test.IsActive())
# Now reset to proper name.
controller.edit(
self.TEST_GRAPH_PATH,
{"set_values": [("Set.inputs:prim", "/Test1/Child"), ("PrimPath.inputs:value", "/Test1")]},
)
# Graph should work. First run should deactivate the prim.
await controller.evaluate()
self.assertFalse(test.IsActive())
# Second run should make it active again.
await controller.evaluate()
self.assertTrue(test.IsActive())
# Move again the prim.
execute("MovePrim", path_from="/Test1", path_to="/Test2")
test = stage.GetPrimAtPath("/Test2/Child")
# Graph should still work. First run should deactivate the prim.
await controller.evaluate()
self.assertFalse(test.IsActive())
# Second run should make it active again.
await controller.evaluate()
self.assertTrue(test.IsActive())
# ----------------------------------------------------------------------
async def test_path_on_property(self):
"""Another test to check AG properly handles USD prim paths being changed at runtime"""
# Query--------->BoolNot-----+
# ^ |
# | v
# Simple----+ OnObjectChange-> Set
# | ^
# +-------------------------------+
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
(_, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
"create_nodes": [
("OnObjectChange", "omni.graph.action.OnObjectChange"),
("Set", "omni.graph.action.SetPrimActive"),
("Query", "omni.graph.nodes.IsPrimActive"),
("BoolNot", "omni.graph.nodes.BooleanNot"),
("Simple", "omni.graph.tutorials.SimpleData"),
],
"create_prims": [("Test", {}), ("Test/Child", {"myfloat": ("float", 0)})],
"connect": [
("OnObjectChange.outputs:changed", "Set.inputs:execIn"),
("Simple.outputs:a_path", "Set.inputs:prim"),
("Simple.outputs:a_path", "Query.inputs:prim"),
("Query.outputs:active", "BoolNot.inputs:valueIn"),
("BoolNot.outputs:valueOut", "Set.inputs:active"),
],
"set_values": [
("Simple.inputs:a_path", "/Test"),
("OnObjectChange.inputs:onlyPlayback", False),
("OnObjectChange.inputs:path", "/Test/Child.myfloat"),
],
},
)
test = prims[1]
attr = test.GetAttribute("myfloat")
# First evaluation should do nothing.
self.assertTrue(test.IsActive())
await controller.evaluate()
self.assertTrue(test.IsActive())
# Modify the trigger value, should activate the graph.
attr.Set(1)
self.assertTrue(test.IsActive())
await controller.evaluate()
self.assertFalse(test.IsActive())
# Moving the parent prim should keep everything working.
execute("MovePrim", path_from="/Test", path_to="/Test1")
test = stage.GetPrimAtPath("/Test1/Child")
attr = test.GetAttribute("myfloat")
# => first, the move shouldn't have triggered a changed.
self.assertFalse(test.IsActive())
await controller.evaluate()
self.assertFalse(test.IsActive())
# => then, graph is executed again if value is changed.
attr.Set(2)
self.assertFalse(test.IsActive())
await controller.evaluate()
self.assertTrue(test.IsActive())
# ----------------------------------------------------------------------
async def test_writeprimattribute_scaler(self):
"""Exercise WritePrimAttribute for scalar value"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: ("/World/Float", {"myfloat": ("float", 0)}),
keys.CONNECT: ("OnTick.outputs:tick", "Set.inputs:execIn"),
keys.SET_VALUES: [
("Set.inputs:name", "myfloat"),
("Set.inputs:primPath", "/World/Float"),
("Set.inputs:usePath", True),
("Set.inputs:value", 42.0, "float"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await controller.evaluate(graph)
self.assertEqual(prims[0].GetAttribute("myfloat").Get(), 42.0)
# Same test but with bundle input
stage.GetPrimAtPath(f"{self.TEST_GRAPH_PATH}/Set").GetRelationship("inputs:prim").SetTargets(
[Sdf.Path("/World/Float")]
)
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.SET_VALUES: [
("Set.inputs:usePath", False),
("Set.inputs:value", 0.0, "float"),
]
},
)
await controller.evaluate(graph)
self.assertEqual(prims[0].GetAttribute("myfloat").Get(), 0.0)
# ----------------------------------------------------------------------
async def test_writeprimattribute_noexist(self):
"""Test WritePrimAttribute can handle attribute that exists in USD but not in FC"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: ("/World/Cube", "Cube"),
keys.CONNECT: ("OnTick.outputs:tick", "Set.inputs:execIn"),
keys.SET_VALUES: [
("Set.inputs:name", "visibility"),
("Set.inputs:primPath", "/World/Cube"),
("Set.inputs:usePath", True),
("Set.inputs:value", "invisible", "token"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await controller.evaluate(graph)
await controller.evaluate(graph)
self.assertEqual(prims[0].GetAttribute("visibility").Get(), "invisible")
# ----------------------------------------------------------------------
async def test_readwrite_primattribute_primvar(self):
"""Test WritePrimAttribute and ReadPrimAttribute can handle primvars"""
# The idea is to Read the primvar that exists, but does not have a value. It should resolve to the correct type
# of float[3][] because the primvar is defined. Then take that value and append a color and feed that into
# WritePrimAttribute to write it to a different prim which requires authoring the primvar and copying the value.
#
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_PRIMS: [("/World/Cube1", "Cube"), ("/World/Cube2", "Cube")]}
)
self.assertIsNone(prims[0].GetAttribute("primvars:displayColor").Get())
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
("Get", "omni.graph.nodes.ReadPrimAttribute"),
("ArraySetIndex", "omni.graph.nodes.ArraySetIndex"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "Set.inputs:execIn"),
("Get.outputs:value", "ArraySetIndex.inputs:array"),
("ArraySetIndex.outputs:array", "Set.inputs:value"),
],
keys.SET_VALUES: [
("Set.inputs:name", "primvars:displayColor"),
("Set.inputs:primPath", "/World/Cube2"),
("Set.inputs:usePath", True),
("Get.inputs:name", "primvars:displayColor"),
("Get.inputs:primPath", "/World/Cube1"),
("Get.inputs:usePath", True),
("ArraySetIndex.inputs:resizeToFit", True),
("ArraySetIndex.inputs:index", 0),
("ArraySetIndex.inputs:value", (1, 0, 0), "float[3]"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await controller.evaluate(graph)
await controller.evaluate(graph)
self.assertEqual(list(prims[1].GetAttribute("primvars:displayColor").Get()), [(1, 0, 0)])
# ----------------------------------------------------------------------
async def _test_writeprimattribute_tuple(self):
"""Exercise WritePrimAttribute for a tuple value"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: ("/World/Double3", {"mydouble3": ("double[3]", Gf.Vec3d(0, 0, 0))}),
keys.CONNECT: ("OnTick.outputs:tick", "Set.inputs:execIn"),
keys.SET_VALUES: [
("Set.inputs:name", "mydouble3"),
("Set.inputs:primPath", "/World/Double3"),
("Set.inputs:usePath", True),
("Set.inputs:value", Gf.Vec3d(42.0, 42.0, 42.0), "double[3]"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await controller.evaluate(graph)
self.assertEqual(prims[0].GetAttribute("mydouble3").Get(), Gf.Vec3d(42.0, 42.0, 42.0))
# ----------------------------------------------------------------------
async def test_writeprimattribute_array(self):
"""Exercise WritePrimAttribute for an array value"""
controller = og.Controller()
keys = og.Controller.Keys
big_array = Vt.IntArray(1000, [0 for _ in range(1000)])
(graph, _, prims, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: ("/World/IntArray", {"myintarray": ("int[]", [0xFF for _ in range(10)])}),
keys.CONNECT: ("OnTick.outputs:tick", "Set.inputs:execIn"),
keys.SET_VALUES: [
("Set.inputs:name", "myintarray"),
("Set.inputs:primPath", "/World/IntArray"),
("Set.inputs:usePath", True),
("Set.inputs:value", big_array, "int[]"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await controller.evaluate(graph)
self.assertEqual(prims[0].GetAttribute("myintarray").Get(), big_array)
async def test_resync_handling(self):
"""Test that resyncing a path only resets OG state when expected"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube = stage.DefinePrim("/World/scope1/cube", "Cube")
controller = og.Controller()
keys = og.Controller.Keys
(graph, (on_impulse, _, counter, extra), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnImpulse", "omni.graph.action.OnImpulseEvent"),
("TickN", "omni.graph.action.Countdown"),
("Counter0", "omni.graph.action.Counter"),
("OnImpulseExtra", "omni.graph.action.OnImpulseEvent"),
],
keys.CONNECT: [
("OnImpulse.outputs:execOut", "TickN.inputs:execIn"),
("TickN.outputs:finished", "Counter0.inputs:execIn"),
],
keys.SET_VALUES: [
("OnImpulse.inputs:onlyPlayback", False),
("TickN.inputs:duration", 3),
("OnImpulse.state:enableImpulse", True),
],
},
)
count_attrib = og.Controller.attribute("outputs:count", counter)
# tick 0 (setup)
await controller.evaluate(graph)
# tick 1
await controller.evaluate(graph)
# Removing the prim will trigger resync handling, we will verify that this doesn't
# interrupt the latent node
stage.RemovePrim(cube.GetPath())
# tick 2
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.Controller.get(count_attrib), 0)
# tick 3 (last tick in duration)
await controller.evaluate(graph)
self.assertEqual(og.Controller.get(count_attrib), 0)
# tick 5 (finished triggers counter)
await controller.evaluate(graph)
self.assertEqual(og.Controller.get(count_attrib), 1)
# Now check that removing a node prim does reset the state
og.Controller.set(og.Controller.attribute("state:enableImpulse", on_impulse), True)
# tick 0 (setup)
await controller.evaluate(graph)
# tick 1
await controller.evaluate(graph)
# Removing the prim will trigger resync handling, we will verify that this doesn't
# interrupt the latent node
stage.RemovePrim(extra.get_prim_path())
# tick ( nothing )
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.Controller.get(count_attrib), 1)
# tick 3 (nothing)
await controller.evaluate(graph)
self.assertEqual(og.Controller.get(count_attrib), 1)
# tick 5 (nothing)
await controller.evaluate(graph)
self.assertEqual(og.Controller.get(count_attrib), 1)
| 17,967 | Python | 41.277647 | 120 | 0.512551 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_autonode.py | """
Contains support for testing methods in ../autonode/autonode.py
"""
import enum
import random
import sys
import unittest
from typing import Tuple
import omni.graph.core as og
import omni.graph.core.autonode as oga
import omni.graph.core.tests as ogts
# Test warp integration
# Detect the testing environment and use the Kit Async testing framework if it is available
try:
import omni.kit.test
TestBaseClass = omni.kit.test.AsyncTestCase
except ImportError:
TestBaseClass = unittest.TestCase
@oga.AutoClass(module_name="__test__")
class TestClass:
"""Simple AutoClass test with four attributes"""
test_visible_str_property: str = "test visible str property"
test_visible_int_property: int = 42
test_visible_float_property: float = 3.141
test_uninitialized_property: str
_test_hidden_state = 0
def __init__(self):
raise RuntimeError("This is a test singleton class")
@classmethod
def _get_instance(cls):
if not hasattr(cls, "_instance") or cls._instance is None:
cls._instance = cls.__new__(cls)
return cls._instance
def test_visible_method(self, is_input: bool = False) -> int:
self._test_hidden_state ^= int(is_input)
return self._test_hidden_state
@oga.AutoFunc(module_name="__test__")
def get_test_class_instance() -> TestClass:
return TestClass._get_instance() # noqa: PLW0212
class TestEnum(enum.Enum):
VAL0 = 0
VAL1 = 1
VAL2 = 2
def get_test_enum(input_value: int) -> TestEnum:
i = input_value % 3
return TestEnum(i)
@oga.AutoFunc(module_name="__test__", pure=True)
def pack(v: og.Float3, c: og.Color3f) -> og.Bundle:
bundle = og.Bundle("return", False)
bundle.create_attribute("vec", og.Float3).value = v
bundle.create_attribute("col", og.Color3f).value = c
return bundle
@oga.AutoFunc(module_name="__test__", pure=True)
def unpack_vector(bundle: og.Bundle) -> og.Float3:
vec = bundle.attribute_by_name("vec")
if vec:
return vec.value
return (0, 0, 0)
@oga.AutoFunc(module_name="__test__", pure=True)
def identity_float3(input_value: og.Float3) -> og.Float3:
return input_value
@oga.AutoFunc(module_name="__test__", pure=True)
def identity_tuple(input_value_1: str, input_value_2: int) -> Tuple[int, str]:
return (input_value_1, input_value_2)
def dbl_to_matd(input_value: og.Double3) -> og.Matrix4d:
pass
################################################################################
class TestAutographNodes(ogts.OmniGraphTestCase):
TEST_GRAPH_PATH = "/World/TestGraph"
async def setUp(self):
"""Set up test environment, to be torn down when done"""
await super().setUp()
og.Controller.edit({"graph_path": self.TEST_GRAPH_PATH, "evaluator_name": "execution"})
# --------------------------------------------------------------------------------
async def _property_test(self, property_name, test_value, *, almost_equal=False):
"""exercise a basic network of execution nodes"""
controller = og.Controller()
keys = og.Controller.Keys
gci_name = "GetClassInstance"
getter_name = "Getter"
setter_name = "Setter"
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Ticker", "omni.graph.action.OnTick"),
(f"{gci_name}01", "__test__.get_test_class_instance"),
(getter_name, f"__test__.TestClass__PROP__{property_name}__GET"),
],
keys.CONNECT: [
("Ticker.outputs:tick", f"{gci_name}01.inputs:exec"),
(f"{gci_name}01.outputs:exec", f"{getter_name}.inputs:exec"),
(f"{gci_name}01.outputs:out_0", f"{getter_name}.inputs:target"),
],
keys.SET_VALUES: [("Ticker.inputs:onlyPlayback", False)],
},
)
await controller.evaluate(graph)
(_, _, getter_node) = nodes
if almost_equal:
self.assertAlmostEqual(
og.Controller.get(controller.attribute("outputs:out_0", getter_node)),
getattr(TestClass._get_instance(), property_name), # noqa: PLW0212
places=3,
)
else:
self.assertEqual(
og.Controller.get(controller.attribute("outputs:out_0", getter_node)),
getattr(TestClass._get_instance(), property_name), # noqa: PLW0212
)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:exec", getter_node)), og.ExecutionAttributeState.ENABLED
)
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
(f"{gci_name}02", "__test__.get_test_class_instance"),
(setter_name, f"__test__.TestClass__PROP__{property_name}__SET"),
],
keys.CONNECT: [
("Ticker.outputs:tick", f"{gci_name}02.inputs:exec"),
(f"{gci_name}02.outputs:exec", f"{setter_name}.inputs:exec"),
(f"{gci_name}02.outputs:out_0", f"{setter_name}.inputs:target"),
],
keys.DISCONNECT: ("Ticker.outputs:tick", f"{gci_name}01.inputs:exec"),
keys.SET_VALUES: (f"{setter_name}.inputs:value", test_value),
},
)
await controller.evaluate(graph)
(_, setter_node) = nodes
if almost_equal:
self.assertAlmostEqual(
getattr(TestClass._get_instance(), property_name), test_value, places=3 # noqa: PLW0212
)
else:
self.assertEqual(getattr(TestClass._get_instance(), property_name), test_value) # noqa: PLW0212
self.assertEqual(
og.Controller.get(controller.attribute("outputs:exec", setter_node)), og.ExecutionAttributeState.ENABLED
)
# --------------------------------------------------------------------------------
async def test_property_string(self):
"""Test to see strings can be get and set"""
property_name = "test_visible_str_property"
test_value = "test_value!"
await self._property_test(property_name, test_value)
# --------------------------------------------------------------------------------
async def test_property_int(self):
"""Test to see ints can be get and set"""
property_name = "test_visible_int_property"
test_value = random.randint(0, sys.maxsize >> 32)
await self._property_test(property_name, test_value)
# --------------------------------------------------------------------------------
async def test_property_float(self):
"""Test to see floats can be get and set"""
property_name = "test_visible_float_property"
test_value = random.random()
await self._property_test(property_name, test_value, almost_equal=True)
# --------------------------------------------------------------------------------
async def test_enum(self):
"""Test switching on enums"""
oga.AutoClass(module_name="__test__")(TestEnum)
oga.AutoFunc(module_name="__test__")(get_test_enum)
test_enum_sanitized_name = TestEnum.__qualname__.replace(".", "__NSP__")
controller = og.Controller()
keys = og.Controller.Keys
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Ticker", "omni.graph.action.OnTick"),
("Generator", "__test__.get_test_enum"),
("Switch", f"__test__.{test_enum_sanitized_name}"),
],
keys.CONNECT: [
("Ticker.outputs:tick", "Generator.inputs:exec"),
("Generator.outputs:exec", "Switch.inputs:exec"),
("Generator.outputs:out_0", "Switch.inputs:enum"),
],
keys.SET_VALUES: [("Ticker.inputs:onlyPlayback", False), ("Generator.inputs:input_value", 1)],
},
)
await controller.evaluate(graph)
(_, _, switch_node) = nodes
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL0", switch_node)), og.ExecutionAttributeState.DISABLED
)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL1", switch_node)), og.ExecutionAttributeState.ENABLED
)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL2", switch_node)), og.ExecutionAttributeState.DISABLED
)
controller.edit(
self.TEST_GRAPH_PATH,
{keys.SET_VALUES: [("Generator.inputs:input_value", 2), ("Switch.outputs:VAL1", False)]},
)
await controller.evaluate(graph)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL0", switch_node)), og.ExecutionAttributeState.DISABLED
)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL1", switch_node)), og.ExecutionAttributeState.DISABLED
)
self.assertEqual(
og.Controller.get(controller.attribute("outputs:VAL2", switch_node)), og.ExecutionAttributeState.ENABLED
)
# --------------------------------------------------------------------------------
class TestAutographPureNodes(ogts.OmniGraphTestCase):
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
async def tuple_test(self):
"""Test multiple outputs"""
def switch_io(input1: str, input2: int) -> Tuple[int, str]:
return (input2, input1)
oga.AutoFunc(module_name="__test__", pure=True)(switch_io)
# ----------------------------------------------------------------------
async def test_tuple(self):
"""Test multiple outputs"""
test_input1 = "test"
test_input2 = 42
controller = og.Controller()
keys = og.Controller.Keys
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [("Identity1", "__test__.identity_tuple"), ("Identity2", "__test__.identity_tuple")],
keys.CONNECT: [
("Identity1.outputs:out_0", "Identity2.inputs:input_value_1"),
("Identity1.outputs:out_1", "Identity2.inputs:input_value_2"),
],
keys.SET_VALUES: [
("Identity1.inputs:input_value_1", test_input1),
("Identity1.inputs:input_value_2", test_input2),
],
},
)
await controller.evaluate(graph)
(identity1_node, _) = nodes
self.assertEqual(og.Controller.get(controller.attribute("outputs:out_0", identity1_node)), test_input1)
self.assertEqual(og.Controller.get(controller.attribute("outputs:out_1", identity1_node)), test_input2)
# --------------------------------------------------------------------------------
async def test_bundle(self):
"""Test switching on bundles"""
test_input_1 = (random.random(), random.random(), random.random())
test_input_2 = (0, 0.5, 1)
oga.AutoFunc(module_name="__test__", pure=True)(unpack_vector)
controller = og.Controller()
keys = og.Controller.Keys
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Pack", "__test__.pack"),
("UnpackVector", "__test__.unpack_vector"),
("Id", "__test__.identity_float3"),
],
keys.CONNECT: [
# outputs_out_0 instead of outputs:out_0 due to the way bundles are implemented
("Pack.outputs_out_0", "UnpackVector.inputs:bundle"),
("UnpackVector.outputs:out_0", "Id.inputs:input_value"),
],
keys.SET_VALUES: [("Pack.inputs:v", test_input_1), ("Pack.inputs:c", test_input_2)],
},
)
await controller.evaluate(graph)
(_, unpack_vector_node, _) = nodes
out_0 = og.Controller.get(controller.attribute("outputs:out_0", unpack_vector_node))
self.assertAlmostEqual(out_0[0], test_input_1[0], places=3)
self.assertAlmostEqual(out_0[1], test_input_1[1], places=3)
self.assertAlmostEqual(out_0[2], test_input_1[2], places=3)
# --------------------------------------------------------------------------------
async def test_type(self):
"""Tests creating nodes based on functions from many types."""
oga.AutoFunc(module_name="__test__")(dbl_to_matd)
| 13,001 | Python | 35.318436 | 120 | 0.535497 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_general.py | # noqa: PLC0302
"""Basic tests of the compute graph"""
import os
import tempfile
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
import omni.graph.tools.ogn as ogn
import omni.kit.commands
import omni.kit.test
import omni.kit.undo
import omni.usd
import omni.usd.commands
from pxr import Gf, OmniGraphSchemaTools, Sdf
# ======================================================================
class SimpleGraph:
def __init__(self):
self.graph = None
self.input_prim = None
self.simple_node = None
self.cube_prim = None
# ======================================================================
def create_simple_graph(stage):
"""Create a scene containing an Xform prim, a Cube, and a PushGraph with a SimpleNode."""
scene = SimpleGraph()
# create nodes
path = omni.usd.get_stage_next_free_path(stage, "/" + "InputPrim", True)
scene.input_prim = stage.DefinePrim(path, "Xform")
scene.input_prim.CreateAttribute("value", Sdf.ValueTypeNames.Float).Set(0.5)
(scene.graph, nodes, _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [("SimpleNode", "omni.graph.examples.cpp.Simple")],
og.Controller.Keys.SET_VALUES: [("SimpleNode.inputs:multiplier", 3.0), ("SimpleNode.inputs:value", 1.0)],
},
)
scene.simple_node = og.Controller.prim(nodes[0])
path = omni.usd.get_stage_next_free_path(stage, "/" + "Cube", True)
scene.cube_prim = stage.DefinePrim(path, "Cube")
scene.cube_prim.CreateAttribute("size", Sdf.ValueTypeNames.Double).Set(2.0)
return scene
class TestOmniGraphGeneral(ogts.OmniGraphTestCase):
# ----------------------------------------------------------------------
async def test_graph_load(self):
"""Test state after a simple graph is loaded from a file"""
await og.load_example_file("ExampleCube.usda")
# These nodes are known to be in the file
self.assertFalse(ogts.verify_node_existence(["/World/graph/NoOp"]))
# ----------------------------------------------------------------------
async def test_graph_creation(self):
"""Test state after manually creating a simple graph"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
scene = create_simple_graph(stage)
self.assertIsNotNone(scene, "Failed to create a simple graph")
self.assertIsNotNone(scene.input_prim, "Failed to create input primitive in simple graph")
self.assertIsNotNone(scene.simple_node, "Failed to create simple node in simple graph")
self.assertIsNotNone(scene.cube_prim, "Failed to create cube primitive in simple graph")
await omni.kit.app.get_app().next_update_async()
ogts.dump_graph()
# Verify that the simple_node prim belongs to an actual OG node in the graph.
node_prims = [og.Controller.prim(node) for node in scene.graph.get_nodes()]
self.assertTrue(scene.simple_node in node_prims)
# ----------------------------------------------------------------------
async def test_graph_disable(self):
"""Exercise disabling a graph"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
scene = create_simple_graph(stage)
controller = og.Controller()
graph = scene.graph
simple_node = og.get_node_by_path(scene.simple_node.GetPath().pathString)
multiplier_attr = simple_node.get_attribute("inputs:multiplier")
in_value_attr = simple_node.get_attribute("inputs:value")
out_value_attr = simple_node.get_attribute("outputs:value")
# set some values on simple node
multiplier_attr.set(2)
in_value_attr.set(3)
# test the graph works
await controller.evaluate()
self.assertEqual(out_value_attr.get(), 6)
# test the graph works with an update
multiplier_attr.set(3)
await controller.evaluate()
self.assertEqual(out_value_attr.get(), 9)
# disable the graph
graph.set_disabled(True)
# test the graph stopped taking into account updates
multiplier_attr.set(4)
await controller.evaluate()
self.assertEqual(out_value_attr.get(), 9)
# re-enable the graph
graph.set_disabled(False)
# value should now update
await controller.evaluate()
self.assertEqual(out_value_attr.get(), 12)
# ----------------------------------------------------------------------
async def test_usd_update_settings(self):
"""
Basic idea of test: here we test the USD write back policy of OmniGraph under normal circumstances.
We get the USD prim that is backing an intermediate node, and test all possible settings against it to make sure
it is updating only when expected.
"""
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
subtract_node_prim = stage.GetPrimAtPath("/World/moveX/subtract")
output_usd_attr = subtract_node_prim.GetAttribute("outputs:out")
# test that there is no change in the intermediate USD value:
# ------------------------------------------
t0 = output_usd_attr.Get()
await omni.kit.app.get_app().next_update_async()
t1 = output_usd_attr.Get()
diff = abs(t1 - t0)
self.assertAlmostEqual(diff, 0.0, places=3)
# ----------------------------------------------------------------------
async def test_reload_from_stage(self):
# The basic idea of the test is as follows:
# We load up the TestTranslatingCube.usda file, which has a cube
# that continually moves in X. We make sure first the
# node is working, and then we reload the graph from the stage. Once we do
# that, we make sure that the graph is still working - make sure the cube still moves
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
# make sure the box and the attribute we expect are there.
graph = og.get_graph_by_path("/World/moveX")
cube_prim = stage.GetPrimAtPath("/World/Cube")
translate_attr = cube_prim.GetAttribute("xformOp:translate")
self.assertTrue(translate_attr.IsValid())
# get the initial position of the cube
translate = translate_attr.Get()
t0 = translate[0]
# wait 1 frame
await omni.kit.app.get_app().next_update_async()
# get the updated cube position and make sure it moved
translate = translate_attr.Get()
t1 = translate[0]
diff = abs(t1 - t0)
self.assertGreater(diff, 0.1)
# subtract_node = graph.get_node("/World/moveX/subtract")
# node_handle = subtract_node.get_handle()
# now reload the graph and make sure the node has a new handle (showing that it's been deleted and recreated)
# and that everything still works.
graph.reload_from_stage()
# Note that we have to re-fetch a lot of the constructs, as those would have been destroyed and recreated during
# the graph reload process:
# subtract_node = graph.get_node("/World/moveX/subtract")
# new_node_handle = subtract_node.get_handle()
# Almost certainly the new handle will not be the same as the old one, but we're not doing the check here
# because it possibly could be the same, and that could lead to flaky test.
# self.assertTrue(new_node_handle != node_handle)
cube_prim = stage.GetPrimAtPath("/World/Cube")
translate_attr = cube_prim.GetAttribute("xformOp:translate")
self.assertTrue(translate_attr.IsValid())
# get the initial position of the cube
translate = translate_attr.Get()
t0 = translate[0]
# wait 1 frame
await omni.kit.app.get_app().next_update_async()
# get the updated cube position and make sure it moved
translate = translate_attr.Get()
t1 = translate[0]
diff = abs(t1 - t0)
self.assertGreater(diff, 0.1)
# ----------------------------------------------------------------------
async def test_reload_from_stage_retains_instances(self):
"""Validates that the reload from stage call will retain any instances that may be referencing the node"""
graph_path = "/World/Graph"
num_instances = 3
controller = og.Controller(update_usd=True)
keys = controller.Keys
# Simple graph that increments a counter attribute on the graph target
# [ReadPrim]->[Add 1]->[WritePrim]
(graph, _, _, nodes) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("ReadPrim", "omni.graph.nodes.ReadPrimAttribute"),
("WritePrim", "omni.graph.nodes.WritePrimAttribute"),
("Add", "omni.graph.nodes.Add"),
("Constant", "omni.graph.nodes.ConstantDouble"),
("GraphTarget", "omni.graph.nodes.GetGraphTargetPrim"),
],
keys.SET_VALUES: [
("Constant.inputs:value", 1.0),
("ReadPrim.inputs:name", "counter"),
("WritePrim.inputs:name", "counter"),
],
keys.CONNECT: [
("GraphTarget.outputs:prim", "ReadPrim.inputs:prim"),
("GraphTarget.outputs:prim", "WritePrim.inputs:prim"),
("ReadPrim.outputs:value", "Add.inputs:a"),
("Constant.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "WritePrim.inputs:value"),
],
},
)
# create instances
for i in range(0, num_instances):
prim_name = f"/World/Prim_{i}"
prim = omni.usd.get_context().get_stage().DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(omni.usd.get_context().get_stage(), prim_name, graph_path)
prim.CreateAttribute("counter", Sdf.ValueTypeNames.Int).Set(0)
await controller.evaluate()
await omni.kit.app.get_app().next_update_async()
# capture the existing values
attr = nodes["Add"].get_attribute("outputs:sum")
values = []
for i in range(0, num_instances):
values.append(attr.get(instance=i))
attr_path = attr.get_path()
# reload the graph here. Note this will invalidate any handles to og objects (except the graph)
graph.reload_from_stage()
# reevaluate
await controller.evaluate()
await omni.kit.app.get_app().next_update_async()
attr = og.Controller.attribute(attr_path)
# validate the values have been updated
for i in range(0, num_instances):
self.assertGreater(attr.get(instance=i), values[i])
# ----------------------------------------------------------------------
async def test_invalid_graph_objects(self):
# The basic idea of the test is as follows:
# Often the graph constructs like node, attribute, graph etc. will outlive their python wrapers.
# Accessing these deleted things will lead to a crash. We have put in measures to prevent things
# from crashing, even if the underlying objects have been destroyed. This test tries out these
# scenarios. This test also tests the deletion of global graphs, by deleting the corresponding
# wrapper node in the orchestration graph
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = og.Controller.graph("/World/moveX")
# make sure the box and the attribute we expect are there.
context = graph.get_default_graph_context()
subtract_node = graph.get_node("/World/moveX/subtract")
output_attr = subtract_node.get_attribute("outputs:out")
self.assertTrue(output_attr.is_valid())
self.assertTrue(subtract_node.is_valid())
graph.destroy_node("/World/moveX/subtract", True)
self.assertFalse(subtract_node.is_valid())
self.assertFalse(output_attr.is_valid())
self.assertTrue(context.is_valid())
self.assertTrue(graph.is_valid())
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION
)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
global_graph_nodes = orchestration_graph.get_nodes()
self.assertTrue(len(global_graph_nodes) == 1)
global_implicit_graph_node = global_graph_nodes[0]
orchestration_graph.destroy_node(global_graph_nodes[0].get_prim_path(), False)
self.assertFalse(global_implicit_graph_node.is_valid())
self.assertFalse(context.is_valid())
self.assertFalse(graph.is_valid())
# Do not use something like new stage to destroy the objects and assert invalidity. This can cause
# a race condition where the destruction of the existing stuff on the stage is not complete when
# the new stage is ready
# await omni.usd.get_context().new_stage_async()
# self.assertFalse(context.is_valid())
# self.assertFalse(graph.is_valid())
# self.assertFalse(output_attr.is_valid())
# ----------------------------------------------------------------------
async def test_memory_type_and_optional_keywords(self):
"""Test the persistence of the memoryType and optional keyword values in .ogn nodes"""
controller = og.Controller()
keys = og.Controller.Keys
# Create some nodes with known memoryType and optional values
#
# C++ Nodes
# omni.graph.tutorials.CpuGpuData
# node memory type = any
# inputs:is_gpu memory type = cpu
# inputs:a memory type = any (inherited from node)
# omni.graph.tutorials.CudaData
# node memory type = cuda
# inputs:a memory type = cuda (inherited from node)
# inputs:multiplier memory type = cpu
# omni.graph.nodes.CopyAttr
# inputs:fullData optional = false
# inputs:partialData optional = true
#
# Python Nodes
# omni.graph.tutorials.CpuGpuExtendedPy
# node memory type = cpu
# inputs:cpuData memory type = any
# inputs:gpu memory type = cpu (inherited from node)
# omni.graph.test.PerturbPointsGpu
# node memory type = cuda
# inputs:percentModified memory type = cpu
# inputs:minimum memory type = cuda (inherited from node)
# omni.graph.tutorials.TutorialSimpleDataPy
# inputs:a_bool optional = true
# inputs:a_half optional = false
(
_,
(
cpu_gpu_node,
cuda_node,
optional_node,
cpu_gpu_py_node,
cuda_py_node,
optional_py_node,
),
_,
_,
) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("CpuGpu", "omni.graph.tutorials.CpuGpuData"),
("Cuda", "omni.graph.tutorials.CudaData"),
("Optional", "omni.graph.nodes.CopyAttribute"),
("CpuGpuPy", "omni.graph.tutorials.CpuGpuBundlesPy"),
("CudaPy", "omni.graph.test.PerturbPointsGpu"),
("OptionalPy", "omni.graph.tutorials.SimpleDataPy"),
]
},
)
memory_type_key = ogn.MetadataKeys.MEMORY_TYPE
self.assertEqual(cpu_gpu_node.get_node_type().get_metadata(memory_type_key), ogn.MemoryTypeValues.ANY)
is_gpu_attr = cpu_gpu_node.get_attribute("inputs:is_gpu")
self.assertEqual(is_gpu_attr.get_metadata(memory_type_key), ogn.MemoryTypeValues.CPU)
a_attr = cpu_gpu_node.get_attribute("inputs:a")
self.assertEqual(a_attr.get_metadata(memory_type_key), None)
self.assertEqual(cuda_node.get_node_type().get_metadata(memory_type_key), ogn.MemoryTypeValues.CUDA)
multiplier_attr = cuda_node.get_attribute("inputs:multiplier")
self.assertEqual(multiplier_attr.get_metadata(memory_type_key), ogn.MemoryTypeValues.CPU)
a_attr = cuda_node.get_attribute("inputs:a")
self.assertEqual(a_attr.get_metadata(memory_type_key), None)
self.assertEqual(optional_node.get_node_type().get_metadata(memory_type_key), None)
full_data_attr = optional_node.get_attribute("inputs:fullData")
self.assertFalse(full_data_attr.is_optional_for_compute)
partial_data_attr = optional_node.get_attribute("inputs:partialData")
self.assertTrue(partial_data_attr.is_optional_for_compute)
self.assertEqual(cpu_gpu_py_node.get_node_type().get_metadata(memory_type_key), None)
gpu_attr = cpu_gpu_py_node.get_attribute("inputs:cpuBundle")
self.assertEqual(gpu_attr.get_metadata(memory_type_key), None)
cpu_data_attr = cpu_gpu_py_node.get_attribute("inputs:gpuBundle")
self.assertEqual(cpu_data_attr.get_metadata(memory_type_key), ogn.MemoryTypeValues.CUDA)
cpu_data_attr = cpu_gpu_py_node.get_attribute("outputs_cpuGpuBundle")
self.assertEqual(cpu_data_attr.get_metadata(memory_type_key), ogn.MemoryTypeValues.ANY)
self.assertEqual(cuda_py_node.get_node_type().get_metadata(memory_type_key), ogn.MemoryTypeValues.CUDA)
percent_attr = cuda_py_node.get_attribute("inputs:percentModified")
self.assertEqual(percent_attr.get_metadata(memory_type_key), ogn.MemoryTypeValues.CPU)
minimum_attr = cuda_py_node.get_attribute("inputs:minimum")
self.assertEqual(minimum_attr.get_metadata(memory_type_key), None)
self.assertEqual(optional_py_node.get_node_type().get_metadata(memory_type_key), None)
a_half_attr = optional_py_node.get_attribute("inputs:a_half")
self.assertEqual(a_half_attr.is_optional_for_compute, False)
a_bool_attr = optional_py_node.get_attribute("inputs:a_bool")
self.assertEqual(a_bool_attr.is_optional_for_compute, True)
# Check that the three methods of getting Cpu pointers to Gpu data give the same answer
# Method 1: Directly from the attribute value helper
data_view = og.AttributeValueHelper(cuda_node.get_attribute("outputs:points"))
data_view.gpu_ptr_kind = og.PtrToPtrKind.CPU
data_view_data = data_view.get(on_gpu=True)
# Method 2: From the controller class get() method
controller_data = og.Controller.get(
cuda_node.get_attribute("outputs:points"), on_gpu=True, gpu_ptr_kind=og.PtrToPtrKind.CPU
)
self.assertEqual(data_view_data.memory, controller_data.memory)
# Method 3: From the controller object get() method
controller = og.Controller(cuda_node.get_attribute("outputs:points"))
controller.gpu_ptr_kind = og.PtrToPtrKind.CPU
controller_data = controller.get(on_gpu=True)
self.assertEqual(data_view_data.memory, controller_data.memory)
# ----------------------------------------------------------------------
async def test_equality_comparisons(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
scene = create_simple_graph(stage)
graph = scene.graph
# Nodes
simple_node = og.get_node_by_path(scene.simple_node.GetPath().pathString)
self.assertEqual(simple_node, simple_node)
self.assertNotEqual(simple_node, None)
simple_node2 = graph.get_node(simple_node.get_prim_path())
self.assertEqual(simple_node, simple_node2)
cube_node = og.get_node_by_path(scene.cube_prim.GetPath().pathString)
self.assertNotEqual(simple_node, cube_node)
# TODO: These emit intentional error messages which the build
# framework picks up as test failures. Need to find another
# way to test this.
#
# bad_node = graph.get_node('bad_node')
# bad_node2 = graph.get_node('bad_node2')
# self.assertNotEqual(simple_node, bad_node)
# self.assertEqual(bad_node, bad_node2)
# Graphs
self.assertEqual(graph, graph)
self.assertNotEqual(graph, None)
graph2 = simple_node.get_graph()
self.assertEqual(graph, graph2)
# TODO: These emit intentional error messages which the build
# framework picks up as test failures. Need to find another
# way to test this.
#
# bad_graph = bad_node.get_graph()
# bad_graph2 = bad_node2.get_graph()
# self.assertNotEqual(graph, bad_graph)
# self.assertEqual(bad_graph, bad_graph2)
# Attributes
multiplier_attr = simple_node.get_attribute("inputs:multiplier")
self.assertEqual(multiplier_attr, multiplier_attr)
self.assertNotEqual(multiplier_attr, None)
multiplier_attr2 = simple_node.get_attribute("inputs:multiplier")
self.assertEqual(multiplier_attr, multiplier_attr2)
value_attr = simple_node.get_attribute("inputs:value")
self.assertNotEqual(multiplier_attr, value_attr)
# TODO: These emit intentional error messages which the build
# framework picks up as test failures. Need to find another
# way to test this.
#
# bad_attr = bad_node.get_attribute('bad_attr')
# bad_attr2 = bad_node.get_attribute('bad_attr2')
# self.assertNotEqual(multiplier_attr, bad_attr)
# self.assertEqual(bad_attr, bad_attr2)
# AttributeData
mult_data = multiplier_attr.get_attribute_data()
self.assertEqual(mult_data, mult_data)
self.assertNotEqual(mult_data, None)
mult_data2 = multiplier_attr.get_attribute_data()
self.assertEqual(mult_data, mult_data2)
value_data = value_attr.get_attribute_data()
self.assertNotEqual(mult_data, value_data)
# Types
t1 = og.Type(og.INT, 2, 1, og.COLOR)
same_as_t1 = og.Type(og.INT, 2, 1, og.COLOR)
t2 = og.Type(og.FLOAT, 2, 1, og.COLOR)
t3 = og.Type(og.INT, 3, 1, og.COLOR)
t4 = og.Type(og.INT, 2, 0, og.COLOR)
t5 = og.Type(og.INT, 2, 1, og.POSITION)
self.assertEqual(t1, t1)
self.assertNotEqual(t1, None)
self.assertEqual(t1, same_as_t1)
self.assertNotEqual(t1, t2)
self.assertNotEqual(t1, t3)
self.assertNotEqual(t1, t4)
self.assertNotEqual(t1, t5)
# ----------------------------------------------------------------------
async def test_hashability(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
scene = create_simple_graph(stage)
graph = scene.graph
# Nodes
simple_node = og.get_node_by_path(scene.simple_node.GetPath().pathString)
simple_node2 = graph.get_node(simple_node.get_prim_path())
cube_node = og.get_node_by_path(scene.cube_prim.GetPath().pathString)
d = {simple_node: 1, cube_node: 2, simple_node2: 3}
self.assertEqual(len(d), 2)
self.assertEqual(d[simple_node], 3)
# Graphs
graph2 = simple_node.get_graph()
d = {graph: -3, graph2: -17}
self.assertEqual(len(d), 1)
self.assertEqual(d[graph], -17)
# Attributes
multiplier_attr = simple_node.get_attribute("inputs:multiplier")
multiplier_attr2 = simple_node.get_attribute("inputs:multiplier")
value_attr = simple_node.get_attribute("inputs:value")
d = {multiplier_attr: 5, value_attr: 6, multiplier_attr2: 7}
self.assertEqual(len(d), 2)
self.assertEqual(d[multiplier_attr], 7)
# AttributeData
mult_data = multiplier_attr.get_attribute_data()
mult_data2 = multiplier_attr.get_attribute_data()
value_data = value_attr.get_attribute_data()
d = {mult_data: 8, value_data: 9, mult_data2: 10}
self.assertEqual(len(d), 2)
self.assertEqual(d[mult_data], 10)
# Types
t1 = og.Type(og.INT, 2, 1, og.COLOR)
same_as_t1 = og.Type(og.INT, 2, 1, og.COLOR)
t2 = og.Type(og.FLOAT, 2, 1, og.COLOR)
t3 = og.Type(og.INT, 3, 1, og.COLOR)
t4 = og.Type(og.INT, 2, 0, og.COLOR)
t5 = og.Type(og.INT, 2, 1, og.POSITION)
d = {t1: 1, t2: 2, t3: 3, t4: 5, t5: 6, same_as_t1: 4}
self.assertEqual(len(d), 5)
self.assertEqual(d[t1], 4)
# ----------------------------------------------------------------------
async def test_dirty_push_time_change(self):
"""Test that dirty_push evaluator dirties the time node when time changes"""
controller = og.Controller()
(_, (read_time, sub), _, _) = controller.edit(
{"graph_path": "/World/TestGraph", "evaluator_name": "dirty_push"},
{
og.Controller.Keys.CREATE_NODES: [
("ReadTime", "omni.graph.nodes.ReadTime"),
("Sub", "omni.graph.test.SubtractDoubleC"),
],
og.Controller.Keys.CONNECT: [
("ReadTime.outputs:frame", "Sub.inputs:a"),
("ReadTime.outputs:frame", "Sub.inputs:b"),
],
},
)
await controller.evaluate()
# Verify when anim time does not change, the downstream node does not compute
cc_0 = sub.get_compute_count()
await omni.kit.app.get_app().next_update_async()
cc_1 = sub.get_compute_count()
# FIXME: OM-45551: Assert fails due to a bug in the lazy evaluator
# self.assertEqual(cc_0, cc_1)
# Verify when anim time DOES change, the downstream node DOES compute
time_out = controller.attribute("outputs:time", read_time)
# Start playback
timeline = omni.timeline.get_timeline_interface()
timeline.set_start_time(1.0)
timeline.set_end_time(10.0)
timeline.set_target_framerate(timeline.get_time_codes_per_seconds())
timeline.play()
# One update and record start values
await omni.kit.app.get_app().next_update_async()
cc_0 = sub.get_compute_count()
t_0 = og.Controller.get(time_out)
self.assertAlmostEqual(t_0, 1.0, places=1)
# One update and compare values
await omni.kit.app.get_app().next_update_async()
cc_1 = sub.get_compute_count()
t_1 = og.Controller.get(time_out)
self.assertGreater(t_1, t_0)
self.assertEqual(cc_1, cc_0 + 1)
# ----------------------------------------------------------------------
async def test_attribute_deprecation(self):
"""Test the attribute deprecation API."""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
{"graph_path": "/World/TestGraph", "evaluator_name": "dirty_push"},
{
og.Controller.Keys.CREATE_NODES: [
("cpp_node1", "omni.graph.test.ComputeErrorCpp"),
("cpp_node2", "omni.graph.test.ComputeErrorCpp"),
("py_node1", "omni.graph.test.ComputeErrorPy"),
("py_node2", "omni.graph.test.ComputeErrorPy"),
]
},
)
for node in nodes:
deprecated_in_ogn = node.get_attribute("inputs:deprecatedInOgn")
self.assertTrue(deprecated_in_ogn.is_deprecated())
self.assertEqual(deprecated_in_ogn.deprecation_message(), "Use 'dummyIn' instead.")
deprecated_in_init = node.get_attribute("inputs:deprecatedInInit")
self.assertTrue(deprecated_in_init.is_deprecated())
self.assertEqual(deprecated_in_init.deprecation_message(), "Use 'dummyIn' instead.")
dummy_in = node.get_attribute("inputs:dummyIn")
self.assertFalse(dummy_in.is_deprecated())
self.assertEqual(dummy_in.deprecation_message(), "")
# Deprecate the dummyIn attr.
og._internal.deprecate_attribute(dummy_in, "Deprecated on the fly.") # noqa: PLW0212
self.assertTrue(dummy_in.is_deprecated())
self.assertEqual(dummy_in.deprecation_message(), "Deprecated on the fly.")
# ----------------------------------------------------------------------
async def test_minimal_population(self):
"""Test that when fabric minimal population is enabled, that we still initialize graphs properly.
See OM-108844 for more details"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
{"graph_path": "/World/TestGraph"},
{
og.Controller.Keys.CREATE_NODES: [
("find_prims", "omni.graph.nodes.FindPrims"),
]
},
)
await controller.evaluate()
self.assertEqual(nodes[0].get_attribute("inputs:type").get(), "*")
with tempfile.TemporaryDirectory() as test_directory:
# Need to set the default prim, otherwise creating a reference/payload to this file will cause an error
stage = omni.usd.get_context().get_stage()
stage.SetDefaultPrim(stage.GetPrimAtPath("/World"))
tmp_file_path = os.path.join(test_directory, "tmp_test_minimal_population.usda")
await omni.usd.get_context().save_as_stage_async(tmp_file_path)
# Run a usdrt query to ensure that fabric minimal population is enabled
from usdrt import Usd as UsdRtUsd
usdrt_stage = UsdRtUsd.Stage.Attach(omni.usd.get_context().get_stage_id())
self.assertEqual(usdrt_stage.GetPrimsWithTypeName("OmniGraph"), ["/World/TestGraph"])
# Test adding as payload
await omni.usd.get_context().new_stage_async()
await omni.kit.app.get_app().next_update_async()
# Run a usdrt query to ensure that fabric minimal population is enabled
from usdrt import Usd as UsdRtUsd
usdrt_stage = UsdRtUsd.Stage.Attach(omni.usd.get_context().get_stage_id())
self.assertEqual(usdrt_stage.GetPrimsWithTypeName("OmniGraph"), [])
stage = omni.usd.get_context().get_stage()
payload = stage.DefinePrim("/payload")
payload.GetPayloads().AddPayload(tmp_file_path)
await omni.kit.app.get_app().next_update_async()
node = controller.node("/payload/TestGraph/find_prims")
self.assertEqual(node.get_attribute("inputs:type").get(), "*")
# Test adding as reference
await omni.usd.get_context().new_stage_async()
await omni.kit.app.get_app().next_update_async()
stage = omni.usd.get_context().get_stage()
ref = stage.DefinePrim("/ref")
ref.GetReferences().AddReference(tmp_file_path)
await omni.kit.app.get_app().next_update_async()
node = controller.node("/ref/TestGraph/find_prims")
self.assertEqual(node.get_attribute("inputs:type").get(), "*")
# ===================================================================
class TestOmniGraphSimpleMisc(ogts.OmniGraphTestCase):
"""Misc tests that issue expected errors functionality"""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.__cb_count = 0
self.__error_node = None
async def test_compute_messages(self):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
scene = create_simple_graph(stage)
graph = scene.graph
graph.set_disabled(True) # to ensure "compute" messages are managed only by hand in the first tests
node = og.get_node_by_path(scene.simple_node.GetPath().pathString)
# A new node should start with no messages.
self.assertEqual(len(node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(node.get_compute_messages(og.ERROR)), 0)
# Check counts.
msg1 = "Ignore this error/warning message #1"
msg2 = "Ignore this error/warning message #2"
msg3 = "Ignore this error/warning message #3"
node.log_compute_message(og.INFO, msg1)
node.log_compute_message(og.WARNING, msg1)
node.log_compute_message(og.WARNING, msg2)
self.assertEqual(len(node.get_compute_messages(og.INFO)), 1)
self.assertEqual(len(node.get_compute_messages(og.WARNING)), 2)
# Check that logging detects duplicates.
self.assertFalse(node.log_compute_message(og.ERROR, msg2))
self.assertFalse(node.log_compute_message(og.ERROR, msg1))
self.assertTrue(node.log_compute_message(og.ERROR, msg2))
# Check that duplicates are only recorded once per severity level.
msgs = node.get_compute_messages(og.ERROR)
self.assertEqual(len(msgs), 2)
# Check message retrieval. Note that while the current implementation
# does preserve the order in which the messages were issued, that's
# not a requirement, so we only test that we get each message back once.
counts = {msg1: 0, msg2: 0}
for msg in msgs:
# The logging ABI adds context information to the message so we can't
# do an exact comparison with our original, only that the logged message
# contains our original.
if msg.find(msg1) != -1:
counts[msg1] += 1
elif msg.find(msg2) != -1:
counts[msg2] += 1
self.assertEqual(list(counts.values()).count(1), 2)
# Repeat a message at a new compute count and make sure the message
# count hasn't changed.
await omni.kit.app.get_app().next_update_async()
self.assertTrue(node.log_compute_message(og.ERROR, msg1))
self.assertEqual(len(node.get_compute_messages(og.ERROR)), 2)
# Add a new (non-repeated) message at the new compute count.
self.assertFalse(node.log_compute_message(og.ERROR, msg3))
# If we clear old messages all but the one we just repeated and
# the one just added should be removed.
self.assertEqual(node.clear_old_compute_messages(), 4)
self.assertEqual(len(node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(node.get_compute_messages(og.ERROR)), 2)
# Clear everything.
await omni.kit.app.get_app().next_update_async()
self.assertEqual(node.clear_old_compute_messages(), 2)
self.assertEqual(len(node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(node.get_compute_messages(og.ERROR)), 0)
# Ensure it still all works after clearing.
self.assertFalse(node.log_compute_message(og.ERROR, msg1))
self.assertEqual(len(node.get_compute_messages(og.ERROR)), 1)
self.assertTrue(node.get_compute_messages(og.ERROR)[0].find(msg1) != -1)
# Test with nodes which will generate messages during compute.
graph.set_disabled(False)
for node_name, node_type in [
("CppErrorNode", "omni.graph.test.ComputeErrorCpp"),
("PyErrorNode", "omni.graph.test.ComputeErrorPy"),
]:
(_, nodes, _, _) = og.Controller.edit(graph, {og.Controller.Keys.CREATE_NODES: [(node_name, node_type)]})
self.assertEqual(len(nodes), 1)
self.__error_node = nodes[0]
# It should start with no messages.
self.assertEqual(len(self.__error_node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.ERROR)), 0)
# Set it to generate a warning.
severity_attr = self.__error_node.get_attribute("inputs:severity")
message_attr = self.__error_node.get_attribute("inputs:message")
msg4 = "Ignore this error/warning message #4"
message_attr.set(msg4)
severity_attr.set("warning")
# There should be no warning yet since the node has not evaluated.
self.assertEqual(len(self.__error_node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.ERROR)), 0)
# Evaluate the graph and check again.
await omni.kit.app.get_app().next_update_async()
self.assertEqual(len(self.__error_node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.ERROR)), 0)
msgs = self.__error_node.get_compute_messages(og.WARNING)
self.assertEqual(len(msgs), 1)
self.assertTrue(msgs[0].find(msg4) != -1)
# Have it issue a different error message. After evaluation we should only
# have the error not the warning.
msg5 = "Ignore this error/warning message #5"
message_attr.set(msg5)
severity_attr.set("error")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(len(self.__error_node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.WARNING)), 0)
msgs = self.__error_node.get_compute_messages(og.ERROR)
self.assertEqual(len(msgs), 1)
self.assertTrue(msgs[0].find(msg5) != -1)
# Stop the node generating errors. After the next evaluate there
# should be no messages.
severity_attr.set("none")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(len(self.__error_node.get_compute_messages(og.INFO)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.WARNING)), 0)
self.assertEqual(len(self.__error_node.get_compute_messages(og.ERROR)), 0)
# Set up a callback for changes in the node's error status.
self.__cb_count = 0
def error_status_changed(nodes, graph):
self.assertEqual(len(nodes), 1)
self.assertEqual(nodes[0], self.__error_node)
self.__cb_count += 1
cb = graph.register_error_status_change_callback(error_status_changed)
# There are currently no errors so the callback should not get
# called.
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 0)
# Setting a warning message should call the callback.
message_attr.set(msg4)
severity_attr.set("warning")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 1)
# Converting the warning to an error should call the callback.
severity_attr.set("error")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 2)
# Setting the same message again should not call the callback.
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 2)
# A clean compute should clear the message and call the callback.
severity_attr.set("none")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 3)
# No more messages so further evaluations should not call the callback.
await omni.kit.app.get_app().next_update_async()
self.assertEqual(self.__cb_count, 3)
graph.deregister_error_status_change_callback(cb)
async def test_write_to_backing(self):
"""Test the GraphContext.write_to_backing functionality"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
(graph, (constant_string,), _, path_to_object_map) = og.Controller.edit(
"/Root",
{
og.Controller.Keys.CREATE_NODES: [
("ConstantString", "omni.graph.nodes.ConstantString"),
],
},
)
controller = og.Controller(path_to_object_map=path_to_object_map, update_usd=False)
(graph, _, _, _) = controller.edit(
graph,
{
og.Controller.Keys.SET_VALUES: [
("ConstantString.inputs:value", "foo"),
],
},
)
string_attrib = controller.attribute("inputs:value", constant_string)
string_usd_attrib = stage.GetAttributeAtPath(string_attrib.get_path())
self.assertEqual("foo", controller.get(string_attrib))
self.assertEqual(None, string_usd_attrib.Get())
# flush to USD and verify the USD attrib value has changed
bucket_id = constant_string.get_backing_bucket_id()
graph.get_default_graph_context().write_bucket_to_backing(bucket_id)
self.assertEqual("foo", string_usd_attrib.Get())
# Verify changing OG attribute does not change USD attrib
string_attrib.set("bar")
await controller.evaluate()
self.assertEqual("bar", controller.get(string_attrib))
self.assertEqual("foo", string_usd_attrib.Get())
# flush to USD and verify the USD attrib value has changed
graph.get_default_graph_context().write_bucket_to_backing(bucket_id)
self.assertEqual("bar", controller.get(string_attrib))
self.assertEqual("bar", string_usd_attrib.Get())
# verify invalid bucket raises
# FC issues: getNamesAndTypes, bucketId 42 not found
with ogts.ExpectedError():
with self.assertRaises(ValueError):
bad_bucket_id = og.BucketId(42)
graph.get_default_graph_context().write_bucket_to_backing(bad_bucket_id)
controller.edit("/Root", {og.Controller.Keys.DELETE_NODES: "ConstantString"})
with self.assertRaises(ValueError):
constant_string.get_backing_bucket_id()
async def test_ogn_defaults(self):
# tests that overriden attributes values persists after serialization
# tests that non-overriden attributes values are set to OGN defaults, even after serialization
stage = omni.usd.get_context().get_stage()
(_, (data_node), _, _) = og.Controller.edit(
"/World/Graph", {og.Controller.Keys.CREATE_NODES: [("TupleData", "omni.tutorials.TupleData")]}
)
self.assertTrue((data_node[0].get_attribute("inputs:a_double3").get() == [1.1, 2.2, 3.3]).all())
# we don't have any value in USD
node_prim = stage.GetPrimAtPath("/World/Graph/TupleData")
usd_attrib = node_prim.GetAttribute("inputs:a_double3").Get()
self.assertTrue(usd_attrib is None)
# set runtime only
data_node[0].get_attribute("inputs:a_double3").set([16.0, 17.0, 18.0])
self.assertTrue((data_node[0].get_attribute("inputs:a_double3").get() == [16.0, 17.0, 18.0]).all())
# does not affect USD
usd_attrib = node_prim.GetAttribute("inputs:a_double3").Get()
self.assertTrue(usd_attrib is None)
# save and reload
with tempfile.TemporaryDirectory() as test_directory:
tmp_file_path = os.path.join(test_directory, "tmp_test_ogn_defaults.usda")
(result, error, _) = await omni.usd.get_context().save_as_stage_async(str(tmp_file_path))
self.assertTrue(result, error)
(result, error) = await omni.usd.get_context().open_stage_async(tmp_file_path)
self.assertTrue(result, error)
stage = omni.usd.get_context().get_stage()
node_prim = stage.GetPrimAtPath("/World/Graph/TupleData")
# still no usd value
usd_attrib = node_prim.GetAttribute("inputs:a_double3").Get()
self.assertTrue(usd_attrib is None)
# we have the default OGN values in OG
attr = og.Controller.attribute("/World/Graph/TupleData/inputs:a_double3")
self.assertTrue((attr.get() == [1.1, 2.2, 3.3]).all())
# replace the node with something else in order to test a different default
interface = ogu.get_node_type_forwarding_interface()
try:
self.assertTrue(
interface.define_forward(
"omni.tutorials.TupleData", 1, "omni.tests.FakeTupleData", 1, "omni.graph.test"
)
)
# save and reload
with tempfile.TemporaryDirectory() as test_directory:
tmp_file_path = os.path.join(test_directory, "tmp_test_ogn_defaults.usda")
(result, error, _) = await omni.usd.get_context().save_as_stage_async(str(tmp_file_path))
self.assertTrue(result, error)
(result, error) = await omni.usd.get_context().open_stage_async(tmp_file_path)
self.assertTrue(result, error)
stage = omni.usd.get_context().get_stage()
node_prim = stage.GetPrimAtPath("/World/Graph/TupleData")
# still no usd value
usd_attrib = node_prim.GetAttribute("inputs:a_double3").Get()
self.assertTrue(usd_attrib is None)
# we have now the new "fake" default OGN values in OG
attr = og.Controller.attribute("/World/Graph/TupleData/inputs:a_double3")
self.assertTrue((attr.get() == [4.5, 6.7, 8.9]).all())
# set USD
node_prim.GetAttribute("inputs:a_double3").Set(Gf.Vec3f(6.0, 7.0, 8.0))
self.assertTrue((attr.get() == [6.0, 7.0, 8.0]).all())
# save and reload
with tempfile.TemporaryDirectory() as test_directory:
tmp_file_path = os.path.join(test_directory, "tmp_test_ogn_defaults.usda")
(result, error, _) = await omni.usd.get_context().save_as_stage_async(str(tmp_file_path))
self.assertTrue(result, error)
(result, error) = await omni.usd.get_context().open_stage_async(tmp_file_path)
self.assertTrue(result, error)
# it should has now persisted
stage = omni.usd.get_context().get_stage()
node_prim = stage.GetPrimAtPath("/World/Graph/TupleData")
self.assertTrue(node_prim.GetAttribute("inputs:a_double3").Get() == [6.0, 7.0, 8.0])
# ...and proper OG values
attr = og.Controller.attribute("/World/Graph/TupleData/inputs:a_double3")
self.assertTrue((attr.get() == [6.0, 7.0, 8.0]).all())
finally:
interface.remove_forwarded_type("omni.tests.FakeTupleData", 1)
# ======================================================================
class TestOmniGraphSimpleSchema(ogts.OmniGraphTestCaseNoClear):
"""Test basic schema-based graph functionality"""
# ----------------------------------------------------------------------
async def test_node_duplication(self):
"""Test that duplication of an OmniGraph node copies the values correctly"""
controller = og.Controller()
(_, (node, py_node), _, _) = controller.edit(
"/TestGraph",
{
og.Controller.Keys.CREATE_NODES: [
("SimpleData", "omni.graph.tutorials.SimpleData"),
("SimpleDataPy", "omni.graph.tutorials.SimpleDataPy"),
],
og.Controller.Keys.SET_VALUES: [
("SimpleData.inputs:a_string", "Not The Default"),
("SimpleData.inputs:a_constant_input", 17),
("SimpleData.inputs:a_double", 3.25),
("SimpleDataPy.inputs:a_string", "Not The Default"),
("SimpleDataPy.inputs:a_constant_input", 17),
("SimpleDataPy.inputs:a_double", 3.25),
],
},
)
await controller.evaluate()
# Confirm that the value being set made it to USD
stage = omni.usd.get_context().get_stage()
original_prim = stage.GetPrimAtPath("/TestGraph/SimpleData")
value = original_prim.GetAttribute("inputs:a_string").Get()
self.assertEqual(value, og.Controller(("inputs:a_string", node)).get())
# Check that the original nodes have their values set properly
self.assertEqual("Not The Default", og.Controller(("inputs:a_string", node)).get())
self.assertEqual(17, og.Controller(("inputs:a_constant_input", node)).get())
self.assertEqual(3.25, og.Controller(("inputs:a_double", node)).get())
self.assertEqual(True, og.Controller(("inputs:a_bool", node)).get())
self.assertEqual(0, og.Controller(("inputs:a_int", node)).get())
self.assertEqual("Not The Default", og.Controller(("inputs:a_string", py_node)).get())
self.assertEqual(17, og.Controller(("inputs:a_constant_input", py_node)).get())
self.assertEqual(3.25, og.Controller(("inputs:a_double", py_node)).get())
self.assertEqual(True, og.Controller(("inputs:a_bool", py_node)).get())
self.assertEqual(0, og.Controller(("inputs:a_int", py_node)).get())
# Duplicate the node
omni.kit.commands.execute(
"CopyPrims",
paths_from=[str(node.get_prim_path()), str(py_node.get_prim_path())],
paths_to=["/TestGraph/Duplicate", "/TestGraph/DuplicatePy"],
)
await omni.kit.app.get_app().next_update_async()
# Check that the duplicate has its values set to the ones supplied by the original node
duplicate_node = controller.node("/TestGraph/Duplicate")
self.assertIsNotNone(duplicate_node)
self.assertTrue(duplicate_node.is_valid())
self.assertEqual("Not The Default", og.Controller(("inputs:a_string", duplicate_node)).get())
self.assertEqual(17, og.Controller(("inputs:a_constant_input", duplicate_node)).get())
self.assertEqual(3.25, og.Controller(("inputs:a_double", duplicate_node)).get())
self.assertEqual(True, og.Controller(("inputs:a_bool", duplicate_node)).get())
self.assertEqual(0, og.Controller(("inputs:a_int", duplicate_node)).get())
duplicate_py_node = controller.node("/TestGraph/DuplicatePy")
self.assertIsNotNone(duplicate_py_node)
self.assertTrue(duplicate_py_node.is_valid())
self.assertEqual("Not The Default", og.Controller(("inputs:a_string", duplicate_py_node)).get())
self.assertEqual(17, og.Controller(("inputs:a_constant_input", duplicate_py_node)).get())
self.assertEqual(3.25, og.Controller(("inputs:a_double", duplicate_py_node)).get())
self.assertEqual(True, og.Controller(("inputs:a_bool", duplicate_py_node)).get())
self.assertEqual(0, og.Controller(("inputs:a_int", duplicate_py_node)).get())
| 51,888 | Python | 45.082593 | 120 | 0.599715 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_instancing.py | """ Tests for omnigraph instancing """
import os
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from pxr import OmniGraphSchemaTools, Sdf
# ======================================================================
class TestInstancing(ogts.OmniGraphTestCase):
_graph_path = "/World/TestGraph"
async def setUp(self):
await super().setUp()
timeline = omni.timeline.get_timeline_interface()
timeline.set_fast_mode(True)
# ----------------------------------------------------------------------
async def tick(self):
timeline = omni.timeline.get_timeline_interface()
timeline.play()
await og.Controller.evaluate()
timeline.stop()
# ----------------------------------------------------------------------
async def test_instances_read_variables_from_instances(self):
"""Tests that variable instances are correctly read from the graph when evaluate_targets is called"""
controller = og.Controller()
keys = og.Controller.Keys
# +---------------+
# | WritePrimAttr |
# +------------+ | |
# |ReadVariable|=======>|value |
# +------------+ | |
# | |
# +------------+ | |
# |ReadVariable|=======>|primPath |
# +------------+ +---------------+
(_, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("ReadPrimName", "omni.graph.core.ReadVariable"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "WritePrimAttr.inputs:value"),
("ReadPrimName.outputs:value", "WritePrimAttr.inputs:primPath"),
],
keys.CREATE_VARIABLES: [
("float_var", og.Type(og.BaseDataType.FLOAT)),
("prim_name", og.Type(og.BaseDataType.TOKEN)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "float_var"),
("ReadPrimName.inputs:variableName", "prim_name"),
("WritePrimAttr.inputs:usePath", True),
("WritePrimAttr.inputs:name", "graph_output"),
],
},
)
int_range = range(1, 100)
stage = omni.usd.get_context().get_stage()
for i in int_range:
prim_name = f"/World/Prim_{i}"
prim = stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, self._graph_path)
prim.CreateAttribute("graph:variable:float_var", Sdf.ValueTypeNames.Float).Set(float(i))
prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Float).Set(float(0))
prim.CreateAttribute("graph:variable:prim_name", Sdf.ValueTypeNames.Token).Set(prim_name)
await self.tick()
for i in int_range:
prim_path = f"/World/Prim_{i}"
val = stage.GetPrimAtPath(prim_path).GetAttribute("graph_output").Get()
self.assertEqual(val, i)
# ----------------------------------------------------------------------
async def test_instancing_reports_graph_target(self):
"""Tests that graphs containing a node that uses the graph target reports the
correct value
"""
controller = og.Controller()
keys = og.Controller.Keys
stage = omni.usd.get_context().get_stage()
prims = [stage.DefinePrim(f"/prim_{i}") for i in range(1, 100)]
for prim in prims:
prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Token)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim.GetPath(), self._graph_path)
# +----------------+
# +--------+===>|primPath |
# | self | | writePrimAttr |
# +--------+===>|value |
# +----------------+
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("GraphTarget", "omni.graph.nodes.GraphTarget"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("GraphTarget.outputs:primPath", "WritePrimAttr.inputs:value"),
("GraphTarget.outputs:primPath", "WritePrimAttr.inputs:primPath"),
],
keys.SET_VALUES: [
("WritePrimAttr.inputs:usePath", True),
("WritePrimAttr.inputs:name", "graph_output"),
],
},
)
graph_prim = stage.GetPrimAtPath(self._graph_path)
graph_prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Token)
# validate calling get_graph_target outside of execution gives the graph path
self.assertEqual(graph.get_default_graph_context().get_graph_target(), self._graph_path)
# evaluate the graph, validate it returns the correct prim
graph.evaluate()
# evaluate the prims, validate the output write their own prim path
await self.tick()
for prim in prims:
self.assertEqual(prim.GetAttribute("graph_output").Get(), str(prim.GetPath()))
# ----------------------------------------------------------------------
async def test_instances_edits_apply(self):
"""Tests that changes to variable instances (USD) are applied to the graph immediately"""
controller = og.Controller()
keys = og.Controller.Keys
int_range = range(1, 100)
# +---------------+
# | WritePrimAttr |
# +------------+ | |
# |ReadVariable|=======>|value |
# +------------+ | |
# | |
# +------------+ | |
# |GraphTarget |=======>|primPath |
# +------------+ +---------------+
with ogts.ExpectedError():
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("GraphTarget", "omni.graph.nodes.GraphTarget"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "WritePrimAttr.inputs:value"),
("GraphTarget.outputs:primPath", "WritePrimAttr.inputs:primPath"),
],
keys.CREATE_VARIABLES: [
("float_var", og.Type(og.BaseDataType.FLOAT)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "float_var"),
("WritePrimAttr.inputs:usePath", True),
("WritePrimAttr.inputs:name", "graph_output"),
],
},
)
stage = omni.usd.get_context().get_stage()
# avoid an error because the graph gets run as well
stage.GetPrimAtPath(self._graph_path).CreateAttribute("graph_output", Sdf.ValueTypeNames.Float).Set(float(0))
# create the instances, avoid the override
for i in int_range:
prim_name = f"/World/Prim_{i}"
prim = stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, self._graph_path)
prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Float).Set(float(0))
# set the variable default value
var = graph.find_variable("float_var")
og.Controller.set_variable_default_value(var, 10.0)
await self.tick()
# validate all prims read the default value
for i in int_range:
prim = stage.GetPrimAtPath(f"/World/Prim_{i}")
self.assertEqual(prim.GetAttribute("graph_output").Get(), 10.0)
# create an override attribute on each prim, set it with an unique value
for i in int_range:
prim = stage.GetPrimAtPath(f"/World/Prim_{i}")
prim.CreateAttribute("graph:variable:float_var", Sdf.ValueTypeNames.Float).Set(float(i))
await self.tick()
# update the attribute
for i in int_range:
stage.GetPrimAtPath(f"/World/Prim_{i}").GetAttribute("graph:variable:float_var").Set(float(i * i))
await self.tick()
# validate the updated output was read in the graph
for i in int_range:
prim_path = f"/World/Prim_{i}"
val = stage.GetPrimAtPath(prim_path).GetAttribute("graph_output").Get()
self.assertEqual(val, float(i * i))
async def test_instances_run_from_references(self):
"""OM-48547 - tests instances run when added as references"""
num_prims = 4
for frame_rate in [24, 25, 30]:
with self.subTest(frame_rate=frame_rate):
timeline = omni.timeline.get_timeline_interface()
timeline.set_time_codes_per_second(frame_rate)
file_path = os.path.join(os.path.dirname(__file__), "data", "TestReferenceInstance.usda")
stage = omni.usd.get_context().get_stage()
# Add references to a file that contains a graph and a graph instance.
# The graph increments an attribute on the instance called 'count' each frame
for i in range(0, num_prims):
prim = stage.DefinePrim(f"/World/Root{i}")
prim.GetReferences().AddReference(file_path)
await omni.kit.app.get_app().next_update_async()
counts = []
for i in range(0, num_prims):
# validate a graph was properly created
attr = stage.GetAttributeAtPath(f"/World/Root{i}/Instance.count")
self.assertTrue(attr.IsValid())
counts.append(attr.Get())
timeline.play()
await omni.kit.app.get_app().next_update_async()
# validate that every graph instance was executed
for i in range(0, num_prims):
attr = stage.GetAttributeAtPath(f"/World/Root{i}/Instance.count")
self.assertGreater(attr.Get(), counts[i])
counts[i] = attr.Get()
# remove a prim along with its instances. Validates no errors are thrown
# with the next update
stage.RemovePrim(f"/World/Root{num_prims-1}")
await omni.kit.app.get_app().next_update_async()
# validate the remaining update
for i in range(0, num_prims - 1):
attr = stage.GetAttributeAtPath(f"/World/Root{i}/Instance.count")
self.assertGreater(attr.Get(), counts[i])
timeline.stop()
await omni.usd.get_context().new_stage_async()
# ----------------------------------------------------------------------
async def test_instances_can_be_duplicated(self):
"""Test that valdiates that an OmniGraph instance can be duplicated"""
controller = og.Controller()
keys = og.Controller.Keys
# +------------+ +---------------+
# |GraphTarget |=======>|WriteVariable |
# +------------+ +---------------+
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("GraphTarget", "omni.graph.nodes.GraphTarget"),
("WriteVar", "omni.graph.core.WriteVariable"),
],
keys.CONNECT: [
("GraphTarget.outputs:primPath", "WriteVar.inputs:value"),
],
keys.CREATE_VARIABLES: [
("path", og.Type(og.BaseDataType.TOKEN)),
],
keys.SET_VALUES: [
("WriteVar.inputs:variableName", "path"),
],
},
)
# create an instance, and duplicate it
stage = omni.usd.get_context().get_stage()
prim0 = stage.DefinePrim("/World/Prim0")
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim0.GetPath(), self._graph_path)
omni.kit.commands.execute("CopyPrim", path_from=prim0.GetPath(), path_to="/World/Prim1", exclusive_select=False)
await omni.kit.app.get_app().next_update_async()
# validate both instances ran by checking the variable was written
variable = graph.find_variable("path")
context = graph.get_default_graph_context()
self.assertEquals(variable.get(context, "/World/Prim0"), "/World/Prim0")
self.assertEquals(variable.get(context, "/World/Prim1"), "/World/Prim1")
# ----------------------------------------------------------------------
async def test_instances_python(self):
"""
Tests that python nodes reads correctly their internal state when used in instantiated graphs
The test creates 2 instances, the first one that use override, the other not
We check that the 2 instances behaves differently.
Then we swith instances "override", and we check that each has its own internal state
"""
controller = og.Controller()
keys = og.Controller.Keys
override_value = -1
# +--------------------+
# | OgnTutorialStatePy |
# +------------+ | | +---------------+
# |Constant |=======>|overrideValue | | WritePrimAttr |
# +------------+ | | | |
# | monotonic |=======>|value |
# +------------+ | | | |
# |ReadVariable|=======>|override | | |
# +------------+ +--------------------+ | |
# +------------+ | |
# |GraphTarget |=======>|primPath |
# +------------+ +---------------+
#
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_PRIMS: [
("/World/Inst1", {"graph_output": ("Int64", -2)}),
("/World/Inst2", {"graph_output": ("Int64", -2)}),
],
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("OgnTutorialStatePy", "omni.graph.tutorials.StatePy"),
("Const", "omni.graph.nodes.ConstantInt64"),
("GraphTarget", "omni.graph.nodes.GraphTarget"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "OgnTutorialStatePy.inputs:override"),
("Const.inputs:value", "OgnTutorialStatePy.inputs:overrideValue"),
("GraphTarget.outputs:primPath", "WritePrimAttr.inputs:primPath"),
("OgnTutorialStatePy.outputs:monotonic", "WritePrimAttr.inputs:value"),
],
keys.CREATE_VARIABLES: [
("var_override", og.Type(og.BaseDataType.BOOL)),
],
keys.SET_VALUES: [
("Const.inputs:value", override_value),
("ReadVariable.inputs:variableName", "var_override"),
("WritePrimAttr.inputs:usePath", True),
("WritePrimAttr.inputs:name", "graph_output"),
],
},
)
# create the instances
stage = omni.usd.get_context().get_stage()
prim1 = stage.GetPrimAtPath("/World/Inst1")
OmniGraphSchemaTools.applyOmniGraphAPI(stage, "/World/Inst1", self._graph_path)
prim2 = stage.GetPrimAtPath("/World/Inst2")
OmniGraphSchemaTools.applyOmniGraphAPI(stage, "/World/Inst2", self._graph_path)
# set the variable default value
var = graph.find_variable("var_override")
og.Controller.set_variable_default_value(var, False)
# change the value of the variable on prim1
prim1.CreateAttribute("graph:variable:var_override", Sdf.ValueTypeNames.Bool).Set(True)
# run a frame
await self.tick()
prim1_out = prim1.GetAttribute("graph_output")
prim2_out = prim2.GetAttribute("graph_output")
# prim1 should have the overriden value
self.assertEqual(prim1_out.Get(), override_value)
# prim2 should have the internal initial state value
self.assertEqual(prim2_out.Get(), 0)
# run a frame
await self.tick()
# prim1 should still have the overriden value
self.assertEqual(prim1_out.Get(), override_value)
# prim2 should have the internal state value incremented
step2 = prim2_out.Get()
self.assertNotEqual(step2, override_value)
# turn off override on prim 1
prim1.GetAttribute("graph:variable:var_override").Set(False)
# run a frame
await self.tick()
# prim1 should now have a fresh internal state initial value
self.assertEqual(prim1_out.Get(), 0)
# prim2 should have the internal state value incremented
self.assertEqual(prim2_out.Get(), 2 * step2)
# run a frame
await self.tick()
# prim1 should have the internal state value incremented
step1 = prim1_out.Get()
self.assertNotEqual(step1, override_value)
# the new step should be an increment of the previous one
self.assertEqual(step1, step2 + 1)
# prim2 should have the internal state value incremented
self.assertEqual(prim2_out.Get(), 3 * step2)
# change the value of the variable on prim2
prim2.CreateAttribute("graph:variable:var_override", Sdf.ValueTypeNames.Bool).Set(True)
# run a frame
await self.tick()
# prim1 should have the internal state value incremented
self.assertEqual(prim1_out.Get(), 2 * step1)
# prim2 should have overriden value
self.assertEqual(prim2_out.Get(), override_value)
# now check that deleting an instance deletes as well its internal state
stage.RemovePrim("/World/Inst1")
# run a frame to apply the removal
await self.tick()
# re-create a fresh prim
prim1 = stage.DefinePrim("/World/Inst1")
OmniGraphSchemaTools.applyOmniGraphAPI(stage, "/World/Inst1", self._graph_path)
prim1.CreateAttribute("graph_output", Sdf.ValueTypeNames.Int64).Set(-2)
prim1_out = prim1.GetAttribute("graph_output")
# run a frame
await self.tick()
# prim1 should be back to the initial state
self.assertEqual(prim1_out.Get(), 0)
# prim2 should have overriden value
self.assertEqual(prim2_out.Get(), override_value)
# run a frame
await self.tick()
# prim1 should have the internal state value incremented
new_step = prim1_out.Get()
self.assertNotEqual(new_step, override_value)
self.assertEqual(new_step, step1 + 1)
# prim2 should have overriden value
self.assertEqual(prim2_out.Get(), override_value)
# run a frame
await self.tick()
# prim1 should have the internal state value incremented
self.assertEqual(prim1_out.Get(), 2 * new_step)
# -------------------------------------------------------------------------
async def test_instance_variables_values_persist(self):
"""
Tests that instance variables value persist even if the backing values are removed
from fabric
"""
controller = og.Controller()
keys = og.Controller.Keys
# Create a simple graph that reads a variable and passes it through the graph
(graph, (read_var, to_str), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("ToString", "omni.graph.nodes.ToString"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "ToString.inputs:value"),
],
keys.CREATE_VARIABLES: [
("var_str", og.Type(og.BaseDataType.UCHAR, 1, 1, og.AttributeRole.TEXT)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "var_str"),
],
},
)
# Create instances with unique values per instance
num_prims = 3
stage = omni.usd.get_context().get_stage()
variable = graph.find_variable("var_str")
output_attr = to_str.get_attribute("outputs:converted")
context = graph.get_default_graph_context()
for i in range(0, num_prims):
prim_name = f"/World/Prim_{i}"
stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, self._graph_path)
attr = stage.GetPrimAtPath(f"/World/Prim_{i}").CreateAttribute(
"graph:variable:var_str", Sdf.ValueTypeNames.String
)
attr.Set(str(i))
await self.tick()
read_var_count = read_var.get_compute_count()
to_str_count = to_str.get_compute_count()
for i in range(0, num_prims):
expected_value = str(i)
self.assertEqual(variable.get(context, instance_path=f"/World/Prim_{i}"), expected_value)
self.assertEqual(output_attr.get(instance=i), expected_value)
# if USDRT is available use that to remove the backing properties from Fabric.
# otherwise, use USD.
usdrt_stage = stage
try:
import usdrt
usdrt_stage = usdrt.Usd.Stage.Attach(omni.usd.get_context().get_stage_id())
except ImportError:
pass
# Update the values in Fabric
for i in range(0, num_prims):
variable.set(context, str(i + 10), instance_path=f"/World/Prim_{i}")
await self.tick()
# validate the nodes updated
self.assertGreater(read_var.get_compute_count(), read_var_count)
self.assertGreater(to_str.get_compute_count(), to_str_count)
read_var_count = read_var.get_compute_count()
to_str_count = to_str.get_compute_count()
# Remove the backing properties
for i in range(0, num_prims):
prim = usdrt_stage.GetPrimAtPath(f"/World/Prim_{i}")
prim.RemoveProperty("graph:variable:var_str")
await self.tick()
self.assertGreater(read_var.get_compute_count(), read_var_count)
self.assertGreater(to_str.get_compute_count(), to_str_count)
# validate the values still exist as expected
for i in range(0, num_prims):
expected_value = str(i + 10)
self.assertEqual(variable.get(context, instance_path=f"/World/Prim_{i}"), expected_value)
self.assertEqual(output_attr.get(instance=i), expected_value)
# -------------------------------------------------------------------------
async def test_instance_author_existing_graph(self):
"""
Tests that an instanced graph can be authored
"""
controller = og.Controller()
keys = og.Controller.Keys
# Create a simple graph that reads a variable and passes it through the graph
# we need an action graph here to prevent vectorization and exercise the one-by-one code path
# this can be revisited with a push graph when we'll be able to controll the instance batch size per node
# (and removing the artificially added action node that forces execution)
controller.create_graph({"graph_path": self._graph_path, "evaluator_name": "execution"})
(graph, (_, to_str, _, _), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("ToString", "omni.graph.nodes.ToString"),
("ForceExec", "omni.graph.test.TestAllDataTypes"),
("OnTick", "omni.graph.action.OnTick"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "ToString.inputs:value"),
("OnTick.outputs:tick", "ForceExec.inputs:a_execution"),
("ToString.outputs:converted", "ForceExec.inputs:a_string"),
],
keys.CREATE_VARIABLES: [
("var_str", og.Type(og.BaseDataType.UCHAR, 1, 1, og.AttributeRole.TEXT)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "var_str"),
("OnTick.inputs:onlyPlayback", False),
],
},
)
# Create instances with unique values per instance
num_prims = 3
stage = omni.usd.get_context().get_stage()
variable = graph.find_variable("var_str")
output_attr = to_str.get_attribute("outputs:converted")
context = graph.get_default_graph_context()
for i in range(0, num_prims):
prim_name = f"/World/Prim_{i}"
stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, self._graph_path)
attr = stage.GetPrimAtPath(f"/World/Prim_{i}").CreateAttribute(
"graph:variable:var_str", Sdf.ValueTypeNames.String
)
attr.Set(str(i))
await self.tick()
for i in range(0, num_prims):
expected_value = str(i)
self.assertEqual(variable.get(context, instance_path=f"/World/Prim_{i}"), expected_value)
self.assertEqual(output_attr.get(instance=i), expected_value)
(_, (append), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [("Append", "omni.graph.nodes.AppendString")],
keys.CONNECT: [
("ToString.outputs:converted", "Append.inputs:value"),
("Append.outputs:value", "ForceExec.inputs:a_string"),
],
keys.SET_VALUES: [
("Append.inputs:suffix", {"value": "_suffix", "type": "string"}),
],
},
)
await self.tick()
output_attr = append[0].get_attribute("outputs:value")
for i in range(0, num_prims):
expected_value = str(i) + "_suffix"
self.assertEqual(output_attr.get(instance=i), expected_value)
| 27,675 | Python | 41.709876 | 120 | 0.518374 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_compound_node_type_api.py | """Tests related to the CompoundNodeType python APIs"""
import carb
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
class TestCompoundNodesAPI(ogts.OmniGraphTestCase):
"""Tests that validate the ICompoundNodeType + python wrapper"""
@classmethod
def setUpClass(cls):
# this is required when running a single test to make expectedError work correctly...not sure why
carb.log_warn("This class expects error. This preflushes to avoid problems with ExpectedError")
async def test_default_compound_node_type_folder(self):
"""Tests the default folder commmand of the compound node type"""
# with no default prim, "/World" is used
await omni.usd.get_context().new_stage_async()
self.assertEquals(ogu.get_default_compound_node_type_folder(), "/World/Compounds")
# if there is a default set, the compounds folder is off of that.
stage = omni.usd.get_context().get_stage()
prim = stage.DefinePrim("/MyDefault")
stage.SetDefaultPrim(prim)
self.assertEquals(ogu.get_default_compound_node_type_folder(), "/MyDefault/Compounds")
async def test_compound_nodes_cannot_add_state(self):
"""API test for compound nodes that verifies set state calls have no effect."""
compound = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
with ogts.ExpectedError():
compound.node_type.add_state("state", "int", True)
with ogts.ExpectedError():
compound.node_type.add_extended_state(
"extended", "numerics", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
self.assertFalse(compound.node_type.has_state())
async def test_get_compound_node_type(self):
"""API test for get_compound_node_type"""
(result, error) = await ogts.load_test_file("TestCompoundGraph.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
compound_type = og.get_node_type("local.nodes.Compounds")
self.assertFalse(ogu.get_compound_node_type(compound_type).is_valid())
non_compound_type = og.get_node_type("omni.graph.nodes.Add")
self.assertFalse(ogu.get_compound_node_type(non_compound_type).is_valid())
async def test_find_compound_node_type_by_path(self):
"""API test for find_compound_node_type_by_path"""
self.assertFalse(ogu.find_compound_node_type_by_path("/World/Compounds/Compound").is_valid())
(result, error) = await ogts.load_test_file("TestCompoundGraph.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
self.assertTrue(ogu.find_compound_node_type_by_path("/World/Compounds/Compound").is_valid())
self.assertFalse(ogu.find_compound_node_type_by_path("/World/Compounds/Compound1").is_valid())
self.assertFalse(ogu.find_compound_node_type_by_path("").is_valid())
async def test_create_compound_node_type(self):
"""API test for create compound node type"""
def expect_fail(compound_name, graph_name, namespace=None, folder=None):
with ogts.ExpectedError():
self.assertFalse(ogu.create_compound_node_type(compound_name, graph_name, namespace, folder).is_valid())
self.assertTrue(ogu.create_compound_node_type("ValidCompound_01", "Graph").is_valid())
self.assertTrue(ogu.create_compound_node_type("ValidCompound_02", "Graph", "other.namespace").is_valid())
self.assertTrue(
ogu.create_compound_node_type(
"ValidCompound_03", "Graph", "other.namespace", "/World/OtherCompounds"
).is_valid()
)
expect_fail("/INVALID_COMPOUND_NAME", "ValidGraphName")
expect_fail("ValidCompoundName", "//!@#INVALID_GRAPH_NAME")
expect_fail("ValidCompoundName", "ValidGraphName", "valid.namespace", "#@#$#$#INVALID_FOLDER##$@!#$")
expect_fail("ValidCompound_01", "Graph") # same namespace & path
expect_fail("ValidCompound_01", "Graph", "local.nodes", "/World/Compounds2")
async def test_as_node_type(self):
"""Test conversion between compound node type and node type"""
ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
node_type = og.get_node_type("test.nodes.TestType")
self.assertTrue(node_type.is_valid())
compound_node_type = ogu.get_compound_node_type(node_type)
self.assertTrue(compound_node_type.is_valid())
add_type = og.get_node_type("omni.graph.nodes.Add")
self.assertTrue(add_type.is_valid())
self.assertFalse(ogu.get_compound_node_type(add_type).is_valid())
async def test_node_type_add_attributes(self):
"""Tests that attributes added through the INodeType ABI update compound node types correctly"""
stage = omni.usd.get_context().get_stage()
# create the compound
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
self.assertTrue(compound_node_type.is_valid())
prim = stage.GetPrimAtPath("/World/Compounds/TestType")
self.assertTrue(prim.IsValid())
# downcast to the given node type
node_type = compound_node_type.node_type
self.assertTrue(node_type.is_valid())
def validate_input(input_name, type_name, expect_typed_data):
input_attr = compound_node_type.find_input(input_name)
self.assertTrue(input_attr.is_valid())
self.assertEqual(input_attr.name, f"inputs:{input_name}")
self.assertEqual(input_attr.type_name, type_name)
path = prim.GetPath().AppendProperty(f"omni:graph:input:{input_name}")
rel = stage.GetRelationshipAtPath(path)
self.assertTrue(rel.IsValid(), f"Failed to get input at {path}")
if expect_typed_data:
self.assertIsNotNone(rel.GetCustomDataByKey("omni:graph:type"))
# add regular input
node_type.add_input("input_a", "int", True)
validate_input("input_a", "int", True)
# add an any input
node_type.add_extended_input("input_b", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
validate_input("input_b", "token", False)
# add a union input
node_type.add_extended_input("input_c", "int, int2", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
validate_input("input_c", "token", True)
def validate_output(output_name, type_name, expect_typed_data):
output = compound_node_type.find_output(output_name)
self.assertTrue(output.is_valid())
self.assertEqual(output.name, f"outputs:{output_name}")
self.assertEqual(output.type_name, type_name)
path = prim.GetPath().AppendProperty(f"omni:graph:output:{output_name}")
rel = stage.GetRelationshipAtPath(path)
self.assertTrue(rel.IsValid(), f"Failed to get output at {path}")
if expect_typed_data:
self.assertIsNotNone(rel.GetCustomDataByKey("omni:graph:type"))
# add regular output
node_type.add_output("output_a", "int", True)
validate_output("output_a", "int", True)
# add an any output
node_type.add_extended_output("output_b", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
validate_output("output_b", "token", False)
# add a union output
node_type.add_extended_output("output_c", "int, int2", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
validate_output("output_c", "token", True)
async def test_add_attributes_with_default_data(self):
"""Tests that compound nodes can handle adding attributes that use default data"""
stage = omni.usd.get_context().get_stage()
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
self.assertTrue(compound_node_type.is_valid())
prim = stage.GetPrimAtPath("/World/Compounds/TestType")
self.assertTrue(prim.IsValid())
prim_path = prim.GetPath()
def validate_typed_attributes(attr_name, attr_type, is_required, var_value):
compound_node_type.add_input(attr_name, attr_type, is_required, var_value)
compound_node_type.add_output(attr_name, attr_type, is_required, var_value)
input_rel = stage.GetRelationshipAtPath(prim_path.AppendProperty(f"omni:graph:input:{attr_name}"))
output_rel = stage.GetRelationshipAtPath(prim_path.AppendProperty(f"omni:graph:output:{attr_name}"))
self.assertTrue(input_rel.IsValid())
self.assertTrue(output_rel.IsValid())
input_data = input_rel.GetCustomDataByKey("omni:graph:default")
self.assertIsNotNone(input_data)
output_data = output_rel.GetCustomDataByKey("omni:graph:default")
self.assertIsNotNone(output_data)
# token[] rearranges quotes and quat4 is out of order (input takes w first)
if attr_type != "token[]" and "quat" not in attr_type:
var_value_as_string = str(var_value).replace(" ", "")
input_data_as_string = str(input_data).replace(" ", "")
output_data_as_string = str(output_data).replace(" ", "")
self.assertEqual(var_value_as_string, input_data_as_string)
self.assertEqual(var_value_as_string, output_data_as_string)
validate_typed_attributes("a_bool", "bool", True, True)
validate_typed_attributes("a_bool_array", "bool[]", True, [0, 1])
validate_typed_attributes("a_colord_3", "colord[3]", True, (0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_colord_3_array", "colord[3][]", True, [(0.01625, 0.14125, 0.26625), (0.26625, 0.14125, 0.01625)]
)
validate_typed_attributes("a_colord_4", "colord[4]", True, (0.01625, 0.14125, 0.26625, 0.39125))
validate_typed_attributes(
"a_colord_4_array",
"colord[4][]",
True,
[(0.01625, 0.14125, 0.26625, 0.39125), (0.39125, 0.26625, 0.14125, 0.01625)],
)
validate_typed_attributes("a_colorf_3", "colorf[3]", True, (0.125, 0.25, 0.375))
validate_typed_attributes("a_colorf_3_array", "colorf[3][]", True, [(0.125, 0.25, 0.375), (0.375, 0.25, 0.125)])
validate_typed_attributes("a_colorf_4", "colorf[4]", True, (0.125, 0.25, 0.375, 0.5))
validate_typed_attributes(
"a_colorf_4_array", "colorf[4][]", True, [(0.125, 0.25, 0.375, 0.5), (0.5, 0.375, 0.25, 0.125)]
)
validate_typed_attributes("a_colorh_3", "colorh[3]", True, (0.5, 0.625, 0.75))
validate_typed_attributes("a_colorh_3_array", "colorh[3][]", True, [(0.5, 0.625, 0.75), (0.75, 0.625, 0.5)])
validate_typed_attributes("a_colorh_4", "colorh[4]", True, (0.5, 0.625, 0.75, 0.875))
validate_typed_attributes(
"a_colorh_4_array", "colorh[4][]", True, [(0.5, 0.625, 0.75, 0.875), (0.875, 0.75, 0.625, 0.5)]
)
validate_typed_attributes("a_double", "double", True, 4.125)
validate_typed_attributes("a_double_2", "double[2]", True, (4.125, 4.25))
validate_typed_attributes("a_double_2_array", "double[2][]", True, [(4.125, 4.25), (2.125, 2.25)])
validate_typed_attributes("a_double_3", "double[3]", True, (4.125, 4.25, 4.375))
validate_typed_attributes("a_double_3_array", "double[3][]", True, [(4.125, 4.25, 4.375), (2.125, 2.25, 2.375)])
validate_typed_attributes("a_double_4", "double[4]", True, (4.125, 4.25, 4.375, 4.5))
validate_typed_attributes(
"a_double_4_array", "double[4][]", True, [(4.125, 4.25, 4.375, 4.5), (2.125, 2.25, 2.375, 2.5)]
)
validate_typed_attributes("a_double_array", "double[]", True, [4.125, 2.125])
validate_typed_attributes("a_execution", "execution", True, 0)
validate_typed_attributes("a_float", "float", True, 4.5)
validate_typed_attributes("a_float_2", "float[2]", True, (4.5, 4.625))
validate_typed_attributes("a_float_2_array", "float[2][]", True, [(4.5, 4.625), (2.5, 2.625)])
validate_typed_attributes("a_float_3", "float[3]", True, (4.5, 4.625, 4.75))
validate_typed_attributes("a_float_3_array", "float[3][]", True, [(4.5, 4.625, 4.75), (2.5, 2.625, 2.75)])
validate_typed_attributes("a_float_4", "float[4]", True, (4.5, 4.625, 4.75, 4.875))
validate_typed_attributes(
"a_float_4_array", "float[4][]", True, [(4.5, 4.625, 4.75, 4.875), (2.5, 2.625, 2.75, 2.875)]
)
validate_typed_attributes("a_float_array", "float[]", True, [4.5, 2.5])
validate_typed_attributes(
"a_frame_4", "frame[4]", True, ((1, 0, 0, 0), (0, 1, 0, 0), (0, 0, 1, 0), (0, 0, 0, 1))
)
validate_typed_attributes(
"a_frame_4_array",
"frame[4][]",
True,
[
((1, 0, 0, 0), (0, 1, 0, 0), (0, 0, 1, 0), (0, 0, 0, 1)),
((2, 3, 3, 3), (3, 2, 3, 3), (3, 3, 2, 3), (3, 3, 3, 2)),
],
)
validate_typed_attributes("a_half", "half", True, 2.5)
validate_typed_attributes("a_half_2", "half[2]", True, (2.5, 2.625))
validate_typed_attributes("a_half_2_array", "half[2][]", True, [(2.5, 2.625), (4.5, 4.625)])
validate_typed_attributes("a_half_3", "half[3]", True, (2.5, 2.625, 2.75))
validate_typed_attributes("a_half_3_array", "half[3][]", True, [(2.5, 2.625, 2.75), (4.5, 4.625, 4.75)])
validate_typed_attributes("a_half_4", "half[4]", True, (2.5, 2.625, 2.75, 2.875))
validate_typed_attributes(
"a_half_4_array", "half[4][]", True, [(2.5, 2.625, 2.75, 2.875), (4.5, 4.625, 4.75, 4.875)]
)
validate_typed_attributes("a_half_array", "half[]", True, [2.5, 4.5])
validate_typed_attributes("a_int", "int", True, -32)
validate_typed_attributes("a_int64", "int64", True, -46)
validate_typed_attributes("a_int64_array", "int64[]", True, [-46, -64])
validate_typed_attributes("a_int_2", "int[2]", True, (-32, -31))
validate_typed_attributes("a_int_2_array", "int[2][]", True, [(-32, -31), (-23, -22)])
validate_typed_attributes("a_int_3", "int[3]", True, (-32, -31, -30))
validate_typed_attributes("a_int_3_array", "int[3][]", True, [(-32, -31, -30), (-23, -22, -21)])
validate_typed_attributes("a_int_4", "int[4]", True, (-32, -31, -30, -29))
validate_typed_attributes("a_int_4_array", "int[4][]", True, [(-32, -31, -30, -29), (-23, -22, -21, -20)])
validate_typed_attributes("a_int_array", "int[]", True, [-32, -23])
validate_typed_attributes("a_matrixd_2", "matrixd[2]", True, ((1, 0), (0, 1)))
validate_typed_attributes("a_matrixd_2_array", "matrixd[2][]", True, [((1, 0), (0, 1)), ((2, 3), (3, 2))])
validate_typed_attributes("a_matrixd_3", "matrixd[3]", True, ((1, 0, 0), (0, 1, 0), (0, 0, 1)))
validate_typed_attributes(
"a_matrixd_3_array",
"matrixd[3][]",
True,
[((1, 0, 0), (0, 1, 0), (0, 0, 1)), ((2, 3, 3), (3, 2, 3), (3, 3, 2))],
)
validate_typed_attributes(
"a_matrixd_4", "matrixd[4]", True, ((1, 0, 0, 0), (0, 1, 0, 0), (0, 0, 1, 0), (0, 0, 0, 1))
)
validate_typed_attributes(
"a_matrixd_4_array",
"matrixd[4][]",
True,
[
((1, 0, 0, 0), (0, 1, 0, 0), (0, 0, 1, 0), (0, 0, 0, 1)),
((2, 3, 3, 3), (3, 2, 3, 3), (3, 3, 2, 3), (3, 3, 3, 2)),
],
)
validate_typed_attributes("a_normald_3", "normald[3]", True, (0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_normald_3_array", "normald[3][]", True, [(0.01625, 0.14125, 0.26625), (0.26625, 0.14125, 0.01625)]
)
validate_typed_attributes("a_normalf_3", "normalf[3]", True, (0.125, 0.25, 0.375))
validate_typed_attributes(
"a_normalf_3_array", "normalf[3][]", True, [(0.125, 0.25, 0.375), (0.375, 0.25, 0.125)]
)
validate_typed_attributes("a_normalh_3", "normalh[3]", True, (0.5, 0.625, 0.75))
validate_typed_attributes("a_normalh_3_array", "normalh[3][]", True, [(0.5, 0.625, 0.75), (0.75, 0.625, 0.5)])
validate_typed_attributes("a_objectId", "objectId", True, 46)
validate_typed_attributes("a_objectId_array", "objectId[]", True, [46, 64])
validate_typed_attributes("a_path", "path", True, "/This/Is")
validate_typed_attributes("a_pointd_3", "pointd[3]", True, (0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_pointd_3_array", "pointd[3][]", True, [(0.01625, 0.14125, 0.26625), (0.26625, 0.14125, 0.01625)]
)
validate_typed_attributes("a_pointf_3", "pointf[3]", True, (0.125, 0.25, 0.375))
validate_typed_attributes("a_pointf_3_array", "pointf[3][]", True, [(0.125, 0.25, 0.375), (0.375, 0.25, 0.125)])
validate_typed_attributes("a_pointh_3", "pointh[3]", True, (0.5, 0.625, 0.75))
validate_typed_attributes("a_pointh_3_array", "pointh[3][]", True, [(0.5, 0.625, 0.75), (0.75, 0.625, 0.5)])
validate_typed_attributes("a_quatd_4", "quatd[4]", True, (0.78, 0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_quatd_4_array",
"quatd[4][]",
True,
[(0.78, 0.01625, 0.14125, 0.26625), (0.51625, 0.14125, 0.26625, 0.39125)],
)
validate_typed_attributes("a_quatf_4", "quatf[4]", True, (0.5, 0.125, 0.25, 0.375))
validate_typed_attributes(
"a_quatf_4_array", "quatf[4][]", True, [(0.5, 0.125, 0.25, 0.375), (0.625, 0.25, 0.375, 0.5)]
)
validate_typed_attributes("a_quath_4", "quath[4]", True, (0.75, 0, 0.25, 0.5))
validate_typed_attributes(
"a_quath_4_array", "quath[4][]", True, [(0.75, 0, 0.25, 0.5), (0.875, 0.125, 0.375, 0.625)]
)
validate_typed_attributes("a_string", "string", True, "Anakin")
validate_typed_attributes("a_texcoordd_2", "texcoordd[2]", True, (0.01625, 0.14125))
validate_typed_attributes(
"a_texcoordd_2_array", "texcoordd[2][]", True, [(0.01625, 0.14125), (0.14125, 0.01625)]
)
validate_typed_attributes("a_texcoordd_3", "texcoordd[3]", True, (0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_texcoordd_3_array", "texcoordd[3][]", True, [(0.01625, 0.14125, 0.26625), (0.26625, 0.14125, 0.01625)]
)
validate_typed_attributes("a_texcoordf_2", "texcoordf[2]", True, (0.125, 0.25))
validate_typed_attributes("a_texcoordf_2_array", "texcoordf[2][]", True, [(0.125, 0.25), (0.25, 0.125)])
validate_typed_attributes("a_texcoordf_3", "texcoordf[3]", True, (0.125, 0.25, 0.375))
validate_typed_attributes(
"a_texcoordf_3_array", "texcoordf[3][]", True, [(0.125, 0.25, 0.375), (0.375, 0.25, 0.125)]
)
validate_typed_attributes("a_texcoordh_2", "texcoordh[2]", True, (0.5, 0.625))
validate_typed_attributes("a_texcoordh_2_array", "texcoordh[2][]", True, [(0.5, 0.625), (0.625, 0.5)])
validate_typed_attributes("a_texcoordh_3", "texcoordh[3]", True, (0.5, 0.625, 0.75))
validate_typed_attributes(
"a_texcoordh_3_array", "texcoordh[3][]", True, [(0.5, 0.625, 0.75), (0.75, 0.625, 0.5)]
)
validate_typed_attributes("a_timecode", "timecode", True, 5)
validate_typed_attributes("a_timecode_array", "timecode[]", True, [5, 6])
validate_typed_attributes("a_token", "token", True, "Ahsoka")
validate_typed_attributes("a_token_array", "token[]", True, ["Ahsoka", "Tano"])
validate_typed_attributes("a_uchar", "uchar", True, 12)
validate_typed_attributes("a_uchar_array", "uchar[]", True, [12, 8])
validate_typed_attributes("a_uint", "uint", True, 32)
validate_typed_attributes("a_uint64", "uint64", True, 46)
validate_typed_attributes("a_uint64_array", "uint64[]", True, [46, 64])
validate_typed_attributes("a_uint_array", "uint[]", True, [32, 23])
validate_typed_attributes("a_vectord_3", "vectord[3]", True, (0.01625, 0.14125, 0.26625))
validate_typed_attributes(
"a_vectord_3_array", "vectord[3][]", True, [(0.01625, 0.14125, 0.26625), (0.26625, 0.14125, 0.01625)]
)
validate_typed_attributes("a_vectorf_3", "vectorf[3]", True, (0.125, 0.25, 0.375))
validate_typed_attributes(
"a_vectorf_3_array", "vectorf[3][]", True, [(0.125, 0.25, 0.375), (0.375, 0.25, 0.125)]
)
validate_typed_attributes("a_vectorh_3", "vectorh[3]", True, (0.5, 0.625, 0.75))
validate_typed_attributes("a_vectorh_3_array", "vectorh[3][]", True, [(0.5, 0.625, 0.75), (0.75, 0.625, 0.5)])
async def test_remove_attribute_commands(self):
"""Validates the API/ABI commands to remove attributes function as expected"""
stage = omni.usd.get_context().get_stage()
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
self.assertTrue(compound_node_type.is_valid())
prim = stage.GetPrimAtPath("/World/Compounds/TestType")
self.assertTrue(prim.IsValid())
for i in range(1, 20):
compound_node_type.add_input(f"input_{i}", "int", True)
compound_node_type.add_output(f"output_{i}", "float", True)
self.assertTrue(prim.GetRelationship(f"omni:graph:input:input_{i}").IsValid())
self.assertTrue(prim.GetRelationship(f"omni:graph:output:output_{i}").IsValid())
for i in range(1, 20, 2):
compound_node_type.remove_input_by_name(f"input_{i}")
compound_node_type.remove_output_by_name(f"output_{i}")
for i in range(1, 20):
input_attr = compound_node_type.find_input(f"input_{i}")
output_attr = compound_node_type.find_output(f"output_{i}")
valid = (i % 2) == 0
self.assertEqual(input_attr.is_valid(), valid)
self.assertEqual(output_attr.is_valid(), valid)
self.assertEqual(prim.GetRelationship(f"omni:graph:input:input_{i}").IsValid(), valid)
self.assertEqual(prim.GetRelationship(f"omni:graph:output:output_{i}").IsValid(), valid)
async def test_get_attributes_commands(self):
"""Validates the methods to get inputs and outputs"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
for i in range(1, 20):
compound_node_type.add_input(f"input_{i}", "int", True)
compound_node_type.add_output(f"output_{i}", "float", True)
compound_node_type.add_output("output_20", "bool", True)
self.assertEquals(compound_node_type.input_count, 19)
self.assertEquals(compound_node_type.output_count, 20)
inputs = compound_node_type.get_inputs()
input_names = [input_attr.name for input_attr in inputs]
outputs = compound_node_type.get_outputs()
output_names = [output.name for output in outputs]
for i in range(1, 20):
self.assertTrue(f"inputs:input_{i}" in input_names)
for i in range(1, 21):
self.assertTrue(f"outputs:output_{i}" in output_names)
async def test_find_attribute_commands(self):
"""Validates the find input and find output commands"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
# create some without prefix
for i in range(1, 20):
compound_node_type.add_input(f"input_{i}", "int", True)
compound_node_type.add_output(f"output_{i}", "float", True)
# some with prefix
for i in range(20, 40):
compound_node_type.add_input(f"inputs:input_{i}", "int", True)
compound_node_type.add_output(f"outputs:output_{i}", "float", True)
# validate that the prefix is optional
for i in range(1, 40):
self.assertTrue(compound_node_type.find_input(f"inputs:input_{i}").is_valid())
self.assertTrue(compound_node_type.find_input(f"input_{i}").is_valid())
self.assertEqual(
compound_node_type.find_input(f"inputs:input_{i}"), compound_node_type.find_input(f"input_{i}")
)
self.assertTrue(compound_node_type.find_output(f"outputs:output_{i}").is_valid())
self.assertTrue(compound_node_type.find_output(f"output_{i}").is_valid())
self.assertEqual(
compound_node_type.find_output(f"outputs:output_{i}"), compound_node_type.find_output(f"output_{i}")
)
| 24,934 | Python | 54.782998 | 120 | 0.593286 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_scheduling_types.py | """Tests related to the scheduling information feature"""
import omni.graph.core as og
import omni.graph.core.tests as og_tests
# ==============================================================================================================
class TestSchedulingHints(og_tests.OmniGraphTestCase):
"""Testing to ensure scheduling information work"""
# ----------------------------------------------------------------------
async def test_scheduling_hints(self):
"""Test the scheduling information embedded in .ogn files"""
controller = og.Controller()
keys = og.Controller.Keys
(_, (list_node, string_node), _, _,) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("AsList", "omni.graph.test.TestSchedulingHintsList"),
("AsString", "omni.graph.test.TestSchedulingHintsString"),
]
},
)
scheduling_hints = list_node.get_node_type().get_scheduling_hints()
scheduling_hints_2 = og.ISchedulingHints2(scheduling_hints)
self.assertEqual(og.eThreadSafety.E_SAFE, scheduling_hints.thread_safety)
self.assertEqual(og.eAccessType.E_NONE, scheduling_hints.get_data_access(og.eAccessLocation.E_GLOBAL))
self.assertEqual(og.eAccessType.E_NONE, scheduling_hints.get_data_access(og.eAccessLocation.E_STATIC))
self.assertEqual(og.eAccessType.E_NONE, scheduling_hints.get_data_access(og.eAccessLocation.E_TOPOLOGY))
self.assertEqual(og.eAccessType.E_NONE, scheduling_hints.get_data_access(og.eAccessLocation.E_USD))
self.assertEqual(og.eComputeRule.E_DEFAULT, scheduling_hints.compute_rule)
if scheduling_hints_2:
self.assertEqual(og.ePurityStatus.E_IMPURE, scheduling_hints_2.purity_status)
scheduling_hints.thread_safety = og.eThreadSafety.E_UNKNOWN
list_node.get_node_type().set_scheduling_hints(scheduling_hints)
self.assertEqual(og.eThreadSafety.E_UNKNOWN, scheduling_hints.thread_safety)
scheduling_hints.compute_rule = og.eComputeRule.E_ON_REQUEST
list_node.get_node_type().set_scheduling_hints(scheduling_hints)
self.assertEqual(og.eComputeRule.E_ON_REQUEST, scheduling_hints.compute_rule)
# restore the node to its default values
scheduling_hints.thread_safety = og.eThreadSafety.E_SAFE
scheduling_hints.compute_rule = og.eComputeRule.E_DEFAULT
list_node.get_node_type().set_scheduling_hints(scheduling_hints)
scheduling_hints = string_node.get_node_type().get_scheduling_hints()
scheduling_hints_2 = og.ISchedulingHints2(scheduling_hints)
self.assertEqual(og.eThreadSafety.E_UNSAFE, scheduling_hints.thread_safety)
self.assertEqual(og.eAccessType.E_READ, scheduling_hints.get_data_access(og.eAccessLocation.E_GLOBAL))
self.assertEqual(og.eAccessType.E_READ_WRITE, scheduling_hints.get_data_access(og.eAccessLocation.E_STATIC))
self.assertEqual(og.eAccessType.E_WRITE, scheduling_hints.get_data_access(og.eAccessLocation.E_TOPOLOGY))
self.assertEqual(og.eAccessType.E_READ_WRITE, scheduling_hints.get_data_access(og.eAccessLocation.E_USD))
self.assertEqual(og.eComputeRule.E_ON_REQUEST, scheduling_hints.compute_rule)
if scheduling_hints_2:
self.assertEqual(og.ePurityStatus.E_IMPURE, scheduling_hints_2.purity_status)
scheduling_hints.set_data_access(og.eAccessLocation.E_GLOBAL, og.eAccessType.E_WRITE)
scheduling_hints.set_data_access(og.eAccessLocation.E_STATIC, og.eAccessType.E_NONE)
scheduling_hints.set_data_access(og.eAccessLocation.E_TOPOLOGY, og.eAccessType.E_READ_WRITE)
scheduling_hints.set_data_access(og.eAccessLocation.E_USD, og.eAccessType.E_READ)
scheduling_hints.compute_rule = og.eComputeRule.E_DEFAULT
if scheduling_hints_2:
scheduling_hints_2.purity_status = og.ePurityStatus.E_PURE
string_node.get_node_type().set_scheduling_hints(scheduling_hints)
self.assertEqual(og.eAccessType.E_WRITE, scheduling_hints.get_data_access(og.eAccessLocation.E_GLOBAL))
self.assertEqual(og.eAccessType.E_NONE, scheduling_hints.get_data_access(og.eAccessLocation.E_STATIC))
self.assertEqual(og.eAccessType.E_READ_WRITE, scheduling_hints.get_data_access(og.eAccessLocation.E_TOPOLOGY))
self.assertEqual(og.eAccessType.E_READ, scheduling_hints.get_data_access(og.eAccessLocation.E_USD))
self.assertEqual(og.eComputeRule.E_DEFAULT, scheduling_hints.compute_rule)
if scheduling_hints_2:
self.assertEqual(og.ePurityStatus.E_PURE, scheduling_hints_2.purity_status)
# restore to default values
scheduling_hints.set_data_access(og.eAccessLocation.E_GLOBAL, og.eAccessType.E_READ)
scheduling_hints.set_data_access(og.eAccessLocation.E_STATIC, og.eAccessType.E_READ_WRITE)
scheduling_hints.set_data_access(og.eAccessLocation.E_TOPOLOGY, og.eAccessType.E_WRITE)
scheduling_hints.set_data_access(og.eAccessLocation.E_USD, og.eAccessType.E_READ_WRITE)
scheduling_hints.compute_rule = og.eComputeRule.E_ON_REQUEST
if scheduling_hints_2:
scheduling_hints_2.purity_status = og.ePurityStatus.E_IMPURE
string_node.get_node_type().set_scheduling_hints(scheduling_hints)
| 5,374 | Python | 62.235293 | 118 | 0.689617 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_target_type.py | import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.usd
from pxr import OmniGraphSchemaTools
GRAPH_TARGET_PRIM = og.INSTANCING_GRAPH_TARGET_PATH
class TestTargetType(ogts.OmniGraphTestCase):
"""Tests related to using the target attribute type"""
_graph_path = "/World/TestGraph"
# -------------------------------------------------------------------------
async def test_target_path_substitution(self):
"""Test that the target accepts target path substitutions"""
# Create the graph
controller = og.Controller()
keys = og.Controller.Keys
(graph, (prim_node,), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [("GetPrimsPaths", "omni.graph.nodes.GetPrimPaths")],
keys.SET_VALUES: [("GetPrimsPaths.inputs:prims", [GRAPH_TARGET_PRIM])],
},
)
await og.Controller.evaluate(graph)
actual_result = controller.get(("outputs:primPaths", prim_node))
self.assertEqual(self._graph_path, actual_result[0])
# Change the graph path and verify the changes get picked up correctly
controller.edit(
self._graph_path, {keys.SET_VALUES: [("GetPrimsPaths.inputs:prims", f"{GRAPH_TARGET_PRIM}/Child")]}
)
await og.Controller.evaluate(graph)
actual_result = controller.get(("outputs:primPaths", prim_node))
self.assertEqual(f"{self._graph_path}/Child", actual_result[0])
# -------------------------------------------------------------------------
async def test_target_path_substitution_on_instances(self):
"""Tests that target paths substitution works as expected on instances"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (prim_node,), prims, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [("GetPrimsPaths", "omni.graph.nodes.GetPrimPaths")],
keys.SET_VALUES: [("GetPrimsPaths.inputs:prims", GRAPH_TARGET_PRIM)],
keys.CREATE_PRIMS: [
("/World/Instance1", "Xform"),
("/World/Instance2", "Xform"),
("/World/Instance3", "Xform"),
("/World/Instance4", "Xform"),
("/World/Instance5", "Xform"),
],
},
)
context = graph.get_default_graph_context()
# Create the instances
stage = omni.usd.get_context().get_stage()
for p in prims:
OmniGraphSchemaTools.applyOmniGraphAPI(stage, p.GetPath(), self._graph_path)
await og.Controller.evaluate(graph)
for i in range(0, len(prims)):
actual_result = controller.get(("outputs:primPaths", prim_node), instance=i)
self.assertEqual(str(actual_result[0]), str(context.get_graph_target(i)))
# Change the path and verify the changes propagate correctly
controller.edit(
self._graph_path, {keys.SET_VALUES: [("GetPrimsPaths.inputs:prims", f"{GRAPH_TARGET_PRIM}/Child")]}
)
await og.Controller.evaluate(graph)
for i in range(0, len(prims)):
actual_result = controller.get(("outputs:primPaths", prim_node), instance=i)
self.assertEqual(str(actual_result[0]), f"{context.get_graph_target(i)}/Child")
# -------------------------------------------------------------------------
async def test_target_types_substitution_with_multiple_target_paths(self):
"""Test that the target accepts multiple target path substitutions"""
# Create the graph
controller = og.Controller()
keys = og.Controller.Keys
(graph, (prim_node,), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [("GetPrimsPaths", "omni.graph.nodes.GetPrimPaths")],
keys.SET_VALUES: [
("GetPrimsPaths.inputs:prims", [GRAPH_TARGET_PRIM, "/World/Other", f"{GRAPH_TARGET_PRIM}/Child"])
],
},
)
await og.Controller.evaluate(graph)
actual_result = controller.get(("outputs:primPaths", prim_node))
expected_result = [self._graph_path, "/World/Other", f"{self._graph_path}/Child"]
self.assertEqual(expected_result, actual_result)
# -------------------------------------------------------------------------
async def test_target_types_substitution_in_connected_graphs(self):
"""Tests that the graph target replacements propagate through the graph"""
# Create the graph
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_const_node, prim_node,), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ConstantPrims", "omni.graph.nodes.ConstantPrims"),
("GetPrimPaths", "omni.graph.nodes.GetPrimPaths"),
],
keys.SET_VALUES: [("ConstantPrims.inputs:value", [GRAPH_TARGET_PRIM])],
keys.CONNECT: [("ConstantPrims.inputs:value", "GetPrimPaths.inputs:prims")],
},
)
# test the single evaluation case
await og.Controller.evaluate(graph)
actual_result = controller.get(("outputs:primPaths", prim_node))
self.assertEqual(self._graph_path, actual_result[0])
# create and instances and test the instanced case
num_instances = 5
stage = omni.usd.get_context().get_stage()
for i in range(0, num_instances):
p = stage.DefinePrim(f"/World/Instance{i}", "Xform")
OmniGraphSchemaTools.applyOmniGraphAPI(stage, p.GetPath(), self._graph_path)
await og.Controller.evaluate(graph)
context = graph.get_default_graph_context()
for i in range(0, num_instances):
actual_result = controller.get(("outputs:primPaths", prim_node), instance=i)
self.assertEqual(str(actual_result[0]), context.get_graph_target(i))
# -------------------------------------------------------------------------
async def test_target_types_substitution_in_referenced_graphs(self):
# Create the graph
controller = og.Controller()
keys = og.Controller.Keys
(_, (_, _,), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ConstantPrims", "omni.graph.nodes.ConstantPrims"),
("GetPrimPaths", "omni.graph.nodes.GetPrimPaths"),
],
keys.SET_VALUES: [("ConstantPrims.inputs:value", [GRAPH_TARGET_PRIM])],
keys.CONNECT: [("ConstantPrims.inputs:value", "GetPrimPaths.inputs:prims")],
},
)
instance_path = "/World/Instance"
stage = omni.usd.get_context().get_stage()
prim = stage.DefinePrim(instance_path)
prim.GetReferences().AddInternalReference(self._graph_path)
await og.Controller.evaluate()
instance_graph = og.Controller.graph(instance_path)
self.assertTrue(instance_graph.is_valid())
await og.Controller.evaluate(instance_graph)
attr = og.Controller.attribute(f"{instance_path}/GetPrimPaths.outputs:primPaths")
self.assertTrue(attr.is_valid())
self.assertEqual([instance_path], og.Controller.get(attr))
| 7,481 | Python | 41.754285 | 117 | 0.562625 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_variables.py | # pylint: disable=too-many-lines
""" Tests for omnigraph variables """
import os
import string
import tempfile
from typing import List, Optional, Set
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from omni.kit.usd.layers import LayerUtils
from pxr import OmniGraphSchemaTools
ALL_USD_TYPES = ogts.DataTypeHelper.all_attribute_types()
# =====================================================================
# Helper method to create a flat list item, list, tuples, for easy comparison
def flatten(item):
def _internal_flatten(item, flattened_list):
if hasattr(item, "__iter__") and not isinstance(item, str):
for i in item:
flattened_list = _internal_flatten(i, flattened_list)
else:
flattened_list.append(item)
return flattened_list
return _internal_flatten(item, [])
# ======================================================================
class TestVariables(ogts.OmniGraphTestCase):
_graph_path = "/World/TestGraph"
async def setUp(self):
self._var_index = 0
await super().setUp()
# ----------------------------------------------------------------------
def create_variable(
self,
graph,
name,
var_type,
display_name: Optional[str] = None,
category: Optional[str] = None,
tooltip: Optional[str] = None,
scope: Optional[og.eVariableScope] = None,
):
"""Helper method to create and validate a variable in a graph"""
var = graph.create_variable(name, var_type)
self.assertNotEquals(var, None)
self.assertEquals(var.source_path, self._graph_path + ".graph:variable:" + name)
self.assertEquals(var.name, name)
self.assertEquals(var.type, var_type)
if display_name:
var.display_name = display_name
self.assertEquals(var.display_name, display_name)
if category:
var.category = category
self.assertEquals(var.category, category)
if tooltip:
var.tooltip = tooltip
self.assertEquals(var.tooltip, tooltip)
if scope:
var.scope = scope
self.assertEquals(var.scope, scope)
return var
# ----------------------------------------------------------------------
def create_simple_graph(self):
(graph, _, _, _) = og.Controller.edit(
self._graph_path,
{
og.Controller.Keys.CREATE_NODES: [("SimpleNode", "omni.graph.examples.cpp.Simple")],
},
)
return graph
# ----------------------------------------------------------------------
def next_variable_name(self):
"""Returns a unique variable name each time it is called"""
variable_name = "variable"
index = self._var_index
while index >= 0:
variable_name += chr(ord("a") + index % 26)
index -= 26
self._var_index += 1
return variable_name
# ----------------------------------------------------------------------
def get_variables_from_types(self):
"""Returns a list of variables of all supported types in the form
(name, Og.Type, data)
"""
return [
(
self.next_variable_name(),
og.AttributeType.type_from_sdf_type_name(entry),
ogts.DataTypeHelper.test_input_value(entry),
)
for entry in ALL_USD_TYPES
]
# -------------------------------------------------------------------------
async def test_graph_variables_return_expected_value(self):
"""
Simple test that checks the API returns expected values from a loaded file
"""
# load the graph
(result, error) = await ogts.load_test_file("TestGraphVariables.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = omni.graph.core.get_graph_by_path("/World/ComputeGraph")
# put the variables in a dictionary
variables = {var.source_path: var for var in graph.get_variables()}
self.assertEquals(len(variables), 103)
# walk through the usd types and validate they all load as variables
# and return expected values
for usd_type in ALL_USD_TYPES:
var_name = usd_type.lower().replace("[]", "_array")
key = "/World/ComputeGraph.graph:variable:var_" + var_name
self.assertTrue(key in variables, key)
self.assertEquals(variables[key].name, "var_" + var_name)
is_array = "_array" in key or usd_type == "string"
var_type = variables[key].type
if is_array:
self.assertNotEqual(var_type.array_depth, 0, key)
else:
self.assertEqual(var_type.array_depth, 0, key)
async def test_variables_get_and_set_oncontext(self):
"""
Validates variable values can be written and retrieved through the API
"""
# turn off global graphs, as the test file doesn't use them
(result, error) = await ogts.load_test_file("TestGraphVariables.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = omni.graph.core.get_graph_by_path("/World/ComputeGraph")
context = graph.get_default_graph_context()
variables = {var.source_path: var for var in graph.get_variables()}
for entry in ogts.DataTypeHelper.all_attribute_types():
var_name = entry.lower().replace("[]", "_array")
key = "/World/ComputeGraph.graph:variable:var_" + var_name
variable = variables[key]
# grab the reference value, set it, read it back and validate they are the same
ref_value = ogts.DataTypeHelper.test_input_value(entry)
variable.set(context, ref_value)
if "_array" in key:
value = variable.get_array(context, False, 0)
else:
value = variable.get(context)
# use almostEqual to deal with numerical imprecision
# that occurs with some floating point precisions
for a, b in zip(flatten(value), flatten(ref_value)):
self.assertAlmostEqual(a, b, places=1)
async def test_variables_can_be_created_and_removed(self):
"""Validates variables are correctly created and removed"""
graph = self.create_simple_graph()
# validate variables can be created
var1 = self.create_variable(graph, "var_float", og.Type(og.BaseDataType.FLOAT))
var2 = self.create_variable(graph, "var_int", og.Type(og.BaseDataType.INT))
var3 = self.create_variable(graph, "var_float_array", og.Type(og.BaseDataType.FLOAT, 3, 0))
var4 = self.create_variable(graph, "var_int_tuple", og.Type(og.BaseDataType.INT, 2, 0))
# check they are all valid, using both valid property and __bool__ override
self.assertTrue(var1.valid)
self.assertTrue(var2.valid)
self.assertTrue(var3.valid)
self.assertTrue(var4.valid)
self.assertTrue(bool(var1))
self.assertTrue(bool(var2))
self.assertTrue(bool(var3))
self.assertTrue(bool(var4))
# check that the list is created as expected
variables = graph.get_variables()
self.assertEquals(len(variables), 4)
self.assertIn(var1, variables)
self.assertIn(var2, variables)
self.assertIn(var3, variables)
self.assertIn(var4, variables)
# validate nodes that already exist (same type, different type) are ignored
with ogts.ExpectedError():
var_x = graph.create_variable("var_float", og.Type(og.BaseDataType.FLOAT))
self.assertEquals(var_x, None)
with ogts.ExpectedError():
var_x = graph.create_variable("var_float", og.Type(og.BaseDataType.INT))
self.assertEquals(var_x, None)
# remove a variable, then again to verify it fails
self.assertTrue(graph.remove_variable(var3))
with ogts.ExpectedError():
self.assertFalse(graph.remove_variable(var3))
self.assertEquals(len(graph.get_variables()), 3)
self.assertNotIn(var3, graph.get_variables())
self.assertFalse(var3.valid)
self.assertFalse(bool(var3))
async def test_find_variable(self):
"""Tests that variables can be correctly searched for by name"""
graph = self.create_simple_graph()
# create a set of variables
for a in string.ascii_lowercase:
self.create_variable(graph, "var_" + a, og.Type(og.BaseDataType.FLOAT))
# validate they are correctly found
for a in string.ascii_lowercase:
var = graph.find_variable("var_" + a)
self.assertIsNotNone(var)
self.assertEquals(var.name, "var_" + a)
self.assertIsNone(graph.find_variable("not_var_" + a))
async def test_variable_metadata(self):
"""Validates the metadata for the variables can and retreived as expected."""
graph = self.create_simple_graph()
var = graph.create_variable("var", og.Type(og.BaseDataType.FLOAT))
self.assertTrue(var.valid)
# validate default values
self.assertEquals(var.display_name, "var")
self.assertEquals(var.category, "")
self.assertEquals(var.tooltip, "")
self.assertEquals(var.scope, og.eVariableScope.E_PRIVATE)
# set valid values
var.display_name = "VAR1"
var.category = "New Category"
var.tooltip = "Tooltip"
var.scope = og.eVariableScope.E_READ_ONLY
self.assertEquals(var.display_name, "VAR1")
self.assertEquals(var.category, "New Category")
self.assertEquals(var.tooltip, "Tooltip")
self.assertEquals(var.scope, og.eVariableScope.E_READ_ONLY)
# set special and/or secondary values
var.display_name = ""
var.category = ""
var.tooltip = ""
var.scope = og.eVariableScope.E_PUBLIC
self.assertEquals(var.display_name, "var") # "" resets to default value
self.assertEquals(var.category, "")
self.assertEquals(var.tooltip, "")
self.assertEquals(var.scope, og.eVariableScope.E_PUBLIC)
var.category = "New Category"
var.tooltip = "Tooltip"
# validate that removed attribute specify empty/default values
graph.remove_variable(var)
self.assertFalse(var.valid)
self.assertEquals(var.display_name, "")
self.assertEquals(var.category, "")
self.assertEquals(var.tooltip, "")
self.assertEquals(var.scope, og.eVariableScope.E_PRIVATE)
async def test_variables_save_and_load(self):
"""Verifies that variables are correctly saved and restored from serialization"""
type_list = [og.BaseDataType.FLOAT, og.BaseDataType.INT, og.BaseDataType.HALF]
graph = self.create_simple_graph()
for x in type_list:
type_name = str(x).replace(".", "_")
self.create_variable(
graph,
str(type_name).lower(),
og.Type(x),
display_name=str(type_name).upper(),
category=str(type_name).swapcase(),
scope=og.eVariableScope.E_PUBLIC,
tooltip=str(type_name).title(),
)
with tempfile.TemporaryDirectory() as tmpdirname:
# save the file
tmp_file_path = os.path.join(tmpdirname, "tmp.usda")
result = omni.usd.get_context().save_as_stage(tmp_file_path)
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload the file back
(result, error) = await ogts.load_test_file(tmp_file_path)
self.assertTrue(result, error)
graph = omni.graph.core.get_graph_by_path(self._graph_path)
self.assertTrue(graph.is_valid)
self.assertEquals(len(graph.get_variables()), len(type_list))
for x in type_list:
type_name = str(x).replace(".", "_")
var = graph.find_variable(str(type_name).lower())
self.assertEquals(var.type, og.Type(x))
self.assertEquals(var.scope, og.eVariableScope.E_PUBLIC)
self.assertEquals(var.display_name, str(type_name).upper())
self.assertEquals(var.category, str(type_name).swapcase())
self.assertEquals(var.tooltip, str(type_name).title())
# ----------------------------------------------------------------------
async def test_write_variable_node(self):
"""Tests WriteVariable Nodes that variable data is correctly written for all variable types"""
# +-------+ +-------------+
# |OnTick |-->|WriteVariable|
# +-------+ +-------------+
# C++ node, Python equivalent
for write_node in ["omni.graph.core.WriteVariable", "omni.graph.test.TestWriteVariablePy"]:
with self.subTest(write_node=write_node):
controller = og.Controller()
keys = og.Controller.Keys
variables = self.get_variables_from_types()
# Create a graph that writes the give variable
(graph, (_, write_variable_node), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("WriteVariable", write_node),
],
keys.CONNECT: [
("OnTick.outputs:tick", "WriteVariable.inputs:execIn"),
],
keys.CREATE_VARIABLES: [(var_name, var_type) for (var_name, var_type, _) in variables],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
],
},
)
for (var_name, og_type, ref_value) in variables:
variable = graph.find_variable(var_name)
# First write the variable type, then the value. The value field needs to resolve first,
# based on the type of variable that is set
variable_name_attr = write_variable_node.get_attribute("inputs:variableName")
variable_value_attr = write_variable_node.get_attribute("inputs:value")
og.Controller.set(variable_name_attr, var_name)
og.Controller.set(variable_value_attr, ref_value)
# Evaluate the graph, which writes the value
await controller.evaluate(graph)
# fetch the data from variable node
variable_output_attr = write_variable_node.get_attribute("outputs:value")
# retrieve the value from the graph variable, and the output port
if og_type.array_depth >= 1:
value = variable.get_array(graph.get_default_graph_context(), False, 0)
output_value = variable_output_attr.get_array(False, False, 0)
else:
value = variable.get(graph.get_default_graph_context())
output_value = variable_output_attr.get()
# unpack and compare the elements
for a, b, c in zip(flatten(value), flatten(ref_value), flatten(output_value)):
self.assertAlmostEqual(a, b, places=1, msg=f"{var_name} {og_type}")
self.assertAlmostEqual(a, c, places=1, msg=f"{var_name} {og_type}")
# reset the stage, so the next iteration starts clean
await omni.usd.get_context().new_stage_async()
await omni.kit.app.get_app().next_update_async()
# ----------------------------------------------------------------------
async def test_variable_graph_type_resolution(self):
"""Tests output port resolution for built"""
controller = og.Controller()
keys = og.Controller.Keys
# [ReadVariable]->+------------+
# [ConstantString]->[WriteVariable]->|AppendString|->[WriteVariable]
# +------------+
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("WriteVariable", "omni.graph.core.WriteVariable"),
("AppendString", "omni.graph.nodes.AppendString"),
("WriteVariable2", "omni.graph.core.WriteVariable"),
("ConstantToken", "omni.graph.nodes.ConstantToken"),
],
keys.CREATE_VARIABLES: [
("var_float", og.Type(og.BaseDataType.FLOAT)),
("var_str", og.Type(og.BaseDataType.TOKEN)),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "AppendString.inputs:value"),
("WriteVariable.outputs:value", "AppendString.inputs:suffix"),
("AppendString.outputs:value", "WriteVariable2.inputs:value"),
("ConstantToken.inputs:value", "WriteVariable.inputs:value"),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "var_str"),
("WriteVariable.inputs:variableName", "var_str"),
("WriteVariable2.inputs:variableName", "var_str"),
("ConstantToken.inputs:value", "_A_"),
],
},
)
await omni.kit.app.get_app().next_update_async()
# Helper to verify the base data type of an attribute
def assert_attrib_is(attrib, node, base_type):
attrib = controller.attribute(attrib, node, graph)
self.assertEqual(attrib.get_resolved_type().base_type, base_type)
# validate the output types
assert_attrib_is("outputs:value", "ReadVariable", og.BaseDataType.TOKEN)
assert_attrib_is("outputs:value", "WriteVariable", og.BaseDataType.TOKEN)
assert_attrib_is("inputs:value", "WriteVariable", og.BaseDataType.TOKEN)
assert_attrib_is("inputs:value", "WriteVariable2", og.BaseDataType.TOKEN)
# disconnect the input
controller.edit(
graph,
{
keys.DISCONNECT: [
("ReadVariable.outputs:value", "AppendString.inputs:value"),
("WriteVariable.outputs:value", "AppendString.inputs:suffix"),
("ConstantToken.inputs:value", "WriteVariable.inputs:value"),
]
},
)
await omni.kit.app.get_app().next_update_async()
# resolution types
assert_attrib_is("outputs:value", "ReadVariable", og.BaseDataType.TOKEN)
assert_attrib_is("outputs:value", "WriteVariable", og.BaseDataType.TOKEN)
assert_attrib_is("inputs:value", "WriteVariable", og.BaseDataType.TOKEN)
assert_attrib_is("inputs:value", "AppendString", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:suffix", "AppendString", og.BaseDataType.UNKNOWN)
# change the variable type one at a time
controller.edit(
graph,
{
keys.SET_VALUES: [
("WriteVariable.inputs:variableName", "var_float"),
("ReadVariable.inputs:variableName", "var_float"),
],
},
)
await omni.kit.app.get_app().next_update_async()
# validate the updated resolution - outputs change, inputs unresolve
assert_attrib_is("outputs:value", "ReadVariable", og.BaseDataType.FLOAT)
assert_attrib_is("outputs:value", "WriteVariable", og.BaseDataType.FLOAT)
assert_attrib_is("inputs:value", "WriteVariable", og.BaseDataType.FLOAT)
# 'unset' the variable name
controller.edit(
graph,
{
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", ""),
("WriteVariable.inputs:variableName", ""),
]
},
)
await omni.kit.app.get_app().next_update_async()
assert_attrib_is("outputs:value", "ReadVariable", og.BaseDataType.UNKNOWN)
assert_attrib_is("outputs:value", "WriteVariable", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:value", "WriteVariable", og.BaseDataType.UNKNOWN)
# ----------------------------------------------------------------------
async def test_read_variable_node(self):
"""Tests ReadVariable Nodes that variable data is properly read for all variable types"""
# C++ node, Python equivalent
for read_node in ["omni.graph.core.ReadVariable", "omni.graph.test.TestReadVariablePy"]:
with self.subTest(read_node=read_node):
controller = og.Controller()
keys = og.Controller.Keys
variables = self.get_variables_from_types()
# Create a graph that writes the give variable
(graph, nodes, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", read_node),
],
keys.CREATE_VARIABLES: [(var_name, var_type) for (var_name, var_type, _) in variables],
},
)
context = graph.get_default_graph_context()
for (var_name, var_type, ref_value) in variables:
# set the value on the variable
variable = graph.find_variable(var_name)
variable.set(context, ref_value)
# set the node to use the appropriate variable
variable_name_attr = nodes[0].get_attribute("inputs:variableName")
og.Controller.set(variable_name_attr, var_name)
# Evaluate the graph and read the output of the node
await controller.evaluate(graph)
value = og.Controller.get(nodes[0].get_attribute("outputs:value"))
# unpack and compare the elements
for a, b in zip(flatten(value), flatten(ref_value)):
self.assertAlmostEqual(a, b, places=1, msg=f"{var_name} : {var_type}")
# reset the stage, so the next iteration starts clean
await omni.usd.get_context().new_stage_async()
await omni.kit.app.get_app().next_update_async()
# ----------------------------------------------------------------------
async def test_variable_graph_events(self):
"""Tests that variable related graph events trigger and are caught by built-in variable nodes"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (read_var_node, write_var_node), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("WriteVariable", "omni.graph.core.WriteVariable"),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "test_var"),
("WriteVariable.inputs:variableName", "test_var"),
],
},
)
create_counter = 0
remove_counter = 0
last_var_name = ""
def on_graph_event(event):
nonlocal create_counter
nonlocal remove_counter
nonlocal last_var_name
if event.type == int(og.GraphEvent.CREATE_VARIABLE):
create_counter += 1
if event.type == int(og.GraphEvent.REMOVE_VARIABLE):
remove_counter += 1
last_var_name = event.payload["variable"]
sub = graph.get_event_stream().create_subscription_to_pop(on_graph_event)
var = graph.create_variable("test_var", og.Type(og.BaseDataType.FLOAT))
# check the callback has been hit, and that the resolved type has been updated
self.assertEquals(create_counter, 1)
self.assertEquals(
read_var_node.get_attribute("outputs:value").get_resolved_type(), og.Type(og.BaseDataType.FLOAT)
)
self.assertEquals(
write_var_node.get_attribute("inputs:value").get_resolved_type(), og.Type(og.BaseDataType.FLOAT)
)
self.assertEquals(last_var_name, "test_var")
last_var_name = ""
# remove the variable, it should unresolve
graph.remove_variable(var)
self.assertEquals(remove_counter, 1)
self.assertEquals(
read_var_node.get_attribute("outputs:value").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
self.assertEquals(
write_var_node.get_attribute("inputs:value").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
self.assertEquals(last_var_name, "test_var")
# add, remove a variety of variables, including the listened one (with a different type)
graph.create_variable("test_var", og.Type(og.BaseDataType.BOOL))
for i in range(1, 10):
var_n = graph.create_variable(f"test_var{i}", og.Type(og.BaseDataType.INT))
self.assertEquals(last_var_name, f"test_var{i}")
if i % 2 == 0:
graph.remove_variable(var_n)
self.assertEquals(create_counter, 11)
self.assertEquals(remove_counter, 5)
self.assertEquals(
read_var_node.get_attribute("outputs:value").get_resolved_type(), og.Type(og.BaseDataType.BOOL)
)
self.assertEquals(
write_var_node.get_attribute("inputs:value").get_resolved_type(), og.Type(og.BaseDataType.BOOL)
)
del sub
def assert_almost_equal(self, a_val, b_val):
flat_a = flatten(a_val)
flat_b = flatten(b_val)
self.assertEqual(len(flat_a), len(flat_b))
for a, b in zip(flatten(a_val), flatten(b_val)):
self.assertAlmostEqual(a, b, places=1, msg=f"{a_val} != {b_val}")
# ----------------------------------------------------------------------
async def test_variables_load_default_values(self):
"""Tests variables are initialized with attribute default values"""
(result, error) = await ogts.load_test_file("TestGraphVariables.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = omni.graph.core.get_graph_by_path("/World/ComputeGraph")
ctxt = graph.get_default_graph_context()
self.assert_almost_equal(graph.find_variable("var_bool").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_bool_array").get_array(ctxt), [1, 0, 1])
self.assert_almost_equal(graph.find_variable("var_color3d").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_color3d_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_color3f").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_color3f_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_color3h").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_color3h_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_color4d").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_color4d_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_color4f").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_color4f_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_color4h").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_color4h_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_double").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_double2").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_double2_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_double3").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_double3_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_double4").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_double4_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_double_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_float").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_float2").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_float2_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_float3").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_float3_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_float4").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_float4_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_float_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(
graph.find_variable("var_frame4d").get(ctxt),
((1, 2, 3, 4), (5, 6, 7, 8), (9, 10, 11, 12), (13, 14, 15, 16)),
)
self.assert_almost_equal(
graph.find_variable("var_frame4d_array").get_array(ctxt),
[
((1, 2, 3, 4), (5, 6, 7, 8), (9, 10, 11, 12), (13, 14, 15, 16)),
((11, 12, 13, 14), (15, 16, 17, 18), (19, 20, 21, 22), (23, 24, 25, 26)),
],
)
self.assert_almost_equal(graph.find_variable("var_half").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_half2").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_half2_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_half3").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_half3_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_half4").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(
graph.find_variable("var_half4_array").get_array(ctxt), [(1, 2, 3, 4), (11, 12, 13, 14)]
)
self.assert_almost_equal(graph.find_variable("var_half_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_int").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_int2").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_int2_array").get_array(ctxt), [(1, 2), (3, 4)])
self.assert_almost_equal(graph.find_variable("var_int3").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_int3_array").get_array(ctxt), [(1, 2, 3), (4, 5, 6)])
self.assert_almost_equal(graph.find_variable("var_int4").get(ctxt), (1, 2, 3, 4))
self.assert_almost_equal(graph.find_variable("var_int4_array").get_array(ctxt), [(1, 2, 3, 4), (5, 6, 7, 8)])
self.assert_almost_equal(graph.find_variable("var_int64").get(ctxt), 12345)
self.assert_almost_equal(graph.find_variable("var_int64_array").get_array(ctxt), [12345, 23456])
self.assert_almost_equal(graph.find_variable("var_int_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_matrix2d").get(ctxt), ((1, 2), (3, 4)))
self.assert_almost_equal(
graph.find_variable("var_matrix2d_array").get_array(ctxt), [((1, 2), (3, 4)), ((11, 12), (13, 14))]
)
self.assert_almost_equal(graph.find_variable("var_matrix3d").get(ctxt), ((1, 2, 3), (4, 5, 6), (7, 8, 9)))
self.assert_almost_equal(
graph.find_variable("var_matrix3d_array").get_array(ctxt),
[((1, 2, 3), (4, 5, 6), (7, 8, 9)), ((11, 12, 13), (14, 15, 16), (17, 18, 19))],
)
self.assert_almost_equal(
graph.find_variable("var_matrix4d").get(ctxt),
((1, 2, 3, 4), (5, 6, 7, 8), (9, 10, 11, 12), (13, 14, 15, 16)),
)
self.assert_almost_equal(
graph.find_variable("var_matrix4d_array").get_array(ctxt),
[
((1, 2, 3, 4), (5, 6, 7, 8), (9, 10, 11, 12), (13, 14, 15, 16)),
((11, 12, 13, 14), (15, 16, 17, 18), (19, 20, 21, 22), (23, 24, 25, 26)),
],
)
self.assert_almost_equal(graph.find_variable("var_normal3d").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_normal3d_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_normal3f").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_normal3f_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_normal3h").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_normal3h_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_point3d").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_point3d_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_point3f").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_point3f_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_point3h").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_point3h_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
# note the reordering of the quaternion layout
self.assert_almost_equal(graph.find_variable("var_quatd").get(ctxt), (2, 3, 4, 1))
self.assert_almost_equal(
graph.find_variable("var_quatd_array").get_array(ctxt), [(2, 3, 4, 1), (12, 13, 14, 11)]
)
self.assert_almost_equal(graph.find_variable("var_quatf").get(ctxt), (2, 3, 4, 1))
self.assert_almost_equal(
graph.find_variable("var_quatf_array").get_array(ctxt), [(2, 3, 4, 1), (12, 13, 14, 11)]
)
self.assert_almost_equal(graph.find_variable("var_quath").get(ctxt), (2, 3, 4, 1))
self.assert_almost_equal(
graph.find_variable("var_quath_array").get_array(ctxt), [(2, 3, 4, 1), (12, 13, 14, 11)]
)
# strings use get_array, not get
self.assertEqual(graph.find_variable("var_string").get_array(ctxt), "Rey")
self.assert_almost_equal(graph.find_variable("var_texcoord2d").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_texcoord2d_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_texcoord2f").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_texcoord2f_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_texcoord2h").get(ctxt), (1, 2))
self.assert_almost_equal(graph.find_variable("var_texcoord2h_array").get_array(ctxt), [(1, 2), (11, 12)])
self.assert_almost_equal(graph.find_variable("var_texcoord3d").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_texcoord3d_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_texcoord3f").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_texcoord3f_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_texcoord3h").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_texcoord3h_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_timecode").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_timecode_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_token").get(ctxt), "Sith")
self.assert_almost_equal(graph.find_variable("var_token_array").get_array(ctxt), ["Kylo", "Ren"])
self.assert_almost_equal(graph.find_variable("var_uchar").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_uchar_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_uint").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_uint64").get(ctxt), 1)
self.assert_almost_equal(graph.find_variable("var_uint64_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_uint_array").get_array(ctxt), [1, 2])
self.assert_almost_equal(graph.find_variable("var_vector3d").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_vector3d_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_vector3f").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_vector3f_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
self.assert_almost_equal(graph.find_variable("var_vector3h").get(ctxt), (1, 2, 3))
self.assert_almost_equal(graph.find_variable("var_vector3h_array").get_array(ctxt), [(1, 2, 3), (11, 12, 13)])
# -------------------------------------------------------------------------
async def test_variables_create_remove_stress_test(self):
"""Stress test the creation, removal and query of variables"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
],
},
)
context = graph.get_default_graph_context()
# get/set the active variable (FC)
def active_set(var, val):
nonlocal context
var.set(context, val)
def active_get(var):
nonlocal context
return var.get(context)
# get/set the default value
def default_set(var, val):
og.Controller.set_variable_default_value(var, val)
def default_get(var):
return og.Controller.get_variable_default_value(var)
# include setting the default value and getting the active value
func_list = [(active_get, active_set), (default_get, default_set), (active_get, default_set)]
# loop through default and active get, set values methods
for (getter, setter) in func_list:
for i in range(1, 10):
variable = graph.create_variable("TestVariable", og.Type(og.BaseDataType.FLOAT))
setter(variable, float(i))
self.assertEqual(getter(variable), float(i))
graph.remove_variable(variable)
self.assertFalse(bool(variable))
self.assertIsNone(graph.find_variable("TestVariable"))
# -------------------------------------------------------------------------
async def test_variables_write_update_on_graph(self):
"""Tests that the updating of variables occurs as expected"""
# Create a graph that writes the give variable
controller = og.Controller()
keys = og.Controller.Keys
# [OnTick] --> [WriteVariable(2)]
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("WriteVariable", "omni.graph.core.WriteVariable"),
("ConstInt", "omni.graph.nodes.ConstantInt"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "WriteVariable.inputs:execIn"),
("ConstInt.inputs:value", "WriteVariable.inputs:value"),
],
keys.CREATE_VARIABLES: [("TestVariable", og.Type(og.BaseDataType.INT))],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
("ConstInt.inputs:value", 2),
("WriteVariable.inputs:variableName", "TestVariable"),
],
},
)
variable = graph.find_variable("TestVariable")
og.Controller.set_variable_default_value(variable, 1)
await controller.evaluate(graph)
# USD value remains at 1
self.assertEqual(og.Controller.get_variable_default_value(variable), 1)
# Fabric value remains at 2
self.assertEqual(variable.get(graph.get_default_graph_context()), 2)
# change default value - variable value should change
og.Controller.set_variable_default_value(variable, 3)
self.assertEqual(og.Controller.get_variable_default_value(variable), 3)
self.assertEqual(variable.get(graph.get_default_graph_context()), 3)
await controller.evaluate(graph)
# FC value should change again
self.assertEqual(og.Controller.get_variable_default_value(variable), 3)
self.assertEqual(variable.get(graph.get_default_graph_context()), 2)
# -------------------------------------------------------------------------
async def __create_instances(self, graph_path: str, prim_names: List[str]):
"""Helper method to create graph instances"""
stage = omni.usd.get_context().get_stage()
for prim_name in prim_names:
prim = stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, graph_path)
self.assertTrue(prim.GetRelationship("omniGraphs").IsValid())
# need to wait a frame for USD changes to apply. This could use an immediate
# python API.
await omni.kit.app.get_app().next_update_async()
# -------------------------------------------------------------------------
async def test_get_set_variable_instance_values(self):
"""Tests for retrieving and setting variable instance values"""
# create the graph
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_VARIABLES: [
("float_var", og.Type(og.BaseDataType.FLOAT)),
("token_var", og.Type(og.BaseDataType.TOKEN)),
("array_var", og.Type(og.BaseDataType.INT, array_depth=1)),
("tuple_var", og.Type(og.BaseDataType.FLOAT, 3, 0)),
],
},
)
# create the instances
prim_names = [f"/World/Prim_{i}" for i in range(1, 10)]
await self.__create_instances(self._graph_path, prim_names)
context = graph.get_default_graph_context()
float_var = graph.find_variable("float_var")
token_var = graph.find_variable("token_var")
array_var = graph.find_variable("array_var")
tuple_var = graph.find_variable("tuple_var")
# set the default variable values. This should be promoted to each instance
og.Controller.set_variable_default_value(float_var, -1.0)
og.Controller.set_variable_default_value(token_var, "token_var")
og.Controller.set_variable_default_value(array_var, [1.0, 1.0, 1.0, 1.0])
og.Controller.set_variable_default_value(tuple_var, (1.0, 1.0, 1.0))
# validate all the instances have the default value
for prim_name in prim_names:
self.assertEquals(float_var.get(context, instance_path=prim_name), -1.0)
self.assertEquals(token_var.get(context, instance_path=prim_name), "token_var")
self.assert_almost_equal(array_var.get_array(context, instance_path=prim_name), [1.0, 1.0, 1.0, 1.0])
self.assert_almost_equal(tuple_var.get(context, instance_path=prim_name), (1.0, 1.0, 1.0))
# set the variables
i = 0
for prim_name in prim_names:
float_var.set(context, instance_path=prim_name, value=float(i))
token_var.set(context, instance_path=prim_name, value=prim_name)
array_var.set(context, instance_path=prim_name, value=[i, i + 1, i + 2, i + 3])
tuple_var.set(context, instance_path=prim_name, value=(float(i), float(i + 1), float(i + 2)))
i = i + 1
# retrieve the variables
i = 0
for prim_name in prim_names:
self.assertEquals(float_var.get(context, instance_path=prim_name), float(i))
self.assertEquals(token_var.get(context, instance_path=prim_name), prim_name)
self.assert_almost_equal(array_var.get_array(context, instance_path=prim_name), [i, i + 1, i + 2, i + 3])
self.assert_almost_equal(
tuple_var.get(context, instance_path=prim_name), (float(i), float(i + 1), float(i + 2))
)
i = i + 1
# -------------------------------------------------------------------------
async def test_invalid_variable_access_throws(self):
"""Tests that invalid variable access throws errors"""
# create the graph
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_VARIABLES: [
("float_var", og.Type(og.BaseDataType.FLOAT)),
("array_var", og.Type(og.BaseDataType.FLOAT, array_depth=1)),
("invalid_var", og.Type(og.BaseDataType.FLOAT)),
]
},
)
# create an instance
context = graph.get_default_graph_context()
valid_prim_name = "/World/ValidInstance"
invalid_instance_name = "/World/InvalidInstance"
await self.__create_instances(self._graph_path, [valid_prim_name])
float_var = graph.find_variable("float_var")
array_var = graph.find_variable("array_var")
invalid_var = graph.find_variable("invalid_var")
graph.remove_variable(invalid_var)
og.Controller.set_variable_default_value(float_var, 1.0)
self.assertEquals(float_var.get(context), 1.0)
self.assertEquals(float_var.get(context, instance_path=valid_prim_name), 1.0)
# invalid variable
with self.assertRaises(TypeError):
invalid_var.get(context)
# invalid variable and instance
with self.assertRaises(TypeError):
invalid_var.get(context, instance_path=invalid_instance_name)
# invalid instance, valid variable
with self.assertRaises(TypeError):
float_var.get(context, instance_path=invalid_instance_name)
# invalid instance with array variable
with self.assertRaises(TypeError):
array_var.get(context, instance_path=invalid_instance_name)
# -------------------------------------------------------------------------
def _get_ogtypes_for_testing(self) -> Set[og.Type]:
"""Get a list of types to be used for testing."""
numerics = og.AttributeType.get_unions()["numerics"]
type_set = {og.AttributeType.type_from_ogn_type_name(n_type) for n_type in numerics}.union(
{
og.Type(og.BaseDataType.UCHAR, 1, 1, og.AttributeRole.TEXT),
og.Type(og.BaseDataType.TOKEN, 1, 0, og.AttributeRole.NONE),
}
)
# transform converts to matrix when used in a variable
type_set.remove(og.Type(og.BaseDataType.DOUBLE, 16, 1, og.AttributeRole.TRANSFORM))
type_set.remove(og.Type(og.BaseDataType.DOUBLE, 16, 0, og.AttributeRole.TRANSFORM))
return type_set
# -------------------------------------------------------------------------
async def test_changevariabletype_command(self):
"""
Validates the ChangeVariableType Command property changes the type of the variable
"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_VARIABLES: [
("var", og.Type(og.BaseDataType.FLOAT)),
]
},
)
types = self._get_ogtypes_for_testing()
variable = graph.find_variable("var")
for og_type in types:
og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
self.assertEqual(variable.type, og_type)
# -------------------------------------------------------------------------
async def test_changevariabletype_command_undo_redo(self):
"""
Validates the change variable type command applies and restores default values
as expected with undo and redo
"""
controller = og.Controller()
keys = og.Controller.Keys
original_type = og.Type(og.BaseDataType.FLOAT)
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_VARIABLES: [
("var", original_type),
]
},
)
types = self._get_ogtypes_for_testing()
types.remove(original_type)
variable = graph.find_variable("var")
default_value = 5.0
og.Controller.set_variable_default_value(variable, default_value)
# validate not changing type doesn't erase the default value
og.cmds.ChangeVariableType(variable=variable, variable_type=original_type)
self.assertEqual(variable.type, original_type)
self.assertEqual(og.Controller.get_variable_default_value(variable), default_value)
for og_type in types:
og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
self.assertEqual(variable.type, og_type)
self.assertIsNone(og.Controller.get_variable_default_value(variable))
# on undo, when the type changes, the default value is removed
omni.kit.undo.undo()
self.assertEqual(variable.type, original_type)
self.assertEqual(og.Controller.get_variable_default_value(variable), default_value)
# on redo, the type and default value are restored
omni.kit.undo.redo()
self.assertEqual(variable.type, og_type)
self.assertIsNone(og.Controller.get_variable_default_value(variable))
omni.kit.undo.undo()
# -------------------------------------------------------------------------
async def test_changevariabletype_command_on_separate_layer(self):
"""
Validates the behaviour of change variable type command on different
layers
"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
root_layer = stage.GetRootLayer()
identifier1 = LayerUtils.create_sublayer(root_layer, 0, "").identifier
identifier2 = LayerUtils.create_sublayer(root_layer, 1, "").identifier
identifier3 = LayerUtils.create_sublayer(root_layer, 2, "").identifier
LayerUtils.set_edit_target(stage, identifier2)
# create a graph on the middle layer
controller = og.Controller()
keys = og.Controller.Keys
original_type = og.Type(og.BaseDataType.FLOAT)
(graph, _, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_VARIABLES: [
("var", original_type),
]
},
)
# validate the type can be changed
variable = graph.find_variable("var")
og_type = og.Type(og.BaseDataType.INT)
og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
self.assertEqual(variable.type, og_type)
# change the edit layer to a type with a stronger opinion and validate the change still works
LayerUtils.set_edit_target(stage, identifier1)
variable = graph.find_variable("var")
og_type = og.Type(og.BaseDataType.DOUBLE)
og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
self.assertEqual(variable.type, og_type)
# change the edit layer to a type with a weaker opinion and validate the change fails
LayerUtils.set_edit_target(stage, identifier3)
variable = graph.find_variable("var")
og_type = og.Type(og.BaseDataType.INT, 2)
omni.kit.commands.set_logging_enabled(False)
(_, succeeded) = og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
omni.kit.commands.set_logging_enabled(True)
self.assertFalse(succeeded)
# -----------------------------------------------------------------------------------------
async def test_changevariabletype_changes_resolution(self):
"""
Validate that changing a variable type changes the resolution of node types
"""
controller = og.Controller()
keys = og.Controller.Keys
original_type = og.Type(og.BaseDataType.FLOAT)
(graph, nodes, _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
],
keys.CREATE_VARIABLES: [
("var", original_type),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "var"),
],
},
)
node = nodes[0]
variable = graph.find_variable("var")
await og.Controller.evaluate(graph)
self.assertEqual(node.get_attribute("outputs:value").get_resolved_type(), original_type)
og_type = og.Type(og.BaseDataType.INT, 2)
omni.kit.commands.set_logging_enabled(False)
await og.Controller.evaluate(graph)
og.cmds.ChangeVariableType(variable=variable, variable_type=og_type)
self.assertEqual(node.get_attribute("outputs:value").get_resolved_type(), og_type)
| 55,299 | Python | 46.34589 | 120 | 0.569468 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_api.py | """Testing the stability of the API in this module"""
import omni.graph.core.tests as ogts
import omni.graph.test as ogtest
from omni.graph.tools.tests.internal_utils import _check_module_api_consistency, _check_public_api_contents
# ======================================================================
class _TestOmniGraphTestApi(ogts.OmniGraphTestCase):
_UNPUBLISHED = ["bindings", "ogn", "tests"]
async def test_api(self):
_check_module_api_consistency(ogtest, self._UNPUBLISHED) # noqa: PLW0212
_check_module_api_consistency(ogtest.tests, is_test_module=True) # noqa: PLW0212
async def test_api_features(self):
"""Test that the known public API features continue to exist"""
_check_public_api_contents(ogtest, [], self._UNPUBLISHED, only_expected_allowed=True) # noqa: PLW0212
_check_public_api_contents(ogtest.tests, [], [], only_expected_allowed=True) # noqa: PLW0212
| 936 | Python | 48.315787 | 110 | 0.65812 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_topology_commands.py | # noqa: PLC0302
"""Tests for the various OmniGraph commands"""
from typing import List, Tuple
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.usd
from pxr import OmniGraphSchemaTools, Usd
class TestTopologyCommands(ogts.OmniGraphTestCase):
# ----------------------------------------------------------------------
async def test_create_graph_global(self):
"""
test the CreateGraphAsNodeCommand with global graphs
"""
# This is the main command we'll use
# to create new graphs for users going forward. These graphs are top level graphs, and are wrapped by nodes
# in an overall global container graph
# We also leverage this setup to test the creation of dynamic attributes with USD backing
orchestration_graphs = og.get_global_orchestration_graphs()
# 4, because we have 3 separate pipeline stages currently (simulation, pre-render, post-render, on-demand)
self.assertEqual(len(orchestration_graphs), 4)
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_POSTRENDER
)
self.assertEqual(len(orchestration_graphs), 1)
self.assertEqual(orchestration_graphs[0].get_path_to_graph(), "/__postRenderRootGraph")
self.assertEqual(
orchestration_graphs[0].get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_POSTRENDER
)
self.assertEqual(orchestration_graphs[0].get_graph_backing_type(), og.GraphBackingType.GRAPH_BACKING_TYPE_NONE)
self.assertEqual(
orchestration_graphs[0].evaluation_mode, og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC
)
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION
)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
(result, wrapper_node) = og.cmds.CreateGraphAsNode(
graph=orchestration_graph,
node_name="my_push_graph",
graph_path="/World/my_push_graph",
evaluator_name="push",
is_global_graph=True,
backed_by_usd=True,
fc_backing_type=og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION,
evaluation_mode=og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE,
)
self.assertTrue(result)
self.assertTrue(wrapper_node.is_valid())
self.assertEqual(wrapper_node.get_prim_path(), "/__simulationRootGraph/_World_my_push_graph")
wrapped_graph = wrapper_node.get_wrapped_graph()
self.assertTrue(wrapped_graph.is_valid())
self.assertEqual(wrapped_graph.get_path_to_graph(), "/World/my_push_graph")
self.assertEqual(wrapped_graph.get_graph_backing_type(), og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED)
self.assertEqual(wrapped_graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
self.assertEqual(wrapped_graph.evaluation_mode, og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE)
(_, (_, counter_node), _, _) = og.Controller.edit(
wrapped_graph,
{
og.Controller.Keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Counter", "omni.graph.action.Counter"),
],
og.Controller.Keys.SET_VALUES: [("OnTick.inputs:onlyPlayback", False)],
og.Controller.Keys.CONNECT: [
("OnTick.outputs:tick", "Counter.inputs:execIn"),
],
},
)
# What we should see in response is that the counter is incrementing
await og.Controller.evaluate(wrapped_graph)
outputs_attr_value1 = og.Controller.get(counter_node.get_attribute("outputs:count"))
await og.Controller.evaluate(wrapped_graph)
outputs_attr_value2 = og.Controller.get(counter_node.get_attribute("outputs:count"))
self.assertGreater(outputs_attr_value2, outputs_attr_value1)
# test dynamic attribute creation, with USD backing:
# try setting a simple value and retrieving it
counter_node.create_attribute(
"inputs:test_create1",
og.Type(og.BaseDataType.INT),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR,
"",
)
test_create1_attr = counter_node.get_attribute("inputs:test_create1")
self.assertTrue(test_create1_attr.is_valid())
self.assertTrue(test_create1_attr.is_dynamic())
og.cmds.SetAttr(attr=test_create1_attr, value=123)
test_create1_attr_value = og.Controller.get(test_create1_attr)
self.assertEqual(test_create1_attr_value, 123)
self.assertEqual(test_create1_attr.get_port_type(), og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
# try setting a tuple value and retrieving it
counter_node.create_attribute(
"inputs:test_create2",
og.Type(og.BaseDataType.INT, 3),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR,
"",
)
test_create2_attr = counter_node.get_attribute("inputs:test_create2")
self.assertTrue(test_create2_attr.is_valid())
og.cmds.SetAttr(attr=test_create2_attr, value=(1, 2, 3))
test_create2_attr_value = og.Controller.get(test_create2_attr)
self.assertEqual(test_create2_attr_value[0], 1)
self.assertEqual(test_create2_attr_value[1], 2)
self.assertEqual(test_create2_attr_value[2], 3)
# try setting a tuple array value and retrieving it
counter_node.create_attribute(
"inputs:test_create3",
og.Type(og.BaseDataType.INT, 3, 1),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR,
"",
)
test_create3_attr = counter_node.get_attribute("inputs:test_create3")
self.assertTrue(test_create3_attr.is_valid())
og.cmds.SetAttr(attr=test_create3_attr, value=[[1, 2, 3], [4, 5, 6]])
test_create3_attr_value = og.Controller.get(test_create3_attr)
v1 = test_create3_attr_value[1]
self.assertEqual(v1[0], 4)
self.assertEqual(v1[1], 5)
self.assertEqual(v1[2], 6)
# try creating an execution attribute
counter_node.create_attribute(
"inputs:test_create4",
og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR,
"",
)
test_create4_attr = counter_node.get_attribute("inputs:test_create4")
self.assertTrue(test_create4_attr.is_valid())
# ----------------------------------------------------------------------
async def test_undo_redo_connection(self):
"""Test undo and redo of node creation and connection"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit("/TestGraph")
async def create_and_connect(ix):
controller.edit(
graph,
{
keys.CREATE_NODES: [
(f"SimpleA{ix}", "omni.graph.tutorials.SimpleData"),
(f"SimpleB{ix}", "omni.graph.tutorials.SimpleData"),
]
},
)
await controller.evaluate(graph)
controller.edit(graph, {keys.CONNECT: (f"SimpleA{ix}.outputs:a_float", f"SimpleB{ix}.inputs:a_float")})
await controller.evaluate(graph)
await create_and_connect(1)
# undo the connection
omni.kit.undo.undo()
# undo the node creation
omni.kit.undo.undo()
# redo node creation
omni.kit.undo.redo()
# redo connection
omni.kit.undo.redo()
# undo the connection
omni.kit.undo.undo()
# undo the node creation
omni.kit.undo.undo()
# --------------------------------------------------------------------------------------------------------------
def __confirm_connection_counts(self, attribute: og.Attribute, upstream_count: int, downstream_count: int):
"""Check that the given attribute has the proscribed number of upstream and downstream connections"""
self.assertEqual(attribute.get_upstream_connection_count(), upstream_count)
self.assertEqual(attribute.get_downstream_connection_count(), downstream_count)
# ----------------------------------------------------------------------
async def test_disconnect_all_attrs(self):
"""
Test the DisconnectAllAttrsCommand. This command takes a single attribute as parameter and disconnects all
incoming and outgoing connections on it.
"""
controller = og.Controller()
keys = og.Controller.Keys
#
# Source --> Sink --> InOut
# \ \ /
# \ -----/
# --> FanOut
(graph, (source_node, sink_node, fanout_node, inout_node), _, _,) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("Source", "omni.graph.tutorials.SimpleData"),
("Sink", "omni.graph.tutorials.SimpleData"),
("FanOut", "omni.graph.tutorials.SimpleData"),
("InOut", "omni.graph.tutorials.SimpleData"),
],
keys.CONNECT: [
("Source.outputs:a_bool", "Sink.inputs:a_bool"),
("Source.outputs:a_bool", "FanOut.inputs:a_bool"),
("Sink.inputs:a_bool", "InOut.inputs:a_bool"),
],
},
)
def _get_attributes():
return (
og.Controller.attribute("outputs:a_bool", ("Source", graph)),
og.Controller.attribute("inputs:a_bool", ("Sink", graph)),
og.Controller.attribute("inputs:a_bool", ("FanOut", graph)),
og.Controller.attribute("inputs:a_bool", ("InOut", graph)),
)
source_output, sink_input, fanout_input, inout_input = _get_attributes()
# The sequence tests successful restoration when everything is deleted and restored in groups;
# DisconnectAll(Source.outputs:a_bool)
# Removes Source->Sink and Source->FanOut
# DisconnectAll(Sink.inputs:a_bool)
# Removes Sink->InOut
# Delete Source, Sink, InOut, FanOut
# undo deletes
# undo second disconnect
# Restores Sink->InOut
# undo first disconnect
# Restores Source->Sink and Source->FanOut
# redo and undo to go the beginning and get back here again
# DisconnectAll(Sink.inputs:a_bool)
# Removes Sink->InOut and Source->Sink
# undo
og.cmds.DisconnectAllAttrs(attr=source_output, modify_usd=True)
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 1)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
og.cmds.DisconnectAllAttrs(attr=sink_input, modify_usd=True)
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 0)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 0, 0)
og.cmds.DeleteNode(graph=graph, node_path=source_node.get_prim_path(), modify_usd=True)
og.cmds.DeleteNode(graph=graph, node_path=sink_node.get_prim_path(), modify_usd=True)
og.cmds.DeleteNode(graph=graph, node_path=fanout_node.get_prim_path(), modify_usd=True)
og.cmds.DeleteNode(graph=graph, node_path=inout_node.get_prim_path(), modify_usd=True)
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
# May have lost the objects through the undo process so get them again
source_output, sink_input, fanout_input, inout_input = _get_attributes()
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 1)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
omni.kit.undo.undo()
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
omni.kit.undo.redo()
omni.kit.undo.redo()
omni.kit.undo.redo()
omni.kit.undo.redo()
omni.kit.undo.redo()
omni.kit.undo.redo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
# May have lost the objects through the undo process so get them again
source_output, sink_input, fanout_input, inout_input = _get_attributes()
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
og.cmds.DisconnectAllAttrs(attr=sink_input, modify_usd=True)
self.__confirm_connection_counts(source_output, 0, 1)
self.__confirm_connection_counts(sink_input, 0, 0)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 0, 0)
omni.kit.undo.undo()
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
# ----------------------------------------------------------------------
async def test_change_pipeline_stage_invalid(self):
"""
Test the ChangePipelineStageCommand when given an invalid pipeline stage
"""
controller = og.Controller()
(graph, _, _, _) = controller.edit("/World/TestGraph")
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
# Check that we are not allowed to set pipeline stage to unknown
og.cmds.ChangePipelineStage(graph=graph, new_pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_UNKNOWN)
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
# Check that setting the same pipeline stage does nothing
og.cmds.ChangePipelineStage(
graph=graph, new_pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION
)
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
# -------------------------------------------------------------------------
async def next_frame(self, node) -> bool:
"""Helper method that ticks the next frame, returning how many times the node was ticked"""
start_count = node.get_compute_count()
await omni.kit.app.get_app().next_update_async()
end_count = node.get_compute_count()
return end_count - start_count
# -------------------------------------------------------------------------
async def test_evaluation_modes_command(self):
"""Test evaluation modes using instanced and non-instanced graphs"""
_graph_path = "/World/TestGraph"
__graph_count = 0
def create_simple_graph(path) -> Tuple[og.Graph, List[og.Node]]:
nonlocal __graph_count
controller = og.Controller()
keys = og.Controller.Keys
(graph, nodes, _, _) = controller.edit(
f"{path}_{__graph_count}",
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
]
},
)
__graph_count += 1
return (graph, nodes)
def create_graph_instance(name: str, graph: og.Graph) -> Usd.Prim:
"""Creates an instance of the given graph"""
stage = omni.usd.get_context().get_stage()
prim = stage.DefinePrim(name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim.GetPath(), graph.get_path_to_graph())
return prim
stage = omni.usd.get_context().get_stage()
(graph, nodes) = create_simple_graph(_graph_path)
timeline = omni.timeline.get_timeline_interface()
timeline.set_target_framerate(timeline.get_time_codes_per_seconds())
timeline.set_start_time(0)
timeline.set_end_time(1000)
timeline.play()
node = nodes[0]
self.assertEquals(graph.evaluation_mode, og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC)
# in standalone mode, the node should tick
ticks = await self.next_frame(node)
self.assertEquals(ticks, 1)
# in asset mode it should not
og.cmds.SetEvaluationMode(
graph=graph, new_evaluation_mode=og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_INSTANCED
)
ticks = await self.next_frame(node)
self.assertEquals(ticks, 0)
# create graph instances
prims = [create_graph_instance(f"/World/Prim{i}", graph) for i in range(0, 2)]
# automatic mode reference mode should evaluate once (vectorized) for all instances
# the returned compute count should be equal to the number of instances though
expected_instanced_ticks = 2
ticks = await self.next_frame(node)
self.assertEquals(ticks, expected_instanced_ticks)
og.cmds.SetEvaluationMode(
graph=graph, new_evaluation_mode=og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC
)
ticks = await self.next_frame(node)
self.assertEquals(ticks, expected_instanced_ticks)
# standalone mode should run itself and not the prims
og.cmds.SetEvaluationMode(
graph=graph, new_evaluation_mode=og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE
)
ticks = await self.next_frame(node)
self.assertEquals(ticks, 1)
# delete the prims, standalone should now run
for p in prims:
stage.RemovePrim(p.GetPath())
ticks = await self.next_frame(node)
self.assertEquals(ticks, 1)
omni.timeline.get_timeline_interface().stop()
# ----------------------------------------------------------------------
async def test_evaluation_modes_command_undo_redo(self):
"""Tests the evaluation mode command has the correct value when undo and redo are applied"""
controller = og.Controller()
(graph, _, _, _) = controller.edit("/TestGraph")
# validate the correct default
default_value = og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC
self.assertEquals(graph.evaluation_mode, og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC)
for value in [
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC,
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE,
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_INSTANCED,
]:
og.cmds.SetEvaluationMode(graph=graph, new_evaluation_mode=value)
self.assertEquals(graph.evaluation_mode, value)
omni.kit.undo.undo()
self.assertEquals(graph.evaluation_mode, default_value)
omni.kit.undo.redo()
self.assertEquals(graph.evaluation_mode, value)
omni.kit.undo.undo()
self.assertEquals(graph.evaluation_mode, default_value)
# ----------------------------------------------------------------------
async def test_variable_commands(self):
controller = og.Controller()
(graph, _, _, _) = controller.edit("/TestGraph")
variable_name = "TestVariable"
og.cmds.CreateVariable(
graph=graph,
variable_name=variable_name,
variable_type=og.Type(og.BaseDataType.INT),
graph_context=graph.get_default_graph_context(),
variable_value=5,
)
variable = graph.find_variable(variable_name)
self.assertTrue(variable is not None)
self.assertTrue(variable.valid)
self.assertEqual(variable.type, og.Type(og.BaseDataType.INT))
self.assertEqual(og.Controller.get_variable_default_value(variable), 5)
# undo the command and verify that the variable is no longer in the graph
omni.kit.undo.undo()
variable = graph.find_variable(variable_name)
self.assertTrue(variable is None)
# redo the command and verify that the variable has been restored in the graph
omni.kit.undo.redo()
variable = graph.find_variable(variable_name)
self.assertTrue(variable is not None)
self.assertTrue(variable.valid)
self.assertEqual(variable.type, og.Type(og.BaseDataType.INT))
self.assertEqual(og.Controller.get_variable_default_value(variable), 5)
test_tooltip = "test tooltip"
og.cmds.SetVariableTooltip(variable=variable, tooltip=test_tooltip)
self.assertEqual(variable.tooltip, test_tooltip)
# undo the command and verify that the variable tooltip is cleared
omni.kit.undo.undo()
self.assertEqual(variable.tooltip, "")
# redo the command and verify that the variable tooltip is restored
omni.kit.undo.redo()
self.assertEqual(variable.tooltip, test_tooltip)
og.cmds.RemoveVariable(graph=graph, variable=variable, graph_context=graph.get_default_graph_context())
variable = graph.find_variable(variable_name)
self.assertTrue(variable is None)
# undo the command and verify that the variable has been restored in the graph
omni.kit.undo.undo()
variable = graph.find_variable(variable_name)
self.assertTrue(variable is not None)
self.assertTrue(variable.valid)
self.assertEqual(variable.type, og.Type(og.BaseDataType.INT))
self.assertEqual(og.Controller.get_variable_default_value(variable), 5)
# redo the command and verify that the variable is no longer in the graph
omni.kit.undo.redo()
variable = graph.find_variable(variable_name)
self.assertTrue(variable is None)
# ----------------------------------------------------------------------
async def test_change_pipeline_stage(self):
"""
Test the ChangePipelineStageCommand
"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, create_nodes, _, _) = controller.edit(
"/World/TestGraph",
{
keys.EXPOSE_PRIMS: [
(og.Controller.PrimExposureType.AS_WRITABLE, "/World/Cube", "Write"),
],
keys.CREATE_PRIMS: [
("/World/Cube", {"size": ("int", 1)}),
],
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
("Read", "omni.graph.nodes.ReadPrimsBundle"),
("ExtractPrim", "omni.graph.nodes.ExtractPrim"),
("ExtractBundle", "omni.graph.nodes.ExtractBundle"),
],
keys.SET_VALUES: [("ExtractPrim.inputs:primPath", "/World/Cube")],
keys.CONNECT: [
("Read.outputs_primsBundle", "ExtractPrim.inputs:prims"),
("ExtractPrim.outputs_primBundle", "ExtractBundle.inputs:bundle"),
],
},
)
stage = omni.usd.get_context().get_stage()
input_prim_prop = stage.GetPropertyAtPath("/World/TestGraph/Read.inputs:prims")
omni.kit.commands.execute("AddRelationshipTarget", relationship=input_prim_prop, target="/World/Cube")
await controller.evaluate(graph)
# check the correctness of the output bundles
read_node = create_nodes[1]
extract_prim = create_nodes[2]
extract_node = create_nodes[3]
# IBundle2 factory
factory = og.IBundleFactory.create()
# Read Prim outputs multiple primitives in bundle
read_bundle = graph.get_default_graph_context().get_output_bundle(read_node, "outputs_primsBundle")
self.assertTrue(read_bundle.is_valid())
read_bundle2 = factory.get_bundle(graph.get_default_graph_context(), read_bundle)
self.assertTrue(read_bundle2.valid)
# check number of children from Read Prim
self.assertEqual(read_bundle2.get_child_bundle_count(), 1)
# Extract Bundle gets content of the child bundle from Read Prim
extract_bundle = graph.get_default_graph_context().get_bundle(
"/World/TestGraph/ExtractBundle/outputs_passThrough"
)
self.assertTrue(extract_bundle.is_valid())
extract_bundle2 = factory.get_bundle(graph.get_default_graph_context(), extract_bundle)
self.assertTrue(extract_bundle2.valid)
extract_bundle = graph.get_default_graph_context().get_output_bundle(extract_node, "outputs_passThrough")
self.assertTrue(extract_bundle.is_valid())
extract_bundle2 = factory.get_bundle(graph.get_default_graph_context(), extract_bundle)
self.assertTrue(extract_bundle2.valid)
# Check number of children and attributes for Extract Bundle
self.assertEqual(extract_bundle2.get_child_bundle_count(), 0)
attrib_names = extract_bundle2.get_attribute_names()
self.assertTrue(len(attrib_names) > 0)
extract_node_controller = og.Controller(og.Controller.attribute("inputs:primPath", extract_prim))
controller.edit(
"/World/TestGraph",
{
keys.CONNECT: [
("ExtractBundle.outputs:size", "Add.inputs:a"),
("ExtractBundle.outputs:size", "Add.inputs:b"),
("Add.outputs:sum", "Write.inputs:size"),
]
},
)
extract_node = create_nodes[3]
extract_node_controller = og.Controller(og.Controller.attribute("outputs:size", extract_node))
# Initially the graph is in simulation pipeline stage
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
# Check that graph.evaluate() causes graph evaluation
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 1)
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 2)
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 4)
# Check that omni.kit.app.get_app().next_update_async() also causes graph evaluation
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 8)
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 16)
# Now change the pipeline stage to on-demand
og.cmds.ChangePipelineStage(graph=graph, new_pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND)
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND)
# Check that graph.evaluate() still causes graph evaluation
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 32)
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 64)
# Check that omni.kit.app.get_app().next_update_async() does NOT cause graph evaluation
# because the graph is in on-demand pipeline stage
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 64)
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 64)
# Undo the command to go back to the simulation pipeline stage
omni.kit.undo.undo()
omni.kit.undo.undo()
omni.kit.undo.undo()
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
# Check that graph.evaluate() causes graph evaluation
graph.evaluate()
self.assertEqual(extract_node_controller.get(), 128)
# Check that omni.kit.app.get_app().next_update_async() also causes graph evaluation
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 256)
# ----------------------------------------------------------------------
async def test_ondemand_pipeline(self):
"""
test the on-demand pipeline stage. The on-demand pipeline stage allows graphs to be added to it that tick at
unknown times instead of the fixed times of graph evaluation of other named stages. So here we will create
some graphs in the stage, and manually evaluate it to make sure it works.
"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
orchestration_graphs = og.get_global_orchestration_graphs()
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND
)
self.assertEqual(len(orchestration_graphs), 1)
self.assertEqual(orchestration_graphs[0].get_path_to_graph(), "/__onDemandRootGraph")
self.assertEqual(
orchestration_graphs[0].get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND
)
self.assertEqual(orchestration_graphs[0].get_graph_backing_type(), og.GraphBackingType.GRAPH_BACKING_TYPE_NONE)
orchestration_graph = orchestration_graphs[0]
(result, wrapper_node) = og.cmds.CreateGraphAsNode(
graph=orchestration_graph,
node_name="my_push_graph",
graph_path="/World/my_push_graph",
evaluator_name="push",
is_global_graph=True,
backed_by_usd=True,
fc_backing_type=og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND,
)
self.assertTrue(result)
self.assertTrue(wrapper_node.is_valid())
self.assertEqual(wrapper_node.get_prim_path(), "/__onDemandRootGraph/_World_my_push_graph")
wrapped_graph = wrapper_node.get_wrapped_graph()
self.assertTrue(wrapped_graph.is_valid())
self.assertEqual(wrapped_graph.get_path_to_graph(), "/World/my_push_graph")
self.assertEqual(wrapped_graph.get_graph_backing_type(), og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED)
self.assertEqual(wrapped_graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND)
controller = og.Controller()
keys = og.Controller.Keys
cube_prim = ogts.create_cube(stage, "Cube", (1, 1, 1))
(graph, (_, write_node, _, _, extract_node), _, _) = controller.edit(
"/World/my_push_graph",
{
keys.CREATE_NODES: [
("Read", "omni.graph.nodes.ReadPrims"),
("Write", "omni.graph.nodes.WritePrim"),
("Add", "omni.graph.nodes.Add"),
("ExtractPrim", "omni.graph.nodes.ExtractPrim"),
("ExtractBundle", "omni.graph.nodes.ExtractBundle"),
],
keys.CONNECT: [
("Read.outputs_primsBundle", "ExtractPrim.inputs:prims"),
("ExtractPrim.outputs_primBundle", "ExtractBundle.inputs:bundle"),
],
keys.SET_VALUES: [
("ExtractPrim.inputs:primPath", str(cube_prim.GetPath())),
],
},
)
wrapped_graph.evaluate()
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath("/World/my_push_graph/Read.inputs:prims"),
target=cube_prim.GetPath(),
)
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath("/World/my_push_graph/Write.inputs:prim"),
target=cube_prim.GetPath(),
)
wrapped_graph.evaluate()
# node:type
# node:typeVersion
# inputs:bundle
# outputs: passThrough
n_static_attribs_extract = 4
# Check we have the expected dynamic attrib on ExtractBundle
attribs = extract_node.get_attributes()
bundle = wrapped_graph.get_default_graph_context().get_output_bundle(extract_node, "outputs_passThrough")
self.assertTrue(bundle.is_valid())
self.assertEqual(len(attribs) - n_static_attribs_extract, bundle.get_attribute_data_count())
found_size_attrib = False
for attrib in attribs:
if attrib.get_name() == "outputs:size" and attrib.get_resolved_type().base_type == og.BaseDataType.DOUBLE:
found_size_attrib = True
self.assertTrue(found_size_attrib)
# Check we have the expected dynamic attrib on WritePrim
attribs = write_node.get_attributes()
found_size_attrib = False
for attrib in attribs:
if attrib.get_name() == "inputs:size" and attrib.get_resolved_type().base_type == og.BaseDataType.DOUBLE:
found_size_attrib = True
self.assertTrue(found_size_attrib)
# check that evaluations propagate in a read/write cycle as expected
controller.edit(
graph,
{
keys.CONNECT: [
("/World/my_push_graph/ExtractBundle.outputs:size", "/World/my_push_graph/Add.inputs:a"),
("/World/my_push_graph/ExtractBundle.outputs:size", "/World/my_push_graph/Add.inputs:b"),
("/World/my_push_graph/Add.outputs:sum", "/World/my_push_graph/Write.inputs:size"),
]
},
)
wrapped_graph.evaluate()
extract_node_controller = og.Controller(og.Controller.attribute("outputs:size", extract_node))
self.assertEqual(extract_node_controller.get(), 1)
wrapped_graph.evaluate()
self.assertEqual(extract_node_controller.get(), 2)
wrapped_graph.evaluate()
self.assertEqual(extract_node_controller.get(), 4)
# Verify that the graph is not still evaluating while we are not pumping the evaluate
# OM-4258
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 4)
await omni.kit.app.get_app().next_update_async()
self.assertEqual(extract_node_controller.get(), 4)
# ----------------------------------------------------------------------
async def test_ondemand_pipeline_part_two(self):
"""
More validation tests for the on-demand pipeline stage. This test was added
as part of the changes described in OM-87603 to ensure that the pipeline stage
behaves correctly now that it is executed via the EF code path (as opposed to
utilizing the legacy schedulers).
"""
# Define a utility method for creating a simple graph of variable
# evaluator type and pipeline stage.
def create_graph(graph_path: str, evaluator_name: str, pipeline: og.GraphPipelineStage):
"""Create a simple graph that increments a counter on a node every time the graph ticks."""
(graph, nodes, _, _) = og.Controller.edit(
{"graph_path": graph_path, "evaluator_name": evaluator_name},
{
og.Controller.Keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Counter", "omni.graph.action.Counter"),
],
og.Controller.Keys.SET_VALUES: [("OnTick.inputs:onlyPlayback", False)],
og.Controller.Keys.CONNECT: ("OnTick.outputs:tick", "Counter.inputs:execIn"),
},
)
og.cmds.ChangePipelineStage(graph=graph, new_pipeline_stage=pipeline)
self.assertEqual(graph.get_pipeline_stage(), pipeline)
return graph, nodes
# Currently-supported pipeline stages.
pipeline_stages = [
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION,
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_PRERENDER,
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_POSTRENDER,
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND,
]
# Create a push graph that subscribes to the on-demand pipeline.
# Doing so should result in the initial population of the OnDemand
# stage. Check that it only computes when an explicit request to do
# so is made, and that only the OnDemand orchestration graph has
# any graph nodes (in this case one).
_, push_nodes = create_graph("/PushGraph", "push", og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND)
push_out_cnt_attr = push_nodes[1].get_attribute("outputs:count")
await og.Controller.evaluate()
await og.Controller.evaluate()
await og.Controller.evaluate()
self.assertEqual(push_out_cnt_attr.get(), 3)
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(push_out_cnt_attr.get(), 3)
for pipeline_stage in pipeline_stages:
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(pipeline_stage)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
if pipeline_stage == og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND:
self.assertEqual(len(orchestration_graph.get_nodes()), 1)
else:
self.assertEqual(len(orchestration_graph.get_nodes()), 0)
# Confirm that newly added OnDemand graphs (after the initial population)
# will properly trigger a repopulation of the OnDemand stage to include
# those new graphs, thus allowing them to be executed. Also check that
# the OnDemand orchestration graph now has two graph nodes, while the others
# still have zero.
exec_graph, exec_nodes = create_graph(
"/ExecutionGraph", "execution", og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND
)
exec_out_cnt_attr = exec_nodes[1].get_attribute("outputs:count")
await og.Controller.evaluate()
await og.Controller.evaluate()
await og.Controller.evaluate()
self.assertEqual(push_out_cnt_attr.get(), 6)
self.assertEqual(exec_out_cnt_attr.get(), 3)
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(push_out_cnt_attr.get(), 6)
self.assertEqual(exec_out_cnt_attr.get(), 3)
for pipeline_stage in pipeline_stages:
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(pipeline_stage)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
if pipeline_stage == og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND:
self.assertEqual(len(orchestration_graph.get_nodes()), 2)
else:
self.assertEqual(len(orchestration_graph.get_nodes()), 0)
# Confirm that removing OnDemand graphs triggers a repopulation of the
# OnDemand stage that won't include those graphs, resulting in them
# no longer executing on an "on-demand" basis. Here we simply switch
# the pipeline stage of the exec_graph to be something other than
# OnDemand (Simulation). Check that both the Simulation and OnDemand
# orchestration graphs now have one graph node apiece.
og.cmds.ChangePipelineStage(
graph=exec_graph, new_pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION
)
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(push_out_cnt_attr.get(), 6)
self.assertEqual(exec_out_cnt_attr.get(), 6)
for pipeline_stage in pipeline_stages:
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(pipeline_stage)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
if pipeline_stage in (
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND,
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION,
):
self.assertEqual(len(orchestration_graph.get_nodes()), 1)
else:
self.assertEqual(len(orchestration_graph.get_nodes()), 0)
# Confirm that editing OnDemand graphs triggers a repopulation of
# the OnDemand stage, resulting in subsequent evaluations picking up
# on the new changes. Here we check for this by creating an OnDemand
# dirty_push graph and altering one of the underlying node connections
# halfway through the evaluation checks; this change should trigger
# a compute on the graph + should be picked up in the OnDemand pipeline.
# Also check that the OnDemand orchestration graph now has two graph nodes,
# while the Simulation orchestration graph still only has one.
_, dirty_push_nodes = create_graph(
"/DirtyPushGraph", "dirty_push", og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND
)
dirty_push_ontick_node = dirty_push_nodes[0]
dirty_push_counter_node = dirty_push_nodes[1]
dirty_push_out_cnt_attr = dirty_push_counter_node.get_attribute("outputs:count")
await og.Controller.evaluate()
await og.Controller.evaluate()
await og.Controller.evaluate()
self.assertEqual(push_out_cnt_attr.get(), 9)
self.assertEqual(exec_out_cnt_attr.get(), 9)
self.assertEqual(dirty_push_out_cnt_attr.get(), 1)
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(push_out_cnt_attr.get(), 9)
self.assertEqual(exec_out_cnt_attr.get(), 12)
self.assertEqual(dirty_push_out_cnt_attr.get(), 1)
og.Controller.disconnect(
dirty_push_ontick_node.get_attribute("outputs:tick"), dirty_push_counter_node.get_attribute("inputs:execIn")
)
await og.Controller.evaluate()
await og.Controller.evaluate()
await og.Controller.evaluate()
self.assertEqual(push_out_cnt_attr.get(), 12)
self.assertEqual(exec_out_cnt_attr.get(), 15)
self.assertEqual(dirty_push_out_cnt_attr.get(), 2)
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(push_out_cnt_attr.get(), 12)
self.assertEqual(exec_out_cnt_attr.get(), 18)
self.assertEqual(dirty_push_out_cnt_attr.get(), 2)
for pipeline_stage in pipeline_stages:
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(pipeline_stage)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
if pipeline_stage == og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND:
self.assertEqual(len(orchestration_graph.get_nodes()), 2)
elif pipeline_stage == og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION:
self.assertEqual(len(orchestration_graph.get_nodes()), 1)
else:
self.assertEqual(len(orchestration_graph.get_nodes()), 0)
# ----------------------------------------------------------------------
async def test_commands_with_group_undo_redo(self):
"""
Tests direct and indirect commands work as expected when grouped under a single undo,
including when nodes are created and destroyed
"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (_, _, add3, add4), _, _) = controller.edit(
"/World/Graph",
{
keys.CREATE_NODES: [
("Add1", "omni.graph.nodes.Add"),
("Add2", "omni.graph.nodes.Add"),
("Add3", "omni.graph.nodes.Add"),
("Add4", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Add1.outputs:sum", "Add2.inputs:a"),
],
},
)
og.cmds.DisableNode(node=add3)
with omni.kit.undo.group():
# add a new node
controller.create_node("/World/Graph/Constant", "omni.graph.nodes.ConstantInt", undoable=True)
node = graph.get_node("/World/Graph/Constant")
controller.set(node.get_attribute("inputs:value"), 2, undoable=True)
controller.connect("/World/Graph/Add1.outputs:sum", "/World/Graph/Add2.inputs:b", undoable=True)
controller.disconnect("/World/Graph/Add1.outputs:sum", "/World/Graph/Add2.inputs:a", undoable=True)
self.assertFalse(
controller.attribute("/World/Graph/Add1.outputs:sum").is_connected(
controller.attribute("/World/Graph/Add2.inputs:a")
)
)
og.cmds.EnableNode(node=add3)
og.cmds.DisableNode(node=add4)
controller.create_node("/World/Graph/Add5", "omni.graph.nodes.Add")
og.cmds.DisableNode(node=graph.get_node("/World/Graph/Add5"))
controller.delete_node("/World/Graph/Add2", update_usd=True, undoable=True)
for _ in range(0, 3):
graph = og.get_graph_by_path("/World/Graph")
self.assertTrue(graph.is_valid())
self.assertTrue(graph.get_node("/World/Graph/Constant").is_valid())
self.assertTrue(graph.get_node("/World/Graph/Add1").is_valid())
self.assertFalse(graph.get_node("/World/Graph/Add2").is_valid())
self.assertEqual(controller.get(controller.attribute("/World/Graph/Constant.inputs:value")), 2)
self.assertFalse(graph.get_node("/World/Graph/Add3").is_disabled())
self.assertTrue(graph.get_node("/World/Graph/Add4").is_disabled())
self.assertTrue(graph.get_node("/World/Graph/Add5").is_disabled())
omni.kit.undo.undo()
graph = og.get_graph_by_path("/World/Graph")
self.assertTrue(graph.is_valid())
self.assertFalse(graph.get_node("/World/Graph/Constant").is_valid())
self.assertTrue(graph.get_node("/World/Graph/Add1").is_valid())
self.assertTrue(graph.get_node("/World/Graph/Add2").is_valid())
self.assertTrue(graph.get_node("/World/Graph/Add3").is_disabled())
self.assertFalse(graph.get_node("/World/Graph/Add4").is_disabled())
self.assertFalse(graph.get_node("/World/Graph/Add5").is_valid())
omni.kit.undo.redo()
# ----------------------------------------------------------------------
async def test_create_graph_with_group_undo_redo(self):
"""
Tests that commands perform as expected when the graph creation is part of the
same undo group
"""
orchestration_graphs = og.get_global_orchestration_graphs_in_pipeline_stage(
og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION
)
self.assertEqual(len(orchestration_graphs), 1)
orchestration_graph = orchestration_graphs[0]
with omni.kit.undo.group():
(result, _) = og.cmds.CreateGraphAsNode(
graph=orchestration_graph,
node_name="my_push_graph",
graph_path="/World/Graph",
evaluator_name="push",
is_global_graph=True,
backed_by_usd=True,
fc_backing_type=og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
pipeline_stage=og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION,
evaluation_mode=og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE,
)
self.assertTrue(result)
graph = og.Controller.graph("/World/Graph")
og.cmds.CreateNode(
graph=graph,
node_path="/World/Graph/ConstantInt",
node_type="omni.graph.nodes.ConstantInt",
create_usd=True,
)
og.cmds.SetAttr(
attr=og.Controller.attribute("/World/Graph/ConstantInt.inputs:value"), value=5, update_usd=True
)
og.cmds.CreateNode(
graph=graph, node_path="/World/Graph/Add", node_type="omni.graph.nodes.Add", create_usd=True
)
og.cmds.ConnectAttrs(
src_attr="/World/Graph/ConstantInt.inputs:value", dest_attr="/World/Graph/Add.inputs:a", modify_usd=True
)
og.cmds.CreateVariable(
graph=graph,
variable_name="int_var",
variable_type=og.Type(og.BaseDataType.INT),
variable_value=5,
)
for _ in range(0, 3):
self.assertTrue(og.Controller.graph("/World/Graph").is_valid())
self.assertTrue(og.Controller.node("/World/Graph/ConstantInt").is_valid())
self.assertTrue(og.Controller.node("/World/Graph/Add").is_valid())
self.assertTrue(og.Controller.attribute("/World/Graph/ConstantInt.inputs:value").is_valid())
self.assertTrue(og.Controller.attribute("/World/Graph/Add.inputs:a").is_valid())
self.assertEquals(og.Controller.get(og.Controller.attribute("/World/Graph/ConstantInt.inputs:value")), 5)
self.assertTrue(
og.Controller.attribute("/World/Graph/Add.inputs:a").is_connected(
og.Controller.attribute("/World/Graph/ConstantInt.inputs:value")
)
)
context = og.Controller.graph("/World/Graph").get_default_graph_context()
self.assertEquals(og.Controller.variable("/World/Graph.graph:variable:int_var").get(context), 5)
omni.kit.undo.undo()
self.assertIsNone(og.Controller.graph("/World/Graph"))
with self.assertRaises(og.OmniGraphError):
_ = og.Controller.node("/World/Graph/ConstantInt")
with self.assertRaises(og.OmniGraphError):
_ = og.Controller.node("/World/Graph/Add")
with self.assertRaises(og.OmniGraphError):
_ = og.Controller.attribute("/World/Graph/ConstantInt.inputs:value")
with self.assertRaises(og.OmniGraphError):
_ = og.Controller.attribute("/World/Graph/Add.inputs:a")
omni.kit.undo.redo()
# ----------------------------------------------------------------------
async def test_resolve_attr_type_command(self):
"""Tests ResolveAttrTypeCommand"""
controller = og.Controller()
keys = controller.Keys
(_, (add1,), _, _) = controller.edit(
"/World/Graph",
{
keys.CREATE_NODES: [
("Add1", "omni.graph.nodes.Add"),
],
},
)
# Test undo-redo for simple type
unknown_t = controller.attribute_type("unknown")
a = controller.attribute("inputs:a", add1)
self.assertEqual(a.get_resolved_type(), unknown_t)
og.cmds.ResolveAttrType(attr=a, type_id="int")
self.assertEqual(a.get_resolved_type(), controller.attribute_type("int"))
omni.kit.undo.undo()
self.assertEqual(a.get_resolved_type(), unknown_t)
omni.kit.undo.redo()
self.assertEqual(a.get_resolved_type(), controller.attribute_type("int"))
| 53,460 | Python | 46.690455 | 120 | 0.608137 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_context.py | """Basic tests of the graph context"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.kit.undo
import omni.usd
import omni.usd.commands
from pxr import Usd
class TestOmniGraphContext(ogts.OmniGraphTestCase):
"""Tests graph context functionality"""
TEST_GRAPH_PATH = "/TestGraph"
# ----------------------------------------------------------------------
async def test_graph_context_input_target_bundles(self):
"""
Tests that the getting the input target bundles on a graph context works correctly
"""
usd_context = omni.usd.get_context()
stage: Usd.Stage = usd_context.get_stage()
controller = og.Controller()
cube_prim = ogts.create_cube(stage, "Cube", (1, 0, 0))
cone_prim = ogts.create_cone(stage, "Cone", (0, 1, 0))
xform_prim = stage.DefinePrim("/Xform", "Xform")
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ReadCube", "omni.graph.nodes.ReadPrims"),
("ReadCone", "omni.graph.nodes.ReadPrims"),
("WritePrims", "omni.graph.nodes.WritePrimsV2"),
],
keys.CONNECT: [
("ReadCube.outputs_primsBundle", "WritePrims.inputs:primsBundle"),
("ReadCone.outputs_primsBundle", "WritePrims.inputs:primsBundle"),
],
},
)
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(f"{self.TEST_GRAPH_PATH}/ReadCube.inputs:prims"),
target=cube_prim.GetPath(),
)
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(f"{self.TEST_GRAPH_PATH}/ReadCone.inputs:prims"),
target=cone_prim.GetPath(),
)
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(f"{self.TEST_GRAPH_PATH}/WritePrims.inputs:prims"),
target=xform_prim.GetPath(),
)
await controller.evaluate(graph)
graph_context = graph.get_default_graph_context()
self.assertTrue(graph_context.is_valid())
write_prims_node = graph.get_node(f"{self.TEST_GRAPH_PATH}/WritePrims")
self.assertTrue(write_prims_node.is_valid())
read_cube_node = graph.get_node(f"{self.TEST_GRAPH_PATH}/ReadCube")
self.assertTrue(read_cube_node.is_valid())
read_cone_node = graph.get_node(f"{self.TEST_GRAPH_PATH}/ReadCone")
self.assertTrue(read_cone_node.is_valid())
write_prims_targets = graph_context.get_input_target_bundles(write_prims_node, "inputs:primsBundle")
self.assertEqual(len(write_prims_targets), 2)
[mbib0, mbib1] = write_prims_targets
self.assertEqual(mbib0.get_child_bundle_count(), 1)
self.assertEqual(mbib1.get_child_bundle_count(), 1)
[spib0] = mbib0.get_child_bundles()
[spib1] = mbib1.get_child_bundles()
source_prim_paths = [
spib0.get_attribute_by_name("sourcePrimPath").get(),
spib1.get_attribute_by_name("sourcePrimPath").get(),
]
# sort the paths because get_input_target_bundles does not define an ordering
source_prim_paths.sort()
self.assertEqual(source_prim_paths[0], "/Cone")
self.assertEqual(source_prim_paths[1], "/Cube")
| 3,603 | Python | 35.04 | 108 | 0.596725 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/__init__.py | """There is no public API to this module."""
__all__ = []
scan_for_test_modules = True
"""The presence of this object causes the test runner to automatically scan the directory for unit test cases"""
| 201 | Python | 32.666661 | 112 | 0.716418 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_reparent_graph.py | """Tests reparenting workflows"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
# ======================================================================
class TestReparentGraph(ogts.OmniGraphTestCase):
"""Run tests that exercises the reparenting of graph and checks that fabric is cleaned up properly
this is separate from test_rename_and_reparent.py tests because of different settings need
via OmniGraphDefaultTestCase in order for legacy prims to be added to fabric.
"""
async def test_reparent_fabric(self):
"""Test basic reparenting a graph back away and then back to original parent."""
flags = []
world_graph_key = '"/World/ActionGraph"'
xform_graph_key = '"/World/Xform/ActionGraph"'
# Load the test scene which has /World/ActionGraph and /World/Xform
(result, error) = await ogts.load_test_file("TestReparentGraph.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
# Verify that fabric has "/World/ActionGraph" and not "/World/Xform/ActionGraph"
self.assertEqual(len(og.get_compute_graph_contexts()), 1)
ctx = og.get_compute_graph_contexts()[0]
post_load_fabric = og.OmniGraphInspector().as_json(ctx, flags=flags)
self.assertTrue(post_load_fabric.find(world_graph_key) >= 0)
self.assertTrue(post_load_fabric.find(xform_graph_key) == -1)
# Reparent the graph to the Xform
omni.kit.commands.execute("MovePrim", path_from="/World/ActionGraph", path_to="/World/Xform/ActionGraph")
await omni.kit.app.get_app().next_update_async()
# Verify that fabric no longer has "/World/ActionGraph" and now has "/World/Xform/ActionGraph"
self.assertEqual(len(og.get_compute_graph_contexts()), 1)
ctx = og.get_compute_graph_contexts()[0]
post_reparent_to_xform_fabric = og.OmniGraphInspector().as_json(ctx, flags=flags)
self.assertTrue(post_reparent_to_xform_fabric.find(world_graph_key) == -1)
self.assertTrue(post_reparent_to_xform_fabric.find(xform_graph_key) >= 0)
| 2,139 | Python | 47.636363 | 113 | 0.670407 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_abi_attribute.py | """Runs tests on the ABIs in the Python bindings"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import usdrt
from pxr import Sdf, Usd
# ==============================================================================================================
class TestAttributePythonBindings(ogts.OmniGraphTestCase):
async def test_abi(self):
"""Tests that the bindings for omni.graph.core.Attribute operate as expected"""
interface = og.Attribute
ogts.validate_abi_interface(
interface,
instance_methods=[
"connect",
"connectEx",
"connectPrim",
"deprecation_message",
"disconnect",
"disconnectPrim",
"get_all_metadata",
"get_array",
"get_attribute_data",
"get_disable_dynamic_downstream_work",
"get_downstream_connection_count",
"get_downstream_connections_info",
"get_downstream_connections",
"get_extended_type",
"get_handle",
"get_metadata_count",
"get_metadata",
"get_name",
"get_node",
"get_path",
"get_port_type",
"get_resolved_type",
"get_type_name",
"get_union_types",
"get_upstream_connection_count",
"get_upstream_connections_info",
"get_upstream_connections",
"get",
"is_array",
"is_compatible",
"is_connected",
"is_deprecated",
"is_dynamic",
"is_runtime_constant",
"is_valid",
"register_value_changed_callback",
"set_default",
"set_disable_dynamic_downstream_work",
"set_metadata",
"set_resolved_type",
"set",
"update_attribute_value",
],
static_methods=[
"ensure_port_type_in_name",
"get_port_type_from_name",
"remove_port_type_from_name",
"write_complete",
],
properties=[
"gpu_ptr_kind",
"is_optional_for_compute",
],
constants=[
("resolved_prefix", str),
],
)
# TODO: Now that we've confirmed the functions exist we also need to confirm that they work
# --------------------------------------------------------------------------------------------------------------
async def test_constants(self):
"""Test that the constants in the Attribute interface work as expected"""
self.assertEqual(og.Attribute.resolved_prefix, "__resolved_")
# --------------------------------------------------------------------------------------------------------------
async def test_properties(self):
"""Test that the properties in the Attribute interface work as expected"""
(_, (node,), _, _) = og.Controller.edit(
"/TestGraph", {og.Controller.Keys.CREATE_NODES: ("TestNode", "omni.graph.test.PerturbPointsGpu")}
)
attr_points = og.Controller.attribute("inputs:points", node)
self.assertEqual(attr_points.gpu_ptr_kind, og.PtrToPtrKind.NA)
attr_points.gpu_ptr_kind = og.PtrToPtrKind.GPU
self.assertEqual(attr_points.gpu_ptr_kind, og.PtrToPtrKind.GPU)
self.assertFalse(attr_points.is_optional_for_compute)
attr_points.is_optional_for_compute = True
self.assertTrue(attr_points.is_optional_for_compute)
# --------------------------------------------------------------------------------------------------------------
async def test_static_methods(self):
"""Test that the static methods of the Attribute interface work as expected"""
interface = og.Attribute
p_in = og.AttributePortType.INPUT
p_out = og.AttributePortType.OUTPUT
p_state = og.AttributePortType.STATE
# --------------------------------------------------------------------------------------------------------------
# Test Attribute.ensure_port_type_in_name
# Test data is a list of (expected_output, name_input, port_type, is_bundle)
test_data = [
("inputs:attr", "inputs:attr", p_in, False),
("outputs:attr", "outputs:attr", p_out, False),
("state:attr", "state:attr", p_state, False),
("inputs:attr", "inputs:attr", p_in, True),
("outputs_attr", "outputs_attr", p_out, True),
("state_attr", "state_attr", p_state, True),
("inputs:attr", "attr", p_in, False),
("outputs:attr", "attr", p_out, False),
("state:attr", "attr", p_state, False),
("inputs:attr", "attr", p_in, True),
("outputs_attr", "attr", p_out, True),
("state_attr", "attr", p_state, True),
("inputs:attr:first", "inputs:attr:first", p_in, False),
("outputs:attr:first", "outputs:attr:first", p_out, False),
("state:attr:first", "state:attr:first", p_state, False),
("inputs:attr:first", "inputs:attr:first", p_in, True),
("outputs_attr_first", "outputs_attr_first", p_out, True),
("state_attr_first", "state_attr_first", p_state, True),
]
for (expected, original, port_type, is_bundle) in test_data:
msg = f"ensure_port_type_in_name({expected}, {original}, {port_type}, {is_bundle})"
self.assertEqual(expected, interface.ensure_port_type_in_name(original, port_type, is_bundle), msg)
# --------------------------------------------------------------------------------------------------------------
# Test Attribute.get_port_type_from_name
# Test data is a list of (expected_result, name_input)
test_data = [
(og.AttributePortType.INPUT, "inputs:attr"),
(og.AttributePortType.OUTPUT, "outputs:attr"),
(og.AttributePortType.STATE, "state:attr"),
(og.AttributePortType.INPUT, "inputs:attr"),
(og.AttributePortType.OUTPUT, "outputs_attr"),
(og.AttributePortType.STATE, "state_attr"),
(og.AttributePortType.UNKNOWN, "input:attr"),
]
for (expected, original) in test_data:
msg = f"get_port_type_from_name({expected}, {original})"
self.assertEqual(expected, interface.get_port_type_from_name(original), msg)
# --------------------------------------------------------------------------------------------------------------
# Test Attribute.remove_port_type_from_name
# Test data is a list of (expected_output, name_input, port_type, is_bundle)
test_data = [
("attr", "inputs:attr", False),
("attr", "outputs:attr", False),
("attr", "state:attr", False),
("attr", "inputs:attr", True),
("attr", "outputs_attr", True),
("attr", "state_attr", True),
("attr", "attr", False),
("attr", "attr", False),
("attr", "attr", False),
("attr", "attr", True),
("attr", "attr", True),
("attr", "attr", True),
("attr:first", "inputs:attr:first", False),
("attr:first", "outputs:attr:first", False),
("attr:first", "state:attr:first", False),
("attr:first", "inputs:attr:first", True),
("attr_first", "outputs_attr_first", True),
("attr_first", "state_attr_first", True),
("input:attr", "input:attr", False),
("input:attr", "input:attr", True),
("output:attr", "output:attr", False),
("output_attr", "output_attr", True),
("attr", "attr", False),
("attr", "attr", True),
]
for (expected, original, is_bundle) in test_data:
msg = f"remove_port_type_from_name({expected}, {original}, {is_bundle})"
self.assertEqual(expected, interface.remove_port_type_from_name(original, is_bundle), msg)
# --------------------------------------------------------------------------------------------------------------
# Test Attribute.write_complete
# There's no easy way to judge that this worked as expected so instead just confirm that it returns okay
(_, (node,), _, _) = og.Controller.edit(
"/TestGraph", {og.Controller.Keys.CREATE_NODES: ("TestNode", "omni.graph.test.TestAllDataTypes")}
)
attrs = [
og.Controller.attribute(name, node) for name in ["outputs:a_bool", "outputs:a_float", "outputs:a_double"]
]
self.assertTrue(all(attr.is_valid() for attr in attrs))
interface.write_complete(attrs)
interface.write_complete(tuple(attrs))
# --------------------------------------------------------------------------------------------------------------
async def test_target_attribute_setting(self):
"""Tests various forms of setting an attribute with a target type"""
(_, (node,), _, _) = og.Controller.edit(
"/TestGraph",
{
og.Controller.Keys.CREATE_NODES: ("TestNode", "omni.graph.nodes.GetPrimPaths"),
og.Controller.Keys.CREATE_PRIMS: [("/World/Prim1", "Xform"), ("/World/Prim2", "Xform")],
},
)
attr = og.Controller.attribute("inputs:prims", node)
# string
og.Controller.set(attr, "/World/Prim1")
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim1")])
# Sdf.Path
og.Controller.set(attr, Sdf.Path("/World/Prim2"))
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim2")])
# usdrt.Sdf.Path
og.Controller.set(attr, usdrt.Sdf.Path("/World/Prim1"))
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim1")])
# string list
og.Controller.set(attr, ["/World/Prim1", "/World/Prim2"])
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim1"), usdrt.Sdf.Path("/World/Prim2")])
# Sdf.Path list
og.Controller.set(attr, [Sdf.Path("/World/Prim2"), Sdf.Path("/World/Prim1")])
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim2"), usdrt.Sdf.Path("/World/Prim1")])
# usdrt.Sdf.Path list
og.Controller.set(attr, [usdrt.Sdf.Path("/World/Prim1"), usdrt.Sdf.Path("/World/Prim2")])
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim1"), usdrt.Sdf.Path("/World/Prim2")])
# empty list
og.Controller.set(attr, [])
self.assertEqual(og.Controller.get(attr), [])
# mixed list
og.Controller.set(attr, [Sdf.Path("/World/Prim2"), "/World/Prim1"])
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path("/World/Prim2"), usdrt.Sdf.Path("/World/Prim1")])
# graph target path
og.Controller.set(attr, og.INSTANCING_GRAPH_TARGET_PATH)
self.assertEqual(og.Controller.get(attr), [usdrt.Sdf.Path(og.INSTANCING_GRAPH_TARGET_PATH)])
# validate non-sdf paths throw
omni.kit.commands.set_logging_enabled(False)
with self.assertRaises(og.OmniGraphError):
og.Controller.set(attr, 5)
with self.assertRaises(og.OmniGraphError):
og.Controller.set(attr, "!a non valid sdf path")
with self.assertRaises(og.OmniGraphError):
og.Controller.set(attr, ["/World/Prim1", 5])
with self.assertRaises(og.OmniGraphError):
og.Controller.set(attr, (usdrt.Sdf.Path("/World/Prim1"), usdrt.Sdf.Path("/World/Prim2")))
omni.kit.commands.set_logging_enabled(True)
# --------------------------------------------------------------------------------------------------------------
async def test_objectlookup_attribute_with_paths(self):
"""Tests that og.Controller.attribute works with both strings and Sdf.Path objects for all types"""
(_, (node,), _, _) = og.Controller.edit(
"/TestGraph", {og.Controller.Keys.CREATE_NODES: ("TestNode", "omni.graph.test.TestAllDataTypes")}
)
for attr in node.get_attributes():
if attr.get_port_type() not in (
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
):
continue
path = attr.get_path()
self.assertEquals(attr, og.Controller.attribute(str(path)))
self.assertEquals(attr, og.Controller.attribute(Sdf.Path(path)))
# --------------------------------------------------------------------------------------------------------------
async def test_objectlookup_usd_object_from_attributes(self):
"""Tests that og.ObjectLookup finds the correct usd object from an attribute"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_, (node,), _, _) = controller.edit(
"/TestGraph", {keys.CREATE_NODES: ("TestNode", "omni.graph.test.TestAllDataTypes")}
)
for attr in node.get_attributes():
port_type = attr.get_port_type()
if port_type not in (
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
):
continue
# the exception is bundle outputs. They are neither attributes nor relationships.
attribute_type = og.Controller.attribute_type(attr)
if (
port_type == og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
and attribute_type.role == og.AttributeRole.BUNDLE
):
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute(attr)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_relationship(attr)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_property(attr)
continue
# everything else is an attribute or relationship
path = attr.get_path()
usd_property = og.ObjectLookup.usd_property(attr)
self.assertTrue(usd_property.IsValid())
self.assertEqual(usd_property, og.ObjectLookup.usd_property(Sdf.Path(path)))
self.assertEqual(usd_property, og.ObjectLookup.usd_property(str(path)))
# validate the property is a relationship or an attribute and that the corresponding inverse calls fail
for item in [attr, Sdf.Path(path), str(path)]:
if isinstance(usd_property, Usd.Relationship):
self.assertEqual(usd_property, og.ObjectLookup.usd_relationship(item))
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute(item)
else:
self.assertEqual(usd_property, og.ObjectLookup.usd_attribute(item))
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_relationship(item)
| 15,477 | Python | 46.771605 | 120 | 0.519481 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_subgraphs.py | """Tests relating to management of OmniGraph graphs and subgraphs"""
import tempfile
from pathlib import Path
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit
import omni.usd
class TestOmniGraphSubgraphs(ogts.OmniGraphTestCase):
async def test_execution_subgraph_in_push_graph(self):
"""Verify the push evaluator ticks the execution subgraph"""
controller = og.Controller()
keys = og.Controller.Keys
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
(graph, _, _, _) = controller.edit("/World/TestGraph")
subgraph_path = "/World/TestGraph/exec_sub"
graph.create_subgraph(subgraph_path, evaluator="execution")
subgraph = graph.get_subgraph(subgraph_path)
self.assertTrue(subgraph.is_valid())
controller.edit(
subgraph,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("FlipFlop", "omni.graph.action.FlipFlop"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: ("Prim1", {"attrBool": ("bool", False)}),
keys.CONNECT: [
("OnTick.outputs:tick", "FlipFlop.inputs:execIn"),
("FlipFlop.outputs:a", "Set.inputs:execIn"),
("FlipFlop.outputs:b", "Set.inputs:execIn"),
("FlipFlop.outputs:isA", "Set.inputs:value"),
],
keys.SET_VALUES: [
("Set.inputs:primPath", "/Prim1"),
("Set.inputs:name", "attrBool"),
("Set.inputs:usePath", True),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await og.Controller.evaluate()
sub_ff_node = subgraph_path + "/FlipFlop"
sub_flipflop_node = subgraph.get_node(sub_ff_node)
self.assertTrue(sub_flipflop_node.is_valid())
# Check the flip-flop is being toggled and that attribs are being flushed to USD
ff_state_0 = og.Controller.get(controller.attribute("outputs:isA", sub_ff_node))
self.assertEqual(stage.GetPropertyAtPath("/Prim1.attrBool").Get(), ff_state_0)
await og.Controller.evaluate()
ff_state_1 = og.Controller.get(controller.attribute("outputs:isA", sub_ff_node))
self.assertNotEqual(ff_state_0, ff_state_1)
self.assertEqual(stage.GetPropertyAtPath("/Prim1.attrBool").Get(), ff_state_1)
# --------------------------------------------------------------------------------------------------------------
async def test_multiple_schema_root_graphs(self):
"""Check that a configuration with more than one root level graph can be created, saved, and loaded.
This test creates three root-level graphs and then executes all of them to confirm that they are working
properly. Each graph is a simple addition sequence, where one is an action graph to confirm that different
graphs can use different evaluators.
Const1 ---v
Add ---> SimpleData
Const2 ---^
OnTick --> Counter
"""
keys = og.Controller.Keys
(graph_1, (const_nodea_1, const_nodeb_1, _, simple_data_node_1), _, _) = og.Controller.edit(
"/Graph1",
{
keys.CREATE_NODES: [
("ConstA", "omni.graph.nodes.ConstantInt"),
("ConstB", "omni.graph.nodes.ConstantInt"),
("Add", "omni.graph.nodes.Add"),
("SimpleData", "omni.graph.tutorials.SimpleData"),
],
keys.CONNECT: [
("ConstA.inputs:value", "Add.inputs:a"),
("ConstB.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "SimpleData.inputs:a_int"),
],
keys.SET_VALUES: [
("ConstA.inputs:value", 3),
("ConstB.inputs:value", 7),
],
},
)
simple_data_node_1_path = simple_data_node_1.get_prim_path()
graph_1_path = graph_1.get_path_to_graph()
(graph_2, (const_nodea_2, const_nodeb_2, _, simple_data_node_2), _, _) = og.Controller.edit(
"/Graph2",
{
keys.CREATE_NODES: [
("ConstA", "omni.graph.nodes.ConstantInt"),
("ConstB", "omni.graph.nodes.ConstantInt"),
("Add", "omni.graph.nodes.Add"),
("SimpleData", "omni.graph.tutorials.SimpleData"),
],
keys.CONNECT: [
("ConstA.inputs:value", "Add.inputs:a"),
("ConstB.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "SimpleData.inputs:a_int"),
],
keys.SET_VALUES: [
("ConstA.inputs:value", 33),
("ConstB.inputs:value", 77),
],
},
)
simple_data_node_2_path = simple_data_node_2.get_prim_path()
graph_2_path = graph_2.get_path_to_graph()
(graph_3, (ontick_node, counter_node), _, _) = og.Controller.edit(
{
"graph_path": "/Graph3",
"evaluator_name": "execution",
},
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Counter", "omni.graph.action.Counter"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "Counter.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
],
},
)
counter_node_path = counter_node.get_prim_path()
graph_3_path = graph_3.get_path_to_graph()
# ==============================================================================================================
# OM-52190 specifies work that will prevent the need for this temporary setting. Without it, the values being
# set onto the attributes will not be part of USD, and hence will not be saved out to the file,
# causing the second half of the test to fail.
stage = omni.usd.get_context().get_stage()
stage.GetPrimAtPath(const_nodea_1.get_prim_path()).GetAttribute("inputs:value").Set(3)
stage.GetPrimAtPath(const_nodeb_1.get_prim_path()).GetAttribute("inputs:value").Set(7)
stage.GetPrimAtPath(const_nodea_2.get_prim_path()).GetAttribute("inputs:value").Set(33)
stage.GetPrimAtPath(const_nodeb_2.get_prim_path()).GetAttribute("inputs:value").Set(77)
stage.GetPrimAtPath(ontick_node.get_prim_path()).GetAttribute("inputs:onlyPlayback").Set(False)
# ==============================================================================================================
await og.Controller.evaluate([graph_1, graph_2, graph_3])
self.assertEqual(og.Controller(("inputs:a_int", simple_data_node_1)).get(), 10)
self.assertEqual(og.Controller(("inputs:a_int", simple_data_node_2)).get(), 110)
self.assertTrue(og.Controller(("state:count", counter_node)).get() > 0)
with tempfile.TemporaryDirectory() as tmpdirname:
await omni.kit.app.get_app().next_update_async()
# save the file
tmp_file_path = Path(tmpdirname) / "tmp.usda"
result = omni.usd.get_context().save_as_stage(str(tmp_file_path))
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload the file back
(result, error) = await ogts.load_test_file(str(tmp_file_path))
self.assertTrue(result, error)
graph_1 = og.get_graph_by_path(graph_1_path)
graph_2 = og.get_graph_by_path(graph_2_path)
graph_3 = og.get_graph_by_path(graph_3_path)
simple_data_node_1 = og.get_node_by_path(simple_data_node_1_path)
simple_data_node_2 = og.get_node_by_path(simple_data_node_2_path)
counter_node = og.get_node_by_path(counter_node_path)
self.assertIsNotNone(simple_data_node_1)
self.assertIsNotNone(simple_data_node_2)
self.assertIsNotNone(counter_node)
await og.Controller.evaluate([graph_1, graph_2, graph_3])
self.assertEqual(og.Controller(("inputs:a_int", simple_data_node_1)).get(), 10)
self.assertEqual(og.Controller(("inputs:a_int", simple_data_node_2)).get(), 110)
self.assertTrue(og.Controller(("state:count", counter_node)).get() > 0)
| 8,800 | Python | 44.601036 | 120 | 0.531023 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_commands.py | """Tests for the various OmniGraph commands"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.usd
class TestOmniGraphCommands(ogts.OmniGraphTestCase):
# ----------------------------------------------------------------------
async def test_disable_node_command(self):
# The basic idea of the test is as follows:
# We load up the TestTranslatingCube.usda file, which has a cube
# that continually moves in X. We make sure first the
# node is working, and then we disable the node. Once we do
# that, we make sure cube no longer move as the node should be
# disabled.
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = og.get_graph_by_path("/World/moveX")
# make sure the box and the attribute we expect are there.
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube_prim = stage.GetPrimAtPath("/World/Cube")
translate_attr = cube_prim.GetAttribute("xformOp:translate")
self.assertTrue(translate_attr.IsValid())
# !!make a copy as the above is a reference of the data, that will change the next frame!!
translate = translate_attr.Get()
t0 = translate[0]
# wait 1 frame
await omni.kit.app.get_app().next_update_async()
# get the updated cube position and make sure it moved
translate = translate_attr.Get()
t1 = translate[0]
diff = abs(t1 - t0)
self.assertGreater(diff, 0.1)
# disable the node
subtract_node = graph.get_node("/World/moveX/subtract")
# we're piggy backing off this test to also test that the inputs and outputs of this node are
# properly categorized (so this part is separate from the main test)
input_attr = subtract_node.get_attribute("inputs:a")
self.assertEqual(input_attr.get_port_type(), og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
output_attr = subtract_node.get_attribute("outputs:out")
self.assertEqual(output_attr.get_port_type(), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
og.cmds.DisableNode(node=subtract_node)
# wait another frame, but this time make sure there is no moving of the cube
await omni.kit.app.get_app().next_update_async()
translate = translate_attr.Get()
diff = abs(translate[0] - t1)
self.assertEqual(diff, 0, 0.01)
# ----------------------------------------------------------------------
async def verify_example_graph_disabled(self):
"""
basic idea behind this test: load up the translating cubes sample. The file is set
initially such that the graph is disabled. We'll run the command to enable
and disable the graph a bunch of times, each time checking the position of
the moving cube.
"""
graph = og.get_all_graphs()[0]
self.assertTrue(graph.is_disabled())
translate_attr = og.Controller.usd_attribute("/World/Cube.xformOp:translate")
# initial position of cube should have x = 0.0. Since the graph is initially
# disabled, this should remain the case:
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], 0.0, places=1)
og.cmds.EnableGraph(graph=graph)
self.assertFalse(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -1.0, places=1)
omni.kit.undo.undo()
self.assertTrue(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -1.0, places=1)
omni.kit.undo.redo()
self.assertFalse(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -2.0, places=1)
og.cmds.DisableGraph(graph=graph)
self.assertTrue(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -2.0, places=1)
omni.kit.undo.undo()
self.assertFalse(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -3.0, places=1)
omni.kit.undo.redo()
self.assertTrue(graph.is_disabled())
await og.Controller.evaluate()
translate = translate_attr.Get()
self.assertAlmostEqual(translate[0], -3.0, places=1)
# ----------------------------------------------------------------------
async def verify_example_graph_rename(self):
"""
This test checks if renaming a graph will update the scene properly and
keep the USD scene, the graph, and the fabric are in sync throughout
two different renaming commands and their undos.
"""
graph_path = "/World/moveX"
renamed_path = f"{graph_path}Renamed"
graph = og.Controller.graph(graph_path)
self.assertTrue(graph.is_valid())
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube_prim = stage.GetPrimAtPath("/World/Cube")
translate_attr = cube_prim.GetAttribute("xformOp:translate")
self.assertTrue(translate_attr.IsValid())
# verify graph updates at the beginning
await og.Controller.evaluate()
translate = og.Controller.get(og.Controller.attribute(f"{graph_path}/compose.outputs:double3"))
self.assertAlmostEqual(translate[0], -3.0, places=1)
# Rename using MovePrimCommand
omni.kit.commands.execute("MovePrim", path_from=graph_path, path_to=renamed_path)
await omni.kit.app.get_app().next_update_async()
graph = og.Controller.graph(graph_path)
self.assertTrue(graph is None or not graph.is_valid())
graph = og.Controller.graph(renamed_path)
self.assertTrue(graph.is_valid())
# verify graph update after rename
translate = og.Controller.get(og.Controller.attribute(f"{renamed_path}/compose.outputs:double3"))
self.assertAlmostEqual(translate[0], -4.0, places=1)
# verify graph update after undo
omni.kit.undo.undo()
await omni.kit.app.get_app().next_update_async()
graph = og.Controller.graph(renamed_path)
self.assertTrue(graph is None or not graph.is_valid())
graph = og.Controller.graph(graph_path)
self.assertTrue(graph.is_valid())
translate = og.Controller.get(og.Controller.attribute(f"{graph_path}/compose.outputs:double3"))
self.assertAlmostEqual(translate[0], -5.0, places=1)
# ----------------------------------------------------------------------
async def test_rename_graph_command(self):
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
await self.verify_example_graph_rename()
# ----------------------------------------------------------------------
async def test_set_attr_command_v2(self):
(result, error) = await ogts.load_test_file("TestTranslatingCube.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = og.get_graph_by_path("/World/moveX")
subtract_node = graph.get_node("/World/moveX/subtract")
b_attr = subtract_node.get_attribute("inputs:b")
og.cmds.SetAttr(attr=b_attr, value=8.8)
value = og.Controller.get(b_attr)
self.assertAlmostEqual(value, 8.8, places=2)
# Test is flaky. Disable this part for now to see if it's to blame
# omni.kit.undo.undo()
# value = og.Controller.get(multiplier_attr)
# self.assertAlmostEqual(value, old_value, places=2)
# omni.kit.undo.redo()
# value = og.Controller.get(multiplier_attr)
# self.assertAlmostEqual(value, 8.8, places=2)
| 8,188 | Python | 41.430052 | 109 | 0.622741 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_listener.py | """Tests for OmniGraph Usd Listener """
import tempfile
from pathlib import Path
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
# ======================================================================
class TestOmniGraphUsdListener(ogts.OmniGraphTestCase):
"""Test for omni graph usd listener"""
async def test_reparent_target_of_path_attribute(self):
"""Listener is required to update attributes with role set to path, when its target changes location"""
controller = og.Controller()
keys = og.Controller.Keys
(_, create_nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [("ConstantPath", "omni.graph.nodes.ConstantPath")],
keys.CREATE_PRIMS: [("/Cube", "Cube"), ("/Xform", "Xform")],
},
)
constant_path_node = create_nodes[0]
value_attribute = constant_path_node.get_attribute("inputs:value")
value_attribute.set("/Cube")
# MovePrim command in this case will cause 'didAddNonInertPrim' and 'didRemoveNonInertPrim' flags to be
# populated and reparenting takes place
omni.kit.commands.execute("MovePrim", path_from="/Cube", path_to="/Xform/Cube")
value = value_attribute.get()
self.assertEqual(value, "/Xform/Cube")
with tempfile.TemporaryDirectory() as tmp_dir_name:
await omni.kit.app.get_app().next_update_async()
# save
tmp_file_path = Path(tmp_dir_name) / "tmp.usda"
result = omni.usd.get_context().save_as_stage(str(tmp_file_path))
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload
(result, error) = await ogts.load_test_file(str(tmp_file_path))
self.assertTrue(result, error)
constant_path_node = og.get_node_by_path("/TestGraph/ConstantPath")
value_attribute = constant_path_node.get_attribute("inputs:value")
self.assertEqual(value_attribute.get(), "/Xform/Cube")
async def test_rename_target_of_path_attribute(self):
"""Listener is required to update attributes with role set to path, when its target changes path"""
controller = og.Controller()
keys = og.Controller.Keys
(_, create_nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [("ConstantPath", "omni.graph.nodes.ConstantPath")],
keys.CREATE_PRIMS: [("/Cube", "Cube")],
},
)
constant_path_node = create_nodes[0]
value_attribute = constant_path_node.get_attribute("inputs:value")
value_attribute.set("/Cube")
for src_dst in (("/Cube", "/Cube1"), ("/Cube1", "/Cube2"), ("/Cube2", "/Cube3")):
omni.kit.commands.execute("MovePrim", path_from=src_dst[0], path_to=src_dst[1])
self.assertEqual(value_attribute.get(), src_dst[1])
with tempfile.TemporaryDirectory() as tmp_dir_name:
await omni.kit.app.get_app().next_update_async()
# save
tmp_file_path = Path(tmp_dir_name) / "tmp.usda"
result = omni.usd.get_context().save_as_stage(str(tmp_file_path))
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload
(result, error) = await ogts.load_test_file(str(tmp_file_path))
self.assertTrue(result, error)
constant_path_node = og.get_node_by_path("/TestGraph/ConstantPath")
value_attribute = constant_path_node.get_attribute("inputs:value")
self.assertEqual(value_attribute.get(), src_dst[1])
async def test_extended_path_type(self):
"""Resolve extended type to path and confirm that has been subscribed to the listener"""
class TestExtendedPathABIPy:
@staticmethod
def compute(db):
return True
@staticmethod
def get_node_type() -> str:
return "omni.graph.tests.TestExtendedPathABIPy"
@staticmethod
def initialize_type(node_type):
node_type.add_extended_input(
"inputs:extended_input", "path,token", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
return True
og.register_node_type(TestExtendedPathABIPy, 1)
controller = og.Controller()
keys = og.Controller.Keys
(_, create_nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [("TestExtendedPath", "omni.graph.tests.TestExtendedPathABIPy")],
keys.CREATE_PRIMS: [("/Cube", "Cube")],
},
)
extended_node = create_nodes[0]
extended_input = extended_node.get_attribute("inputs:extended_input")
# set resolved type to path
extended_input.set_resolved_type(og.Type(og.BaseDataType.UCHAR, 1, 1, og.AttributeRole.PATH))
self.assertEqual(extended_input.get_resolved_type().role, og.AttributeRole.PATH)
extended_input.set("/Cube")
self.assertEqual(extended_input.get(), "/Cube")
omni.kit.commands.execute("MovePrim", path_from="/Cube", path_to="/Cube1")
value = extended_input.get()
self.assertEqual(value, "/Cube1")
| 5,541 | Python | 38.028169 | 114 | 0.58401 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_import_nodes.py | import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.usd
from pxr import Gf, UsdGeom
class TestImportNodes(ogts.OmniGraphTestCase):
TEST_GRAPH_PATH = "/World/TestGraph"
async def test_import_time_samples(self):
await self._test_import_time_samples_impl("omni.graph.nodes.ReadPrimsV2")
async def test_import_time_samples_legacy(self):
await self._test_import_time_samples_impl("omni.graph.nodes.ReadPrims")
async def _test_import_time_samples_impl(self, read_prims_node_type: str):
"""Verify that time sample data is correctly imported"""
(result, error) = await ogts.load_test_file("TestUSDTimeCode.usda", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
controller = og.Controller()
keys = og.Controller.Keys
(_, nodes, cube, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("ReadPrimsBundle", "omni.graph.nodes.ReadPrimsBundle"),
("ReadAttr", "omni.graph.nodes.ReadPrimAttribute"),
("ExtractRPB", "omni.graph.nodes.ExtractBundle"),
("ExtractRP", "omni.graph.nodes.ExtractBundle"),
("ExtractPrimRPB", "omni.graph.nodes.ExtractPrim"),
("ExtractPrimRP", "omni.graph.nodes.ExtractPrim"),
("ReadPrims", read_prims_node_type),
("Const", "omni.graph.nodes.ConstantDouble"),
("Const2", "omni.graph.nodes.ConstantDouble"),
],
keys.CREATE_PRIMS: [
("/World/Cube2", "Cube"),
],
keys.SET_VALUES: [
("ReadAttr.inputs:usePath", True),
("ReadAttr.inputs:primPath", "/World/Cube"),
("ExtractPrimRPB.inputs:primPath", "/World/Cube"),
("ExtractPrimRP.inputs:primPath", "/World/Cube"),
("ReadAttr.inputs:name", "size"),
("ReadAttr.inputs:usdTimecode", 0),
("ReadPrimsBundle.inputs:usdTimecode", 0),
("ReadPrims.inputs:usdTimecode", 0),
],
keys.CONNECT: [
("ReadPrimsBundle.outputs_primsBundle", "ExtractPrimRPB.inputs:prims"),
("ExtractPrimRPB.outputs_primBundle", "ExtractRPB.inputs:bundle"),
("ReadPrims.outputs_primsBundle", "ExtractPrimRP.inputs:prims"),
("ExtractPrimRP.outputs_primBundle", "ExtractRP.inputs:bundle"),
],
},
)
stage = omni.usd.get_context().get_stage()
input_prim_prop = stage.GetPropertyAtPath("/TestGraph/ReadPrimsBundle.inputs:prims")
omni.kit.commands.execute("AddRelationshipTarget", relationship=input_prim_prop, target="/World/Cube")
input_prim_prop = stage.GetPropertyAtPath("/TestGraph/ReadPrims.inputs:prims")
omni.kit.commands.execute("AddRelationshipTarget", relationship=input_prim_prop, target="/World/Cube")
# evaluate so dynamic attributes are created
await controller.evaluate()
# connect the size attribute so it gets updated
controller.edit(
"/TestGraph",
{
keys.CONNECT: [
("ExtractRPB.outputs:size", "Const.inputs:value"),
("ExtractRP.outputs:size", "Const2.inputs:value"),
]
},
)
cs = 10
cube_size = cube[0].GetProperty("size")
cube_size.Set(cs)
await controller.evaluate()
out_from_read_attr = nodes[1].get_attribute("outputs:value")
out_from_read_prims_bundle = nodes[2].get_attribute("outputs:size")
out_from_read_prims = nodes[3].get_attribute("outputs:size")
self.assertTrue(out_from_read_attr.get() == 100)
self.assertTrue(out_from_read_prims_bundle.get() == 100)
self.assertTrue(out_from_read_prims.get() == 100)
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
("ReadAttr.inputs:usdTimecode", 25),
("ReadPrimsBundle.inputs:usdTimecode", 25),
("ReadPrims.inputs:usdTimecode", 25),
]
},
)
await controller.evaluate()
self.assertTrue(out_from_read_attr.get() == 50)
self.assertTrue(out_from_read_prims_bundle.get() == 50)
self.assertTrue(out_from_read_prims.get() == 50)
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
("ReadAttr.inputs:usdTimecode", 50),
("ReadPrimsBundle.inputs:usdTimecode", 50),
("ReadPrims.inputs:usdTimecode", 50),
]
},
)
await controller.evaluate()
self.assertTrue(out_from_read_attr.get() == 1)
self.assertTrue(out_from_read_prims_bundle.get() == 1)
self.assertTrue(out_from_read_prims.get() == 1)
# now check that if we change the targets, the values correctly update
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
("ReadAttr.inputs:primPath", "/World/Cube2"),
("ExtractPrimRPB.inputs:primPath", "/World/Cube2"),
("ExtractPrimRP.inputs:primPath", "/World/Cube2"),
]
},
)
input_prim_prop = stage.GetPropertyAtPath("/TestGraph/ReadPrimsBundle.inputs:prims")
omni.kit.commands.execute("AddRelationshipTarget", relationship=input_prim_prop, target="/World/Cube2")
input_prim_prop = stage.GetPropertyAtPath("/TestGraph/ReadPrims.inputs:prims")
omni.kit.commands.execute("AddRelationshipTarget", relationship=input_prim_prop, target="/World/Cube2")
await controller.evaluate()
self.assertTrue(out_from_read_attr.get() == cs)
self.assertTrue(out_from_read_prims_bundle.get() == cs)
self.assertTrue(out_from_read_prims.get() == cs)
async def test_import_matrix_and_bbox(self):
await self._test_import_matrix_and_bbox_impl("omni.graph.nodes.ReadPrimsV2")
async def test_import_matrix_and_bbox_legacy(self):
await self._test_import_matrix_and_bbox_impl("omni.graph.nodes.ReadPrims")
async def _test_import_matrix_and_bbox_impl(self, read_prims_node_type: str):
# Verify that bounding box and matrix are correctly computed
controller = og.Controller()
keys = og.Controller.Keys
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube = ogts.create_cube(stage, "World/Cube", (1, 1, 1))
UsdGeom.Xformable(cube).AddTranslateOp()
(_, nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("ReadPrims", read_prims_node_type),
("ExtractPrim", "omni.graph.nodes.ExtractPrim"),
("ExtractBundle", "omni.graph.nodes.ExtractBundle"),
("Inv", "omni.graph.nodes.OgnInvertMatrix"),
("Const0", "omni.graph.nodes.ConstantDouble3"),
("Const1", "omni.graph.nodes.ConstantDouble3"),
],
keys.SET_VALUES: [
("ReadPrims.inputs:pathPattern", "/World/Cube"),
("ExtractPrim.inputs:primPath", "/World/Cube"),
],
keys.CONNECT: [
("ReadPrims.outputs_primsBundle", "ExtractPrim.inputs:prims"),
("ExtractPrim.outputs_primBundle", "ExtractBundle.inputs:bundle"),
],
},
)
if read_prims_node_type == "omni.graph.nodes.ReadPrims":
controller.edit("/TestGraph", {keys.SET_VALUES: [("ReadPrims.inputs:useFindPrims", True)]})
extract_bundle = nodes[2]
# creates dynamic attributes
await controller.evaluate()
# connect the matrix
controller.edit("/TestGraph", {keys.CONNECT: ("ExtractBundle.outputs:worldMatrix", "Inv.inputs:matrix")})
# get initial output
await controller.evaluate()
# We did not ask for BBox
self.assertFalse(extract_bundle.get_attribute_exists("outputs:bboxMinCorner"))
self.assertFalse(extract_bundle.get_attribute_exists("outputs:bboxMaxCorner"))
self.assertFalse(extract_bundle.get_attribute_exists("outputs:bboxTransform"))
# but we should have the default matrix
mat_attr = extract_bundle.get_attribute("outputs:worldMatrix")
mat = mat_attr.get()
self.assertTrue((mat == [1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1]).all())
# move the cube, check the new matrix
pos = cube.GetAttribute("xformOp:translate")
pos.Set((2, 2, 2))
await controller.evaluate()
mat = mat_attr.get()
self.assertTrue((mat == [1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 2, 2, 2, 1]).all())
# now ask for bbox, and check its value
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("ReadPrims.inputs:computeBoundingBox", True),
},
)
await controller.evaluate()
self.assertTrue(extract_bundle.get_attribute_exists("outputs:bboxMinCorner"))
self.assertTrue(extract_bundle.get_attribute_exists("outputs:bboxMaxCorner"))
self.assertTrue(extract_bundle.get_attribute_exists("outputs:bboxTransform"))
# connect the bbox
controller.edit(
"/TestGraph",
{
keys.CONNECT: [
("ExtractBundle.outputs:bboxMinCorner", "Const0.inputs:value"),
("ExtractBundle.outputs:bboxMaxCorner", "Const1.inputs:value"),
]
},
)
await controller.evaluate()
bbox_min = extract_bundle.get_attribute("outputs:bboxMinCorner")
bbox_max = extract_bundle.get_attribute("outputs:bboxMaxCorner")
bbox_min_val = bbox_min.get()
bbox_max_val = bbox_max.get()
self.assertTrue((bbox_min_val == [-0.5, -0.5, -0.5]).all())
self.assertTrue((bbox_max_val == [0.5, 0.5, 0.5]).all())
# then resize the cube, and check new bbox
ext = cube.GetAttribute("extent")
ext.Set([(-10, -10, -10), (10, 10, 10)])
await controller.evaluate()
bbox_min_val = bbox_min.get()
bbox_max_val = bbox_max.get()
self.assertTrue((bbox_min_val == [-10, -10, -10]).all())
self.assertTrue((bbox_max_val == [10, 10, 10]).all())
async def test_readomnigraphvalue_tuple(self):
"""Test ReadOmniGraphValue by reading from a constant node (tuple)"""
test_value = Gf.Vec3d(1.0, 2.0, 3.0)
controller = og.Controller()
keys = og.Controller.Keys
(graph, (var_node, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Var", "omni.graph.nodes.ConstantDouble3"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.SET_VALUES: [
("Var.inputs:value", test_value),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Var"),
("Get.inputs:name", "inputs:value"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v[0], test_value[0])
self.assertEqual(v[1], test_value[1])
self.assertEqual(v[2], test_value[2])
# try editing value
test_value = Gf.Vec3d(4.0, 5.0, 6.0)
og.Controller.attribute("inputs:value", var_node).set(test_value)
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v[0], test_value[0])
self.assertEqual(v[1], test_value[1])
self.assertEqual(v[2], test_value[2])
async def test_readomnigraphvalue_single(self):
"""Test ReadOmniGraphValue by reading from a constant node (single)"""
test_value = 1337
controller = og.Controller()
keys = og.Controller.Keys
(graph, (var_node, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Var", "omni.graph.nodes.ConstantInt"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.SET_VALUES: [
("Var.inputs:value", test_value),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Var"),
("Get.inputs:name", "inputs:value"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v, test_value)
# try editing value
test_value = 42
og.Controller.attribute("inputs:value", var_node).set(test_value)
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v, test_value)
async def test_readomnigraphvalue_string(self):
"""Test ReadOmniGraphValue by reading from a constant node (string)"""
test_value = "test value"
controller = og.Controller()
keys = og.Controller.Keys
(graph, (var_node, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Var", "omni.graph.nodes.ConstantString"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.SET_VALUES: [
("Var.inputs:value", test_value),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Var"),
("Get.inputs:name", "inputs:value"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v, test_value)
# try editing value
test_value = "test value 2"
og.Controller.attribute("inputs:value", var_node).set(test_value)
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v, test_value)
async def test_readomnigraphvalue_array(self):
"""Test ReadOmniGraphValue by reading from a constant node (array)"""
test_values = [1.0, 2.0, 3.0]
controller = og.Controller()
keys = og.Controller.Keys
(graph, (val0, val1, val2, _, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Val0", "omni.graph.nodes.ConstantHalf"),
("Val1", "omni.graph.nodes.ConstantHalf"),
("Val2", "omni.graph.nodes.ConstantHalf"),
("Array", "omni.graph.nodes.MakeArray"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.CONNECT: [
("Val0.inputs:value", "Array.inputs:a"),
("Val1.inputs:value", "Array.inputs:b"),
("Val2.inputs:value", "Array.inputs:c"),
],
keys.SET_VALUES: [
("Array.inputs:arraySize", 3),
("Val0.inputs:value", test_values[0]),
("Val1.inputs:value", test_values[1]),
("Val2.inputs:value", test_values[2]),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Array"),
("Get.inputs:name", "outputs:array"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v[0], test_values[0])
self.assertEqual(v[1], test_values[1])
self.assertEqual(v[2], test_values[2])
# # try editing value
test_values = [4.0, 5.0, 6.0]
og.Controller.attribute("inputs:value", val0).set(test_values[0])
og.Controller.attribute("inputs:value", val1).set(test_values[1])
og.Controller.attribute("inputs:value", val2).set(test_values[2])
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v[0], test_values[0])
self.assertEqual(v[1], test_values[1])
self.assertEqual(v[2], test_values[2])
async def test_readomnigraphvalue_tuple_array(self):
"""Test ReadOmniGraphValue by reading from a constant node (array of tuple)"""
test_values = [Gf.Vec4f(1.0, 2.0, 3.0, 4.0), Gf.Vec4f(5.0, 6.0, 7.0, 8.0)]
controller = og.Controller()
keys = og.Controller.Keys
(graph, (val0, val1, _, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Val0", "omni.graph.nodes.ConstantFloat4"),
("Val1", "omni.graph.nodes.ConstantFloat4"),
("Array", "omni.graph.nodes.MakeArray"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.CONNECT: [
("Val0.inputs:value", "Array.inputs:a"),
("Val1.inputs:value", "Array.inputs:b"),
],
keys.SET_VALUES: [
("Array.inputs:arraySize", 2),
("Val0.inputs:value", test_values[0]),
("Val1.inputs:value", test_values[1]),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Array"),
("Get.inputs:name", "outputs:array"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
array = out_controller.get()
self.assertEqual(array[0][0], test_values[0][0])
self.assertEqual(array[0][1], test_values[0][1])
self.assertEqual(array[0][2], test_values[0][2])
self.assertEqual(array[0][3], test_values[0][3])
self.assertEqual(array[1][0], test_values[1][0])
self.assertEqual(array[1][1], test_values[1][1])
self.assertEqual(array[1][2], test_values[1][2])
self.assertEqual(array[1][3], test_values[1][3])
# # try editing value
test_values = [Gf.Vec4f(1.0, 2.0, 3.0, 4.0), Gf.Vec4f(5.0, 6.0, 7.0, 8.0)]
og.Controller.attribute("inputs:value", val0).set(test_values[0])
og.Controller.attribute("inputs:value", val1).set(test_values[1])
await controller.evaluate(graph)
array = out_controller.get()
self.assertEqual(array[0][0], test_values[0][0])
self.assertEqual(array[0][1], test_values[0][1])
self.assertEqual(array[0][2], test_values[0][2])
self.assertEqual(array[0][3], test_values[0][3])
self.assertEqual(array[1][0], test_values[1][0])
self.assertEqual(array[1][1], test_values[1][1])
self.assertEqual(array[1][2], test_values[1][2])
self.assertEqual(array[1][3], test_values[1][3])
async def test_readomnigraphvalue_any(self):
"""Test ReadOmniGraphValue by reading from a constant node (any)"""
test_value = 42
controller = og.Controller()
keys = og.Controller.Keys
(graph, (var_node, _, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Var", "omni.graph.nodes.ConstantInt"),
("ToString", "omni.graph.nodes.ToString"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.CONNECT: [
("Var.inputs:value", "ToString.inputs:value"),
],
keys.SET_VALUES: [
("Var.inputs:value", test_value),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/ToString"),
("Get.inputs:name", "inputs:value"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v, test_value)
# try editing value
test_value = 1234
og.Controller.attribute("inputs:value", var_node).set(test_value)
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v, test_value)
async def test_readomnigraphvalue_prim(self):
"""Test ReadOmniGraphValue by reading from a prim"""
test_value = 555.0
controller = og.Controller()
keys = og.Controller.Keys
# use ReadPrimAttribute node to cache the attribute into Fabric
(graph, _, (prim,), _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ReadPrim", "omni.graph.nodes.ReadPrimAttribute"),
],
keys.CREATE_PRIMS: ("/World/Float", {"myfloat": ("float", test_value)}),
keys.SET_VALUES: [
("ReadPrim.inputs:usePath", True),
("ReadPrim.inputs:primPath", "/World/Float"),
("ReadPrim.inputs:name", "myfloat"),
],
},
)
await controller.evaluate(graph)
(graph, (get_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.SET_VALUES: [
("Get.inputs:path", "/World/Float"),
("Get.inputs:name", "myfloat"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v, test_value)
# try editing value
test_value = 42.0
prim.GetProperty("myfloat").Set(test_value)
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v, test_value)
async def test_readomnigraphvalue_change_attribute(self):
"""Test ReadOmniGraphValue if attribute name is changed at runtime"""
test_values = [42, 360]
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, _, get_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Var0", "omni.graph.nodes.ConstantInt"),
("Var1", "omni.graph.nodes.ConstantInt"),
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.SET_VALUES: [
("Var0.inputs:value", test_values[0]),
("Var1.inputs:value", test_values[1]),
("Get.inputs:path", f"{self.TEST_GRAPH_PATH}/Var0"),
("Get.inputs:name", "inputs:value"),
],
},
)
await controller.evaluate(graph)
out_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
v = out_controller.get()
self.assertEqual(v, test_values[0])
# try changing path
og.Controller.attribute("inputs:path", get_node).set(f"{self.TEST_GRAPH_PATH}/Var1")
await controller.evaluate(graph)
v = out_controller.get()
self.assertEqual(v, test_values[1])
async def test_readomnigraphvalue_invalid(self):
"""Test ReadOmniGraphValue by reading something that is not in Fabric"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (get_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Get", "omni.graph.nodes.ReadOmniGraphValue"),
],
keys.CREATE_PRIMS: ("/World/Cube", "Cube"),
keys.SET_VALUES: [
("Get.inputs:path", "/World/Cube"),
("Get.inputs:name", "xformOp:translate"),
],
},
)
get_node.clear_old_compute_messages()
with ogts.ExpectedError():
await controller.evaluate(graph)
self.assertEqual(len(get_node.get_compute_messages(og.WARNING)), 1)
| 25,193 | Python | 38.42723 | 113 | 0.539594 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_execution_framework.py | """Basic tests of the execution framework with OG"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.kit.undo
import omni.usd
import omni.usd.commands
from pxr import OmniGraphSchemaTools, Sdf
# ======================================================================
class SimpleGraphScene:
def __init__(self):
self.graph = None
self.nodes = None
# ======================================================================
def create_simple_graph():
"""Create a scene containing a PushGraph with a TestExecutionTask."""
scene = SimpleGraphScene()
(scene.graph, scene.nodes, _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [
("TestNode1", "omni.graph.test.TestExecutionTask"),
("TestNode2", "omni.graph.test.TestExecutionTask"),
("TestNode3", "omni.graph.test.TestExecutionTask"),
("TestNode4", "omni.graph.test.TestExecutionTask"),
],
},
)
return scene
# ======================================================================
def create_concurrency_graph():
"""Create a scene containing a PushGraph with a TestConcurrency."""
scene = SimpleGraphScene()
(scene.graph, scene.nodes, _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [
("TestNode1", "omni.graph.test.TestConcurrency"),
("TestNode2", "omni.graph.test.TestConcurrency"),
("TestNode3", "omni.graph.test.TestConcurrency"),
("TestNode4", "omni.graph.test.TestConcurrency"),
],
og.Controller.Keys.SET_VALUES: [
("TestNode1.inputs:expected", 4),
("TestNode2.inputs:expected", 4),
("TestNode3.inputs:expected", 4),
("TestNode4.inputs:expected", 4),
("TestNode1.inputs:timeOut", 100),
("TestNode2.inputs:timeOut", 100),
("TestNode3.inputs:timeOut", 100),
("TestNode4.inputs:timeOut", 100),
],
},
)
return scene
# ======================================================================
def create_isolate_graph():
"""Create a scene containing a PushGraph with TestIsolate, TestSerial, and TestConcurrency nodes."""
scene = SimpleGraphScene()
(scene.graph, scene.nodes, _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [
("TC0", "omni.graph.test.TestConcurrency"),
("TC1", "omni.graph.test.TestConcurrency"),
("TC2", "omni.graph.test.TestConcurrency"),
("TC3", "omni.graph.test.TestConcurrency"),
("TC4", "omni.graph.test.TestConcurrency"),
("TI0", "omni.graph.test.TestIsolate"),
("TI1", "omni.graph.test.TestIsolate"),
("TI2", "omni.graph.test.TestIsolate"),
("TS0", "omni.graph.test.TestSerial"),
("TS1", "omni.graph.test.TestSerial"),
("TS2", "omni.graph.test.TestSerial"),
("TS3", "omni.graph.test.TestSerial"),
("TS4", "omni.graph.test.TestSerial"),
],
og.Controller.Keys.SET_VALUES: [
("TC0.inputs:expected", 5),
("TC1.inputs:expected", 5),
("TC2.inputs:expected", 5),
("TC3.inputs:expected", 5),
("TC4.inputs:expected", 5),
("TC0.inputs:timeOut", 100),
("TC1.inputs:timeOut", 100),
("TC2.inputs:timeOut", 100),
("TC3.inputs:timeOut", 100),
("TC4.inputs:timeOut", 100),
],
},
)
return scene
# ======================================================================
def create_cyclic_graph(evaluator_name: str):
"""Create a scene containing a graph with cycles."""
# 4 cycles exist, which are made up of:
# 1. Nodes 8 and 9.
# 2. Nodes 11 and 12.
# 3. Nodes 11, 13, and 15.
# 4. Nodes 11, 13, 14, and 15.
# Note that we also use a mix of serial- and parallel-scheduled
# nodes for this test graph, just for fun :)
scene = SimpleGraphScene()
(scene.graph, scene.nodes, _, _) = og.Controller.edit(
{"graph_path": "/World/TestGraph", "evaluator_name": evaluator_name},
{
og.Controller.Keys.CREATE_NODES: [
("Node0", "omni.graph.test.TestCyclesSerial"),
("Node1", "omni.graph.test.TestCyclesParallel"),
("Node2", "omni.graph.test.TestCyclesParallel"),
("Node3", "omni.graph.test.TestCyclesSerial"),
("Node4", "omni.graph.test.TestCyclesSerial"),
("Node5", "omni.graph.test.TestCyclesParallel"),
("Node6", "omni.graph.test.TestCyclesSerial"),
("Node7", "omni.graph.test.TestCyclesParallel"),
("Node8", "omni.graph.test.TestCyclesParallel"),
("Node9", "omni.graph.test.TestCyclesParallel"),
("Node10", "omni.graph.test.TestCyclesParallel"),
("Node11", "omni.graph.test.TestCyclesParallel"),
("Node12", "omni.graph.test.TestCyclesParallel"),
("Node13", "omni.graph.test.TestCyclesParallel"),
("Node14", "omni.graph.test.TestCyclesSerial"),
("Node15", "omni.graph.test.TestCyclesSerial"),
("Node16", "omni.graph.test.TestCyclesSerial"),
],
og.Controller.Keys.CONNECT: [
("Node0.outputs:a", "Node4.inputs:a"),
("Node4.outputs:a", "Node5.inputs:a"),
("Node5.outputs:a", "Node2.inputs:a"),
("Node5.outputs:b", "Node6.inputs:a"),
("Node2.outputs:a", "Node3.inputs:a"),
("Node6.outputs:a", "Node3.inputs:b"),
("Node1.outputs:a", "Node2.inputs:b"),
("Node0.outputs:b", "Node8.inputs:a"),
("Node8.outputs:a", "Node9.inputs:a"),
("Node9.outputs:a", "Node8.inputs:b"),
("Node9.outputs:b", "Node7.inputs:a"),
("Node3.outputs:a", "Node7.inputs:b"),
("Node0.outputs:c", "Node10.inputs:a"),
("Node10.outputs:a", "Node11.inputs:a"),
("Node11.outputs:a", "Node12.inputs:a"),
("Node12.outputs:a", "Node11.inputs:b"),
("Node11.outputs:b", "Node16.inputs:a"),
("Node11.outputs:c", "Node13.inputs:a"),
("Node13.outputs:a", "Node14.inputs:a"),
("Node14.outputs:a", "Node15.inputs:a"),
("Node13.outputs:b", "Node15.inputs:b"),
("Node15.outputs:a", "Node11.inputs:c"),
("Node0.outputs:d", "Node0.inputs:d"),
("Node5.outputs:c", "Node5.inputs:c"),
("Node10.outputs:b", "Node10.inputs:b"),
("Node14.outputs:b", "Node14.inputs:b"),
],
},
)
return scene
# ======================================================================
def create_single_node_cyclic_graph(evaluator_name: str):
"""Create a scene containing a graph with single-node cycles"""
scene = SimpleGraphScene()
(scene.graph, scene.nodes, _, _) = og.Controller.edit(
{"graph_path": "/World/TestGraph", "evaluator_name": evaluator_name},
{
og.Controller.Keys.CREATE_NODES: [
("Node0", "omni.graph.test.TestCyclesSerial"),
("Node1", "omni.graph.test.TestCyclesParallel"),
],
og.Controller.Keys.CONNECT: [
("Node0.outputs:a", "Node0.inputs:a"),
("Node0.outputs:a", "Node1.inputs:a"),
("Node1.outputs:b", "Node1.inputs:b"),
],
},
)
return scene
# ======================================================================
class TestExecutionFrameworkSanity(ogts.OmniGraphTestCase):
"""Execution Framework Unit Tests"""
async def test_execution_task(self):
"""Validate that execution framework is executing nodes in the graph."""
scene = create_simple_graph()
# Verify starting condition.
for node in scene.nodes:
self.assertFalse(og.Controller(("outputs:result", node)).get())
# Execute the update once and we want explicitly to execute entire app update pipeline.
await omni.kit.app.get_app().next_update_async()
# Verify all nodes were executed with EF.
for node in scene.nodes:
self.assertTrue(og.Controller(("outputs:result", node)).get())
async def test_parallel_execution(self):
"""Validate that nodes are executed concurrently."""
scene = create_concurrency_graph()
def _check_all_reached_concurrency(scene):
result = True
for node in scene.nodes:
result = result and og.Controller(("outputs:result", node)).get()
return result
# Verify starting condition.
self.assertFalse(_check_all_reached_concurrency(scene))
# First executions are forced to be run in isolation.
await omni.kit.app.get_app().next_update_async()
self.assertFalse(_check_all_reached_concurrency(scene))
# Now we should be getting parallel execution.
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_reached_concurrency(scene))
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_reached_concurrency(scene))
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_reached_concurrency(scene))
async def test_on_demand_execution_task(self):
"""Validate that execution framework is executing nodes in the graph."""
scene = create_simple_graph()
# Verify starting condition.
for node in scene.nodes:
self.assertFalse(og.Controller(("outputs:result", node)).get())
# Execute given graph explicitly/on-demand.
await og.Controller.evaluate(scene.graph)
# Verify all nodes were executed with EF.
for node in scene.nodes:
self.assertTrue(og.Controller(("outputs:result", node)).get())
async def test_isolate_execution(self):
"""Check that nodes with the "usd-write" scheduling hint get executed in isolation."""
scene = create_isolate_graph()
def _check_all_successful(scene):
result = True
for node in scene.nodes:
result = result and og.Controller(("outputs:result", node)).get()
return result
# Verify starting condition.
self.assertFalse(_check_all_successful(scene))
# First executions are forced to be run in isolation.
await omni.kit.app.get_app().next_update_async()
# In subsequent executions each node gets executed per
# its scheduling hint. Should not get any conflicts.
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_successful(scene))
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_successful(scene))
await omni.kit.app.get_app().next_update_async()
self.assertTrue(_check_all_successful(scene))
async def test_cycling_push_graph(self):
"""Check that cycles in push graphs correctly get ignored during execution."""
scene = create_cyclic_graph("push")
# Set of node indices that will evaluate.
node_indices_that_evaluate = {0, 1, 2, 3, 4, 5, 6, 10}
# Get all state counters.
state_cnt_attrs = [node.get_attribute("state:count") for node in scene.nodes]
# For each tick, only the nodes in the index list should get evaluated;
# all other nodes either lie within a cycle or downstream of a cycle, and
# thus will be ignored.
for i in range(4):
await omni.kit.app.get_app().next_update_async()
for j, state_cnt_attr in enumerate(state_cnt_attrs):
self.assertEqual(state_cnt_attr.get(), i + 1 if j in node_indices_that_evaluate else 0)
async def test_cycling_pull_graph(self):
"""Check that cycles in pull graphs correctly get ignored during execution."""
scene = create_cyclic_graph("dirty_push")
# Set of node indices that will evaluate when node 0 is dirtied.
node_indices_that_evaluate = {0, 1, 2, 3, 4, 5, 6, 10}
# Get all state counters.
state_cnt_attrs = [node.get_attribute("state:count") for node in scene.nodes]
# Trigger a graph evaluation by adding/removing a connection between nodes 0 and 4.
# Only the nodes in the index list should get evaluated; all other nodes either lie
# within a cycle or downstream of a cycle, and thus will be ignored.
for i in range(4):
if i % 2 == 0:
og.Controller.connect(
scene.nodes[0].get_attribute("outputs:d"), scene.nodes[4].get_attribute("inputs:d")
)
else:
og.Controller.disconnect(
scene.nodes[0].get_attribute("outputs:d"), scene.nodes[4].get_attribute("inputs:d")
)
await omni.kit.app.get_app().next_update_async()
for j, state_cnt_attr in enumerate(state_cnt_attrs):
self.assertEqual(state_cnt_attr.get(), i + 1 if j in node_indices_that_evaluate else 0)
async def test_push_graph_with_single_node_cycles(self):
"""Check that single-node cycles in push graphs do not block execution."""
scene = create_single_node_cyclic_graph("push")
# Get all state counters.
state_cnt_attrs = [node.get_attribute("state:count") for node in scene.nodes]
# Check that all nodes get executed each tick.
for i in range(4):
await omni.kit.app.get_app().next_update_async()
for state_cnt_attr in state_cnt_attrs:
self.assertEqual(state_cnt_attr.get(), i + 1)
async def test_pull_graph_with_single_node_cycles(self):
"""Check that single-node cycles in pull graphs do not block execution."""
scene = create_single_node_cyclic_graph("dirty_push")
# Get all state counters.
state_cnt_attrs = [node.get_attribute("state:count") for node in scene.nodes]
# Trigger a graph evaluation by adding/removing an extra connection between nodes
# 0 and 1. All nodes should execute.
for i in range(4):
if i % 2 == 0:
og.Controller.connect(
scene.nodes[0].get_attribute("outputs:c"), scene.nodes[1].get_attribute("inputs:c")
)
else:
og.Controller.disconnect(
scene.nodes[0].get_attribute("outputs:c"), scene.nodes[1].get_attribute("inputs:c")
)
await omni.kit.app.get_app().next_update_async()
for state_cnt_attr in state_cnt_attrs:
self.assertEqual(state_cnt_attr.get(), i + 1)
async def test_partitioning_with_instancing(self):
"""
Check that injection of either a NodeDefLambda or
NodeGraphDef into the OG execution graph backend
continues to work with instancing.
"""
# Run the test against both test partition passes.
partition_pass_settings = [
"/app/omni.graph.test/enableTestNodeDefLambdaPass",
"/app/omni.graph.test/enableTestNodeGraphDefPass",
]
for si, pps in enumerate(partition_pass_settings):
with og.Settings.temporary(pps, True):
# Run the test over push and dirty_push evaluator types. Once partitioning
# is supported by the Action Graph executor, we should be able to also
# test the "execution" evaluator here as well.
evaluator_names = [
"push",
"dirty_push",
# "execution",
]
for evaluator_name in evaluator_names:
# Create our graph, which will contain a ReadVariable and
# WriteVariable node.
graph_path = "/World/TestGraph"
(graph, (read_variable_node, write_variable_node), _, _) = og.Controller.edit(
{"graph_path": graph_path, "evaluator_name": evaluator_name},
{
og.Controller.Keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("WriteVariable", "omni.graph.core.WriteVariable"),
],
og.Controller.Keys.CREATE_VARIABLES: [
("in_int_var", og.Type(og.BaseDataType.INT)),
("out_int_var", og.Type(og.BaseDataType.INT)),
],
og.Controller.Keys.CONNECT: [
("ReadVariable.outputs:value", "WriteVariable.inputs:value"),
],
og.Controller.Keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "in_int_var"),
("WriteVariable.inputs:variableName", "out_int_var"),
],
},
)
# Create the custom counter attribute on both nodes so
# that they get picked up by the partition pass.
og.Controller.create_attribute(
read_variable_node,
"outputs:test_counter_attribute",
og.Type(og.BaseDataType.INT, 1, 0, og.AttributeRole.NONE),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
)
og.Controller.create_attribute(
write_variable_node,
"outputs:test_counter_attribute",
og.Type(og.BaseDataType.INT, 1, 0, og.AttributeRole.NONE),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
)
# Get some attributes/variables that we'll need for the test.
in_var = graph.find_variable("in_int_var")
rn_out_value = read_variable_node.get_attribute("outputs:value")
wn_in_value = write_variable_node.get_attribute("inputs:value")
wn_out_value = write_variable_node.get_attribute("outputs:value")
out_var = graph.find_variable("out_int_var")
rn_cnt = read_variable_node.get_attribute("outputs:test_counter_attribute")
wn_cnt = write_variable_node.get_attribute("outputs:test_counter_attribute")
# Create 3 graph instances, each with unique "in_int_var" values
# and "out_int_var" set to zero.
num_prims = 3
prim_ids = [None] * num_prims
prim_paths = [None] * num_prims
prims = [None] * num_prims
stage = omni.usd.get_context().get_stage()
graph_context = graph.get_default_graph_context()
for i in range(0, num_prims):
prim_ids[i] = i
prim_paths[i] = f"/World/Prim_{i}"
prims[i] = stage.DefinePrim(prim_paths[i])
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_paths[i], graph_path)
prims[i].CreateAttribute("graph:variable:in_int_var", Sdf.ValueTypeNames.Int).Set(i)
prims[i].CreateAttribute("graph:variable:out_int_var", Sdf.ValueTypeNames.Int).Set(0)
# When we evaluate the graph we should see that (a) the counter attribute on the
# authoring node gets ticked (which is handled directly by the partition passes,
# thus letting us know that they actually went through successfully/weren't just
# no-ops), and (b) the out_int_var variable gets successfully written out to with
# the value listed on the in_int_var variable.
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
for i in range(0, num_prims):
expected_value = i
self.assertEqual(in_var.get(graph_context, instance_path=prim_paths[i]), expected_value)
# Note that the instanced nodes (and thus the attributes we're looking up)
# need not be ordered according to the iteration index, e.g., instance with
# index 0 may correspond to the prim at the i == 2 index in the prim_paths
# list This is why we perform the subsequent 3 checks as shown below.
self.assertIn(rn_out_value.get(instance=i), prim_ids)
self.assertIn(wn_in_value.get(instance=i), prim_ids)
self.assertIn(wn_out_value.get(instance=i), prim_ids)
self.assertEqual(out_var.get(graph_context, instance_path=prim_paths[i]), expected_value)
if (
evaluator_name == "push"
): # Needed because PushGraphs have some special vectorization going on?
if si == 0:
self.assertEqual(rn_cnt.get(), 2)
self.assertEqual(wn_cnt.get(), 2)
self.assertEqual(rn_cnt.get(instance=i), 0)
self.assertEqual(wn_cnt.get(instance=i), 0)
else:
self.assertEqual(rn_cnt.get(), 0)
self.assertEqual(wn_cnt.get(), 0)
if i == 0:
self.assertEqual(rn_cnt.get(instance=i), 2)
self.assertEqual(wn_cnt.get(instance=i), 2)
else:
self.assertEqual(rn_cnt.get(instance=i), 0)
self.assertEqual(wn_cnt.get(instance=i), 0)
else:
if si == 0:
self.assertEqual(rn_cnt.get(), 6)
self.assertEqual(wn_cnt.get(), 6)
self.assertEqual(rn_cnt.get(instance=i), 0)
self.assertEqual(wn_cnt.get(instance=i), 0)
else:
self.assertEqual(rn_cnt.get(), 0)
self.assertEqual(wn_cnt.get(), 0)
if i == 0:
self.assertEqual(rn_cnt.get(instance=i), 6)
self.assertEqual(wn_cnt.get(instance=i), 6)
else:
self.assertEqual(rn_cnt.get(instance=i), 0)
self.assertEqual(wn_cnt.get(instance=i), 0)
# Delete all prims in the stage.
for i in range(0, num_prims):
stage.RemovePrim(prim_paths[i])
graph.remove_variable(in_var)
graph.remove_variable(out_var)
stage.RemovePrim(graph_path)
await omni.kit.app.get_app().next_update_async()
async def test_constant_node_removal(self):
"""
Check that we do not include constant OG nodes in the execution
graph backend for push and action graphs, and that doing so does
not impact graph computation to yield incorrect results.
"""
stage = omni.usd.get_context().get_stage()
# Run the test over each evaluator type.
evaluator_names = [
"push",
"dirty_push",
"execution",
]
for evaluator_name in evaluator_names:
# Create our test graph.
graph_path = "/World/TestGraph"
test_prim_path = "/World/TestPrim"
(graph, (constant_double0_node, constant_double1_node, add_node, _, _, _), _, _) = og.Controller.edit(
{"graph_path": graph_path, "evaluator_name": evaluator_name},
{
og.Controller.Keys.CREATE_NODES: [
("ConstantDouble0", "omni.graph.nodes.ConstantDouble"),
("ConstantDouble1", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
("OnTick", "omni.graph.action.OnTick"),
("WritePrimAttribute", "omni.graph.nodes.WritePrimAttribute"),
("WriteVariable", "omni.graph.core.WriteVariable"),
],
og.Controller.Keys.CREATE_PRIMS: (
test_prim_path,
{
"value": ("double", 0),
},
),
og.Controller.Keys.CREATE_VARIABLES: [
("out_double_var", og.Type(og.BaseDataType.DOUBLE)),
],
og.Controller.Keys.CONNECT: [
("ConstantDouble0.inputs:value", "Add.inputs:a"),
("ConstantDouble1.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "WritePrimAttribute.inputs:value"),
("Add.outputs:sum", "WriteVariable.inputs:value"),
("OnTick.outputs:tick", "WritePrimAttribute.inputs:execIn"),
("WritePrimAttribute.outputs:execOut", "WriteVariable.inputs:execIn"),
],
og.Controller.Keys.SET_VALUES: [
("ConstantDouble0.inputs:value", 5.0),
("ConstantDouble1.inputs:value", 1.0),
("OnTick.inputs:onlyPlayback", False),
("WritePrimAttribute.inputs:name", "value"),
("WritePrimAttribute.inputs:primPath", "/World/TestPrim"),
("WriteVariable.inputs:variableName", "out_double_var"),
],
},
)
out_double_var = graph.find_variable("out_double_var")
inputs_value_attr_0 = constant_double0_node.get_attribute("inputs:value")
inputs_value_attr_1 = constant_double1_node.get_attribute("inputs:value")
outputs_sum_attr = add_node.get_attribute("outputs:sum")
# Check that the summation is correctly computed, and that the
# ConstantDouble nodes aren't computed.
await omni.kit.app.get_app().next_update_async()
self.assertAlmostEqual(outputs_sum_attr.get(), 6.0, places=2)
if evaluator_name in ("push", "execution"):
self.assertEqual(constant_double0_node.get_compute_count(), 0)
self.assertEqual(constant_double1_node.get_compute_count(), 0)
else:
self.assertEqual(constant_double0_node.get_compute_count(), 1)
self.assertEqual(constant_double1_node.get_compute_count(), 1)
# Check that this still holds if we alter attributes on the nodes.
inputs_value_attr_0.set(8)
inputs_value_attr_1.set(2)
await omni.kit.app.get_app().next_update_async()
self.assertAlmostEqual(outputs_sum_attr.get(), 10.0, places=2)
if evaluator_name in ("push", "execution"):
self.assertEqual(constant_double0_node.get_compute_count(), 0)
self.assertEqual(constant_double1_node.get_compute_count(), 0)
else:
self.assertEqual(constant_double0_node.get_compute_count(), 2)
self.assertEqual(constant_double1_node.get_compute_count(), 2)
# Next, instance the graph 3 times and perform similar checks as before.
graph_context = graph.get_default_graph_context()
num_graph_instances = 3
graph_instance_ids = [None] * num_graph_instances
graph_instance_paths = [None] * num_graph_instances
graph_instances = [None] * num_graph_instances
for i in range(0, num_graph_instances):
graph_instance_ids[i] = i
graph_instance_paths[i] = f"/World/GraphInstance_{i}"
graph_instances[i] = stage.DefinePrim(graph_instance_paths[i])
OmniGraphSchemaTools.applyOmniGraphAPI(stage, graph_instance_paths[i], graph_path)
graph_instances[i].CreateAttribute("graph:variable:out_double_var", Sdf.ValueTypeNames.Double).Set(0)
inputs_value_attr_0.set(1)
inputs_value_attr_1.set(3)
await omni.kit.app.get_app().next_update_async()
for i in range(0, num_graph_instances):
# TODO: Instanced "execution" type graphs aren't getting updated here
# for some reason, needs a bit more investigation...
if evaluator_name == "execution":
self.assertEqual(out_double_var.get(graph_context, instance_path=graph_instance_paths[i]), 0.0)
else:
self.assertEqual(out_double_var.get(graph_context, instance_path=graph_instance_paths[i]), 4.0)
if evaluator_name in ("push", "execution"):
self.assertEqual(constant_double0_node.get_compute_count(), 0)
self.assertEqual(constant_double1_node.get_compute_count(), 0)
else:
self.assertEqual(constant_double0_node.get_compute_count(), 6)
self.assertEqual(constant_double1_node.get_compute_count(), 6)
# Delete all prims in the stage.
for i in range(0, num_graph_instances):
stage.RemovePrim(graph_instance_paths[i])
stage.RemovePrim(test_prim_path)
stage.RemovePrim(graph_path)
await omni.kit.app.get_app().next_update_async()
| 30,924 | Python | 47.320312 | 117 | 0.530235 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_bundles.py | """Tests exercising bundles in OmniGraph"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit
# ======================================================================
class TestOmniGraphBundles(ogts.OmniGraphTestCase):
async def test_get_prims_use_target_prims(self):
controller = og.Controller()
keys = og.Controller.Keys
graph_path = "/World/Graph"
(graph, (_, get_prims), (surface1, surface2, surface3), _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("ReadPrims", "omni.graph.nodes.ReadPrims"),
("GetPrims", "omni.graph.nodes.GetPrims"),
],
keys.CREATE_PRIMS: [
("/Surface1", "Cube"),
("/Surface2", "Cube"),
("/Surface3", "Cube"),
],
keys.CONNECT: [
("ReadPrims.outputs_primsBundle", "GetPrims.inputs:bundle"),
],
},
)
stage = omni.usd.get_context().get_stage()
context = graph.get_default_graph_context()
bundle = context.get_output_bundle(get_prims, "outputs_bundle")
omni.kit.commands.execute(
"SetRelationshipTargets",
relationship=stage.GetPropertyAtPath(graph_path + "/ReadPrims.inputs:prims"),
targets=[surface1.GetPath(), surface2.GetPath(), surface3.GetPath()],
)
# get two prims
omni.kit.commands.execute(
"SetRelationshipTargets",
relationship=stage.GetPropertyAtPath(graph_path + "/GetPrims.inputs:prims"),
targets=[surface1.GetPath(), surface2.GetPath()],
)
graph.evaluate()
self.assertEqual(bundle.get_child_bundle_count(), 2)
# switch back to default to get all
omni.kit.commands.execute(
"SetRelationshipTargets",
relationship=stage.GetPropertyAtPath(graph_path + "/GetPrims.inputs:prims"),
targets=[],
)
graph.evaluate()
self.assertEqual(bundle.get_child_bundle_count(), 3)
async def test_bundle_child_producer_consumer(self):
controller = og.Controller()
keys = og.Controller.Keys
graph_path = "/World/Graph"
(graph, (_, child_producer_node, child_consumer_node), (surface1, surface2), _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("ReadPrims", "omni.graph.nodes.ReadPrims"),
("BundleChildProducer", "omni.graph.test.BundleChildProducerPy"),
("BundleChildConsumer", "omni.graph.test.BundleChildConsumerPy"),
],
keys.CREATE_PRIMS: [
("/Surface1", "Cube"),
("/Surface2", "Cube"),
],
keys.CONNECT: [
("ReadPrims.outputs_primsBundle", "BundleChildProducer.inputs:bundle"),
("BundleChildProducer.outputs_bundle", "BundleChildConsumer.inputs:bundle"),
],
},
)
stage = omni.usd.get_context().get_stage()
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(graph_path + "/ReadPrims.inputs:prims"),
target=surface1.GetPath(),
)
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(graph_path + "/ReadPrims.inputs:prims"),
target=surface2.GetPath(),
)
graph.evaluate()
self.assertEqual(child_producer_node.get_attribute("outputs:numChildren").get(), 2)
self.assertEqual(child_consumer_node.get_attribute("outputs:numChildren").get(), 1)
self.assertEqual(child_consumer_node.get_attribute("outputs:numSurfaces").get(), 2)
graph.evaluate()
self.assertEqual(child_producer_node.get_attribute("outputs:numChildren").get(), 2)
self.assertEqual(child_consumer_node.get_attribute("outputs:numChildren").get(), 1)
self.assertEqual(child_consumer_node.get_attribute("outputs:numSurfaces").get(), 2)
async def __test_input_bundle_validity(self, bundle_properties_name):
"""Test if connecting/disconnecting invalidates the database and reinitializes BundleContents for input bundle"""
controller = og.Controller()
keys = og.Controller.Keys
# Disconnected input bundle should be invalid
(graph, (_, bundle_properties), _, _) = controller.edit(
"/World/Graph",
{
keys.CREATE_NODES: [
("BundleConstructor", "omni.graph.nodes.BundleConstructor"),
("BundleProperties", f"omni.graph.test.{bundle_properties_name}"),
],
},
)
graph.evaluate()
self.assertFalse(bundle_properties.get_attribute("outputs:valid").get())
# Connected input bundle should be valid
(graph, _, _, _) = controller.edit(
"/World/Graph",
{
keys.CONNECT: [
("BundleConstructor.outputs_bundle", "BundleProperties.inputs:bundle"),
],
},
)
graph.evaluate()
self.assertTrue(bundle_properties.get_attribute("outputs:valid").get())
# ----------------------------------------------------------------------
async def test_is_input_bundle_valid_cpp(self):
"""Test if connecting/disconnecting invalidates the database and reinitializes BundleContents for input bundle for C++"""
await self.__test_input_bundle_validity("BundleProperties")
# ----------------------------------------------------------------------
async def test_is_input_bundle_valid_py(self):
"""Test if connecting/disconnecting invalidates the database and reinitializes BundleContents for input bundle for Python"""
await self.__test_input_bundle_validity("BundlePropertiesPy")
async def __test_producer_consumer_bundle_change_tracking(self, producer_name, consumer_name):
controller = og.Controller()
keys = og.Controller.Keys
# +--------------------+ +---------------------+
# | | | |
# | Bundle Producer --------> Bundle Consumer |
# | | | |
# +--------------------+ +---------------------+
# (make changes) (recompute if input changed)
(graph, (producer_node, consumer_node), _, _) = controller.edit(
"/World/Graph",
{
keys.CREATE_NODES: [
("BundleProducer", f"omni.graph.test.{producer_name}"),
("BundleConsumer", f"omni.graph.test.{consumer_name}"),
],
keys.CONNECT: [
("BundleProducer.outputs_bundle", "BundleConsumer.inputs:bundle"),
],
},
)
context = graph.get_context()
producer_bundle = context.get_output_bundle(producer_node, "outputs_bundle")
consumer_bundle = context.get_output_bundle(consumer_node, "outputs_bundle")
# First evaluation is necessary.
graph.evaluate()
self.assertTrue(consumer_node.get_attribute("outputs:hasOutputBundleChanged").get())
# Next evaluation producer did not create any data.
graph.evaluate()
self.assertFalse(consumer_node.get_attribute("outputs:hasOutputBundleChanged").get())
# Create a child at the producer, then check if consumer recomputes.
producer_bundle.create_child_bundle("surface0")
graph.evaluate()
self.assertTrue(consumer_node.get_attribute("outputs:hasOutputBundleChanged").get())
self.assertEqual(consumer_bundle.get_child_bundle_count(), 1)
# Next evaluation producer did not create any data.
graph.evaluate()
self.assertFalse(consumer_node.get_attribute("outputs:hasOutputBundleChanged").get())
# ----------------------------------------------------------------------
async def test_producer_consumer_bundle_change_tracking_cpp(self):
await self.__test_producer_consumer_bundle_change_tracking("BundleProducer", "BundleConsumer")
# ----------------------------------------------------------------------
async def test_producer_consumer_bundle_change_tracking_py(self):
await self.__test_producer_consumer_bundle_change_tracking("BundleProducerPy", "BundleConsumerPy")
# ----------------------------------------------------------------------
async def test_bundle_to_target_connection(self):
"""Backwards compatibility test to open a USD file where node with a bundle and target is connected.
This test is to check if the connection from USD file is properly deserialized.
"""
(result, error) = await ogts.load_test_file("TestBundleToTargetConnection.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph_path = "/World/PushGraph"
controller = og.Controller()
graph = controller.graph(graph_path)
await controller.evaluate(graph)
node = controller.node(f"{graph_path}/test_node_bundle_to_target_connection_01")
attr = controller.attribute("inputs:target", node)
connections = attr.get_upstream_connections()
self.assertEqual(len(connections), 1)
self.assertEqual(
connections[0].get_path(), f"{graph_path}/test_node_bundle_to_target_connection/outputs_bundle"
)
| 9,784 | Python | 43.276018 | 132 | 0.557543 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_controller_api.py | # noqa PLC0302
"""Basic tests of the controller classes in omni.graph.core"""
import omni.graph.core.tests as ogts
# ==============================================================================================================
class TestControllerApi(ogts.OmniGraphTestCase):
"""Run a simple set of unit tests that exercise the API of the controller. Tests are formatted in such a way
that the documentation can be extracted directly from the running code, to ensure it stays up to date.
"""
# --------------------------------------------------------------------------------------------------------------
async def test_controller_api(self):
"""Contrived test that exercises the entire API of the Controller, as well as serving as a location for
documentation to be extracted, illustrated by running code so that the documentation does not get out of
date. The documentation sections are demarcated by {begin/end}-controller-XX pairs.
"""
# begin-controller-boilerplate
import omni.graph.core as og
keys = og.Controller.Keys # Usually handy to keep this name short as it is used often
controller = og.Controller()
# end-controller-boilerplate
# begin-controller-as-static
og.Controller.edit("/World/MyGraph", {keys.CREATE_NODES: ("MyClassNode", "omni.graph.tutorials.SimpleData")})
og.Controller.edit("/World/MyGraph", {keys.SET_VALUES: ("/World/MyGraph/MyClassNode.inputs:a_bool", False)})
# end-controller-as-static
# begin-controller-as-object
controller.edit("/World/MyGraph", {keys.CREATE_NODES: ("MyNode", "omni.graph.tutorials.SimpleData")})
controller.edit("/World/MyGraph", {keys.SET_VALUES: ("MyNode.inputs:a_bool", False)})
# end-controller-as-object
# begin-controller-remember
(graph, nodes, prims, name_to_path_map) = og.Controller.edit(
"/World/MyGraph", {keys.CREATE_NODES: ("KnownNode", "omni.graph.tutorials.SimpleData")}
)
assert not prims
# graph = og.Graph
# the newly created or existing graph, here the one at the path "/World/MyGraph"
# nodes = list[og.Node]
# the list of nodes created, here [the node named "KnownNode"]
# prims = list[Usd.Prim]
# the list of prims created via the keys.CREATE_PRIMS directive, here []
# name_to_path_map = dict[str, str]
# the map of short names to full paths created, here {"KnownNode": "/World/MyGraph/KnownNode"}
# You can use the node directly to find the attribute
og.Controller.edit(graph, {keys.SET_VALUES: (("inputs:a_bool", nodes[0]), False)})
# You can pass in the map so that the short name of the node can be used to find the attribute
og.Controller.edit(graph, {keys.SET_VALUES: ("KnownNode.inputs:a_bool", False)}, name_to_path_map)
# end-controller-remember
# For later use
og.Controller.connect("/World/MyGraph/MyClassNode.outputs:a_bool", "/World/MyGraph/KnownNode.inputs:a_bool")
# begin-controller-access-type
await og.Controller.evaluate()
await controller.evaluate()
# end-controller-access-type
# begin-controller-evaluate
# This version evaluates all graphs asynchronously
await og.Controller.evaluate()
# This version evaluates the graph defined by the controller object synchronously
controller.evaluate_sync()
# This version evaluates the single named graph synchronously
og.Controller.evaluate_sync(graph)
# end-controller-evaluate
# begin-controller-attr-construct
controller = og.Controller(og.Controller.attribute("/World/MyGraph/MyNode.inputs:a_bool"))
if controller.get():
print("This should not be hit as the value was already set to False")
if og.Controller.get(og.Controller.attribute("/World/MyGraph/MyNode.inputs:a_bool")):
print("Similarly, this is a variation of the same call that should give the same result")
# end-controller-attr-construct
self.assertFalse(controller.get())
# begin-controller-big-edit
# Keywords are shown for the edit arguments, however they are not required
(graph, nodes, prims, name_to_path_map) = og.Controller.edit(
# First parameter is a graph reference, created if it doesn't already exist.
# See omni.graph.core.GraphController.create_graph() for more options
graph_id="/World/MyGraph",
# Second parameter is a dictionary
edit_commands={
# Delete a node or list of nodes that already existed in the graph
# See omni.graph.core.GraphController.delete_nodes() for more options
keys.DELETE_NODES: ["MyNode"],
# Create new nodes in the graph - the resulting og.Nodes are returned in the "nodes" part of the tuple
# See omni.graph.core.GraphController.create_node() for more options
keys.CREATE_NODES: [
("src", "omni.graph.tutorials.SimpleData"),
("dst", "omni.graph.tutorials.SimpleData"),
],
# Create new (dynamic) attributes on some nodes.
# See omni.graph.core.NodeController.create_attribute() for more options
keys.CREATE_ATTRIBUTES: [
("src.inputs:dyn_float", "float"),
("dst.inputs:dyn_any", "any"),
],
# Create new prims in the stage - the resulting Usd.Prims are returned in the "prims" part of the tuple
# See omni.graph.core.GraphController.create_prims() for more options
keys.CREATE_PRIMS: [
("Prim1", {"attrFloat": ("float", 2.0)}),
("Prim2", {"attrBool": ("bool", True)}),
],
# Expose on of the prims to OmniGraph by creating a USD import node to read it as a bundle.
# The resulting node is in the "nodes" part of the tuple, after any native OmniGraph node types.
# See omni.graph.core.GraphController.expose_prims() for more options
keys.EXPOSE_PRIMS: [(og.Controller.PrimExposureType.AS_BUNDLE, "Prim1", "Prim1Exposed")],
# Connect a source output to a destination input to create a flow of data between the two nodes
# See omni.graph.core.GraphController.connect() for more options
keys.CONNECT: [("src.outputs:a_int", "dst.inputs:a_int")],
# Disconnect an already existing connection.
# See omni.graph.core.GraphController.disconnect() for more options
keys.DISCONNECT: [
("/World/MyGraph/MyClassNode.outputs:a_bool", "/World/MyGraph/KnownNode.inputs:a_bool")
],
# Define an attribute's value (inputs and state attributes only - outputs are computed)
# See omni.graph.core.DataView.set() for more options
keys.SET_VALUES: [("src.inputs:a_int", 5)],
# Create graph-local variable values
# See omni.graph.core.GraphController.create_variables() for more options
keys.CREATE_VARIABLES: [("a_float_var", og.Type(og.BaseDataType.FLOAT)), ("a_bool_var", "bool")],
},
# Parameters from here down could also be saved as part of the object and reused repeatedly if you had
# created a controller rather than calling edit() as a class method
path_to_object_map=None, # Saved object-to-path map, bootstraps any created as part of the call
update_usd=True, # Immediately echo the changes to the underlying USD
undoable=True, # If False then do not remember previous state - useful for writing tests
allow_exists_node=False, # If True then silently succeed requests to create already existing nodes
allow_exists_prim=False, # If True then silently succeed requests to create already existing prims
)
# end-controller-big-edit
# --------------------------------------------------------------------------------------------------------------
async def test_object_lookup_api(self):
"""Contrived test that exercises the entire API of the ObjectLookup, as well as serving as a location for
documentation to be extracted, illustrated by running code so that the documentation does not get out of
date. The documentation sections are demarcated by {begin/end}-object-lookup-XX pairs.
"""
# begin-object-lookup-boilerplate
import omni.graph.core as og
import omni.usd
from pxr import OmniGraphSchema, Sdf
keys = og.Controller.Keys
# Note that when you extract the parameters this way it is important to have the trailing "," in the node
# and prim tuples so that Python doesn't try to interpret them as single objects.
(graph, (node,), (prim,), _) = og.Controller.edit(
"/World/MyGraph",
{
keys.CREATE_NODES: ("MyNode", "omni.graph.test.TestAllDataTypes"),
keys.CREATE_PRIMS: ("MyPrim", {"myFloat": ("float", 0)}),
keys.CREATE_VARIABLES: ("MyVariable", "float"),
},
)
assert prim.IsValid()
attribute = node.get_attribute("inputs:a_bool")
relationship_attribute = node.get_attribute("inputs:a_target")
attribute_type = attribute.get_resolved_type()
node_type = node.get_node_type()
variable = graph.get_variables()[0]
stage = omni.usd.get_context().get_stage()
# end-object-lookup-boilerplate
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-graph
# Look up the graph directly from itself (to simplify code)
assert graph == og.Controller.graph(graph)
# Look up the graph by path
assert graph == og.Controller.graph("/World/MyGraph")
# Look up the graph by Usd Prim
graph_prim = stage.GetPrimAtPath("/World/MyGraph")
assert graph == og.Controller.graph(graph_prim)
# Look up by a Usd Schema object
graph_schema = OmniGraphSchema.OmniGraph(graph_prim)
assert graph == og.Controller.graph(graph_schema)
# Look up the graph by SdfPath
path = Sdf.Path("/World/MyGraph")
assert graph == og.Controller.graph(path)
# Look up a list of graphs by passing a list of any of the above
for new_graph in og.Controller.graph([graph, "/World/MyGraph", path]):
assert graph == new_graph
# end-object-lookup-graph
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-node
# Look up the node directly from itself (to simplify code)
assert node == og.Controller.node(node)
# Look up the node by path
assert node == og.Controller.node("/World/MyGraph/MyNode")
# Look up the node by partial path and graph.
# The graph parameter can be any of the ones supported by og.Controller.graph()
assert node == og.Controller.node(("MyNode", graph))
# Look up the node by SdfPath
node_path = Sdf.Path("/World/MyGraph/MyNode")
assert node == og.Controller.node(node_path)
# Look up the node from its underlying USD prim backing, if it exists
node_prim = stage.GetPrimAtPath("/World/MyGraph/MyNode")
assert node == og.Controller.node(node_prim)
# Look up a list of nodes by passing a list of any of the above
for new_node in og.Controller.node([node, "/World/MyGraph/MyNode", ("MyNode", graph), node_path, node_prim]):
assert node == new_node
# end-object-lookup-node
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-attribute
# Look up the attribute directly from itself (to simplify code)
assert attribute == og.Controller.attribute(attribute)
# Look up the attribute by path
assert attribute == og.Controller.attribute("/World/MyGraph/MyNode.inputs:a_bool")
# Look up the attribute by SdfPath
assert attribute == og.Controller.attribute(Sdf.Path("/World/MyGraph/MyNode.inputs:a_bool"))
# Look up the attribute by name and node
assert attribute == og.Controller.attribute(("inputs:a_bool", node))
# These can chain, so you can also look up the attribute by name and node, where node is further looked up by
# relative path and graph
assert attribute == og.Controller.attribute(("inputs:a_bool", ("MyNode", graph)))
# Look up the attribute by SdfPath
attr_path = Sdf.Path("/World/MyGraph/MyNode.inputs:a_bool")
assert attribute == og.Controller.attribute(attr_path)
# Look up the attribute through its Usd counterpart
stage = omni.usd.get_context().get_stage()
node_prim = stage.GetPrimAtPath("/World/MyGraph/MyNode")
usd_attribute = node_prim.GetAttribute("inputs:a_bool")
assert attribute == og.Controller.attribute(usd_attribute)
# Look up a list of attributes by passing a list of any of the above
for new_attribute in og.Controller.attribute(
[
attribute,
"/World/MyGraph/MyNode.inputs:a_bool",
Sdf.Path("/World/MyGraph/MyNode.inputs:a_bool"),
("inputs:a_bool", node),
("inputs:a_bool", ("MyNode", graph)),
attr_path,
usd_attribute,
]
):
assert attribute == new_attribute
# end-object-lookup-attribute
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-attribute-type
attribute_type = og.Type(og.BaseDataType.FLOAT, tuple_count=3, array_depth=1, role=og.AttributeRole.POSITION)
# Look up the attribute type by OGN type name
assert attribute_type == og.Controller.attribute_type("pointf[3][]")
# Look up the attribute type by SDF type name
assert attribute_type == og.Controller.attribute_type("point3f[]")
# Look up the attribute type directly from itself (to simplify code)
assert attribute_type == og.Controller.attribute_type(attribute_type)
# Look up the attribute type from the attribute with that type
point_attribute = og.Controller.attribute(("inputs:a_pointf_3_array", node))
assert attribute_type == og.Controller.attribute_type(point_attribute)
# Look up the attribute type from the attribute data whose attribute has that type (most commonly done with
# attributes that have extended types or attributes belonging to bundles)
point_attribute_data = point_attribute.get_attribute_data()
assert attribute_type == og.Controller.attribute_type(point_attribute_data)
# end-object-lookup-attribute-type
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-node-type
node_type = node.get_node_type()
# Look up the node type directly from itself (to simplify code)
assert node_type == og.Controller.node_type(node_type)
# Look up the node type from the string that uniquely identifies it
assert node_type == og.Controller.node_type("omni.graph.test.TestAllDataTypes")
# Look up the node type from the node with that type
assert node_type == og.Controller.node_type(node)
# Look up the node type from the USD Prim backing a node of that type
assert node_type == og.Controller.node_type(node_prim)
# Look up a list of node types by passing a list of any of the above
for new_node_type in og.Controller.node_type(
[
node_type,
"omni.graph.test.TestAllDataTypes",
node,
node_prim,
]
):
assert node_type == new_node_type
# end-object-lookup-node-type
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-prim
# Look up the prim directly from itself (to simplify code)
assert node_prim == og.Controller.prim(node_prim)
# Look up the prim from the prim path as a string
assert node_prim == og.Controller.prim("/World/MyGraph/MyNode")
# Look up the prim from the Sdf.Path pointing to the prim
assert node_prim == og.Controller.prim(node_path)
# Look up the prim from the OmniGraph node for which it is the backing
assert node_prim == og.Controller.prim(node)
# Look up the prim from the (node_path, graph) tuple defining the OmniGraph node for which it is the backing
assert node_prim == og.Controller.prim(("MyNode", graph))
# Look up the prim from an OmniGraph graph
assert graph_prim == og.Controller.prim(graph)
# Look up a list of prims by passing a list of any of the above
for new_prim in og.Controller.prim(
[
node_prim,
"/World/MyGraph/MyNode",
node_path,
node,
("MyNode", graph),
]
):
assert node_prim == new_prim
# end-object-lookup-prim
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-usd-attribute
# USD attributes can be looked up with the same parameters as for looking up an OmniGraph attribute
# Look up the USD attribute directly from itself (to simplify code)
assert usd_attribute == og.Controller.usd_attribute(usd_attribute)
# Look up the USD attribute by path
assert usd_attribute == og.Controller.usd_attribute("/World/MyGraph/MyNode.inputs:a_bool")
# Look up the USD attribute by name and node
assert usd_attribute == og.Controller.usd_attribute(("inputs:a_bool", node))
# These can chain, so you can also look up the USD attribute by name and node, where node is further looked up by
# relative path and graph
assert usd_attribute == og.Controller.usd_attribute(("inputs:a_bool", ("MyNode", graph)))
# Look up the USD attribute by SdfPath
attr_path = Sdf.Path("/World/MyGraph/MyNode.inputs:a_bool")
assert usd_attribute == og.Controller.usd_attribute(attr_path)
# Look up the USD attribute through its OmniGraph counterpart
assert usd_attribute == og.Controller.usd_attribute(attribute)
# Look up a list of attributes by passing a list of any of the above
for new_usd_attribute in og.Controller.usd_attribute(
[
usd_attribute,
"/World/MyGraph/MyNode.inputs:a_bool",
("inputs:a_bool", node),
("inputs:a_bool", ("MyNode", graph)),
attr_path,
attribute,
]
):
assert usd_attribute == new_usd_attribute
# end-object-lookup-usd-attribute
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-usd-relationship
# USD relationships can be looked up with the same parameters as for looking up an OmniGraph attribute. This applies
# when the attribute is backed by a USD relationship instead of a USD attribute.
usd_relationship = node_prim.GetRelationship("inputs:a_target")
# Look up the USD relationship directly from itself (to simplify code)
assert usd_relationship == og.Controller.usd_relationship(usd_relationship)
# Look up the USD relationship by path
assert usd_relationship == og.Controller.usd_relationship("/World/MyGraph/MyNode.inputs:a_target")
# Look up the USD relationship by name and node
assert usd_relationship == og.Controller.usd_relationship(("inputs:a_target", node))
# These can chain, so you can also look up the USD relationship by name and node, where node is further looked up by
# relative path and graph
assert usd_relationship == og.Controller.usd_relationship(("inputs:a_target", ("MyNode", graph)))
# Look up the USD attribute by SdfPath
relationship_path = Sdf.Path("/World/MyGraph/MyNode.inputs:a_target")
assert usd_relationship == og.Controller.usd_relationship(relationship_path)
# Look up the USD attribute through its OmniGraph counterpart
assert usd_relationship == og.Controller.usd_relationship(relationship_attribute)
# Look up a list of relationship by passing a list of any of the above
for new_usd_relationship in og.Controller.usd_relationship(
[
usd_relationship,
"/World/MyGraph/MyNode.inputs:a_target",
("inputs:a_target", node),
("inputs:a_target", ("MyNode", graph)),
relationship_path,
relationship_attribute,
]
):
assert usd_relationship == new_usd_relationship
# end-object-lookup-usd-relationship
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-usd-property
# USD properties can be looked up with the same parameters as for looking up an OmniGraph attribute. A property
# is useful when it is not known ahead of time whether an og.Attribute is backed by a USD attribute or a USD relationship.
# Look up the USD property directly from itself (to simplify code)
assert usd_relationship == og.Controller.usd_property(usd_relationship)
assert usd_attribute == og.Controller.usd_property(usd_attribute)
# Look up the USD property by path
assert usd_relationship == og.Controller.usd_property("/World/MyGraph/MyNode.inputs:a_target")
assert usd_attribute == og.Controller.usd_property("/World/MyGraph/MyNode.inputs:a_bool")
# Look up the USD property by name and node
assert usd_relationship == og.Controller.usd_property(("inputs:a_target", node))
assert usd_attribute == og.Controller.usd_property(usd_attribute)
# These can chain, so you can also look up the USD property by name and node, where node is further looked up by
# relative path and graph
assert usd_relationship == og.Controller.usd_property(("inputs:a_target", ("MyNode", graph)))
assert usd_attribute == og.Controller.usd_property(("inputs:a_bool", ("MyNode", graph)))
# Look up the USD property by SdfPath
assert usd_relationship == og.Controller.usd_property(relationship_path)
assert usd_attribute == og.Controller.usd_property(attr_path)
# Look up the USD property through its OmniGraph counterpart
assert usd_relationship == og.Controller.usd_property(relationship_attribute)
assert usd_attribute == og.Controller.usd_property(usd_attribute)
# Look up a list of properties by passing a list of any of the above
for new_usd_property in og.Controller.usd_property(
[
usd_relationship,
usd_attribute,
"/World/MyGraph/MyNode.inputs:a_target",
"/World/MyGraph/MyNode.inputs:a_bool",
("inputs:a_target", node),
("inputs:a_bool", node),
("inputs:a_target", ("MyNode", graph)),
("inputs:a_bool", ("MyNode", graph)),
relationship_path,
attr_path,
relationship_attribute,
usd_attribute,
]
):
assert new_usd_property in (usd_relationship, usd_attribute)
# end-object-lookup-usd-property
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-variable
# Look up the variable directly from itself (to simplify code)
assert variable == og.Controller.variable(variable)
# Look up the variable from a tuple with the variable name and the graph to which it belongs
assert variable == og.Controller.variable((graph, "MyVariable"))
# Look up the variable from a path string pointing directly to it
assert variable == og.Controller.variable(variable.source_path)
# Look up the variable from an Sdf.Path pointing directly to it
variable_path = Sdf.Path(variable.source_path)
assert variable == og.Controller.variable(variable_path)
# Look up a list of variables by passing a list of any of the above
for new_variable in og.Controller.variable(
[
variable,
(graph, "MyVariable"),
variable.source_path,
variable_path,
]
):
assert variable == new_variable
# end-object-lookup-variable
# --------------------------------------------------------------------------------------------------------------
# begin-object-lookup-utilities
# Look up the path to an attribute given any of the types an attribute lookup recognizes
for attribute_spec in [
attribute,
"/World/MyGraph/MyNode.inputs:a_bool",
("inputs:a_bool", node),
("inputs:a_bool", ("MyNode", graph)),
attr_path,
usd_attribute,
]:
assert attribute.get_path() == og.Controller.attribute_path(attribute_spec)
# Look up the path to a node given any of the types a node lookup recognizes
for node_spec in [node, "/World/MyGraph/MyNode", ("MyNode", graph), node_path, node_prim]:
assert node.get_prim_path() == og.Controller.node_path(node_spec)
# Look up the path to a prim given any of the types a prim lookup recognizes
for prim_spec in [node_prim, "/World/MyGraph/MyNode", node_path, node, ("MyNode", graph)]:
assert node_prim.GetPrimPath() == og.Controller.prim_path(prim_spec)
# Look up the path to a prim given any of the types a graph lookup recognizes
graph_path = graph.get_path_to_graph()
for graph_spec in [graph, graph_path, Sdf.Path(graph_path)]:
assert graph_path == og.Controller.prim_path(graph_spec)
# Look up a list of paths to prims given a list of any of the types a prim lookup recognizes
for new_path in og.Controller.prim_path(
[node_prim, "/World/MyGraph/MyNode", node_path, node, ("MyNode", graph)]
):
assert node_prim.GetPrimPath() == new_path
# Separate the graph name from the node name in a full path to a node
assert (graph, "MyNode") == og.Controller.split_graph_from_node_path("/World/MyGraph/MyNode")
# Separate the graph name from the node name in an Sdf.Path to a node
assert (graph, "MyNode") == og.Controller.split_graph_from_node_path(node_path)
# end-object-lookup-utilities
# --------------------------------------------------------------------------------------------------------------
async def test_graph_controller_api(self):
"""Contrived test that exercises the entire API of the GraphController, as well as serving as a location for
documentation to be extracted, illustrated by running code so that the documentation does not get out of
date. The documentation sections are demarcated by {begin/end}-graph-controller-XX pairs.
"""
# begin-graph-controller-boilerplate
import omni.graph.core as og
import omni.kit
from pxr import Sdf
node_type_name = "omni.graph.test.TestAllDataTypes"
node_type = og.Controller.node_type(node_type_name)
# end-graph-controller-boilerplate
# begin-graph-controller-init
# Explanation of the non-default values in the constructor
controller = og.GraphController(
update_usd=False, # Only update Fabric when paths are added are removed, do not propagate to USD
undoable=False, # Do not save information on changes for later undo (most applicable to testing)
# If a node specification in og.GraphController.create_node() exists then silently succeed instead of
# raising an exception
allow_exists_node=True,
# If a prim specification in og.GraphController.create_prim() exists then silently succeed instead of
# raising an exception
allow_exists_prim=True,
)
assert controller is not None
# The default values are what is assumed when class methods are called. Where they apply to any of the
# functions they can also be passed to the class method functions to specify non-default values.
# end-graph-controller-init
# begin-graph-controller-create_graph
# Simple method of creating a graph just passes the desire prim path to it. This creates a graph using all
# of the default parameters.
graph = og.GraphController.create_graph("/World/MyGraph")
assert graph.is_valid()
# If you want to customize the type of graph then instead of passing just a path you can pass a dictionary
# graph configuration values. See the developer documentation of omni.graph.core.GraphController.create_graph
# for details on what each parameter means
action_graph = og.GraphController.create_graph(
{
"graph_path": "/World/MyActionGraph",
"node_name": "MyActionGraph",
"evaluator_name": "execution",
"is_global_graph": True,
"backed_by_usd": True,
"fc_backing_type": og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
"pipeline_stage": og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION,
"evaluation_mode": og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC,
}
)
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-create_graph
# begin-graph-controller-create_node
# Creates a new node in an existing graph.
# The two mandatory parameters are node path and node type. The node path can be any of the types recognized
# by the omni.graph.core.ObjectLookup.node_path() method and the node type can be any of the types recognized
# by the omni.graph.core.ObjectLookup.node_type() method.
node_by_path = og.GraphController.create_node(
node_id="/World/MyGraph/MyNode",
node_type_id=node_type_name,
)
assert node_by_path.is_valid()
node_by_name = og.GraphController.create_node(
node_id=("MyNodeByName", graph),
node_type_id=node_type,
)
assert node_by_name.is_valid()
node_by_sdf_path = Sdf.Path("/World/MyGraph/MyNodeBySdf")
node_by_sdf = og.GraphController.create_node(node_id=node_by_sdf_path, node_type_id=node_by_name)
assert node_by_sdf.is_valid()
# Also accepts the "update_usd", "undoable", and "allow_exists_node" shared construction parameters
# end-graph-controller-create_node
# begin-graph-controller-create_prim
# Creates a new prim on the USD stage
# You can just specify the prim path to get a default prim type with no attributes. The prim_path argument
# can accept any value accepted by omni.graph.core.ObjectLookup.prim_path
prim_empty = og.GraphController.create_prim(prim_path="/World/MyEmptyPrim")
assert prim_empty.IsValid()
# You can add a prim type if you want the prim to be a specific type, including schema types
prim_cube = og.GraphController.create_prim(prim_path=Sdf.Path("/World/MyCube"), prim_type="Cube")
assert prim_cube.IsValid()
# You can also populate the prim with some attributes and values using the attribute_values parameter, which
# accepts a dictionary of Name:(Type,Value). An attribute named "Name" will be created with type "Type"
# (specified in either USD or SDF type format), and initial value "Value" (specified in any format compatible
# with the Usd.Attribute.Set() function). The names do not have to conform to the usual OGN standards of
# starting with one of the "inputs", "outputs", or "state" namespaces, though they can. The "Type" value is
# restricted to the USD-native types, so things like "any", "bundle", and "execution" are not allowed.
prim_with_values = og.GraphController.create_prim(
prim_path="/World/MyValuedPrim",
attribute_values={
"someFloat": ("float", 3.0),
"inputs:float3": ("float3", [1.0, 2.0, 3.0]),
"someFloat3": ("float[3]", [4.0, 5.0, 6.0]),
"someColor": ("color3d", [0.5, 0.6, 0.2]),
},
)
assert prim_with_values.IsValid()
# Also accepts the "undoable" and "allow_exists_prim" shared construction parameters
# end-graph-controller-create_prim
# begin-graph-controller-create_variable
# To construct a variable the graph must be specified, along with the name and type of variable.
# The variable type can only be an omni.graph.core.Type or a string representing one of those types.
float_variable = og.GraphController.create_variable(graph_id=graph, name="FloatVar", var_type="float")
assert float_variable.valid
color3_type = og.Type(og.BaseDataType.FLOAT, 3, role=og.AttributeRole.COLOR)
color3_variable = og.GraphController.create_variable(graph_id=graph, name="Color3Var", var_type=color3_type)
assert color3_variable.valid
# Also accepts the "undoable" shared construction parameter
# end-graph-controller-create_variable
# begin-graph-controller-delete_node
# To delete a node you can pass in a node_id, as accepted by omni.graph.core.ObjectLookup.node, or a node
# name and a graph_id as accepted by omni.graph.core.ObjectLookup.graph.
og.GraphController.delete_node(node_by_sdf)
# The undo flag was the global default so this operation is undoable
omni.kit.undo.undo()
# HOWEVER, you must get the node reference back as it may have been altered by the undo
node_by_sdf = og.Controller.node(node_by_sdf_path)
# Try it a different way
og.GraphController.delete_node(node_id="MyNodeBySdf", graph_id=graph)
# If you do not know if the node exists or not you can choose to ignore that case and silently succeed
og.GraphController.delete_node(node_id=node_by_sdf_path, ignore_if_missing=True)
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-delete_node
# begin-graph-controller-expose_prim
# USD prims cannot be directly visible in OmniGraph so instead you must expose them through an import or
# export node. See the documentation of the function for details on the different ways you can expose a prim
# to OmniGraph.
# A prim is exposed as a new OmniGraph node of a given type where the exposure process creates the node and
# the necessary links to the underlying prim. The OmniGraph node can then be used as any others might.
# The prim_id can accept any type accepted by omni.graph.core.ObjectLookup.prim() and the node_path_id can
# accept any type accepted by omni.graph.core.ObjectLookup.node_path()
exposed_empty = og.GraphController.expose_prim(
exposure_type=og.GraphController.PrimExposureType.AS_BUNDLE,
prim_id="/World/MyEmptyPrim",
node_path_id="/World/MyActionGraph/MyEmptyNode",
)
assert exposed_empty is not None
exposed_cube = og.GraphController.expose_prim(
exposure_type=og.GraphController.PrimExposureType.AS_ATTRIBUTES,
prim_id=prim_cube,
node_path_id=("MyCubeNode", action_graph),
)
assert exposed_cube is not None
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-expose_prim
# begin-graph-controller-connect
# Once you have more than one node in a graph you will want to connect them so that the results of one node's
# computation can be passed on to another for further computation - the true power of OmniGraph. The connection
# sends data from the attribute in "src_spec" and sends it to the attribute in "dst_spec". Both of those
# parameters can accept anything accepted by omni.graph.core.ObjectLookup.attribute
og.GraphController.connect(
src_spec=("outputs:a_bool", ("MyNode", graph)),
dst_spec="/World/MyGraph/MyNodeByName/outputs:a_bool",
)
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-connect
# begin-graph-controller-disconnect
# As part of wiring the nodes together you may also want to break connections, either to make a new connection
# elsewhere or just to leave the attributes unconnected. The disconnect method is a mirror of the connect
# method, taking the same parameters and breaking any existing connection between them. It is any error to try
# to disconnect two unconnected attributes.
og.GraphController.disconnect(
src_spec=("outputs:a_bool", ("MyNode", graph)),
dst_spec="/World/MyGraph/MyNodeByName/outputs:a_bool",
)
omni.kit.undo.undo()
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-disconnect
# begin-graph-controller-disconnect_all
# Sometimes you don't know or don't care what an attribute is connected to, you just want to remove all of its
# connections, both coming to and going from it. The single attribute_spec parameter tells which attribute is to
# be disconnected, accepting any value accepted by omni.graph.ObjectLookup.attribute
og.GraphController.disconnect_all(attribute_spec=("outputs:a_bool", ("MyNode", graph)))
# As this just disconnects "all" if an attribute is not connected to anything it will silently succeed
og.GraphController.disconnect_all(attribute_spec=("outputs:a_bool", ("MyNode", graph)))
# Also accepts the "update_usd" and "undoable" shared construction parameters
# end-graph-controller-disconnect_all
# begin-graph-controller-set_variable_default_value
# After creation a graph variable will have zeroes as its default value. You may want to set some other default
# so that when the graph is instantiated a second time the defaults are non-zero. The variable_id parameter
# accepts anything accepted by omni.graph.core.ObjectLookup.variable() and the value must be a data type
# compatible with the type of the (already existing) variable
# For example you might have a color variable that you wish to initialize in all subsequent graphs to red
og.GraphController.set_variable_default_value(variable_id=(graph, "Color3Var"), value=(1.0, 0.0, 0.0))
# end-graph-controller-set_variable_default_value
# begin-graph-controller-get_variable_default_value
# If you are using variables to configure your graphs you probably want to know what the default values are,
# especially if someone else created them. You can read the default for a given variable, where the variable_id
# parameter accepts anything accepted by omni.graph.core.ObjectLookup.variable().
color_default = og.GraphController.get_variable_default_value(variable_id=color3_variable)
assert color_default == (1.0, 0.0, 0.0)
# end-graph-controller-get_variable_default_value
# --------------------------------------------------------------------------------------------------------------
async def test_node_controller_api(self):
"""Contrived test that exercises the entire API of the NodeController, as well as serving as a location for
documentation to be extracted, illustrated by running code so that the documentation does not get out of
date. The documentation sections are demarcated by {begin/end}-node-controller-XX pairs.
"""
# begin-node-controller-boilerplate
import omni.graph.core as og
keys = og.Controller.Keys
(_, (node,), _, _) = og.Controller.edit(
"/World/MyGraph",
{
keys.CREATE_NODES: ("MyNode", "omni.graph.test.TestAllDataTypes"),
},
)
assert node.is_valid()
# end-node-controller-boilerplate
# begin-node-controller-init
# The NodeController constructor only recognizes one parameter
controller = og.NodeController(
update_usd=False, # Only update Fabric when attributes are added or removed, do not propagate to USD
)
assert controller is not None
# end-node-controller-init
# begin-node-controller-create_attribute
# Creating new, or "dynamic", attributes on a node requires the same information you would find in a .ogn
# description of the attribute. The mandatory pieces are "node" on which it is to be created, accepting
# anything accepted by omni.graph.core.ObjectLookup.node, the name of the attribute not including the port
# namespace (i.e. without the "inputs:", "outputs:", or "state:" prefix, though you can leave it on if you
# prefer), the type "attr_type" of the attribute, accepting anything accepted by
# omni.graph.core.ObjectLookup.attribute_type.
# The default here is to create an input attribute of type float
float_attr = og.NodeController.create_attribute(node, "theFloat", "float")
assert float_attr.is_valid()
# Using the namespace is okay, but redundant
double_attr = og.NodeController.create_attribute("/World/MyGraph/MyNode", "inputs:theDouble", "double")
assert double_attr.is_valid()
# Unless you want a non-default port type, in which case it will be extracted from the name
int_attr = og.NodeController.create_attribute(node, "outputs:theInt", og.Type(og.BaseDataType.INT))
assert int_attr.is_valid()
# ...or you can just specify the port explicitly and omit the namespace
int2_attr = og.NodeController.create_attribute(
node, "theInt2", "int2", attr_port=og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
assert int2_attr.is_valid()
# The default will set an initial value on your attribute, though it is not remembered in the future
float_1_attr = og.NodeController.create_attribute(node, "the1Float", "float", attr_default=1.0)
assert float_1_attr.is_valid()
# Mismatching between an explicit namespace and a port type will result in a duplicated namespace so be careful
error_attr = og.NodeController.create_attribute(node, "outputs:theError", "float")
assert error_attr.get_path() == "/World/MyGraph/MyNode.inputs:outputs:theError"
assert error_attr.is_valid()
# Lastly the special "extended" types of attributes (any or union) can be explicitly specified through
# the "attr_extended_type" parameter. When this is anything other than the default then the "attr_type"
# parameter will be ignored in favor of the extended type definition, however it must still be a legal type.
# This simplest type of extended attribute is "any", whose value can be any legal type.
union_attr = og.NodeController.create_attribute(
node, "theAny", attr_type="float", attr_extended_type=og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
assert union_attr.is_valid()
# Note that with any extended type the "default" is invalid and will be ignored
any_other_attr = og.NodeController.create_attribute(
node, "theOtherAny", "token", default=5, attr_extended_type=og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
assert any_other_attr.is_valid()
# If you want a more restricted set of types you can instead use the extended union type. When specifying
# that type it will be a 2-tuple where the second value is a list of types accepted by the union. For example
# this attribute will accept either doubles or floats as value types. (See the documentation on extended
# attribute types for more information on how types are resolved.)
union_attr = og.NodeController.create_attribute(
node,
"theUnion",
"token",
attr_extended_type=(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION, ["double", "float"]),
)
assert union_attr.is_valid()
# Also accepts the "undoable" shared construction parameter
# end-node-controller-create_attribute
# begin-node-controller-remove_attribute
# Dynamic attributes are a powerful method of reconfiguring a node at runtime, and as such you will also want
# to remove them. The "attribute" parameter accepts anything accepted by
# omni.graph.core.ObjectLookup.attribute(). (The "node" parameter, while still functional, is only there for
# historical reasons and can be ignored.)
og.NodeController.remove_attribute(error_attr)
og.NodeController.remove_attribute(("inputs:theUnion", node))
# Also accepts the "undoable" shared construction parameter
# end-node-controller-remove_attribute
# begin-node-controller-safe_node_name
# This is a utility you can use to ensure a node name is safe for use in the USD backing prim. Normally
# OmniGraph will take care of this for you but if you wish to dynamically create nodes using USD names you can
# use this to confirm that your name is safe for use as a prim.
assert og.NodeController.safe_node_name("omni.graph.node.name") == "omni_graph_node_name"
# There is also an option to use a shortened name rather than replacing dots with underscores
assert og.NodeController.safe_node_name("omni.graph.node.name", abbreviated=True) == "name"
# end-node-controller-safe_node_name
# --------------------------------------------------------------------------------------------------------------
async def test_data_view_api(self):
"""Contrived test that exercises the entire API of the DataView, as well as serving as a location for
documentation to be extracted, illustrated by running code so that the documentation does not get out of
date. The documentation sections are demarcated by {begin/end}-data-view-XX pairs.
"""
# begin-data-view-boilerplate
import omni.graph.core as og
keys = og.Controller.Keys
(_, (node, any_node,), _, _) = og.Controller.edit(
"/World/MyGraph",
{
keys.CREATE_NODES: [
("MyNode", "omni.graph.test.TestAllDataTypes"),
("MyAnyNode", "omni.graph.tutorials.ExtendedTypes"),
],
keys.SET_VALUES: [
("MyNode.inputs:a_int", 3),
],
},
)
int_attr = og.Controller.attribute("inputs:a_int", node)
union_attr = og.Controller.attribute("inputs:floatOrToken", any_node)
float_array_attr = og.Controller.attribute("outputs:a_float_array", node)
double_array_attr = og.Controller.attribute("outputs:a_double_array", node)
# end-data-view-boilerplate
# begin-data-view-init
# The DataView constructor can take a number of parameters, mostly useful if you intend to make repeated
# calls with the same configuration.
# The most common parameter is the attribute on which you will operate. The parameter accepts anything
# accepted by omni.graph.core.ObjectLookup.attribute()
per_attr_view = og.DataView(attribute=int_attr)
assert per_attr_view
# Subsequent calls to per_attr_view functions will always apply to "int_attr"
# You can also force USD and undo configurations, as per other classes like omni.graph.core.NodeController
do_now = og.DataView(update_usd=False, undoable=False)
assert do_now is not None
# To keep memory operations on a single device you can configure the DataView to always use the GPU
gpu_view = og.DataView(on_gpu=True, gpu_ptr_kind=og.PtrToPtrKind.CPU)
# You can retrieve the GPU pointer kind (i.e. where the memory pointing to GPU arrays lives)
assert gpu_view.gpu_ptr_kind == og.PtrToPtrKind.CPU
# And if you are working with an instanced graph you can isolate the DataView to a single instance. Also
# handy for looping through different instances.
instance_view = og.DataView(instance=1)
assert instance_view is not None
# end-data-view-init
# begin-data-view-get
# Reading the value of an attribute is the most common operation you'll want to use.
assert og.DataView.get(attribute=int_attr) == 3
# If you've already configured the attribute you don't need to specify it, and you can reuse it
assert per_attr_view.get() == 3
assert per_attr_view.get() == 3
# As a special case, when you have array attributes that you want to write on you can specify an array size
# when you get the reference with the "reserved_element_count" parameter
array_to_write = og.DataView.get(attribute=float_array_attr)
assert len(array_to_write) == 2
array_to_write = og.DataView.get(attribute=float_array_attr, reserved_element_count=5)
assert len(array_to_write) == 5
# Only valid on GPU array attributes is the "return_type" argument. Normally array values are returned in
# numpy wrappers, however you can get the data as raw pointers as well if you want to handle processing of
# the data yourself or cast it to some other library type. This also illustrates how you can use the
# pre-configured constructed GPU view to get specific attribute values on the GPU.
raw_array = gpu_view.get(attribute=double_array_attr, return_type=og.WrappedArrayType.RAW)
# The return value is omni.graph.core.DataWrapper, which describes its device-specific data and configuration
assert raw_array.gpu_ptr_kind == og.PtrToPtrKind.CPU
# Also accepts overrides to the global parameters "on_gpu", "gpu_ptr_kind", and "instance"
# end-data-view-get
# begin-data-view-get_array_size
# An array size may be set without actually allocating space for it. In the case of very large arrays this can
# be quite useful. The get_array_size function lets you find the number of elements that will be in the array
# if you request the data, either on GPU or CPU.
assert og.DataView.get_array_size(float_array_attr) == 5
# Also accepts overrides to the global parameter "instance"
# end-data-view-get_array_size
# begin-data-view-set
# The counterpart to getting values is of course setting them. Normally through this interface you will be
# setting values on input attributes, or sometimes state attributes, relying on the generated database to
# provide the interface for setting output values as part of your node's compute function.
# The "attribute" parameter accepts anything accepted by omni.graph.core.ObjectLookup.attribute(), and the
# "value" parameter must be a legal value for the attribute type.
og.DataView.set(attribute=int_attr, value=5)
assert og.DataView.get(int_attr) == 5
# An optional "update_usd" argument does what you'd expect, preventing the update of the USD backing value
# for the attribute you just set.
await og.Controller.evaluate()
og.DataView.set(int_attr, value=10, update_usd=False)
usd_attribute = og.ObjectLookup.usd_attribute(int_attr)
assert usd_attribute.Get() != 10
# The values being set are flexible as well, with the ability to use a dictionary format so that you can set
# the type for any of the extended attributes.
og.DataView.set(union_attr, value={"type": "float", "value": 3.5})
assert og.DataView.get(union_attr) == 3.5
# Also accepts overrides to the global parameters "on_gpu", "gpu_ptr_kind", and "instance"
# end-data-view-set
# begin-data-view-context
# Sometimes you are calling unknown code and you want to ensure USD updates are performed the way you want
# them. The DataView class provides a method that returns a contextmanager for just such a purpose.
with og.DataView.force_usd_update(False):
int_view = og.DataView(int_attr)
int_view.set(value=20)
# The USD value does not update, even though normally the default is to update
assert usd_attribute.Get() != 20
with og.DataView.force_usd_update(True):
int_view = og.DataView(int_attr)
int_view.set(value=30)
# The USD value updates
assert usd_attribute.Get() == 30
# end-data-view-context
| 54,518 | Python | 53.247761 | 130 | 0.627884 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_node_type_forwarding.py | """Tests that exercise node type forwarding using real node types as examples"""
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
# ==============================================================================================================
class TestNodeTypeForwarding(ogts.OmniGraphTestCase):
async def test_simple_forward(self):
"""Test that a simple forwarding using a known hardcoded forwarding works properly"""
old_type = "omni.graph.nodes.ComposeTuple2"
new_type = "omni.graph.nodes.MakeVector2"
new_extension = "omni.graph.nodes"
interface = ogu.get_node_type_forwarding_interface()
self.assertEqual(interface.find_forward(old_type, 1), (new_type, 1, new_extension))
keys = og.Controller.Keys
(_, (node,), _, _) = og.Controller.edit("/TestGraph", {keys.CREATE_NODES: ("ForwardedNode", old_type)})
self.assertEqual(node.get_node_type().get_node_type(), new_type)
# --------------------------------------------------------------------------------------------------------------
async def test_runtime_forward(self):
"""Test that a forwarding that is added at runtime works properly"""
old_type = "omni.graph.nodes.MakeVector2"
new_type = "omni.graph.nodes.MakeVector3"
new_extension = "omni.graph.nodes"
interface = ogu.get_node_type_forwarding_interface()
interface.define_forward(old_type, 1, new_type, 1, new_extension)
self.assertEqual(interface.find_forward(old_type, 1), (new_type, 1, new_extension))
keys = og.Controller.Keys
(graph, (node,), _, _) = og.Controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: ("ForwardedNode", old_type),
},
)
# Make sure the node type was properly forwarded
self.assertEqual(node.get_node_type().get_node_type(), new_type)
# Remove the forwarding and check that the same creation type now yields the original unforwarded node type
interface.remove_forward(old_type, 1)
(_, (new_node,), _, _) = og.Controller.edit(
graph,
{
keys.CREATE_NODES: ("RegularNode", old_type),
},
)
self.assertEqual(new_node.get_node_type().get_node_type(), old_type)
| 2,380 | Python | 43.092592 | 116 | 0.569748 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_simple.py | """Basic tests of the compute graph"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.kit.undo
import omni.usd
import omni.usd.commands
class TestOmniGraphSimple(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises graph functionality"""
# ----------------------------------------------------------------------
async def test_undo_dangling_connections(self):
# If a dangling connection (see previous test) is created by an undoable
# command, the connection should be restored if the command is undone.
(_, (src_node, dest_node), _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [
("src", "omni.graph.tutorials.SimpleData"),
("dest", "omni.graph.tutorials.SimpleData"),
],
og.Controller.Keys.CONNECT: [("src.outputs:a_float", "dest.inputs:a_float")],
},
)
src_attr = src_node.get_attribute("outputs:a_float")
dest_attr = dest_node.get_attribute("inputs:a_float")
# Check that the connection is there, on both sides.
self.assertEqual(len(src_attr.get_downstream_connections()), 1, "Check initial connection, src side.")
self.assertEqual(len(dest_attr.get_upstream_connections()), 1, "Check initial connection, dest side.")
# Delete the src prim and confirm that the connection is gone.
omni.kit.commands.execute("DeletePrims", paths=[src_node.get_prim_path()])
self.assertEqual(len(dest_attr.get_upstream_connections()), 0, "Check no connection after deletion.")
# Undo the deletion.
omni.kit.undo.undo()
# Wait a couple of ticks for OG to restore everything.
for _ in range(2):
await omni.kit.app.get_app().next_update_async()
# Check that the connection has been restored.
src_attr = og.Controller.attribute("/World/PushGraph/src.outputs:a_float")
conns = src_attr.get_downstream_connections()
self.assertEqual(len(conns), 1, "Check connection exists after undo, src side.")
self.assertEqual(conns[0], dest_attr, "Check connection is correct after undo, src side.")
conns = dest_attr.get_upstream_connections()
self.assertEqual(len(conns), 1, "Check connection exists after undo, dest side.")
self.assertEqual(conns[0], src_attr, "Check connection is correct after undo, dest side.")
# Redo the deletion.
omni.kit.undo.redo()
self.assertEqual(len(dest_attr.get_upstream_connections()), 0, "Check no connection after redo.")
# Undo the redo.
omni.kit.undo.undo()
# Wait a couple of ticks for OG to restore everything.
for _ in range(2):
await omni.kit.app.get_app().next_update_async()
# Check that the connection has been restored.
src_attr = og.Controller.attribute("/World/PushGraph/src.outputs:a_float")
conns = src_attr.get_downstream_connections()
self.assertEqual(len(conns), 1, "Check connection exists after undo of redo, src side.")
self.assertEqual(conns[0], dest_attr, "Check connection is correct after undo of redo, src side.")
conns = dest_attr.get_upstream_connections()
self.assertEqual(len(conns), 1, "Check connection exists after undo of redo, dest side.")
self.assertEqual(conns[0], src_attr, "Check connection is correct after undo of redo, src side.")
# ----------------------------------------------------------------------
async def test_disconnect(self):
"""
Check that after a disconnection, we find the default value at input runtime location,
and that the output still has a correct value
"""
(_, _, _, _) = og.Controller.edit(
"/World/PushGraph",
{
og.Controller.Keys.CREATE_NODES: [
("src", "omni.graph.tutorials.SimpleData"),
("dest", "omni.graph.tutorials.SimpleData"),
],
og.Controller.Keys.CONNECT: [("src.outputs:a_float", "dest.inputs:a_float")],
},
)
dst_attr = og.Controller.attribute("/World/PushGraph/dest.inputs:a_float")
src_attr = og.Controller.attribute("/World/PushGraph/src.outputs:a_float")
await og.Controller.evaluate()
# since both attribute are connected, they now have the same value: the compute result
self.assertEqual(dst_attr.get(), 1)
self.assertEqual(src_attr.get(), 1)
# do the disconnect
src_attr.disconnect(dst_attr, True)
# we get back the default on the input, the output still has the compute result
self.assertEqual(dst_attr.get(), 0)
self.assertEqual(src_attr.get(), 1)
# ----------------------------------------------------------------------
async def test_unknown_type(self):
"""
Basic idea of test: Load up an existing file that has an unknown type, and make sure
that we are not creating a node for it.
"""
(result, error) = await ogts.load_test_file("TestNodeWithUnknownType.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
await omni.kit.app.get_app().next_update_async()
graph = og.Controller.graph("/World/Graph")
unknown_node = graph.get_node("/World/Graph/SomeUnknownNode")
self.assertFalse(unknown_node.is_valid())
# ----------------------------------------------------------------------
async def test_file_format_upgrade(self):
"""
Basic idea of test: Register a file format upgrade callback. Load up file with bad node type name, and
fix it as part of the file format upgrade.
"""
def my_test_pre_load_file_format_upgrade_callback(_old_format_version, _new_format_version, _graph):
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
subtract_double_node_prim = stage.GetPrimAtPath("/World/innerPushGraph/test_node_subtract_double_c_")
self.assertTrue(subtract_double_node_prim.IsValid())
node_type_attr = subtract_double_node_prim.GetAttribute("node:type")
node_type_attr.Set("omni.graph.test.SubtractDoubleC")
handle = og.register_pre_load_file_format_upgrade_callback(my_test_pre_load_file_format_upgrade_callback)
try:
(result, error) = await ogts.load_test_file("TestBadNodeTypeName.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph = og.get_graph_by_path("/World/innerPushGraph")
# make sure the box and the attribute we expect are there.
node = graph.get_node("/World/innerPushGraph/test_node_subtract_double_c_")
self.assertTrue(node.is_valid())
self.assertEqual(node.get_node_type().get_node_type(), "omni.graph.test.SubtractDoubleC")
finally:
og.deregister_pre_load_file_format_upgrade_callback(handle)
# ----------------------------------------------------------------------
async def test_controller_on_initialize(self):
# Basic idea of test: here we have a test node that uses the og.Controller at initialize
# Time. There was a bug that made this not possible. We test for a clean open here without
# errors. See https://nvidia.slack.com/archives/CN05UCXT5/p1614278655049700 for details
(result, error) = await ogts.load_test_file("TestInitWithController.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
# ----------------------------------------------------------------------
async def test_is_compatible(self):
"""
Test Attribute.is_compatible() for extended and simple types.
`is_compatible` is verified for a representitive sample of connection combinations,
bad_connections are connections that should be rejected, ok_connections are connections
that should be approved.
Note that this test is meant to take into account (and test!) the auto-conversion mechanism
"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("SimpleA", "omni.graph.tutorials.SimpleData"),
("TupleA", "omni.tutorials.TupleData"),
("ArrayA", "omni.graph.tutorials.ArrayData"),
("TupleArrayA", "omni.graph.tutorials.TupleArrays"),
("SimpleB", "omni.graph.tutorials.SimpleData"),
("TupleB", "omni.tutorials.TupleData"),
("ArrayB", "omni.graph.tutorials.ArrayData"),
("TupleArrayB", "omni.graph.tutorials.TupleArrays"),
("ExtendedA", "omni.graph.tutorials.ExtendedTypes"),
("ExtendedB", "omni.graph.tutorials.ExtendedTypes"),
]
},
)
await controller.evaluate(graph)
# Helper for doing verification on a list of connection specs between 2 nodes
def verify_connections(connections, should_work):
for src, dest in connections:
src_node, src_attr = src.split(".", 1)
dest_node, dest_attr = dest.split(".", 1)
src_attrib = controller.node(src_node, graph).get_attribute(src_attr)
dest_attrib = controller.node(dest_node, graph).get_attribute(dest_attr)
if should_work:
self.assertTrue(
src_attrib.is_compatible(dest_attrib),
f"{src_node}.{src_attr} is compatible with {dest_node}.{dest_attr}",
)
else:
self.assertFalse(
src_attrib.is_compatible(dest_attrib),
f"{src_node}.{src_attr} is not compatible with {dest_node}.{dest_attr}",
)
# Test simple connections
ok_connections = [
("SimpleA.outputs:a_int", "SimpleB.inputs:a_int"),
("SimpleA.outputs:a_int", "SimpleB.inputs:a_bool"),
("SimpleA.outputs:a_int", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_int", "SimpleB.inputs:a_int64"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:a_int"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:a_bool"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:a_float"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:a_double"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:a_int64"),
("SimpleA.outputs:unsigned:a_uint", "SimpleB.inputs:unsigned:a_uint64"),
("SimpleA.outputs:a_float", "SimpleB.inputs:a_float"),
("SimpleA.outputs:a_float", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_float", "SimpleB.inputs:a_int"),
("SimpleA.outputs:a_float", "SimpleB.inputs:a_int64"),
("SimpleA.outputs:a_double", "SimpleB.inputs:a_float"),
("SimpleA.outputs:a_double", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_double", "SimpleB.inputs:a_int"),
("SimpleA.outputs:a_double", "SimpleB.inputs:a_int64"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:unsigned:a_uint64"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:a_float"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:a_bool"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:a_int"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:unsigned:a_uint64"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:a_int64"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:a_float"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:a_double"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:a_bool"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:unsigned:a_uint"),
("SimpleA.outputs:unsigned:a_uint64", "SimpleB.inputs:a_int"),
("SimpleA.outputs:a_half", "SimpleB.inputs:a_half"),
]
bad_connections = [
("SimpleA.outputs:a_bool", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_bool", "SimpleB.inputs:a_int"),
("SimpleA.outputs:a_float", "SimpleB.inputs:unsigned:a_uint"),
("SimpleA.outputs:a_int", "SimpleB.inputs:unsigned:a_uint64"),
("SimpleA.outputs:a_half", "SimpleB.inputs:a_float"),
("SimpleA.outputs:a_double", "SimpleB.inputs:a_half"),
# FIXME: What about input -> output?
# ('SimpleB.inputs:a_float', 'SimpleA.outputs:a_float')
]
verify_connections(ok_connections, True)
verify_connections(bad_connections, False)
# Test tuple connections
ok_connections = [
("TupleA.outputs:a_float2", "TupleB.inputs:a_double2"),
("TupleA.outputs:a_int2", "TupleB.inputs:a_int2"),
("TupleA.outputs:a_float2", "TupleB.inputs:a_float2"),
("TupleA.outputs:a_double3", "TupleB.inputs:a_double3"),
("TupleA.outputs:a_float3", "TupleB.inputs:a_float3"),
]
bad_connections = [
("TupleA.outputs:a_double2", "TupleB.inputs:a_double3"),
("TupleA.outputs:a_half2", "TupleB.inputs:a_float2"),
("TupleA.outputs:a_half2", "SimpleB.inputs:a_half"),
("TupleA.outputs:a_double3", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_double", "TupleB.inputs:a_double3"),
]
verify_connections(ok_connections, True)
verify_connections(bad_connections, False)
# Test array connections
ok_connections = [
("ArrayA.outputs:result", "ArrayB.inputs:original"),
("ArrayA.outputs:negativeValues", "ArrayB.inputs:gates"),
]
bad_connections = [
("ArrayA.outputs:result", "ArrayB.inputs:gates"),
("ArrayA.outputs:result", "TupleB.inputs:a_float3"),
]
verify_connections(ok_connections, True)
verify_connections(bad_connections, False)
# Test tuple-array connections
ok_connections = [("TupleArrayA.inputs:a", "TupleArrayB.inputs:b")]
bad_connections = [
("TupleArrayA.inputs:a", "ArrayB.inputs:original"),
("TupleArrayA.outputs:result", "TupleArrayB.inputs:a"),
]
verify_connections(ok_connections, True)
verify_connections(bad_connections, False)
# Test 'any' and enum connections
ok_connections = [
("ExtendedA.outputs:doubledResult", "ExtendedB.inputs:tuple"),
("ExtendedA.outputs:flexible", "ExtendedB.inputs:floatOrToken"),
("ExtendedA.outputs:tuple", "TupleB.inputs:a_double3"),
("ExtendedA.outputs:flexible", "ExtendedB.inputs:flexible"),
]
verify_connections(ok_connections, True)
# incompatible enum connections
bad_connections = [
("ExtendedA.outputs:flexible", "SimpleB.inputs:a_double"),
("SimpleB.outputs:a_double", "ExtendedA.inputs:flexible"),
]
verify_connections(bad_connections, False)
# Wire up ExtendedA in order to resolve doubledResult to be token, and verify the check fails
# also resolve outputs:tuple to be int[2], and verify the check fails
controller.edit(
"/TestGraph",
{
keys.CONNECT: [
("SimpleA.outputs:a_token", "ExtendedA.inputs:floatOrToken"),
("TupleA.outputs:a_int2", "ExtendedA.inputs:tuple"),
# FIXME: Do I need to connect the output in order to resolve the type?
("ExtendedA.outputs:doubledResult", "SimpleB.inputs:a_token"),
]
},
)
ok_connections = [("TupleA.outputs:a_float2", "ExtendedA.inputs:tuple")]
verify_connections(ok_connections, True)
bad_connections = [
("ExtendedA.outputs:doubledResult", "SimpleB.inputs:a_float"),
("ExtendedA.inputs:floatOrToken", "SimpleB.inputs:a_float"),
("SimpleB.inputs:a_float", "ExtendedA.inputs:floatOrToken"),
]
verify_connections(bad_connections, False)
# ----------------------------------------------------------------------
async def test_simple_converted_connections(self):
"""
Test conversions between simple types.
`simple_converted_connections` tests a representitive sample of connection combinations of different types,
and makes sure the expected values are actually retrieved
"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
"/Root",
{
"create_nodes": [
("SimpleA", "omni.graph.tutorials.SimpleData"),
("SimpleB", "omni.graph.tutorials.SimpleData"),
],
"connect": [
("SimpleA.outputs:a_double", "SimpleB.inputs:a_float"),
("SimpleA.outputs:a_int", "SimpleB.inputs:a_bool"),
("SimpleA.outputs:a_int64", "SimpleB.inputs:a_double"),
("SimpleA.outputs:a_float", "SimpleB.inputs:a_int"),
],
"set_values": [
("SimpleA.inputs:a_double", 10.5),
("SimpleA.inputs:a_int", 11),
("SimpleA.inputs:a_int64", 12),
("SimpleA.inputs:a_float", 13.5),
],
},
)
await controller.evaluate()
simple_b_node = nodes[1]
# A.input.a_double (10.5) -> A.output.a_double (11.5) -> B.input.a_float(11.5) -> B.output.a_float(12.5)
self.assertEqual(simple_b_node.get_attribute("outputs:a_float").get(), 12.5)
# A.input.a_int64 (12) -> A.output.a_int64 (13) -> B.input.a_double(13.0) -> B.output.a_double(14.0)
self.assertEqual(simple_b_node.get_attribute("outputs:a_double").get(), 14.0)
# A.input.a_float (13.5) -> A.output.a_float (14.5) -> B.input.a_int(14) -> B.output.a_int(15)
self.assertEqual(simple_b_node.get_attribute("outputs:a_int").get(), 15)
# A.input.a_int (11) -> A.output.a_int (12) -> B.input.a_bool(True) -> B.output.a_bool(False)
self.assertFalse(simple_b_node.get_attribute("outputs:a_bool").get())
# ----------------------------------------------------------------------
async def test_tuple_converted_connections(self):
"""
Test conversions between tuple types.
`tuple_converted_connections` tests a representitive sample of connection combinations of different types,
and makes sure the expected values are actually retrieved
"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
"/Root",
{
"create_nodes": [("TupleA", "omni.tutorials.TupleData"), ("TupleB", "omni.tutorials.TupleData")],
"connect": [
("TupleA.outputs:a_double2", "TupleB.inputs:a_float2"),
("TupleA.outputs:a_int2", "TupleB.inputs:a_double2"),
("TupleA.outputs:a_float2", "TupleB.inputs:a_int2"),
("TupleA.outputs:a_float3", "TupleB.inputs:a_double3"),
("TupleA.outputs:a_double3", "TupleB.inputs:a_float3"),
],
"set_values": [
("TupleA.inputs:a_double2", (10.5, 11.5)),
("TupleA.inputs:a_int2", (13, 14)),
("TupleA.inputs:a_float2", (15.5, 16.5)),
("TupleA.inputs:a_float3", (17.5, 18.5, 19.5)),
("TupleA.inputs:a_double3", (20.5, 21.5, 22.5)),
],
},
)
await controller.evaluate()
tuple_b_node = nodes[1]
# A.input.a_double2 (10.5,11.5) -> A.output.a_double2 (11.5,12.5)
# -> B.input.a_float2(11.5, 12.5) -> B.output.a_float2(12.5,13.5)
self.assertTrue((tuple_b_node.get_attribute("outputs:a_float2").get() == (12.5, 13.5)).all())
# A.input.a_int2 (13,14) -> A.output.a_int2 (14,15)
# -> B.input.a_double2(14.0, 15.0) -> B.output.a_double2(15.0, 16.0)
self.assertTrue((tuple_b_node.get_attribute("outputs:a_double2").get() == (15.0, 16.0)).all())
# A.input.a_float2 (15.5, 16.5) -> A.output.a_float2 (16.5, 17.5)
# -> B.input.a_int2(16, 17) -> B.output.a_int2(17, 18)
self.assertTrue((tuple_b_node.get_attribute("outputs:a_int2").get() == (17, 18)).all())
# A.input.a_float3 (17.5, 18.5, 19.5) -> A.output.a_float3 (18.5, 19.5, 20.5)
# -> B.input.a_double3(18.5, 19.5, 20.5) -> B.output.a_double3(19.5, 20.5, 21.5)
self.assertTrue((tuple_b_node.get_attribute("outputs:a_double3").get() == (19.5, 20.5, 21.5)).all())
# A.input.a_double3 (20.5,21.5,22.5) -> A.output.a_double3 (21.5,22.5, 23.5)
# -> B.input.a_float3(21.5,22.5, 23.5) -> B.output.a_float3(22.5, 23.5, 24.5)
self.assertTrue((tuple_b_node.get_attribute("outputs:a_float3").get() == (22.5, 23.5, 24.5)).all())
# ----------------------------------------------------------------------
async def test_converted_runtime_connections(self):
"""
Test conversions of runtime attributes
ie. when the actual type of the attribute is not listed in the list of accepted input types,
but a conversion exits
"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
"/Root",
{
"create_nodes": [
("Simple", "omni.graph.tutorials.SimpleData"),
("Extended", "omni.graph.tutorials.ExtendedTypes"),
],
"connect": [("Simple.outputs:a_double", "Extended.inputs:floatOrToken")],
"set_values": [
("Simple.inputs:a_double", 1.5),
("Simple.inputs:a_int", 2),
("Simple.inputs:a_float", 3.5),
],
},
)
await controller.evaluate()
ext_node = nodes[1]
# Simple.in.a_double (1.5) -> Simple.out.a_double (2.5) -> Extended.floatOrToken (2.5) -> Extended.doubled (5.0)
val = ext_node.get_attribute("outputs:doubledResult").get()
self.assertTrue(val == 5.0)
# ----------------------------------------------------------------------
async def test_converted_prefered_runtime_connections(self):
"""
Test that the proper conversion of runtime attribute is chosen when several are available
"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
"/Root",
{
"create_nodes": [
("Simple", "omni.graph.tutorials.SimpleData"),
("A", "omni.graph.nodes.ATan2"),
("A2", "omni.graph.nodes.ATan2"),
],
"connect": [("Simple.outputs:a_int", "A.inputs:a"), ("Simple.outputs:a_int64", "A2.inputs:a")],
},
)
t = nodes[1].get_attribute("inputs:a").get_resolved_type().base_type
self.assertTrue(t == og.BaseDataType.FLOAT)
t = nodes[2].get_attribute("inputs:a").get_resolved_type().base_type
self.assertTrue(t == og.BaseDataType.DOUBLE)
# ----------------------------------------------------------------------
async def test_converted_coupled_attributes(self):
"""
Tests that the conversion for coupled attribute type resolution works
"""
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
"/Root",
{
"create_nodes": [
("Mul", "omni.graph.nodes.Multiply"),
("Double", "omni.graph.nodes.ConstantDouble"),
("Float", "omni.graph.nodes.ConstantFloat"),
],
"connect": [("Double.inputs:value", "Mul.inputs:a"), ("Float.inputs:value", "Mul.inputs:b")],
"set_values": [("Double.inputs:value", 5.0), ("Float.inputs:value", 10.0)],
},
)
await controller.evaluate()
out = nodes[0].get_attribute("outputs:product")
# the first pin is used to determine the output type
base_type = out.get_resolved_type().base_type
self.assertTrue(base_type == og.BaseDataType.DOUBLE)
# check that the node executed correctly
val = out.get()
self.assertTrue(val == 50)
| 25,107 | Python | 47.007648 | 120 | 0.558529 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_compound_subgraphs.py | # noqa PLC0302
from typing import List
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
import omni.usd
from pxr import Sdf
COMPOUND_SUBGRAPH_NODE_TYPE = "omni.graph.nodes.CompoundSubgraph"
DEFAULT_SUBGRAPH_NAME = "Subgraph"
# -----------------------------------------------------------------------------
class TestCompoundSubgraphs(ogts.OmniGraphTestCase):
"""Tests functionality using subgraph-style compound nodes"""
_test_graph_path = "/World/TestGraph"
# -------------------------------------------------------------------------
async def setUp(self):
await super().setUp()
omni.kit.commands.set_logging_enabled(False)
# -------------------------------------------------------------------------
async def tearDown(self):
omni.timeline.get_timeline_interface().stop()
await super().tearDown()
omni.kit.commands.set_logging_enabled(True)
# -------------------------------------------------------------------------
def _get_input_attributes(self, node: og.Node) -> List[og.Attribute]:
return [
attr
for attr in node.get_attributes()
if attr.get_port_type() == og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT
]
# -------------------------------------------------------------------------
def _get_output_attributes(self, node: og.Node) -> List[og.Attribute]:
return [
attr
for attr in node.get_attributes()
if attr.get_port_type() == og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
]
# -------------------------------------------------------------------------
async def test_compound_subgraph_placeholder_node(self):
"""Validation For the placeholder node used for compound subgraph nodes"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_, (node,), _, _) = controller.edit(
self._test_graph_path, {keys.CREATE_NODES: ("PlaceHolder", COMPOUND_SUBGRAPH_NODE_TYPE)}
)
self.assertTrue(node.is_valid())
self.assertTrue(node.is_compound_node())
def is_input_or_output(attr):
return attr.get_port_type() in [
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
]
self.assertEqual(0, len(list(filter(is_input_or_output, node.get_attributes()))))
stage = omni.usd.get_context().get_stage()
self.assertTrue(stage.GetPrimAtPath(f"{node.get_prim_path()}/{DEFAULT_SUBGRAPH_NAME}").IsValid())
# ------------------------------------------------------------------------
async def test_create_compound_subgraph_command(self):
"""Validates the create compound subgraph command, including undo and redo"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, _, _, _) = controller.edit(self._test_graph_path, {keys.CREATE_NODES: ("Add", "omni.graph.nodes.Add")})
# create a compound subgraph with the default name
stage = omni.usd.get_context().get_stage()
# validate the node is created
ogu.cmds.CreateCompoundSubgraph(graph=graph, node_name="Node1", subgraph_name=DEFAULT_SUBGRAPH_NAME)
node = graph.get_node(f"{self._test_graph_path}/Node1")
subgraph_path = f"{node.get_prim_path()}/{DEFAULT_SUBGRAPH_NAME}"
self.assertTrue(node.is_valid())
self.assertTrue(stage.GetPrimAtPath(subgraph_path).IsValid())
omni.kit.undo.undo()
node = graph.get_node(f"{self._test_graph_path}/Node1")
self.assertFalse(node.is_valid())
self.assertFalse(stage.GetPrimAtPath(subgraph_path).IsValid())
omni.kit.undo.redo()
node = graph.get_node(f"{self._test_graph_path}/Node1")
self.assertTrue(node.is_valid())
self.assertTrue(stage.GetPrimAtPath(subgraph_path).IsValid())
# validate with a different subgraph name
subgraph2_name = f"{DEFAULT_SUBGRAPH_NAME}_02"
ogu.cmds.CreateCompoundSubgraph(graph=graph, node_name="Node2", subgraph_name=subgraph2_name)
node = graph.get_node(f"{self._test_graph_path}/Node2")
subgraph_path = f"{node.get_prim_path()}/{subgraph2_name}"
self.assertTrue(node.is_valid())
self.assertTrue(stage.GetPrimAtPath(subgraph_path).IsValid())
# ------------------------------------------------------------------------
async def test_compound_subgraph_loaded_from_file(self):
"""Validates that a compound node with a subgraph can be loaded and evaluated"""
(result, error) = await ogts.load_test_file("TestCompoundSubgraph.usda", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
# The file contains an outer graph of
# [const_double] -> [compound] -> [to_string]
# Followed by an inner compound containing an add node
graph = og.get_graph_by_path("/World/PushGraph")
self.assertTrue(graph.is_valid())
self.assertEquals(1, len(graph.get_subgraphs()))
compound_node = graph.get_node("/World/PushGraph/compound")
self.assertTrue(compound_node.is_valid())
self.assertTrue(compound_node.is_compound_node())
self.assertTrue(compound_node.get_node_type().is_valid())
result_node = graph.get_node("/World/PushGraph/to_string")
self.assertTrue(result_node.is_valid())
output_attr = result_node.get_attribute("outputs:converted")
self.assertTrue(output_attr.is_valid())
await og.Controller.evaluate(graph)
self.assertEqual("20", og.Controller.get(output_attr))
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph(self):
"""Tests for replacing a portion of a graph with a subgraph"""
compound_node_name = "Compound"
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (_, _, _, add, mul, _), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("ConstDouble1", "omni.graph.nodes.ConstantDouble"),
("ConstDouble2", "omni.graph.nodes.ConstantDouble"),
("ConstDouble3", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
("Mul", "omni.graph.nodes.Multiply"),
("ToDouble", "omni.graph.nodes.ToDouble"),
],
keys.CONNECT: [
("ConstDouble1.inputs:value", "Add.inputs:a"),
("ConstDouble2.inputs:value", "Add.inputs:b"),
("ConstDouble3.inputs:value", "Mul.inputs:b"),
("Add.outputs:sum", "Mul.inputs:a"),
("Mul.outputs:product", "ToDouble.inputs:value"),
],
keys.SET_VALUES: [
("ConstDouble1.inputs:value", 1.0),
("ConstDouble2.inputs:value", 2.0),
("ConstDouble3.inputs:value", 3.0),
],
},
)
# evaluate the graph with a given constant value.
async def validate_graph(c1_val):
# update the constant and verify the graph is still functioning
c1_attr = og.Controller.attribute(f"{self._test_graph_path}/ConstDouble1.inputs:value")
og.Controller.set(c1_attr, c1_val, undoable=False)
await og.Controller.evaluate(graph)
res_attr = og.Controller.attribute(f"{self._test_graph_path}/ToDouble.outputs:converted")
self.assertEqual((c1_val + 2.0) * 3.0, og.Controller.get(res_attr))
await validate_graph(1.0)
# the command will invalidate any og references to the graph
ogu.cmds.ReplaceWithCompoundSubgraph(
nodes=[add.get_prim_path(), mul.get_prim_path()], compound_name=compound_node_name
)
# validate the replacement generated the objects we are expecting
graph = og.Controller.graph(self._test_graph_path)
sub_graph_path = f"{self._test_graph_path}/{compound_node_name}/{DEFAULT_SUBGRAPH_NAME}"
self.assertTrue(graph.is_valid())
self.assertTrue(og.Controller.graph(sub_graph_path).is_valid())
self.assertIsNone(og.get_node_by_path(f"{self._test_graph_path}/Add"))
self.assertIsNone(og.get_node_by_path(f"{self._test_graph_path}/Mul"))
self.assertTrue(og.Controller.node(f"{sub_graph_path}/Add").is_valid())
self.assertTrue(og.Controller.node(f"{sub_graph_path}/Mul").is_valid())
# update the constant and verify the graph is still functioning
await validate_graph(2.0)
# apply an undo
omni.kit.undo.undo()
graph = og.Controller.graph(self._test_graph_path)
sub_graph_path = f"{self._test_graph_path}/{compound_node_name}/{DEFAULT_SUBGRAPH_NAME}"
self.assertTrue(graph.is_valid())
self.assertIsNone(og.get_graph_by_path(sub_graph_path))
self.assertTrue(og.Controller.node(f"{self._test_graph_path}/Add").is_valid())
self.assertTrue(og.Controller.node(f"{self._test_graph_path}/Mul").is_valid())
self.assertIsNone(og.get_node_by_path(f"{sub_graph_path}/Add"))
self.assertIsNone(og.get_node_by_path(f"{sub_graph_path}/Mul"))
# update the constant and verify the graph is still functioning
await validate_graph(3.0)
# and a redo
omni.kit.undo.redo()
graph = og.Controller.graph(self._test_graph_path)
sub_graph_path = f"{self._test_graph_path}/{compound_node_name}/{DEFAULT_SUBGRAPH_NAME}"
self.assertTrue(graph.is_valid())
self.assertTrue(og.Controller.graph(sub_graph_path).is_valid())
self.assertIsNone(og.get_node_by_path(f"{self._test_graph_path}/Add"))
self.assertIsNone(og.get_node_by_path(f"{self._test_graph_path}/Mul"))
self.assertTrue(og.Controller.node(f"{sub_graph_path}/Add").is_valid())
self.assertTrue(og.Controller.node(f"{sub_graph_path}/Mul").is_valid())
# update the constant and verify the graph is still functioning
await validate_graph(4.0)
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_input_resolved_types(self):
"""
Tests which inputs are exposed in a generated compound graph
When all the types are resolved
"""
def _create_compound_graph(evaluator_name):
controller = og.Controller(update_usd=True)
keys = controller.Keys
graph_path = f"{self._test_graph_path}_{evaluator_name}"
# simple graph
# [ConstDouble]->[AllTypes]->[AllTypes (via execution)]
controller.edit({"graph_path": graph_path, "evaluator_name": evaluator_name})
(_, (all1, all2, _), _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("AllTypes1", "omni.graph.test.TestAllDataTypes"),
("AllTypes2", "omni.graph.test.TestAllDataTypes"),
("ConstDouble", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [
("AllTypes1.outputs:a_execution", "AllTypes2.inputs:a_execution"),
("ConstDouble.inputs:value", "AllTypes1.inputs:a_double"),
],
},
)
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[all1.get_prim_path(), all2.get_prim_path()])
self.assertTrue(success)
self.assertTrue(node.is_valid())
return self._get_input_attributes(node)
# for push, expect 1 exposed input, the constant double
input_ports = _create_compound_graph("push")
self.assertEquals(1, len(input_ports))
self.assertEquals(og.Type(og.BaseDataType.DOUBLE), input_ports[0].get_resolved_type())
# for action graph, the execution port should also be exposed
input_ports = _create_compound_graph("execution")
input_types = [input_port.get_resolved_type() for input_port in input_ports]
self.assertEquals(2, len(input_ports))
self.assertIn(og.Type(og.BaseDataType.DOUBLE), input_types)
self.assertIn(og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION), input_types)
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_input_unresolved_types(self):
"""
Tests the replace with compound subgraph exposes any unresolved types
"""
# Partially connected graph of add nodes
# [Add1]->[Add2]->[Add3]
# Add1 a,b are left unresolved
# Add2 a is connected, b is resolved
# Add3 a is connected, b is unresolved
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Add1", "omni.graph.nodes.Add"),
("Add2", "omni.graph.nodes.Add"),
("Add3", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Add1.outputs:sum", "Add2.inputs:a"),
("Add2.outputs:sum", "Add3.inputs:a"),
],
},
)
# manually resolve
nodes[1].get_attribute("inputs:b").set_resolved_type(og.Type(og.BaseDataType.DOUBLE))
# create the subgraph
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[node.get_prim_path() for node in nodes])
self.assertTrue(success)
self.assertTrue(node.is_valid())
inputs = self._get_input_attributes(node)
outputs = self._get_output_attributes(node)
self.assertEqual(3, len(inputs))
self.assertEqual(1, len(outputs))
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_output_types(self):
"""
Validates the behaviour of outputs when a compound replacement is made. If a node is a terminal node,
it's outputs will be exposed
"""
# create a graph with two nodes that contain a near complete subset of all types
def _create_compound_graph(evaluator_name):
controller = og.Controller(update_usd=True)
keys = controller.Keys
graph_path = f"{self._test_graph_path}_{evaluator_name}"
# simple graph
# [AllTypes]->[AllTypes] with one connection in between
controller.edit({"graph_path": graph_path, "evaluator_name": evaluator_name})
(_, (all1, all2), _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("AllTypes1", "omni.graph.test.TestAllDataTypes"),
("AllTypes2", "omni.graph.test.TestAllDataTypes"),
],
keys.CONNECT: [("AllTypes1.outputs:a_double", "AllTypes2.inputs:a_double")],
},
)
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[all1.get_prim_path(), all2.get_prim_path()])
self.assertTrue(success)
self.assertTrue(node.is_valid())
output_types = [attr.get_resolved_type() for attr in self._get_output_attributes(node)]
return output_types
# in the case of a push graph, it will generate an output for each type, except execution
output_types = _create_compound_graph("push")
push_count = len(output_types)
self.assertEqual(0, output_types.count(og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION)))
self.assertEqual(1, output_types.count(og.Type(og.BaseDataType.DOUBLE)))
self.assertEqual(1, output_types.count(og.Type(og.BaseDataType.INT)))
# in the case of a push graph, it will generate an output for each type, except execution
output_types = _create_compound_graph("execution")
exec_count = len(output_types)
self.assertEqual(1, output_types.count(og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION)))
self.assertEqual(1, output_types.count(og.Type(og.BaseDataType.DOUBLE)))
self.assertEqual(1, output_types.count(og.Type(og.BaseDataType.INT)))
self.assertGreater(exec_count, push_count)
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_fan_in_out(self):
"""Validates replace with compound subgraph works with fan in/out"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
# Graph with Fan-In and Fan-Out
# [OnImpulseEvent]-> |Sequence| -> [Sequence]
# [OnImpulseEvent]-> | | -> [Sequence]
controller.edit({"graph_path": self._test_graph_path, "evaluator_name": "execution"})
(_, (_, _, convert, _, _), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Input1", "omni.graph.action.OnImpulseEvent"),
("Input2", "omni.graph.action.OnImpulseEvent"),
("Convert", "omni.graph.action.Sequence"),
("Output1", "omni.graph.action.Sequence"),
("Output2", "omni.graph.action.Sequence"),
],
keys.CONNECT: [
("Input1.outputs:execOut", "Convert.inputs:execIn"),
("Input2.outputs:execOut", "Convert.inputs:execIn"),
("Convert.outputs:a", "Output1.inputs:execIn"),
("Convert.outputs:a", "Output2.inputs:execIn"),
],
},
)
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[convert.get_prim_path()])
self.assertTrue(success)
self.assertTrue(node.is_valid())
inputs = self._get_input_attributes(node)
outputs = self._get_output_attributes(node)
self.assertEquals(1, len(inputs))
self.assertEquals(1, len(outputs))
self.assertEquals(2, inputs[0].get_upstream_connection_count())
self.assertEquals(2, outputs[0].get_downstream_connection_count())
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_with_constant_nodes(self):
"""
Validates replace with compound subgraph works with constant nodes,
that use output only inputs
"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
# Create a graph with a connected constant and an unconnected constant
# Converting the constants to a subgraph should create outputs for both
# but keep the connection in tact
(_, (c1, c2, _), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Const1", "omni.graph.nodes.ConstantDouble"),
("Const2", "omni.graph.nodes.ConstantInt"),
("Add", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Const1.inputs:value", "Add.inputs:a"),
],
},
)
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[c1.get_prim_path(), c2.get_prim_path()])
self.assertTrue(success)
self.assertTrue(node.is_valid())
outputs = self._get_output_attributes(node)
self.assertEquals(2, len(outputs))
self.assertEquals(1, outputs[0].get_downstream_connection_count())
self.assertEquals(0, outputs[1].get_downstream_connection_count())
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_catches_common_errors(self):
"""
Validates ReplaceWithCompoundSubgraph handles typical error conditions
"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph1, (add1,), _, _) = controller.edit(
self._test_graph_path, {keys.CREATE_NODES: [("Add", "omni.graph.nodes.Add")]}
)
(_, (add2,), _, _) = controller.edit(
f"{self._test_graph_path}_2", {keys.CREATE_NODES: [("Add2", "omni.graph.nodes.Add")]}
)
with ogts.ExpectedError():
# no nodes means no compound is returned
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[])
self.assertFalse(success)
self.assertIsNone(node)
# not all nodes from the same graph
with ogts.ExpectedError():
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[add1.get_prim_path(), add2.get_prim_path()])
self.assertFalse(success)
self.assertIsNone(node)
# invalid nodes
with ogts.ExpectedError():
(success, node) = ogu.cmds.ReplaceWithCompoundSubgraph(
nodes=[add1.get_prim_path(), graph1.get_path_to_graph()]
)
self.assertFalse(success)
self.assertIsNone(node)
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_with_relationship_inputs(self):
"""Validates ReplacewithCompoundSubgraph handles relationship inputs (bundles and targets)"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
# Graph with various types relationship inputs
# [BundleConstructor] -> [BundleInspector]
# [BundleInspector (with target set)]
# [BundleInspector (with target unset)]
# [GetGraphTargetPrim] -> [GetPrimPaths]
# [GetPrimPaths (with target set)]
# [GetPrimPaths (with target unset)]
(_graph, _, _, _) = controller.edit(
self._test_graph_path,
{
# create nodes that have bundle inputs and target inputs
keys.CREATE_NODES: [
("BundleCreator", "omni.graph.nodes.BundleConstructor"),
("ConnectedInspector", "omni.graph.nodes.BundleInspector"),
("SetInspector", "omni.graph.nodes.BundleInspector"),
("UnsetInspector", "omni.graph.nodes.BundleInspector"),
("GraphTargetPrim", "omni.graph.nodes.GetGraphTargetPrim"),
("ConnectedTarget", "omni.graph.nodes.GetPrimPaths"),
("SetTarget", "omni.graph.nodes.GetPrimPaths"),
("UnsetTarget", "omni.graph.nodes.GetPrimPaths"),
],
keys.CONNECT: [
("BundleCreator.outputs_bundle", "ConnectedInspector.inputs:bundle"),
("GraphTargetPrim.outputs:prim", "ConnectedTarget.inputs:prims"),
],
keys.CREATE_PRIMS: [("Prim", "Cube")],
keys.SET_VALUES: [
("SetTarget.inputs:prims", f"{self._test_graph_path}/Prim"),
],
},
)
# set the bundle manually
stage = omni.usd.get_context().get_stage()
stage.GetRelationshipAtPath(f"{self._test_graph_path}/SetInspector.inputs:bundle").SetTargets(
[f"{self._test_graph_path}/Prim"]
)
# Replace the bundle inspector with a compound subgraph. Use names since a conversion can make
# previous node handles invalid
nodes_to_replace = [
"ConnectedInspector",
"SetInspector",
"UnsetInspector",
"ConnectedTarget",
"SetTarget",
"UnsetTarget",
]
compounds = []
for node_name in nodes_to_replace:
node = og.Controller.node(f"{self._test_graph_path}/{node_name}")
(success, compound_node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[node])
self.assertTrue(success)
self.assertTrue(compound_node.is_valid())
compounds.append(compound_node.get_prim_path())
def validate_result(compound_node_path, node_name, attr_name, expected_target):
# make sure the inner node was created
node = og.Controller.node(f"{compound_node_path}/Subgraph/{node_name}")
self.assertTrue(node.is_valid())
# make sure the relationship has the expected value
rel = stage.GetRelationshipAtPath(f"{node.get_prim_path()}.{attr_name}")
self.assertTrue(rel.IsValid())
self.assertEquals(expected_target, rel.GetTargets())
# validate the inner node have the expected connection
validate_result(compounds[0], nodes_to_replace[0], "inputs:bundle", [f"{compounds[0]}.inputs:bundle"])
validate_result(compounds[1], nodes_to_replace[1], "inputs:bundle", [f"{self._test_graph_path}/Prim"])
validate_result(compounds[2], nodes_to_replace[2], "inputs:bundle", [])
validate_result(compounds[3], nodes_to_replace[3], "inputs:prims", [f"{compounds[3]}.inputs:prims"])
validate_result(compounds[4], nodes_to_replace[4], "inputs:prims", [f"{self._test_graph_path}/Prim"])
validate_result(compounds[5], nodes_to_replace[5], "inputs:prims", [])
def get_input_count(node_path: str):
node = og.Controller.node(node_path)
self.assertTrue(node.is_valid())
return len(
[
attr
for attr in node.get_attributes()
if attr.get_port_type() == og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT
]
)
# validate that the new compounds have the correct number of inputs. They will have an input if they were connected
# via a node connection
self.assertEqual(get_input_count(compounds[0]), 1)
self.assertEqual(get_input_count(compounds[1]), 0)
self.assertEqual(get_input_count(compounds[2]), 0)
self.assertEqual(get_input_count(compounds[3]), 1)
self.assertEqual(get_input_count(compounds[4]), 0)
self.assertEqual(get_input_count(compounds[5]), 0)
# validate the inputs have the correct target values
self.assertEquals(
stage.GetRelationshipAtPath(f"{compounds[0]}.inputs:bundle").GetTargets(),
[f"{self._test_graph_path}/BundleCreator/outputs_bundle"],
)
self.assertEquals(
stage.GetRelationshipAtPath(f"{compounds[3]}.inputs:prims").GetTargets(),
[f"{self._test_graph_path}/GraphTargetPrim.outputs:prim"],
)
# ------------------------------------------------------------------------
async def test_promoted_bundle_inputs_retain_values(self):
"""Test that when a bundle input is promoted from a compound, it retains the value that was set for it"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_graph, (compound,), (prim,), node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_PRIMS: [("/World/Prim", "Cube")],
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: ("Inspector", "omni.graph.nodes.BundleInspector"),
},
)
],
},
)
# Set the bundle input on the compound node
path = f"{node_map['Inspector'].get_prim_path()}.inputs:bundle"
print(path)
rel = omni.usd.get_context().get_stage().GetRelationshipAtPath(path)
self.assertTrue(rel.IsValid())
rel.SetTargets([prim.GetPath()])
# Promote the input
controller.edit(self._test_graph_path, {keys.PROMOTE_ATTRIBUTES: ("Inspector.inputs:bundle", "inputs:bundle")})
# get the bundle relationship on the promoted node
rel = omni.usd.get_context().get_stage().GetRelationshipAtPath(f"{compound.get_prim_path()}.inputs:bundle")
self.assertTrue(rel.IsValid())
self.assertEquals(str(rel.GetTargets()[0]), str(prim.GetPath()))
# ------------------------------------------------------------------------
async def test_replace_with_compound_subgraph_with_relationship_outputs(self):
"""Tests that ReplaceWithCompoundSubgraph works with relationship outputs produces errors as
is is currently not supported.
"""
#
# [BundleConstructor]->[BundleInspector]
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_graph, (bundle_constructor, _bundle_inspector), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constructor", "omni.graph.nodes.BundleConstructor"),
("Inspector", "omni.graph.nodes.BundleInspector"),
],
keys.CONNECT: [
("Constructor.outputs_bundle", "Inspector.inputs:bundle"),
],
},
)
# Attempt to replace the bundle constructor with a compound subgraph.
with ogts.ExpectedError():
(success, compound_node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[bundle_constructor])
self.assertFalse(success)
self.assertIsNone(compound_node)
# ------------------------------------------------------------------------
async def test_replace_with_subgraph_handles_target_types(self):
"""Tests that ReplaceWithCompoundSubgraph works with target inputs and outputs"""
# Create a graph with the following setup
# |--------------------| |-------------------|
# [GetPrimPath]-|o-[GetPrimsAtPath]-o|-->|o-[GetPrimsPaths]-o|->[GetPrimsAtPath]
# |--------------------| |-------------------|
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, nodes, (prim, prim1, prim2), _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("P0", "omni.graph.nodes.GetPrimPath"),
("P1", "omni.graph.nodes.GetPrimsAtPath"),
("P2", "omni.graph.nodes.GetPrimPaths"),
("P3", "omni.graph.nodes.GetPrimsAtPath"),
],
keys.CONNECT: [
("P0.outputs:primPath", "P1.inputs:path"),
("P1.outputs:prims", "P2.inputs:prims"),
("P2.outputs:primPaths", "P3.inputs:path"),
],
keys.CREATE_PRIMS: [
("/World/Prim", "Cube"),
("/World/Prim1", "Cube"),
("/World/Prim2", "Cube"),
],
keys.SET_VALUES: [
("P0.inputs:prim", "/World/Prim"),
],
},
)
# save the node paths, since the nodes can become invalid on a replace call
node_paths = [og.Controller.node_path(node) for node in nodes]
await og.Controller.evaluate(graph)
attr = og.Controller.attribute("outputs:prims", nodes[3])
self.assertEqual(str(prim.GetPath()), str(og.Controller.get(attr)[0]))
# replace node with string input, path output
p1 = og.Controller.node(node_paths[1])
(success, c1) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[p1])
self.assertTrue(success)
self.assertTrue(c1.is_valid())
self.assertGreater(og.Controller.attribute(("inputs:path", c1)).get_upstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("inputs:path", c1)).get_downstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("outputs:prims", c1)).get_upstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("outputs:prims", c1)).get_downstream_connection_count(), 0)
# evaluate with a new input and makes sure the output through the compounds is correct
og.Controller.set(og.Controller.attribute(f"{node_paths[0]}/inputs:prim"), prim1.GetPath())
await og.Controller.evaluate(graph)
p3 = og.Controller.node(node_paths[3])
attr = og.Controller.attribute("outputs:prims", p3)
self.assertEqual(str(prim1.GetPath()), str(og.Controller.get(attr)[0]))
# replace node with path input, path string output
p2 = og.Controller.node(node_paths[2])
(success, c2) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[p2])
self.assertTrue(success)
self.assertTrue(c2.is_valid())
self.assertGreater(og.Controller.attribute(("inputs:prims", c2)).get_upstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("inputs:prims", c2)).get_downstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("outputs:primPaths", c2)).get_upstream_connection_count(), 0)
self.assertGreater(og.Controller.attribute(("outputs:primPaths", c2)).get_downstream_connection_count(), 0)
# evaluate with a new input and makes sure the output through the compounds is correct
og.Controller.set(og.Controller.attribute(f"{node_paths[0]}/inputs:prim"), prim2.GetPath())
await og.Controller.evaluate(graph)
p3 = og.Controller.node(node_paths[3])
attr = og.Controller.attribute("outputs:prims", p3)
self.assertEqual(str(prim2.GetPath()), str(og.Controller.get(attr)[0]))
# ------------------------------------------------------------------------
async def test_replace_with_subgraph_in_nested_compounds_types(self):
"""Tests that replace with compound subgraph works with nested compounds"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (_,), _, nodes) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"OuterCompound",
{
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
],
keys.PROMOTE_ATTRIBUTES: [
("Add.inputs:a", "inputs:a"),
("Add.inputs:b", "inputs:b"),
("Add.outputs:sum", "outputs:sum"),
],
},
)
],
},
)
graph_path = graph.get_path_to_graph()
(success, c1) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[nodes["Add"]])
self.assertTrue(success)
self.assertTrue(c1.is_valid())
compound_graph = c1.get_compound_graph_instance()
self.assertTrue(compound_graph.is_valid())
self.assertTrue(compound_graph.get_node(f"{compound_graph.get_path_to_graph()}/Add").is_valid())
outer_compound = og.Controller.node(f"{graph_path}/OuterCompound")
self.assertEqual(c1.get_graph().get_owning_compound_node(), outer_compound)
# create an extra level of compounds by replacing the new compound with a compound
# [OuterCompound] -> [C1] -> [Add] becomes
# [OuterCompound] -> [C2] -> [C1] -> [Add]
(success, c2) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[c1])
self.assertTrue(success)
self.assertTrue(c2.is_valid())
outer_compound = og.Controller.node(f"{graph_path}/OuterCompound")
self.assertEquals(c2.get_graph().get_owning_compound_node(), outer_compound)
compound_graph = c2.get_compound_graph_instance()
sub_graph_node = compound_graph.get_nodes()[0]
self.assertTrue(sub_graph_node.is_compound_node())
self.assertTrue(sub_graph_node.get_compound_graph_instance().is_valid())
add_node = sub_graph_node.get_compound_graph_instance().get_nodes()[0]
self.assertTrue(add_node.is_valid())
self.assertEqual(Sdf.Path(add_node.get_prim_path()).name, "Add")
# ---------------------------------------------------------------------
async def test_subgraph_with_constants_evaluates(self):
"""Tests that a subgraph with no inputs evaluates correctly in a push graph setup"""
# Create a subgraph/graph pair with the following setup
#
# |--------------------------------------|
# | [Constant]----->|----------| |
# | [Constant]----->| Add |-----> o | ---> [Magnitude]
# | |----------| |
# | -------------------------------------|
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (constant1, constant2, add, abs_node), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant1", "omni.graph.nodes.ConstantDouble"),
("Constant2", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
("Abs", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Constant1.inputs:value", "Add.inputs:a"),
("Constant2.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "Abs.inputs:input"),
],
keys.SET_VALUES: [
("Constant1.inputs:value", 5.0),
("Constant2.inputs:value", 1.0),
],
},
)
await og.Controller.evaluate(graph)
attr = og.Controller.attribute(("outputs:magnitude", abs_node))
self.assertEqual(6.0, og.Controller.get(attr))
# push the variable nodes into a subgraph
(_, compound_node) = ogu.cmds.ReplaceWithCompoundSubgraph(nodes=[constant1, constant2, add])
self.assertIsNotNone(compound_node)
self.assertTrue(compound_node.is_valid())
# update the constant so we get different result
constant = og.Controller.node(f"{compound_node.get_prim_path()}/Subgraph/Constant2")
constant_attr = og.Controller.attribute(("inputs:value", constant))
og.Controller.set(constant_attr, 2.0)
await og.Controller.evaluate(graph)
abs_node = og.Controller.node(f"{self._test_graph_path}/Abs")
attr = og.Controller.attribute(("outputs:magnitude", abs_node))
self.assertEqual(7.0, og.Controller.get(attr))
# ---------------------------------------------------------------------
async def test_attribute_promotion_supports_fan_in(self):
"""Tests than an attribute that supports fan-in can be promoted, even if connected or already promoted"""
# Creates a graph where an execution pin is both connected internally and promoted twice
# |---------------------------------------------------------------|
# | -------------- |
# | o----------------->|o execIn | |
# | o----------------->| | |
# | /\-------------- |
# | ----------- | |
# | |execOut o|-----| |
# | ----------- |
# | |
# |---------------------------------------------------------------|
controller = og.Controller(update_usd=True)
keys = controller.Keys
og.Controller.edit({"graph_path": self._test_graph_path, "evaluator_name": "execution"})
(_, _, _, node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [
("NodeA", "omni.graph.action.Counter"),
("NodeB", "omni.graph.action.Counter"),
],
keys.CONNECT: [
("NodeB.outputs:execOut", "NodeA.inputs:execIn"),
],
keys.PROMOTE_ATTRIBUTES: [
("NodeA.inputs:execIn", "execIn1"),
("NodeA.inputs:execIn", "execIn2"),
],
},
)
]
},
)
compound_node = node_map["Compound"]
self.assertEqual(len(self._get_input_attributes(compound_node)), 2)
node_a = node_map["NodeA"]
self.assertEqual(len(node_a.get_attribute("inputs:execIn").get_upstream_connections()), 3)
# ---------------------------------------------------------------------
async def test_attribute_promotion_rejects_fan_in(self):
"""Test that validates that promotion of non-fan-in attributes is rejected"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
with self.assertRaises(og.OmniGraphError):
(_, _, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [
("NodeA", "omni.graph.nodes.Add"),
],
keys.PROMOTE_ATTRIBUTES: [
("NodeA.inputs:a", "a1"),
("NodeA.inputs:a", "a2"),
],
},
)
]
},
)
# ---------------------------------------------------------------------
async def test_compound_graph_exec_ports_support_fan_in(self):
"""Test that validates compounds can support fan in on exec ports"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
# ------------- |----------------------------|
# [OnTick]--->|Multigate o|---->|o-->[Counter]------------->o|
# | o|---->| |
# | o| | |
# ------------- |----------------------------|
og.Controller.edit({"graph_path": self._test_graph_path, "evaluator_name": "execution"})
(_, (compound, mg, _), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [
("Counter", "omni.graph.action.Counter"),
],
keys.PROMOTE_ATTRIBUTES: [
("Counter.inputs:execIn", "inputs:execIn"),
("Counter.outputs:count", "outputs:count"),
],
},
),
("Multigate", "omni.graph.action.Multigate"),
("Tick", "omni.graph.action.OnTick"),
],
keys.CREATE_ATTRIBUTES: [
("Multigate.outputs:output1", og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION)),
("Multigate.outputs:output2", og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION)),
],
keys.CONNECT: [
("Tick.outputs:tick", "Multigate.inputs:execIn"),
("Multigate.outputs:output0", "Compound.inputs:execIn"),
("Multigate.outputs:output1", "Compound.inputs:execIn"),
],
},
)
omni.timeline.get_timeline_interface().play()
# evaluate the graph a bunch of times. The counter should update 2 of every 3 times
counter = compound.get_attribute("outputs:count")
for _ in range(0, 8):
await omni.kit.app.get_app().next_update_async()
expected_counter = int(mg.get_compute_count() / 3) * 2 + (mg.get_compute_count() % 3)
self.assertGreater(og.Controller.get(counter), 0)
self.assertEqual(expected_counter, og.Controller.get(counter))
# ---------------------------------------------------------------------
async def test_rename_compound_subgraph(self):
"""Validates that a compound subgraph can be successfully renamed"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, _, _, node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [
(
"Compound2",
{
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
],
keys.PROMOTE_ATTRIBUTES: [
("Add.inputs:a", "inputs:a"),
("Add.inputs:b", "inputs:b"),
("Add.outputs:sum", "outputs:sum"),
],
},
),
],
keys.PROMOTE_ATTRIBUTES: [
("Compound2.inputs:a", "inputs:a"),
("Compound2.inputs:b", "inputs:b"),
("Compound2.outputs:sum", "outputs:sum"),
],
},
),
("Constant1", "omni.graph.nodes.ConstantDouble"),
("Constant2", "omni.graph.nodes.ConstantDouble"),
("Output", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Constant1.inputs:value", "Compound.inputs:a"),
("Constant2.inputs:value", "Compound.inputs:b"),
("Compound.outputs:sum", "Output.inputs:input"),
],
keys.SET_VALUES: [
("Constant1.inputs:value", 1.0),
("Constant2.inputs:value", 2.0),
],
},
)
# iterate the paths from deepest to shallowest
paths = [
node_map["Compound2"].get_prim_path(),
node_map["Compound"].get_prim_path(),
]
const_2_path = node_map["Constant2"].get_attribute("inputs:value").get_path()
output_attr = node_map["Output"].get_attribute("outputs:magnitude").get_path()
input_value = 2.0 # noqa SIM113
expected_result = 3.0
await og.Controller.evaluate(graph)
self.assertEquals(expected_result, og.Controller.get(og.Controller.attribute(output_attr)))
for path in paths:
# rename the compound node specified by path
compound = og.Controller.node(path).get_compound_graph_instance()
old_name = compound.get_path_to_graph()
new_name = old_name + "_renamed"
omni.kit.commands.execute("RenameCompoundSubgraph", subgraph=compound, new_path=new_name)
# increment the expected result
input_value += 1.0
og.Controller.set(og.Controller.attribute(const_2_path), input_value)
expected_result = input_value + 1.0
await og.Controller.evaluate(graph)
# reload the compound node. the rename will have invalidated the node
self.assertEquals(expected_result, og.Controller.get(og.Controller.attribute(output_attr)))
# ---------------------------------------------------------------------
async def tests_created_compounds_are_ineligible_for_delete(self):
"""Tests that compound subgraphs are flagged as ineligible for deletion"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_, (compound,), _, _) = controller.edit(
self._test_graph_path,
{keys.CREATE_NODES: [("Compound", {keys.CREATE_NODES: [("Add", "omni.graph.nodes.Add")]})]},
)
subgraph_path = compound.get_compound_graph_instance().get_path_to_graph()
# suppress the warning. The command will succeed regardless, but print out a warning
with ogts.ExpectedError():
omni.kit.commands.execute("DeletePrims", paths=[subgraph_path])
# validate that the prim still exists
stage = omni.usd.get_context().get_stage()
prim = stage.GetPrimAtPath(subgraph_path)
self.assertTrue(prim.IsValid())
self.assertTrue(compound.get_compound_graph_instance().is_valid())
# ---------------------------------------------------------------------
async def tests_broken_compounds_produces_error(self):
"""Tests that a broken compound will produce error msgs when evaluated"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, _, _, node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [("Add", "omni.graph.nodes.Add")],
keys.PROMOTE_ATTRIBUTES: [
("Add.inputs:a", "inputs:a"),
("Add.inputs:b", "inputs:b"),
("Add.outputs:sum", "outputs:sum"),
],
},
),
("Constant1", "omni.graph.nodes.ConstantDouble"),
],
keys.SET_VALUES: [
("Constant1.inputs:value", 1.0),
],
keys.CONNECT: [
("Constant1.inputs:value", "Compound.inputs:a"),
("Constant1.inputs:value", "Compound.inputs:b"),
],
},
)
compound_path = node_map["Compound"].get_prim_path()
subgraph_path = node_map["Compound"].get_compound_graph_instance().get_path_to_graph()
stage = omni.usd.get_context().get_stage()
prim = stage.GetPrimAtPath(subgraph_path)
self.assertTrue(prim.IsValid())
prim.SetMetadata("no_delete", False)
omni.kit.commands.execute("DeletePrims", paths=[subgraph_path])
# suppress the error that is expected
with ogts.ExpectedError():
await og.Controller.evaluate(graph)
node = og.Controller.node(compound_path)
self.assertTrue(node.is_valid())
msgs = node.get_compute_messages(og.Severity.ERROR)
self.assertTrue(len(msgs) > 0)
# -----------------------------------------------------------------------------
async def tests_rename_compound_command(self):
"""Tests the rename compound command"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(_, _, _, node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Compound1", {keys.CREATE_NODES: [("Add1", "omni.graph.nodes.Add")]}),
("Compound2", {keys.CREATE_NODES: [("Add2", "omni.graph.nodes.Add")]}),
("Compound3", {keys.CREATE_NODES: [("Add3", "omni.graph.nodes.Add")]}),
("Compound4", {keys.CREATE_NODES: [("Add4", "omni.graph.nodes.Add")]}),
("Compound5", {keys.CREATE_NODES: [("Add5", "omni.graph.nodes.Add")]}),
]
},
)
graph_paths = [
og.Controller.prim_path(node_map[f"Compound{idx}"].get_compound_graph_instance()) for idx in range(1, 6)
]
# success case with undo
og._unstable.cmds.RenameCompoundSubgraph( # noqa: PLW0212
subgraph=graph_paths[0], new_path=graph_paths[0] + "_renamed"
)
await omni.kit.app.get_app().next_update_async()
self.assertTrue(og.Controller.graph(graph_paths[0] + "_renamed"))
omni.kit.undo.undo()
await omni.kit.app.get_app().next_update_async()
self.assertTrue(og.Controller.graph(graph_paths[0]))
omni.kit.undo.redo()
await omni.kit.app.get_app().next_update_async()
self.assertTrue(og.Controller.graph(graph_paths[0] + "_renamed"))
# failure case - bad path
with ogts.ExpectedError():
(res, _) = og._unstable.cmds.RenameCompoundSubgraph( # noqa: PLW0212
subgraph=graph_paths[1], new_path="This is an invalid path"
)
self.assertFalse(res)
# failure case - rename to an invalid name in immediate mode
with ogts.ExpectedError():
self.assertIsNone(
og._unstable.cmds.imm.RenameCompoundSubgraph( # noqa: PLW0212
subgraph=graph_paths[2], new_path="invalid name"
)
)
# pass by graph
og._unstable.cmds.RenameCompoundSubgraph( # noqa: PLW0212
subgraph=og.Controller.graph(graph_paths[3]), new_path=graph_paths[3] + "_renamed"
)
await omni.kit.app.get_app().next_update_async()
self.assertTrue(og.Controller.graph(graph_paths[3] + "_renamed"))
# failure case - path is not a child of the compound node
with ogts.ExpectedError():
self.assertIsNone(
og._unstable.cmds.imm.RenameCompoundSubgraph(graph_paths[4], "/World/OtherPath") # noqa: PLW0212
)
# -----------------------------------------------------------------------------
class TestCompoundSubgraphAttributeCommands(ogts.OmniGraphTestCase):
"""Tests related to commands to add, remove and rename attributes from compound nodes
containing a subgraph
"""
_test_graph_path = "/World/TestGraph"
# -------------------------------------------------------------------------
async def setUp(self):
await super().setUp()
# Set up a subgraph node as follows
# The composedouble3 node as fixed-type inputs, so they aren't exposed
# |-------------------------------------|
# [Constant] --> | o(a) -->|------| |
# | | Add1 | |
# [Constant] --> | o(b) -->|------| --> |------| |
# | | Add2 | --> o |-->[Add3]
# | o(b_01) -----------> |------| |
# | |
# | |----------------| |
# | | ComposeDouble3 | --> o |
# | |----------------| |
# |-------------------------------------|
#
# The inputs are a, b, b_01
# The outputs are sum and double3
controller = og.Controller(update_usd=True)
keys = controller.Keys
(
_,
(self._constant_node_1, self._constant_node_2, self._compound_node, self._add3_node),
_,
mapping,
) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant1", "omni.graph.nodes.ConstantDouble"),
("Constant2", "omni.graph.nodes.ConstantDouble"),
(
"Compound",
{
keys.CREATE_NODES: [
("Add1", "omni.graph.nodes.Add"),
("Add2", "omni.graph.nodes.Add"),
("ComposeDouble3", "omni.graph.test.ComposeDouble3C"),
],
keys.CONNECT: [
("Add1.outputs:sum", "Add2.inputs:a"),
],
keys.SET_VALUES: [
("ComposeDouble3.inputs:x", 5.0),
],
keys.PROMOTE_ATTRIBUTES: [
("Add1.inputs:a", "a"),
("Add1.inputs:b", "b"),
("Add2.inputs:b", "b_01"),
("Add2.outputs:sum", "sum"),
("ComposeDouble3.outputs:double3", "double3"),
],
},
),
("Add3", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Constant1.inputs:value", "Compound.inputs:a"),
("Constant2.inputs:value", "Compound.inputs:b"),
("Compound.outputs:sum", "Add3.inputs:a"),
],
keys.SET_VALUES: [
("Constant1.inputs:value", 5.0),
],
},
)
self._add1_node = mapping["Add1"]
self._add2_node = mapping["Add2"]
self._compose_node = mapping["ComposeDouble3"]
self._compound_input_1 = og.ObjectLookup.attribute(("inputs:a", self._compound_node))
self._compound_input_2 = og.ObjectLookup.attribute(("inputs:b", self._compound_node))
self._compound_input_3 = og.ObjectLookup.attribute(("inputs:b_01", self._compound_node))
self._compound_output_1 = og.ObjectLookup.attribute(("outputs:sum", self._compound_node))
self._compound_output_2 = og.ObjectLookup.attribute(("outputs:double3", self._compound_node))
self._subgraph = og.ObjectLookup.graph(f"{self._compound_node.get_prim_path()}/Subgraph")
# disable logging of command errors
omni.kit.commands.set_logging_enabled(False)
# -------------------------------------------------------------------------
async def tearDown(self):
await super().tearDown()
omni.kit.commands.set_logging_enabled(True)
# -------------------------------------------------------------------------
async def test_create_input_command(self):
"""Test that input connections can be successfully added and works with undo and redo"""
connect_to_attr = og.ObjectLookup.attribute(("inputs:x", self._compose_node))
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="added_input", connect_to=connect_to_attr
)
self.assertTrue(success)
self.assertTrue(attr.is_valid())
self.assertTrue(attr.get_downstream_connections()[0], connect_to_attr)
# validate the value was copied up to the graph
self.assertEqual(og.Controller.get(attr), 5.0)
omni.kit.undo.undo()
self.assertTrue(self._compound_node.is_valid())
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(("inputs:added_input", self._compound_node))
self.assertEqual(og.Controller.get(connect_to_attr), 5.0)
omni.kit.undo.redo()
self.assertTrue(self._compound_node.is_valid())
attr = og.ObjectLookup.attribute(("inputs:added_input", self._compound_node))
self.assertTrue(attr.is_valid())
self.assertTrue(attr.get_downstream_connections()[0], connect_to_attr)
self.assertEqual(og.Controller.get(attr), 5.0)
# ---------------------------------------------------------------------------
async def test_resolved_attribute_values_are_copied_on_create(self):
"""Tests that resolved attribute values are copied when used with create input"""
# create a new node in the graph
new_node = og.GraphController.create_node(
node_id=("Add4", self._subgraph), node_type_id="omni.graph.nodes.Add", update_usd=True
)
attr = og.ObjectLookup.attribute(("inputs:a", new_node))
attr.set_resolved_type(og.Type(og.BaseDataType.DOUBLE))
og.Controller.set(attr, 10.0, update_usd=True)
self.assertEqual(og.Controller.get(attr), 10.0)
(success, compound_attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="added_input", connect_to=attr
)
self.assertTrue(success)
self.assertTrue(compound_attr.is_valid())
self.assertEqual(10, og.Controller.get(compound_attr))
# ---------------------------------------------------------------------------
async def test_create_input_error_cases(self):
"""Validates known failure cases for create input commands"""
# 1) connecting to an attribute not in the subgraph
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node,
input_name="added_input",
connect_to=og.ObjectLookup.attribute("inputs:b", self._add3_node),
)
self.assertTrue(success)
self.assertIsNone(attr)
# 2) connecting to no/invalid attribute
with self.assertRaises(og.OmniGraphError):
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="added_input", connect_to=None
)
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="added_input", connect_to="/World/Path.inputs:not_valid"
)
self.assertTrue(success)
self.assertIsNone(attr)
# 3) connecting to an existing attribute name
with ogts.ExpectedError():
connect_to_attr = og.ObjectLookup.attribute(("inputs:x", self._compose_node))
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="a", connect_to=connect_to_attr
)
self.assertTrue(success)
self.assertIsNone(attr)
# 4) connecting to a non-compound node
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._add3_node, input_name="other", connect_to=connect_to_attr
)
self.assertTrue(success)
self.assertIsNone(attr)
# 5) connecting to a connected attribute
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node,
input_name="other",
connect_to=og.ObjectLookup.attribute(("inputs:a", self._add1_node)),
)
self.assertTrue(success)
self.assertIsNone(attr)
# 6) connecting to output attribute
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node,
input_name="other",
connect_to=og.ObjectLookup.attribute(("outputs:sum", self._add1_node)),
)
self.assertTrue(success)
self.assertIsNone(attr)
# -------------------------------------------------------------------------
def _validate_create_output_command_with_undo_redo(self, connect_from_attr: og.Attribute):
"""Helper to validate create output"""
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node, output_name="added_output", connect_from=connect_from_attr
)
self.assertTrue(success)
self.assertTrue(attr.is_valid())
self.assertTrue(attr.get_upstream_connections()[0], connect_from_attr)
omni.kit.undo.undo()
self.assertTrue(self._compound_node.is_valid())
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(("outputs:added_output", self._compound_node))
omni.kit.undo.redo()
self.assertTrue(self._compound_node.is_valid())
attr = og.ObjectLookup.attribute(("outputs:added_output", self._compound_node))
self.assertTrue(attr.is_valid())
self.assertTrue(attr.get_upstream_connections()[0], connect_from_attr)
# -------------------------------------------------------------------------
async def test_create_output_command(self):
"""Tests that output connections can be successfully added, including undo, redo"""
# add a node to the subgraph, so there is an unconnected output
new_node = og.GraphController.create_node(
node_id=("Add4", self._subgraph),
node_type_id="omni.graph.nodes.Add",
)
connect_from_attr = og.ObjectLookup.attribute(("outputs:sum", new_node))
self._validate_create_output_command_with_undo_redo(connect_from_attr)
# -------------------------------------------------------------------------
async def test_create_output_command_multiple_outputs(self):
"""Tests that the output command connectes to an already connected output"""
connect_from_attr = og.ObjectLookup.attribute(("outputs:sum", self._add2_node))
self._validate_create_output_command_with_undo_redo(connect_from_attr)
# -------------------------------------------------------------------------
async def test_create_output_command_from_input(self):
"""Tests that the output command can create outputs from inputs as output nodes"""
new_node = og.GraphController.create_node(
node_id=("NewConstant", self._subgraph),
node_type_id="omni.graph.nodes.ConstantDouble",
)
connect_from_attr = og.ObjectLookup.attribute(("inputs:value", new_node))
self._validate_create_output_command_with_undo_redo(connect_from_attr)
# -------------------------------------------------------------------------
async def test_create_output_command_error_cases(self):
"""Tests command error cases of output commands"""
# 1) connecting to an attribute not in the subgraph
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node,
output_name="added_output",
connect_from=og.ObjectLookup.attribute("outputs:sum", self._add3_node),
)
self.assertTrue(success)
self.assertIsNone(attr)
# 2) connecting to no/invalid attribute
with self.assertRaises(og.OmniGraphError):
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node, output_name="added_output", connect_from=None
)
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node,
output_name="added_output",
connect_from="/World/Path.outputs:not_valid",
)
self.assertTrue(success)
self.assertIsNone(attr)
# 3) connecting to an existing attribute name
with ogts.ExpectedError():
connect_from_attr = og.ObjectLookup.attribute(("outputs:double3", self._compose_node))
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node, output_name="sum", connect_from=connect_from_attr
)
self.assertTrue(success)
self.assertIsNone(attr)
# 4) connecting to a non-compound node
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._add3_node, output_name="other", connect_from=connect_from_attr
)
self.assertTrue(success)
self.assertIsNone(attr)
# 5) try to promote a bundle output
og.Controller.edit(
self._compound_node.get_compound_graph_instance(),
{og.Controller.Keys.CREATE_NODES: ("BundleCreator", "omni.graph.nodes.BundleConstructor")},
)
node = og.Controller.node(
f"{self._compound_node.get_compound_graph_instance().get_path_to_graph()}/BundleCreator"
)
self.assertTrue(node.is_valid())
bundle_attr = node.get_attribute("outputs_bundle")
self.assertTrue(bundle_attr.is_valid())
with ogts.ExpectedError():
(success, attr) = ogu.cmds.CreateCompoundSubgraphOutput(
compound_node=self._compound_node, output_name="exposed_bundle", connect_from=bundle_attr
)
self.assertTrue(success)
self.assertIsNone(attr)
# -------------------------------------------------------------------------
async def test_remove_compound_input(self):
"""Tests the remove compound attribute command can remove an input, including undo and redo"""
self._compound_input_1.set_resolved_type(og.Type(og.BaseDataType.DOUBLE))
og.Controller.set(self._compound_input_1, 10.0, update_usd=True)
connected_attr = self._compound_input_1.get_downstream_connections()[0]
(success, result) = ogu.cmds.RemoveCompoundSubgraphAttribute(attribute=self._compound_input_1)
self.assertTrue(success)
self.assertTrue(result)
self.assertFalse(self._compound_node.get_attribute_exists("inputs:a"))
self.assertEqual(0, connected_attr.get_upstream_connection_count())
omni.kit.undo.undo()
self.assertTrue(self._compound_node.get_attribute_exists("inputs:a"))
attr = og.ObjectLookup.attribute(("inputs:a", self._compound_node))
self.assertGreater(attr.get_downstream_connection_count(), 0)
self.assertEqual(attr.get_downstream_connections()[0], connected_attr)
omni.kit.undo.redo()
self.assertFalse(self._compound_node.get_attribute_exists("inputs:a"))
self.assertEqual(0, connected_attr.get_upstream_connection_count())
# -------------------------------------------------------------------------
async def test_remove_compound_inputs_keeps_resolved_values(self):
"""Test the remove compound attribute restores resolved values"""
# add the connection to the resolved node
connect_to_attr = og.ObjectLookup.attribute(("inputs:x", self._compose_node))
(success, attr) = ogu.cmds.CreateCompoundSubgraphInput(
compound_node=self._compound_node, input_name="added_input", connect_to=connect_to_attr
)
self.assertTrue(success)
self.assertTrue(attr.is_valid())
(success, result) = ogu.cmds.RemoveCompoundSubgraphAttribute(attribute=attr)
self.assertTrue(success)
self.assertTrue(result)
connect_to_attr = og.ObjectLookup.attribute(("inputs:x", self._compose_node))
self.assertEqual(5.0, og.Controller.get(connect_to_attr))
# -------------------------------------------------------------------------
async def test_remove_compound_output(self):
"""Tests the remove compound attribute command can remove an output, including undo and redo"""
connected_attr = self._compound_output_1.get_upstream_connections()[0]
(success, result) = ogu.cmds.RemoveCompoundSubgraphAttribute(attribute=self._compound_output_1)
self.assertTrue(success)
self.assertTrue(result)
self.assertFalse(self._compound_node.get_attribute_exists("outputs:sum"))
self.assertEqual(0, connected_attr.get_downstream_connection_count())
omni.kit.undo.undo()
self.assertTrue(self._compound_node.get_attribute_exists("outputs:sum"))
attr = og.ObjectLookup.attribute(("outputs:sum", self._compound_node))
self.assertGreater(attr.get_upstream_connection_count(), 0)
self.assertEqual(attr.get_upstream_connections()[0], connected_attr)
omni.kit.undo.redo()
self.assertFalse(self._compound_node.get_attribute_exists("outputs:sum"))
self.assertEqual(0, connected_attr.get_downstream_connection_count())
# -------------------------------------------------------------------------
async def test_remove_compound_output_error_cases(self):
"""Validates known failure cases for remove attribute commands"""
# 1) not a compound node
with ogts.ExpectedError():
(success, result) = ogu.cmds.RemoveCompoundSubgraphAttribute(
attribute=og.ObjectLookup.attribute("inputs:b", self._add3_node)
)
self.assertTrue(success)
self.assertFalse(result)
# 2) not a valid attribute
with ogts.ExpectedError():
(success, result) = ogu.cmds.RemoveCompoundSubgraphAttribute(attribute="/World/Path.outputs:invalid_attr")
self.assertTrue(success)
self.assertFalse(result)
# -------------------------------------------------------------------------
async def test_rename_compound_input_output(self):
"""Tests the rename input/output functionality"""
# Rename an input attribute
upstream = self._compound_input_1.get_upstream_connections()
downstream = self._compound_input_1.get_downstream_connections()
old_attr_path = self._compound_input_1.get_path()
(success, new_attr) = ogu.cmds.RenameCompoundSubgraphAttribute(
attribute=self._compound_input_1, new_name="new_a"
)
# Verify that connections are now on new attr and old attr has been removed
self.assertTrue(success)
self.assertTrue(new_attr.is_valid())
self.assertEqual(new_attr.get_upstream_connections(), upstream)
self.assertEqual(new_attr.get_downstream_connections(), downstream)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(old_attr_path)
new_attr_path = new_attr.get_path()
omni.kit.undo.undo()
# Verify undo restores the old attr and connections
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(new_attr_path)
attr = og.ObjectLookup.attribute(old_attr_path)
self.assertEqual(attr.get_upstream_connections(), upstream)
self.assertEqual(attr.get_downstream_connections(), downstream)
# Verify redo
omni.kit.undo.redo()
attr = og.ObjectLookup.attribute(new_attr_path)
self.assertEqual(attr.get_upstream_connections(), upstream)
self.assertEqual(attr.get_downstream_connections(), downstream)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(old_attr_path)
# Rename an output attribute
upstream = self._compound_output_1.get_upstream_connections()
downstream = self._compound_output_1.get_downstream_connections()
old_attr_path = self._compound_output_1.get_path()
(success, new_attr) = ogu.cmds.RenameCompoundSubgraphAttribute(
attribute=self._compound_output_1, new_name="new_sum"
)
self.assertTrue(success)
self.assertTrue(new_attr.is_valid())
self.assertEqual(new_attr.get_upstream_connections(), upstream)
self.assertEqual(new_attr.get_downstream_connections(), downstream)
new_attr_path = new_attr.get_path()
omni.kit.undo.undo()
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(new_attr_path)
attr = og.ObjectLookup.attribute(old_attr_path)
self.assertEqual(attr.get_upstream_connections(), upstream)
self.assertEqual(attr.get_downstream_connections(), downstream)
omni.kit.undo.redo()
attr = og.ObjectLookup.attribute(new_attr_path)
self.assertEqual(attr.get_upstream_connections(), upstream)
self.assertEqual(attr.get_downstream_connections(), downstream)
# -------------------------------------------------------------------------
async def test_rename_compound_input_output_error_cases(self):
"""Validates known failure cases for remove attribute commands"""
# attempt to rename to an existing name
with ogts.ExpectedError():
(success, new_attr) = ogu.cmds.RenameCompoundSubgraphAttribute(
attribute=self._compound_input_1, new_name="b"
)
self.assertFalse(success)
self.assertEqual(new_attr, None)
# -----------------------------------------------------------------------------
class TestCompoundSubgraphWithVariables(ogts.OmniGraphTestCase):
_test_graph_path = "/World/TestGraph"
# ---------------------------------------------------------------------
async def test_subgraph_with_read_variables_evaluates(self):
"""Tests that a subgraph with variables in it evaluates correctly"""
# Create a subgraph/graph pair with the following setup
#
# |--------------------------------------|
# | [ReadVariable]->|----------| |
# | [Constant]----->| Add |-----> o | ---> [Magnitude]
# | |----------| |
# | -------------------------------------|
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (compound_node, abs_node), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound",
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("Constant", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "Add.inputs:a"),
("Constant.inputs:value", "Add.inputs:b"),
],
keys.PROMOTE_ATTRIBUTES: [("Add.outputs:sum", "value")],
},
),
("Abs", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Compound.outputs:value", "Abs.inputs:input"),
],
keys.CREATE_VARIABLES: [
("double_var", og.Type(og.BaseDataType.DOUBLE), 5.0),
],
keys.SET_VALUES: [("Constant.inputs:value", 1.0), ("ReadVariable.inputs:variableName", "double_var")],
},
)
await og.Controller.evaluate(graph)
attr = og.Controller.attribute(("outputs:magnitude", abs_node))
self.assertEqual(6.0, og.Controller.get(attr))
# update the constant so we get different result - because it 'moved' to the subgraph, the
# existing variable is no longer valid
constant = og.Controller.node(f"{compound_node.get_prim_path()}/Subgraph/Constant")
constant_attr = og.Controller.attribute(("inputs:value", constant))
og.Controller.set(constant_attr, 2.0)
await og.Controller.evaluate(graph)
abs_node = og.Controller.node(f"{self._test_graph_path}/Abs")
attr = og.Controller.attribute(("outputs:magnitude", abs_node))
self.assertEqual(7.0, og.Controller.get(attr))
# ---------------------------------------------------------------------
async def test_subgraph_read_write_variables_across_subnet(self):
"""Tests that a subgraph can read and write variables regardless of
where they live
"""
# A graph that doubles the variable value each time
# A single read is in the main graph, one in the subgraph
# |----------------------------------------|
# | |
# [ReadVariable] --> | o-------------->|------| |
# | [ReadVariable]->| Add |--->[WriteVar] |
# | |------| |
# |----------------------------------------|
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (_read1, _compound_node), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("ReadVariable1", "omni.graph.core.ReadVariable"),
(
"Compound",
{
keys.CREATE_NODES: [
("ReadVariable2", "omni.graph.core.ReadVariable"),
("Add", "omni.graph.nodes.Add"),
("WriteVariable", "omni.graph.core.WriteVariable"),
],
keys.CONNECT: [
("ReadVariable2.outputs:value", "Add.inputs:b"),
("Add.outputs:sum", "WriteVariable.inputs:value"),
],
keys.PROMOTE_ATTRIBUTES: [
("Add.inputs:a", "inputs:a"),
("WriteVariable.outputs:value", "outputs:value"),
],
keys.SET_VALUES: [
("ReadVariable2.inputs:variableName", "double_var"),
("WriteVariable.inputs:variableName", "double_var"),
],
},
),
],
keys.CREATE_VARIABLES: [
("double_var", og.Type(og.BaseDataType.DOUBLE), 2.0),
],
keys.CONNECT: [
("ReadVariable1.outputs:value", "Compound.inputs:a"),
],
keys.SET_VALUES: [
("ReadVariable1.inputs:variableName", "double_var"),
],
},
)
# get the variable value
variable = graph.find_variable("double_var")
var_value = variable.get(graph.get_default_graph_context())
for _ in range(0, 3):
await og.Controller.evaluate(graph)
new_var_value = variable.get(graph.get_default_graph_context())
self.assertEqual(var_value * 2, new_var_value)
var_value = new_var_value
async def test_promote_unconnected(self):
"""
Test promoting all unconnected inputs/outputs on a node in a compound. Ensure that it also creates a unique name
"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
(graph, (_, _compound_node), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("ConstDouble", "omni.graph.nodes.ConstantDouble"),
(
"Compound",
{
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
("ConstantFloat", "omni.graph.nodes.ConstantFloat"),
("RandomBool", "omni.graph.nodes.RandomBoolean"),
],
keys.PROMOTE_ATTRIBUTES: [
("Add.inputs:a", "inputs:a"),
],
},
),
],
keys.CONNECT: [
("ConstDouble.inputs:value", "Compound.inputs:a"),
],
keys.SET_VALUES: [("ConstDouble.inputs:value", 2.0)],
},
)
await og.Controller.evaluate(graph)
self.assertTrue(_compound_node.get_attribute("inputs:a").is_valid())
self.assertFalse(_compound_node.get_attribute_exists("inputs:b"))
add_node = og.Controller.node(f"{_compound_node.get_prim_path()}/Subgraph/Add")
(success, ports) = ogu.cmds.PromoteUnconnectedToCompoundSubgraph(node=add_node, inputs=True, outputs=False)
self.assertTrue(success)
self.assertEqual(len(ports), 1)
self.assertTrue(ports[0].is_valid())
self.assertEqual(ports[0].get_name(), "inputs:b")
self.assertTrue(_compound_node.get_attribute("inputs:b").is_valid())
omni.kit.undo.undo()
self.assertFalse(_compound_node.get_attribute_exists("inputs:b"))
omni.kit.undo.redo()
self.assertTrue(_compound_node.get_attribute("inputs:b").is_valid())
# rename input "a" to "b" and promote unconnected again, should create b_01
omni.kit.undo.undo()
self.assertFalse(_compound_node.get_attribute_exists("inputs:b"))
attr = _compound_node.get_attribute("inputs:a")
(success, new_attr) = ogu.cmds.RenameCompoundSubgraphAttribute(attribute=attr, new_name="b")
self.assertTrue(success)
self.assertTrue(new_attr.is_valid())
(success, ports) = ogu.cmds.PromoteUnconnectedToCompoundSubgraph(node=add_node, inputs=True, outputs=False)
self.assertTrue(success)
self.assertEqual(len(ports), 1)
self.assertTrue(ports[0].is_valid())
self.assertEqual(ports[0].get_name(), "inputs:b_01")
omni.kit.undo.undo()
c = og.Controller.create_attribute(add_node, "inputs:c", "double")
self.assertTrue(c.is_valid())
(success, ports) = ogu.cmds.PromoteUnconnectedToCompoundSubgraph(node=add_node, inputs=True, outputs=True)
self.assertTrue(success)
self.assertEqual(len(ports), 3)
self.assertEqual(ports[0].get_name(), "inputs:b_01")
self.assertEqual(ports[1].get_name(), "inputs:c")
self.assertEqual(ports[2].get_name(), "outputs:sum")
# verify that output-only inputs are promoted as outputs
float_node = og.Controller.node(f"{_compound_node.get_prim_path()}/Subgraph/ConstantFloat")
(success, ports) = ogu.cmds.PromoteUnconnectedToCompoundSubgraph(node=float_node, inputs=False, outputs=True)
self.assertTrue(success)
self.assertEqual(len(ports), 1)
self.assertEqual(ports[0].get_name(), "outputs:value")
# test that literal only inputs are not promoted
rand_node = og.Controller.node(f"{_compound_node.get_prim_path()}/Subgraph/RandomBool")
(success, ports) = ogu.cmds.PromoteUnconnectedToCompoundSubgraph(node=rand_node, inputs=True, outputs=False)
self.assertTrue(success)
self.assertEqual(len(ports), 3)
self.assertFalse("inputs:isNoise" in {p.get_name() for p in ports})
| 88,415 | Python | 45.855326 | 123 | 0.529152 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_controllers.py | """Basic tests of the controller classes in omni.graph.core"""
import json
from typing import Any, Dict, List
import carb
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from omni.graph.core._impl.utils import _flatten_arguments, _Unspecified
from pxr import Sdf
_KEYS = og.Controller.Keys
"""Syntactic sugar to shorten the name required to access the keywords"""
# ==============================================================================================================
class TestControllers(ogts.OmniGraphTestCase):
"""Run a simple set of unit tests that exercise the main controller functionality"""
# --------------------------------------------------------------------------------------------------------------
async def test_arg_flattening(self):
"""Test the utility that flattens arguments list into a common dictionary"""
test_data = [
([], [("a", 1)], [], {}, [1]),
([("a", _Unspecified)], [], [1], {}, [1]),
([("a", 1)], [], [], {}, [1]),
([("a", _Unspecified)], [], [], {"a": 2}, [2]),
([("a", _Unspecified)], [], [5], {}, [5]),
([("a", _Unspecified)], [("b", 7)], [5], {}, [5, 7]),
([("a", _Unspecified)], [("b", 7)], [], {"a": 3}, [3, 7]),
([("a", _Unspecified)], [("b", 7)], [5], {"b": 3}, [5, 3]),
([("a", _Unspecified)], [("b", _Unspecified)], [5], {"b": 3}, [5, 3]),
]
for test_index, (mandatory, optional, args, kwargs, expected_results) in enumerate(test_data):
flat_args = _flatten_arguments(mandatory, optional, args, kwargs)
self.assertCountEqual(flat_args, expected_results, f"Test {test_index}")
# Test cases where the arguments are invalid and exceptions are expected
test_data_invalid = [
([("a", _Unspecified)], [], [], {}, [1]), # Missing mandatory arg
([("a", _Unspecified)], [], [], {"b": 1}, []), # Unknown kwarg
([("a", _Unspecified)], [], [1, 2], {}, [1]), # Too many args
([("a", _Unspecified)], [], [1], {"a": 2}, [1]), # Ambiguous arg value
([("a", _Unspecified)], [("b", 7)], [5], {"a": 3}, [5, 3]), # Ambiguous arg value
]
for mandatory, optional, args, kwargs, _expected_results in test_data_invalid:
with self.assertRaises(og.OmniGraphError):
_ = _flatten_arguments(mandatory, optional, args, kwargs)
carb.log_error(f"Should have failed with {mandatory}, {optional}, {args}, {kwargs}")
# --------------------------------------------------------------------------------------------------------------
async def test_flattening_example(self):
"""Test that runs the code cited in the documentation for the _flatten_arguments function"""
feet = 1
yards = 3
miles = 5280
class Toady:
def __init__(self):
self.__height_default = 1
self.__height_unit = yards
self.jump = self.__jump_obj
@classmethod
def jump(cls, *args, **kwargs): # noqa: PLE0202 Hiding it is the point
return cls.__jump(cls, args=args, kwargs=kwargs)
def __jump_obj(self, *args, **kwargs):
return self.__jump(
self, how_high=self.__height_default, unit=self.__height_unit, args=args, kwargs=kwargs
)
@staticmethod
def __jump(obj, how_high: int = None, unit: str = miles, args=List[Any], kwargs=Dict[str, Any]):
(how_high, unit) = _flatten_arguments(
mandatory=[("how_high", how_high)], optional=[("unit", unit)], args=args, kwargs=kwargs
)
return how_high, unit
# Legal calls to this function
self.assertEqual((123, miles), Toady.jump(how_high=123))
self.assertEqual((123, miles), Toady.jump(123))
self.assertEqual((123, feet), Toady.jump(123, unit=feet))
self.assertEqual((123, feet), Toady.jump(how_high=123, unit=feet))
# The main difference in object-based calls is the use of the object members for defaults, also allowing it
# to omit the "mandatory" members in the call.
smithers = Toady()
self.assertEqual((1, yards), smithers.jump())
self.assertEqual((123, yards), smithers.jump(how_high=123))
self.assertEqual((123, yards), smithers.jump(123))
self.assertEqual((123, feet), smithers.jump(123, unit=feet))
self.assertEqual((123, feet), smithers.jump(how_high=123, unit=feet))
self.assertEqual((1, feet), smithers.jump(unit=feet))
# --------------------------------------------------------------------------------------------------------------
async def test_graph_construction(self):
"""Test the basic graph construction function of the og.Controller class"""
controller = og.Controller()
(graph, _, _, _) = controller.edit("/World/PushGraph")
self.assertTrue(graph, "Created a new graph")
await controller.evaluate(graph)
graph_by_path = og.get_graph_by_path("/World/PushGraph")
self.assertEqual(graph, graph_by_path, "Created graph lookup")
self.assertEqual(graph.get_pipeline_stage(), og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION)
self.assertEqual(graph.get_graph_backing_type(), og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED)
(same_graph, _, _, _) = controller.edit(graph)
self.assertEqual(graph, same_graph, "Edit of the same graph twice")
await controller.evaluate(same_graph)
index = 0
all_graphs = [graph]
for backing_type in og.GraphBackingType.__members__.values():
if backing_type in [
og.GraphBackingType.GRAPH_BACKING_TYPE_UNKNOWN,
og.GraphBackingType.GRAPH_BACKING_TYPE_NONE,
og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_WITH_HISTORY,
]:
continue
for pipeline_stage in og.GraphPipelineStage.__members__.values():
if pipeline_stage in [og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_UNKNOWN]:
continue
for evaluation_mode in [
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC,
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_STANDALONE,
og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_INSTANCED,
]:
error_msg = (
f"Created graph with backing {backing_type}, pipeline {pipeline_stage} "
"and evaluation mode {evaluation_mode}"
)
(new_graph, _, _, _) = controller.edit(
{
"graph_path": f"/World/TestGraph{index}",
"fc_backing_type": backing_type,
"pipeline_stage": pipeline_stage,
"evaluation_mode": evaluation_mode,
}
)
self.assertTrue(new_graph, error_msg)
self.assertEqual(new_graph.get_pipeline_stage(), pipeline_stage, error_msg)
self.assertEqual(new_graph.get_graph_backing_type(), backing_type, error_msg)
self.assertEqual(new_graph.evaluation_mode, evaluation_mode, error_msg)
self.assertTrue(
any(
new_graph == pipeline_graph
for pipeline_graph in og.get_graphs_in_pipeline_stage(pipeline_stage)
)
)
index += 1
all_graphs.append(new_graph)
await controller.evaluate(all_graphs)
# ----------------------------------------------------------------------
async def test_graph_population(self):
"""Test node creation and deletion via the og.Controller class"""
controller = og.Controller()
simple_node_type = "omni.graph.tutorials.SimpleData"
# Create a couple of random nodes
(graph, nodes_created, _, _) = controller.edit(
"/World/PushGraph",
{
_KEYS.CREATE_NODES: [
("Simple1", simple_node_type),
("Simple2", simple_node_type),
("Simple3", simple_node_type),
]
},
)
for node in nodes_created:
self.assertTrue(node.is_valid(), "Created node is valid")
self.assertEqual(node.get_node_type().get_node_type(), simple_node_type)
self.assertEqual(len(nodes_created), 3, "Correct number of nodes created and returned")
nodes_matched = 0
for node in graph.get_nodes():
for expected_node in nodes_created:
if node == expected_node:
nodes_matched += 1
break
self.assertEqual(nodes_matched, 3, "Found all created nodes in the return values")
# Delete one node, add two nodes, then delete an earlier one.
# Uses a static controller instead of the existing one for some operations to confirm that also works
controller.edit(graph, {_KEYS.DELETE_NODES: "Simple1"})
(static_graph, static_nodes, _, static_path_node_map) = og.Controller.edit(
graph,
{
_KEYS.CREATE_NODES: [
("Simple1", simple_node_type),
("Simple4", simple_node_type),
]
},
)
self.assertEqual(graph, static_graph, "Static controller uses same graph")
self.assertEqual(len(static_nodes), 2, "Static node creation")
self.assertCountEqual(["Simple1", "Simple4"], list(static_path_node_map.keys()), "Static node path map")
(_, _, _, new_path_node_map) = controller.edit(graph, {_KEYS.DELETE_NODES: "Simple2"})
self.assertCountEqual(
["Simple3"], list(new_path_node_map.keys()), "Path map is only aware of object-based changes"
)
# Delete a node then immediately create one with the same name but a different type, using the non-list forms
(_, retyped_nodes, _, retyped_path_node_map) = controller.edit(
graph,
{
_KEYS.DELETE_NODES: "Simple1",
_KEYS.CREATE_NODES: ("Simple1", "omni.tutorials.TupleData"),
},
)
self.assertCountEqual(
["Simple1", "Simple3"],
list(retyped_path_node_map.keys()),
"Path map deleted and added a node of the same name",
)
self.assertEqual(
"omni.tutorials.TupleData",
controller.node_type(retyped_nodes[0]).get_node_type(),
"Same node name, different type",
)
# Attempt to add a node with a bad type
with self.assertRaises(og.OmniGraphError):
og.Controller.edit(graph, {_KEYS.CREATE_NODES: [("NoSuchNode", "omni.no.such.type")]})
# Attempt to delete a non-existing node (using a static Controller object instead of the existing one)
with self.assertRaises(og.OmniGraphError):
og.Controller.edit(graph, {_KEYS.DELETE_NODES: ["/This/Node/Does/Not/Exist"]})
# --------------------------------------------------------------------------------------------------------------
async def test_prim_construction(self):
"""Test the controller's ability to create USD prims. This is just testing basic functionality. A separate
test will exercise creation of prims with all of the available attribute types.
Testing Type Matrix:
prim_path: str, Sdf.Path, Invalid
attribute_id: dict of
KEY: str, Invalid
VALUE: 2-tuple of
VALUE[0]: str(ogn type), str(sdf type), og.Type, Invalid
VALUE[1]: Matching Value Type, Unmatching Value Type, Invalid
prim_type: str, None
"""
controller = og.Controller()
(graph, _, prims, _,) = controller.edit(
"/PrimGraph",
{
controller.Keys.CREATE_PRIMS: [
# (str, {str: (ogn_str, value)})
("PrimFloat2", {"float2Value": ("float[2]", [1.0, 2.0])}),
# (str, {Sdf.Path: (sdf_str, value)})
(Sdf.Path("PrimFloat3"), {"float3Value": ("float3", [1.0, 2.0, 3.0])}),
# (str, {str: (og.Type, value)})
("PrimFloat4", {"float4Value": (og.Type(og.BaseDataType.FLOAT, 4, 0), [1.0, 2.0, 3.0, 4.0])}),
# str
"PrimWithNoAttributes",
]
},
)
# Verify prims are created with the right attributes
self.assertEqual(len(prims), 4)
self.assertTrue(all(prim.IsValid() for prim in prims))
float2_attr = prims[0].GetAttribute("float2Value")
self.assertTrue(float2_attr.IsValid())
self.assertEqual([1.0, 2.0], float2_attr.Get())
float3_attr = prims[1].GetAttribute("float3Value")
self.assertTrue(float3_attr.IsValid())
self.assertEqual([1.0, 2.0, 3.0], float3_attr.Get())
float4_attr = prims[2].GetAttribute("float4Value")
self.assertTrue(float4_attr.IsValid())
self.assertEqual([1.0, 2.0, 3.0, 4.0], float4_attr.Get())
# Test that non-string prim path fails
with self.assertRaises(og.OmniGraphError):
og.Controller.edit(graph, {controller.Keys.CREATE_PRIMS: [prims[0]]})
# Test that attempt to create prim in already existing location fails, with both absolute and relative paths
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {controller.Keys.CREATE_PRIMS: [("PrimFloat2", "Cube")]})
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {controller.Keys.CREATE_PRIMS: [("/PrimFloat2", "Cube", {})]})
# Test that prims are forbidden from being created inside an OmniGraph
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {controller.Keys.CREATE_PRIMS: [("/PrimGraph/IllegalLocation", {})]})
# Test that non-string attribute name fails
with self.assertRaises(og.OmniGraphError):
controller.edit(
graph,
{
controller.Keys.CREATE_PRIMS: [
("PrimWithBadAttribute", {None: None}),
]
},
)
# Test that invalid attribute data type fails
with self.assertRaises(og.OmniGraphError):
controller.edit(
graph,
{
controller.Keys.CREATE_PRIMS: [
("PrimWithBadAttributeData", {"complex": [1.0, 2.0]}),
]
},
)
# Test that non-matching attribute data type fails
with self.assertRaises(og.OmniGraphError):
controller.edit(
graph,
{
controller.Keys.CREATE_PRIMS: [
("PrimWithBadAttributeData", {"float": None}),
]
},
)
# Test that invalid attribute data fails
with self.assertRaises(og.OmniGraphError):
controller.edit(
graph,
{
controller.Keys.CREATE_PRIMS: [
("PrimWithBadAttributeData", {"float": None}),
]
},
)
# --------------------------------------------------------------------------------------------------------------
def __confirm_connection_counts(self, attribute: og.Attribute, upstream_count: int, downstream_count: int):
"""Check that the given attribute has the proscribed number of upstream and downstream connections"""
self.assertEqual(attribute.get_upstream_connection_count(), upstream_count)
self.assertEqual(attribute.get_downstream_connection_count(), downstream_count)
# --------------------------------------------------------------------------------------------------------------
async def test_connections(self):
"""Test the various connection-related functions on the graph controller."""
# Use the main controller for testing as it derives from the graph controller
controller = og.Controller()
# Source --> Sink --> InOut
# \ \ /
# \ -----/
# --> FanOut
# Command 1
(graph, nodes_created, _, _) = controller.edit(
"/TestGraph",
{
controller.Keys.CREATE_NODES: [
("Source", "omni.graph.tutorials.SimpleData"),
("Sink", "omni.graph.tutorials.SimpleData"),
("FanOut", "omni.graph.tutorials.SimpleData"),
("InOut", "omni.graph.tutorials.SimpleData"),
],
controller.Keys.CONNECT: [
("Source.outputs:a_bool", "Sink.inputs:a_bool"),
(("outputs:a_bool", "Source"), ("inputs:a_bool", "FanOut")),
("Sink.inputs:a_bool", "InOut.inputs:a_bool"),
],
},
)
(source_node, sink_node, fanout_node, inout_node) = nodes_created
def _get_nodes():
return (
controller.node(("Source", graph)),
controller.node(("Sink", graph)),
controller.node(("FanOut", graph)),
controller.node(("InOut", graph)),
)
def _get_attributes():
return (
controller.attribute(("outputs:a_bool", source_node)),
controller.attribute("inputs:a_bool", sink_node),
controller.attribute(("inputs:a_bool", fanout_node)),
controller.attribute("inputs:a_bool", inout_node),
)
source_output, sink_input, fanout_input, inout_input = _get_attributes()
# The sequence tests successful restoration when everything is deleted and restored in groups;
# DisconnectAll(Source.outputs:a_bool)
# Removes Source->Sink and Source->FanOut
# DisconnectAll(Sink.inputs:a_bool)
# Removes Sink->InOut
# Delete Source, Sink, InOut, FanOut
# undo deletes
# undo second disconnect
# Restores Sink->InOut
# undo first disconnect
# Restores Source->Sink and Source->FanOut
# redo and undo to go the beginning and get back here again
# DisconnectAll(Sink.inputs:a_bool)
# Removes Sink->InOut and Source->Sink
# undo
# Command 2
controller.disconnect_all(("outputs:a_bool", source_node))
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 1)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
# Command 3
controller.disconnect_all(sink_input)
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 0)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 0, 0)
# Command 4
controller.edit(graph, {controller.Keys.DELETE_NODES: [source_node, sink_node, fanout_node, inout_node]})
omni.kit.undo.undo() # Command 4
omni.kit.undo.undo() # Command 3
# May have lost the objects through the undo process so get them again
(source_node, sink_node, fanout_node, inout_node) = _get_nodes()
source_output, sink_input, fanout_input, inout_input = _get_attributes()
self.__confirm_connection_counts(source_output, 0, 0)
self.__confirm_connection_counts(sink_input, 0, 1)
self.__confirm_connection_counts(fanout_input, 0, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
omni.kit.undo.undo() # Command 2
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
# Go back and forth in the undo queue to get back to having all objects and connections present
omni.kit.undo.redo() # Command 2
omni.kit.undo.redo() # Command 3
omni.kit.undo.redo() # Command 4
omni.kit.undo.undo() # Command 4
omni.kit.undo.undo() # Command 3
omni.kit.undo.undo() # Command 2
# May have lost the objects through the undo process so get them again
(source_node, sink_node, fanout_node, inout_node) = _get_nodes()
source_output, sink_input, fanout_input, inout_input = _get_attributes()
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
# Direct calls are okay when the attribute is fully specified
# Command 5
og.Controller.disconnect_all(sink_input)
self.__confirm_connection_counts(source_output, 0, 1)
self.__confirm_connection_counts(sink_input, 0, 0)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 0, 0)
omni.kit.undo.undo() # Command 5
self.__confirm_connection_counts(source_output, 0, 2)
self.__confirm_connection_counts(sink_input, 1, 1)
self.__confirm_connection_counts(fanout_input, 1, 0)
self.__confirm_connection_counts(inout_input, 1, 0)
# --------------------------------------------------------------------------------------------------------------
async def test_prim_exposure(self):
"""Test the controller's ability to expose USD prims to OmniGraph.
def expose_prim(cls, exposure_type: PrimExposureType, prim_id: Prim_t, node_path_id: NewNode_t)
-> Union[og.Node, List[og.Node]]:
The test proceeds by first creating a few prims and then exposing them to OmniGraph, confirming that the
OmniGraph nodes do in fact get the correct values from their underlying prims.
"""
controller = og.Controller()
exposure_types = og.GraphController.PrimExposureType
(graph, _, _, path_to_object_map,) = controller.edit(
"/PrimGraph",
{
_KEYS.CREATE_PRIMS: [
("PrimFloat2", {"float2Value": ("float[2]", [1.0, 2.0])}),
("Cube", "Cube"),
("PrimVelocity", {"velocity": ("float[3]", [1.0, 2.0, 3.0])}, "Velocity"),
("Prim1"),
("Prim2"),
("Prim3"),
("PrimPosition", {"position": ("pointf[3]", [1.0, 2.0, 3.0])}, "Position"),
]
},
)
# Test exposure of a prim as a bundle
(_, exposed_nodes, _, _) = og.Controller.edit(
graph,
{
_KEYS.EXPOSE_PRIMS: (exposure_types.AS_BUNDLE, "PrimFloat2", "ExposedAsBundle"),
},
path_to_object_map,
)
await controller.evaluate(graph)
self.assertEqual(len(exposed_nodes), 1, "Exposed a simple prim by bundle")
self.assertTrue("ExposedAsBundle" in path_to_object_map)
self.assertEqual(exposed_nodes[0].get_prim_path(), "/PrimGraph/ExposedAsBundle")
self.assertEqual(exposed_nodes[0].get_type_name(), "omni.graph.nodes.ExtractPrim")
(_, inspector_nodes, _, _) = controller.edit(
graph,
{
_KEYS.CREATE_NODES: ("Inspector", "omni.graph.nodes.BundleInspector"),
_KEYS.CONNECT: ("ExposedAsBundle.outputs_primBundle", "Inspector.inputs:bundle"),
},
)
await controller.evaluate(graph)
# float2Value is in the exposed bundle
inspector_node = inspector_nodes[0]
bundle_names = og.Controller.get(controller.attribute("outputs:names", inspector_node))
index = bundle_names.index("float2Value")
self.assertTrue(index >= 0)
# The value of that attribute is [1.0, 2.0]
try:
bundle_values = og.Controller.get(controller.attribute("outputs:values", inspector_node))
# This weird thing is necessary because the tuple values are not JSON-compatible
tuple_to_list = json.loads(bundle_values[index].replace("(", "[").replace(")", "]"))
self.assertCountEqual(tuple_to_list, [1.0, 2.0])
except AssertionError as error:
carb.log_warn(f"ReadBundle node can't get the bundle to the inspector - {error}")
# Test exposure of a prim as attributes
(_, exposed_nodes, _, _) = og.Controller.edit(
graph,
{
_KEYS.EXPOSE_PRIMS: (exposure_types.AS_ATTRIBUTES, "PrimVelocity", "ExposedAsAttribute"),
},
path_to_object_map,
)
await controller.evaluate(graph)
self.assertEqual(len(exposed_nodes), 1, "Exposed a simple prim by attribute")
self.assertTrue("ExposedAsAttribute" in path_to_object_map)
self.assertEqual(exposed_nodes[0].get_prim_path(), "/PrimGraph/ExposedAsAttribute")
self.assertEqual(exposed_nodes[0].get_type_name(), "omni.graph.nodes.ReadPrimAttributes")
# in order to read data, the attribute needs to be connected, and an eval must be done
(graph, _, _, _) = og.Controller.edit(
graph,
{
_KEYS.CREATE_NODES: [
("Const", "omni.graph.nodes.ConstantFloat3"),
],
},
)
# we need to evaluate for dynamic attributes to appear on ExtractPrim2
await controller.evaluate(graph)
# after attributes appeared on ExtractBundle2 we can connect them
(graph, _, _, _) = og.Controller.edit(
graph,
{
_KEYS.CONNECT: ("/PrimGraph/ExposedAsAttribute.outputs:velocity", "/PrimGraph/Const.inputs:value"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(
[1.0, 2.0, 3.0], og.Controller.get(controller.attribute(("outputs:velocity", exposed_nodes[0])))
)
# Test exposure of a list of prims
(_, exposed_nodes, _, _) = og.Controller.edit(
graph,
{
_KEYS.EXPOSE_PRIMS: [
(exposure_types.AS_ATTRIBUTES, "Prim1", "Exposed1"),
(exposure_types.AS_ATTRIBUTES, "Prim2", "Exposed2"),
(exposure_types.AS_ATTRIBUTES, "Prim3", "Exposed3"),
]
},
path_to_object_map,
)
await controller.evaluate(graph)
self.assertEqual(len(exposed_nodes), 3, "Exposed a list of prims by attribute")
for index in range(3):
self.assertTrue(f"Exposed{index + 1}" in path_to_object_map)
self.assertEqual(exposed_nodes[index].get_prim_path(), f"/PrimGraph/Exposed{index + 1}")
self.assertEqual(exposed_nodes[index].get_type_name(), "omni.graph.nodes.ReadPrimAttributes")
# Test exposure as write
(_, exposed_nodes, _, _) = controller.edit(
graph, {_KEYS.EXPOSE_PRIMS: (exposure_types.AS_WRITABLE, "PrimPosition", "ExposedWritable")}
)
await controller.evaluate(graph)
write_node = exposed_nodes[0]
self.assertEqual(len(exposed_nodes), 1, "Exposed a simple writable prim")
self.assertTrue("ExposedWritable" in path_to_object_map)
self.assertEqual(write_node.get_prim_path(), "/PrimGraph/ExposedWritable")
self.assertEqual(write_node.get_type_name(), "omni.graph.nodes.WritePrim")
# Check we have the expected dynamic attrib on WritePrim
attribs = write_node.get_attributes()
found_size_attrib = False
for attrib in attribs:
if attrib.get_name() == "inputs:position" and attrib.get_resolved_type().get_ogn_type_name() == "pointf[3]":
found_size_attrib = True
self.assertTrue(found_size_attrib)
# Test invalid attempt to expose non-existent prim
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.EXPOSE_PRIMS: (exposure_types.AS_ATTRIBUTES, "NotAPrim", "NotANode")})
# Test invalid attempt to expose prim on node path that's not in a graph
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.EXPOSE_PRIMS: (exposure_types.AS_ATTRIBUTES, "Cube", "/NotANode")})
# Test invalid attempt to expose prim on an already existing node
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.EXPOSE_PRIMS: (exposure_types.AS_ATTRIBUTES, "Cube", "Exposed1")})
# --------------------------------------------------------------------------------------------------------------
async def test_set_values(self):
"""Test the controller's ability to set values on nodes.
def set(AttributeValues_t)
"""
controller = og.Controller()
(graph, (node1, _, _, add_node), _, _) = controller.edit(
"/TestGraph",
{
_KEYS.CREATE_NODES: [
("Node1", "omni.graph.tutorials.SimpleData"),
("Node2", "omni.graph.tutorials.SimpleData"),
("Node3", "omni.graph.tutorials.SimpleData"),
("AddNode", "omni.graph.nodes.Add"),
],
},
)
# Test setting of a regular attribute value
controller.edit(graph, {_KEYS.SET_VALUES: [("Node1.inputs:a_float", 17.0)]})
await controller.evaluate(graph)
# Exercise the controller version that takes an attribute (passing it up to the DataView)
data_controller = og.Controller(attribute="/TestGraph/Node1.outputs:a_float")
self.assertEqual(18.0, data_controller.get())
# Test setting of an extended attribute value with a resolution type
controller.edit(
graph,
{
_KEYS.SET_VALUES: [
(("inputs:a", add_node), og.TypedValue(17.0, "float")),
("AddNode.inputs:b", og.TypedValue(51.0, "float")),
]
},
)
await controller.evaluate(graph)
# Until type resolution works when values are set as well as connections are made this cannot check the output
self.assertEqual(17.0, og.DataView.get(og.ObjectLookup.attribute(("inputs:a", add_node))))
# Test setting of multiple attributes in one shot
controller.edit(
graph,
{
_KEYS.SET_VALUES: [
("Node1.inputs:a_float", 42.0),
("Node1.inputs:a_double", 23.0),
]
},
)
await controller.evaluate(graph)
self.assertEqual(43.0, og.DataView.get(og.ObjectLookup.attribute(("outputs:a_float", node1))))
self.assertEqual(24.0, og.Controller.get("/TestGraph/Node1.outputs:a_double"))
# Test invalid attempt to set non-existent attribute
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.SET_VALUES: ("Node1.inputs:a_not_there", 5.0)})
# Test invalid attempt to set extended attribute with non-existent type
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.SET_VALUES: (("inputs:a", add_node), 17.0, "not_a_type")})
# --------------------------------------------------------------------------------------------------------------
async def test_variables(self):
"""Test variable methods via the og.Controller class
def get_variable_default_value(cls, variable_id: Variable_t):
def set_variable_default_value(cls, variable_id: Variable_t, value):
"""
controller = og.Controller()
(graph, _, _, _) = controller.edit(
"/TestGraph",
{
_KEYS.CREATE_VARIABLES: [
("Variable_1", og.Type(og.BaseDataType.FLOAT)),
("Variable_2", og.Type(og.BaseDataType.INT)),
],
},
)
variable_1_id = graph.find_variable("Variable_1")
og.Controller.set_variable_default_value(variable_1_id, 5)
self.assertEqual(og.Controller.get_variable_default_value(variable_1_id), 5)
variable_2_id = (graph, "Variable_2")
og.Controller.set_variable_default_value(variable_2_id, 6)
self.assertEqual(og.Controller.get_variable_default_value(variable_2_id), 6)
with self.assertRaises(og.OmniGraphError):
og.Controller.set_variable_default_value(variable_1_id, "Not a float")
with self.assertRaises(og.OmniGraphError):
og.Controller.get_variable_default_value((graph, "InvalidVariable"))
with self.assertRaises(og.OmniGraphError):
og.Controller.set_variable_default_value((graph, "InvalidVariable"), 5)
with self.assertRaises(og.OmniGraphError):
og.Controller.get_variable_default_value(None)
# --------------------------------------------------------------------------------------------------------------
async def test_compound_subgraph_graph_population(self):
"""Test graph population when using compound subgraphs"""
controller = og.Controller()
simple_node_type = "omni.graph.tutorials.SimpleData"
(graph, nodes, _, _path_node_map) = controller.edit(
"/TestGraph",
{
_KEYS.CREATE_NODES: [
(
"Compound_1",
{_KEYS.CREATE_NODES: [("Compound_1_1", simple_node_type), ("Compound_1_2", simple_node_type)]},
),
(
"Compound_2",
{
_KEYS.CREATE_NODES: [
(
"Compound_2_1",
{
_KEYS.CREATE_NODES: [
("Compound_2_1_1", simple_node_type),
("Compound_2_1_2", simple_node_type),
]
},
)
]
},
),
]
},
)
# test graph level
self.assertTrue(graph.is_valid())
self.assertEqual(2, len(nodes), "Expected 2 nodes create in graph")
self.assertTrue(nodes[0].is_compound_node())
self.assertTrue(nodes[1].is_compound_node())
# test sublevels are constructed correctly
compound_1_graph = nodes[0].get_compound_graph_instance()
self.assertTrue(compound_1_graph.is_valid())
compound_1_graph_nodes = compound_1_graph.get_nodes()
self.assertEqual(2, len(compound_1_graph_nodes))
self.assertEqual(compound_1_graph_nodes[0].get_node_type().get_node_type(), simple_node_type)
self.assertEqual(compound_1_graph_nodes[1].get_node_type().get_node_type(), simple_node_type)
compound_2_graph = nodes[1].get_compound_graph_instance()
self.assertTrue(compound_2_graph.is_valid())
compound_2_graph_nodes = compound_2_graph.get_nodes()
self.assertEqual(1, len(compound_2_graph_nodes))
compound_2_1_graph = compound_2_graph_nodes[0].get_compound_graph_instance()
self.assertTrue(compound_2_1_graph.is_valid())
compound_2_1_graph_nodes = compound_2_1_graph.get_nodes()
self.assertEquals(2, len(compound_2_1_graph_nodes))
self.assertEqual(compound_2_1_graph_nodes[0].get_node_type().get_node_type(), simple_node_type)
self.assertEqual(compound_2_1_graph_nodes[1].get_node_type().get_node_type(), simple_node_type)
# try to create a node with the same name in the subgraph. All node names must be unique
with self.assertRaises(og.OmniGraphError):
controller.edit("/TestGraph", {_KEYS.CREATE_NODES: ("Compound_1_1", simple_node_type)})
# node with the same name on a subgraph as the parent
with self.assertRaises(og.OmniGraphError):
controller.edit(
nodes[0].get_compound_graph_instance(), {_KEYS.CREATE_NODES: ("Compound_1", simple_node_type)}
)
# allowed with a new controller though
og.Controller.edit(
nodes[0].get_compound_graph_instance(), {_KEYS.CREATE_NODES: ("Compound_1", simple_node_type)}
)
self.assertTrue(compound_1_graph.get_node(f"{compound_1_graph.get_path_to_graph()}/Compound_1").is_valid())
# create another graph that uses the class lookup (og.Controller) instead of an object
(_graph2, nodes2, _, path_node_map2) = og.Controller.edit(
"/TestGraph2",
{
_KEYS.CREATE_NODES: [
("Compound_1", {_KEYS.CREATE_NODES: ("Compound_1_1", simple_node_type)}),
]
},
)
self.assertTrue(nodes2[0].is_valid())
self.assertTrue(nodes2[0].is_compound_node())
self.assertTrue(path_node_map2["Compound_1_1"].is_valid())
self.assertFalse(path_node_map2["Compound_1_1"].is_compound_node())
# --------------------------------------------------------------------------------------------------------------
async def test_attribute_promotion(self):
"""Tests the functionality of promoting attributes using the Controller._KEYS.PROMOTE_ATTRIBUTES command
and the NodeController.promote_attribute() method"""
controller = og.Controller(update_usd=True, undoable=True)
simple_node_type = "omni.graph.tutorials.SimpleData"
# graph with a subgraphs
(graph, (compound, _non_compound), _, path_node_map) = controller.edit(
"/TestGraph",
{
_KEYS.CREATE_NODES: [
(
"Compound_1",
{
_KEYS.CREATE_NODES: [
("Compound_1_1", simple_node_type),
("Compound_1_2", simple_node_type),
(
"Compound_1_3",
{
_KEYS.CREATE_NODES: [
("Compound_1_3_1", simple_node_type),
]
},
),
]
},
),
("NonCompound", simple_node_type),
]
},
)
# cannot promote on the top-level graph
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("NonCompound.inputs:a_int", "inputs:a_int")})
subgraph = compound.get_compound_graph_instance()
# promote basic inputs, using both the graph and subgraph
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.inputs:a_int", "inputs:a_int")})
controller.edit(subgraph, {_KEYS.PROMOTE_ATTRIBUTES: [("Compound_1_2.outputs:a_int", "outputs:a_int")]})
self.assertTrue(compound.get_attribute_exists("inputs:a_int"))
self.assertTrue(compound.get_attribute_exists("outputs:a_int"))
# inputs already connected should fail.
with ogts.ExpectedError():
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.inputs:a_int", "inputs:a_int_2")})
# output already connected should pass
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_2.outputs:a_int", "outputs:a_int_2")})
self.assertTrue(compound.get_attribute_exists("outputs:a_int_2"))
# input already exists
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_2.inputs:a_int", "inputs:a_int")})
# output already exists
with self.assertRaises(og.OmniGraphError):
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.outputs:a_int", "outputs:a_int")})
# input can be promoted as output
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.inputs:a_bool", "outputs:a_bool")})
# output cannot be promoted as input
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.outputs:a_bool", "inputs:a_bool_2")})
self.assertTrue(compound.get_attribute_exists("outputs:inputs:a_bool_2"))
# promoted name without prefix, the prefix is automatically added
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.inputs:a_float", "a_float")})
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_1.outputs:a_float", "a_float")})
self.assertTrue(compound.get_attribute_exists("inputs:a_float"))
self.assertTrue(compound.get_attribute_exists("outputs:a_float"))
# validate output only inputs promote as outputs
controller.edit(subgraph, {_KEYS.CREATE_NODES: ("Compound_1_4", "omni.graph.nodes.ConstantDouble")})
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_4.inputs:value", "constant")})
self.assertTrue(compound.get_attribute_exists("outputs:constant"))
# similar tests but using the NodeController API directly
compound_1_1_node = path_node_map["Compound_1_1"]
compound_1_2_node = path_node_map["Compound_1_2"]
og.NodeController.promote_attribute(og.Controller.attribute("inputs:a_half", compound_1_1_node), "a_half")
og.NodeController.promote_attribute(og.Controller.attribute("outputs:a_half", compound_1_2_node), "a_half")
self.assertTrue(compound.get_attribute_exists("inputs:a_half"))
self.assertTrue(compound.get_attribute_exists("outputs:a_half"))
# already exists
with self.assertRaises(og.OmniGraphError):
og.NodeController.promote_attribute(og.Controller.attribute("inputs:a_double", compound_1_1_node), "a_half")
with self.assertRaises(og.OmniGraphError):
og.NodeController.promote_attribute(
og.Controller.attribute("outputs:a_double", compound_1_1_node), "a_half"
)
# promote attributes on a nested recursion level
controller.edit(graph, {_KEYS.PROMOTE_ATTRIBUTES: ("Compound_1_3_1.inputs:a_int", "inputs:value")})
self.assertTrue(path_node_map["Compound_1_3"].get_attribute_exists("inputs:value"))
# ----------------------------------------------------------------------
async def test_attribute_creation(self):
"""Test attribute creation via the og.Controller class"""
controller = og.Controller(undoable=False)
(graph, (node,), _, _) = controller.edit(
"/TestGraph",
{
_KEYS.CREATE_NODES: ("TestNode", "omni.graph.test.TestDynamicAttributeRawData"),
_KEYS.CREATE_ATTRIBUTES: [
("TestNode.inputs:a_float", "float"),
],
},
)
self.assertTrue(node.is_valid())
a_float = node.get_attribute("inputs:a_float")
self.assertTrue(a_float.is_valid())
base_attribute_count = len(node.get_attributes())
# A scattered assortment of spec combinations that covers all of the types accepted by the command
test_configs = [
("a_double", "/TestGraph/TestNode.inputs:a_double", "double"),
("a_any", Sdf.Path("/TestGraph/TestNode.inputs:a_any"), "any"),
("a_real", ("inputs:a_real", node), ["float", "double"]),
("a_numbers", (("a_numbers", og.AttributePortType.INPUT), node), ["numerics"]),
("a_bundle", ("inputs:a_bundle", "TestNode", graph), "bundle"),
("a_mesh", (("a_mesh", og.AttributePortType.INPUT), "TestNode", graph), "pointd[3][]"),
]
for attr_name, attr_spec, attr_type in test_configs:
controller.edit(graph, {_KEYS.CREATE_ATTRIBUTES: (attr_spec, attr_type)})
attr = node.get_attribute(f"inputs:{attr_name}")
self.assertTrue(attr.is_valid())
self.assertEqual(base_attribute_count + len(test_configs), len(node.get_attributes()))
# AttributeTypeSpec_t = str | og.Type | list[str]
# """Typing that identifies a regular or extended type definition
# 1. "any"
# 2. og.Type(og.BaseDataType.FLOAT, 3, 1, og.AttributeRole.VECTOR)
# 3. ["float", "integral_scalers"]
# """
# NewAttribute_t = Path_t | tuple[AttributeName_t, Node_t] | tuple[AttributeName_t, str, Graph_t]
# """Typing for the information required to uniquely identify an attribute that does not yet exist
# 1a. "/MyGraph/MyNode/inputs:new_attr"
# 1b. Sdf.Path("/MyGraph/MyNode/inputs:new_attr")
# 2a. ("inputs:new_attr", og.Controller.node("/MyGraph/MyNode"))
# 2b. (("new_attr", og.AttributePortType.INPUT), og.Controller.node("/MyGraph/MyNode"))
# 3a. ("inputs:new_attr", "MyNode", og.Controller.graph("/MyGraph"))
# 3b. (("new_attr", og.AttributePortType.INPUT), "MyNode", og.Controller.graph("/MyGraph"))
# """
| 46,319 | Python | 46.556468 | 120 | 0.549299 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_math_nodes.py | """Test the math nodes"""
import math
import numpy as np
import omni.graph.core as og
import omni.graph.core.tests as ogts
# ======================================================================
class TestMathNodes(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises graph functionality"""
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
async def test_add_node_simple(self):
"""Test the add node for a variety of simple types"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (simple_node_a, simple_node_b, simple_node_sum, add_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleA", "omni.graph.tutorials.SimpleData"),
("SimpleB", "omni.graph.tutorials.SimpleData"),
("SimpleSum", "omni.graph.tutorials.SimpleData"),
("Add", "omni.graph.nodes.Add"),
]
},
)
input_a = add_node.get_attribute("inputs:a")
input_b = add_node.get_attribute("inputs:b")
output_sum = add_node.get_attribute("outputs:sum")
# Test data is a list of lists, one per test configuration, containing (ATTRIBUTE, A, B, SUM):
# ATTRIBUTE: the name of the attribute to be connected from the "Simple" nodes to resolve the data types
# A: First value to add
# B: Second value to add
# SUM: Expected sum
# (Note that since the simple nodes add 1 to inputs to get outputs SUM != A + B)
test_data = [
["a_float", 5.25, 6.25, 13.5],
["a_double", 5.125, 6.125, 13.25],
["a_half", 5.0, 6.0, 13.0],
["a_int", 6, 7, 15],
["a_int64", 8, 9, 19],
["unsigned:a_uchar", 10, 11, 23],
["unsigned:a_uint", 12, 13, 27],
["unsigned:a_uint64", 14, 15, 31],
]
for (attribute_name, a, b, expected) in test_data:
connection_list = [
((f"outputs:{attribute_name}", simple_node_a), input_a),
((f"outputs:{attribute_name}", simple_node_b), input_b),
(output_sum, (f"inputs:{attribute_name}", simple_node_sum)),
]
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: connection_list,
keys.SET_VALUES: [
((f"inputs:{attribute_name}", simple_node_a), a),
((f"inputs:{attribute_name}", simple_node_b), b),
],
},
)
await controller.evaluate(graph)
actual = og.Controller.get(output_sum)
self.assertAlmostEqual(expected, actual)
# Disconnecting the connections we just made lets the loop work
controller.edit(self.TEST_GRAPH_PATH, {keys.DISCONNECT: connection_list})
# ----------------------------------------------------------------------
async def test_add_node_mismatched(self):
"""Test the add node for simple types that have compatible but not identical types"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, _, _, add_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleA", "omni.graph.tutorials.SimpleData"),
("SimpleB", "omni.graph.tutorials.SimpleData"),
("SimpleSum", "omni.graph.tutorials.SimpleData"),
("Add", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("SimpleA.outputs:a_double", "Add.inputs:a"),
("SimpleB.outputs:a_int", "Add.inputs:b"),
("Add.outputs:sum", "SimpleSum.inputs:a_float"),
],
keys.SET_VALUES: [
("SimpleA.inputs:a_double", 5.5),
("SimpleB.inputs:a_int", 11),
],
},
)
await controller.evaluate(graph)
actual = og.Controller.get(controller.attribute("outputs:sum", add_node))
self.assertAlmostEqual(18.5, actual)
# ----------------------------------------------------------------------
async def test_add_node_tuples(self):
"""Test the add node for a variety of tuple types"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (tuple_node_a, tuple_node_b, tuple_node_sum, add_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("TupleA", "omni.tutorials.TupleData"),
("TupleB", "omni.tutorials.TupleData"),
("TupleSum", "omni.tutorials.TupleData"),
("Add", "omni.graph.nodes.Add"),
]
},
)
input_a = add_node.get_attribute("inputs:a")
input_b = add_node.get_attribute("inputs:b")
output_sum = add_node.get_attribute("outputs:sum")
# Test data is a list of lists, one per test configuration, containing (ATTRIBUTE, A, B, SUM):
# ATTRIBUTE: the name of the attribute to be connected from the "Tuple" nodes to resolve the data types
# A: First value to add
# B: Second value to add
# SUM: Expected sum
# (Note that since the tuple nodes add 1 to input elements to get outputs SUM != A + B)
test_data = [
["a_double2", (20.0, 30.0), (20.1, 30.1), (42.1, 62.1)],
["a_float2", (2.0, 3.0), (2.1, 3.1), (6.1, 8.1)],
["a_half2", (1.0, 2.0), (3.0, 4.0), (6.0, 8.0)],
["a_int2", (16, -5), (22, 5), (40, 2)],
["a_float3", (1.1, 2.2, 3.3), (2.2, 3.3, 4.4), (5.3, 7.5, 9.7)],
["a_double3", (10.1, 20.2, 30.3), (20.2, 30.3, 40.4), (32.3, 52.5, 72.7)],
]
for (attribute_name, a, b, expected) in test_data:
connection_list = [
((f"outputs:{attribute_name}", tuple_node_a), input_a),
((f"outputs:{attribute_name}", tuple_node_b), input_b),
(output_sum, (f"inputs:{attribute_name}", tuple_node_sum)),
]
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: connection_list,
keys.SET_VALUES: [
((f"inputs:{attribute_name}", tuple_node_a), a),
((f"inputs:{attribute_name}", tuple_node_b), b),
],
},
)
await controller.evaluate(graph)
actual = og.Controller.get(output_sum)
self.assertTrue(np.allclose(expected, actual), f"{expected} != {actual}")
# Disconnecting the connections we just made lets the loop work
controller.edit(self.TEST_GRAPH_PATH, {keys.DISCONNECT: connection_list})
# ----------------------------------------------------------------------
async def test_add_node_arrays(self):
"""Test the add node for a variety of array types"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (array_node_a, array_node_b, array_node_sum, add_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ArrayA", "omni.graph.tutorials.ArrayData"),
("ArrayB", "omni.graph.tutorials.ArrayData"),
("ArraySum", "omni.graph.tutorials.ArrayData"),
("Add", "omni.graph.nodes.Add"),
],
keys.SET_VALUES: [
# Set the array nodes up to double the values
("ArrayA.inputs:multiplier", 2.0),
("ArrayB.inputs:multiplier", 2.0),
],
},
)
input_a = add_node.get_attribute("inputs:a")
input_b = add_node.get_attribute("inputs:b")
output_sum = add_node.get_attribute("outputs:sum")
# Test data is a list of lists, one per test configuration, containing (A, B, SUM):
# A: First value to add
# B: Second value to add
# SUM: Expected sum
# (Note that since the array nodes add 1 to input elements to get outputs SUM != A + B)
test_data = [
[[20.0, 30.0], [20.1, 30.1], [80.2, 120.2]],
[[1.0, 2.0, 3.0, 4.0], [-1.0, -2.0, -3.0, -4.0], [0.0, 0.0, 0.0, 0.0]],
]
for (a, b, expected) in test_data:
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: [
(("outputs:result", array_node_a), input_a),
(("outputs:result", array_node_b), input_b),
(output_sum, ("inputs:original", array_node_sum)),
],
keys.SET_VALUES: [
(("inputs:gates", array_node_a), [True] * len(a)),
(("inputs:gates", array_node_b), [True] * len(b)),
(("inputs:original", array_node_a), a),
(("inputs:original", array_node_b), b),
],
},
)
await controller.evaluate(graph)
actual = og.Controller.get(output_sum)
self.assertTrue(np.allclose(expected, actual), f"{expected} != {actual}")
# ----------------------------------------------------------------------
async def test_add_node_tuple_arrays(self):
"""Test the add node for array-of-tuple types"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (tuple_array_node_a, tuple_array_node_b, tuple_array_node_sum, add_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("TupleArrayA", "omni.graph.test.TupleArrays"),
("TupleArrayB", "omni.graph.test.TupleArrays"),
("TupleArraySum", "omni.graph.test.TupleArrays"),
("Add", "omni.graph.nodes.Add"),
],
keys.SET_VALUES: [
# Set the array nodes up to double the values
("TupleArrayA.inputs:multiplier", 2.0),
("TupleArrayB.inputs:multiplier", 2.0),
],
},
)
input_a = add_node.get_attribute("inputs:a")
input_b = add_node.get_attribute("inputs:b")
output_sum = add_node.get_attribute("outputs:sum")
# Test data is a list of lists, one per test configuration, containing (A, B, SUM):
# A: First value to add
# B: Second value to add
# SUM: Expected sum
# (Note that since the array nodes add 1 to input elements to get outputs SUM != A + B)
test_data = [
[
[[1.0, 2.0, 3.0], [1.1, 2.2, 3.3]],
[[10.0, 20.0, 30.0], [11.0, 22.0, 33.0]],
[[22.0, 44.0, 66.0], [24.2, 48.4, 72.6]],
],
]
for (a, b, expected) in test_data:
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: [
(("outputs:float3Array", tuple_array_node_a), input_a),
(("outputs:float3Array", tuple_array_node_b), input_b),
(output_sum, ("inputs:float3Array", tuple_array_node_sum)),
],
keys.SET_VALUES: [
(("inputs:float3Array", tuple_array_node_a), a),
(("inputs:float3Array", tuple_array_node_b), b),
],
},
)
await controller.evaluate(graph)
actual = og.Controller.get(output_sum)
self.assertTrue(np.allclose(expected, actual), f"{expected} != {actual}")
# ----------------------------------------------------------------------
async def test_add_all_types(self):
"""Test the OgnAdd node with all types"""
node_name = "omni.graph.nodes.Add"
# Input attributes to be resolved
input_attribute_names = ["inputs:a", "inputs:b"]
# Output attributes to be tested
output_attribute_names = ["outputs:sum"]
# list of unsupported types
unsupported_types = ["string", "token", "path", "bool", "uint64", "bundle", "target"]
# Operation giving the expected value
operation = np.add
# ----------------------------------------------------------
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_node, data_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{keys.CREATE_NODES: [("TestNode", node_name), ("TestData", "omni.graph.test.TestAllDataTypes")]},
)
# Generate Test data consisting of the input attribute followed by the expected output values
test_data = []
for attribute in data_node.get_attributes():
type_base_name = attribute.get_resolved_type().get_base_type_name()
if (
"output" not in attribute.get_name()
or type_base_name in unsupported_types
or attribute.get_type_name() in unsupported_types
or attribute.get_resolved_type().role == og.AttributeRole.EXECUTION
):
continue
value = og.Controller.get(attribute)
test_data.append([attribute, operation(value, value)])
input_attributes = [test_node.get_attribute(input_attribute) for input_attribute in input_attribute_names]
output_attributes = [test_node.get_attribute(output_attribute) for output_attribute in output_attribute_names]
for data_attribute, expected_value in test_data:
connections = [(data_attribute, input_attribute) for input_attribute in input_attributes]
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: connections})
await controller.evaluate(graph)
# Check outputs
for output_attribute in output_attributes:
actual_value = og.Controller.get(output_attribute)
self.assertTrue(np.allclose(expected_value, actual_value), f"{expected_value} != {actual_value}")
controller.edit(self.TEST_GRAPH_PATH, {keys.DISCONNECT: connections})
# ----------------------------------------------------------------------
async def test_multiply_all_types(self):
"""Test the OgnMultiply node with all types"""
node_name = "omni.graph.nodes.Multiply"
# Input attributes to be resolved
input_attribute_names = ["inputs:a", "inputs:b"]
# Output attributes to be tested
output_attribute_names = ["outputs:product"]
# list of unsupported types
unsupported_types = ["string", "token", "path", "bool", "uint64", "bundle", "target"]
# Operation giving the expected value
operation = np.multiply
# ----------------------------------------------------------
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_node, data_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{keys.CREATE_NODES: [("TestNode", node_name), ("DataNode", "omni.graph.test.TestAllDataTypes")]},
)
# Generate Test data consisting of the input attribute followed by the expected output values
test_data = []
for attribute in data_node.get_attributes():
type_base_name = attribute.get_resolved_type().get_base_type_name()
if (
"output" not in attribute.get_name()
or type_base_name in unsupported_types
or attribute.get_type_name() in unsupported_types
or attribute.get_resolved_type().role == og.AttributeRole.EXECUTION
):
continue
value = og.Controller.get(attribute)
test_data.append([attribute, operation(value, value)])
input_attributes = [test_node.get_attribute(input_attribute) for input_attribute in input_attribute_names]
output_attributes = [test_node.get_attribute(output_attribute) for output_attribute in output_attribute_names]
for data_attribute, expected_value in test_data:
connections = [(data_attribute, input_attribute) for input_attribute in input_attributes]
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: connections})
await controller.evaluate(graph)
# Check outputs
for output_attribute in output_attributes:
actual_value = og.Controller.get(output_attribute)
self.assertTrue(np.allclose(expected_value, actual_value), f"{expected_value} != {actual_value}")
controller.edit(self.TEST_GRAPH_PATH, {keys.DISCONNECT: connections})
# ----------------------------------------------------------------------
async def test_constant_pi_node(self):
"""Test the constant pi node"""
controller = og.Controller()
keys = og.Controller.Keys()
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: [("constPi", "omni.graph.nodes.ConstantPi")]}
)
result = nodes[0].get_attribute("outputs:value")
setter = og.Controller(attribute=og.Controller.attribute("inputs:factor", nodes[0]))
getter = og.Controller(attribute=result)
# Test data is a list, one per test configuration, containing (A, SUM):
# A: Multiply this by Pi to get the result
# SUM: Expected value
test_data = [
[1.0, math.pi],
[2.0, 2.0 * math.pi],
[0.5, 0.5 * math.pi],
]
for (multiplier, expected) in test_data:
setter.set(multiplier)
await og.Controller.evaluate(graph)
self.assertAlmostEqual(expected, getter.get())
# ---------------------------------------------------------------------
async def test_nth_root_node(self):
"""Test the nthroot node"""
controller = og.Controller()
keys = og.Controller.Keys()
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("nthRoot", "omni.graph.nodes.NthRoot"),
("src", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [("src.inputs:value", "nthRoot.inputs:value")],
},
)
result = nodes[0].get_attribute("outputs:result")
value_setter = og.Controller(attribute=og.Controller.attribute("inputs:value", nodes[1]))
nth_root_setter = og.Controller(attribute=og.Controller.attribute("inputs:nthRoot", nodes[0]))
getter = og.Controller(attribute=result)
# Test data is a list, one per test configuration, containing (nthroot, value):
# nthroot: Take the nthroot of the value
# value: The number that is to be taken roots
test_data = [[2, -4], [4, -8.0], [5, -1]]
for (nthroot, value) in test_data:
nth_root_setter.set(nthroot)
value_setter.set(value)
await og.Controller.evaluate(graph)
self.assertTrue(np.isnan(getter.get()))
test_data = [[3, -8.0, -2], [3, -1, -1]]
for (nthroot, value, expected) in test_data:
nth_root_setter.set(nthroot)
value_setter.set(value)
await og.Controller.evaluate(graph)
self.assertEqual(expected, getter.get())
# ----------------------------------------------------------------------
async def test_floor_node_backwards_compatibility(self):
"""Test the floor node extended outputs for backwards compatibility"""
# Test data contains floor nodes with int output, instead of token
(result, error) = await ogts.load_test_file("TestFloorOutput.usda", use_caller_subdirectory=True)
self.assertTrue(result, f"{error}")
controller = og.Controller()
graph = controller.graph("/World/TestGraph")
def assert_attr_is_int(node):
attr = controller.attribute("outputs:result", node, graph)
self.assertEqual(attr.get_resolved_type().base_type, og.BaseDataType.INT)
assert_attr_is_int("floor_double")
assert_attr_is_int("floor_float")
assert_attr_is_int("floor_half")
| 20,905 | Python | 44.947253 | 118 | 0.510261 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_extended_attributes.py | # noqa PLC0302
"""Tests that exercise the functionality of the extended (union and any) attribute types"""
import os
import tempfile
from typing import List, Optional
import carb
import numpy as np
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.app
import omni.kit.stage_templates
import omni.kit.test
import omni.usd
from pxr import Gf, Sdf, UsdGeom, Vt
# ======================================================================
class TestExtendedAttributes(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises graph functionality"""
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
async def test_output_type_resolution(self):
"""Test the automatic type resolution for extended types based on output connection types"""
controller = og.Controller()
keys = og.Controller.Keys
# Node is by itself, union attributes have no type (use Attribute.getTypeName to check)
(graph, (extended_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("ExtendedNode", "omni.graph.test.TypeResolution")}
)
value_output = "outputs:value"
array_output = "outputs:arrayValue"
tuple_output = "outputs:tupleValue"
tuple_array_output = "outputs:tupleArrayValue"
mixed_output = "outputs:mixedValue"
any_output = "outputs:anyValue"
resolved_type = controller.attribute("outputs:resolvedType", extended_node)
value = controller.attribute(value_output, extended_node)
array_value = controller.attribute(array_output, extended_node)
tuple_value = controller.attribute(tuple_output, extended_node)
tuple_array_value = controller.attribute(tuple_array_output, extended_node)
mixed_value = controller.attribute(mixed_output, extended_node)
any_value = controller.attribute(any_output, extended_node)
await controller.evaluate(graph)
def result():
return og.Controller.get(resolved_type)
def expected(
value_type: Optional[str] = None,
array_type: Optional[str] = None,
tuple_type: Optional[str] = None,
tuple_array_type: Optional[str] = None,
mixed_type: Optional[str] = None,
any_type: Optional[str] = None,
) -> List[str]:
"""Return an expected output array for the given resolved types (None means unresolved)"""
return [
f"{value_output},{value_type if value_type else 'unknown'}",
f"{array_output},{array_type if array_type else 'unknown'}",
f"{tuple_output},{tuple_type if tuple_type else 'unknown'}",
f"{tuple_array_output},{tuple_array_type if tuple_array_type else 'unknown'}",
f"{mixed_output},{mixed_type if mixed_type else 'unknown'}",
f"{any_output},{any_type if any_type else 'unknown'}",
]
default_expected = expected()
default_actual = result()
self.assertEqual(len(default_expected), len(default_actual))
self.assertCountEqual(default_expected, default_actual)
# Node has float/token output connected to a float input - type should be float
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Simple", "omni.graph.tutorials.SimpleData"),
keys.CONNECT: (value, "Simple.inputs:a_float"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected("float"), result())
# Node disconnects, then connects the same output to an int input - type should be int
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.DISCONNECT: (value, "Simple.inputs:a_float"),
},
)
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: (value, "Simple.inputs:a_int"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected("int"), result())
# Node totally disconnects - type should be reverted to unknown
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.DISCONNECT: (value, "Simple.inputs:a_int"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected(), result())
# Adding array type connection
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Array", "omni.graph.tutorials.ArrayData"),
keys.CONNECT: (array_value, "Array.inputs:original"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected("unknown", "float[]"), result())
# Adding tuple, tupleArray, and mixed type connections
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Tuple", "omni.tutorials.TupleData"),
("TupleArray", "omni.graph.tutorials.TupleArrays"),
],
keys.CONNECT: [
(tuple_value, "Tuple.inputs:a_float3"),
(tuple_array_value, "TupleArray.inputs:a"),
(mixed_value, "Array.inputs:original"),
],
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected("unknown", "float[]", "float[3]", "float[3][]", "float[]"), result())
# Adding anyValue connection, check type
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: (any_value, "Simple.inputs:a_float"),
},
)
await controller.evaluate(graph)
self.assertCountEqual(expected("unknown", "float[]", "float[3]", "float[3][]", "float[]", "float"), result())
# Now test the type-resolution cascade for a linear chain of any-type connections
(_, (extended_node_a, extended_node_b, extended_node_c), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ExtendedNodeA", "omni.graph.test.TypeResolution"),
("ExtendedNodeB", "omni.graph.test.TypeResolution"),
("ExtendedNodeC", "omni.graph.test.TypeResolution"),
],
keys.CONNECT: [
("ExtendedNodeA.outputs:anyValue", "ExtendedNodeB.inputs:anyValueIn"),
("ExtendedNodeB.outputs:anyValue", "ExtendedNodeC.inputs:anyValueIn"),
],
},
)
await controller.evaluate(graph)
node_a_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_a))
node_b_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_b))
node_c_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_c))
resolved_types = node_c_controller.get()
self.assertCountEqual(expected(), resolved_types)
# connect a concrete type to the start of the chain and verify it cascades to the last output
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: ("Simple.outputs:a_double", "ExtendedNodeA.inputs:anyValueIn"),
},
)
await controller.evaluate(graph)
resolved_types = node_a_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
resolved_types = node_b_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
resolved_types = node_c_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
# remove the concrete connection and verify it cascades unresolved to the last output
# FIXME: Auto-unresolve is not supported yet
# controller.edit(self.TEST_GRAPH_PATH, {
# keys.DISCONNECT: ("Simple.outputs:a_double", "ExtendedNodeA.inputs:anyValueIn"),
# })
# await controller.evaluate(graph)
#
# resolved_types = node_a_controller.get()
# self.assertCountEqual(expected(), resolved_types)
# resolved_types = node_b_controller.get()
# self.assertCountEqual(expected(), resolved_types)
# resolved_types = node_c_controller.get()
# self.assertCountEqual(expected(), resolved_types)
# add a concrete type to the output connection at the end of the chain and verify it cascades upwards
# to the input of the start of the chain
(_, (extended_node_a, extended_node_b, extended_node_c), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.DELETE_NODES: [
extended_node_a,
extended_node_b,
extended_node_c,
],
keys.CREATE_NODES: [
("ExtendedNodeA", "omni.graph.test.TypeResolution"),
("ExtendedNodeB", "omni.graph.test.TypeResolution"),
("ExtendedNodeC", "omni.graph.test.TypeResolution"),
],
keys.CONNECT: [
("ExtendedNodeA.outputs:anyValue", "ExtendedNodeB.inputs:anyValueIn"),
("ExtendedNodeB.outputs:anyValue", "ExtendedNodeC.inputs:anyValueIn"),
("ExtendedNodeC.outputs:anyValue", "Simple.inputs:a_double"),
],
},
)
await controller.evaluate(graph)
node_a_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_a))
node_b_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_b))
node_c_controller = og.Controller(og.Controller.attribute("outputs:resolvedType", extended_node_c))
resolved_types = node_c_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
resolved_types = node_b_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
resolved_types = node_a_controller.get()
self.assertCountEqual(expected(any_type="double"), resolved_types)
# ----------------------------------------------------------------------
async def test_type_propagation(self):
"""Test the propagation of type resolution through the network"""
controller = og.Controller()
keys = og.Controller.Keys
# Test with a more complicated diamond-shaped topology
# +-----+
# +-->| B +-+ +-----+
# +-----+ +------+-+ +-----+ |-->| | +-----+
# | SA +--->| A | | Add |-->| SB +
# +-----+ +------+-+ +-----+ |-->| | +-----+
# +-->| C +-+ +-----+
# +-----+
#
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleA", "omni.graph.tutorials.SimpleData"),
("ExtendedNodeA", "omni.graph.test.TypeResolution"),
("ExtendedNodeB", "omni.graph.test.TypeResolution"),
("ExtendedNodeC", "omni.graph.test.TypeResolution"),
("Add", "omni.graph.nodes.Add"),
("SimpleB", "omni.graph.tutorials.SimpleData"),
],
keys.CONNECT: [
("ExtendedNodeA.outputs:anyValue", "ExtendedNodeB.inputs:anyValueIn"),
("ExtendedNodeA.outputs:anyValue", "ExtendedNodeC.inputs:anyValueIn"),
("ExtendedNodeB.outputs:anyValue", "Add.inputs:a"),
("ExtendedNodeC.outputs:anyValue", "Add.inputs:b"),
("Add.outputs:sum", "SimpleB.inputs:a_double"),
# Concrete double wired to front of chain to propagate forward
("SimpleA.outputs:a_double", "ExtendedNodeA.inputs:anyValueIn"),
],
keys.SET_VALUES: [
("SimpleA.inputs:a_double", 10.0),
],
},
)
await controller.evaluate(graph)
(simple_a_node, extended_node_a, _, _, add_node, simple_b_node) = nodes
v = og.Controller.get(controller.attribute("outputs:a_double", simple_a_node))
self.assertEqual(v, 11.0)
v = og.Controller.get(controller.attribute("outputs:anyValue", extended_node_a))
self.assertEqual(v, 11.0)
v = og.Controller.get(controller.attribute("outputs:sum", add_node))
self.assertEqual(v, 22.0)
# connect the last any output to a concrete input, verify value
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: ("Add.outputs:sum", "SimpleB.inputs:a_double"),
},
)
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("outputs:a_double", simple_b_node))
self.assertEqual(v, 23.0)
# disconnect and re-connect the connection, verify the value is the same (tests output re-connect)
controller.edit(self.TEST_GRAPH_PATH, {keys.DISCONNECT: ("Add.outputs:sum", "SimpleB.inputs:a_double")})
await controller.evaluate(graph)
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: ("Add.outputs:sum", "SimpleB.inputs:a_double")})
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("outputs:a_double", simple_b_node))
self.assertEqual(v, 23.0)
# disconnect and re-connect the extended inputs to sum and verify (tests input re-connect)
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.DISCONNECT: [
("ExtendedNodeB.outputs:anyValue", "Add.inputs:a"),
("ExtendedNodeC.outputs:anyValue", "Add.inputs:b"),
]
},
)
await controller.evaluate(graph)
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CONNECT: [
("ExtendedNodeB.outputs:anyValue", "Add.inputs:a"),
("ExtendedNodeC.outputs:anyValue", "Add.inputs:b"),
]
},
)
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("outputs:a_double", simple_b_node))
self.assertEqual(v, 23.0)
# ----------------------------------------------------------------------
async def test_sandwiched_type_resolution(self):
"""modulo (which only operate on integers) is sandwiched between 2 nodes that feed/expect double
this setup will test that this conversion are correctly chosen"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Modulo", "omni.graph.nodes.Modulo"),
("ConstD", "omni.graph.nodes.ConstantDouble"),
("ConstF", "omni.graph.nodes.ConstantFloat"),
("Scale", "omni.graph.nodes.ScaleToSize"),
],
keys.CONNECT: [
("ConstD.inputs:value", "Modulo.inputs:a"),
("ConstD.inputs:value", "Modulo.inputs:b"),
("Modulo.outputs:result", "Scale.inputs:speed"),
],
},
)
await controller.evaluate(graph)
# Helper to verify the base data type of an attribute
def assert_attrib_is(attrib, node, base_type):
attrib = controller.attribute(attrib, node, graph)
self.assertEqual(attrib.get_resolved_type().base_type, base_type)
assert_attrib_is("outputs:result", "Modulo", og.BaseDataType.INT64)
# Disconnect the Multiply inputs to cause a wave of unresolutions
controller.edit(
graph,
{keys.DISCONNECT: [("ConstD.inputs:value", "Modulo.inputs:a"), ("ConstD.inputs:value", "Modulo.inputs:b")]},
)
await controller.evaluate(graph)
assert_attrib_is("outputs:result", "Modulo", og.BaseDataType.UNKNOWN)
# now connect a float on input:a, that should make it the prefered type to choose conversion from
# which will be INT this time
controller.edit(
graph,
{keys.CONNECT: [("ConstF.inputs:value", "Modulo.inputs:a"), ("ConstD.inputs:value", "Modulo.inputs:b")]},
)
await controller.evaluate(graph)
assert_attrib_is("outputs:result", "Modulo", og.BaseDataType.INT)
# ----------------------------------------------------------------------
async def test_reconnect_different_type(self):
"""Tests re-resolving and the RESOLVE_ATTRIBUTE event"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, node, _, _), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("ForEach", "omni.graph.action.ForEach"),
("Get", "omni.graph.nodes.ReadPrimAttribute"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: [
("/World/Source", {"myfloatarray": ("float[]", [1000.5]), "myintarray": ("int64[]", [2**40])}),
("/World/Sink", {"myfloat": ("float", 0), "myint": ("int64", 0)}),
],
keys.CONNECT: [
("OnTick.outputs:tick", "ForEach.inputs:execIn"),
("Get.outputs:value", "ForEach.inputs:arrayIn"),
("ForEach.outputs:element", "Set.inputs:value"),
],
keys.SET_VALUES: [
("Set.inputs:name", "myfloat"),
("Set.inputs:primPath", "/World/Sink"),
("Set.inputs:usePath", True),
("Get.inputs:name", "myfloatarray"),
("Get.inputs:primPath", "/World/Source"),
("Get.inputs:usePath", True),
],
},
)
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("outputs:element", node))
self.assertEqual(v, 1000.5)
# Trigger unresolve and re-resolve of the 2 ForEach attributes
event_counter = [0]
def on_node_event(event):
self.assertEqual(event.type, int(og.NodeEvent.ATTRIBUTE_TYPE_RESOLVE))
event_counter[0] += 1
# Hold on to the sub!
sub = node.get_event_stream().create_subscription_to_pop(on_node_event)
with ogts.ExpectedError():
controller.edit(
self.TEST_GRAPH_PATH,
{keys.SET_VALUES: [("Set.inputs:name", "myint"), ("Get.inputs:name", "myintarray")]},
)
await controller.evaluate(graph)
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("outputs:element", node))
self.assertEqual(v, 2**40)
# Check we got the right number of callbacks (2x callbacks for 2 attributes)
self.assertEqual(event_counter[0], 4)
del sub
# ----------------------------------------------------------------------
# Tests of ReadPrimAttribute follow
async def test_readprimattribute_scaler(self):
"""Exercise ReadPrimAttribute for scaler value"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = og.Controller.Keys
(graph, (get_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Get", "omni.graph.nodes.ReadPrimAttribute"),
keys.CREATE_PRIMS: ("/World/Float", {"myfloat": ("float", 42.0)}),
keys.SET_VALUES: [
("Get.inputs:name", "myfloat"),
("Get.inputs:primPath", "/World/Float"),
("Get.inputs:usePath", True),
],
},
)
await controller.evaluate(graph)
await controller.evaluate(graph)
get_node_controller = og.Controller(og.Controller.attribute("outputs:value", get_node))
self.assertEqual(get_node_controller.get(), 42.0)
# Change USD attrib, check we get the new value on our output
attr = stage.GetPropertyAtPath("/World/Float.myfloat")
attr.Set(0.0)
await controller.evaluate(graph)
self.assertEqual(get_node_controller.get(), 0.0)
# Same test but with bundle input
stage.GetPrimAtPath(f"{self.TEST_GRAPH_PATH}/Get").GetRelationship("inputs:prim").SetTargets(
[Sdf.Path("/World/Float")]
)
attr.Set(42.0)
controller.edit(self.TEST_GRAPH_PATH, {keys.SET_VALUES: ("Get.inputs:usePath", False)})
await controller.evaluate(graph)
self.assertEqual(get_node_controller.get(), 42.0)
# Change USD attrib, check we get the new value on our output
attr = stage.GetPropertyAtPath("/World/Float.myfloat")
attr.Set(0.0)
await controller.evaluate(graph)
self.assertEqual(get_node_controller.get(), 0.0)
# ----------------------------------------------------------------------
async def test_readprimattribute_noexist(self):
"""Test ReadPrimAttribute can handle attribute that exists in USD but not in FC"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (get_node,), (prim,), _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Get", "omni.graph.nodes.ReadPrimAttribute"),
keys.CREATE_PRIMS: ("/World/Cube", "Cube"),
keys.SET_VALUES: [
("Get.inputs:name", "visibility"),
("Get.inputs:primPath", "/World/Cube"),
("Get.inputs:usePath", True),
],
},
)
await controller.evaluate(graph)
await controller.evaluate(graph)
self.assertEqual(og.Controller.get(controller.attribute("outputs:value", get_node)), "inherited")
# Change USD attrib, check we get the new value on our output
UsdGeom.Imageable(prim).MakeInvisible()
await controller.evaluate(graph)
# ReadPrimAttribute will put the visibility value to Fabric, but it doesn't get
# updated by the FSD USD handler.
# Instead it updates the visibility of the prim, so this is a workaround to test
# that the visibility of the prim been updated.
if carb.settings.get_settings().get("/app/useFabricSceneDelegate"):
import usdrt
stage = usdrt.Usd.Stage.Attach(omni.usd.get_context().get_stage_id())
prim = stage.GetPrimAtPath("/World/Cube")
attr = prim.GetAttribute("_worldVisibility")
self.assertFalse(attr.Get())
else:
self.assertEqual(og.Controller.get(controller.attribute("outputs:value", get_node)), "invisible")
# ----------------------------------------------------------------------
async def test_readprimattribute_tuple(self):
"""Exercise ReadPrimAttribute for a tuple value"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = og.Controller.Keys
(graph, (get_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Get", "omni.graph.nodes.ReadPrimAttribute"),
keys.CREATE_PRIMS: ("/World/Double3", {"mydouble3": ("double[3]", Gf.Vec3d(42.0, 40.0, 1.0))}),
keys.SET_VALUES: [
("Get.inputs:name", "mydouble3"),
("Get.inputs:primPath", "/World/Double3"),
("Get.inputs:usePath", True),
],
},
)
await controller.evaluate(graph)
og.Controller.get(controller.attribute("outputs:value", get_node))
self.assertEqual(
Gf.Vec3d(*og.Controller.get(controller.attribute("outputs:value", get_node))), Gf.Vec3d(42.0, 40.0, 1.0)
)
# Change USD attrib, check we get the new value on our output
attr = stage.GetPropertyAtPath("/World/Double3.mydouble3")
attr.Set(Gf.Vec3d(0, 0, 0))
await controller.evaluate(graph)
self.assertEqual(
Gf.Vec3d(*og.Controller.get(controller.attribute("outputs:value", get_node))), Gf.Vec3d(0, 0, 0)
)
# ----------------------------------------------------------------------
async def test_readprimattribute_array(self):
"""Exercise ReadPrimAttribute for an array value"""
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
controller = og.Controller()
keys = og.Controller.Keys
small_array = [0xFF for _ in range(10)]
(graph, (get_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: ("Get", "omni.graph.nodes.ReadPrimAttribute"),
keys.CREATE_PRIMS: ("/World/IntArray", {"myintarray": ("int[]", small_array)}),
keys.SET_VALUES: [
("Get.inputs:name", "myintarray"),
("Get.inputs:usePath", True),
("Get.inputs:primPath", "/World/IntArray"),
],
},
)
await controller.evaluate(graph)
self.assertSequenceEqual(
og.Controller.get(controller.attribute("outputs:value", get_node)).tolist(), small_array
)
# Change USD attrib, check we get the new value on our output
big_array = Vt.IntArray(1000, [0 for _ in range(1000)])
attr = stage.GetPropertyAtPath("/World/IntArray.myintarray")
attr.Set(big_array)
await controller.evaluate(graph)
self.assertSequenceEqual(og.Controller.get(controller.attribute("outputs:value", get_node)).tolist(), big_array)
# ----------------------------------------------------------------------
async def test_dynamic_extended_attributes_any(self):
"""Test functionality of extended any attributes when they are created dynamically"""
# Set up a graph that tests dynamically created extended attrs. Here we have a node with
# extended attribute attr1. We create another extended attribute dynamically (dynamic_attr1)
# we then make sure these two behave the same. dyanmic_attr1 is an any attribute in this case
#
# SimpleIn ----=> Extended1
# -inputs:anyValueIn
# -inputs:dynamic_attr1
#
controller = og.Controller()
keys = og.Controller.Keys
(graph, (simple_node, extended_node_1), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleIn", "omni.graph.tutorials.SimpleData"),
("Extended1", "omni.graph.test.TypeResolution"),
],
keys.CONNECT: ("SimpleIn.outputs:a_float", "Extended1.inputs:anyValueIn"),
keys.SET_VALUES: ("SimpleIn.inputs:a_float", 5.0),
},
)
await controller.evaluate(graph)
# Check that the inputs into the extended type nodes are correct
self.assertEqual(6.0, og.Controller.get(controller.attribute("inputs:anyValueIn", extended_node_1)))
extended_node_1.create_attribute(
"inputs:dynamic_attr1",
og.Type(og.BaseDataType.TOKEN),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY,
"",
)
controller.edit(
self.TEST_GRAPH_PATH,
{keys.CONNECT: (("outputs:a_float", simple_node), ("inputs:dynamic_attr1", extended_node_1))},
)
await controller.evaluate(graph)
self.assertEqual(6.0, og.Controller.get(controller.attribute("inputs:dynamic_attr1", extended_node_1)))
# ----------------------------------------------------------------------
async def test_dynamic_extended_attributes_union(self):
"""Test functionality of extended union attributes when they are created dynamically"""
# Set up a graph that tests dynamically created extended attrs. Here we have a node with
# extended attribute attr1. We create another extended attribute dynamically (dynamic_attr1)
# we then make sure these two behave the same. dyanmic_attr1 is a union attribute in this case
#
# SimpleIn ----=> Extended1
# -inputs:anyValueIn
# -inputs:dynamic_attr1
#
controller = og.Controller()
keys = og.Controller.Keys
(graph, (simple_node, extended_node_1), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleIn", "omni.graph.tutorials.SimpleData"),
("Extended1", "omni.graph.tutorials.ExtendedTypes"),
],
keys.CONNECT: ("SimpleIn.outputs:a_float", "Extended1.inputs:floatOrToken"),
keys.SET_VALUES: ("SimpleIn.inputs:a_float", 5.0),
},
)
await controller.evaluate(graph)
# Check that the inputs into the extended type nodes are correct
self.assertEqual(6.0, og.Controller.get(controller.attribute("inputs:floatOrToken", extended_node_1)))
extended_node_1.create_attribute(
"inputs:dynamic_attr1",
og.Type(og.BaseDataType.TOKEN),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION,
"float,token",
)
controller.edit(
self.TEST_GRAPH_PATH,
{keys.CONNECT: (("outputs:a_float", simple_node), ("inputs:dynamic_attr1", extended_node_1))},
)
await controller.evaluate(graph)
self.assertEqual(6.0, og.Controller.get(controller.attribute("inputs:dynamic_attr1", extended_node_1)))
# ----------------------------------------------------------------------
async def test_unresolve_propagation(self):
"""Tests unresolve propagates through the network"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, _, _, _, to_string_node, _, _), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ConstDouble", "omni.graph.nodes.ConstantDouble"),
("Const1", "omni.graph.nodes.ConstantVec3d"),
("Multiply", "omni.graph.nodes.Multiply"),
("Magnitude", "omni.graph.nodes.Magnitude"),
("ToString", "omni.graph.nodes.ToString"),
("Const2", "omni.graph.nodes.ConstantDouble"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: [("/World/Sink", {"mydouble": ("double", 0)})],
keys.SET_VALUES: [
("ConstDouble.inputs:value", 2.0),
("Const1.inputs:value", (0.5, 0, 0)),
("Set.inputs:name", "mydouble"),
("Set.inputs:primPath", "/World/Sink"),
("Set.inputs:usePath", True),
],
keys.CONNECT: [
("ConstDouble.inputs:value", "Multiply.inputs:a"),
("Const1.inputs:value", "Multiply.inputs:b"),
("Multiply.outputs:product", "Magnitude.inputs:input"),
("Magnitude.outputs:magnitude", "ToString.inputs:value"),
],
},
)
await controller.evaluate(graph)
v = og.Controller.get(controller.attribute("inputs:value", to_string_node))
self.assertEqual(v, 1.0)
# Disconnect one of the Multiply inputs to cause a wave of unresolutions
controller.edit(
graph,
{
keys.DISCONNECT: [
("ConstDouble.inputs:value", "Multiply.inputs:a"),
("Const1.inputs:value", "Multiply.inputs:b"),
]
},
)
# Helper to verify the base data type of an attribute
def assert_attrib_is(attrib, node, base_type):
attrib = controller.attribute(attrib, node, graph)
self.assertEqual(attrib.get_resolved_type().base_type, base_type)
# Verify the irresolute quality of the downstream attributes
assert_attrib_is("outputs:product", "Multiply", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:input", "Magnitude", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:value", "ToString", og.BaseDataType.UNKNOWN)
# Re-connect to observe resolution
controller.edit(
graph,
{
keys.CONNECT: [
("ConstDouble.inputs:value", "Multiply.inputs:a"),
("Const1.inputs:value", "Multiply.inputs:b"),
]
},
)
# Verify the resolute quality of the downstream attributes
assert_attrib_is("outputs:product", "Multiply", og.BaseDataType.DOUBLE)
assert_attrib_is("inputs:input", "Magnitude", og.BaseDataType.DOUBLE)
assert_attrib_is("inputs:value", "ToString", og.BaseDataType.DOUBLE)
# Disconnect as before
controller.edit(
graph,
{
keys.DISCONNECT: [
("ConstDouble.inputs:value", "Multiply.inputs:a"),
("Const1.inputs:value", "Multiply.inputs:b"),
]
},
)
# Wait on the next framework tick, we don't need a full evaluation
await omni.kit.app.get_app().next_update_async()
# Verify that this time the unresolution was blocked at Magnitude
assert_attrib_is("outputs:product", "Multiply", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:a", "Multiply", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:input", "Magnitude", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:value", "ToString", og.BaseDataType.UNKNOWN)
# Now check that WritePrimAttribute will cause upstream propagation
await controller.evaluate(graph)
controller.edit(graph, {keys.CONNECT: [("Magnitude.outputs:magnitude", "Set.inputs:value")]})
await controller.evaluate(graph)
# Verify that our network has flipped over to double
assert_attrib_is("outputs:magnitude", "Magnitude", og.BaseDataType.DOUBLE)
# Note that we no longer propagate resolution upstream from outputs->inputs, so unresolution
# remains upstream of Magnitude
assert_attrib_is("inputs:input", "Magnitude", og.BaseDataType.UNKNOWN)
assert_attrib_is("outputs:product", "Multiply", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:a", "Multiply", og.BaseDataType.UNKNOWN)
assert_attrib_is("inputs:value", "ToString", og.BaseDataType.DOUBLE)
# ----------------------------------------------------------------------
async def test_unresolve_contradiction(self):
"""Tests unresolve contradiction is handled"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ConstVec3f", "omni.graph.nodes.ConstantVec3f"),
("Add", "omni.graph.nodes.Add"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("Add.outputs:sum", "Set.inputs:value"),
],
},
)
await omni.kit.app.get_app().next_update_async()
event_counter = [0]
def on_node_event(event):
event_counter[0] += 1
self.assertEqual(event.type, int(og.NodeEvent.ATTRIBUTE_TYPE_RESOLVE))
node = controller.node("Add", graph)
sub = node.get_event_stream().create_subscription_to_pop(on_node_event)
controller.edit(
graph,
{
keys.CONNECT: [
("ConstVec3f.inputs:value", "Add.inputs:a"),
("ConstVec3f.inputs:value", "Add.inputs:b"),
]
},
)
for _ in range(10):
await omni.kit.app.get_app().next_update_async()
self.assertLess(event_counter[0], 10)
del sub
# ----------------------------------------------------------------------
async def test_unresolve_resolve_pingpong(self):
"""Tests resolve doesn't ping-pong is handled"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, get_node, _), (p_in, p_out), _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Get", "omni.graph.nodes.ReadPrimAttribute"),
("Set", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CREATE_PRIMS: [("PIn", {"f": ("float", 1.0)}), ("POut", {"f": ("float", 1.0)})],
keys.CONNECT: [
("OnTick.outputs:tick", "Set.inputs:execIn"),
("Get.outputs:value", "Set.inputs:value"),
],
},
)
controller.edit(
graph,
{
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
("Get.inputs:usePath", True),
("Get.inputs:usePath", True),
("Get.inputs:name", "f"),
("Set.inputs:name", "f"),
("Get.inputs:primPath", p_in.GetPrimPath().pathString),
("Set.inputs:primPath", p_out.GetPrimPath().pathString),
],
},
)
await omni.kit.app.get_app().next_update_async()
event_counter = [0]
def on_node_event(event):
event_counter[0] += 1
self.assertEqual(event.type, int(og.NodeEvent.ATTRIBUTE_TYPE_RESOLVE))
sub = get_node.get_event_stream().create_subscription_to_pop(on_node_event)
for _ in range(5):
await omni.kit.app.get_app().next_update_async()
self.assertLess(event_counter[0], 5)
del sub
# ----------------------------------------------------------------------
async def test_loading_extended_attribute_values(self):
"""Test that saved extended attribute values are de-serialized correctly"""
(result, error) = await ogts.load_test_file("TestExtendedAttributes.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
graph_path = "/World/PushGraph"
controller = og.Controller()
graph = controller.graph(graph_path)
await controller.evaluate(graph)
tests = [
# name, og_type, input0, input1
("make_array", "bool", True, False, None),
("make_array_01", "double", 42, 43, None),
("make_array_02", "token", "FOO", "BAR", None),
("make_array_03", "double[2]", np.array((1.0, 2.0)), np.array((3.0, 4.0)), Gf.Vec2d),
("make_array_04", "int[2]", np.array((1, 2)), np.array((3, 4)), Gf.Vec2i),
("make_array_05", "half", 42.0, 43.0, None),
(
"make_array_06",
"matrixd[3]",
np.array((1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0)),
np.array((1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0)),
Gf.Matrix3d,
),
]
# verify the values on the loaded nodes
for name, og_type, expected_1, expected_2, _ in tests:
make_array = controller.node(f"{graph_path}/{name}")
input_0 = og.Controller.get(controller.attribute("inputs:input0", make_array))
input_type = controller.attribute("inputs:input0", make_array).get_resolved_type().get_ogn_type_name()
input_1 = og.Controller.get(controller.attribute("inputs:input1", make_array))
value = og.Controller.get(controller.attribute("outputs:array", make_array))
self.assertEqual(input_type, og_type)
try:
self.assertEqual(input_0, expected_1)
except ValueError:
self.assertListEqual(list(input_0), list(expected_1))
try:
self.assertEqual(input_1, expected_2)
except ValueError:
self.assertListEqual(list(input_1), list(expected_2))
try:
self.assertListEqual(list(value), [expected_1, expected_2])
except ValueError:
self.assertListEqual([list(v) for v in value], [list(expected_1), list(expected_2)])
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
# Reset the arrayType to clear the saved resolved values
for name, _, _, _, _ in tests:
og.Controller.set(controller.attribute(f"{graph_path}/{name}.inputs:arrayType"), "auto")
# Verify that all the inputs are now unresolved
for name, _, _, _, _ in tests:
make_array = controller.node(f"{graph_path}/{name}")
attrib = controller.attribute("inputs:input0", make_array)
tp = attrib.get_resolved_type()
self.assertEqual(tp.base_type, og.BaseDataType.UNKNOWN)
attrib = controller.attribute("inputs:input1", make_array)
tp = attrib.get_resolved_type()
self.assertEqual(tp.base_type, og.BaseDataType.UNKNOWN)
# Verify that in the re-serialized stage, the attrType and attrValue are reset
await controller.evaluate(graph)
for name, _, _, _, _ in tests:
self.assertIsNone(
stage.GetAttributeAtPath(f"{graph_path}/{name}.inputs:input1").GetCustomDataByKey(
"omni:graph:attrValue"
)
)
self.assertEqual(
"Any",
stage.GetAttributeAtPath(f"{graph_path}/{name}.inputs:input1").GetCustomDataByKey(
"omni:graph:attrType"
),
)
self.assertIsNone(
stage.GetAttributeAtPath(f"{graph_path}/{name}.inputs:input1").GetCustomDataByKey(
"omni:graph:resolvedType"
)
)
# Re-resolve and set different values
for name, og_type, _, input_1, _ in tests:
og.Controller.set(controller.attribute(f"{graph_path}/{name}.inputs:arrayType"), f"{og_type}[]")
og.Controller.set(controller.attribute(f"{graph_path}/{name}.inputs:input1"), input_1)
# Serialize stage again, verify the types and values
await controller.evaluate(graph)
for name, og_type, _, _, _ in tests:
attr = stage.GetAttributeAtPath(f"{graph_path}/{name}.inputs:input1")
self.assertIsNotNone(attr.GetCustomDataByKey("omni:graph:attrValue"), f"For {name}")
self.assertIsNotNone(attr.GetCustomDataByKey("omni:graph:attrType"), f"For {name}")
usd_value = stage.GetAttributeAtPath(f"{graph_path}/{name}.inputs:input1").GetCustomDataByKey(
"omni:graph:resolvedType"
)
self.assertEqual(og_type, usd_value, f"For {name}")
# ----------------------------------------------------------------------
async def test_resolution_invalidates_existing_connection(self):
"""
Test that when the type resolution makes an existing connection invalid, that we get an error
"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (build_str, find_prims), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("BuildString", "omni.graph.nodes.BuildString"),
("FindPrims", "omni.graph.nodes.FindPrims"),
],
keys.CREATE_PRIMS: [("/World/Cube", "Cube"), ("/World/Cone", "Cone")],
keys.SET_VALUES: [("FindPrims.inputs:rootPrimPath", "/World")],
keys.CONNECT: [("BuildString.outputs:value", "FindPrims.inputs:namePrefix")],
},
)
await og.Controller.evaluate(graph)
out = find_prims.get_attribute("outputs:prims")
self.assertEqual(out.get(), [f"{self.TEST_GRAPH_PATH}", "/World/Cube", "/World/Cone"])
# Setting inputs to string will change resolution on output value to a string as well. But string -> token
# connections are not supported. So this should raise an error
with ogts.ExpectedError():
controller.edit(
self.TEST_GRAPH_PATH,
{keys.SET_VALUES: [("BuildString.inputs:a", {"type": "string", "value": "Cu"})]},
)
err_list = build_str.get_compute_messages(og.Severity.ERROR)
self.assertEqual(len(err_list), 1)
err_list[0].startswith("Type error")
await controller.evaluate(graph)
out = build_str.get_attribute("outputs:value")
self.assertEqual(out.get_resolved_type(), og.Controller.attribute_type("string"))
# ----------------------------------------------------------------------
async def test_resolved_type_saved(self):
"""Test that a type resolution is saved when a value is never set"""
# See OM-93596
controller = og.Controller()
keys = og.Controller.Keys
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
("ConstantFloat", "omni.graph.nodes.ConstantFloat"),
],
keys.SET_VALUES: [
("Add.inputs:a", {"type": "float", "value": 1.0}),
("ConstantFloat.inputs:value", 42.0),
],
},
)
await controller.evaluate(graph)
attr = stage.GetAttributeAtPath(f"{self.TEST_GRAPH_PATH}/Add.inputs:a")
og_attr = controller.attribute(f"{self.TEST_GRAPH_PATH}/Add.inputs:a")
self.assertIsNotNone(attr.GetCustomDataByKey("omni:graph:attrValue"))
# Since the controller manually resolves the type above, verify the customData is there
usd_value = attr.GetCustomDataByKey("omni:graph:resolvedType")
self.assertEqual("float", usd_value)
# manually resolve to a different type - verify it is saved
og.cmds.ResolveAttrType(attr=og_attr, type_id="double")
await controller.evaluate(graph)
usd_value = attr.GetCustomDataByKey("omni:graph:resolvedType")
self.assertEqual("double", usd_value)
# manually unresolve - verify the customData is gone
og.cmds.ResolveAttrType(attr=og_attr, type_id="unknown")
await controller.evaluate(graph)
usd_value = attr.GetCustomDataByKey("omni:graph:resolvedType")
self.assertIsNone(usd_value)
self.assertEqual(og_attr.get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN, 1, 0))
# Verify that:
# 1. manually resolving
# 2. connect
# 3. disconnect
# Restores the manual resolution customData AND literal value
# FIXME: OM-94077
if False: # noqa PLW0125
og.cmds.ResolveAttrType(attr=og_attr, type_id="float")
og.Controller.set(attr, {"type": "float", "value": 2.0})
await controller.evaluate(graph)
self.assertEqual(attr.GetCustomDataByKey("omni:graph:attrValue"), 2.0)
usd_value = attr.GetCustomDataByKey("omni:graph:resolvedType")
self.assertEqual("float", usd_value)
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: [("ConstantFloat.inputs:value", "Add.inputs:a")]})
await controller.evaluate(graph)
self.assertEqual(og_attr.get(), 42.0)
controller.edit(
self.TEST_GRAPH_PATH,
{keys.DISCONNECT: [("ConstantFloat.inputs:value", "Add.inputs:a")]},
)
await controller.evaluate(graph)
self.assertEqual(attr.GetCustomDataByKey("omni:graph:attrValue"), 2.0)
usd_value = attr.GetCustomDataByKey("omni:graph:resolvedType")
self.assertEqual("float", usd_value)
self.assertEqual(og_attr.get(), 2.0)
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: [("Add.outputs:sum", "ConstantFloat.inputs:value")]})
await controller.evaluate(graph)
og_sum_attr = controller.attribute(f"{self.TEST_GRAPH_PATH}/Add.outputs:sum")
self.assertEqual(og_sum_attr.get_resolved_type(), og.Type(og.BaseDataType.FLOAT, 1, 0))
controller.edit(
self.TEST_GRAPH_PATH,
{keys.DISCONNECT: [("Add.outputs:sum", "ConstantFloat.inputs:value")]},
)
await controller.evaluate(graph)
self.assertEqual(og_sum_attr.get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN, 1, 0))
# ----------------------------------------------------------------------
async def test_resolved_types_serialized_in_compounds(self):
"""Validates that resolved types are serialized in compound graphs (OM-99390)"""
controller = og.Controller(update_usd=True)
keys = og.Controller.Keys
(_, _, _, nodes) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Add", "omni.graph.nodes.Add"),
(
"Compound",
{
keys.CREATE_NODES: [("CompoundAdd", "omni.graph.nodes.Add")],
keys.SET_VALUES: [("CompoundAdd.inputs:a", {"type": "float", "value": 2.0})],
},
),
],
keys.SET_VALUES: [
("Add.inputs:a", {"type": "double", "value": 1.0}),
],
},
)
add_path = nodes["Add"].get_prim_path()
compound_add_path = nodes["CompoundAdd"].get_prim_path()
# resolve and set attributes
top_level_attr_a = nodes["Add"].get_attribute("inputs:a")
top_level_attr_b = nodes["Add"].get_attribute("inputs:b")
compound_attr_a = nodes["CompoundAdd"].get_attribute("inputs:a")
compound_attr_b = nodes["CompoundAdd"].get_attribute("inputs:b")
og.cmds.ResolveAttrType(attr=top_level_attr_b, type_id="double")
og.cmds.ResolveAttrType(attr=compound_attr_b, type_id="float")
controller.set(top_level_attr_b, 3.0)
controller.set(compound_attr_b, 4.0)
self.assertEqual(og.Controller.get(top_level_attr_a), 1.0)
self.assertEqual(og.Controller.get(compound_attr_a), 2.0)
self.assertEqual(og.Controller.get(top_level_attr_b), 3.0)
self.assertEqual(og.Controller.get(compound_attr_b), 4.0)
# save and reload the scene
with tempfile.TemporaryDirectory() as test_directory:
tmp_file_path = os.path.join(test_directory, "tmp_test_resolve_in_compounds.usda")
(result, error, _) = await omni.usd.get_context().save_as_stage_async(str(tmp_file_path))
self.assertTrue(result, error)
(result, error) = await omni.usd.get_context().reopen_stage_async()
self.assertTrue(result, error)
add_node = og.Controller.node(add_path)
compound_add_node = og.Controller.node(compound_add_path)
top_level_attr_a = add_node.get_attribute("inputs:a")
top_level_attr_b = add_node.get_attribute("inputs:b")
compound_attr_a = compound_add_node.get_attribute("inputs:a")
compound_attr_b = compound_add_node.get_attribute("inputs:b")
self.assertEqual(og.Controller.get(top_level_attr_a), 1.0)
self.assertEqual(og.Controller.get(compound_attr_a), 2.0)
self.assertEqual(og.Controller.get(top_level_attr_b), 3.0)
self.assertEqual(og.Controller.get(compound_attr_b), 4.0)
| 53,468 | Python | 44.351145 | 120 | 0.550011 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_graph_settings.py | """OmniGraph Graph Settings Tests"""
import os
import tempfile
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.test
import omni.kit.undo
import omni.usd
import omni.usd.commands
from pxr import OmniGraphSchema
class TestOmniGraphSchemaGraphSettings(ogts.OmniGraphTestCase):
"""Tests for OmniGraph Graph Settings with Schema Enabled"""
# ----------------------------------------------------------------------
async def test_compute_settings_save_and_load(self):
"""Tests that creating, saving and loading compute graph settings writes and reads the correct settings"""
pipeline_stages = list(og.GraphPipelineStage.__members__.values())
evaluation_modes = list(og.GraphEvaluationMode.__members__.values())
backing_types = [
og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_WITHOUT_HISTORY,
og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED,
]
setting_tuples = zip(pipeline_stages[0:3], evaluation_modes[0:3], backing_types[0:3])
index = 0
for (pipeline_stage, evaluation_mode, backing_type) in setting_tuples:
(graph, _, _, _) = og.Controller.edit(
{
"graph_path": f"/World/TestGraph{index}",
"fc_backing_type": backing_type,
"pipeline_stage": pipeline_stage,
"evaluation_mode": evaluation_mode,
}
)
path = graph.get_path_to_graph()
self.assertIsNotNone(graph)
with tempfile.TemporaryDirectory() as tmpdirname:
# save the file
tmp_file_path = os.path.join(tmpdirname, f"tmp{index}.usda")
result = omni.usd.get_context().save_as_stage(tmp_file_path)
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload the file back
(result, error) = await ogts.load_test_file(tmp_file_path)
self.assertTrue(result, error)
graph = omni.graph.core.get_graph_by_path(path)
self.assertIsNotNone(graph, f"Failed to load graph at {path} from {tmp_file_path}")
self.assertEquals(graph.evaluation_mode, evaluation_mode)
self.assertEquals(graph.get_pipeline_stage(), pipeline_stage)
self.assertEquals(graph.get_graph_backing_type(), backing_type)
index = index + 1
await omni.usd.get_context().new_stage_async()
# ----------------------------------------------------------------------
async def test_evaluation_mode_changed_from_usd(self):
"""Tests that changing evaluation mode from usd is applied to the underlying graph"""
controller = og.Controller()
keys = og.Controller.Keys
stage = omni.usd.get_context().get_stage()
graph_path = "/World/TestGraph"
(graph, nodes, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
]
},
)
self.assertEquals(graph.evaluation_mode, og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_AUTOMATIC)
# automatic mode, computes because no references exist
count = nodes[0].get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(count + 1, nodes[0].get_compute_count())
prim = stage.GetPrimAtPath(graph_path)
self.assertTrue(prim.IsA(OmniGraphSchema.OmniGraph))
schema_prim = OmniGraphSchema.OmniGraph(prim)
# change the evaluation to instanced
schema_prim.GetEvaluationModeAttr().Set("Instanced")
count = nodes[0].get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.GraphEvaluationMode.GRAPH_EVALUATION_MODE_INSTANCED, graph.evaluation_mode)
self.assertEqual(count, nodes[0].get_compute_count())
# ----------------------------------------------------------------------
async def test_evaluator_type_changed_from_usd(self):
"""Tests that changing evaluation mode from usd is applied to the underlying graph"""
stage = omni.usd.get_context().get_stage()
graph_path = "/World/TestGraph"
controller = og.Controller()
(graph, (read_time, constant_node, _), _, _) = controller.edit(
{"graph_path": graph_path, "evaluator_name": "dirty_push"},
{
og.Controller.Keys.CREATE_NODES: [
("ReadTime", "omni.graph.nodes.ReadTime"),
("ConstantInt", "omni.graph.nodes.ConstantInt"),
("Sub", "omni.graph.test.SubtractDoubleC"),
],
og.Controller.Keys.CONNECT: [
("ReadTime.outputs:timeSinceStart", "Sub.inputs:a"),
("ReadTime.outputs:timeSinceStart", "Sub.inputs:b"),
],
og.Controller.Keys.SET_VALUES: [("ConstantInt.inputs:value", 3)],
},
)
# skip the initial compute
await omni.kit.app.get_app().next_update_async()
# validate the graph ticks as expected
count_time = read_time.get_compute_count()
count_print = constant_node.get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(count_time + 1, read_time.get_compute_count(), "Expected time to tick")
self.assertEqual(count_print, constant_node.get_compute_count(), "Expected print not to tick")
prim = stage.GetPrimAtPath(graph_path)
self.assertTrue(prim.IsA(OmniGraphSchema.OmniGraph))
schema_prim = OmniGraphSchema.OmniGraph(prim)
# change the graph to push by changing the USD.
schema_prim.GetEvaluatorTypeAttr().Set("push")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(graph.get_evaluator_name(), "push")
self.assertEqual(count_time + 2, read_time.get_compute_count(), "Expected time to tick")
self.assertEqual(count_print + 1, constant_node.get_compute_count(), "Expected print to tick")
# change the graph back
schema_prim.GetEvaluatorTypeAttr().Set("dirty_push")
await omni.kit.app.get_app().next_update_async() # skip the intial frame
count_time = read_time.get_compute_count()
count_print = constant_node.get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(graph.get_evaluator_name(), "dirty_push")
self.assertEqual(count_time + 1, read_time.get_compute_count(), "Expected time to tick")
self.assertEqual(count_print, constant_node.get_compute_count(), "Expected print not to tick")
# ---------------------------------------------------------------------
async def test_fabric_backing_changed_from_usd(self):
stage = omni.usd.get_context().get_stage()
graph_path = "/World/TestGraph"
(graph, _, _, _) = og.Controller.edit(
{"graph_path": graph_path, "fc_backing_type": og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED}
)
self.assertEqual(og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_SHARED, graph.get_graph_backing_type())
prim = stage.GetPrimAtPath(graph_path)
self.assertTrue(prim.IsA(OmniGraphSchema.OmniGraph))
schema_prim = OmniGraphSchema.OmniGraph(prim)
schema_prim.GetFabricCacheBackingAttr().Set("StageWithoutHistory")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.GraphBackingType.GRAPH_BACKING_TYPE_FABRIC_WITHOUT_HISTORY, graph.get_graph_backing_type())
# ---------------------------------------------------------------------
async def test_pipeline_stage_changed_from_usd(self):
"""Tests the changing the pipeline stage in usd changes the underlying pipeline stage"""
controller = og.Controller()
keys = og.Controller.Keys
stage = omni.usd.get_context().get_stage()
graph_path = "/World/TestGraph"
(graph, nodes, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
]
},
)
self.assertEqual(og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION, graph.get_pipeline_stage())
# validate the node updates
count = nodes[0].get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(count + 1, nodes[0].get_compute_count())
prim = stage.GetPrimAtPath(graph_path)
self.assertTrue(prim.IsA(OmniGraphSchema.OmniGraph))
schema_prim = OmniGraphSchema.OmniGraph(prim)
# change the pipeline stage to on demand
schema_prim.GetPipelineStageAttr().Set("pipelineStageOnDemand")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_ONDEMAND, graph.get_pipeline_stage())
# validate the node did not update
count = nodes[0].get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(count, nodes[0].get_compute_count())
# change back to simulation
schema_prim.GetPipelineStageAttr().Set("pipelineStageSimulation")
await omni.kit.app.get_app().next_update_async()
self.assertEqual(og.GraphPipelineStage.GRAPH_PIPELINE_STAGE_SIMULATION, graph.get_pipeline_stage())
# validate the node updates
count = nodes[0].get_compute_count()
await omni.kit.app.get_app().next_update_async()
self.assertEqual(count + 1, nodes[0].get_compute_count())
| 9,968 | Python | 43.704036 | 119 | 0.60303 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_callbacks.py | """ Tests for omnigraph callbacks """
import numpy as np
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
# Global variable for sharing callback location
_callback_path = None
# ======================================================================
class TestCallbacks(ogts.OmniGraphTestCase):
_graph_path = "/World/TestGraph"
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.conn_count = 0
self.disconn_count = 0
self.attr_count = 0
# ----------------------------------------------------------------------
async def test_connection_callbacks(self):
"""
Test attribute connect/disconnect callbacks.
"""
# Create the graph.
(_, (simple1, simple2), _, _) = og.Controller.edit(
self._graph_path,
{
og.Controller.Keys.CREATE_NODES: [
("simple1", "omni.graph.tutorials.SimpleData"),
("simple2", "omni.graph.tutorials.SimpleData"),
],
},
)
self.conn_count = 0
self.disconn_count = 0
self.attr_count = 0
def on_connection(attr1, attr2):
self.conn_count += 1
# Were the correct arguments passed?
if (attr1.get_name() == "outputs:a_int") and (attr2.get_name() == "inputs:a_int"):
self.attr_count += 1
def on_disconnection(attr1, attr2):
self.disconn_count += 1
# Were the correct arguments passed?
if (attr1.get_name() == "outputs:a_int") and (attr2.get_name() == "inputs:a_int"):
self.attr_count += 1
conn1_cb = simple1.register_on_connected_callback(on_connection)
conn2_cb = simple2.register_on_connected_callback(on_connection)
disconn1_cb = simple1.register_on_disconnected_callback(on_disconnection)
self.assertEqual(self.conn_count, 0)
self.assertEqual(self.disconn_count, 0)
self.assertEqual(self.attr_count, 0)
# Make a connection. We should get calls from both nodes.
attr1 = simple1.get_attribute("outputs:a_int")
attr2 = simple2.get_attribute("inputs:a_int")
attr1.connect(attr2, True)
self.assertEqual(self.conn_count, 2)
self.assertEqual(self.disconn_count, 0)
self.assertEqual(self.attr_count, 2)
# Break the connection. We should only get a call from simple1.
attr1.disconnect(attr2, True)
self.assertEqual(self.conn_count, 2)
self.assertEqual(self.disconn_count, 1)
self.assertEqual(self.attr_count, 3)
# Deregister one of the connection callbacks then make a connection.
simple1.deregister_on_connected_callback(conn1_cb)
attr1.connect(attr2, True)
self.assertEqual(self.conn_count, 3)
self.assertEqual(self.disconn_count, 1)
self.assertEqual(self.attr_count, 4)
# Deregistering the same callback again should have no effect.
simple1.deregister_on_connected_callback(conn1_cb)
# Cleanup.
simple1.deregister_on_connected_callback(conn2_cb)
simple1.deregister_on_connected_callback(disconn1_cb)
# ----------------------------------------------------------------------
async def test_path_changed_callback(self):
"""
Test the ability to register callbacks on nodes so that they receive path change notices from USD
"""
# Create the graph.
(graph, (simple_node,), _, _) = og.Controller.edit(
self._graph_path,
{
og.Controller.Keys.CREATE_NODES: [("simple", "omni.graph.tutorials.SimpleData")],
},
)
k_want_print = False
k_not_received = "not_received"
global _callback_path
_callback_path = k_not_received
def on_path_changed_callback(changed_paths):
global _callback_path
_callback_path = changed_paths[-1]
def _do_the_print(changed_paths, want_print: bool = k_want_print):
return print(changed_paths) if k_want_print else None
print_changed_paths = _do_the_print
async def test_callback(should_work: bool):
cb_handle = simple_node.register_on_path_changed_callback(on_path_changed_callback)
print_changed_paths_cb_handle = simple_node.register_on_path_changed_callback(print_changed_paths)
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
stage.DefinePrim("/World/xform1", "Xform")
await og.Controller.evaluate(graph)
self.assertEqual(_callback_path, "/World/xform1" if should_work else k_not_received)
simple_node.deregister_on_path_changed_callback(cb_handle)
simple_node.deregister_on_path_changed_callback(print_changed_paths_cb_handle)
stage.DefinePrim("/World/xform2", "Xform")
# This time we should not receive a callback, so ensure path is unchanged
self.assertEqual(_callback_path, "/World/xform1" if should_work else k_not_received)
await og.Controller.evaluate(graph)
with og.Settings.temporary(og.Settings.ENABLE_PATH_CHANGED_CALLBACK, True):
await test_callback(True)
_callback_path = k_not_received
with og.Settings.temporary(og.Settings.ENABLE_PATH_CHANGED_CALLBACK, False):
await test_callback(False)
# ----------------------------------------------------------------------
async def test_register_value_changed_callback(self):
"""Test Attribute.register_value_changed callback"""
connected_attr = None
def on_value_changed(attr):
nonlocal connected_attr
connected_attr = attr
controller = og.Controller()
keys = og.Controller.Keys
(_, (test_node_a, test_node_b, test_node_c), _, _) = controller.edit(
self._graph_path,
{
keys.CREATE_NODES: [
("NodeWithAllTypes1", "omni.graph.test.TestAllDataTypes"),
("NodeWithAllTypes2", "omni.graph.test.TestAllDataTypes"),
("NodeWithAllTypes3", "omni.graph.test.TestAllDataTypes"),
]
},
)
test_values = [
("inputs:a_bool", True),
("inputs:a_double", 42.0),
("inputs:a_float_2", (2.0, 3.0)),
("inputs:a_string", "test"),
]
for name, value in test_values:
src_attrib = test_node_b.get_attribute(name.replace("inputs:", "outputs:"))
attrib = test_node_a.get_attribute(name)
attrib.register_value_changed_callback(on_value_changed)
# test the callback is hit when an attribute changes value
og.Controller.set(attrib, value)
self.assertEqual(connected_attr, attrib)
# validate it is called on connection
connected_attr = None
og.Controller.connect(src_attrib, attrib)
self.assertEqual(connected_attr, attrib)
# validate it is called on disconnection
connected_attr = None
og.Controller.disconnect(src_attrib, attrib)
self.assertEqual(connected_attr, attrib)
# reset the callback, verify it is not called
connected_attr = None
attrib.register_value_changed_callback(None)
og.Controller.set(attrib, value)
self.assertIsNone(connected_attr)
# Now validate it is hit when set with USD instead of OG
read_attrib = None
got_value = None
def on_value_changed_2(_):
nonlocal read_attrib
nonlocal got_value
# check if we have an attribute to read the value from
if read_attrib:
got_value = og.Controller.get(controller.attribute(read_attrib, test_node_c))
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
for name, value in test_values:
attrib_c = test_node_c.get_attribute(name)
attrib_c.register_value_changed_callback(on_value_changed_2)
read_attrib = name
got_value = None
usd_attrib = stage.GetAttributeAtPath(attrib_c.get_path())
usd_attrib.Set(value)
if isinstance(got_value, np.ndarray):
self.assertSequenceEqual(got_value.tolist(), value)
else:
self.assertEqual(got_value, value)
attrib_c.register_value_changed_callback(None)
# Verify callbacks are _not_ sent when disableInfoNoticeHandlingInPlayback=true
with og.Settings.temporary(og.Settings.DISABLE_INFO_NOTICE_HANDLING_IN_PLAYBACK, True):
for name, value in test_values:
attrib_c = test_node_c.get_attribute(name)
attrib_c.register_value_changed_callback(on_value_changed_2)
read_attrib = name
got_value = None
usd_attrib = stage.GetAttributeAtPath(attrib_c.get_path())
usd_attrib.Set(value)
self.assertEqual(got_value, None)
attrib_c.register_value_changed_callback(None)
| 9,379 | Python | 37.600823 | 110 | 0.579273 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_data_model.py | """Tests OG Data Model"""
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
# ======================================================================
class TestDataModel(ogts.OmniGraphTestCase):
"""
Run tests that exercises the data model features of omni graph, such as copy on write and data stealing.
"""
async def test_copy_on_write(self):
"""
Test all basic CoW behaviors:
- Bundle passthrough is passing a reference to original bundle
- Bundle mutation trigger CoW, but array attribute in the new bundle are references
- Array attribute mutation in bundle trigger CoW on the attribute
- Array attribute on node can be passed by ref, and mutation triggers CoW behavior
Load the test scene which has 3 OgnTestDataModel nodes that performs some checks
Node #1:
- receives a passthrough bundle and the original one, and makes sure those are the same
(not equal, the actual same in RAM)
- mutate the "points" attribute in its output bundle
- receives an array attribute and pass it through unchanged
Node #2:
- compare the original bundle to the output of node #1, makes sure it is a copy
- Checks that all array attribute are actually pointing to the same buffer than the original one,
BUT "points", that has been mutated by #1
- validate that the received array attribute is actually pointing to the original one
- mutate it on its output
Node #3:
- validate that the array attribute out of node #2 is a new copy
"""
(result, error) = await ogts.load_test_file("TestCoW.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
# run the graph 2 more times to exercise DB caching
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
| 2,022 | Python | 40.285713 | 109 | 0.62908 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_scriptnode.py | """Basic tests of the action graph"""
import omni.graph.core as og
import omni.graph.core.tests as ogts
# ======================================================================
class TestActionGraphIntegration(ogts.OmniGraphTestCase):
"""Tests for Script Node"""
# ----------------------------------------------------------------------
async def test_compute_creates_dynamic_attrib_legacy(self):
"""Test that the script node can create dynamic attribs within its compute"""
controller = og.Controller()
keys = og.Controller.Keys
script = """
attribute_exists = db.node.get_attribute_exists("inputs:multiplier")
if attribute_exists != True:
db.node.create_attribute("inputs:multiplier", og.Type(og.BaseDataType.DOUBLE))
db.outputs.data = db.inputs.data * db.inputs.multiplier"""
(graph, (on_impulse_node, script_node), _, _,) = controller.edit(
{"graph_path": "/TestGraph", "evaluator_name": "execution"},
{
keys.CREATE_NODES: [
("OnImpulse", "omni.graph.action.OnImpulseEvent"),
("Script", "omni.graph.scriptnode.ScriptNode"),
],
keys.CONNECT: ("OnImpulse.outputs:execOut", "Script.inputs:execIn"),
keys.SET_VALUES: [
("OnImpulse.inputs:onlyPlayback", False),
("Script.inputs:script", script),
],
},
)
script_node.create_attribute(
"inputs:data", og.Type(og.BaseDataType.DOUBLE), og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT
)
script_node.create_attribute(
"outputs:data", og.Type(og.BaseDataType.DOUBLE), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
("Script.inputs:data", 42),
("Script.outputs:data", 0),
],
},
)
await controller.evaluate(graph)
# trigger graph evaluation once so the compute runs
og.Controller.set(controller.attribute("state:enableImpulse", on_impulse_node), True)
await controller.evaluate(graph)
val = og.Controller.get(controller.attribute("outputs:data", script_node))
self.assertEqual(val, 0)
# set value on the dynamic attrib and check compute
og.Controller.set(controller.attribute("inputs:multiplier", script_node), 2.0)
og.Controller.set(controller.attribute("state:enableImpulse", on_impulse_node), True)
await controller.evaluate(graph)
val = og.Controller.get(controller.attribute("outputs:data", script_node))
self.assertEqual(val, 84)
# ----------------------------------------------------------------------
async def test_use_loaded_dynamic_attrib(self):
"""Test that the script node can use a dynamic attrib loaded from USD"""
await ogts.load_test_file("TestScriptNode.usda", use_caller_subdirectory=True)
controller = og.Controller()
val = og.Controller.get(controller.attribute("outputs:data", "/World/ActionGraph/script_node"))
self.assertEqual(val, 0)
# trigger graph evaluation once so the compute runs
og.Controller.set(controller.attribute("state:enableImpulse", "/World/ActionGraph/on_impulse_event"), True)
await controller.evaluate()
val = og.Controller.get(controller.attribute("outputs:data", "/World/ActionGraph/script_node"))
self.assertEqual(val, 84)
as_int = og.Controller.get(controller.attribute("outputs:asInt", "/World/ActionGraph/script_node"))
as_float = og.Controller.get(controller.attribute("state:asFloat", "/World/ActionGraph/script_node"))
self.assertEqual(as_int, 84)
self.assertEqual(as_float, 84.0)
# ----------------------------------------------------------------------
async def test_simple_scripts_legacy(self):
"""Test that some simple scripts work as intended"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (script_node,), _, _,) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: ("Script", "omni.graph.scriptnode.ScriptNode"),
},
)
script_node.create_attribute(
"inputs:my_input_attribute", og.Type(og.BaseDataType.INT), og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT
)
script_node.create_attribute(
"outputs:my_output_attribute", og.Type(og.BaseDataType.INT), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
output_controller = og.Controller(og.Controller.attribute("outputs:my_output_attribute", script_node))
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", "db.outputs.my_output_attribute = 123"),
},
)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 123)
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
("Script.inputs:script", "db.outputs.my_output_attribute = -db.inputs.my_input_attribute"),
("Script.inputs:my_input_attribute", 1234),
]
},
)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), -1234)
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: [
(
"Script.inputs:script",
"db.outputs.my_output_attribute = db.inputs.my_input_attribute * db.inputs.my_input_attribute",
),
("Script.inputs:my_input_attribute", -12),
]
},
)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 144)
# ----------------------------------------------------------------------
async def test_internal_state_keeps_persistent_info_legacy(self):
"""Test that the script node can keep persistent information using internal state"""
script = """
if (not hasattr(db.internal_state, 'num1')):
db.internal_state.num1 = 0
db.internal_state.num2 = 1
else:
sum = db.internal_state.num1 + db.internal_state.num2
db.internal_state.num1 = db.internal_state.num2
db.internal_state.num2 = sum
db.outputs.data = db.internal_state.num1"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, script_node), _, _,) = controller.edit(
{"graph_path": "/TestGraph", "evaluator_name": "execution"},
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Script", "omni.graph.scriptnode.ScriptNode"),
],
keys.CONNECT: ("OnTick.outputs:tick", "Script.inputs:execIn"),
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
("Script.inputs:script", script),
],
},
)
script_node.create_attribute(
"outputs:data", og.Type(og.BaseDataType.INT), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
output_controller = og.Controller(og.Controller.attribute("outputs:data", script_node))
# Check that the script node produces the Fibonacci numbers
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 0)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 1)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 1)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 2)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 3)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 5)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 8)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 13)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 21)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 34)
await controller.evaluate(graph)
self.assertEqual(output_controller.get(), 55)
# ----------------------------------------------------------------------
async def test_script_global_scope(self):
"""Test that variables, functions, and classes defined outside of the user-defined callbacks are visible"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (script_node,), _, _,) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: ("Script", "omni.graph.scriptnode.ScriptNode"),
},
)
script_node.create_attribute(
"outputs:output_a", og.Type(og.BaseDataType.INT), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
script_node.create_attribute(
"outputs:output_b", og.Type(og.BaseDataType.TOKEN), og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT
)
output_a_controller = og.Controller(og.Controller.attribute("outputs:output_a", script_node))
output_b_controller = og.Controller(og.Controller.attribute("outputs:output_b", script_node))
script_test_constants = """
MY_CONSTANT_A = 123
MY_CONSTANT_B = 'foo'
def setup(db):
db.outputs.output_a = MY_CONSTANT_A
def compute(db):
db.outputs.output_b = MY_CONSTANT_B"""
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", script_test_constants),
},
)
await controller.evaluate(graph)
self.assertEqual(output_a_controller.get(), 123)
self.assertEqual(output_b_controller.get(), "foo")
await controller.evaluate(graph)
self.assertEqual(output_b_controller.get(), "foo")
script_test_variables = """
my_variable = 123
def setup(db):
global my_variable
my_variable = 234
db.outputs.output_a = my_variable
def compute(db):
global my_variable
db.outputs.output_b = f'{my_variable}'
my_variable += 1"""
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", script_test_variables),
},
)
await controller.evaluate(graph)
self.assertEqual(output_a_controller.get(), 234)
self.assertEqual(output_b_controller.get(), "234")
await controller.evaluate(graph)
self.assertEqual(output_b_controller.get(), "235")
script_test_functions = """
def my_function_a():
return 123
my_variable_b = 'foo'
def my_function_b():
return my_variable_b
def setup(db):
db.outputs.output_a = my_function_a()
def compute(db):
db.outputs.output_b = my_function_b()
global my_variable_b
my_variable_b = 'bar'"""
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", script_test_functions),
},
)
await controller.evaluate(graph)
self.assertEqual(output_a_controller.get(), 123)
self.assertEqual(output_b_controller.get(), "foo")
await controller.evaluate(graph)
self.assertEqual(output_b_controller.get(), "bar")
script_test_imports = """
import inspect
import math
my_lambda = lambda x: x
code_len = len(inspect.getsource(my_lambda))
def setup(db):
db.outputs.output_a = code_len
def compute(db):
db.outputs.output_b = f'{math.pi:.2f}'"""
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", script_test_imports),
},
)
await controller.evaluate(graph)
self.assertEqual(output_a_controller.get(), 24)
self.assertEqual(output_b_controller.get(), "3.14")
await controller.evaluate(graph)
self.assertEqual(output_b_controller.get(), "3.14")
script_test_classes = """
class MyClass:
def __init__(self, value):
self.value = value
def get_value(self):
return self.value
@staticmethod
def get_num():
return 123
my_variable = MyClass('foo')
def setup(db):
db.outputs.output_a = MyClass.get_num()
def compute(db):
db.outputs.output_b = my_variable.get_value()
my_variable.value = 'bar'"""
controller.edit(
"/TestGraph",
{
keys.SET_VALUES: ("Script.inputs:script", script_test_classes),
},
)
await controller.evaluate(graph)
self.assertEqual(output_a_controller.get(), 123)
self.assertEqual(output_b_controller.get(), "foo")
await controller.evaluate(graph)
self.assertEqual(output_b_controller.get(), "bar")
| 13,237 | Python | 35.874652 | 120 | 0.576641 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_helpers.py | """Tests related to the helper scripts"""
import json
import re
from contextlib import suppress
from pathlib import Path
from typing import Dict, Optional, Union
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.graph.tools as ogt
import omni.graph.tools.ogn as ogn
import omni.kit
import omni.usd
from omni.graph.core.typing import NodeType_t
from pxr import Sdf, Usd
# ==============================================================================================================
# Iteration helpers
GRAPH_BY_GRAPH = "og.Graph"
GRAPH_BY_PATH = "path"
GRAPH_BY_SDF_PATH = "Sdf path"
GRAPH_NONE = "None"
GRAPH_LOOKUPS = [GRAPH_BY_GRAPH, GRAPH_BY_PATH, GRAPH_BY_SDF_PATH, GRAPH_NONE]
NODE_BY_NODE = "og.Node"
NODE_BY_PATH = "path"
NODE_BY_USD_PRIM = "Usd.Prim"
NODE_NONE = "None"
NODE_BY_TUPLE = "tuple"
NODE_LOOKUPS = [NODE_BY_NODE, NODE_BY_PATH, NODE_BY_USD_PRIM, NODE_NONE, NODE_BY_TUPLE]
NODE_TYPE_BY_NODE = "og.Node"
NODE_TYPE_BY_USD_PRIM = "Usd.Prim"
NODE_TYPE_BY_NAME = "name"
NODE_TYPE_BY_NODE_TYPE = "og.NodeType"
NODE_TYPE_LOOKUPS = [NODE_TYPE_BY_NODE, NODE_TYPE_BY_NAME, NODE_TYPE_BY_USD_PRIM, NODE_TYPE_BY_NODE_TYPE]
ATTRIBUTE_BY_ATTRIBUTE = "og.Attribute"
ATTRIBUTE_BY_PATH = "path"
ATTRIBUTE_BY_SDF_PATH = "Sdf.Path"
ATTRIBUTE_BY_USD_ATTRIBUTE = "Usd.Attribute"
ATTRIBUTE_BY_TUPLE = "tuple"
ATTRIBUTE_LOOKUPS = [
ATTRIBUTE_BY_ATTRIBUTE,
ATTRIBUTE_BY_PATH,
ATTRIBUTE_BY_SDF_PATH,
ATTRIBUTE_BY_USD_ATTRIBUTE,
ATTRIBUTE_BY_TUPLE,
]
# ==============================================================================================================
class TestHelpers(ogts.OmniGraphTestCase):
"""Testing to ensure OGN helpers work"""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.outer_graph1_path = None
self.outer_graph2_path = None
self.inner_graph1_1_path = None
self.inner_graph1_2_path = None
self.inner_graph2_1_path = None
self.inner_graph2_2_path = None
self.graph_paths = None
self.node1_path = None
self.node2_path = None
self.node3_path = None
self.node4_path = None
self.node5_path = None
self.node1_1_path = None
self.node1_2_path = None
self.node2_1_path = None
self.node2_2_path = None
self.node_paths = None
self.attribute1_path = None
self.attribute2_path = None
self.attribute1_1_path = None
self.attribute1_2_path = None
self.attribute2_1_path = None
self.attribute2_2_path = None
self.attribute1_target_input_path = None
self.attribute1_target_output_path = None
self.attribute1_bundle_input_path = None
self.attribute_paths = None
self.variable_bool_name = None
self.variable_float_name = None
self.variable_double_name = None
self.variable_names = None
# --------------------------------------------------------------------------------------------------------------
async def __populate_data(self):
"""
Read in the test file and populate the local variables to use for testing.
Note that this test file has graph prims whose parents are other graph
prims, i.e., the old subgraphs. While these are no longer supported (will not
evaluate), we still keep this test file as-is in to ensure that the helper
scripts continue to operate correctly even in situations that, while technically
authorable, are no longer officially supported in OG.
"""
(result, error) = await ogts.load_test_file("TestObjectIdentification.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
self.outer_graph1_path = "/World/OuterGraph1"
self.outer_graph2_path = "/World/OuterGraph2"
self.inner_graph1_1_path = f"{self.outer_graph1_path}/InnerGraph1"
self.inner_graph1_2_path = f"{self.outer_graph1_path}/InnerGraph2"
self.inner_graph2_1_path = f"{self.outer_graph2_path}/InnerGraph1"
self.inner_graph2_2_path = f"{self.outer_graph2_path}/InnerGraph2"
self.graph_paths = [
self.outer_graph1_path,
self.outer_graph2_path,
self.inner_graph1_1_path,
self.inner_graph1_2_path,
self.inner_graph2_1_path,
self.inner_graph2_2_path,
]
self.node1_path = f"{self.outer_graph1_path}/constant_bool"
self.node2_path = f"{self.outer_graph2_path}/constant_double"
self.node3_path = f"{self.outer_graph1_path}/constant_prims"
self.node4_path = f"{self.outer_graph1_path}/get_prims_at_path"
self.node5_path = f"{self.outer_graph1_path}/extract_bundle"
self.node1_1_path = f"{self.inner_graph1_1_path}/constant_float"
self.node1_2_path = f"{self.inner_graph1_2_path}/constant_int"
self.node2_1_path = f"{self.inner_graph2_1_path}/constant_uint"
self.node2_2_path = f"{self.inner_graph2_2_path}/constant_uint64"
self.node_paths = [
self.node1_path,
self.node2_path,
self.node3_path,
self.node4_path,
self.node5_path,
self.node1_1_path,
self.node1_2_path,
self.node2_1_path,
self.node2_2_path,
]
self.attribute1_path = f"{self.node1_path}.inputs:value"
self.attribute2_path = f"{self.node2_path}.inputs:value"
self.attribute1_1_path = f"{self.node1_1_path}.inputs:value"
self.attribute1_2_path = f"{self.node1_2_path}.inputs:value"
self.attribute2_1_path = f"{self.node2_1_path}.inputs:value"
self.attribute2_2_path = f"{self.node2_2_path}.inputs:value"
# additional attributes of relationship types
self.attribute1_target_input_path = f"{self.node3_path}.inputs:value"
self.attribute1_target_output_path = f"{self.node4_path}.outputs:prims"
self.attribute1_bundle_input_path = f"{self.node5_path}.inputs:bundle"
self.attribute_paths = [
self.attribute1_path,
self.attribute2_path,
self.attribute1_1_path,
self.attribute1_2_path,
self.attribute2_1_path,
self.attribute2_2_path,
self.attribute1_target_input_path,
self.attribute1_target_output_path,
self.attribute1_bundle_input_path,
]
self.variable_bool_name = "variable_bool"
self.variable_float_name = "variable_float"
self.variable_double_name = "variable_double"
self.variable_names = [
self.variable_bool_name,
self.variable_float_name,
self.variable_double_name,
]
# --------------------------------------------------------------------------------------------------------------
@staticmethod
def __graph_id_from_path(graph_path: str, lookup_type: str) -> Union[str, Sdf.Path, og.Graph, None]:
"""Return a typed graph lookup value based on the lookup requested"""
if lookup_type == GRAPH_BY_GRAPH:
return og.get_graph_by_path(graph_path)
if lookup_type == GRAPH_BY_PATH:
return graph_path
if lookup_type == GRAPH_BY_SDF_PATH:
return Sdf.Path(graph_path)
return None
# --------------------------------------------------------------------------------------------------------------
@staticmethod
def __node_id_from_path(node_path: str, lookup_type: str) -> Union[str, Usd.Prim, og.Node, None]:
"""Return a typed node lookup value based on the lookup requested"""
if lookup_type == NODE_BY_NODE:
return og.get_node_by_path(node_path)
if lookup_type == NODE_BY_PATH:
return node_path
if lookup_type == NODE_BY_USD_PRIM:
return omni.usd.get_context().get_stage().GetPrimAtPath(node_path)
return None
# --------------------------------------------------------------------------------------------------------------
@staticmethod
def __node_type_id_from_info(type_name: str, node_type: og.NodeType, node: og.Node, lookup_type: str) -> NodeType_t:
"""Return a typed node type lookup value based on the lookup requested"""
if lookup_type == NODE_TYPE_BY_NODE:
return node
if lookup_type == NODE_TYPE_BY_NODE_TYPE:
return node_type
if lookup_type == NODE_TYPE_BY_NAME:
return og.get_node_type(type_name).get_node_type()
if lookup_type == NODE_TYPE_BY_USD_PRIM:
return omni.usd.get_context().get_stage().GetPrimAtPath(node.get_prim_path())
return None
# --------------------------------------------------------------------------------------------------------------
@staticmethod
def __attribute_id_from_path(
attribute_path: str, attribute_type: str, node: Optional[og.Node] = None
) -> Union[str, Usd.Attribute, og.Attribute, None]:
"""Return a typed attribute lookup value based on the lookup requested.
Args:
attribute_path: Absolute (if node is None) or relative (if node is not None) path to attribute
attribute_type: ID type to return that represents the attribute
node: Optional node to which the attribute belongs
Returns:
ID type requested that corresponds to the attribute that was found
Raises:
og.OmniGraphError if the attribute configuration information does not provide a unique lookup location
"""
(node_path, attribute_relative_path) = attribute_path.split(".")
if not attribute_relative_path:
# No separator means the path is a relative attribute path and the node must be specified, and contain
# the attribute passed in.
if node is None:
raise og.OmniGraphError(f"Relative attribute path {attribute_path} requires a node to resolve")
attribute_relative_path = node_path
node_path = node.get_prim_path()
else:
node_lookup = og.get_node_by_path(node_path)
try:
node_lookup_handle = node_lookup.get_handle() if node_lookup is not None else None
except AttributeError as error:
raise og.OmniGraphError(
f"Node extracted from attribute path '{attribute_path}' was not a valid og.Node"
) from error
# If a node was specified, and was also a part of the attribute path, make sure they match
if node is not None:
try:
node_handle = node.get_handle()
except AttributeError as error:
raise og.OmniGraphError(f"Node description passed in ({node}) was not a valid og.Node") from error
if node_lookup is None or node_handle != node_lookup_handle:
raise og.OmniGraphError(
f"Node extracted from attribute path '{attribute_path}' "
"did not match the node passed in {node.get_prim_path()}"
)
else:
node = node_lookup
if attribute_type == ATTRIBUTE_BY_ATTRIBUTE:
if not node.get_attribute_exists(attribute_relative_path):
raise og.OmniGraphError(f"No attribute {attribute_relative_path} exists on node {node.get_prim_path()}")
return node.get_attribute(attribute_relative_path)
if attribute_type == ATTRIBUTE_BY_PATH:
return f"{node_path}.{attribute_relative_path}"
if attribute_type == ATTRIBUTE_BY_SDF_PATH:
return Sdf.Path(f"{node_path}.{attribute_relative_path}")
if attribute_type == ATTRIBUTE_BY_USD_ATTRIBUTE:
return (
omni.usd.get_context().get_stage().GetPropertyAtPath(Sdf.Path(f"{node_path}.{attribute_relative_path}"))
)
return None
# --------------------------------------------------------------------------------------------------------------
def __test_graph_lookup(self, graphs: Dict[str, og.Graph]):
"""Run the test on this method that looks up a graph from identifying information.
def graph(cls, graph_id: GraphSpecs_t) -> Union[og.Graph, List[og.Graph]]:
Args:
graphs: Dictionary of path:graph for expected graphs being looked up
"""
# Test graph lookup
for path, graph in graphs.items():
for lookup in GRAPH_LOOKUPS:
graph_lookup = og.ObjectLookup.graph(self.__graph_id_from_path(path, lookup))
lookup_msg = f"Looking up graph {path} by {lookup}"
if lookup == GRAPH_NONE:
self.assertIsNone(graph_lookup, lookup_msg)
else:
self.assertIsNotNone(graph_lookup, lookup_msg)
self.assertEqual(graph.get_handle(), graph_lookup.get_handle(), lookup_msg)
# Test list of graph lookup
graph_paths = list(graphs.keys())
all_graphs = og.ObjectLookup.graph(graph_paths)
for index, path in enumerate(graph_paths):
graph_lookup = all_graphs[index]
self.assertIsNotNone(graph_lookup, f"List-based lookup of graph {path}")
self.assertEqual(
graph_lookup.get_handle(), graphs[path].get_handle(), f"Lookup graph by list, item {index} = {path}"
)
# Test failing graph lookups
self.assertIsNone(og.ObjectLookup.graph(None), "Looking up None graph")
self.assertIsNone(og.ObjectLookup.graph("/NoGraph"), "Looking up unknown graph path")
self.assertIsNone(og.ObjectLookup.graph(self.node1_path), "Looking up non-graph path")
self.assertIsNone(og.ObjectLookup.graph(Sdf.Path("/NoGraph")), "Looking up unknown graph path")
self.assertIsNone(og.ObjectLookup.graph(Sdf.Path(self.node1_path)), "Looking up non-graph Sdf path")
# --------------------------------------------------------------------------------------------------------------
def __test_node_lookup(self, nodes: Dict[str, og.Node]):
"""Run the set of tests to look up nodes from identifying information using these API functions.
def node(cls, node_id: NodeSpecs_t, graph: GraphSpec_t = None) -> Union[og.Node, List[og.Node]]:
def prim(cls, node_id: NodeSpecs_t, graph: GraphSpec_t = None) -> Union[Usd.Prim, List[Usd.Prim]]:
def node_path(cls, node_id: NodeSpecs_t, graph: GraphSpec_t = None) -> Union[str, List[str]]:
Args:
nodes: Dictionary of path:node for expected nodes being looked up
"""
# Test various node lookups
for graph_lookup_type in GRAPH_LOOKUPS:
for path, node in nodes.items():
graph_path = node.get_graph().get_path_to_graph()
graph_id = self.__graph_id_from_path(graph_path, graph_lookup_type)
for lookup in NODE_LOOKUPS:
# Looking up a node without a node identifier is not possible
if lookup == NODE_NONE:
continue
# If a node spec requires a graph and there isn't one then skip it (it will be tested below)
if lookup in [NODE_BY_PATH, NODE_BY_TUPLE] and graph_id is None:
continue
if lookup == NODE_BY_TUPLE:
(graph, node_path) = og.ObjectLookup.split_graph_from_node_path(path)
node_lookup = og.ObjectLookup.node((node_path, graph))
else:
node_id = self.__node_id_from_path(path, lookup)
node_lookup = og.ObjectLookup.node(node_id, graph_id)
lookup_msg = (
f"Looking up node {path} by {lookup} in graph {graph_path} found by {graph_lookup_type}"
)
if lookup == NODE_NONE:
self.assertIsNone(node_lookup, lookup_msg)
else:
self.assertIsNotNone(node_lookup, lookup_msg)
self.assertEqual(node.get_handle(), node_lookup.get_handle(), lookup_msg)
if graph_lookup_type == GRAPH_NONE:
prim_lookup = og.ObjectLookup.prim(node_id)
if lookup == NODE_NONE:
self.assertIsNone(prim_lookup, lookup_msg)
else:
self.assertIsNotNone(prim_lookup, lookup_msg)
self.assertEqual(node.get_prim_path(), prim_lookup.GetPrimPath(), lookup_msg)
node_path_lookup = og.ObjectLookup.node_path(node_id)
if lookup == NODE_NONE:
self.assertIsNone(node_path_lookup, lookup_msg)
else:
self.assertIsNotNone(node_path_lookup, lookup_msg)
self.assertEqual(node.get_prim_path(), node_path_lookup, lookup_msg)
# Test list of node lookups
node_paths = list(nodes.keys())
all_nodes = og.ObjectLookup.node(node_paths)
for index, path in enumerate(node_paths):
node_lookup = all_nodes[index]
self.assertIsNotNone(node_lookup, f"List-based lookup of node {path}")
self.assertEqual(
node_lookup.get_handle(), nodes[path].get_handle(), f"Lookup by node, item {index} = {path}"
)
# Test failing node lookups
with self.assertRaises(og.OmniGraphValueError):
og.ObjectLookup.node(None)
for parameters in [
["/NoNode"], # Non-existent path
[self.inner_graph2_1_path], # Non-node path
[self.node1_path, og.ObjectLookup.graph(self.outer_graph2_path)], # Mismatched graph
]:
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.node(*parameters)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.prim("/NotAPrim")
# --------------------------------------------------------------------------------------------------------------
def __test_node_type_lookup(self, nodes: Dict[str, og.Node]):
"""Run the set of tests to look up node types from identifying information using this API.
def node_type(cls, type_id: NodeTypes_t) -> Union[og.NodeType, List[og.NodeType]]:
Args:
nodes: Dictionary of path:node for expected nodes being looked up
"""
node_types = [(node.get_node_type().get_node_type(), node.get_node_type(), node) for node in nodes.values()]
for name, expected_node_type, node in node_types:
self.assertTrue(expected_node_type.is_valid(), f"Checking lookup of node type {name}")
for lookup in NODE_TYPE_LOOKUPS:
lookup_msg = f"Looking up node type {name} by {lookup}"
node_type_lookup = og.ObjectLookup.node_type(
self.__node_type_id_from_info(name, expected_node_type, node, lookup)
)
self.assertIsNotNone(node_type_lookup, lookup_msg)
self.assertTrue(node_type_lookup, lookup_msg)
# Test list of node type lookups
all_lookups = [name for name, _, _ in node_types]
all_lookups += [node_type for _, node_type, _ in node_types]
all_lookups += [node for _, _, node in node_types]
all_lookups += [og.ObjectLookup.prim(node) for _, _, node in node_types]
all_node_types = og.ObjectLookup.node_type(all_lookups)
node_type_count = len(node_types)
for index, (_, node_type, _) in enumerate(node_types):
msg = f"Lookup of {all_lookups[index]} by"
self.assertEqual(all_node_types[index], node_type, f"{msg} name")
self.assertEqual(all_node_types[index + node_type_count], node_type, f"{msg} node type")
self.assertEqual(all_node_types[index + node_type_count * 2], node_type, f"{msg} node")
self.assertEqual(all_node_types[index + node_type_count * 3], node_type, f"{msg} prim")
# Test failing node type lookups
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.node_type(None)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.node_type("omni.this.type.is.invalid")
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.node_type(og.get_node_by_path("/This/Is/Not/A/Node"))
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.node_type(og.get_node_type("omni.this.type.is.invalid"))
# --------------------------------------------------------------------------------------------------------------
def __test_variable_lookup(self):
"""Run the set of tests for running variable lookup from identifying information
def variable(cls, variable_id: Variables_t) -> Union[og.IVariable, List[og.IVariable]]:
"""
graph_with_variables = og.ObjectLookup.graph(self.outer_graph1_path)
graph_without_variables = og.ObjectLookup.graph(self.outer_graph2_path)
variables = [graph_with_variables.find_variable(x) for x in self.variable_names]
variable_tuples = [(graph_with_variables, x) for x in self.variable_names]
# Test lookup of variable types
for v in variables:
self.assertTrue(bool(v))
self.assertEquals(v, og.ObjectLookup.variable(v))
self.assertEquals(v, og.ObjectLookup.variable((graph_with_variables, v.name)))
self.assertEquals(v, og.ObjectLookup.variable(v.source_path))
self.assertEquals(v, og.ObjectLookup.variable(Sdf.Path(v.source_path)))
# Test lookup with wrong graph
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.variable((graph_without_variables, v.name))
# Test lookup with wrong name
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.variable((graph_with_variables, "Variable4"))
# Test list lookup
self.assertEquals(variables, og.ObjectLookup.variable(variables))
self.assertEquals(variables, og.ObjectLookup.variable(variable_tuples))
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.variable(None)
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.variable("Invalid string")
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.variable([variables[0], "Invalid Entry"])
# --------------------------------------------------------------------------------------------------------------
def __test_attribute_lookup(self):
"""Run the set of tests to look up attributes from identifying information using this API.
def attribute(cls, attribute_id: AttributeSpecs_t, node: NodeSpec_t = None, graph: GraphSpec_t = None)
-> Union[og.Attribute, List[og.Attribute]]:
def usd_attribute(cls, attribute_id: AttributeSpecs_t) -> Union[Usd.Attribute, List[Usd.Attribute]]:
"""
# Dictionary mapping the attribute path as a string to the actual attribute
attributes = {
attribute_path: self.__attribute_id_from_path(attribute_path, ATTRIBUTE_BY_ATTRIBUTE)
for attribute_path in self.attribute_paths
}
# Dictionary mapping the attribute path as a string to the corresponding Usd.Attribute
stage = omni.usd.get_context().get_stage()
usd_attributes = {
attribute_path: stage.GetPropertyAtPath(attribute_path) for attribute_path in self.attribute_paths
}
# Test various attribute lookups
for graph_lookup_type in GRAPH_LOOKUPS: # noqa: PLR1702
for node_lookup_type in NODE_LOOKUPS:
for path, attribute in attributes.items():
graph_path = attribute.get_node().get_graph().get_path_to_graph()
graph_lookup_msg = f"graph {graph_path} found by {graph_lookup_type}"
graph_lookup = self.__graph_id_from_path(graph_path, graph_lookup_type)
node_path = attribute.get_node().get_prim_path()
node_lookup_msg = f"in node {node_path} found by {node_lookup_type}"
node_lookup = self.__node_id_from_path(node_path, node_lookup_type)
for lookup in ATTRIBUTE_LOOKUPS:
try:
node = og.ObjectLookup.node(node_lookup)
except og.OmniGraphValueError:
node = None
if lookup == ATTRIBUTE_BY_TUPLE:
# The tuple lookup only works with valid nodes
if node is None:
continue
attribute_lookup = og.ObjectLookup.attribute((attribute.get_name(), node))
usd_property_lookup = og.ObjectLookup.usd_property((attribute.get_name(), node))
else:
attribute_id = self.__attribute_id_from_path(path, lookup, node)
attribute_lookup = og.ObjectLookup.attribute(attribute_id, node_lookup, graph_lookup)
if node_lookup is None and graph_lookup is None:
usd_property_lookup = og.ObjectLookup.usd_property(attribute_id)
else:
# We have to catch the case of the lookup being None so use a different value to
# flag the fact that this combination doesn't require testing of Usd.Attribute lookup
usd_property_lookup = ""
lookup_msg = f"Looking up attribute {path} by {lookup} {node_lookup_msg} {graph_lookup_msg}"
self.assertIsNotNone(usd_property_lookup, lookup_msg)
self.assertEqual(attribute.get_handle(), attribute_lookup.get_handle(), lookup_msg)
lookup_msg = lookup_msg.replace("attribute", "Usd.Attribute")
usd_attribute = usd_attributes[path]
self.assertIsNotNone(attribute_lookup, lookup_msg)
if usd_property_lookup != "":
self.assertEqual(usd_attribute.GetPath(), usd_property_lookup.GetPath(), lookup_msg)
# Test list of attribute lookups
attribute_paths = list(attributes.keys())
all_attributes = og.ObjectLookup.attribute(attribute_paths)
for index, path in enumerate(attribute_paths):
attribute_lookup = all_attributes[index]
self.assertIsNotNone(attribute_lookup, f"List-based lookup of attribute {path}")
self.assertEqual(
attribute_lookup.get_handle(),
attributes[path].get_handle(),
f"Lookup by attribute, item {index} = {path}",
)
# Test failing attribute lookups
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(None) # None is illegal
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(f"{self.node1_path}.FooBar") # Non-existent attribute on legal node
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(self.inner_graph2_1_path) # Non-attribute path
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute(self.attribute1_path, self.node1_1_path) # Mismatched node
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute(None) # None is illegal
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute(f"{self.node1_path}.FooBar") # Non-existent attribute on legal node
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute(self.inner_graph2_1_path) # Non-attribute path
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.usd_attribute((self.attribute1_path, self.node1_1_path)) # Mismatched node
# --------------------------------------------------------------------------------------------------------------
async def test_object_identification(self):
"""Test operation of the utility class that identifies nodes, attributes, and graphs from a variety of inputs.
This is the structure of the relevant parts of the test file:
def Xform "World"
def OmniGraph "OuterGraph1"
custom bool graph:variable:var_bool
def OmniGraph "InnerGraph1"
def OmniGraphNode "constant_float"
custom float inputs:value
def OmniGraph "InnerGraph2"
def OmniGraphNode "constant_int"
custom int inputs:value
def OmniGraphNode "constant_bool"
custom bool inputs:value
def OmniGraph "OuterGraph2"
def OmniGraphNode "constant_double"
custom double inputs:value
def ComputeGraph "InnerGraph1"
def OmniGraphNode "constant_uint"
custom uint inputs:value
def ComputeGraph "InnerGraph2"
def OmniGraphNode "constant_uint64"
custom uint64 inputs:value
"""
await self.__populate_data()
# Dictionary mapping the graph path as a string to the actual graph
graphs = {graph_path: self.__graph_id_from_path(graph_path, GRAPH_BY_GRAPH) for graph_path in self.graph_paths}
# Make sure all of the expected graphs from the file were found
for path, graph in graphs.items():
self.assertIsNotNone(graph, f"Graph at {path}")
# Dictionary mapping the node path as a string to the actual node
nodes = {node_path: self.__node_id_from_path(node_path, NODE_BY_NODE) for node_path in self.node_paths}
# Make sure all of the excpected node paths from the file were found
for path, node in nodes.items():
self.assertIsNotNone(node, f"Node at {path}")
# Make sure the nodes belong to their expected graph
nodes_graph = {node: node.get_graph() for node in nodes.values()}
for node, graph in nodes_graph.items():
self.assertIsNotNone(graph, f"Graph of node {node.get_prim_path()}")
node_lookup = graph.get_node(node.get_prim_path())
self.assertIsNotNone(node_lookup, f"Lookup in graph of node {node.get_prim_path()}")
self.assertEqual(node.get_handle(), node_lookup.get_handle(), f"Node {node.get_prim_path()} matches lookup")
self.__test_graph_lookup(graphs)
self.__test_node_lookup(nodes)
self.__test_attribute_lookup()
self.__test_node_type_lookup(nodes)
self.__test_variable_lookup()
# --------------------------------------------------------------------------------------------------------------
async def test_attribute_type_identification(self):
"""The attribute type ID does not rely on file contents so it can be tested in isolation."""
# AttributeType_t = Union[str, og.Type]
# def attribute_type(cls, type_id: AttributeType_t) -> og.Type:
attribute_types = {
type_name: og.AttributeType.type_from_ogn_type_name(type_name)
for type_name in ogn.supported_attribute_type_names()
}
# The list of all legal types
for type_name, attr_type in attribute_types.items():
type_from_string = og.ObjectLookup.attribute_type(type_name)
self.assertEqual(attr_type, type_from_string, f"Type from string {type_name}")
type_from_type = og.ObjectLookup.attribute_type(attr_type)
self.assertEqual(attr_type, type_from_type, f"Type from string {type_name}")
# Illegal type names and types
for illegal_type in [
"dubble",
"double[5]",
og.Type(og.BaseDataType.ASSET),
og.Type(og.BaseDataType.TAG),
og.Type(og.BaseDataType.PRIM),
og.Type(og.BaseDataType.DOUBLE, 5),
og.Type(og.BaseDataType.PRIM, 1, 1),
og.Type(og.BaseDataType.INT, 3, 0, og.AttributeRole.COLOR),
]:
if isinstance(illegal_type, og.Type):
self.assertFalse(og.AttributeType.is_legal_ogn_type(illegal_type))
with self.assertRaises(og.OmniGraphError):
og.ObjectLookup.attribute_type(illegal_type)
# --------------------------------------------------------------------------------------------------------------
async def test_deprecation(self):
"""Uses the deprecation helpers to ensure the proper messaging is sent out for each type."""
(was_silenced, was_showing_stack, current_messages) = (
ogt.DeprecateMessage.SILENCE_LOG,
ogt.DeprecateMessage.SHOW_STACK,
ogt.DeprecateMessage._MESSAGES_LOGGED.copy(), # noqa: PLW0212
)
ogt.DeprecateMessage.SILENCE_LOG = True
ogt.DeprecateMessage.SHOW_STACK = True
ogt.DeprecateMessage.clear_messages()
try:
def __has_deprecation(pattern: str, expected_count: int) -> bool:
"""Returns True if the pattern appears in the deprecation messages the given number of times"""
return (
sum(
match is not None
for match in [
re.search(pattern, message)
for message in ogt.DeprecateMessage._MESSAGES_LOGGED # noqa: PLW0212
]
)
== expected_count
)
class NewClass:
CLASS_MEMBER = 1
def __init__(self, value: int):
self._ro_value = value
self._rw_value = value * 2
@classmethod
def class_method(cls):
pass
@staticmethod
def static_method():
pass
def regular_method(self):
pass
@property
def ro_property(self):
return self._ro_value
@property
def rw_property(self):
return self._rw_value
@rw_property.setter
def rw_property(self, value):
self._rw_value = value
@ogt.DeprecatedClass("Use NewClass")
class DeadClass:
pass
renamed_class = ogt.RenamedClass(NewClass, "OldName", "Renamed to NewClass")
@ogt.deprecated_function("Use new_function")
def old_function():
return 7
self.assertFalse(
ogt.DeprecateMessage._MESSAGES_LOGGED, "Defining deprecations should not log messages" # noqa: PLW0212
)
dead_class = DeadClass()
self.assertIsNotNone(dead_class)
self.assertTrue(__has_deprecation(".*Use NewClass", 1), "Instantiated a deprecated class")
ogt.DeprecateMessage.clear_messages()
for dead_class in [renamed_class, renamed_class(5)]:
self.assertIsNotNone(dead_class)
self.assertTrue(isinstance(dead_class, NewClass))
self.assertTrue(callable(dead_class.class_method))
self.assertTrue(callable(dead_class.static_method))
self.assertTrue(callable(dead_class.regular_method))
if dead_class.__class__.__name__ == "NewClass":
self.assertEqual(dead_class.ro_property, 5)
self.assertEqual(dead_class.rw_property, 10)
dead_class.rw_property = 11
self.assertEqual(dead_class.rw_property, 11)
self.assertEqual(dead_class.CLASS_MEMBER, 1)
self.assertTrue(
__has_deprecation(".*Renamed to NewClass", 2),
f"Accessing a renamed class {ogt.DeprecateMessage.messages_logged}",
)
ogt.DeprecateMessage.clear_messages()
dead_value = old_function()
self.assertEqual(dead_value, 7, "Return value from a deprecated function")
self.assertTrue(__has_deprecation("old_function.*Use new_function", 1), "Called a deprecated function")
ogt.DeprecateMessage.clear_messages()
from .deprecated_module import test_function
test_function()
self.assertTrue(
__has_deprecation("deprecated_module.*import omni.graph.core", 1), "Importing a deprecated module"
)
finally:
import sys
ogt.DeprecateMessage.SILENCE_LOG = was_silenced
ogt.DeprecateMessage.SHOW_STACK = was_showing_stack
ogt.DeprecateMessage._MESSAGES_LOGGED = current_messages # noqa: PLW0212
with suppress(AttributeError):
del omni.graph.test.tests.deprecated_module
sys.modules.pop("omni.graph.test.tests.deprecated_module")
# --------------------------------------------------------------------------------------------------------------
async def test_inspector_format(self):
"""Dumps out graph and Fabric contents for a sample file, just to make sure the format stays legal. This
does not test any of the semantics of the data, only that it will produce legal .json data.
"""
await self.__populate_data()
# Check the dump of the Fabric data
contents = None
try:
context = og.get_compute_graph_contexts()[0]
contents = og.OmniGraphInspector().as_json(context)
json.loads(contents)
except json.JSONDecodeError as error:
self.assertFalse(True, f"Formatting of Fabric data inspection is not legal JSON ({error}) - {contents}")
# Check the dump of the graph structure
contents = None
try:
for graph in og.get_all_graphs():
contents = og.OmniGraphInspector().as_json(graph)
json.loads(contents)
except json.JSONDecodeError as error:
self.assertFalse(True, f"Formatting of Fabric data inspection is not legal JSON ({error}) - {contents}")
# --------------------------------------------------------------------------------------------------------------
async def test_extension_versions_match(self):
"""Checks to make sure the core versions cited in CHANGELOG.md and extensions.toml match."""
extension_manager = omni.kit.app.get_app().get_extension_manager()
for extension_name in [
"omni.graph",
"omni.graph.tools",
"omni.graph.examples.cpp",
"omni.graph.examples.python",
"omni.graph.nodes",
"omni.graph.tutorials",
"omni.graph.action",
"omni.graph.scriptnode",
"omni.inspect",
]:
# Find the canonical extension of the core, which will come from extension.toml
enabled_version = None
for version in extension_manager.fetch_extension_versions(extension_name):
if version["enabled"]:
sem_ver = version["version"]
enabled_version = f"{sem_ver[0]}.{sem_ver[1]}.{sem_ver[2]}"
extension_path = Path(version["path"])
self.assertIsNotNone(enabled_version, f"Failed to find enabled version of {extension_name}")
# Find the latest version in the changelog and make sure it matches the enabled version
re_version_changelog = re.compile(
r"##\s*\[([0-9]+\.[0-9]+\.[0-9]+)\]\s*-\s*[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]\s*"
)
changelog_path = extension_path / "docs" / "CHANGELOG.md"
self.assertTrue(changelog_path.is_file(), f"Changelog file {changelog_path} not found")
changelog_version = None
with open(changelog_path, "r", encoding="utf-8") as log_fd:
for line in log_fd:
version_match = re_version_changelog.match(line)
if version_match:
changelog_version = version_match.group(1)
break
self.assertEqual(enabled_version, changelog_version, f"Mismatch in versions of {changelog_path}")
| 41,187 | Python | 48.386091 | 120 | 0.564766 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_dynamic_attributes.py | """Tests related to the dynamic attribute Python interface generation feature"""
import carb
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit
from omni.graph.tools._impl.node_generator.attributes.naming import CPP_KEYWORDS, PYTHON_KEYWORDS, SAFE_CPP_KEYWORDS
from pxr import UsdGeom
# ==============================================================================================================
class TestDynamicAttributes(ogts.OmniGraphTestCase):
"""Testing to ensure dynamic attributes works"""
TEST_GRAPH_PATH = "/World/TestGraph"
# --------------------------------------------------------------------------------------------------------------
async def __test_dynamic_attributes(self, node_type: str):
"""Test basic creation and interaction with the dynamic attribute accessors, used in the test node compute"""
controller = og.Controller()
keys = og.Controller.Keys
(test_graph, _, _, _) = controller.edit(self.TEST_GRAPH_PATH)
async def test_helper(create_usd):
node_path = f"{self.TEST_GRAPH_PATH}/TestNode{create_usd}"
og.cmds.CreateNode(
graph=test_graph,
node_path=node_path,
node_type=f"omni.graph.tutorials.{node_type}",
create_usd=create_usd,
)
test_node = controller.node(node_path)
self.assertTrue(test_node.is_valid())
controller.edit(test_graph, {keys.SET_VALUES: (("inputs:value", test_node), 127)})
output = controller.attribute("outputs:result", test_node)
# Although this test only requires a single node it cannot be done via the .ogn test generator as it
# needs to perform dynamic attribute manipulation between evaluations.
# First test confirms the initial value is copied unchanged
await controller.evaluate(test_graph)
self.assertEqual(127, og.Controller.get(output))
# Second test adds a bit manipulator and confirms the bit it defines is manipulated properly
self.assertTrue(test_node.create_attribute("inputs:firstBit", og.Type(og.BaseDataType.UINT)))
controller.edit(test_graph, {keys.SET_VALUES: (("inputs:firstBit", test_node), 3)})
await controller.evaluate(test_graph)
self.assertEqual(119, og.Controller.get(output))
# Third test adds a second bit manipulator and confirms that both bits are manipulated properly
self.assertTrue(test_node.create_attribute("inputs:secondBit", og.Type(og.BaseDataType.UINT)))
controller.edit(test_graph, {keys.SET_VALUES: (("inputs:secondBit", test_node), 7)})
await controller.evaluate(test_graph)
self.assertEqual(247, og.Controller.get(output))
# Fourth test removes the first bit manipulator and confirms the output adapts accordingly
self.assertTrue(test_node.remove_attribute("inputs:firstBit"))
await controller.evaluate(test_graph)
self.assertEqual(255, og.Controller.get(output))
# Fifth test alters the value of the modified bit and confirms the output adapts accordingly
controller.edit(test_graph, {keys.SET_VALUES: (("inputs:secondBit", test_node), 4)})
await controller.evaluate(test_graph)
self.assertEqual(111, og.Controller.get(output))
# Final test adds in the inversion attribute, with timecode role solely for the sake of checking role access
self.assertTrue(
test_node.create_attribute(
"inputs:invert", og.Type(og.BaseDataType.FLOAT, 1, 0, og.AttributeRole.TIMECODE)
)
)
await controller.evaluate(test_graph)
self.assertEqual(0xFFFFFFFF - 111, og.Controller.get(output))
await test_helper(True)
await test_helper(False)
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_attributes_py(self):
"""Test basic creation and interaction with the dynamic attribute accessors for the Python implementation"""
await self.__test_dynamic_attributes("DynamicAttributesPy")
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_attributes_bundle(self):
"""Test basic creation and interaction with a bundle dynamic attribute"""
controller = og.Controller()
keys = og.Controller.Keys
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube = ogts.create_cube(stage, "World/Cube", (1, 1, 1))
UsdGeom.Xformable(cube).AddTranslateOp()
(_, nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("ReadPrimsBundle", "omni.graph.nodes.ReadPrimsBundle"),
("ExtractPrim", "omni.graph.nodes.ExtractPrim"),
("Script", "omni.graph.scriptnode.ScriptNode"),
],
keys.SET_VALUES: [
("ReadPrimsBundle.inputs:usePaths", True),
("ReadPrimsBundle.inputs:primPaths", {"value": "/World/Cube", "type": "path"}),
("ExtractPrim.inputs:primPath", "/World/Cube"),
],
keys.CONNECT: [
("ReadPrimsBundle.outputs_primsBundle", "ExtractPrim.inputs:prims"),
],
},
)
# creates some attributes on the script node
script = nodes[2]
matrix_type = og.Type(og.BaseDataType.DOUBLE, 16, 0, og.AttributeRole.MATRIX)
self.assertTrue(
script.create_attribute(
"inputs:bundle", og.Type(og.BaseDataType.RELATIONSHIP, 1, 0, og.AttributeRole.BUNDLE)
)
)
self.assertTrue(
script.create_attribute("outputs:matrix", matrix_type, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
)
# connect them
controller.edit("/TestGraph", {keys.CONNECT: ("ExtractPrim.outputs_primBundle", "Script.inputs:bundle")})
# set a script that extract the matrix
s = 'db.outputs.matrix = db.inputs.bundle.get_attribute_by_name("worldMatrix").get()'
controller.edit("/TestGraph", {keys.SET_VALUES: ("Script.inputs:script", s)})
# evaluate
await controller.evaluate()
# check that we have a matrix
matrix_attr = controller.attribute("outputs:matrix", script)
matrix_val = matrix_attr.get()
self.assertEqual(matrix_val[12], 0)
self.assertEqual(matrix_val[13], 0)
self.assertEqual(matrix_val[14], 0)
attr = cube.GetAttribute("xformOp:translate")
attr.Set((2, 3, 4))
# evaluate
await controller.evaluate()
# check that we have a new matrix
matrix_val = matrix_attr.get()
self.assertEqual(matrix_val[12], 2)
self.assertEqual(matrix_val[13], 3)
self.assertEqual(matrix_val[14], 4)
# ----------------------------------------------------------------------
async def test_deprecated_dynamic_attributes_deprecated_bundle(self):
"""Test basic creation and interaction with a bundle dynamic attribute
This is a backward compatibility test for deprecated ReadPrim.
"""
controller = og.Controller()
keys = og.Controller.Keys
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
cube = ogts.create_cube(stage, "World/Cube", (1, 1, 1))
UsdGeom.Xformable(cube).AddTranslateOp()
(_, nodes, _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("ReadPrimBundle", "omni.graph.nodes.ReadPrimBundle"),
("ExtractBundle", "omni.graph.nodes.ExtractBundle"),
("Script", "omni.graph.scriptnode.ScriptNode"),
],
keys.SET_VALUES: [
("ReadPrimBundle.inputs:usePath", True),
("ReadPrimBundle.inputs:primPath", "/World/Cube"),
],
keys.CONNECT: [
("ReadPrimBundle.outputs_primBundle", "ExtractBundle.inputs:bundle"),
],
},
)
# creates some attributes on the script node
script = nodes[2]
matrix_type = og.Type(og.BaseDataType.DOUBLE, 16, 0, og.AttributeRole.MATRIX)
self.assertTrue(
script.create_attribute(
"inputs:bundle", og.Type(og.BaseDataType.RELATIONSHIP, 1, 0, og.AttributeRole.BUNDLE)
)
)
self.assertTrue(
script.create_attribute("outputs:matrix", matrix_type, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
)
# connect them
controller.edit("/TestGraph", {keys.CONNECT: ("ExtractBundle.outputs_passThrough", "Script.inputs:bundle")})
# set a script that extract the matrix
s = 'db.outputs.matrix = db.inputs.bundle.get_attribute_by_name("worldMatrix").get()'
controller.edit("/TestGraph", {keys.SET_VALUES: ("Script.inputs:script", s)})
# evaluate
await controller.evaluate()
# check that we have a matrix
matrix_attr = controller.attribute("outputs:matrix", script)
matrix_val = matrix_attr.get()
self.assertEqual(matrix_val[12], 0)
self.assertEqual(matrix_val[13], 0)
self.assertEqual(matrix_val[14], 0)
attr = cube.GetAttribute("xformOp:translate")
attr.Set((2, 3, 4))
# evaluate
await controller.evaluate()
# check that we have a new matrix
matrix_val = matrix_attr.get()
self.assertEqual(matrix_val[12], 2)
self.assertEqual(matrix_val[13], 3)
self.assertEqual(matrix_val[14], 4)
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_attributes_cpp(self):
"""Test basic creation and interaction with the dynamic attribute accessors for the C++ implementation"""
await self.__test_dynamic_attributes("DynamicAttributes")
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_attribute_load(self):
"""Test basic creation and interaction with the dynamic attribute accessors, used in the test node compute"""
(result, error) = await ogts.load_test_file("TestDynamicAttributes.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
controller = og.Controller()
keys = og.Controller.Keys
# The files each contain a set of test nodes in the different configurations of their dynamic attributes.
# The name indicates which dynamic attributes exist on the node, similar to what the above test uses.
# Test data is a list of five elements:
# Node to test
# Should the firstBit attribute be present?
# Should the secondBit attribute be present?
# Should the invert attribute be present?
# Expected output value when the input is set to 127
test_data = [
["/graph/NoDynamicAttributes", False, False, False, 127],
["/graph/OnlyFirst", True, False, False, 119],
["/graph/FirstAndSecond", True, True, False, 103],
["/graph/SecondInvert", False, True, True, 0xFFFFFFFF - 111],
["/graph/NoDynamicAttributesPy", False, False, False, 127],
["/graph/OnlyFirstPy", True, False, False, 119],
["/graph/FirstAndSecondPy", True, True, False, 103],
["/graph/SecondInvertPy", False, True, True, 0xFFFFFFFF - 111],
]
for node_name, first_expected, second_expected, invert_expected, result_expected in test_data:
node = controller.node(node_name)
controller.edit("/graph", {keys.SET_VALUES: (("inputs:value", node), 127)})
await controller.evaluate()
output = controller.attribute("outputs:result", node)
self.assertIsNotNone(output)
# Test for the presence of the expected dynamic attributes
attributes_actual = [a.get_name() for a in node.get_attributes()]
first_actual = "inputs:firstBit" in attributes_actual
self.assertEqual(first_actual, first_expected, f"Dynamic attribute firstBit presence in {node_name}")
second_actual = "inputs:secondBit" in attributes_actual
self.assertEqual(second_actual, second_expected, f"Dynamic attribute secondBit presence in {node_name}")
invert_actual = "inputs:invert" in attributes_actual
self.assertEqual(invert_actual, invert_expected, f"Dynamic attribute invert presence in {node_name}")
# Test the correct output value
self.assertEqual(result_expected, og.Controller.get(output))
# --------------------------------------------------------------------------------------------------------------
async def __remove_connected_attribute(self, use_controller: bool):
"""
Test what happens when removing dynamic attributes that have connections, both incoming and outgoing.
Args:
use_controller: If True then use the og.Controller methods rather than the direct commands
(This is mostly possible due to the fact that the controller and the command take the
same argument list.)
"""
controller = og.Controller()
keys = og.Controller.Keys
(_, (source_node, sink_node), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("Source", "omni.graph.tutorials.DynamicAttributesPy"),
("Sink", "omni.graph.tutorials.DynamicAttributesPy"),
]
},
)
def run_create(**kwargs):
"""Select and run the appropriate create attribute command"""
if use_controller:
return og.NodeController.create_attribute(**kwargs) is not None
if not og.cmds.CreateAttr(**kwargs)[1]:
raise og.OmniGraphError(f"Create attribute using {kwargs} failed")
return True
def run_remove(**kwargs):
"""Select and run the appropriate remove attribute command"""
if use_controller:
return og.NodeController.remove_attribute(**kwargs)
if not og.cmds.RemoveAttr(**kwargs)[1]:
raise og.OmniGraphError(f"Remove attribute using {kwargs} failed")
return True
# Set up dynamic attributes on both source and sink and connect them
self.assertTrue(
run_create(
node=source_node,
attr_name="source",
attr_type="float",
attr_port=og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
)
)
source_attr = source_node.get_attribute("outputs:source")
self.assertIsNotNone(source_attr)
self.assertTrue(
run_create(
node=sink_node,
attr_name="sink",
attr_type="float",
attr_port=og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
)
)
sink_attr = sink_node.get_attribute("inputs:sink")
self.assertIsNotNone(sink_attr)
controller.edit(self.TEST_GRAPH_PATH, {keys.CONNECT: (source_attr, sink_attr)})
self.assertEqual([source_attr], sink_attr.get_upstream_connections())
# Try to remove the source attribute, failing due to the connection existing
with self.assertRaises(og.OmniGraphError):
run_remove(attribute=source_attr)
# Remove the connections, then remove the source attribute, which should now succeed
(success, result) = og.cmds.DisconnectAllAttrs(attr=source_attr, modify_usd=True)
self.assertTrue(success, f"Disconnect all from source - {result}")
self.assertTrue(run_remove(attribute=source_attr), "Remove source")
self.assertEqual(0, sink_attr.get_upstream_connection_count())
# Restore the attribute and confirm the connection has returned
omni.kit.undo.undo()
omni.kit.undo.undo()
source_attr = source_node.get_attribute("outputs:source")
self.assertEqual(1, sink_attr.get_upstream_connection_count())
self.assertEqual(1, source_attr.get_downstream_connection_count())
# Try to remove the source attribute, failing due to the connection existing
with self.assertRaises(og.OmniGraphError):
run_remove(attribute=sink_attr)
# Remove the connection, then remove the sink attribute, which should now succeed
(success, result) = og.cmds.DisconnectAllAttrs(attr=sink_attr, modify_usd=True)
self.assertTrue(success, "Disconnect all from sink")
self.assertTrue(run_remove(attribute=sink_attr), "Remove sink")
# Restore the attribute and confirm the connection has returned
omni.kit.undo.undo()
omni.kit.undo.undo()
sink_attr = sink_node.get_attribute("inputs:sink")
self.assertEqual(1, sink_attr.get_upstream_connection_count())
self.assertEqual(1, source_attr.get_downstream_connection_count())
# Confirm that the attribute configuration hasn't changed
self.assertEqual("outputs:source", source_attr.get_name())
self.assertEqual("float", source_attr.get_type_name())
self.assertEqual(og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT, source_attr.get_port_type())
self.assertEqual(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR, source_attr.get_extended_type())
# TODO: Check on the default once it has been added
self.assertEqual(0.0, source_attr.get())
self.assertEqual("inputs:sink", sink_attr.get_name())
self.assertEqual("float", sink_attr.get_type_name())
self.assertEqual(og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT, sink_attr.get_port_type())
self.assertEqual(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR, sink_attr.get_extended_type())
# TODO: Check on the default once it has been added
self.assertEqual(0.0, sink_attr.get())
# --------------------------------------------------------------------------------------------------------------
async def test_remove_connected_attribute_by_command(self):
"""Run the dynamic attribute removal tests by direct commands"""
await self.__remove_connected_attribute(False)
# --------------------------------------------------------------------------------------------------------------
async def test_remove_connected_attribute_by_controller(self):
"""Run the dynamic attribute removal tests by using the Controller class"""
await self.__remove_connected_attribute(True)
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_extended_attribute_customdata(self):
"""Test that creating dynamic extended attribute types sets the extended types correctly"""
controller = og.Controller()
keys = og.Controller.Keys
(_, (node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("Node", "omni.graph.tutorials.DynamicAttributesPy")}
)
exec_attr = controller.create_attribute(
node,
"outputs:exec",
og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
)
any_attr = controller.create_attribute(
node,
"outputs:any",
"any",
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
None,
og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY,
)
union_attr = controller.create_attribute(
node,
"outputs:union",
"[int, double[3], float[3]]",
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
None,
(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION, ["int", "double[3]", "float[3]"]),
)
int_attr = controller.create_attribute(node, "inputs:int", "int")
stage = omni.usd.get_context().get_stage()
node_prim = stage.GetPrimAtPath(node.get_prim_path())
exec_metadata = node_prim.GetAttribute(exec_attr.get_name()).GetCustomData()
any_metadata = node_prim.GetAttribute(any_attr.get_name()).GetCustomData()
union_metadata = node_prim.GetAttribute(union_attr.get_name()).GetCustomData()
int_metadata = node_prim.GetAttribute(int_attr.get_name()).GetCustomData()
self.assertEqual(exec_metadata, {"ExecutionType": True})
self.assertEqual(any_metadata, {"ExtendedAttributeType": "Any", "omni": {"graph": {"attrType": "Any"}}})
self.assertEqual(
union_metadata,
{
"ExtendedAttributeType": "Union-->int,double[3],float[3]",
"omni": {"graph": {"attrType": "Union-->int,double[3],float[3]"}},
},
)
self.assertEqual(int_metadata, {})
# --------------------------------------------------------------------------------------------------------------
async def test_load_dynamic_extended_attribute_customdata(self):
"""The test file uses the deprecated global implicit graph so this also tests automatic conversion"""
(result, error) = await ogts.load_test_file("TestDynamicExtendedAttributes.usda", use_caller_subdirectory=True)
self.assertTrue(result, error)
controller = og.Controller()
exec_attr = controller.attribute("outputs:exec", "/__graphUsingSchemas/node")
any_attr = controller.attribute("outputs:any", "/__graphUsingSchemas/node")
union_attr = controller.attribute("outputs:union", "/__graphUsingSchemas/node")
self.assertEqual(exec_attr.get_resolved_type(), og.Type(og.BaseDataType.UINT, 1, 0, og.AttributeRole.EXECUTION))
self.assertEqual(any_attr.get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN))
self.assertEqual(union_attr.get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN))
self.assertEqual(exec_attr.get_extended_type(), og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR)
self.assertEqual(any_attr.get_extended_type(), og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
self.assertEqual(union_attr.get_extended_type(), og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
self.assertEqual(exec_attr.get_union_types(), None)
self.assertEqual(any_attr.get_union_types(), None)
self.assertEqual(union_attr.get_union_types(), ["int", "double[3]", "float[3]"])
# --------------------------------------------------------------------------------------------------------------
async def test_dynamic_attributes_memory_location(self):
"""Test that modifying the memory location of dynamic attributes changes how the data is set or retrieved"""
controller = og.Controller(undoable=False)
keys = og.Controller.Keys
(graph, (test_node, _, _, _), _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("DynamicNode", "omni.graph.test.TestDynamicAttributeMemory"),
("ArrayDefault", "omni.graph.nodes.ConstantInt"),
("ArrayNode", "omni.graph.nodes.ConstructArray"),
("SimpleDefault", "omni.graph.nodes.ConstantDouble"),
],
keys.SET_VALUES: [
("ArrayDefault.inputs:value", 1),
("ArrayNode.inputs:arraySize", 5),
("ArrayNode.inputs:arrayType", "int[]"),
("SimpleDefault.inputs:value", 4.25),
],
keys.CONNECT: [
("ArrayDefault.inputs:value", "ArrayNode.inputs:input0"),
],
},
)
await controller.evaluate()
on_gpu_attr = controller.attribute("inputs:onGpu", test_node)
use_gpu_attr = controller.attribute("inputs:gpuPtrsOnGpu", test_node)
in_verify_attr = controller.attribute("outputs:inputMemoryVerified", test_node)
out_verify_attr = controller.attribute("outputs:outputMemoryVerified", test_node)
self.assertTrue(on_gpu_attr.is_valid())
self.assertTrue(use_gpu_attr.is_valid())
self.assertTrue(in_verify_attr.is_valid())
self.assertTrue(out_verify_attr.is_valid())
# Meta-test that the test node does not give false positives when no dynamic attributes exist
self.assertFalse(controller.get(in_verify_attr))
self.assertFalse(controller.get(out_verify_attr))
# Add the dynamic attributes the test node will be looking for
in_attr = controller.create_attribute(test_node, "inputs:simple", "double")
self.assertTrue(in_attr is not None and in_attr.is_valid())
in_arr_attr = controller.create_attribute(test_node, "inputs:array", "int[]")
self.assertTrue(in_arr_attr is not None and in_arr_attr.is_valid())
out_attr = controller.create_attribute(test_node, "outputs:simple", "double")
self.assertTrue(out_attr is not None and out_attr.is_valid())
out_arr_attr = controller.create_attribute(test_node, "outputs:array", "int[]")
self.assertTrue(out_arr_attr is not None and out_arr_attr.is_valid())
controller.edit(graph, {keys.CONNECT: ("ArrayNode.outputs:array", "DynamicNode.inputs:array")})
# Run through all of the legal memory locations, verifying the input and output memory locations
for on_gpu in [False, True, True]:
for use_gpu_ptr in [False, False, True]:
controller.set(on_gpu_attr, on_gpu)
controller.set(use_gpu_attr, use_gpu_ptr)
await controller.evaluate()
self.assertTrue(controller.get(in_verify_attr), f"on_gpu={on_gpu}, use_gpu_ptr={use_gpu_ptr}")
self.assertTrue(controller.get(out_verify_attr), f"on_gpu={on_gpu}, use_gpu_ptr={use_gpu_ptr}")
# ----------------------------------------------------------------------
async def test_illegal_dynamic_attributes(self):
"""Test that attempting to create illegal attributes correctly raises an exception"""
keys = og.Controller.Keys
(_, (test_node,), _, _) = og.Controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("SimpleDefault", "omni.graph.nodes.ConstantDouble"),
],
},
)
for undoable in [False, True]:
controller = og.Controller(undoable=undoable)
# First addition works
in_attr = controller.create_attribute(test_node, "inputs:simple", "double")
self.assertTrue(in_attr is not None and in_attr.is_valid())
# Second addition raises an exception
with self.assertRaises(og.OmniGraphError):
with ogts.ExpectedError():
controller.create_attribute(test_node, "inputs:simple", "double")
# First removal works
controller.remove_attribute(in_attr)
# Second removal raises an exception
with self.assertRaises(og.OmniGraphError):
with ogts.ExpectedError():
controller.remove_attribute("inputs:simple", test_node)
# --------------------------------------------------------------------------------------------------------------
async def test_adding_keyword_attributes(self):
"""Confirm that attempting to add attributes that are language keywords is disallowed"""
controller = og.Controller()
keys = og.Controller.Keys
# The exact node type doesn't matter for this test, only that one is implemented in Python and one is C++
(_, (py_node, cpp_node), _, _) = controller.edit(
"/TestGraph",
{
keys.CREATE_NODES: [
("PyNode", "omni.graph.test.TestSubtract"),
("CppNode", "omni.graph.test.Add2IntegerArrays"),
]
},
)
# First check that the Python node types rejects attributes named for Python keywords
for kw in PYTHON_KEYWORDS:
with ogts.ExpectedError():
with self.assertRaises(ValueError):
py_node.create_attribute(f"inputs:{kw}", og.Type(og.BaseDataType.UINT))
carb.log_error(f"Incorrectly allowed addition of attribute named for Python keyword '{kw}'")
# Now do the same for the C++ nodes, which have some "safe" keywords, though they do issue a warning
for kw in CPP_KEYWORDS:
if kw in SAFE_CPP_KEYWORDS:
self.assertTrue(
cpp_node.create_attribute(f"inputs:{kw}", og.Type(og.BaseDataType.UINT)),
f"Trying to add attribute using C++ keyword '{kw}'",
)
else:
with ogts.ExpectedError():
with self.assertRaises(ValueError):
cpp_node.create_attribute(f"inputs:{kw}", og.Type(og.BaseDataType.UINT))
carb.log_error(f"Incorrectly allowed addition of attribute named for C++ keyword '{kw}'")
# --------------------------------------------------------------------------------------------------------------
async def test_output_raw_data_works(self):
"""Validate that dynamic output and state attributes accessed from the node DB allow writing the raw data pointer"""
controller = og.Controller(undoable=False)
keys = og.Controller.Keys
(graph, nodes, _, _) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("DynamicNode", "omni.graph.test.TestDynamicAttributeRawData"),
],
},
)
# Evaluate the graph once to ensure the node has a Database created
await controller.evaluate(graph)
test_node = nodes[0]
for i in range(10):
controller.create_attribute(
test_node,
f"inputs:input{i}",
og.Type(og.BaseDataType.INT),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT,
i,
)
controller.create_attribute(
test_node,
"outputs:output0",
og.Type(og.BaseDataType.INT),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT,
0,
)
controller.create_attribute(
test_node,
"state:state0",
og.Type(og.BaseDataType.INT),
og.AttributePortType.ATTRIBUTE_PORT_TYPE_STATE,
0,
)
# Act: evaluate the graph
await controller.evaluate(graph)
# Assert: read the sum output and test that the dynamic attributes were included in the computation
output_attr = controller.attribute("outputs:output0", test_node)
self.assertEqual(45, controller.get(output_attr), "The dynamic output does not have the expected value")
state_attr = controller.attribute("state:state0", test_node)
self.assertEqual(45, controller.get(state_attr), "The dynamic state does not have the expected value")
| 31,984 | Python | 47.462121 | 124 | 0.580728 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_omnigraph_all_types.py | """Tests exercising every supported OGN data type"""
from math import isnan
from pathlib import Path
from tempfile import TemporaryDirectory
from typing import Set
import carb
import numpy as np
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.graph.nodes.tests as ognts
import omni.graph.tools.ogn as ogn
import omni.kit.test
import omni.usd
# Fast lookup of matrix dimensions, to avoid sqrt call
_MATRIX_DIMENSIONS = {4: 2, 9: 3, 16: 4}
# ======================================================================
class TestOmniGraphAllTypes(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises all of the data types supported by OmniGraph.
These tests do not exercise any, union, or bundle types, which already have plenty of their own tests.
"""
# These are not part of the generated attribute pattern so they will be ignored. They could be tested separately
# but that won't add any value to the tests.
UNCHECKED_ATTRIBUTES = [
"node:type",
"node:typeVersion",
"NodeWithAllTypes",
"inputs:doNotCompute",
"inputs:a_target",
"outputs:a_target",
"state:a_target",
"inputs:a_bundle",
"outputs_a_bundle",
"state_a_bundle",
"state:a_stringEmpty",
"state:a_firstEvaluation",
]
TEST_GRAPH_PATH = "/World/TestGraph"
# ----------------------------------------------------------------------
def __attribute_type_to_name(self, attribute_type: og.Type) -> str:
"""Converts an attribute type into the canonical attribute name used by the test nodes.
The rules are:
- prefix of a_
- followed by name of attribute base type
- followed by optional _N if the component count N is > 1
- followed by optional '_array' if the type is an array
Args:
type: OGN attribute type to deconstruct
Returns:
Canonical attribute name for the attribute with the given type
"""
attribute_name = f"a_{og.Type(attribute_type.base_type, 1, 0, attribute_type.role).get_ogn_type_name()}"
attribute_name = attribute_name.replace("prim", "bundle")
if attribute_type.tuple_count > 1:
if attribute_type.role in [og.AttributeRole.TRANSFORM, og.AttributeRole.FRAME, og.AttributeRole.MATRIX]:
attribute_name += f"_{_MATRIX_DIMENSIONS[attribute_type.tuple_count]}"
else:
attribute_name += f"_{attribute_type.tuple_count}"
array_depth = attribute_type.array_depth
while array_depth > 0 and attribute_type.role not in [og.AttributeRole.TEXT, og.AttributeRole.PATH]:
attribute_name += "_array"
array_depth -= 1
return attribute_name
# ----------------------------------------------------------------------
def __types_to_test(self) -> Set[str]:
"""Returns the set of attribute type names to be tested. This consists of every type accepted by OGN,
minus a few that are tested separately"""
# "any" types need a different set of tests as ultimately they only represent one of the other types.
# "bundle" and "target" types have different tests as they are mainly concerned with membership rather than actual data
# "transform" types are omitted as they are marked for deprecation in USD so we don't want to support them
types_not_tested = ["any", "bundle", "target", "transform[4]", "transform[4][]"]
return [type_name for type_name in ogn.supported_attribute_type_names() if type_name not in types_not_tested]
# ----------------------------------------------------------------------
async def __verify_all_types_are_tested(self, node_type_name: str):
"""Meta-test to ensure that the list of types tested in the sample node is the same as the list of all
supported types, according to the OGN node generator. It will use the full set of supported names,
drawn from the generator, and compare against the set of attribute type names that appear on the given
node, extracted from the node's ABI.
Args:
node_type_name: Registered node type name for the node to test
"""
# Get the list of types to test.
supported_types = self.__types_to_test()
nodes_attribute_types = []
controller = og.Controller()
keys = og.Controller.Keys
(_, (test_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("NodeWithAllTypes", node_type_name)}
)
for attribute in test_node.get_attributes():
if attribute.get_port_type() != og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT:
continue
attribute_name = attribute.get_name()
if attribute_name in self.UNCHECKED_ATTRIBUTES:
continue
attribute_type = attribute.get_resolved_type()
port_name = og.get_port_type_namespace(attribute.get_port_type())
expected_name = f"{port_name}:{self.__attribute_type_to_name(attribute_type)}"
type_name = attribute_type.get_ogn_type_name()
self.assertEqual(
expected_name, attribute_name, f"Generated name differs from actual name, type {type_name}"
)
nodes_attribute_types.append(type_name)
self.assertCountEqual(supported_types, nodes_attribute_types)
# ----------------------------------------------------------------------
async def test_all_types_tested_cpp(self):
"""Test that the C++ node exercising all allowed types has covered everything"""
await self.__verify_all_types_are_tested("omni.graph.test.TestAllDataTypes")
# ----------------------------------------------------------------------
async def test_all_types_tested_python(self):
"""Test that the Python node exercising all allowed types has covered everything"""
await self.__verify_all_types_are_tested("omni.graph.test.TestAllDataTypesPy")
# ----------------------------------------------------------------------
async def __test_all_data_types(self, node_type_name: str):
"""Test that sets values of all supported types on the node of the given type using automatic type generators.
Both the name of the attribute and the sample values for an attribute of that type are supplied automatically.
The node's only function should be to assign the input to the output, so all types can be validated by simply
comparing the computed output against the values that were set on the input. It is assumed that actual compute
operation and input/output correspondence is done elsewhere so this type of test is sufficient to validate that
access to all data types as both an input and an output is correctly implemented.
Args:
node_type_name: Registered node type name for the node to test
"""
# Get the list of types to test.
supported_types = self.__types_to_test()
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("NodeWithAllTypes", node_type_name)}
)
attribute_names = [
self.__attribute_type_to_name(og.AttributeType.type_from_ogn_type_name(type_name))
for type_name in supported_types
]
expected_values = [
ogn.get_attribute_manager_type(type_name).sample_values()[0] for type_name in supported_types
]
controller.edit(
self.TEST_GRAPH_PATH,
{
keys.SET_VALUES: [
((f"inputs:{name}", test_node), value) for name, value in zip(attribute_names, expected_values)
]
+ [(("inputs:doNotCompute", test_node), False)]
},
)
await controller.evaluate(graph)
actual_values = [
og.Controller.get(controller.attribute(f"outputs:{name}", test_node)) for name in attribute_names
]
for actual_value, expected_value, attribute_name in zip(actual_values, expected_values, attribute_names):
ogts.verify_values(expected_value, actual_value, f"Testing output data types on {attribute_name}")
actual_values = [
og.Controller.get(controller.attribute(f"state:{name}", test_node)) for name in attribute_names
]
for actual_value, expected_value, attribute_name in zip(actual_values, expected_values, attribute_names):
ogts.verify_values(expected_value, actual_value, f"Testing state data types on {attribute_name}")
# ----------------------------------------------------------------------
async def test_all_data_types_cpp(self):
"""Test that the C++ node exercising all allowed types has covered everything"""
await self.__test_all_data_types("omni.graph.test.TestAllDataTypes")
# ----------------------------------------------------------------------
async def test_all_data_types_python(self):
"""Test that the Python node exercising all allowed types has covered everything"""
await self.__test_all_data_types("omni.graph.test.TestAllDataTypesPy")
# ----------------------------------------------------------------------
async def test_all_types_extended(self):
"""Tests that 'any' attribute can be resolved to and correctly read/write data of all types"""
carb.log_warn("Warnings of the type 'No source has valid data' are expected during this test")
# AllTypes resolves the types upstream through A and B. Then we set a value on A, and ensure
# the value make it through to concrete AllTypes.inputs:attrib_name
# 'Any' 'Any'
# +------------+ +------------+ +-----------+
# | Extended A +---->| Extended B +---->|AllTypes |
# +------------+ +------------+ +-----------+
controller = og.Controller()
keys = og.Controller.Keys
(_, (extended_node_a, extended_node_b, all_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("ExtendedNodeA", "omni.graph.test.TypeResolution"),
("ExtendedNodeB", "omni.graph.test.TypeResolution"),
("AllTypes", "omni.graph.test.TestAllDataTypes"),
],
keys.SET_VALUES: ("AllTypes.inputs:doNotCompute", False),
},
)
any_in_a = controller.attribute("inputs:anyValueIn", extended_node_a)
any_in_b = controller.attribute("inputs:anyValueIn", extended_node_b)
any_out_a = controller.attribute("outputs:anyValue", extended_node_a)
any_out_b = controller.attribute("outputs:anyValue", extended_node_b)
async def test_type(attrib_name, expected_value):
# Connect the 'any' output to the typed-input to get the 'any' input to be resolved.
# Then set the value of the resolved input and measure the resolved output value
(graph, _, _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CONNECT: [(any_out_b, (attrib_name, all_node)), (any_out_a, any_in_b)]}
)
await controller.evaluate(graph)
controller.edit(self.TEST_GRAPH_PATH, {keys.SET_VALUES: (any_in_a, expected_value)})
await controller.evaluate(graph)
actual_value_a = og.Controller.get(any_out_a)
actual_value_b = og.Controller.get(any_out_b)
actual_value_all = og.Controller.get(controller.attribute(attrib_name, all_node))
if isinstance(expected_value, str) or (
isinstance(expected_value, list) and isinstance(expected_value[0], str)
):
self.assertEqual(expected_value, actual_value_a)
self.assertEqual(expected_value, actual_value_b)
self.assertEqual(expected_value, actual_value_all)
else:
expected_array = np.ravel(np.array(expected_value))
self.assertTrue(np.allclose(np.ravel(np.atleast_1d(actual_value_a)), expected_array))
self.assertTrue(np.allclose(np.ravel(np.atleast_1d(actual_value_b)), expected_array))
self.assertTrue(np.allclose(np.ravel(np.atleast_1d(actual_value_all)), expected_array))
# Node totally disconnects - type should be reverted to unknown
controller.edit(
self.TEST_GRAPH_PATH, {keys.DISCONNECT: [(any_out_b, (attrib_name, all_node)), (any_out_a, any_in_b)]}
)
await controller.evaluate(graph)
# objectId can not connect to 'any', so remove that from this test
supported_types = [
type_name
for type_name in self.__types_to_test()
if type_name not in ["objectId", "objectId[]", "execution", "path"]
]
attribute_names = [
self.__attribute_type_to_name(og.AttributeType.type_from_ogn_type_name(type_name))
for type_name in supported_types
]
# We can test 2 sets of sample values
expected_values_set0 = [
ogn.get_attribute_manager_type(type_name).sample_values()[0] for type_name in supported_types
]
expected_values_set1 = [
ogn.get_attribute_manager_type(type_name).sample_values()[1] for type_name in supported_types
]
for attrib_name, value in sorted(zip(attribute_names, expected_values_set0)):
await test_type(f"inputs:{attrib_name}", value)
for attrib_name, value in sorted(zip(attribute_names, expected_values_set1)):
await test_type(f"inputs:{attrib_name}", value)
# ----------------------------------------------------------------------
async def test_all_usd_cast_types(self):
"""Test that checks that bundles with USD type casting works for all available USD types"""
# Set up the contents for a prim with all types. Skip types that cannot be added to a prim bundle.
supported_type_names = [
type_name
for type_name in self.__types_to_test()
if type_name not in ["execution", "objectId", "objectId[]"]
]
supported_types = [og.AttributeType.type_from_ogn_type_name(type_name) for type_name in supported_type_names]
attribute_names = [self.__attribute_type_to_name(supported_type) for supported_type in supported_types]
expected_values = [
ogn.get_attribute_manager_type(type_name).sample_values()[0] for type_name in supported_type_names
]
# This is the array of types for which the node will attempt USD casting, which should be all of the types
# mentioned in omni/graph/core/ogn/UsdTypes.h
usd_cast_types = [
"half",
"token",
"timecode",
"half[]",
"token[]",
"timecode[]",
"double[2]",
"double[3]",
"double[4]",
"double[2][]",
"double[3][]",
"double[4][]",
"float[2]",
"float[3]",
"float[4]",
"float[2][]",
"float[3][]",
"float[4][]",
"half[2]",
"half[3]",
"half[4]",
"half[2][]",
"half[3][]",
"half[4][]",
"int[2]",
"int[3]",
"int[4]",
"int[2][]",
"int[3][]",
"int[4][]",
"matrixd[2]",
"matrixd[3]",
"matrixd[4]",
"matrixd[2][]",
"matrixd[3][]",
"matrixd[4][]",
# These are caught by the timecode cast
"double",
"double[]",
# Roles are caught by the casts too since they are ignored at that point (and not checked in the node)
"frame[4]",
"frame[4][]",
"quatd[4]",
"quatf[4]",
"quath[4]",
"quatd[4][]",
"quatf[4][]",
"quath[4][]",
"colord[3]",
"colord[3][]",
"colorf[3]",
"colorf[3][]",
"colorh[3]",
"colorh[3][]",
"colord[4]",
"colord[4][]",
"colorf[4]",
"colorf[4][]",
"colorh[4]",
"colorh[4][]",
"normald[3]",
"normald[3][]",
"normalf[3]",
"normalf[3][]",
"normalh[3]",
"normalh[3][]",
"pointd[3]",
"pointd[3][]",
"pointf[3]",
"pointf[3][]",
"pointh[3]",
"pointh[3][]",
"vectord[3]",
"vectord[3][]",
"vectorf[3]",
"vectorf[3][]",
"vectorh[3]",
"vectorh[3][]",
"texcoordd[2]",
"texcoordd[2][]",
"texcoordf[2]",
"texcoordf[2][]",
"texcoordh[2]",
"texcoordh[2][]",
"texcoordd[3]",
"texcoordd[3][]",
"texcoordf[3]",
"texcoordf[3][]",
"texcoordh[3]",
"texcoordh[3][]",
]
controller = og.Controller()
keys = og.Controller.Keys
(graph, (_, inspector_outputs_node, inspector_state_node, _), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("UsdCastingNode", "omni.graph.test.TestUsdCasting"),
("InspectorOutput", "omni.graph.nodes.BundleInspector"),
("InspectorState", "omni.graph.nodes.BundleInspector"),
],
keys.CREATE_PRIMS: [
(
"/World/Prim",
{
name: (type_name, value)
for type_name, name, value in zip(supported_types, attribute_names, expected_values)
},
)
],
keys.EXPOSE_PRIMS: (og.Controller.PrimExposureType.AS_BUNDLE, "/World/Prim", "PrimExtract"),
keys.CONNECT: [
("PrimExtract.outputs_primBundle", "UsdCastingNode.inputs:a_bundle"),
("UsdCastingNode.outputs_a_bundle", "InspectorOutput.inputs:bundle"),
("UsdCastingNode.state_a_bundle", "InspectorState.inputs:bundle"),
],
},
)
await controller.evaluate(graph)
expected_output = {}
count = 1
for index, type_name in enumerate(supported_type_names):
if type_name in usd_cast_types:
count += 1
expected_output[attribute_names[index]] = [
supported_types[index].get_base_type_name(),
supported_types[index].tuple_count,
supported_types[index].array_depth,
supported_types[index].get_role_name(),
expected_values[index],
]
# Add in the extra attributes that aren't explicit types
expected_output["sourcePrimType"] = ["token", 1, 0, "none", "OmniGraphPrim"]
expected_output["sourcePrimPath"] = ["token", 1, 0, "none", "/World/Prim"]
expected_results = (len(expected_output), expected_output)
ognts.verify_bundles_are_equal(
ognts.filter_bundle_inspector_results(
ognts.bundle_inspector_results(inspector_outputs_node), [], filter_for_inclusion=False
),
expected_results,
)
ognts.verify_bundles_are_equal(
ognts.filter_bundle_inspector_results(
ognts.bundle_inspector_results(inspector_state_node), [], filter_for_inclusion=False
),
expected_results,
)
# ----------------------------------------------------------------------
async def __test_read_all_types_default(self, node_type_name: str):
"""Test that saving and loading a file containing non-standard default values correctly brings back the
default values for all types.
Args:
node_type_name: Registered node type name for the node to test
"""
# Create a file containing a node of the given type and save it
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("NodeWithAllTypes", node_type_name)}
)
await controller.evaluate(graph)
test_node_path = test_node.get_prim_path()
# Get the list of types to test.
supported_types = self.__types_to_test()
attribute_names = [
self.__attribute_type_to_name(og.AttributeType.type_from_ogn_type_name(type_name))
for type_name in supported_types
]
# Remember the default values in the node. A copy has to be made because otherwise the data will reference
# Fabric data, which goes away when the stage is saved (because currently at that point OmniGraph is rebuilt).
expected_default_values = []
for name in attribute_names:
value = og.Controller.get(og.Controller.attribute(f"inputs:{name}", test_node))
if isinstance(value, np.ndarray):
expected_default_values.append(value.copy())
else:
expected_default_values.append(value)
# --------------------------------------------------------------------------------------------------------------
# First test that the node that was saved with no values comes back in with the expected default values
with TemporaryDirectory() as test_directory:
tmp_file_path = Path(test_directory) / f"{node_type_name}.usda"
(result, error, _) = await omni.usd.get_context().save_as_stage_async(str(tmp_file_path))
self.assertTrue(result, error)
(result, error) = await omni.usd.get_context().reopen_stage_async()
self.assertTrue(result, error)
await og.Controller.evaluate()
test_node = og.Controller.node(test_node_path)
actual_values = [
og.Controller.get(controller.attribute(f"inputs:{name}", test_node)) for name in attribute_names
]
for name in attribute_names:
value = og.Controller.get(controller.attribute(f"inputs:{name}", test_node))
for actual, expected, name in zip(actual_values, expected_default_values, attribute_names):
ogts.verify_values(expected, actual, f"Testing input data types on {name}")
# ----------------------------------------------------------------------
async def test_read_all_types_default_cpp(self):
"""Test that the C++ node exercising all allowed types has covered everything"""
await self.__test_read_all_types_default("omni.graph.test.TestAllDataTypes")
# ----------------------------------------------------------------------
async def test_read_all_types_default_python(self):
"""Test that the Python node exercising all allowed types has covered everything"""
await self.__test_read_all_types_default("omni.graph.test.TestAllDataTypesPy")
# ----------------------------------------------------------------------
async def __test_read_all_types_modified(self, node_type_name: str):
"""Test that saving and loading a file containing non-default values correctly brings back the
modified values for all types.
Args:
node_type_name: Registered node type name for the node to test
"""
node_type_base_name = node_type_name.split(".")[-1]
# Get the list of all types to test.
supported_types = self.__types_to_test()
attribute_names = [
self.__attribute_type_to_name(og.AttributeType.type_from_ogn_type_name(type_name))
for type_name in supported_types
]
# Sample values from the attribute managers are known to not be the defaults of the AllNodeTypes nodes
expected_sample_values = [
ogn.get_attribute_manager_type(type_name).sample_values()[0] for type_name in supported_types
]
test_file_name = f"{node_type_base_name}.NonDefault.usda"
(result, error) = await ogts.load_test_file(test_file_name, use_caller_subdirectory=True)
self.assertTrue(result, error)
test_node = og.Controller.node(f"/World/TestGraph/{node_type_base_name}")
actual_values = [
og.Controller.get(og.Controller.attribute(f"inputs:{name}", test_node)) for name in attribute_names
]
for actual, expected, name in zip(actual_values, expected_sample_values, attribute_names):
ogts.verify_values(expected, actual, f"Testing input data types on {name}")
# ----------------------------------------------------------------------
async def test_read_all_types_modified_cpp(self):
"""Test that the C++ node exercising all allowed types has covered everything"""
await self.__test_read_all_types_modified("omni.graph.test.TestAllDataTypes")
# ----------------------------------------------------------------------
async def test_read_all_types_modified_python(self):
"""Test that the Python node exercising all allowed types has covered everything"""
await self.__test_read_all_types_modified("omni.graph.test.TestAllDataTypesPy")
# ----------------------------------------------------------------------
def _sanity_check_union_values(self, types: dict):
"""Runs a series of tests to validate the given dictionary of unions contains expected values"""
def validate_subset(subset: str, superset: str):
self.assertIsNotNone(types.get(subset, None))
self.assertIsNotNone(types.get(superset, None))
subset_items = types[subset]
superset_items = types[superset]
for item in subset_items:
self.assertIn(item, superset_items, f"Expected {item} to be in {superset}")
def validate_array_form(scalar_form: str, array_form: str):
self.assertIsNotNone(types.get(scalar_form, None))
self.assertIsNotNone(types.get(array_form, None))
scalar_items = types[scalar_form]
array_items = types[array_form]
for item in scalar_items:
self.assertIn(item + "[]", array_items, f"Expected {item} to be in {array_form}")
self.assertGreater(len(types), 0)
for x in ["uchar", "int", "uint", "uint64", "int64"]:
self.assertIn(x, types["integral_scalers"])
for x in ["int[2]", "int[3]", "int[4]"]:
self.assertIn(x, types["integral_tuples"])
for x in ["double", "float", "half", "timecode"]:
self.assertIn(x, types["decimal_scalers"])
for x in [
"double[2]",
"double[3]",
"double[4]",
"float[2]",
"float[3]",
"float[4]",
"half[2]",
"half[3]",
"half[4]",
"colord[3]",
"colord[4]",
"colorf[3]",
"colorf[4]",
"colorh[3]",
"colorh[4]",
"normald[3]",
"normalf[3]",
"normalh[3]",
"pointd[3]",
"pointf[3]",
"pointh[3]",
"texcoordd[2]",
"texcoordd[3]",
"texcoordf[2]",
"texcoordf[3]",
"texcoordh[2]",
"texcoordh[3]",
"quatd[4]",
"quatf[4]",
"quath[4]",
"vectord[3]",
"vectorf[3]",
"vectorh[3]",
]:
self.assertIn(x, types["decimal_tuples"])
validate_subset("integral_scalers", "integral_array_elements")
validate_subset("integral_tuples", "integral_array_elements")
validate_array_form("integral_array_elements", "integral_arrays")
validate_subset("integral_array_elements", "integrals")
validate_subset("integral_arrays", "integrals")
validate_subset("decimal_scalers", "decimal_array_elements")
validate_subset("decimal_tuples", "decimal_array_elements")
validate_array_form("decimal_array_elements", "decimal_arrays")
validate_subset("decimal_array_elements", "decimals")
validate_subset("decimal_arrays", "decimals")
validate_subset("integral_scalers", "numeric_scalers")
validate_subset("decimal_scalers", "numeric_scalers")
validate_subset("integral_tuples", "numeric_tuples")
validate_subset("decimal_tuples", "numeric_tuples")
validate_subset("numeric_scalers", "numeric_array_elements")
validate_subset("numeric_tuples", "numeric_array_elements")
validate_subset("matrices", "numeric_array_elements")
validate_array_form("numeric_array_elements", "numeric_arrays")
validate_subset("numeric_array_elements", "numerics")
validate_subset("numeric_arrays", "numerics")
validate_subset("numeric_array_elements", "array_elements")
validate_subset("numeric_arrays", "arrays")
self.assertIn("token", types["array_elements"])
self.assertIn("token[]", types["arrays"])
# ----------------------------------------------------------------------
async def test_union_types_contain_expected_values(self):
"""Performs a sanity check on the attribute union values returned from the runtime"""
# The same configuration file is used to populate dictionaries form both dlls.
# Validate they contain the same entries
# Test the dictionary loaded from omni.graph.core
self._sanity_check_union_values(og.AttributeType.get_unions())
# Validate the entries are the same
self.assertDictEqual(og.AttributeType.get_unions(), ogn.ATTRIBUTE_UNION_GROUPS)
# ----------------------------------------------------------------------
async def __test_nan_values(self, node_type_name: str):
"""Test that evaluating NaN values correctly copies and extracts the values.
This could not be done with a regular test sequence as NaN != NaN
Args:
node_type_name: Registered node type name for the node to test
"""
controller = og.Controller()
keys = og.Controller.Keys
(graph, (test_node,), _, _) = controller.edit(
self.TEST_GRAPH_PATH, {keys.CREATE_NODES: ("NodeWithNans", node_type_name)}
)
await controller.evaluate(graph)
nan_attributes = [
"colord3",
"colord4",
"colord3_array",
"colord4_array",
"colorf3",
"colorf4",
"colorf3_array",
"colorf4_array",
"colorh3",
"colorh4",
"colorh3_array",
"colorh4_array",
"double",
"double2",
"double3",
"double4",
"double_array",
"double2_array",
"double3_array",
"double4_array",
"float",
"float2",
"float3",
"float4",
"float_array",
"float2_array",
"float3_array",
"float4_array",
"frame4",
"frame4_array",
"half",
"half2",
"half3",
"half4",
"half_array",
"half2_array",
"half3_array",
"half4_array",
"matrixd2",
"matrixd3",
"matrixd4",
"matrixd2_array",
"matrixd3_array",
"matrixd4_array",
"normald3",
"normald3_array",
"normalf3",
"normalf3_array",
"normalh3",
"normalh3_array",
"pointd3",
"pointd3_array",
"pointf3",
"pointf3_array",
"pointh3",
"pointh3_array",
"quatd4",
"quatd4_array",
"quatf4",
"quatf4_array",
"quath4",
"quath4_array",
"texcoordd2",
"texcoordd3",
"texcoordd2_array",
"texcoordd3_array",
"texcoordf2",
"texcoordf3",
"texcoordf2_array",
"texcoordf3_array",
"texcoordh2",
"texcoordh3",
"texcoordh2_array",
"texcoordh3_array",
"timecode",
"timecode_array",
"vectord3",
"vectord3_array",
"vectorf3",
"vectorf3_array",
"vectorh3",
"vectorh3_array",
]
def __is_nan(value) -> bool:
if isinstance(value, list):
return all(__is_nan(element) for element in value)
if isinstance(value, np.ndarray):
return np.alltrue(np.isnan(value))
return isnan(value)
for attribute_name in nan_attributes:
attr = controller.attribute(f"outputs:a_{attribute_name}_nan", test_node)
value = controller.get(attr)
self.assertTrue(__is_nan(value))
attr = controller.attribute(f"outputs:a_{attribute_name}_snan", test_node)
value = controller.get(attr)
self.assertTrue(__is_nan(value))
# ----------------------------------------------------------------------
async def test_nan_values_cpp(self):
"""Test that the C++ node exercising all allowed types handles NaN values correctly"""
await self.__test_nan_values("omni.graph.test.TestNanInf")
# ----------------------------------------------------------------------
async def test_nan_values_python(self):
"""Test that the Python node exercising all allowed types handles NaN values correctly"""
await self.__test_nan_values("omni.graph.test.TestNanInfPy")
async def test_node_database_id_py(self):
"""Test if database id is not changing between graph evaluations"""
controller = og.Controller()
keys = og.Controller.Keys
# Disconnected input bundle should be invalid
(graph, (_, node_database), _, _) = controller.edit(
"/World/Graph",
{
keys.CREATE_NODES: [
("BundleConstructor", "omni.graph.nodes.BundleConstructor"),
("NodeDatabase", "omni.graph.test.NodeDatabasePy"),
],
},
)
# database id remains the same because topology has not changed
graph.evaluate()
previous_id = node_database.get_attribute("outputs:id").get()
graph.evaluate()
current_id = node_database.get_attribute("outputs:id").get()
self.assertTrue(previous_id == current_id)
previous_id = current_id
graph.evaluate()
current_id = node_database.get_attribute("outputs:id").get()
self.assertTrue(previous_id == current_id)
# disconnect input connect rebuilds the database
(graph, _, _, _) = controller.edit(
"/World/Graph",
{
keys.CONNECT: [
("BundleConstructor.outputs_bundle", "NodeDatabase.inputs:bundle"),
],
},
)
graph.evaluate()
current_id = node_database.get_attribute("outputs:id").get()
self.assertTrue(previous_id != current_id)
# subsequent evaluation does not change id
previous_id = current_id
graph.evaluate()
current_id = node_database.get_attribute("outputs:id").get()
self.assertTrue(previous_id == current_id)
| 36,212 | Python | 42.68275 | 127 | 0.543798 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/deprecated_module.py | """Test module that exercises import-level deprecation"""
import omni.graph.tools as ogt
ogt.DeprecatedImport("Use 'import omni.graph.core as og' instead")
def test_function():
pass
| 189 | Python | 20.111109 | 66 | 0.746032 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_traversal.py | from typing import List, Set
import omni.graph.core as og
import omni.kit.test
import omni.usd
from omni.graph.core import traverse_downstream_graph, traverse_upstream_graph
class TestTraversal(omni.graph.core.tests.OmniGraphTestCase):
"""Test cases for graph traversal functions."""
async def test_downstream_connections_works(self):
"""
Validate that downstream connections are collected correctly.
"""
stage = omni.usd.get_context().get_stage()
# Test graph set up
# [G1In1]-->[G1M1]-->[G1M2]--->[G1M4]--->[G1Out1]
# [G1In2]---^ |---[G1M3]----| |--->[G1Out2]
#
# [G2In1]-->[G2M1]-->[G2Out1]
#
# [G3In1]
controller = og.Controller()
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("G1In1", "omni.graph.nodes.ConstantFloat"),
("G1In2", "omni.graph.nodes.ConstantFloat"),
("G1M1", "omni.graph.nodes.Add"),
("G1M2", "omni.graph.nodes.Add"),
("G1M3", "omni.graph.nodes.Add"),
("G1M4", "omni.graph.nodes.Add"),
("G1Out1", "omni.graph.nodes.Magnitude"),
("G1Out2", "omni.graph.nodes.Magnitude"),
("G2In1", "omni.graph.nodes.ConstantFloat"),
("G2M1", "omni.graph.nodes.Magnitude"),
("G2Out1", "omni.graph.nodes.Magnitude"),
("G3In1", "omni.graph.nodes.ConstantFloat"),
],
keys.CONNECT: [
("G1In1.inputs:value", "G1M1.inputs:a"),
("G1In2.inputs:value", "G1M1.inputs:b"),
("G1M1.outputs:sum", "G1M2.inputs:a"),
("G1M1.outputs:sum", "G1M2.inputs:b"),
("G1M1.outputs:sum", "G1M3.inputs:a"),
("G1M1.outputs:sum", "G1M3.inputs:b"),
("G1M2.outputs:sum", "G1M4.inputs:a"),
("G1M3.outputs:sum", "G1M4.inputs:b"),
("G1M4.outputs:sum", "G1Out1.inputs:input"),
("G1M4.outputs:sum", "G1Out2.inputs:input"),
("G2In1.inputs:value", "G2M1.inputs:input"),
("G2M1.outputs:magnitude", "G2Out1.inputs:input"),
],
},
)
prims = tuple(stage.GetPrimAtPath(n.get_prim_path()) for n in nodes)
_, _, _, _, g1m3, g1m4, g1out1, g1out2, _, g2m1, g2out1, _ = prims
# Valdate the set of visited nodes
expected = [g1m3, g1m4, g1out1, g1out2, g2m1, g2out1]
visited = traverse_downstream_graph([g2m1, g1m3])
actual = [og.Controller.prim(n) for n in visited]
self.assertCountEqual(expected, actual, "Unexpected set of visited nodes downstream")
async def test_downstream_connections_can_include_compound_graph_prim(self):
"""Test that calling for downstream connections with compounds can include the compound graph prim."""
node_type = "omni.graph.nodes.Add"
controller = og.Controller()
keys = controller.Keys
# Test graph set up
# |============================|
# [O1]->|->[I1]---->|I2|----->|I3|-->|--->|O2]
# |---------->| | |
# |--->[I4] |
# | [I5]->[I6] |
# |============================|
(_, _, _, nodes) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("Outer1", node_type),
("Outer2", node_type),
(
"Compound",
{
keys.CREATE_NODES: [
("Inner1", node_type),
("Inner2", node_type),
("Inner3", node_type),
("Inner4", node_type),
("Inner5", node_type),
("Inner6", node_type),
],
keys.PROMOTE_ATTRIBUTES: [
("Inner1.inputs:a", "inputs:one"),
("Inner2.inputs:a", "inputs:two"),
("Inner3.outputs:sum", "outputs:value"),
("Inner4.inputs:a", "inputs:three"),
],
keys.CONNECT: [
("Inner1.outputs:sum", "Inner2.inputs:b"),
("Inner2.outputs:sum", "Inner3.inputs:a"),
("Inner5.outputs:sum", "Inner6.inputs:a"),
],
},
),
],
keys.CONNECT: [
("Outer1.outputs:sum", "Compound.inputs:one"),
("Compound.outputs:value", "Outer2.inputs:a"),
],
},
)
def assert_valid_traversal(items: List, expected_results: Set[og.Node]):
"""Helper method to validate traversal results."""
prims = [og.Controller.prim(i) for i in items]
actual_set = traverse_downstream_graph(prims)
self.assertEquals(expected_results, actual_set, "Unexpected set of visited nodes downstream")
def assert_invalid_traversal(items):
prims = [og.Controller.prim(i) for i in items]
with self.assertRaises(og.OmniGraphError):
traverse_downstream_graph(prims)
compound_graph = nodes["Compound"].get_compound_graph_instance()
# test traversal with compound graph
assert_valid_traversal([nodes["Outer1"]], {nodes["Outer1"], nodes["Compound"], nodes["Outer2"]})
# test with just the compound graph
assert_valid_traversal([compound_graph], {nodes["Inner1"], nodes["Inner2"], nodes["Inner3"], nodes["Inner4"]})
# test with a node inside the compound graph
assert_valid_traversal([compound_graph, nodes["Inner5"]], set(compound_graph.get_nodes()))
# invalid traversals
assert_invalid_traversal([nodes["Inner1"], nodes["Outer1"]]) # mixed graphs
assert_invalid_traversal([compound_graph, nodes["Outer1"]]) # compound and outer node
assert_invalid_traversal(["/World"]) # invalid node
assert_invalid_traversal(["/World/Testgraph"]) # non compound graph
async def test_upstream_connections_works(self):
"""
Validate that upstream connections are collected correctly.
"""
stage = omni.usd.get_context().get_stage()
# Test graph set up
# [G1In1]-->[G1M1]-->[G1M2]--->[G1M4]--->[G1Out1]
# [G1In2]---^ |---[G1M3]----| |--->[G1Out2]
#
# [G2In1]-->[G2M1]-->[G2Out1]
#
# [G3In1]
controller = og.Controller()
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("G1In1", "omni.graph.nodes.ConstantFloat"),
("G1In2", "omni.graph.nodes.ConstantFloat"),
("G1M1", "omni.graph.nodes.Add"),
("G1M2", "omni.graph.nodes.Add"),
("G1M3", "omni.graph.nodes.Add"),
("G1M4", "omni.graph.nodes.Add"),
("G1Out1", "omni.graph.nodes.Magnitude"),
("G1Out2", "omni.graph.nodes.Magnitude"),
("G2In1", "omni.graph.nodes.ConstantFloat"),
("G2M1", "omni.graph.nodes.Magnitude"),
("G2Out1", "omni.graph.nodes.Magnitude"),
("G3In1", "omni.graph.nodes.ConstantFloat"),
],
keys.CONNECT: [
("G1In1.inputs:value", "G1M1.inputs:a"),
("G1In2.inputs:value", "G1M1.inputs:b"),
("G1M1.outputs:sum", "G1M2.inputs:a"),
("G1M1.outputs:sum", "G1M2.inputs:b"),
("G1M1.outputs:sum", "G1M3.inputs:a"),
("G1M1.outputs:sum", "G1M3.inputs:b"),
("G1M2.outputs:sum", "G1M4.inputs:a"),
("G1M3.outputs:sum", "G1M4.inputs:b"),
("G1M4.outputs:sum", "G1Out1.inputs:input"),
("G1M4.outputs:sum", "G1Out2.inputs:input"),
("G2In1.inputs:value", "G2M1.inputs:input"),
("G2M1.outputs:magnitude", "G2Out1.inputs:input"),
],
},
)
prims = tuple(stage.GetPrimAtPath(n.get_prim_path()) for n in nodes)
g1in1, g1in2, g1m1, _, g1m3, _, _, _, g2in1, g2m1, _, _ = prims
# Validate the set of visited nodes
expected = [g1m3, g1m1, g1in1, g1in2, g2m1, g2in1]
visited = traverse_upstream_graph([g2m1, g1m3])
actual = [og.Controller.prim(n) for n in visited]
self.assertCountEqual(expected, actual, "Unexpected set of visited nodes upstream")
async def test_upstream_connections_can_include_compound_graph_prim(self):
"""Test that calling for uptream connections with compounds can include the compound graph prim."""
node_type = "omni.graph.nodes.Add"
controller = og.Controller()
keys = controller.Keys
# Test graph set up
# |============================|
# [O1]->|->[I1]---->|I2|----->|I3|-->|--->|O2]
# | | | |
# | [I4]------------------->|
# | [I5]->[I6] |
# |============================|
(_, _, _, nodes) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("Outer1", node_type),
("Outer2", node_type),
(
"Compound",
{
keys.CREATE_NODES: [
("Inner1", node_type),
("Inner2", node_type),
("Inner3", node_type),
("Inner4", node_type),
("Inner5", node_type),
("Inner6", node_type),
],
keys.PROMOTE_ATTRIBUTES: [
("Inner1.inputs:a", "inputs:value"),
("Inner3.outputs:sum", "outputs:one"),
("Inner4.outputs:sum", "outputs:two"),
],
keys.CONNECT: [
("Inner1.outputs:sum", "Inner2.inputs:b"),
("Inner2.outputs:sum", "Inner3.inputs:a"),
("Inner5.outputs:sum", "Inner6.inputs:a"),
],
},
),
],
keys.CONNECT: [
("Outer1.outputs:sum", "Compound.inputs:value"),
("Compound.outputs:one", "Outer2.inputs:a"),
],
},
)
def assert_valid_traversal(items: List, expected_results: Set[og.Node]):
"""Helper method to validate traversal results."""
prims = [og.Controller.prim(i) for i in items]
actual_set = traverse_upstream_graph(prims)
self.assertEquals(expected_results, actual_set, "Unexpected set of visited nodes downstream")
def assert_invalid_traversal(items):
prims = [og.Controller.prim(i) for i in items]
with self.assertRaises(og.OmniGraphError):
traverse_upstream_graph(prims)
compound_graph = nodes["Compound"].get_compound_graph_instance()
# test traversal with compound graph
assert_valid_traversal([nodes["Outer2"]], {nodes["Outer1"], nodes["Compound"], nodes["Outer2"]})
# test with just the compound graph
assert_valid_traversal([compound_graph], {nodes["Inner1"], nodes["Inner2"], nodes["Inner3"], nodes["Inner4"]})
# test with a node inside the compound graph
assert_valid_traversal([compound_graph, nodes["Inner6"]], set(compound_graph.get_nodes()))
# invalid traversals
assert_invalid_traversal([nodes["Inner1"], nodes["Outer2"]]) # mixed graphs
assert_invalid_traversal([compound_graph, nodes["Outer2"]]) # compound and outer node
assert_invalid_traversal(["/World"]) # invalid node
assert_invalid_traversal(["/World/Testgraph"]) # non compound graph
async def test_node_callback_works(self):
"""
Validate that the node predicate is applied correctly.
"""
stage = omni.usd.get_context().get_stage()
# Test graph set up
# [G1In1]-->[G1M1]-->[G1M2]--->[G1M4]--->[G1Out1]
# [G1In2]---^ |---[G1M3]----| |--->[G1Out2]
#
# [G2In1]-->[G2M1]-->[G2Out1]
#
# [G3In1]
controller = og.Controller()
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("G1In1", "omni.graph.nodes.ConstantFloat"),
("G1In2", "omni.graph.nodes.ConstantFloat"),
("G1M1", "omni.graph.nodes.Add"),
("G1M2", "omni.graph.nodes.Add"),
("G1M3", "omni.graph.nodes.Add"),
("G1M4", "omni.graph.nodes.Add"),
("G1Out1", "omni.graph.nodes.Magnitude"),
("G1Out2", "omni.graph.nodes.Magnitude"),
("G2In1", "omni.graph.nodes.ConstantFloat"),
("G2M1", "omni.graph.nodes.Magnitude"),
("G2Out1", "omni.graph.nodes.Magnitude"),
("G3In1", "omni.graph.nodes.ConstantFloat"),
],
keys.CONNECT: [
("G1In1.inputs:value", "G1M1.inputs:a"),
("G1In2.inputs:value", "G1M1.inputs:b"),
("G1M1.outputs:sum", "G1M2.inputs:a"),
("G1M1.outputs:sum", "G1M2.inputs:b"),
("G1M1.outputs:sum", "G1M3.inputs:a"),
("G1M1.outputs:sum", "G1M3.inputs:b"),
("G1M2.outputs:sum", "G1M4.inputs:a"),
("G1M3.outputs:sum", "G1M4.inputs:b"),
("G1M4.outputs:sum", "G1Out1.inputs:input"),
("G1M4.outputs:sum", "G1Out2.inputs:input"),
("G2In1.inputs:value", "G2M1.inputs:input"),
("G2M1.outputs:magnitude", "G2Out1.inputs:input"),
],
},
)
prims = tuple(stage.GetPrimAtPath(n.get_prim_path()) for n in nodes)
_, _, _, _, g1m3, _, _, _, _, g2m1, _, _ = prims
custom_accumulator = []
def convert_to_prim(node):
"""Convert the visited node to Prim"""
nonlocal custom_accumulator
custom_accumulator.append(og.Controller.prim(node))
# Validate the downstream traversal
visited = traverse_downstream_graph([g2m1, g1m3], node_callback=convert_to_prim)
expected = [og.Controller.prim(n) for n in visited]
self.assertCountEqual(
expected, custom_accumulator, "Unexpected effect of the node callback in downstream traversal"
)
# Validate the upstream traversal
custom_accumulator = []
visited = traverse_upstream_graph([g2m1, g1m3], node_callback=convert_to_prim)
expected = [og.Controller.prim(n) for n in visited]
self.assertCountEqual(
expected, custom_accumulator, "Unexpected effect of the node callback in upstream traversal"
)
async def test_attribute_predicate_works(self):
"""Validate that the attribute callback allows filtering connections"""
stage = omni.usd.get_context().get_stage()
# Test graph set up
# [OnCustomEvent1]====>[Counter]==================>[Delay]
# [OnCustomEvent2]=====^ |-->[Negate] ^
# [ConstantFloat]--|
# Where
# "==>" : execution connection
# "-->" : data connection
controller = og.Controller()
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("OnCustomEvent1", "omni.graph.action.OnCustomEvent"),
("OnCustomEvent2", "omni.graph.action.OnCustomEvent"),
("Counter", "omni.graph.action.Counter"),
("Delay", "omni.graph.action.Delay"),
("Duration", "omni.graph.nodes.ConstantFloat"),
("Negate", "omni.graph.nodes.Negate"),
],
keys.CONNECT: [
("OnCustomEvent1.outputs:execOut", "Counter.inputs:execIn"),
("OnCustomEvent2.outputs:execOut", "Counter.inputs:reset"),
("Counter.outputs:execOut", "Delay.inputs:execIn"),
("Counter.outputs:count", "Negate.inputs:input"),
("Duration.inputs:value", "Delay.inputs:duration"),
],
},
)
prims = tuple(stage.GetPrimAtPath(n.get_prim_path()) for n in nodes)
on_custom_event1, on_custom_event2, counter, delay, _, _ = prims
def is_execution(attr: og.Attribute) -> bool:
return attr and attr.get_resolved_type().role == og.AttributeRole.EXECUTION
visited = traverse_downstream_graph([on_custom_event1], is_execution)
actual = {og.Controller.prim(n) for n in visited}
expected = {on_custom_event1, counter, delay}
self.assertSetEqual(expected, actual, "Unexpected sequence of nodes downstream")
visited = traverse_upstream_graph([delay], is_execution)
actual = {og.Controller.prim(n) for n in visited}
expected = {delay, counter, on_custom_event1, on_custom_event2}
self.assertSetEqual(expected, actual, "Unexpected sequence of nodes upstream")
async def test_graph_with_cycles_works(self):
"""Validate that the traversal functions work on graphs with cycles / loops"""
stage = omni.usd.get_context().get_stage()
# Test graph set up
#
# [OnStageEvent]===>[ForLoop]<======================================
# | ||============>[Delay]========>[Branch]=||
# |--------------------->[Compare]--^
# [ConstantInt]------^
#
# Where
# "==>" : execution connection
# "-->" : data connection
controller = og.Controller()
keys = controller.Keys
(_, nodes, _, _) = controller.edit(
"/World/Testgraph",
{
keys.CREATE_NODES: [
("OnStageEvent", "omni.graph.action.OnStageEvent"),
("ForLoop", "omni.graph.action.ForLoop"),
("Delay", "omni.graph.action.Delay"),
("ConstantInt", "omni.graph.nodes.ConstantInt"),
("Compare", "omni.graph.nodes.Compare"),
("Branch", "omni.graph.action.Branch"),
],
keys.CONNECT: [
("OnStageEvent.outputs:execOut", "ForLoop.inputs:execIn"),
("ForLoop.outputs:loopBody", "Delay.inputs:execIn"),
("ForLoop.outputs:index", "Compare.inputs:a"),
("Delay.outputs:finished", "Branch.inputs:execIn"),
("ConstantInt.inputs:value", "Compare.inputs:b"),
("Compare.outputs:result", "Branch.inputs:condition"),
("Branch.outputs:execTrue", "ForLoop.inputs:breakLoop"),
],
},
)
prims = tuple(stage.GetPrimAtPath(n.get_prim_path()) for n in nodes)
on_stage_event, for_loop, delay, constant_int, _, branch = prims
def is_execution(attr: og.Attribute) -> bool:
return attr and attr.get_resolved_type().role == og.AttributeRole.EXECUTION
visited = traverse_downstream_graph([delay], is_execution)
actual = {og.Controller.prim(n) for n in visited}
expected = {delay, branch, for_loop}
self.assertSetEqual(expected, actual, "Unexpected sequence of nodes downstream")
visited = traverse_upstream_graph([delay], is_execution)
actual = {og.Controller.prim(n) for n in visited}
expected = {delay, for_loop, branch, on_stage_event}
self.assertSetEqual(expected, actual, "Unexpected sequence of nodes upstream")
# The result of a traversal where the starting node has no matching attribute
# is a set with only the node itself
visited = traverse_downstream_graph([constant_int], is_execution)
actual = {og.Controller.prim(n) for n in visited}
expected = {constant_int}
self.assertSetEqual(expected, actual, "Unexpected traversal when no connections are valid")
| 21,678 | Python | 44.64 | 118 | 0.486853 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_attribute_template_api.py | """Tests related to the AttributeTemplate python APIs"""
import tempfile
from pathlib import Path
from typing import Tuple
import carb
import numpy as np
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
import omni.graph.tools.ogn as ogn
import omni.kit.test
import omni.usd
from pxr import Gf, Sdf, Vt
# test data for metadata on attribute templates
VALID_ATTRIBUTE_OGN_KEYS_AND_SAMPLES = {
ogn.MetadataKeys.ALLOW_MULTI_INPUTS: "1",
ogn.MetadataKeys.ALLOWED_TOKENS: "A,B,C",
ogn.MetadataKeys.ALLOWED_TOKENS_RAW: '{"A": "1", "B": "2", "C": "3"}',
ogn.MetadataKeys.DESCRIPTION: "TestDescription",
ogn.MetadataKeys.HIDDEN: "1",
ogn.MetadataKeys.OPTIONAL: "1",
ogn.MetadataKeys.OUTPUT_ONLY: "1",
ogn.MetadataKeys.LITERAL_ONLY: "1",
ogn.MetadataKeys.UI_NAME: "DisplayName",
}
class TestAttributeTemplateAPI(ogts.OmniGraphTestCase):
"""Tests that validate the attribute template API"""
_simple_test_file = "TestCompoundGraph.usda"
@classmethod
def setUpClass(cls):
# this is required when running a single test to make expectedError work correctly...not sure why
carb.log_warn("This class expects error. This preflushes to avoid problems with ExpectedError")
def validate_connections_match_usd(self, attribute: ogu.AttributeTemplate, path_to_rel: str):
"""
Helper that tests whether the connection list on the node type
matches the corresponding USD relationship
"""
base_path = "/World/Compounds/TestType/Graph"
stage = omni.usd.get_context().get_stage()
relationship = stage.GetRelationshipAtPath(f"/World/Compounds/TestType.{path_to_rel}")
self.assertTrue(relationship.IsValid())
# compare sets as the order isn't guaranteed
attr_set = {Sdf.Path(f"{base_path}/{x}") for x in attribute.get_connections()}
rel_set = set(relationship.GetTargets())
self.assertEqual(attr_set, rel_set)
async def test_port_type_property(self):
"""
Tests the port type attribute on AttributeTemplates
"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
for i in range(1, 20):
compound_node_type.add_input(f"input_{i}", "int", True)
compound_node_type.add_output(f"output_{i}", "float", True)
for i in range(1, 20):
input_type = compound_node_type.find_input(f"input_{i}")
output_type = compound_node_type.find_output(f"output_{i}")
self.assertEquals(input_type.port_type, og.AttributePortType.ATTRIBUTE_PORT_TYPE_INPUT)
self.assertEquals(output_type.port_type, og.AttributePortType.ATTRIBUTE_PORT_TYPE_OUTPUT)
async def test_extended_type_property(self):
"""
Test the attribute extended type property
"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
regular_input = compound_node_type.add_input("input_0", "int", True, 1)
union_input = compound_node_type.add_extended_input(
"input_1", "int, float", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
any_input = compound_node_type.add_extended_input(
"input_2", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
regular_output = compound_node_type.add_output("output_0", "int", True, 1)
union_output = compound_node_type.add_extended_output(
"output_1", "int, float", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
any_output = compound_node_type.add_extended_output(
"output_2", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
self.assertTrue(regular_input.is_valid())
self.assertTrue(union_input.is_valid())
self.assertTrue(any_input.is_valid())
self.assertTrue(regular_output.is_valid())
self.assertTrue(union_output.is_valid())
self.assertTrue(any_output.is_valid())
self.assertEquals(regular_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR)
self.assertEquals(union_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
self.assertEquals(any_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
self.assertEquals(regular_output.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR)
self.assertEquals(union_output.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
self.assertEquals(any_output.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
async def test_get_types_method(self):
"""Test the get types methods returns the expected list values"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
regular_input = compound_node_type.add_input("input_0", "int", True, 1)
union_input = compound_node_type.add_extended_input(
"input_1", "int, float", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
any_input = compound_node_type.add_extended_input(
"input_2", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
regular_output = compound_node_type.add_output("output_0", "float", True, 1)
union_output = compound_node_type.add_extended_output(
"output_1", "double[2], int[], normalf[3]", True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION
)
any_output = compound_node_type.add_extended_output(
"output_2", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
self.assertTrue(regular_input.is_valid())
self.assertTrue(union_input.is_valid())
self.assertTrue(any_input.is_valid())
self.assertTrue(regular_output.is_valid())
self.assertTrue(union_output.is_valid())
self.assertTrue(any_output.is_valid())
self.assertEqual(regular_input.get_types(), [og.Type(og.BaseDataType.INT)])
self.assertEqual(regular_output.get_types(), [og.Type(og.BaseDataType.FLOAT)])
self.assertEqual(union_input.get_types(), [og.Type(og.BaseDataType.INT), og.Type(og.BaseDataType.FLOAT)])
self.assertEqual(
union_output.get_types(),
[
og.Type(og.BaseDataType.DOUBLE, 2),
og.Type(og.BaseDataType.INT, 1, 1),
og.Type(og.BaseDataType.FLOAT, 3, 0, og.AttributeRole.NORMAL),
],
)
self.assertEqual(any_input.get_types(), [])
self.assertEqual(any_output.get_types(), [])
async def test_attribute_template_set_type(self):
"""Tests the set type and set extended type calls"""
stage = omni.usd.get_context().get_stage()
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
prim = stage.GetPrimAtPath("/World/Compounds/TestType")
regular_input = compound_node_type.add_input("input_0", "int", True, 1)
regular_output = compound_node_type.add_output("output_0", "int", True, 2)
input_rel = prim.GetRelationship("omni:graph:input:input_0")
output_rel = prim.GetRelationship("omni:graph:output:output_0")
self.assertTrue(regular_input.get_types(), [og.Type(og.BaseDataType.INT)])
self.assertTrue(regular_output.get_types(), [og.Type(og.BaseDataType.INT)])
self.assertTrue(input_rel.IsValid())
self.assertTrue(output_rel.IsValid())
self.assertEqual(input_rel.GetCustomDataByKey("omni:graph:default"), 1)
self.assertEqual(output_rel.GetCustomDataByKey("omni:graph:default"), 2)
# set to union or any type and validate the key is removed
regular_input.set_extended_type(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION, "numerics")
regular_output.set_extended_type(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
self.assertEqual(regular_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
self.assertEqual(regular_output.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY)
self.assertGreater(len(regular_input.get_types()), 5)
self.assertEqual(regular_output.get_types(), [])
self.assertIsNone(input_rel.GetCustomDataByKey("omni:graph:default"))
self.assertIsNone(output_rel.GetCustomDataByKey("omni:graph:default"))
self.assertEqual(input_rel.GetCustomDataByKey("omni:graph:type"), "numerics")
self.assertIsNone(output_rel.GetCustomDataByKey("omni:graph:type"))
# validate setting a regular input with the wrong method has no effect
with ogts.ExpectedError():
regular_input.set_extended_type(og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR, "int")
self.assertEqual(regular_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_UNION)
regular_input.set_type(og.Type(og.BaseDataType.FLOAT, 3, 1), [(1, 2, 3), (4, 5, 6)])
self.assertEqual(regular_input.extended_type, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_REGULAR)
self.assertEqual(
input_rel.GetCustomDataByKey("omni:graph:default"), Vt.Vec3fArray([Gf.Vec3f(1, 2, 3), Gf.Vec3f(4, 5, 6)])
)
self.assertEqual(input_rel.GetCustomDataByKey("omni:graph:type"), "float[3][]")
regular_output.set_type(og.Type(og.BaseDataType.FLOAT, 2))
self.assertEqual(output_rel.GetCustomDataByKey("omni:graph:default"), None)
self.assertEqual(output_rel.GetCustomDataByKey("omni:graph:type"), "float[2]")
async def test_connect_by_path(self):
"""Test the connect by path API call"""
stage = omni.usd.get_context().get_stage()
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
prim = stage.GetPrimAtPath("/World/Compounds/TestType")
graph_path = prim.GetPath().AppendChild("Graph")
(_, (_add_node1, _add_node2), _, _) = og.Controller.edit(
str(graph_path),
{og.Controller.Keys.CREATE_NODES: [("Add", "omni.graph.nodes.Add"), ("Add2", "omni.graph.nodes.Add")]},
)
node_path = graph_path.AppendChild("add_node")
input_1 = compound_node_type.add_extended_input(
"input_1", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
# invalid Paths will throw a value error
with self.assertRaises(ValueError):
input_1.connect_by_path(None)
with self.assertRaises(ValueError):
input_1.connect_by_path(2.0)
with self.assertRaises(ValueError):
input_1.connect_by_path("PATH WITH INVALID IDENTIFIERS - !@#$%^")
# valid paths that are not part of the CNT graph produces errors and return false.
with ogts.ExpectedError():
self.assertFalse(input_1.connect_by_path("/World")) # valid path, not part of the graph
with ogts.ExpectedError():
self.assertFalse(input_1.connect_by_path(graph_path)) # valid SDFPath, not child of the graph
full_attr_path = node_path.AppendProperty("inputs:a")
rel_attr_path = "add.inputs:b"
self.assertTrue(input_1.connect_by_path(full_attr_path))
self.assertTrue(input_1.connect_by_path(rel_attr_path))
self.assertEqual(len(input_1.get_connections()), 2)
# existing connections don't append
self.assertFalse(input_1.connect_by_path(node_path.AppendProperty("inputs:a")))
self.assertEqual(len(input_1.get_connections()), 2)
output_1 = compound_node_type.add_extended_output(
"output_1", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
self.assertTrue(output_1.connect_by_path(node_path.AppendProperty("outputs:sum")))
self.assertEqual(len(output_1.get_connections()), 1)
self.assertTrue(output_1.connect_by_path("Add2.outputs:sum"))
self.assertEqual(len(output_1.get_connections()), 1)
self.validate_connections_match_usd(input_1, "omni:graph:input:input_1")
self.validate_connections_match_usd(output_1, "omni:graph:output:output_1")
def create_test_node_with_input_and_output(self) -> Tuple[ogu.AttributeTemplate, ogu.AttributeTemplate]:
"""Creates a comound_node_type with two attributes with connections"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
graph_path = "/World/Compounds/TestType/Graph"
(_, (_add_node1, _add_node2), _, _) = og.Controller.edit(
graph_path,
{og.Controller.Keys.CREATE_NODES: [("Add", "omni.graph.nodes.Add"), ("Add2", "omni.graph.nodes.Add")]},
)
input_1 = compound_node_type.add_extended_input(
"input_1", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
self.assertEqual(input_1.get_connections(), [])
input_1.connect_by_path("/World/Compounds/TestType/Graph/Add.inputs:a")
input_1.connect_by_path("Add.inputs:b")
input_1.connect_by_path("Add2.inputs:a")
input_1.connect_by_path("Add2.inputs:b")
output_1 = compound_node_type.add_extended_output(
"output_1", None, True, og.ExtendedAttributeType.EXTENDED_ATTR_TYPE_ANY
)
self.assertEqual(output_1.get_connections(), [])
output_1.connect_by_path("Add.outputs:sum")
return (input_1, output_1)
async def test_get_connections(self):
"""
Test the get_connection member function returns the expected connection values
"""
(input_1, output_1) = self.create_test_node_with_input_and_output()
self.validate_connections_match_usd(input_1, "omni:graph:input:input_1")
self.validate_connections_match_usd(output_1, "omni:graph:output:output_1")
self.assertEqual(output_1.get_connections(), ["Add.outputs:sum"])
output_1.connect_by_path("Add2.outputs:sum")
self.assertEqual(input_1.get_connections(), ["Add.inputs:a", "Add.inputs:b", "Add2.inputs:a", "Add2.inputs:b"])
self.assertEqual(output_1.get_connections(), ["Add2.outputs:sum"])
self.validate_connections_match_usd(input_1, "omni:graph:input:input_1")
self.validate_connections_match_usd(output_1, "omni:graph:output:output_1")
async def test_disconnect_all(self):
"""Test the disconnect_all member function"""
(input_1, output_1) = self.create_test_node_with_input_and_output()
self.assertNotEqual(input_1.get_connections(), [])
self.assertNotEqual(output_1.get_connections(), [])
input_1.disconnect_all()
self.assertEqual(input_1.get_connections(), [])
input_1.disconnect_all()
self.assertEqual(input_1.get_connections(), [])
output_1.disconnect_all()
self.assertEqual(output_1.get_connections(), [])
self.validate_connections_match_usd(input_1, "omni:graph:input:input_1")
self.validate_connections_match_usd(output_1, "omni:graph:output:output_1")
async def test_disconnect_by_path(self):
"""Tests disconnect_by_path API call"""
(input_1, _) = self.create_test_node_with_input_and_output()
self.assertEqual(len(input_1.get_connections()), 4)
# non existing path
self.assertFalse(input_1.disconnect_by_path("Add.omni:graph:input:not_valid"))
# existing absolute path
self.assertTrue(input_1.disconnect_by_path("/World/Compounds/TestType/Graph/Add.inputs:b"))
self.assertTrue(input_1.disconnect_by_path("Add2.inputs:b"))
self.assertEqual(input_1.get_connections(), ["Add.inputs:a", "Add2.inputs:a"])
self.validate_connections_match_usd(input_1, "omni:graph:input:input_1")
async def test_connections_are_set_when_loaded(self):
"""Tests that connections that are loaded from USD can be retrieved through the API"""
(result, error) = await ogts.load_test_file(self._simple_test_file, use_caller_subdirectory=True)
self.assertTrue(result, error)
compound_node_type = ogu.find_compound_node_type_by_path("/World/Compounds/Compound")
self.assertTrue(compound_node_type.is_valid())
input_a = compound_node_type.find_input("A")
input_b = compound_node_type.find_input("B")
output = compound_node_type.find_output("Value")
self.assertTrue(input_a.is_valid())
self.assertTrue(input_b.is_valid())
self.assertTrue(output.is_valid())
self.assertEqual(input_a.get_connections(), ["Add_Node.inputs:a"])
self.assertEqual(input_b.get_connections(), ["Add_Node.inputs:b"])
self.assertEqual(output.get_connections(), ["Add_Node.outputs:sum"])
async def test_set_get_metadata(self):
"""Tests that validate the calls to set and retrieve metadata work as expected"""
(input_1, output_1) = self.create_test_node_with_input_and_output()
entries = VALID_ATTRIBUTE_OGN_KEYS_AND_SAMPLES
for (key, value) in entries.items():
input_1.set_metadata(key, value)
output_1.set_metadata(key, value)
for (key, value) in entries.items():
self.assertTrue(input_1.get_metadata(key), value)
self.assertTrue(output_1.get_metadata(key), value)
# create a graph with the compound node and validate the values transfer
(_, (node,), _, _) = og.Controller.edit(
"/World/PushGraph", {og.Controller.Keys.CREATE_NODES: [("Node", "test.nodes.TestType")]}
)
node_input = node.get_attribute("inputs:input_1")
node_output = node.get_attribute("outputs:output_1")
for (key, value) in entries.items():
self.assertEqual(node_input.get_metadata(key), value)
self.assertEqual(node_output.get_metadata(key), value)
async def test_set_get_metadata_reloads_from_file(self):
"""Tests that creating and setting metadata persists when the file reloads"""
(input_1, output_1) = self.create_test_node_with_input_and_output()
entries = VALID_ATTRIBUTE_OGN_KEYS_AND_SAMPLES
for (key, value) in entries.items():
input_1.set_metadata(key, value)
output_1.set_metadata(key, value)
with tempfile.TemporaryDirectory() as tmpdirname:
# save the file
tmp_file_path = Path(tmpdirname) / "tmp.usda"
result = omni.usd.get_context().save_as_stage(str(tmp_file_path))
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# reload the file back
(result, error) = await ogts.load_test_file(str(tmp_file_path))
self.assertTrue(result, error)
compound_node_type = ogu.find_compound_node_type_by_path("/World/Compounds/TestType")
self.assertTrue(compound_node_type.is_valid())
input_1 = compound_node_type.find_input("input_1")
output_1 = compound_node_type.find_output("output_1")
self.assertTrue(input_1.is_valid())
self.assertTrue(output_1.is_valid())
for (key, value) in entries.items():
input_1.set_metadata(key, value)
output_1.set_metadata(key, value)
async def test_stress_test_add_input_output(self):
"""
Stress tests having many inputs and outputs on compound nodes.
Validates that 'handles' maintain their correct object when
internal movement of vectors is happening
"""
num_inputs = 1000
num_outputs = 1000
ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
node_type = og.get_node_type("test.nodes.TestType")
self.assertTrue(node_type.is_valid())
compound_node_type = ogu.get_compound_node_type(node_type)
self.assertTrue(compound_node_type.is_valid())
# build up a large number of inputs and outputs
for i in range(0, num_inputs):
compound_node_type.add_input(f"in_{i}", "int", True)
for j in range(0, num_outputs):
compound_node_type.add_output(f"out_{j}", "int", True)
# validate the inputs and outputs return the correct object
for i in range(0, num_inputs):
input_attr = compound_node_type.find_input(f"in_{i}")
self.assertTrue(input_attr.is_valid(), f"Failed at index {i}")
self.assertEquals(input_attr.name, f"inputs:in_{i}")
for j in range(0, num_outputs):
output = compound_node_type.find_output(f"out_{j}")
self.assertTrue(output.is_valid(), f"Failed at index {j}")
self.assertEquals(output.name, f"outputs:out_{j}")
# remove alternate inputs and outputs
for i in range(1, num_inputs, 2):
compound_node_type.remove_input_by_name(f"in_{i}")
for j in range(1, num_outputs, 2):
compound_node_type.remove_output_by_name(f"out_{j}")
# verify everything is as expected.
for i in range(0, num_inputs):
input_attr = compound_node_type.find_input(f"in_{i}")
if (i % 2) == 0:
self.assertTrue(input_attr.is_valid(), f"Failed at index {i}")
self.assertEquals(input_attr.name, f"inputs:in_{i}")
else:
self.assertFalse(input_attr.is_valid())
for j in range(0, num_outputs):
output = compound_node_type.find_output(f"out_{j}")
if (j % 2) == 0:
self.assertTrue(output.is_valid(), f"Failed at index{j}")
self.assertEquals(output.name, f"outputs:out_{j}")
else:
self.assertFalse(output.is_valid())
# ----------------------------------------------------------------------
async def test_default_data(self):
"""
Tests setting and getting default data through the attributetemplate ABI
"""
compound_node_type = ogu.create_compound_node_type("TestType", "Graph", "test.nodes")
name_index = 0
def validate_type(og_type, data):
nonlocal name_index
input_name = f"input_{name_index}"
name_index = name_index + 1
attr_input = compound_node_type.add_input(input_name, og_type.get_ogn_type_name(), True, data)
actual_data = attr_input.get_default_data()
expected_data = data
# special case for half floats where the precision can fail verify_values due to loss of precision
if og_type.base_type == og.BaseDataType.HALF:
if og_type.array_depth > 0 or og_type.tuple_count > 1:
expected_data = np.array(np.array(data, dtype=np.float16), dtype=np.float32)
else:
expected_data = float(np.half(data))
ogts.verify_values(
expected_data, actual_data, f"Comparison failed {str(actual_data)} vs {str(expected_data)}"
)
validate_type(og.Type(og.BaseDataType.BOOL), True)
validate_type(og.Type(og.BaseDataType.BOOL), False)
validate_type(og.Type(og.BaseDataType.BOOL, 1, 1), [True, False])
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 0, og.AttributeRole.COLOR), (1, 0, 0))
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 1, og.AttributeRole.COLOR), [(1, 0, 0), (0, 1, 0)])
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 0, og.AttributeRole.COLOR), (1, 0, 0))
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 1, og.AttributeRole.COLOR), [(1, 0, 0), (0, 1, 0)])
validate_type(og.Type(og.BaseDataType.HALF, 3, 0, og.AttributeRole.COLOR), (1, 0, 0))
validate_type(og.Type(og.BaseDataType.HALF, 3, 1, og.AttributeRole.COLOR), [(1, 0, 0), (0, 1, 0)])
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 0, og.AttributeRole.COLOR), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 1, og.AttributeRole.COLOR), [(1, 0, 0, 1), (0, 1, 1, 0)])
validate_type(og.Type(og.BaseDataType.FLOAT, 4, 0, og.AttributeRole.COLOR), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.FLOAT, 4, 1, og.AttributeRole.COLOR), [(1, 0, 0, 1), (0, 1, 1, 0)])
validate_type(og.Type(og.BaseDataType.HALF, 4, 0, og.AttributeRole.COLOR), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.HALF, 4, 1, og.AttributeRole.COLOR), [(1, 0, 0, 1), (0, 1, 1, 0)])
validate_type(og.Type(og.BaseDataType.DOUBLE), 1.5)
validate_type(og.Type(og.BaseDataType.DOUBLE, 2), (1.5, 1.6))
validate_type(og.Type(og.BaseDataType.DOUBLE, 2, 1), [(1.5, 1.6), (2.5, 2.6)])
validate_type(og.Type(og.BaseDataType.DOUBLE, 3), (1.5, 1.6, 1.7))
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 1), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)])
validate_type(og.Type(og.BaseDataType.DOUBLE, 4), (1.5, 1.6, 1.7, 1.8))
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 1), [(1.5, 1.6, 1.7, 1.8), (2.5, 2.6, 2.7, 2.8)])
validate_type(og.Type(og.BaseDataType.DOUBLE, 1, 1), [1.5, 1.6, 1.7])
validate_type(og.Type(og.BaseDataType.FLOAT), 1.5)
validate_type(og.Type(og.BaseDataType.FLOAT, 2), (1.5, 1.6))
validate_type(og.Type(og.BaseDataType.FLOAT, 2, 1), [(1.5, 1.6), (2.5, 2.6)])
validate_type(og.Type(og.BaseDataType.FLOAT, 3), (1.5, 1.6, 1.7))
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 1), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)])
validate_type(og.Type(og.BaseDataType.FLOAT, 4), (1.5, 1.6, 1.7, 1.8))
validate_type(og.Type(og.BaseDataType.FLOAT, 4, 1), [(1.5, 1.6, 1.7, 1.8), (2.5, 2.6, 2.7, 2.8)])
validate_type(og.Type(og.BaseDataType.FLOAT, 1, 1), [1.5, 1.6, 1.7])
validate_type(
og.Type(og.BaseDataType.DOUBLE, 16, 0, og.AttributeRole.FRAME),
((1, 0, 0, 1), (2, 0, 0, 2), (3, 0, 0, 3), (4, 0, 0, 4)),
)
validate_type(
og.Type(og.BaseDataType.DOUBLE, 16, 1, og.AttributeRole.FRAME),
[
((1, 0, 0, 1), (2, 0, 0, 2), (3, 0, 0, 3), (4, 0, 0, 4)),
((5, 0, 0, 5), (6, 0, 0, 6), (7, 0, 0, 7), (8, 0, 0, 8)),
],
)
validate_type(og.Type(og.BaseDataType.HALF), 1.5)
validate_type(og.Type(og.BaseDataType.HALF, 2), (1.5, 1.6))
validate_type(og.Type(og.BaseDataType.HALF, 2, 1), [(1.5, 1.6), (2.5, 2.6)])
validate_type(og.Type(og.BaseDataType.HALF, 3), (1.5, 1.6, 1.7))
validate_type(og.Type(og.BaseDataType.HALF, 3, 1), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)])
validate_type(og.Type(og.BaseDataType.HALF, 4), (1.5, 1.6, 1.7, 1.8))
validate_type(og.Type(og.BaseDataType.HALF, 4, 1), [(1.5, 1.6, 1.7, 1.8), (2.5, 2.6, 2.7, 2.8)])
validate_type(og.Type(og.BaseDataType.HALF, 1, 1), [1.5, 1.6, 1.7])
validate_type(og.Type(og.BaseDataType.INT), 1)
validate_type(og.Type(og.BaseDataType.INT, 2), (1, 2))
validate_type(og.Type(og.BaseDataType.INT, 2, 1), [(1, 2), (3, 4)])
validate_type(og.Type(og.BaseDataType.INT, 3), (1, 2, 3))
validate_type(og.Type(og.BaseDataType.INT, 3, 1), [(1, 2, 3), (3, 4, 5)])
validate_type(og.Type(og.BaseDataType.INT, 4), (1, 2, 3, 4))
validate_type(og.Type(og.BaseDataType.INT, 4, 1), [(1, 2, 3, 4), (3, 4, 5, 6)])
validate_type(og.Type(og.BaseDataType.INT64), 123456789012)
validate_type(og.Type(og.BaseDataType.INT64, 1, 1), [123456789012, 345678901234])
validate_type(og.Type(og.BaseDataType.INT, 1, 1), [1, 2, 3, 4, 5, 6])
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 0, og.AttributeRole.MATRIX), ((1, 2), (3, 4)))
validate_type(
og.Type(og.BaseDataType.DOUBLE, 4, 1, og.AttributeRole.MATRIX), [((1, 2), (3, 4)), ((5, 6), (7, 8))]
)
validate_type(og.Type(og.BaseDataType.DOUBLE, 9, 0, og.AttributeRole.MATRIX), ((1, 2, 3), (4, 5, 6), (7, 8, 9)))
validate_type(
og.Type(og.BaseDataType.DOUBLE, 9, 1, og.AttributeRole.MATRIX),
[((1, 2, 3), (4, 5, 6), (7, 8, 9)), ((0, 1, 2), (3, 4, 5), (6, 7, 8))],
)
validate_type(
og.Type(og.BaseDataType.DOUBLE, 16, 0, og.AttributeRole.MATRIX),
((1, 0, 0, 1), (2, 0, 0, 2), (3, 0, 0, 3), (4, 0, 0, 4)),
)
validate_type(
og.Type(og.BaseDataType.DOUBLE, 16, 1, og.AttributeRole.MATRIX),
[
((1, 0, 0, 1), (2, 0, 0, 2), (3, 0, 0, 3), (4, 0, 0, 4)),
((5, 0, 0, 5), (6, 0, 0, 6), (7, 0, 0, 7), (8, 0, 0, 8)),
],
)
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 0, og.AttributeRole.NORMAL), (0, 1, 0))
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 1, og.AttributeRole.NORMAL), [(1, 0.0, 0.0), (0, 1, 0.0)])
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 0, og.AttributeRole.NORMAL), (1.5, 1.6, 1.7))
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 1, og.AttributeRole.NORMAL), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)])
validate_type(og.Type(og.BaseDataType.HALF, 3, 0, og.AttributeRole.NORMAL), (1.5, 1.6, 1.7))
validate_type(og.Type(og.BaseDataType.HALF, 3, 1, og.AttributeRole.NORMAL), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)])
validate_type(og.Type(og.BaseDataType.DOUBLE, 3, 0, og.AttributeRole.POSITION), (1.5, 1.6, 1.7))
validate_type(
og.Type(og.BaseDataType.DOUBLE, 3, 1, og.AttributeRole.POSITION), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)]
)
validate_type(og.Type(og.BaseDataType.FLOAT, 3, 0, og.AttributeRole.POSITION), (1.5, 1.6, 1.7))
validate_type(
og.Type(og.BaseDataType.FLOAT, 3, 1, og.AttributeRole.POSITION), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)]
)
validate_type(og.Type(og.BaseDataType.HALF, 3, 0, og.AttributeRole.POSITION), (1.5, 1.6, 1.7))
validate_type(
og.Type(og.BaseDataType.HALF, 3, 1, og.AttributeRole.POSITION), [(1.5, 1.6, 1.7), (2.5, 2.6, 2.7)]
)
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 0, og.AttributeRole.QUATERNION), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.DOUBLE, 4, 1, og.AttributeRole.QUATERNION), [(1, 0, 0, 1), (0, 1, 0, 1)])
validate_type(og.Type(og.BaseDataType.FLOAT, 4, 0, og.AttributeRole.QUATERNION), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.FLOAT, 4, 1, og.AttributeRole.QUATERNION), [(1, 0, 0, 1), (0, 1, 0, 1)])
validate_type(og.Type(og.BaseDataType.HALF, 4, 0, og.AttributeRole.QUATERNION), (1, 0, 0, 1))
validate_type(og.Type(og.BaseDataType.HALF, 4, 1, og.AttributeRole.QUATERNION), [(1, 0, 0, 1), (0, 1, 0, 1)])
validate_type(og.Type(og.BaseDataType.UCHAR, 1, 1, og.AttributeRole.TEXT), "text")
validate_type(og.Type(og.BaseDataType.DOUBLE, 2, 0, og.AttributeRole.TEXCOORD), (1.5, 1.6))
validate_type(og.Type(og.BaseDataType.DOUBLE, 2, 1, og.AttributeRole.TEXCOORD), [(1.5, 1.6), (2.5, 2.6)])
validate_type(og.Type(og.BaseDataType.FLOAT, 2, 0, og.AttributeRole.TEXCOORD), (1.5, 1.6))
validate_type(og.Type(og.BaseDataType.FLOAT, 2, 1, og.AttributeRole.TEXCOORD), [(1.5, 1.6), (2.5, 2.6)])
| 31,304 | Python | 52.421502 | 120 | 0.62369 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_auto_instancing.py | """ Tests for omnigraph instancing """
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.test
import omni.usd
from pxr import OmniGraphSchemaTools, Sdf
# ======================================================================
class TestAutoInstancing(ogts.OmniGraphTestCase):
async def setUp(self):
await super().setUp()
timeline = omni.timeline.get_timeline_interface()
timeline.set_fast_mode(True)
# ----------------------------------------------------------------------
async def tick(self):
# Auto instance merging happens globaly before any compute takes place,
# but the decision of asking to be merged is a per-graph thing that can happen
# at the beggining of each graph compute, when the pipeline is already running
# So we need 2 frames in those tests to ensure that merging actually happens
await omni.kit.app.get_app().next_update_async()
await omni.kit.app.get_app().next_update_async()
# ----------------------------------------------------------------------
def create_simple_graph(self, graph_path, prim_path, value: int):
controller = og.Controller()
keys = og.Controller.Keys
# +------------+ +------------+
# | NewBundle |======>| InsertAttr |
# +------------+ | |
# ===>|val |
# | +------------+
# |
# | +---------------+
# | | WritePrimAttr |
# +------+ | | |
# |Const |=======>|value |
# +------+ | |
# | |
# +------+ | |
# |Const |=======>|path |
# +------+ | |
# | |
# +------------+ | |
# |ReadVariable|=======>|name |
# +------------+ +---------------+
#
# +--------------+
# |Tutorial State|
# +--------------+
# The tutorial state allows to exercise internal states when using auto instancing
# it does not need any connection to validate that it works as expected
# create the target prim
stage = omni.usd.get_context().get_stage()
prim = stage.DefinePrim(prim_path)
prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output2", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output3", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output4", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output5", Sdf.ValueTypeNames.Int).Set(0)
# create the graph
(graph, _, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("Path", "omni.graph.nodes.ConstantToken"),
("Value", "omni.graph.nodes.ConstantInt"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
("State", "omni.graph.tutorials.State"),
("NewBundle", "omni.graph.nodes.BundleConstructor"),
("Insert", "omni.graph.nodes.InsertAttribute"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "WritePrimAttr.inputs:name"),
("Path.inputs:value", "WritePrimAttr.inputs:primPath"),
("Value.inputs:value", "WritePrimAttr.inputs:value"),
("NewBundle.outputs_bundle", "Insert.inputs:data"),
("Value.inputs:value", "Insert.inputs:attrToInsert"),
],
keys.CREATE_VARIABLES: [
("attrib_name", og.Type(og.BaseDataType.TOKEN)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "attrib_name"),
("WritePrimAttr.inputs:usePath", True),
("Path.inputs:value", prim_path),
("Value.inputs:value", value),
("Insert.inputs:outputAttrName", "value"),
],
},
)
# set the variable default value
var = graph.find_variable("attrib_name")
og.Controller.set_variable_default_value(var, "graph_output")
return graph
# ----------------------------------------------------------------------
def create_instance_graph(self, graph_path, prim_root_path, inst_count, value: int):
controller = og.Controller()
keys = og.Controller.Keys
# +------------+ +------------+
# | NewBundle |======>| InsertAttr |
# +------------+ | |
# ===>|val |
# | +------------+
# |
# | +---------------+
# | | WritePrimAttr |
# +------+ | | |
# |Const |=======>|value |
# +------+ | |
# | |
# +------------+ | |
# |GraphTarget |======>|path |
# +------------+ | |
# | |
# +------------+ | |
# |ReadVariable|=======>|name |
# +------------+ +---------------+
#
# +--------------+
# |Tutorial State|
# +--------------+
(graph, _, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("ReadVariable", "omni.graph.core.ReadVariable"),
("Target", "omni.graph.nodes.GraphTarget"),
("Value", "omni.graph.nodes.ConstantInt"),
("WritePrimAttr", "omni.graph.nodes.WritePrimAttribute"),
("State", "omni.graph.tutorials.State"),
("NewBundle", "omni.graph.nodes.BundleConstructor"),
("Insert", "omni.graph.nodes.InsertAttribute"),
],
keys.CONNECT: [
("ReadVariable.outputs:value", "WritePrimAttr.inputs:name"),
("Target.outputs:primPath", "WritePrimAttr.inputs:primPath"),
("Value.inputs:value", "WritePrimAttr.inputs:value"),
("NewBundle.outputs_bundle", "Insert.inputs:data"),
("Value.inputs:value", "Insert.inputs:attrToInsert"),
],
keys.CREATE_VARIABLES: [
("attrib_name", og.Type(og.BaseDataType.TOKEN)),
],
keys.SET_VALUES: [
("ReadVariable.inputs:variableName", "attrib_name"),
("WritePrimAttr.inputs:usePath", True),
("Value.inputs:value", value),
("Insert.inputs:outputAttrName", "value"),
],
},
)
# set the variable default value
var = graph.find_variable("attrib_name")
og.Controller.set_variable_default_value(var, "graph_output")
# create instances
stage = omni.usd.get_context().get_stage()
for i in range(0, inst_count):
prim_name = f"{prim_root_path}_{i}"
prim = stage.DefinePrim(prim_name)
OmniGraphSchemaTools.applyOmniGraphAPI(stage, prim_name, graph_path)
prim.CreateAttribute("graph_output", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output2", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output3", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output4", Sdf.ValueTypeNames.Int).Set(0)
prim.CreateAttribute("graph_output5", Sdf.ValueTypeNames.Int).Set(0)
return graph
# ----------------------------------------------------------------------
async def setup_stage(self, use_usd, use_og_inst):
stage = omni.usd.get_context().get_stage()
inst_count = 4
int_range = range(1, 10)
if use_usd:
# main template
main_template_path = "/World/Template"
main_template_prim = f"{main_template_path}/Prim"
main_template_graph = f"{main_template_path}/Graph"
if use_og_inst:
graph = self.create_instance_graph(main_template_graph, main_template_prim, inst_count, 1)
else:
graph = self.create_simple_graph(main_template_graph, main_template_prim, 1)
for i in int_range:
smart_asset_path = f"/World/SmartAsset_{i}"
instance_prim = stage.DefinePrim(smart_asset_path)
instance_prim.GetReferences().AddReference("", main_template_path)
# give a chance to the graph to be created
await self.tick()
# setup the overs
for i in int_range:
smart_asset_path = f"/World/SmartAsset_{i}"
# keep the first value inherited from template
if i != 1:
attr = stage.GetPrimAtPath(f"{smart_asset_path}/Graph/Value").GetAttribute("inputs:value")
attr.Set(i)
if use_og_inst is False:
attr = stage.GetPrimAtPath(f"{smart_asset_path}/Graph/Path").GetAttribute("inputs:value")
attr.Set(f"/World/SmartAsset_{i}/Prim")
else:
for i in int_range:
if use_og_inst:
graph = self.create_instance_graph(f"/World/TestGraph_{i}", f"/World/Prim_{i}", inst_count, i)
else:
graph = self.create_simple_graph(f"/World/TestGraph_{i}", f"/World/Prim_{i}", i)
return graph
# ----------------------------------------------------------------------
def validate_results_and_reset(
self,
use_usd: bool,
use_og_inst: bool,
output: str = "graph_output",
first_sa: int = 1,
last_sa: int = 10,
first_og_inst: int = 0,
last_og_inst: int = 4,
mult: int = 1,
):
if use_usd:
graph_path = "/World/SmartAsset_{asset}/Graph"
base_path = "/World/SmartAsset_{asset}/Prim"
base_path_og = "/World/SmartAsset_{asset}/Prim_{inst}"
else:
graph_path = "/World/TestGraph_{asset}"
base_path = "/World/Prim_{asset}"
base_path_og = "/World/Prim_{asset}_{inst}"
# for internals states checks:
# all graph instances must have a different hundreds (ie. each has its own state)
# all graph instances must have a same mode 100 (ie. each one has executed against its own state)
state_hundreds_last_val = -1
state_last_mod100 = -1
stage = omni.usd.get_context().get_stage()
found_master_sa = False
for i in range(first_sa, last_sa):
graph = og.Controller.graph(graph_path.format(asset=i))
state_out = og.Controller.attribute(graph_path.format(asset=i) + "/State.outputs:monotonic")
insert_node = og.Controller.node(graph_path.format(asset=i) + "/Insert")
self.assertTrue(graph.is_auto_instanced())
inst_count = graph.get_instance_count()
if use_og_inst:
if found_master_sa:
self.assertTrue(inst_count == 4)
else:
if inst_count != 4:
self.assertTrue(inst_count == 36)
found_master_sa = True
for j in range(first_og_inst, last_og_inst):
prim_path = base_path_og.format(asset=i, inst=j)
attr = stage.GetPrimAtPath(prim_path).GetAttribute(output)
self.assertEqual(attr.Get(), i * mult)
attr.Set(0)
state_val = state_out.get(instance=j)
self.assertNotEqual(state_val // 100, state_hundreds_last_val)
state_hundreds_last_val = state_val // 100
if state_last_mod100 != -1:
self.assertEqual(state_val % 100, state_last_mod100)
state_last_mod100 = state_val % 100
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data", j)
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), i * mult)
else:
if found_master_sa:
self.assertTrue(inst_count == 0)
else:
if inst_count != 0:
self.assertTrue(inst_count == 9)
found_master_sa = True
prim_path = base_path.format(asset=i)
attr = stage.GetPrimAtPath(prim_path).GetAttribute(output)
self.assertEqual(attr.Get(), i * mult)
attr.Set(0)
state_val = state_out.get()
self.assertNotEqual(state_val // 100, state_hundreds_last_val)
state_hundreds_last_val = state_val // 100
if state_last_mod100 != -1:
self.assertEqual(state_val % 100, state_last_mod100)
state_last_mod100 = state_val % 100
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data")
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), i * mult)
# ----------------------------------------------------------------------
async def test_auto_instance_no_usd_without_og_instancing(self):
# Tests that we get a vectorized compute in smart asset situation
await self.setup_stage(False, False)
await self.tick()
self.validate_results_and_reset(False, False)
# ----------------------------------------------------------------------
async def test_auto_instance_no_usd_with_og_instancing(self):
# Tests that we get a vectorized compute in smart asset situation where asset have OG instancing
await self.setup_stage(False, True)
await self.tick()
self.validate_results_and_reset(False, True)
# ----------------------------------------------------------------------
async def test_auto_instance_usd_without_og_instancing(self):
# Tests that we get a vectorized compute in smart asset situation
await self.setup_stage(True, False)
await self.tick()
self.validate_results_and_reset(True, False)
# ----------------------------------------------------------------------
async def test_auto_instance_usd_with_og_instancing(self):
# Tests that we get a vectorized compute in smart asset situation where asset have OG instancing
await self.setup_stage(True, True)
await self.tick()
self.validate_results_and_reset(True, True)
# ----------------------------------------------------------------------
async def test_auto_instance_variable_without_og_instancing(self):
# Tests that variable changes are taken into account
template = await self.setup_stage(True, False)
# set the template to write to 2nd output
var = template.find_variable("attrib_name")
og.Controller.set_variable_default_value(var, "graph_output2")
await self.tick()
self.validate_results_and_reset(True, False, "graph_output2")
# change them 1 by 1 to write to 1st output
for i in range(1, 10):
graph = og.Controller.graph(f"/World/SmartAsset_{i}/Graph")
var = graph.find_variable("attrib_name")
og.Controller.set_variable_default_value(var, "graph_output3")
await self.tick()
self.validate_results_and_reset(True, False, "graph_output3", 1, i + 1)
if i != 9:
self.validate_results_and_reset(True, False, "graph_output2", i + 1, 10)
# ----------------------------------------------------------------------
async def test_auto_instance_variable_with_og_instancing(self):
# Tests that variable changes are taken into account
stage = omni.usd.get_context().get_stage()
template = await self.setup_stage(True, True)
await self.tick()
self.validate_results_and_reset(True, True, "graph_output")
# set the template to write to out2
template_var = template.find_variable("attrib_name")
og.Controller.set_variable_default_value(template_var, "graph_output2")
await self.tick()
self.validate_results_and_reset(True, True, "graph_output2")
# change first half of the OG template instances to write to out3
for i in range(0, 2):
prim_path = f"/World/Template/Prim_{i}"
prim = stage.GetPrimAtPath(prim_path)
variable = prim.CreateAttribute("graph:variable:attrib_name", Sdf.ValueTypeNames.Token)
variable.Set("graph_output3")
await self.tick()
self.validate_results_and_reset(True, True, "graph_output3", 1, 10, 0, 2)
self.validate_results_and_reset(True, True, "graph_output2", 1, 10, 2, 4)
# override half SA/Graph to write to out4
for i in range(1, 5):
graph = og.Controller.graph(f"/World/SmartAsset_{i}/Graph")
var = graph.find_variable("attrib_name")
og.Controller.set_variable_default_value(var, "graph_output4")
await self.tick()
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 1, 5, 0, 2)
# COMES FROM: SA/Graph
self.validate_results_and_reset(True, True, "graph_output4", 1, 5, 2, 4)
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 5, 10, 0, 2)
# COMES FROM: Template/Graph
self.validate_results_and_reset(True, True, "graph_output2", 5, 10, 2, 4)
# Apply SA/OG_inst override to all known provenance
for i in [1, 2, 5, 6]:
for j in [0, 2]:
prim_path = f"/World/SmartAsset_{i}/Prim_{j}"
prim = stage.GetPrimAtPath(prim_path)
variable = prim.CreateAttribute("graph:variable:attrib_name", Sdf.ValueTypeNames.Token)
variable.Set("graph_output5")
await self.tick()
# COMES FROM: SA/OG_inst
self.validate_results_and_reset(True, True, "graph_output5", 1, 3, 0, 1)
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 1, 3, 1, 2)
# COMES FROM: SA/OG_inst
self.validate_results_and_reset(True, True, "graph_output5", 1, 3, 2, 3)
# COMES FROM: SA/Graph
self.validate_results_and_reset(True, True, "graph_output4", 1, 3, 3, 4)
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 3, 5, 0, 2)
# COMES FROM: SA/Graph
self.validate_results_and_reset(True, True, "graph_output4", 3, 5, 2, 4)
# COMES FROM: SA/OG_inst
self.validate_results_and_reset(True, True, "graph_output5", 5, 7, 0, 1)
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 5, 7, 1, 2)
# COMES FROM: SA/OG_inst
self.validate_results_and_reset(True, True, "graph_output5", 5, 7, 2, 3)
# COMES FROM: Template/Graph
self.validate_results_and_reset(True, True, "graph_output2", 5, 7, 3, 4)
# COMES FROM: Template/OG_inst
self.validate_results_and_reset(True, True, "graph_output3", 7, 10, 0, 2)
# COMES FROM: Template/Graph
self.validate_results_and_reset(True, True, "graph_output2", 7, 10, 2, 4)
# ----------------------------------------------------------------------
async def test_auto_instance_value_without_og_instancing(self):
# Tests that value changes are taken into account
stage = omni.usd.get_context().get_stage()
await self.setup_stage(True, False)
await self.tick()
self.validate_results_and_reset(True, False)
for i in range(1, 5):
smart_asset_path = f"/World/SmartAsset_{i}"
attr = stage.GetPrimAtPath(f"{smart_asset_path}/Graph/Value").GetAttribute("inputs:value")
attr.Set(i * 10)
await self.tick()
self.validate_results_and_reset(True, False, "graph_output", 1, 5, mult=10)
self.validate_results_and_reset(True, False, "graph_output", 5, 10)
# same, but through OG directly
for i in range(1, 5):
smart_asset_path = f"/World/SmartAsset_{i}"
attr = og.Controller.attribute(f"{smart_asset_path}/Graph/Value.inputs:value")
attr.set(i * 20)
await self.tick()
self.validate_results_and_reset(True, False, "graph_output", 1, 5, mult=20)
self.validate_results_and_reset(True, False, "graph_output", 5, 10)
# ----------------------------------------------------------------------
async def test_auto_instance_value_with_og_instancing(self):
# Tests that a value change is taken into account
stage = omni.usd.get_context().get_stage()
await self.setup_stage(True, True)
await self.tick()
self.validate_results_and_reset(True, True)
for i in range(1, 5):
smart_asset_path = f"/World/SmartAsset_{i}"
attr = stage.GetPrimAtPath(f"{smart_asset_path}/Graph/Value").GetAttribute("inputs:value")
attr.Set(i * 10)
await self.tick()
self.validate_results_and_reset(True, True, "graph_output", 1, 5, mult=10)
self.validate_results_and_reset(True, True, "graph_output", 5, 10)
# same, but through OG directly
for i in range(1, 5):
smart_asset_path = f"/World/SmartAsset_{i}"
attr = og.Controller.attribute(f"{smart_asset_path}/Graph/Value.inputs:value")
attr.set(i * 20)
await self.tick()
self.validate_results_and_reset(True, True, "graph_output", 1, 5, mult=20)
self.validate_results_and_reset(True, True, "graph_output", 5, 10)
# ----------------------------------------------------------------------
def _check_value_and_reset(self, val1, val2, with_inst):
stage = omni.usd.get_context().get_stage()
states_out = [
og.Controller.attribute("/World/Graph1/State.outputs:monotonic"),
og.Controller.attribute("/World/Graph2/State.outputs:monotonic"),
]
# for internals states checks:
# all graph instances must have a different hundreds (ie. each has its own state)
# all graph instances must have a same mode 100 (ie. each one has executed against its own state)
state_hundreds_last_val = -1
state_last_mod100 = -1
if with_inst:
for i in range(0, 4):
attr = stage.GetPrimAtPath(f"/World/Prim1_{i}").GetAttribute("graph_output")
self.assertEqual(attr.Get(), val1)
attr.Set(0)
attr = stage.GetPrimAtPath(f"/World/Prim2_{i}").GetAttribute("graph_output")
self.assertEqual(attr.Get(), val2)
attr.Set(0)
for state_out in states_out:
state_val = state_out.get(instance=i)
self.assertNotEqual(state_val // 100, state_hundreds_last_val)
state_hundreds_last_val = state_val // 100
if state_last_mod100 != -1:
self.assertEqual(state_val % 100, state_last_mod100)
state_last_mod100 = state_val % 100
# bundle for graph 1
graph = og.Controller.graph("/World/Graph1")
insert_node = og.Controller.node("/World/Graph1/Insert")
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data", i)
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), val1)
# bundle for graph 2
graph = og.Controller.graph("/World/Graph2")
insert_node = og.Controller.node("/World/Graph2/Insert")
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data", i)
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), val2)
else:
attr = stage.GetPrimAtPath("/World/Prim1").GetAttribute("graph_output")
self.assertEqual(attr.Get(), val1)
attr.Set(0)
attr = stage.GetPrimAtPath("/World/Prim2").GetAttribute("graph_output")
self.assertEqual(attr.Get(), val2)
attr.Set(0)
for state_out in states_out:
state_val = state_out.get()
self.assertNotEqual(state_val // 100, state_hundreds_last_val)
state_hundreds_last_val = state_val // 100
if state_last_mod100 != -1:
self.assertEqual(state_val % 100, state_last_mod100)
state_last_mod100 = state_val % 100
# bundle for graph 1
graph = og.Controller.graph("/World/Graph1")
insert_node = og.Controller.node("/World/Graph1/Insert")
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data")
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), val1)
# bundle for graph 2
graph = og.Controller.graph("/World/Graph2")
insert_node = og.Controller.node("/World/Graph2/Insert")
bundle_out = graph.get_default_graph_context().get_output_bundle(insert_node, "outputs_data")
bundle_attrib = bundle_out.get_attribute_by_name("value")
self.assertEqual(bundle_attrib.get(), val2)
# ----------------------------------------------------------------------
async def _change_check_reset(self, val1, val2, with_inst, with_usd):
if with_usd:
stage = omni.usd.get_context().get_stage()
val_g1 = stage.GetPrimAtPath("/World/Graph1/Value").GetAttribute("inputs:value")
val_g2 = stage.GetPrimAtPath("/World/Graph2/Value").GetAttribute("inputs:value")
val_g1.Set(val1)
val_g2.Set(val2)
else:
val_g1 = og.Controller.attribute("/World/Graph1/Value.inputs:value")
val_g2 = og.Controller.attribute("/World/Graph2/Value.inputs:value")
val_g1.set(val1)
val_g2.set(val2)
await self.tick()
self._check_value_and_reset(val1, val2, with_inst)
# ----------------------------------------------------------------------
async def _instantiation_test(self, use_og_inst):
# create the graphs
if use_og_inst:
inst_count = 4
graph1 = self.create_instance_graph("/World/Graph1", "/World/Prim1", inst_count, 1)
graph2 = self.create_instance_graph("/World/Graph2", "/World/Prim2", inst_count, 2)
else:
inst_count = 0
graph1 = self.create_simple_graph("/World/Graph1", "/World/Prim1", 1)
graph2 = self.create_simple_graph("/World/Graph2", "/World/Prim2", 2)
# add a variable to the first one
graph1.create_variable("_tmp_", og.Type(og.BaseDataType.TOKEN))
# run a frame
await self.tick()
# check that the call was not vectorized
self.assertFalse(graph1.is_auto_instanced())
self.assertTrue(graph1.get_instance_count() == inst_count)
self.assertFalse(graph2.is_auto_instanced())
self.assertTrue(graph2.get_instance_count() == inst_count)
# check results
self._check_value_and_reset(1, 2, use_og_inst)
# change values
await self._change_check_reset(3, 4, use_og_inst, True)
await self._change_check_reset(5, 6, use_og_inst, False)
# add the same variable to graph2
graph2.create_variable("_tmp_", og.Type(og.BaseDataType.TOKEN))
# run a frame
await self.tick()
# check that the call is now vectorized
self.assertTrue(graph1.is_auto_instanced())
self.assertTrue(graph2.is_auto_instanced())
ic1 = graph1.get_instance_count()
ic2 = graph2.get_instance_count()
if use_og_inst:
self.assertTrue(
(ic1 == 2 * inst_count and ic2 == inst_count) or (ic1 == inst_count and ic2 == 2 * inst_count)
)
else:
self.assertTrue((ic1 == 2 and ic2 == 0) or (ic1 == 0 and ic2 == 2))
# check results
self._check_value_and_reset(5, 6, use_og_inst)
# change values
await self._change_check_reset(7, 8, use_og_inst, True)
await self._change_check_reset(9, 10, use_og_inst, False)
# force each graph to not use auto instancing
for g in [graph1, graph2]:
g.set_auto_instancing_allowed(False)
await self.tick()
# check that the call was not vectorized
self.assertFalse(graph1.is_auto_instanced())
self.assertTrue(graph1.get_instance_count() == inst_count)
self.assertFalse(graph2.is_auto_instanced())
self.assertTrue(graph2.get_instance_count() == inst_count)
# check that it works
# this also validates that the graph/bundle data has been properly migrated between master/slave
self._check_value_and_reset(9, 10, use_og_inst)
# change values
await self._change_check_reset(11, 12, use_og_inst, True)
await self._change_check_reset(13, 14, use_og_inst, False)
# activate back auto instancing
g.set_auto_instancing_allowed(True)
await self.tick()
# check that the call is now vectorized
self.assertTrue(graph1.is_auto_instanced())
self.assertTrue(graph2.is_auto_instanced())
ic1 = graph1.get_instance_count()
ic2 = graph2.get_instance_count()
if use_og_inst:
self.assertTrue(
(ic1 == 2 * inst_count and ic2 == inst_count) or (ic1 == inst_count and ic2 == 2 * inst_count)
)
else:
self.assertTrue((ic1 == 2 and ic2 == 0) or (ic1 == 0 and ic2 == 2))
# check that it works
self._check_value_and_reset(13, 14, use_og_inst)
# change values
await self._change_check_reset(15, 16, use_og_inst, True)
# back to initial value (for next loop or next test)
await self._change_check_reset(9, 10, use_og_inst, False)
# add a new variable to graph1
graph1.create_variable("_tmp2_", og.Type(og.BaseDataType.TOKEN))
# run a frame
await self.tick()
# check that the call is now back to non-vectorized
self.assertFalse(graph1.is_auto_instanced())
self.assertTrue(graph1.get_instance_count() == inst_count)
self.assertFalse(graph2.is_auto_instanced())
self.assertTrue(graph2.get_instance_count() == inst_count)
# check results
self._check_value_and_reset(9, 10, use_og_inst)
# change values
await self._change_check_reset(11, 12, use_og_inst, True)
await self._change_check_reset(13, 14, use_og_inst, False)
# ----------------------------------------------------------------------
async def test_auto_instance_instantiation_without_og_instancing(self):
# Tests that a graph modification can make it an auto instance
await self._instantiation_test(False)
# ----------------------------------------------------------------------
async def test_auto_instance_instantiation_with_og_instancing(self):
# Tests that a graph modification can (un)make it an auto instance
await self._instantiation_test(True)
# ----------------------------------------------------------------------
async def test_auto_instance_signature_same_attrib(self):
# Tests that 2 graphs that have a node with same attribute names don't get merged
# the BooleanOr and BoolenAnd node has the same set of attributes:
# inputs:a, inputs:b and outputs:result
# 2 different graphs with the same topology but different nodes shouldn't get merged
controller = og.Controller()
keys = og.Controller.Keys
# create the graphs
(graph1, _, _, _) = controller.edit(
"/World/TestGraph1",
{
keys.CREATE_NODES: [
("/World/TestGraph1/Operation", "omni.graph.nodes.BooleanOr"),
],
keys.SET_VALUES: [
("/World/TestGraph1/Operation.inputs:a", {"type": "bool", "value": False}),
("/World/TestGraph1/Operation.inputs:b", {"type": "bool", "value": True}),
],
},
)
(graph2, _, _, _) = controller.edit(
"/World/TestGraph2",
{
keys.CREATE_NODES: [
("/World/TestGraph2/Operation", "omni.graph.nodes.BooleanAnd"),
],
keys.SET_VALUES: [
("/World/TestGraph2/Operation.inputs:a", {"type": "bool", "value": False}),
("/World/TestGraph2/Operation.inputs:b", {"type": "bool", "value": True}),
],
},
)
# run a frame
await self.tick()
# check results
self.assertFalse(graph1.is_auto_instanced())
self.assertFalse(graph2.is_auto_instanced())
self.assertEqual(controller.attribute("/World/TestGraph1/Operation.outputs:result").get(), True)
self.assertEqual(controller.attribute("/World/TestGraph2/Operation.outputs:result").get(), False)
# ----------------------------------------------------------------------
async def test_auto_instance_signature_different_connection(self):
# Tests that 2 graphs that have the same set of attributes with different connections don't get merged
controller = og.Controller()
keys = og.Controller.Keys
# create the graphs
(graph1, _, _, _) = controller.edit(
"/World/TestGraph1",
{
keys.CREATE_NODES: [
("Sub", "omni.graph.nodes.Subtract"),
("C1", "omni.graph.nodes.ConstantDouble"),
("C2", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [
("C1.inputs:value", "Sub.inputs:a"),
("C2.inputs:value", "Sub.inputs:b"),
],
keys.SET_VALUES: [
("C1.inputs:value", 10),
("C2.inputs:value", 5),
],
},
)
# connected the other way around
(graph2, _, _, _) = controller.edit(
"/World/TestGraph2",
{
keys.CREATE_NODES: [
("/World/TestGraph2/Sub", "omni.graph.nodes.Subtract"),
("/World/TestGraph2/C1", "omni.graph.nodes.ConstantDouble"),
("/World/TestGraph2/C2", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [
("/World/TestGraph2/C1.inputs:value", "/World/TestGraph2/Sub.inputs:b"),
("/World/TestGraph2/C2.inputs:value", "/World/TestGraph2/Sub.inputs:a"),
],
keys.SET_VALUES: [
("/World/TestGraph2/C1.inputs:value", 10),
("/World/TestGraph2/C2.inputs:value", 5),
],
},
)
# run a frame
await self.tick()
# check results
self.assertFalse(graph1.is_auto_instanced())
self.assertFalse(graph2.is_auto_instanced())
self.assertEqual(controller.attribute("/World/TestGraph1/Sub.outputs:difference").get(), 5)
self.assertEqual(controller.attribute("/World/TestGraph2/Sub.outputs:difference").get(), -5)
| 37,017 | Python | 45.042289 | 116 | 0.520572 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_compound_nodes.py | # noqa: PLC0302
import itertools
import math
import os
import re
import tempfile
from typing import List, Tuple
import omni.graph.core as og
import omni.graph.core._unstable as ogu
import omni.graph.core.tests as ogts
import omni.graph.tools.ogn as ogn
import omni.kit.test
import omni.usd
from pxr import OmniGraphSchema, Sdf
DESCRIPTION_METADATA_KEY = f"omni:graph:{ogn.MetadataKeys.DESCRIPTION}"
DISPLAYNAME_METADATA_KEY = f"omni:graph:{ogn.MetadataKeys.UI_NAME}"
# ------------------------------------------------------------------------
def get_node(graph: og.Graph, node_name: str) -> og.Node:
return graph.get_node(graph.get_path_to_graph() + "/" + node_name)
# ------------------------------------------------------------------------
def get_node_type_from_schema_prim(prim: OmniGraphSchema.OmniGraphCompoundNodeType) -> str:
"""Returns the node type from an omni graph prim"""
return f"{prim.GetOmniGraphNamespaceAttr().Get()}.{prim.GetPrim().GetPath().name}"
# ------------------------------------------------------------------------
class TestCompoundNodes(ogts.OmniGraphTestCase):
_simple_test_file = "TestCompoundGraph.usda"
_test_file_with_reference = "TestCompoundWithExternalReference.usda"
_test_file_with_default_values = "TestCompoundDefaultValues.usda"
_test_preschema_file = "TestPreSchemaCompoundNode.usda"
_test_graph_path = "/World/TestGraph"
_node_library_test_file = os.path.join(os.path.dirname(__file__), "data", "TestNodeLibrary.usda")
_library_compound_paths = [
"/World/Compounds/Madd",
"/World/Compounds/DebugString",
"/World/Compounds/Deg2Rad",
"/World/Compounds/CelciusToFahrenheit",
]
# -------------------------------------------------------------------------
def get_compound_folder(self):
return ogu.get_default_compound_node_type_folder()
def get_compound_path(self):
return f"{self.get_compound_folder()}/Compound"
def get_compound_graph_path(self):
return f"{self.get_compound_path()}/Graph"
# -------------------------------------------------------------------------
async def tearDown(self):
omni.timeline.get_timeline_interface().stop()
await super().tearDown()
# -------------------------------------------------------------------------
async def test_load_file_with_compound_node_def(self):
"""
Tests that a usd file containing a compound node definition loads the compound node and adds
it to the node database
"""
(result, error) = await ogts.load_test_file(self._simple_test_file, use_caller_subdirectory=True)
self.assertTrue(result, error)
# load the node type by path
node_type = og.get_node_type(self.get_compound_path())
self.assertIsNotNone(node_type)
expected_node_type = "local.nodes." + self.get_compound_path().rsplit("/", maxsplit=1)[-1]
self.assertEquals(node_type.get_node_type(), expected_node_type)
metadata = node_type.get_all_metadata()
# verify it has expected metadata
self.assertEquals(metadata["__categories"], "Compounds")
self.assertEquals(metadata["uiName"], "Compound")
self.assertEquals(metadata["tags"], "Compounds")
# -------------------------------------------------------------------------
async def test_usd_changes_reflect_in_node_type(self):
"""
Tests that changing OmniGraphCompoundNodeType values are reflected in the compound node
"""
stage = omni.usd.get_context().get_stage()
ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
# Change the schema_prim values
schema_prim = OmniGraphSchema.OmniGraphCompoundNodeType(stage.GetPrimAtPath(self.get_compound_path()))
schema_prim.GetOmniGraphCategoriesAttr().Set(["CatA", "CatB"])
schema_prim.GetOmniGraphDescriptionAttr().Set("Changed description")
schema_prim.GetOmniGraphTagsAttr().Set(["TagA", "TagB"])
schema_prim.GetOmniGraphUiNameAttr().Set("FakeUIName")
# validate they are changed in the node type
node_type = og.get_node_type(self.get_compound_path())
metadata = node_type.get_all_metadata()
self.assertEquals(metadata["__categories"], "CatA,CatB")
self.assertEquals(metadata["tags"], "CatA,CatB")
self.assertEquals(metadata["__description"], "Changed description")
self.assertEquals(metadata["uiName"], "FakeUIName")
# -------------------------------------------------------------------------
async def test_create_node_types_save_and_load(self):
"""Tests that a created node types save to USD and reload correctly"""
stage = omni.usd.get_context().get_stage()
# create a compound node
ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
with tempfile.TemporaryDirectory() as tmpdirname:
# save the file
tmp_file_path = os.path.join(tmpdirname, "tmp.usda")
result = omni.usd.get_context().save_as_stage(tmp_file_path)
self.assertTrue(result)
# refresh the stage
await omni.usd.get_context().new_stage_async()
# validate the node type was unloaded with the stage
self.assertFalse(og.get_node_type(self.get_compound_path()).is_valid())
# reload the file back
(result, error) = await ogts.load_test_file(tmp_file_path)
self.assertTrue(result, error)
# load the node type by path
node_type = og.get_node_type(self.get_compound_path())
self.assertIsNotNone(node_type)
expected_node_type = "local.nodes." + self.get_compound_path().rsplit("/", maxsplit=1)[-1]
self.assertEquals(node_type.get_node_type(), expected_node_type)
# -------------------------------------------------------------------------
def _create_and_test_graph_from_add_compound(
self, compound_path, input_a="input_a", input_b="input_b", output="value", should_add: bool = True
) -> og.Graph:
"""Create and test a graph around a simple compound of an add node"""
# create a graph that uses the compound graph
keys = og.Controller.Keys
controller = og.Controller()
(graph, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Compound", compound_path),
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Constant_b", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [
("Constant_a.inputs:value", f"Compound.inputs:{input_a}"),
("Constant_b.inputs:value", f"Compound.inputs:{input_b}"),
],
keys.SET_VALUES: [("Constant_a.inputs:value", 1.0), ("Constant_b.inputs:value", 2.0)],
},
)
self.assertTrue(nodes[0].get_attribute_exists(f"inputs:{input_a}"))
self.assertTrue(nodes[0].get_attribute_exists(f"inputs:{input_b}"))
self.assertTrue(nodes[0].get_attribute_exists(f"outputs:{output}"))
graph.evaluate()
result = nodes[0].get_attribute(f"outputs:{output}").get()
if should_add:
self.assertEquals(result, 3.0)
return graph
# ------------------------------------------------------------------------
def _create_graph_with_compound_node(self, compound_path: str) -> Tuple[og.Graph, og.Node]:
"""Create a graph that simply uses the compound node type specified."""
keys = og.Controller.Keys
controller = og.Controller()
(graph, nodes, _, _) = controller.edit(
self._test_graph_path, {keys.CREATE_NODES: [("Compound", compound_path)]}
)
return (graph, nodes[0])
# ------------------------------------------------------------------------
def _create_test_compound(
self, compound_name, graph_name="Graph", namespace="local.nodes.", compound_dir=None, evaluator_type=None
):
"""Creates a compound node/graph that wraps an add node"""
# create a compound node
(success, schema_prim) = ogu.cmds.CreateCompoundNodeType(
compound_name=compound_name,
graph_name=graph_name,
namespace=namespace,
folder=compound_dir,
evaluator_type=evaluator_type,
)
if not success:
raise og.OmniGraphError("CreateNodeType failed")
compound_path = str(schema_prim.GetPrim().GetPath())
graph_path = f"{compound_path}/{graph_name}"
node_path = f"{graph_path}/Add_Node"
node_type = get_node_type_from_schema_prim(schema_prim)
# Create a node in the sub graph
og.cmds.CreateNode(
graph=og.get_graph_by_path(graph_path),
node_path=node_path,
node_type="omni.graph.nodes.Add",
create_usd=True,
)
# assign inputs and outputs
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name="input_a", attribute_path=Sdf.Path(f"{node_path}.inputs:a")
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name="input_b", attribute_path=Sdf.Path(f"{node_path}.inputs:b")
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="value", attribute_path=Sdf.Path(f"{node_path}.outputs:sum")
)
# -------------------------------------------------------------------------
async def test_create_and_use_compound_node(self):
"""Tests manual creation, assignment and evaluation of a compound node"""
self._create_test_compound("Compound")
self._create_and_test_graph_from_add_compound(f"{self.get_compound_folder()}/Compound")
# -------------------------------------------------------------------------
async def test_create_and_use_compound_node_with_qualifiedname(self):
"""Tests that graphs can be referenced by the qualified name"""
self._create_test_compound("Compound")
self._create_and_test_graph_from_add_compound("local.nodes.Compound")
# -------------------------------------------------------------------------
async def test_create_and_use_compound_node_with_namespace(self):
"""Tests that graphs can be referenced using a different namespace"""
self._create_test_compound("Compound", "Graph", "test.nodes.")
self._create_and_test_graph_from_add_compound("test.nodes.Compound")
# -------------------------------------------------------------------------
async def test_create_and_rename_compound_node(self):
"""Tests created graphs can handle"""
self._create_test_compound("Compound", "Graph")
graph = self._create_and_test_graph_from_add_compound("local.nodes.Compound")
stage = omni.usd.get_context().get_stage()
# rename the compound node
new_compound_path = f"{self.get_compound_folder()}/NewCompound"
omni.kit.commands.execute("MovePrim", path_from=self.get_compound_path(), path_to=new_compound_path)
await omni.kit.app.get_app().next_update_async()
# validate the graph still updates
node = graph.get_node(graph.get_path_to_graph() + "/Constant_a")
node.get_attribute("inputs:value").set(2.0)
graph.evaluate()
node = graph.get_node(graph.get_path_to_graph() + "/Compound")
self.assertEquals(node.get_attribute("outputs:value").get(), 4.0)
# validate the node type is properly updated
node = OmniGraphSchema.OmniGraphNode(stage.GetPrimAtPath(node.get_prim_path()))
self.assertEquals("local.nodes.NewCompound", node.GetNodeTypeAttr().Get())
# -------------------------------------------------------------------------
async def test_change_compound_namespace(self):
"""Tests that changing the compound namespace is reflected in the nodes"""
self._create_test_compound("Compound")
graph = self._create_and_test_graph_from_add_compound(self.get_compound_path())
stage = omni.usd.get_context().get_stage()
# change the node type namespace
schema_prim = OmniGraphSchema.OmniGraphCompoundNodeType(stage.GetPrimAtPath(self.get_compound_path()))
schema_prim.GetOmniGraphNamespaceAttr().Set("test.nodes")
# validate the node type itself updates
node = OmniGraphSchema.OmniGraphNode(stage.GetPrimAtPath(f"{self._test_graph_path}/Compound"))
self.assertEquals("test.nodes.Compound", node.GetNodeTypeAttr().Get())
# validate the graph still updates
node = graph.get_node(graph.get_path_to_graph() + "/Constant_a")
node.get_attribute("inputs:value").set(2.0)
graph.evaluate()
node = graph.get_node(graph.get_path_to_graph() + "/Compound")
self.assertEquals(node.get_attribute("outputs:value").get(), 4.0)
# -------------------------------------------------------------------------
async def test_node_type_command_undo_redo(self):
"""Tests node type commands support undo/redo"""
stage = omni.usd.get_context().get_stage()
input_attribute_path = f"{self.get_compound_path()}.omni:graph:input:"
output_attribute_path = f"{self.get_compound_path()}.omni:graph:output:"
# create a compound node
ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
self.assertTrue(stage.GetPrimAtPath(self.get_compound_graph_path()).IsValid())
omni.kit.undo.undo()
self.assertFalse(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
self.assertFalse(stage.GetPrimAtPath(self.get_compound_graph_path()).IsValid())
omni.kit.undo.redo()
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
self.assertTrue(stage.GetPrimAtPath(self.get_compound_graph_path()).IsValid())
# Create a node in the sub graph
og.cmds.CreateNode(
graph=og.get_graph_by_path(self.get_compound_graph_path()),
node_path=self.get_compound_graph_path() + "/Add_Node",
node_type="omni.graph.nodes.Add",
create_usd=True,
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=self.get_compound_path(),
input_name="input_a",
attribute_path=Sdf.Path(self.get_compound_path() + "/Graph/Add_Node.inputs:a"),
)
self.assertTrue(stage.GetRelationshipAtPath(f"{input_attribute_path}input_a").IsValid())
omni.kit.undo.undo()
self.assertFalse(stage.GetRelationshipAtPath(f"{input_attribute_path}input_a").IsValid())
omni.kit.undo.redo()
self.assertTrue(stage.GetRelationshipAtPath(f"{input_attribute_path}input_a").IsValid())
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=self.get_compound_path(),
output_name="value",
attribute_path=Sdf.Path(self.get_compound_graph_path() + "/Add_Node.outputs:sum"),
)
self.assertTrue(stage.GetRelationshipAtPath(f"{output_attribute_path}value").IsValid())
omni.kit.undo.undo()
self.assertFalse(stage.GetRelationshipAtPath(f"{output_attribute_path}value").IsValid())
omni.kit.undo.redo()
self.assertTrue(stage.GetRelationshipAtPath(f"{output_attribute_path}value").IsValid())
ogu.cmds.RemoveCompoundNodeTypeInput(
node_type=self.get_compound_path(),
input_name="input_a",
)
self.assertFalse(stage.GetRelationshipAtPath(f"{input_attribute_path}input_a").IsValid())
omni.kit.undo.undo()
self.assertTrue(stage.GetRelationshipAtPath(f"{input_attribute_path}input_a").IsValid())
ogu.cmds.RemoveCompoundNodeTypeOutput(
node_type=self.get_compound_path(),
output_name="value",
)
self.assertFalse(stage.GetRelationshipAtPath(f"{output_attribute_path}value").IsValid())
omni.kit.undo.undo()
self.assertTrue(stage.GetRelationshipAtPath(f"{output_attribute_path}value").IsValid())
# set up the second input and test to make sure the graph works
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=self.get_compound_path(),
input_name="input_b",
attribute_path=Sdf.Path(self.get_compound_graph_path() + "/Add_Node.inputs:b"),
)
self._create_and_test_graph_from_add_compound(self.get_compound_path())
# -------------------------------------------------------------------------
async def test_nested_compound_nodes(self):
"""Tests that nested compounds can be created and execute as expected"""
# create an add compound for the inner node
self._create_test_compound("innerCompound")
inner_compound_path = f"{self.get_compound_folder()}/innerCompound"
ogu.cmds.CreateCompoundNodeType(compound_name="outerCompound", graph_name="Graph")
outer_compound_path = f"{self.get_compound_folder()}/outerCompound"
outer_graph_path = f"{outer_compound_path}/Graph"
outer_graph_node_path = f"{outer_graph_path}/Node"
# Create a node in the sub graph that uses the inner compound
og.cmds.CreateNode(
graph=og.get_graph_by_path(outer_graph_path),
node_path=outer_graph_node_path,
node_type=inner_compound_path,
create_usd=True,
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=outer_compound_path,
input_name="a",
attribute_path=Sdf.Path(f"{outer_graph_node_path}.inputs:input_a"),
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=outer_compound_path,
input_name="b",
attribute_path=Sdf.Path(f"{outer_graph_node_path}.inputs:input_b"),
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=outer_compound_path,
output_name="result",
attribute_path=Sdf.Path(f"{outer_graph_node_path}.outputs:value"),
)
self._create_and_test_graph_from_add_compound(outer_compound_path, "a", "b", "result")
# -------------------------------------------------------------------------
async def test_multiple_compounds_used(self):
"""Tests that multiple compounds of the same type can be used in a single graphs"""
self._create_test_compound("Compound")
# create a graph that uses the compound graph
# ------------ -------------
# [Const a]->|Compound a| -------> |Compound b |
# [Const b] | | [Const c]->| |
# ------------ -------------
keys = og.Controller.Keys
controller = og.Controller()
(graph, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Compound_a", self.get_compound_path()),
("Compound_b", self.get_compound_path()),
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Constant_b", "omni.graph.nodes.ConstantDouble"),
("Constant_c", "omni.graph.nodes.ConstantDouble"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Compound_a.inputs:input_a"),
("Constant_b.inputs:value", "Compound_a.inputs:input_b"),
("Compound_a.outputs:value", "Compound_b.inputs:input_a"),
("Constant_c.inputs:value", "Compound_b.inputs:input_b"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 1.0),
("Constant_b.inputs:value", 2.0),
("Constant_c.inputs:value", 3.0),
],
},
)
self.assertTrue(nodes[0].get_attribute_exists("inputs:input_a"))
self.assertTrue(nodes[0].get_attribute_exists("inputs:input_b"))
self.assertTrue(nodes[0].get_attribute_exists("outputs:value"))
self.assertTrue(nodes[1].get_attribute_exists("inputs:input_a"))
self.assertTrue(nodes[1].get_attribute_exists("inputs:input_b"))
self.assertTrue(nodes[1].get_attribute_exists("outputs:value"))
graph.evaluate()
# check intermediate result
result = nodes[0].get_attribute("outputs:value").get()
self.assertEquals(result, 3.0)
# check final result
result = nodes[1].get_attribute("outputs:value").get()
self.assertEquals(result, 6.0)
# -------------------------------------------------------------------------
async def test_compound_graph_does_not_run(self):
"""
Tests that when creating a compound graph, the compound graph itself
does not evaluate
"""
compound_name = "Compound"
graph_name = "Graph"
# create a compound node
ogu.cmds.CreateCompoundNodeType(compound_name=compound_name, graph_name=graph_name)
compound_path = f"{self.get_compound_folder()}/{compound_name}"
graph_path = f"{compound_path}/{graph_name}"
keys = og.Controller.Keys
controller = og.Controller()
(_, (time_node, to_string_node), _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("Time", "omni.graph.nodes.ReadTime"),
("ToString", "omni.graph.nodes.ToString"),
],
keys.CONNECT: [("Time.outputs:timeSinceStart", "ToString.inputs:value")],
},
)
for _ in range(1, 5):
await omni.kit.app.get_app().next_update_async()
self.assertEquals(time_node.get_compute_count(), 0)
self.assertEquals(to_string_node.get_compute_count(), 0)
# -------------------------------------------------------------------------
async def test_replace_with_compound_command(self):
"""Tests the replace with compound command under different scenarios"""
graph_path = "/World/Graph"
def build_graph(graph_path: str) -> Tuple[og.Node]:
# [ConstA] -----> [Add]---v
# [ConstB] -------^ [Add]---v
# [ConstC] ---------------^ [Add]--->[Magnitude]
# [ReadTime] ---------------------^
keys = og.Controller.Keys
controller = og.Controller()
(_graph, nodes, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"), # 0
("Constant_b", "omni.graph.nodes.ConstantDouble"), # 1
("Constant_c", "omni.graph.nodes.ConstantDouble"), # 2
("ReadTime", "omni.graph.nodes.ReadTime"), # 3
("Add1", "omni.graph.nodes.Add"), # 4
("Add2", "omni.graph.nodes.Add"), # 5
("Add3", "omni.graph.nodes.Add"), # 6
("Abs", "omni.graph.nodes.Magnitude"), # 7
],
keys.CONNECT: [
("Constant_a.inputs:value", "Add1.inputs:a"),
("Constant_b.inputs:value", "Add1.inputs:b"),
("Add1.outputs:sum", "Add2.inputs:a"),
("Constant_c.inputs:value", "Add2.inputs:b"),
("Add2.outputs:sum", "Add3.inputs:a"),
("ReadTime.outputs:timeSinceStart", "Add3.inputs:b"),
("Add3.outputs:sum", "Abs.inputs:input"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 1.0),
("Constant_b.inputs:value", 2.0),
("Constant_c.inputs:value", 3.0),
],
},
)
# Workaround...SET_VALUES does not set values in USD, which is needed to retain
# values when nodes are copied
stage = omni.usd.get_context().get_stage()
stage.GetAttributeAtPath(graph_path + "/Constant_a.inputs:value").Set(1.0)
stage.GetAttributeAtPath(graph_path + "/Constant_b.inputs:value").Set(2.0)
stage.GetAttributeAtPath(graph_path + "/Constant_c.inputs:value").Set(3.0)
return nodes
async def validate_graph(all_nodes: Tuple[og.Node], node_indices: List[int]):
# let the graph evaluate and cache the output value, which
# should increase with each tick
output_node = all_nodes[-1]
output_attr = output_node.get_attribute("outputs:magnitude")
await omni.kit.app.get_app().next_update_async()
self.assertGreater(output_node.get_compute_count(), 0)
self.assertGreater(output_attr.get(), 6.0)
last_val = output_attr.get()
# replace the given node set with a compound node
all_node_paths = [Sdf.Path(node.get_prim_path()) for node in all_nodes]
nodes = [all_nodes[i] for i in node_indices]
node_paths = [Sdf.Path(node.get_prim_path()) for node in nodes]
og.cmds.ReplaceWithCompound(nodes=node_paths)
# verify the compound node was created
compound_path = node_paths[0].GetParentPath().AppendChild("compound")
compound_node = og.get_node_by_path(str(compound_path))
self.assertTrue(compound_node.is_valid())
# if the last node is not the compound
if 7 not in node_indices:
# re-fetch the node from a path, the previous og.node may have been invalidated
abs_path = og.get_node_by_path(str(all_node_paths[7]))
output_attr = abs_path.get_attribute("outputs:magnitude")
await omni.kit.app.get_app().next_update_async()
# note: the compute count gets reset when the replace with compound, so validate it has advanced
self.assertGreater(abs_path.get_compute_count(), 0)
self.assertGreater(output_attr.get(), last_val)
else:
self.assertGreater(compound_node.get_compute_count(), 0)
# validate all nodes in the subgraph computed
graph_path = compound_path.AppendChild("Graph")
compound_graph = og.get_graph_by_path(str(graph_path))
self.assertTrue(compound_graph.is_valid())
compound_nodes = compound_graph.get_nodes()
self.assertGreater(len(compound_nodes), 0)
for compound_node in compound_nodes:
# Quick check for constant nodes. TODO: Add a more robust method to
# check for such nodes (check if a node has the "pure" scheduling
# hint and only runtime-constant input attributes)?
if "omni.graph.nodes.Constant" in compound_node.get_type_name():
self.assertEqual(compound_node.get_compute_count(), 0)
else:
self.assertGreater(compound_node.get_compute_count(), 0)
# add nodes
await validate_graph(build_graph(graph_path + "0"), [4, 5, 6])
# first two inputs + first add
await validate_graph(build_graph(graph_path + "1"), [0, 1, 4])
# last const + read time + last two adds
await validate_graph(build_graph(graph_path + "2"), [2, 3, 5, 6])
# all nodes except the last
await validate_graph(build_graph(graph_path + "3"), [0, 1, 2, 3, 4, 5, 6])
# -------------------------------------------------------------------------
async def _load_node_library(self):
stage = omni.usd.get_context().get_stage()
root_layer = stage.GetRootLayer()
# insert a subLayer with material.usda which contains just one material prim
omni.kit.commands.execute(
"CreateSublayer",
layer_identifier=root_layer.identifier,
sublayer_position=0,
new_layer_path=self._node_library_test_file,
transfer_root_content=False,
create_or_insert=False,
)
await omni.kit.app.get_app().next_update_async()
# -------------------------------------------------------------------------
async def _unload_node_library(self):
stage = omni.usd.get_context().get_stage()
root_layer = stage.GetRootLayer()
omni.kit.commands.execute("RemoveSublayer", layer_identifier=root_layer.identifier, sublayer_position=0)
await omni.kit.app.get_app().next_update_async()
# ------------------------------------------------------------------------
def _validate_library_nodes_loaded(self, are_loaded: bool):
stage = omni.usd.get_context().get_stage()
for path in self._library_compound_paths:
prim = stage.GetPrimAtPath(Sdf.Path(path))
prim_loaded_and_valid = bool(prim) and prim.IsA(OmniGraphSchema.OmniGraphCompoundNodeType)
self.assertEquals(are_loaded, prim_loaded_and_valid, f"Failed with {path}")
self.assertEquals(are_loaded, og.get_node_type(path).is_valid())
# -------------------------------------------------------------------------
async def test_compound_nodes_load_from_layer(self):
"""
Tests that node libraries loaded from a separate layer correctly
load and unload
"""
# load the library
await self._load_node_library()
self._validate_library_nodes_loaded(True)
# unload
await self._unload_node_library()
self._validate_library_nodes_loaded(False)
# reload the library
await self._load_node_library()
self._validate_library_nodes_loaded(True)
# unload the whole stage
await omni.usd.get_context().new_stage_async()
self._validate_library_nodes_loaded(False)
# -----------------------------------------------------------------------
async def test_compound_node_can_reference_layer(self):
"""
Tests that a compound node that references a compound graph
located in a layer
"""
await self._load_node_library()
# builds the graph
# [const]-->[compound]------->[magnitude]
# [const]---^ ^
# [const]------|
keys = og.Controller.Keys
controller = og.Controller()
(_graph, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Constant_b", "omni.graph.nodes.ConstantDouble"),
("Constant_c", "omni.graph.nodes.ConstantDouble"),
("Madd", "/World/Compounds/Madd"),
("Abs", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Madd.inputs:a"),
("Constant_b.inputs:value", "Madd.inputs:b"),
("Constant_c.inputs:value", "Madd.inputs:c"),
("Madd.outputs:sum", "Abs.inputs:input"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 1.0),
("Constant_b.inputs:value", 2.0),
("Constant_c.inputs:value", 3.0),
],
},
)
await omni.kit.app.get_app().next_update_async()
for node in nodes:
# Quick check for constant nodes. TODO: Add a more robust method to
# check for such nodes (check if a node has the "pure" scheduling
# hint and only runtime-constant input attributes)?
if not node.is_compound_node() and "omni.graph.nodes.Constant" not in node.get_type_name():
self.assertGreater(node.get_compute_count(), 0, f"Expected {node.get_prim_path()} to be computed")
attr = nodes[4].get_attribute("outputs:magnitude")
self.assertEquals(attr.get(), 1.0 * 2.0 + 3.0)
# -------------------------------------------------------------------------
async def test_compound_from_reference_runs(self):
"""
Tests that a graph containing a compound node with an external reference
can be loaded and run
"""
# Loads a graph on disk that looks like:
# where the compound references a graph from the TestNodeLibrary.usda (madd)
# [const]-->[compound]------->[magnitude]
# [const]---^ ^
# [const]------|
(result, error) = await ogts.load_test_file(self._test_file_with_reference, use_caller_subdirectory=True)
self.assertTrue(result, error)
await omni.kit.app.get_app().next_update_async()
graph = og.get_graph_by_path("/World/PushGraph")
nodes = graph.get_nodes()
self.assertGreater(len(nodes), 4, "Expected at least 5 nodes")
for node in nodes:
# Quick check for constant nodes. TODO: Add a more robust method to
# check for such nodes (check if a node has the "pure" scheduling
# hint and only runtime-constant input attributes)?
if not node.is_compound_node() and "omni.graph.nodes.Constant" not in node.get_type_name():
self.assertGreater(node.get_compute_count(), 0, f"Expected {node.get_prim_path()} to be computed")
output = og.get_node_by_path("/World/PushGraph/magnitude")
attr = output.get_attribute("outputs:magnitude")
self.assertEquals(attr.get(), 1.0 * 2.0 + 3.0)
# -------------------------------------------------------------------------
async def test_nested_reference_compound(self):
"""
Tests that a nested compound node loaded from a compound library runs
"""
await self._load_node_library()
keys = og.Controller.Keys
controller = og.Controller()
(_graph, (_constant, convert), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Convert", "/World/Compounds/CelciusToFahrenheit"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Convert.inputs:a"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 1.0),
],
},
)
await omni.kit.app.get_app().next_update_async()
self.assertEquals(convert.get_attribute("outputs:value").get(), 33.8)
# -------------------------------------------------------------------------
async def test_fan_out_to_compounds(self):
"""Tests that fan out into multiple compound nodes"""
await self._load_node_library()
# [Const] -> [Compound] -> [Add]
# -> [Compound] ->
keys = og.Controller.Keys
controller = og.Controller()
(_, (_, compound_a, compound_b, add), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Convert_a", "/World/Compounds/Deg2Rad"),
("Convert_b", "/World/Compounds/Deg2Rad"),
("Add", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Convert_a.inputs:a"),
("Constant_a.inputs:value", "Convert_b.inputs:a"),
("Convert_a.outputs:result", "Add.inputs:a"),
("Convert_b.outputs:result", "Add.inputs:b"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 180),
],
},
)
await omni.kit.app.get_app().next_update_async()
self.assertEquals(compound_a.get_attribute("outputs:result").get(), math.pi)
self.assertEquals(compound_b.get_attribute("outputs:result").get(), math.pi)
self.assertEquals(add.get_attribute("outputs:sum").get(), math.pi * 2.0)
# -------------------------------------------------------------------------
async def test_fan_out_from_compounds(self):
"""Tests that fan out from a compound node works"""
await self._load_node_library()
# [Const] -> [Compound] -> [Abs]
# -> [Abs]
keys = og.Controller.Keys
controller = og.Controller()
(_, (_, _, abs_a, abs_b), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Convert_a", "/World/Compounds/Deg2Rad"),
("Abs_a", "omni.graph.nodes.Magnitude"),
("Abs_b", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Convert_a.inputs:a"),
("Convert_a.outputs:result", "Abs_a.inputs:input"),
("Convert_a.outputs:result", "Abs_b.inputs:input"),
],
keys.SET_VALUES: [("Constant_a.inputs:value", 180)],
},
)
await omni.kit.app.get_app().next_update_async()
self.assertEquals(abs_a.get_attribute("outputs:magnitude").get(), math.pi)
self.assertEquals(abs_b.get_attribute("outputs:magnitude").get(), math.pi)
# -------------------------------------------------------------------------
async def test_register_compound_with_node_type_conflict(self):
"""
Tests that compound nodes registered with the same as built-in nodes produces error
and does NOT override the default node usage
"""
# Create the compound node
with ogts.ExpectedError():
self._create_test_compound("Add", "Graph", "omni.graph.nodes")
# Validate the compound is still created
stage = omni.usd.get_context().get_stage()
self.assertTrue(stage.GetPrimAtPath(self.get_compound_folder() + "/Add_01").IsValid())
self.assertTrue(stage.GetPrimAtPath(self.get_compound_folder() + "/Add_01/Graph").IsValid())
# Validate the built-in node type is actually used
keys = og.Controller.Keys
controller = og.Controller()
(graph, (_, _, add), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Constant_b", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Add.inputs:a"),
("Constant_b.inputs:value", "Add.inputs:b"),
],
keys.SET_VALUES: [("Constant_a.inputs:value", 1), ("Constant_b.inputs:value", 2)],
},
)
await controller.evaluate(graph)
self.assertEquals(add.get_attribute("outputs:sum").get(), 3)
# -------------------------------------------------------------------------
async def test_register_compound_with_compound_conflict(self):
"""Tests errors when registering multiple compounds with the same name"""
self._create_test_compound("Compound")
with ogts.ExpectedError():
self._create_test_compound(compound_name="Compound", compound_dir=Sdf.Path("/World/Compound/SubDir"))
self._create_and_test_graph_from_add_compound("local.nodes.Compound")
# -------------------------------------------------------------------------
async def test_create_node_type_prevents_duplicates(self):
"""Tests that CreateNodeType prevents duplicates through renaming"""
ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
ogu.cmds.CreateCompoundNodeType(compound_name="Add", graph_name="Graph", namespace="omni.graph.nodes")
stage = omni.usd.get_context().get_stage()
folder = stage.GetPrimAtPath(self.get_compound_folder())
self.assertEquals(len(folder.GetChildren()), 3)
self.assertTrue(stage.GetPrimAtPath(self.get_compound_folder() + "/Compound").IsValid())
self.assertFalse(stage.GetPrimAtPath(self.get_compound_folder() + "/Add").IsValid())
# --------------------------------------------------------------------------
async def test_create_node_type_with_existing_node_name(self):
"""
Tests that creating a node type with a name conflict on an existing node in the
graph functions does not break
"""
keys = og.Controller.Keys
controller = og.Controller()
(graph, (const_a, const_b, _, add, add_01), _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Constant_a", "omni.graph.nodes.ConstantDouble"),
("Constant_b", "omni.graph.nodes.ConstantDouble"),
("Constant_c", "omni.graph.nodes.ConstantDouble"),
("Add", "omni.graph.nodes.Add"),
("Add_01", "omni.graph.nodes.Add"),
],
keys.CONNECT: [
("Constant_a.inputs:value", "Add.inputs:a"),
("Constant_b.inputs:value", "Add.inputs:b"),
("Add.outputs:sum", "Add_01.inputs:a"),
("Constant_c.inputs:value", "Add_01.inputs:b"),
],
keys.SET_VALUES: [
("Constant_a.inputs:value", 1.0),
("Constant_b.inputs:value", 2.0),
("Constant_c.inputs:value", 3.0),
],
},
)
await og.Controller.evaluate(graph)
self.assertEquals(add_01.get_attribute("outputs:sum").get(), 6.0)
# replace the nodes with a node type that has the same name as an existing node
node_paths = [Sdf.Path(node.get_prim_path()) for node in [const_a, const_b, add]]
og.cmds.ReplaceWithCompound(nodes=node_paths, compound_name="Add_01")
# validate
add_01 = get_node(graph, "Add_01")
compound_node = next(filter(lambda node: node.is_compound_node(), graph.get_nodes()), None)
self.assertFalse(get_node(graph, "Constant_a").is_valid())
self.assertFalse(get_node(graph, "Constant_b").is_valid())
self.assertTrue(get_node(graph, "Constant_c").is_valid())
self.assertTrue(add_01.is_valid())
self.assertIsNotNone(compound_node)
self.assertNotEquals(Sdf.Path(compound_node.get_prim_path()).name, "Add_01")
# validate the graph
await og.Controller.evaluate(graph)
self.assertEquals(add_01.get_attribute("outputs:sum").get(), 6.0)
# --------------------------------------------------------------------------
async def test_is_compound_node_type(self):
"""Simple test that validates nodetype.is_compound_node"""
await self._load_node_library()
# C++ nodes
self.assertFalse(og.get_node_type("omni.graph.test.Add2IntegerArrays").is_compound_node_type())
self.assertFalse(og.get_node_type("omni.graph.test.ComputeErrorCpp").is_compound_node_type())
# python nodes
self.assertFalse(og.get_node_type("omni.graph.test.ComputeErrorPy").is_compound_node_type())
self.assertFalse(og.get_node_type("omni.graph.test.TestAllDataTypesPy").is_compound_node_type())
# compound nodes
self.assertTrue(og.get_node_type("local.nodes.Madd").is_compound_node_type())
self.assertTrue(og.get_node_type("local.nodes.DebugString").is_compound_node_type())
self.assertTrue(og.get_node_type("local.nodes.Deg2Rad").is_compound_node_type())
self.assertTrue(og.get_node_type("local.nodes.CelciusToFahrenheit").is_compound_node_type())
# --------------------------------------------------------------------------
async def test_compound_nodes_trigger_graph_registry_events(self):
"""Tests that changing compound node values triggers appropriate graph registry events"""
node_type_t = OmniGraphSchema.OmniGraphCompoundNodeType
await self._load_node_library()
events = []
def on_changed(event):
nonlocal events
events.append(event)
sub = og.GraphRegistry().get_event_stream().create_subscription_to_pop(on_changed)
self.assertIsNotNone(sub)
stage = omni.usd.get_context().get_stage()
prims = [node_type_t(stage.GetPrimAtPath(path)) for path in self._library_compound_paths]
for prim in prims:
prim.GetOmniGraphCategoriesAttr().Set(["NewCategory"])
await omni.kit.app.get_app().next_update_async()
self.assertEquals(len(events), len(self._library_compound_paths))
self.assertTrue(all(e.type == int(og.GraphRegistryEvent.NODE_TYPE_CATEGORY_CHANGED) for e in events))
events = []
for prim in prims:
prim.GetOmniGraphNamespaceAttr().Set("other.namespace")
await omni.kit.app.get_app().next_update_async()
# Double the count because there will be two events per compound (node type added, namespace changed)
self.assertEquals(len(events), len(self._library_compound_paths) * 2)
add_events = [
int(og.GraphRegistryEvent.NODE_TYPE_NAMESPACE_CHANGED),
int(og.GraphRegistryEvent.NODE_TYPE_ADDED),
]
self.assertTrue(all(e.type in add_events for e in events))
sub = None
# --------------------------------------------------------------------------
async def test_is_compound_graph(self):
"""Tests is_compound_graph returns true for compounds graphs"""
(result, error) = await ogts.load_test_file(self._test_file_with_reference, use_caller_subdirectory=True)
self.assertTrue(result, error)
await omni.kit.app.get_app().next_update_async()
graph = og.get_graph_by_path("/World/PushGraph")
self.assertTrue(graph.is_valid())
self.assertFalse(graph.is_compound_graph())
graph = og.get_graph_by_path("/World/PushGraph/madd/Graph")
self.assertTrue(graph.is_valid())
self.assertTrue(graph.is_compound_graph())
# ---------------------------------------------------------------------
def _create_lazy_compound(
self, compound_name, evaluator_type, graph_name="Graph", namespace="local.nodes.", compound_dir=None
):
"""Creates a compound node/graph that wraps an add node
The output is the time from a ReadTime node
"""
# Create a compound node/graph that can be used to evaluate lazy graphs
(success, schema_prim) = ogu.cmds.CreateCompoundNodeType(
compound_name=compound_name,
graph_name=graph_name,
namespace=namespace,
folder=compound_dir,
evaluator_type=evaluator_type,
)
if not success:
raise og.OmniGraphError("CreateNodeType failed")
compound_path = str(schema_prim.GetPrim().GetPath())
graph_path = f"{compound_path}/{graph_name}"
node_path = f"{graph_path}/ReadTime_Node"
node_type = get_node_type_from_schema_prim(schema_prim)
# Create a node in the sub graph
og.cmds.CreateNode(
graph=og.get_graph_by_path(graph_path),
node_path=node_path,
node_type="omni.graph.nodes.ReadTime",
create_usd=True,
)
# assign inputs and outputs
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="value", attribute_path=Sdf.Path(f"{node_path}.outputs:timeSinceStart")
)
# -------------------------------------------------------------------------
def _create_evaluation_graph(
self, compound_name, evaluator_type, graph_name="Graph", namespace="local.nodes.", compound_dir=None
):
"""
Creates a compound node for an evaluation graph
The underlying graph is [OnImpulse]->[TickCounter] and outputs the tick count
"""
(success, schema_prim) = ogu.cmds.CreateCompoundNodeType(
compound_name=compound_name,
graph_name=graph_name,
namespace=namespace,
folder=compound_dir,
evaluator_type=evaluator_type,
)
if not success:
raise og.OmniGraphError("CreateNodeType failed")
compound_path = str(schema_prim.GetPrim().GetPath())
graph_path = f"{compound_path}/{graph_name}"
node_path = f"{graph_path}/TickCounter"
node_type = get_node_type_from_schema_prim(schema_prim)
keys = og.Controller.Keys
controller = og.Controller()
(_, (_impulse, _counter), _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("OnImpulse", "omni.graph.action.OnImpulseEvent"),
("TickCounter", "omni.graph.action.Counter"),
],
keys.CONNECT: [
("OnImpulse.outputs:execOut", "TickCounter.inputs:execIn"),
],
keys.SET_VALUES: [("OnImpulse.inputs:onlyPlayback", False), ("OnImpulse.state:enableImpulse", True)],
},
)
# assign inputs and outputs
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="value", attribute_path=Sdf.Path(f"{node_path}.outputs:count")
)
# -------------------------------------------------------------------------
async def __evaluate_graph_types(self, compound_type: str, runner_type: str):
"""Tests that graphs can be referenced using a different namespace"""
if compound_type == "execution":
self._create_evaluation_graph("Compound", compound_type)
else:
self._create_lazy_compound("Compound", compound_type)
# create a graph that uses the compound graph
keys = og.Controller.Keys
controller = og.Controller()
(graph, (_compound, abs_node), _, _) = controller.edit(
{"graph_path": self._test_graph_path, "evaluator_name": runner_type},
{
keys.CREATE_NODES: [
("Compound", f"{self.get_compound_folder()}/Compound"),
("Abs", "omni.graph.nodes.Magnitude"),
],
keys.CONNECT: [
("Compound.outputs:value", "Abs.inputs:input"),
],
},
)
await omni.kit.app.get_app().next_update_async()
await og.Controller.evaluate(graph)
result = abs_node.get_attribute("outputs:magnitude").get()
return result > 0.0
# -------------------------------------------------------------------------
async def test_intermix_evaluator_types_in_compounds(self):
"""
Tests mixing evaluator types of graphs with compounds
This test uses a compound with a given evaluator type and a single output connected
to an outer graph
"""
# play the timeline so readtime nodes get updated
omni.timeline.get_timeline_interface().play()
outer_graph_modes = ["push", "dirty_push"]
compound_modes = ["push", "dirty_push", "execution"]
for (graph_type, compound_type) in itertools.product(outer_graph_modes, compound_modes):
with self.subTest(compound_type=compound_type, graph_type=graph_type):
success = await self.__evaluate_graph_types(compound_type, graph_type)
self.assertTrue(success, f"Graph Type: '{graph_type}' with Compound Type: '{compound_type}'")
await omni.usd.get_context().new_stage_async()
# -------------------------------------------------------------------------
async def test_evaluator_types_in_compounds(self):
"""
Test different evaluator types of graphs with compounds that have inputs and outputs
where the outer graph is a push graph
"""
compound_modes = ["push", "dirty_push", "execution"]
for compound_type in compound_modes:
with self.subTest(compound_type=compound_type):
self._create_test_compound("Compound", evaluator_type=compound_type)
should_add = compound_type in ("push", "dirty_push")
self._create_and_test_graph_from_add_compound(
f"{self.get_compound_folder()}/Compound", should_add=should_add
)
await omni.usd.get_context().new_stage_async()
# ----------------------------------------------------------------------------
async def test_deleted_compound_graph(self):
"""Basic test that validates a deleted compound doesn't cause a crash"""
stage = omni.usd.get_context().get_stage()
self._create_test_compound("Compound")
graph = self._create_and_test_graph_from_add_compound("local.nodes.Compound")
omni.kit.commands.execute("DeletePrims", paths=[self.get_compound_path()])
self.assertFalse(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
graph.evaluate()
# ----------------------------------------------------------------------------
async def test_create_node_type_attributes_with_fixed_types(self):
"""
Tests the CreateNodeTypeInput and CreateNodeTypeOutput with predefined types, including
extended types and validates the attributes are correctly created on the resulting
node instances
"""
stage = omni.usd.get_context().get_stage()
(_, schema_prim) = ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
node_type = get_node_type_from_schema_prim(schema_prim)
og_types = [
og.AttributeType.type_from_ogn_type_name(type_name) for type_name in ogn.supported_attribute_type_names()
]
str_inputs = ogn.supported_attribute_type_names() + list(ogn.ATTRIBUTE_UNION_GROUPS.keys())
# create attributes both from og.Type and ogn type strings (including "union" types)
for idx, og_type in enumerate(og_types):
name = re.sub(r"\W", "_", og_type.get_ogn_type_name())
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name=f"input_{name}_{idx}", attribute_path=None, default_type=og_type
)
if og_type.role not in [og.AttributeRole.BUNDLE, og.AttributeRole.TARGET]:
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name=f"output_{name}_{idx}", attribute_path=None, default_type=og_type
)
for idx, str_type in enumerate(str_inputs):
name = re.sub(r"\W", "_", str_type)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name=f"input_s_{name}_{idx}", attribute_path=None, default_type=str_type
)
if str_type not in ["bundle", "target"]:
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name=f"output_s_{name}_{idx}",
attribute_path=None,
default_type=str_type,
)
# validate bundles don't work
omni.kit.commands.set_logging_enabled(False)
(result, _) = ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="output_bundle_a", attribute_path=None, default_type="bundle"
)
self.assertFalse(result)
(result, _) = ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_bundle_b",
attribute_path=None,
default_type=og.Type(og.BaseDataType.PRIM, 1, 0, og.AttributeRole.BUNDLE),
)
self.assertFalse(result)
omni.kit.commands.set_logging_enabled(True)
# validate specifying no path or default_type still creates inputs and outputs
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name="input_empty", attribute_path=None, default_type=None
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="output_empty", attribute_path=None, default_type=None
)
# validate creation with list style unions
float_type_subset = [
og.Type(og.BaseDataType.FLOAT),
og.Type(og.BaseDataType.FLOAT, 2),
og.Type(og.BaseDataType.FLOAT, 3),
]
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type, input_name="input_union", attribute_path=None, default_type=float_type_subset
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type, output_name="output_union", attribute_path=None, default_type=float_type_subset
)
# create a graph that uses the compound graph
(_, compound_node) = self._create_graph_with_compound_node(f"{self.get_compound_folder()}/Compound")
# validate the attributes on the node have been created, and the resolved type matches where there is a regular type
for idx, og_type in enumerate(og_types):
name = re.sub(r"\W", "_", og_type.get_ogn_type_name())
input_name = f"inputs:input_{name}_{idx}"
self.assertTrue(compound_node.get_attribute(input_name).is_valid(), input_name)
self.assertEquals(compound_node.get_attribute(input_name).get_resolved_type(), og_type)
if og_type.role not in [og.AttributeRole.BUNDLE, og.AttributeRole.TARGET]:
output_name = f"outputs:output_{name}_{idx}"
self.assertTrue(compound_node.get_attribute(output_name).is_valid(), output_name)
self.assertEquals(compound_node.get_attribute(output_name).get_resolved_type(), og_type)
for idx, str_type in enumerate(str_inputs):
name = re.sub(r"\W", "_", str_type)
input_name = f"inputs:input_s_{name}_{idx}"
self.assertTrue(compound_node.get_attribute(input_name).is_valid(), input_name)
if str_type not in ["bundle", "target"]:
output_name = f"outputs:output_s_{name}_{idx}"
self.assertTrue(compound_node.get_attribute(output_name).is_valid(), output_name)
# empty inputs and outputs create
self.assertTrue(compound_node.get_attribute("inputs:input_empty").is_valid())
self.assertTrue(compound_node.get_attribute("outputs:output_empty").is_valid())
# list-style unions
self.assertTrue(compound_node.get_attribute("inputs:input_union").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_union").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
self.assertTrue(compound_node.get_attribute("outputs:output_union").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_union").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
# ----------------------------------------------------------------------------
async def test_create_node_type_attributes_with_fixed_types_and_connections(self):
"""
Tests CreateNodeTypeInput and CreateNodeTypeOutput when both an attribute_path
and a fixed types are applied
"""
# create a compound node
stage = omni.usd.get_context().get_stage()
(_, schema_prim) = ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
node_path = f"{self.get_compound_graph_path()}/Node"
union_path = f"{self.get_compound_graph_path()}/UnionNode"
union_path_2 = f"{self.get_compound_graph_path()}/UnionNodeTwo"
node_type = get_node_type_from_schema_prim(schema_prim)
input_prefix = f"{node_path}.inputs:"
output_prefix = f"{node_path}.outputs:"
# Create a node in the sub graph that has many fixed types
og.cmds.CreateNode(
graph=og.get_graph_by_path(self.get_compound_graph_path()),
node_path=node_path,
node_type="omni.graph.test.TestAllDataTypes",
create_usd=True,
)
# And nodes with union types
for path in [union_path, union_path_2]:
og.cmds.CreateNode(
graph=og.get_graph_by_path(self.get_compound_graph_path()),
node_path=path,
node_type="omni.graph.nodes.Add",
create_usd=True,
)
# attributes where the types match
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_bool",
attribute_path=Sdf.Path(f"{input_prefix}a_bool"),
default_type="bool",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_bool",
attribute_path=Sdf.Path(f"{output_prefix}a_bool"),
default_type="bool",
)
# attributes where the defined type is a union, and the attribute type is not
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_float",
attribute_path=Sdf.Path(f"{input_prefix}a_float"),
default_type="numerics",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_float",
attribute_path=Sdf.Path(f"{output_prefix}a_float"),
default_type="numerics",
)
# attributes where the defined type is fixed, and the attribute type is a union
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_double",
attribute_path=Sdf.Path(f"{union_path}.inputs:a"),
default_type="double",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_double",
attribute_path=Sdf.Path(f"{union_path}.outputs:sum"),
default_type="double",
)
# attributes where the types don't match
with ogts.ExpectedError():
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_float_2",
attribute_path=Sdf.Path(f"{input_prefix}a_token"),
default_type="float[2]",
)
with ogts.ExpectedError():
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_float_2",
attribute_path=Sdf.Path(f"{output_prefix}a_token"),
default_type="float[2]",
)
# union to union
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_union",
attribute_path=Sdf.Path(f"{union_path}.inputs:b"),
default_type="numerics",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_union",
attribute_path=Sdf.Path(f"{union_path_2}.outputs:sum"),
default_type="numerics",
)
# create a graph that uses the compound graph
(_, compound_node) = self._create_graph_with_compound_node(f"{self.get_compound_folder()}/Compound")
# types match exactly
self.assertTrue(compound_node.get_attribute("inputs:input_bool").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_bool").get_resolved_type(), og.Type(og.BaseDataType.BOOL)
)
self.assertTrue(compound_node.get_attribute("outputs:output_bool").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_bool").get_resolved_type(), og.Type(og.BaseDataType.BOOL)
)
# definition is a union, target is fixed
self.assertTrue(compound_node.get_attribute("inputs:input_float").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_float").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
self.assertTrue(compound_node.get_attribute("outputs:output_float").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_float").get_resolved_type(), og.Type(og.BaseDataType.FLOAT)
)
# definition is fixed, target is a union
self.assertTrue(compound_node.get_attribute("inputs:input_double").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_double").get_resolved_type(), og.Type(og.BaseDataType.DOUBLE)
)
self.assertTrue(compound_node.get_attribute("outputs:output_double").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_double").get_resolved_type(), og.Type(og.BaseDataType.DOUBLE)
)
# attributes where the types don't match
self.assertTrue(compound_node.get_attribute("inputs:input_float_2").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_float_2").get_resolved_type(),
og.Type(og.BaseDataType.FLOAT, 2, 0),
)
self.assertTrue(compound_node.get_attribute("outputs:output_float_2").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_float_2").get_resolved_type(),
og.Type(og.BaseDataType.FLOAT, 2, 0),
)
# both are unions
self.assertTrue(compound_node.get_attribute("inputs:input_union").is_valid())
self.assertEquals(
compound_node.get_attribute("inputs:input_union").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
self.assertTrue(compound_node.get_attribute("outputs:output_union").is_valid())
self.assertEquals(
compound_node.get_attribute("outputs:output_union").get_resolved_type(), og.Type(og.BaseDataType.UNKNOWN)
)
# ----------------------------------------------------------------------------
async def test_compound_node_input_output_metadata(self):
"""
Validate that metadata created on the input/outputs of a Compound Node Type
gets transferred to created nodes from those compounds
"""
stage = omni.usd.get_context().get_stage()
(_, schema_prim) = ogu.cmds.CreateCompoundNodeType(compound_name="Compound", graph_name="Graph")
self.assertTrue(stage.GetPrimAtPath(self.get_compound_path()).IsValid())
node_type = get_node_type_from_schema_prim(schema_prim)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="input_a",
attribute_path=None,
default_type="int",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="output_a",
attribute_path=None,
default_type="int",
)
# get the relationship created as the type input and output
input_rel = schema_prim.GetPrim().GetRelationship("omni:graph:input:input_a")
output_rel = schema_prim.GetPrim().GetRelationship("omni:graph:output:output_a")
self.assertTrue(input_rel.IsValid())
self.assertTrue(output_rel.IsValid())
# set the metadata on the relationships.
input_rel.SetCustomDataByKey(DESCRIPTION_METADATA_KEY, "InputDescription")
input_rel.SetCustomDataByKey(DISPLAYNAME_METADATA_KEY, "InputDisplayName")
output_rel.SetCustomDataByKey(DESCRIPTION_METADATA_KEY, "OutputDescription")
output_rel.SetCustomDataByKey(DISPLAYNAME_METADATA_KEY, "OutputDisplayName")
# create a graph that uses the compound node type
keys = og.Controller.Keys
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Compound", f"{self.get_compound_folder()}/Compound"),
]
},
)
node = nodes[0]
# Validate that the resulting node contains the metadata transfered when the node is created
input_attr = node.get_attribute("inputs:input_a")
output_attr = node.get_attribute("outputs:output_a")
self.assertEquals("InputDescription", input_attr.get_metadata(ogn.MetadataKeys.DESCRIPTION))
self.assertEquals("InputDisplayName", input_attr.get_metadata(ogn.MetadataKeys.UI_NAME))
self.assertEquals("OutputDescription", output_attr.get_metadata(ogn.MetadataKeys.DESCRIPTION))
self.assertEquals("OutputDisplayName", output_attr.get_metadata(ogn.MetadataKeys.UI_NAME))
# -------------------------------------------------------------------------
def assert_attribute_value(self, actual, expected):
"""
Helper method that deals with values returned from attributes, where
lists may actually be numpy arrays.
"""
ogts.verify_values(expected, actual, f"Comparison failed {str(actual)} vs {str(expected)}")
# ----------------------------------------------------------------------------
async def test_compound_node_input_defaults(self):
"""
Test that validates compound nodes that carry default values in their metadata initialize nodes
with the default values. This validates the attribute is correctly loaded with the typed default value
in the metadata of node type definition
"""
(result, error) = await ogts.load_test_file(self._test_file_with_default_values, use_caller_subdirectory=True)
self.assertTrue(result, error)
compound_node_type = ogu.find_compound_node_type_by_path("/World/Compounds/Compound")
self.assert_attribute_value(compound_node_type.find_input("a_bool").get_default_data(), 0)
self.assert_attribute_value(compound_node_type.find_input("a_bool_array").get_default_data(), [0, 1])
self.assert_attribute_value(
compound_node_type.find_input("a_colord_3").get_default_data(), [0.01625, 0.14125, 0.26625]
)
self.assert_attribute_value(
compound_node_type.find_input("a_colord_3_array").get_default_data(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_colord_4").get_default_data(), [0.01625, 0.14125, 0.26625, 0.39125]
)
self.assert_attribute_value(
compound_node_type.find_input("a_colord_4_array").get_default_data(),
[[0.01625, 0.14125, 0.26625, 0.39125], [0.39125, 0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorf_3").get_default_data(), [0.125, 0.25, 0.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorf_3_array").get_default_data(),
[[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorf_4").get_default_data(), [0.125, 0.25, 0.375, 0.5]
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorf_4_array").get_default_data(),
[[0.125, 0.25, 0.375, 0.5], [0.5, 0.375, 0.25, 0.125]],
)
self.assert_attribute_value(compound_node_type.find_input("a_colorh_3").get_default_data(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
compound_node_type.find_input("a_colorh_3_array").get_default_data(),
[[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorh_4").get_default_data(), [0.5, 0.625, 0.75, 0.875]
)
self.assert_attribute_value(
compound_node_type.find_input("a_colorh_4_array").get_default_data(),
[[0.5, 0.625, 0.75, 0.875], [0.875, 0.75, 0.625, 0.5]],
)
self.assert_attribute_value(compound_node_type.find_input("a_double").get_default_data(), 4.125)
self.assert_attribute_value(compound_node_type.find_input("a_double_2").get_default_data(), [4.125, 4.25])
self.assert_attribute_value(
compound_node_type.find_input("a_double_2_array").get_default_data(), [[4.125, 4.25], [2.125, 2.25]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_double_3").get_default_data(), [4.125, 4.25, 4.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_double_3_array").get_default_data(),
[[4.125, 4.25, 4.375], [2.125, 2.25, 2.375]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_double_4").get_default_data(), [4.125, 4.25, 4.375, 4.5]
)
self.assert_attribute_value(
compound_node_type.find_input("a_double_4_array").get_default_data(),
[[4.125, 4.25, 4.375, 4.5], [2.125, 2.25, 2.375, 2.5]],
)
self.assert_attribute_value(compound_node_type.find_input("a_double_array").get_default_data(), [4.125, 2.125])
self.assert_attribute_value(compound_node_type.find_input("a_execution").get_default_data(), 0)
self.assert_attribute_value(compound_node_type.find_input("a_float").get_default_data(), 4.5)
self.assert_attribute_value(compound_node_type.find_input("a_float_2").get_default_data(), [4.5, 4.625])
self.assert_attribute_value(
compound_node_type.find_input("a_float_2_array").get_default_data(), [[4.5, 4.625], [2.5, 2.625]]
)
self.assert_attribute_value(compound_node_type.find_input("a_float_3").get_default_data(), [4.5, 4.625, 4.75])
self.assert_attribute_value(
compound_node_type.find_input("a_float_3_array").get_default_data(),
[[4.5, 4.625, 4.75], [2.5, 2.625, 2.75]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_float_4").get_default_data(), [4.5, 4.625, 4.75, 4.875]
)
self.assert_attribute_value(
compound_node_type.find_input("a_float_4_array").get_default_data(),
[[4.5, 4.625, 4.75, 4.875], [2.5, 2.625, 2.75, 2.875]],
)
self.assert_attribute_value(compound_node_type.find_input("a_float_array").get_default_data(), [4.5, 2.5])
self.assert_attribute_value(
compound_node_type.find_input("a_frame_4").get_default_data(),
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_frame_4_array").get_default_data(),
[
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
[[2, 3, 3, 3], [3, 2, 3, 3], [3, 3, 2, 3], [3, 3, 3, 2]],
],
)
self.assert_attribute_value(compound_node_type.find_input("a_half").get_default_data(), 2.5)
self.assert_attribute_value(compound_node_type.find_input("a_half_2").get_default_data(), [2.5, 2.625])
self.assert_attribute_value(
compound_node_type.find_input("a_half_2_array").get_default_data(), [[2.5, 2.625], [4.5, 4.625]]
)
self.assert_attribute_value(compound_node_type.find_input("a_half_3").get_default_data(), [2.5, 2.625, 2.75])
self.assert_attribute_value(
compound_node_type.find_input("a_half_3_array").get_default_data(), [[2.5, 2.625, 2.75], [4.5, 4.625, 4.75]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_half_4").get_default_data(), [2.5, 2.625, 2.75, 2.875]
)
self.assert_attribute_value(
compound_node_type.find_input("a_half_4_array").get_default_data(),
[[2.5, 2.625, 2.75, 2.875], [4.5, 4.625, 4.75, 4.875]],
)
self.assert_attribute_value(compound_node_type.find_input("a_half_array").get_default_data(), [2.5, 4.5])
self.assert_attribute_value(compound_node_type.find_input("a_int").get_default_data(), -32)
self.assert_attribute_value(compound_node_type.find_input("a_int64").get_default_data(), -46)
self.assert_attribute_value(compound_node_type.find_input("a_int64_array").get_default_data(), [-46, -64])
self.assert_attribute_value(compound_node_type.find_input("a_int_2").get_default_data(), [-32, -31])
self.assert_attribute_value(
compound_node_type.find_input("a_int_2_array").get_default_data(), [[-32, -31], [-23, -22]]
)
self.assert_attribute_value(compound_node_type.find_input("a_int_3").get_default_data(), [-32, -31, -30])
self.assert_attribute_value(
compound_node_type.find_input("a_int_3_array").get_default_data(), [[-32, -31, -30], [-23, -22, -21]]
)
self.assert_attribute_value(compound_node_type.find_input("a_int_4").get_default_data(), [-32, -31, -30, -29])
self.assert_attribute_value(
compound_node_type.find_input("a_int_4_array").get_default_data(),
[[-32, -31, -30, -29], [-23, -22, -21, -20]],
)
self.assert_attribute_value(compound_node_type.find_input("a_int_array").get_default_data(), [-32, -23])
self.assert_attribute_value(compound_node_type.find_input("a_matrixd_2").get_default_data(), [[1, 0], [0, 1]])
self.assert_attribute_value(
compound_node_type.find_input("a_matrixd_2_array").get_default_data(), [[[1, 0], [0, 1]], [[2, 3], [3, 2]]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_matrixd_3").get_default_data(), [[1, 0, 0], [0, 1, 0], [0, 0, 1]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_matrixd_3_array").get_default_data(),
[[[1, 0, 0], [0, 1, 0], [0, 0, 1]], [[2, 3, 3], [3, 2, 3], [3, 3, 2]]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_matrixd_4").get_default_data(),
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_matrixd_4_array").get_default_data(),
[
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
[[2, 3, 3, 3], [3, 2, 3, 3], [3, 3, 2, 3], [3, 3, 3, 2]],
],
)
self.assert_attribute_value(
compound_node_type.find_input("a_normald_3").get_default_data(), [0.01625, 0.14125, 0.26625]
)
self.assert_attribute_value(
compound_node_type.find_input("a_normald_3_array").get_default_data(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_normalf_3").get_default_data(), [0.125, 0.25, 0.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_normalf_3_array").get_default_data(),
[[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]],
)
self.assert_attribute_value(compound_node_type.find_input("a_normalh_3").get_default_data(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
compound_node_type.find_input("a_normalh_3_array").get_default_data(),
[[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]],
)
self.assert_attribute_value(compound_node_type.find_input("a_objectId").get_default_data(), 46)
self.assert_attribute_value(compound_node_type.find_input("a_objectId_array").get_default_data(), [46, 64])
self.assert_attribute_value(compound_node_type.find_input("a_path").get_default_data(), "/This/Is")
self.assert_attribute_value(
compound_node_type.find_input("a_pointd_3").get_default_data(), [0.01625, 0.14125, 0.26625]
)
self.assert_attribute_value(
compound_node_type.find_input("a_pointd_3_array").get_default_data(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_pointf_3").get_default_data(), [0.125, 0.25, 0.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_pointf_3_array").get_default_data(),
[[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]],
)
self.assert_attribute_value(compound_node_type.find_input("a_pointh_3").get_default_data(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
compound_node_type.find_input("a_pointh_3_array").get_default_data(),
[[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_quatd_4").get_default_data(), [0.01625, 0.14125, 0.26625, 0.78]
)
self.assert_attribute_value(
compound_node_type.find_input("a_quatd_4_array").get_default_data(),
[[0.01625, 0.14125, 0.26625, 0.78], [0.14125, 0.26625, 0.39125, 0.51625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_quatf_4").get_default_data(), [0.125, 0.25, 0.375, 0.5]
)
self.assert_attribute_value(
compound_node_type.find_input("a_quatf_4_array").get_default_data(),
[[0.125, 0.25, 0.375, 0.5], [0.25, 0.375, 0.5, 0.625]],
)
self.assert_attribute_value(compound_node_type.find_input("a_quath_4").get_default_data(), [0, 0.25, 0.5, 0.75])
self.assert_attribute_value(
compound_node_type.find_input("a_quath_4_array").get_default_data(),
[[0, 0.25, 0.5, 0.75], [0.125, 0.375, 0.625, 0.875]],
)
self.assert_attribute_value(compound_node_type.find_input("a_string").get_default_data(), "Anakin")
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordd_2").get_default_data(), [0.01625, 0.14125]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordd_2_array").get_default_data(),
[[0.01625, 0.14125], [0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordd_3").get_default_data(), [0.01625, 0.14125, 0.26625]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordd_3_array").get_default_data(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(compound_node_type.find_input("a_texcoordf_2").get_default_data(), [0.125, 0.25])
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordf_2_array").get_default_data(), [[0.125, 0.25], [0.25, 0.125]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordf_3").get_default_data(), [0.125, 0.25, 0.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordf_3_array").get_default_data(),
[[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]],
)
self.assert_attribute_value(compound_node_type.find_input("a_texcoordh_2").get_default_data(), [0.5, 0.625])
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordh_2_array").get_default_data(), [[0.5, 0.625], [0.625, 0.5]]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordh_3").get_default_data(), [0.5, 0.625, 0.75]
)
self.assert_attribute_value(
compound_node_type.find_input("a_texcoordh_3_array").get_default_data(),
[[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]],
)
self.assert_attribute_value(compound_node_type.find_input("a_timecode").get_default_data(), 5)
self.assert_attribute_value(compound_node_type.find_input("a_timecode_array").get_default_data(), [5, 6])
self.assert_attribute_value(compound_node_type.find_input("a_token").get_default_data(), "Ahsoka")
self.assert_attribute_value(
compound_node_type.find_input("a_token_array").get_default_data(), ["Ahsoka", "Tano"]
)
self.assert_attribute_value(compound_node_type.find_input("a_uchar").get_default_data(), 12)
self.assert_attribute_value(compound_node_type.find_input("a_uchar_array").get_default_data(), [12, 8])
self.assert_attribute_value(compound_node_type.find_input("a_uint").get_default_data(), 32)
self.assert_attribute_value(compound_node_type.find_input("a_uint64").get_default_data(), 46)
self.assert_attribute_value(compound_node_type.find_input("a_uint64_array").get_default_data(), [46, 64])
self.assert_attribute_value(compound_node_type.find_input("a_uint_array").get_default_data(), [32, 23])
self.assert_attribute_value(
compound_node_type.find_input("a_vectord_3").get_default_data(), [0.01625, 0.14125, 0.26625]
)
self.assert_attribute_value(
compound_node_type.find_input("a_vectord_3_array").get_default_data(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(
compound_node_type.find_input("a_vectorf_3").get_default_data(), [0.125, 0.25, 0.375]
)
self.assert_attribute_value(
compound_node_type.find_input("a_vectorf_3_array").get_default_data(),
[[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]],
)
self.assert_attribute_value(compound_node_type.find_input("a_vectorh_3").get_default_data(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
compound_node_type.find_input("a_vectorh_3_array").get_default_data(),
[[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]],
)
# create a graph that uses the compound graph
keys = og.Controller.Keys
controller = og.Controller()
(_, nodes, _, _) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
("Compound", f"{self.get_compound_folder()}/Compound"),
]
},
)
node = nodes[0]
# validate that the generated nodes have the proper default set as well.
self.assert_attribute_value(node.get_attribute("inputs:a_bool").get(), 0)
self.assert_attribute_value(node.get_attribute("inputs:a_bool_array").get(), [0, 1])
self.assert_attribute_value(node.get_attribute("inputs:a_colord_3").get(), [0.01625, 0.14125, 0.26625])
self.assert_attribute_value(
node.get_attribute("inputs:a_colord_3_array").get(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_colord_4").get(), [0.01625, 0.14125, 0.26625, 0.39125])
self.assert_attribute_value(
node.get_attribute("inputs:a_colord_4_array").get(),
[[0.01625, 0.14125, 0.26625, 0.39125], [0.39125, 0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_colorf_3").get(), [0.125, 0.25, 0.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_colorf_3_array").get(), [[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_colorf_4").get(), [0.125, 0.25, 0.375, 0.5])
self.assert_attribute_value(
node.get_attribute("inputs:a_colorf_4_array").get(), [[0.125, 0.25, 0.375, 0.5], [0.5, 0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_colorh_3").get(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_colorh_3_array").get(), [[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_colorh_4").get(), [0.5, 0.625, 0.75, 0.875])
self.assert_attribute_value(
node.get_attribute("inputs:a_colorh_4_array").get(), [[0.5, 0.625, 0.75, 0.875], [0.875, 0.75, 0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_double").get(), 4.125)
self.assert_attribute_value(node.get_attribute("inputs:a_double_2").get(), [4.125, 4.25])
self.assert_attribute_value(node.get_attribute("inputs:a_double_2_array").get(), [[4.125, 4.25], [2.125, 2.25]])
self.assert_attribute_value(node.get_attribute("inputs:a_double_3").get(), [4.125, 4.25, 4.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_double_3_array").get(), [[4.125, 4.25, 4.375], [2.125, 2.25, 2.375]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_double_4").get(), [4.125, 4.25, 4.375, 4.5])
self.assert_attribute_value(
node.get_attribute("inputs:a_double_4_array").get(), [[4.125, 4.25, 4.375, 4.5], [2.125, 2.25, 2.375, 2.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_double_array").get(), [4.125, 2.125])
self.assert_attribute_value(node.get_attribute("inputs:a_execution").get(), 0)
self.assert_attribute_value(node.get_attribute("inputs:a_float").get(), 4.5)
self.assert_attribute_value(node.get_attribute("inputs:a_float_2").get(), [4.5, 4.625])
self.assert_attribute_value(node.get_attribute("inputs:a_float_2_array").get(), [[4.5, 4.625], [2.5, 2.625]])
self.assert_attribute_value(node.get_attribute("inputs:a_float_3").get(), [4.5, 4.625, 4.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_float_3_array").get(), [[4.5, 4.625, 4.75], [2.5, 2.625, 2.75]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_float_4").get(), [4.5, 4.625, 4.75, 4.875])
self.assert_attribute_value(
node.get_attribute("inputs:a_float_4_array").get(), [[4.5, 4.625, 4.75, 4.875], [2.5, 2.625, 2.75, 2.875]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_float_array").get(), [4.5, 2.5])
self.assert_attribute_value(
node.get_attribute("inputs:a_frame_4").get(), [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]]
)
self.assert_attribute_value(
node.get_attribute("inputs:a_frame_4_array").get(),
[
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
[[2, 3, 3, 3], [3, 2, 3, 3], [3, 3, 2, 3], [3, 3, 3, 2]],
],
)
self.assert_attribute_value(node.get_attribute("inputs:a_half").get(), 2.5)
self.assert_attribute_value(node.get_attribute("inputs:a_half_2").get(), [2.5, 2.625])
self.assert_attribute_value(node.get_attribute("inputs:a_half_2_array").get(), [[2.5, 2.625], [4.5, 4.625]])
self.assert_attribute_value(node.get_attribute("inputs:a_half_3").get(), [2.5, 2.625, 2.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_half_3_array").get(), [[2.5, 2.625, 2.75], [4.5, 4.625, 4.75]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_half_4").get(), [2.5, 2.625, 2.75, 2.875])
self.assert_attribute_value(
node.get_attribute("inputs:a_half_4_array").get(), [[2.5, 2.625, 2.75, 2.875], [4.5, 4.625, 4.75, 4.875]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_half_array").get(), [2.5, 4.5])
self.assert_attribute_value(node.get_attribute("inputs:a_int").get(), -32)
self.assert_attribute_value(node.get_attribute("inputs:a_int64").get(), -46)
self.assert_attribute_value(node.get_attribute("inputs:a_int64_array").get(), [-46, -64])
self.assert_attribute_value(node.get_attribute("inputs:a_int_2").get(), [-32, -31])
self.assert_attribute_value(node.get_attribute("inputs:a_int_2_array").get(), [[-32, -31], [-23, -22]])
self.assert_attribute_value(node.get_attribute("inputs:a_int_3").get(), [-32, -31, -30])
self.assert_attribute_value(
node.get_attribute("inputs:a_int_3_array").get(), [[-32, -31, -30], [-23, -22, -21]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_int_4").get(), [-32, -31, -30, -29])
self.assert_attribute_value(
node.get_attribute("inputs:a_int_4_array").get(), [[-32, -31, -30, -29], [-23, -22, -21, -20]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_int_array").get(), [-32, -23])
self.assert_attribute_value(node.get_attribute("inputs:a_matrixd_2").get(), [[1, 0], [0, 1]])
self.assert_attribute_value(
node.get_attribute("inputs:a_matrixd_2_array").get(), [[[1, 0], [0, 1]], [[2, 3], [3, 2]]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_matrixd_3").get(), [[1, 0, 0], [0, 1, 0], [0, 0, 1]])
self.assert_attribute_value(
node.get_attribute("inputs:a_matrixd_3_array").get(),
[[[1, 0, 0], [0, 1, 0], [0, 0, 1]], [[2, 3, 3], [3, 2, 3], [3, 3, 2]]],
)
self.assert_attribute_value(
node.get_attribute("inputs:a_matrixd_4").get(), [[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]]
)
self.assert_attribute_value(
node.get_attribute("inputs:a_matrixd_4_array").get(),
[
[[1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]],
[[2, 3, 3, 3], [3, 2, 3, 3], [3, 3, 2, 3], [3, 3, 3, 2]],
],
)
self.assert_attribute_value(node.get_attribute("inputs:a_normald_3").get(), [0.01625, 0.14125, 0.26625])
self.assert_attribute_value(
node.get_attribute("inputs:a_normald_3_array").get(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_normalf_3").get(), [0.125, 0.25, 0.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_normalf_3_array").get(), [[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_normalh_3").get(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_normalh_3_array").get(), [[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_objectId").get(), 46)
self.assert_attribute_value(node.get_attribute("inputs:a_objectId_array").get(), [46, 64])
self.assert_attribute_value(node.get_attribute("inputs:a_path").get(), "/This/Is")
self.assert_attribute_value(node.get_attribute("inputs:a_pointd_3").get(), [0.01625, 0.14125, 0.26625])
self.assert_attribute_value(
node.get_attribute("inputs:a_pointd_3_array").get(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_pointf_3").get(), [0.125, 0.25, 0.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_pointf_3_array").get(), [[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_pointh_3").get(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_pointh_3_array").get(), [[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_quatd_4").get(), [0.01625, 0.14125, 0.26625, 0.78])
self.assert_attribute_value(
node.get_attribute("inputs:a_quatd_4_array").get(),
[[0.01625, 0.14125, 0.26625, 0.78], [0.14125, 0.26625, 0.39125, 0.51625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_quatf_4").get(), [0.125, 0.25, 0.375, 0.5])
self.assert_attribute_value(
node.get_attribute("inputs:a_quatf_4_array").get(), [[0.125, 0.25, 0.375, 0.5], [0.25, 0.375, 0.5, 0.625]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_quath_4").get(), [0, 0.25, 0.5, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_quath_4_array").get(), [[0, 0.25, 0.5, 0.75], [0.125, 0.375, 0.625, 0.875]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_string").get(), "Anakin")
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordd_2").get(), [0.01625, 0.14125])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordd_2_array").get(), [[0.01625, 0.14125], [0.14125, 0.01625]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordd_3").get(), [0.01625, 0.14125, 0.26625])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordd_3_array").get(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordf_2").get(), [0.125, 0.25])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordf_2_array").get(), [[0.125, 0.25], [0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordf_3").get(), [0.125, 0.25, 0.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordf_3_array").get(), [[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordh_2").get(), [0.5, 0.625])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordh_2_array").get(), [[0.5, 0.625], [0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_texcoordh_3").get(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_texcoordh_3_array").get(), [[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_timecode").get(), 5)
self.assert_attribute_value(node.get_attribute("inputs:a_timecode_array").get(), [5, 6])
self.assert_attribute_value(node.get_attribute("inputs:a_token").get(), "Ahsoka")
self.assert_attribute_value(node.get_attribute("inputs:a_token_array").get(), ["Ahsoka", "Tano"])
self.assert_attribute_value(node.get_attribute("inputs:a_uchar").get(), 12)
self.assert_attribute_value(node.get_attribute("inputs:a_uchar_array").get(), [12, 8])
self.assert_attribute_value(node.get_attribute("inputs:a_uint").get(), 32)
self.assert_attribute_value(node.get_attribute("inputs:a_uint64").get(), 46)
self.assert_attribute_value(node.get_attribute("inputs:a_uint64_array").get(), [46, 64])
self.assert_attribute_value(node.get_attribute("inputs:a_uint_array").get(), [32, 23])
self.assert_attribute_value(node.get_attribute("inputs:a_vectord_3").get(), [0.01625, 0.14125, 0.26625])
self.assert_attribute_value(
node.get_attribute("inputs:a_vectord_3_array").get(),
[[0.01625, 0.14125, 0.26625], [0.26625, 0.14125, 0.01625]],
)
self.assert_attribute_value(node.get_attribute("inputs:a_vectorf_3").get(), [0.125, 0.25, 0.375])
self.assert_attribute_value(
node.get_attribute("inputs:a_vectorf_3_array").get(), [[0.125, 0.25, 0.375], [0.375, 0.25, 0.125]]
)
self.assert_attribute_value(node.get_attribute("inputs:a_vectorh_3").get(), [0.5, 0.625, 0.75])
self.assert_attribute_value(
node.get_attribute("inputs:a_vectorh_3_array").get(), [[0.5, 0.625, 0.75], [0.75, 0.625, 0.5]]
)
def _create_test_action_compound(
self, compound_name, graph_name="Graph", namespace="local.nodes.", compound_dir=None
):
"""Creates a compound node/graph that wraps an add node"""
# create a compound node
(success, schema_prim) = ogu.cmds.CreateCompoundNodeType(
compound_name=compound_name,
graph_name=graph_name,
namespace=namespace,
folder=compound_dir,
evaluator_type="execution",
)
if not success:
raise og.OmniGraphError("CreateNodeType failed")
compound_path = str(schema_prim.GetPrim().GetPath())
graph_path = f"{compound_path}/{graph_name}"
node_type = get_node_type_from_schema_prim(schema_prim)
keys = og.Controller.Keys
controller = og.Controller()
(_, _, _, _) = controller.edit(
graph_path,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("Branch", "omni.graph.action.Branch"),
("WriteTrue", "omni.graph.nodes.WritePrimAttribute"),
("WriteFalse", "omni.graph.nodes.WritePrimAttribute"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "Branch.inputs:execIn"),
("Branch.outputs:execTrue", "WriteTrue.inputs:execIn"),
("Branch.outputs:execFalse", "WriteFalse.inputs:execIn"),
],
keys.CREATE_PRIMS: [("/World/Prim", {"val": ("double", 0.0)})],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", False),
("WriteTrue.inputs:name", "val"),
("WriteTrue.inputs:primPath", "/World/Prim"),
("WriteTrue.inputs:usePath", True),
("WriteFalse.inputs:name", "val"),
("WriteFalse.inputs:primPath", "/World/Prim"),
("WriteFalse.inputs:usePath", True),
],
},
)
# assign inputs and outputs
ogu.cmds.CreateCompoundNodeTypeInput(node_type=node_type, input_name="execIn", default_type="execution")
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="valTrue",
attribute_path=Sdf.Path(f"{graph_path}/WriteTrue.inputs:value"),
default_type="double",
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="valFalse",
attribute_path=Sdf.Path(f"{graph_path}/WriteFalse.inputs:value"),
default_type="double",
)
ogu.cmds.CreateCompoundNodeTypeInput(
node_type=node_type,
input_name="condition",
attribute_path=Sdf.Path(f"{graph_path}/Branch.inputs:condition"),
default_type="bool",
)
ogu.cmds.CreateCompoundNodeTypeOutput(
node_type=node_type,
output_name="execOut",
attribute_path=Sdf.Path(f"{graph_path}/WriteTrue.outputs:execOut"),
default_type="execution",
)
return (compound_path, graph_path)
async def test_action_compounds(self):
"""
Test Action Graph compound nodes
"""
compound_path, _ = self._create_test_action_compound("ExecCompound")
self._create_test_compound("PushCompound")
stage = omni.usd.get_context().get_stage()
push_compound_path = f"{self.get_compound_folder()}/PushCompound"
# create a graph that uses the compound graph
keys = og.Controller.Keys
controller = og.Controller()
(graph, (exec_node, push_node, _, _, _, _), _, _) = controller.edit(
{"graph_path": self._test_graph_path, "evaluator_name": "execution"},
{
keys.CREATE_NODES: [
("ExecCompound", compound_path),
("PushCompound", push_compound_path),
("OnTick", "omni.graph.action.OnTick"),
("Constant1", "omni.graph.nodes.ConstantDouble"),
("Constant2", "omni.graph.nodes.ConstantDouble"),
("ConstantBool", "omni.graph.nodes.ConstantBool"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "ExecCompound.inputs:execIn"),
("Constant1.inputs:value", "PushCompound.inputs:input_a"),
("Constant2.inputs:value", "PushCompound.inputs:input_b"),
("PushCompound.outputs:value", "ExecCompound.inputs:valTrue"),
("Constant2.inputs:value", "ExecCompound.inputs:valFalse"),
("ConstantBool.inputs:value", "ExecCompound.inputs:condition"),
],
keys.SET_VALUES: [
("Constant1.inputs:value", 1.0),
("Constant2.inputs:value", 2.0),
("ConstantBool.inputs:value", False),
("OnTick.inputs:onlyPlayback", False),
],
},
)
await og.Controller.evaluate(graph)
self.assertTrue(bool(exec_node.get_compound_graph_instance()))
self.assertEqual(len(exec_node.get_compound_graph_instance().get_nodes()), 4)
self.assertTrue(bool(push_node.get_compound_graph_instance()))
stage = omni.usd.get_context().get_stage()
self.assertEqual(stage.GetAttributeAtPath("/World/Prim.val").Get(), 2.0)
# Set the Branch to go to WriteTrue, which will take the value from PushCompound.outputs:value
# which should be 1.0 + 2.0
controller.edit(self._test_graph_path, {keys.SET_VALUES: ("ConstantBool.inputs:value", True)})
await og.Controller.evaluate(graph)
self.assertEqual(stage.GetAttributeAtPath("/World/Prim.val").Get(), 3.0)
# -------------------------------------------------------------------------
async def test_compound_node_upgrade_to_schema_api(self):
"""
Tests that loading a file with a compound node generated prior to the introduction of
compoundNodeAPI gets properly migrated.
"""
# The preschema file contains a graph with a simple compound node
# [Constant]->| Compound Node |->[Absolute]
# [Constant]->| |
#
# With a compound defined as
# [Add]->[Absolute]
# The constants are set to 1 and 2, so the result trivially evaluates to 3
(result, error) = await ogts.load_test_file(self._test_preschema_file, use_caller_subdirectory=True)
self.assertTrue(result, error)
stage = omni.usd.get_context().get_stage()
graph_prim_path = "/World/PushGraph"
compound_path = f"{graph_prim_path}/Compound"
result_path = f"{graph_prim_path}/absolute_01.outputs:absolute"
# validate the graph evaluates as expeected
graph = og.Controller.graph(graph_prim_path)
await og.Controller.evaluate(graph)
self.assertTrue(graph.is_valid())
attr = og.Controller.attribute(result_path)
self.assertTrue(attr.is_valid())
self.assertEqual(3, og.Controller.get(attr))
# validate the compound node USD is upgraded as expected
compound_node_prim = stage.GetPrimAtPath(compound_path)
self.assertTrue(compound_node_prim.IsValid())
# the old relationship has been removed, and replaced with the schemaAPI
self.assertFalse(compound_node_prim.GetRelationship("omni:graph:compound").IsValid())
self.assertTrue(compound_node_prim.HasAPI(OmniGraphSchema.CompoundNodeAPI))
schema_api = OmniGraphSchema.CompoundNodeAPI(compound_node_prim)
self.assertGreater(len(schema_api.GetCompoundGraphRel().GetTargets()), 0)
self.assertEqual(schema_api.GetCompoundTypeAttr().Get(), "nodetype")
# -------------------------------------------------------------------------
async def test_enter_compound(self):
"""
Test that querying a node in a compound subgraph will pass validation. This exercises a code-path that is used
by kit-graphs when you double-click and enter a compound. The graph itself remains the top-level graph (as this
is set in the graph model), but we are able to step in and look at nodes in a child graph
"""
self._create_test_compound("Compound")
self._create_and_test_graph_from_add_compound(f"{self.get_compound_folder()}/Compound")
# Verify that we do not get an error in ObjectLookup __verify_graph
node = og.Controller.node(
f"{self._test_graph_path}/Compound/Graph/Add_Node", og.get_graph_by_path(self._test_graph_path)
)
self.assertTrue(node.is_valid())
# -------------------------------------------------------------------------
async def test_get_owning_compound_node_api(self):
"""
Tests the og.graph.get_owning_compound_node_api available on og.Graph.
"""
controller = og.Controller(update_usd=True)
keys = controller.Keys
# Simple graph with nested compounds
(graph, (compound_1, compound_2), _, node_map) = controller.edit(
self._test_graph_path,
{
keys.CREATE_NODES: [
(
"Compound1",
{
keys.CREATE_NODES: [
("Add1", "omni.graph.nodes.Add"),
(
"Compound3",
{
keys.CREATE_NODES: [
("Add3", "omni.graph.nodes.Add"),
]
},
),
],
},
),
(
"Compound2",
{
keys.CREATE_NODES: [
("Add2", "omni.graph.nodes.Add"),
]
},
),
],
},
)
self.assertTrue(graph.is_valid())
self.assertFalse(graph.get_owning_compound_node().is_valid())
compound_graph_1 = compound_1.get_compound_graph_instance()
compound_graph_2 = compound_2.get_compound_graph_instance()
self.assertTrue(compound_graph_1.is_valid())
self.assertTrue(compound_graph_2.is_valid())
compound_3 = node_map["Compound3"]
self.assertTrue(compound_3.is_valid())
compound_graph_3 = compound_3.get_compound_graph_instance()
self.assertTrue(compound_graph_3.is_valid())
self.assertEqual(compound_graph_1.get_owning_compound_node(), compound_1)
self.assertEqual(compound_graph_2.get_owning_compound_node(), compound_2)
self.assertEqual(compound_graph_3.get_owning_compound_node(), compound_3)
self.assertEqual(compound_3.get_graph().get_owning_compound_node(), compound_1)
self.assertFalse(compound_1.get_graph().get_owning_compound_node().is_valid())
add1 = node_map["Add1"]
self.assertEquals(add1.get_graph().get_owning_compound_node(), compound_1)
add2 = node_map["Add2"]
self.assertEquals(add2.get_graph().get_owning_compound_node(), compound_2)
add3 = node_map["Add3"]
self.assertEquals(add3.get_graph().get_owning_compound_node(), compound_3)
| 112,982 | Python | 47.573947 | 124 | 0.566913 |
omniverse-code/kit/exts/omni.graph.test/omni/graph/test/tests/test_maneuver_nodes.py | """Misc collection of tests for nodes in this extension"""
from typing import List
import numpy as np
import omni.graph.core as og
import omni.graph.core.tests as ogts
import omni.kit.commands
import omni.kit.stage_templates
import omni.kit.test
import omni.timeline
import omni.usd
from pxr import Gf, Sdf, Usd, UsdGeom
# Result of this does not match the matrix by generating attributes individually
def _generate_random_transform_matrix():
translate = Gf.Vec3d((np.random.rand(3) * 300).tolist())
euler = Gf.Vec3d((np.random.rand(3) * 360).tolist())
scale = Gf.Vec3d((np.random.rand(3) * 5).tolist())
rotation = (
Gf.Rotation(Gf.Vec3d.ZAxis(), euler[2])
* Gf.Rotation(Gf.Vec3d.YAxis(), euler[1])
* Gf.Rotation(Gf.Vec3d.XAxis(), euler[0])
)
return Gf.Matrix4d().SetScale(scale) * Gf.Matrix4d().SetRotate(rotation) * Gf.Matrix4d().SetTranslate(translate)
def _generate_random_prim_transform_attributes(prim, use_orient, want_rotation):
translate = Gf.Vec3d((np.random.random_integers(-100, 100, 3)).tolist())
euler = Gf.Vec3d((np.random.random_integers(0, 720, 3)).tolist()) if want_rotation else Gf.Vec3d()
scale = Gf.Vec3d((np.random.random_integers(1, 10, 3)).tolist())
prim.CreateAttribute("xformOp:translate", Sdf.ValueTypeNames.Double3, False).Set(translate)
prim.CreateAttribute("xformOp:scale", Sdf.ValueTypeNames.Double3, False).Set(scale)
if use_orient:
rotation = (
(
Gf.Rotation(Gf.Vec3d.XAxis(), euler[0])
* Gf.Rotation(Gf.Vec3d.YAxis(), euler[1])
* Gf.Rotation(Gf.Vec3d.ZAxis(), euler[2])
)
if want_rotation
else Gf.Rotation().SetIdentity()
)
quat = rotation.GetQuat()
prim.CreateAttribute("xformOp:orient", Sdf.ValueTypeNames.Quatd, False).Set(quat)
prim.CreateAttribute("xformOpOrder", Sdf.ValueTypeNames.String, False).Set(
["xformOp:translate", "xformOp:orient", "xformOp:scale"]
)
else:
prim.CreateAttribute("xformOp:rotateXYZ", Sdf.ValueTypeNames.Double3, False).Set(euler)
prim.CreateAttribute("xformOpOrder", Sdf.ValueTypeNames.String, False).Set(
["xformOp:translate", "xformOp:rotateXYZ", "xformOp:scale"]
)
return translate, euler, scale
# TODO: fix the bug in OM-46746 related to non-uniform scale in parent
def _generate_test_prims(stage, suffix: str, use_orient=True, want_rotation=True) -> List[Usd.Prim]:
# No Hierarchy case
source1 = stage.DefinePrim(f"/World/Cube{suffix}1", "Cube")
_generate_random_prim_transform_attributes(source1, use_orient, want_rotation)
# source1.GetAttribute("xformOp:scale").Set(Gf.Vec3d(1, 1, 1))
xform1 = stage.DefinePrim(f"/World/xform{suffix}1", "Cone")
_generate_random_prim_transform_attributes(xform1, use_orient, want_rotation)
xform1.GetAttribute("xformOp:scale").Set(Gf.Vec3d(1, 1, 1))
source2 = stage.DefinePrim(f"{xform1.GetPath()}/Cube{suffix}2", "Cube")
_generate_random_prim_transform_attributes(source2, use_orient, want_rotation)
xform2 = stage.DefinePrim(f"{xform1.GetPath()}/xform{suffix}2", "Xform")
_generate_random_prim_transform_attributes(xform2, use_orient, want_rotation)
xform2.GetAttribute("xformOp:scale").Set(Gf.Vec3d(1, 1, 1))
source3 = stage.DefinePrim(f"{xform2.GetPath()}/Cube{suffix}3", "Cube")
_generate_random_prim_transform_attributes(source3, use_orient, want_rotation)
# Negative Scale case
source4 = stage.DefinePrim(f"/World/Cube{suffix}4", "Cube")
_generate_random_prim_transform_attributes(source4, use_orient, want_rotation)
source4.GetAttribute("xformOp:scale").Set(Gf.Vec3d(np.random.uniform(-2, 2, 3).tolist()))
return [source1, source2, source3]
def _add_inputs_prim(stage, node: og.Node, src_prim: Usd.Prim, attrib: str):
"""Connect the given prim to the given Node's input attrib"""
omni.kit.commands.execute(
"AddRelationshipTarget",
relationship=stage.GetPropertyAtPath(f"{node.get_prim_path()}.inputs:{attrib}"),
target=src_prim.GetPath(),
)
def _remove_inputs_prim(stage, node: og.Node, target_prim: Usd.Prim, attrib: str):
"""Remove the given prim to the given Node's input attrib"""
omni.kit.commands.execute(
"RemoveRelationshipTarget",
relationship=stage.GetPropertyAtPath(f"{node.get_prim_path()}.inputs:{attrib}"),
target=target_prim.GetPath(),
)
# ======================================================================
class TestManeuverNodes(ogts.OmniGraphTestCase):
"""Run a simple unit test that exercises nodes"""
TEST_GRAPH_PATH = "/World/TestGraph"
max_tries = 10 # max times to check if we have converged
updates_per_try = 5 # number of frames to wait between checks
async def setUp(self):
"""Set up test environment, to be torn down when done"""
await super().setUp()
og.Controller.edit({"graph_path": self.TEST_GRAPH_PATH, "evaluator_name": "execution"})
timeline = omni.timeline.get_timeline_interface()
timeline.set_start_time(1.0)
timeline.set_end_time(10.0)
fps = 24.0
timeline.set_time_codes_per_second(fps)
timeline.set_fast_mode(True)
await omni.kit.app.get_app().next_update_async()
np.random.seed(12345)
# ------------------------------------------------------------------------
async def next_try_async(self):
for _ in range(self.updates_per_try):
await omni.kit.app.get_app().next_update_async()
# ------------------------------------------------------------------------
async def test_move_to_target(self):
"""Test OgnMoveToTarget node"""
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
for use_orient_src, use_orient_target in [(True, True), (True, False)]:
controller = og.Controller()
sources = _generate_test_prims(stage, "Source", use_orient=use_orient_src)
# We don't support interpolation rotation without orient
want_rotation = use_orient_src
targets = _generate_test_prims(stage, "Target", use_orient=use_orient_target, want_rotation=want_rotation)
(graph, (_, move_to_target_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("MoveToTarget", "omni.graph.nodes.MoveToTarget"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "MoveToTarget.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("MoveToTarget.inputs:speed", 5),
],
},
)
def check_progress(src: Usd.Prim, target: Usd.Prim) -> bool:
xform_cache = UsdGeom.XformCache()
final_transform = xform_cache.GetLocalToWorldTransform(src)
target_transform = xform_cache.GetLocalToWorldTransform(target)
ok = Gf.IsClose(target_transform.Transform(Gf.Vec3d()), final_transform.Transform(Gf.Vec3d()), 0.0001)
if ok:
rot = target_transform.ExtractRotation().Decompose(
Gf.Vec3d.XAxis(), Gf.Vec3d.YAxis(), Gf.Vec3d.ZAxis()
)
rot2 = final_transform.ExtractRotation().Decompose(
Gf.Vec3d.XAxis(), Gf.Vec3d.YAxis(), Gf.Vec3d.ZAxis()
)
ok = Gf.IsClose(rot, rot2, 0.0001)
if ok:
ok = (
Gf.IsClose(
target_transform.Transform(Gf.Vec3d.XAxis()).GetLength(),
final_transform.Transform(Gf.Vec3d.XAxis()).GetLength(),
0.0001,
)
and Gf.IsClose(
target_transform.Transform(Gf.Vec3d.YAxis()).GetLength(),
final_transform.Transform(Gf.Vec3d.YAxis()).GetLength(),
0.0001,
)
and Gf.IsClose(
target_transform.Transform(Gf.Vec3d.ZAxis()).GetLength(),
final_transform.Transform(Gf.Vec3d.ZAxis()).GetLength(),
0.0001,
)
)
if ok:
return True
return False
for src in sources:
for target in targets:
_add_inputs_prim(stage, move_to_target_node, src, "sourcePrim")
_add_inputs_prim(stage, move_to_target_node, target, "targetPrim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
if check_progress(src, target):
done = True
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, move_to_target_node, src, "sourcePrim")
_remove_inputs_prim(stage, move_to_target_node, target, "targetPrim")
omni.kit.commands.execute("DeletePrims", paths=[graph.get_path_to_graph()])
# ------------------------------------------------------------------------
async def test_move_to_transform(self):
"""Test OgnMoveToTransform node"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
target_transform = _generate_random_transform_matrix()
(_, (_, move_to_transform_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("MoveToTransform", "omni.graph.nodes.MoveToTransform"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "MoveToTransform.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("MoveToTransform.inputs:speed", 5),
("MoveToTransform.inputs:target", target_transform),
],
},
)
for src in sources:
_add_inputs_prim(stage, move_to_transform_node, src, "prim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
src_xformable = UsdGeom.Xformable(src)
# Move To Transform only moves to Local Transform
final_transform = src_xformable.GetLocalTransformation()
if Gf.IsClose(target_transform, final_transform, 0.00001):
done = True
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, move_to_transform_node, src, "prim")
# # ------------------------------------------------------------------------
async def test_scale_to_size(self):
"""Test OgnScaleToSize node"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
target_scale = Gf.Vec3f(np.random.rand(3).tolist())
(_, (_, scale_to_size_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("ScaleToSize", "omni.graph.nodes.ScaleToSize"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "ScaleToSize.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("ScaleToSize.inputs:speed", 5),
("ScaleToSize.inputs:target", target_scale),
],
},
)
for src in sources:
_add_inputs_prim(stage, scale_to_size_node, src, "prim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
final_scale = UsdGeom.XformCommonAPI(src).GetXformVectors(Usd.TimeCode.Default())[2]
if Gf.IsClose(target_scale, final_scale, 0.00001):
done = True
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, scale_to_size_node, src, "prim")
# # ------------------------------------------------------------------------
async def test_translate_to_location(self):
"""Test OgnTranslateToLocation node"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
await omni.kit.app.get_app().next_update_async()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
target_translation = Gf.Vec3d(np.random.rand(3).tolist())
(_, (_, translate_to_location_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("TranslateToLocation", "omni.graph.nodes.TranslateToLocation"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "TranslateToLocation.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("TranslateToLocation.inputs:speed", 5),
("TranslateToLocation.inputs:target", target_translation),
],
},
)
for src in sources:
_add_inputs_prim(stage, translate_to_location_node, src, "prim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
final_translation = UsdGeom.XformCommonAPI(src).GetXformVectors(Usd.TimeCode.Default())[0]
if Gf.IsClose(target_translation, final_translation, 0.00001):
done = True
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, translate_to_location_node, src, "prim")
# ------------------------------------------------------------------------
async def test_translate_to_target(self):
"""Test OgnTranslateToTarget node"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
targets = _generate_test_prims(stage, "Target")
(_, (_, translate_to_target_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("TranslateToTarget", "omni.graph.nodes.TranslateToTarget"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "TranslateToTarget.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("TranslateToTarget.inputs:speed", 5),
],
},
)
for src in sources:
for target in targets:
_add_inputs_prim(stage, translate_to_target_node, src, "sourcePrim")
_add_inputs_prim(stage, translate_to_target_node, target, "targetPrim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
xform_cache = UsdGeom.XformCache()
final_translation = Gf.Transform(xform_cache.GetLocalToWorldTransform(src)).GetTranslation()
target_translation = Gf.Transform(xform_cache.GetLocalToWorldTransform(target)).GetTranslation()
if Gf.IsClose(target_translation, final_translation, 0.00001):
done = True
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, translate_to_target_node, src, "sourcePrim")
_remove_inputs_prim(stage, translate_to_target_node, target, "targetPrim")
# # ------------------------------------------------------------------------
async def test_rotate_to_orientation(self):
"""Test OgnRotateToOrientation node using orientation"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
target_rotation = Gf.Vec3f((np.random.rand(3) * 360).tolist())
(_, (_, rotate_to_orientation_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("RotateToOrientation", "omni.graph.nodes.RotateToOrientation"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "RotateToOrientation.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("RotateToOrientation.inputs:speed", 3),
("RotateToOrientation.inputs:target", target_rotation),
],
},
)
for src in sources:
_add_inputs_prim(stage, rotate_to_orientation_node, src, "prim")
timeline.play()
done = False
for _ in range(self.max_tries):
await self.next_try_async()
final_rotation = UsdGeom.XformCommonAPI(src).GetXformVectors(Usd.TimeCode.Default())[1]
for value in zip(target_rotation, final_rotation):
target_angle = np.mod(value[0], 360)
final_angle = np.mod(value[1], 360)
if Gf.IsClose(target_angle, final_angle, 0.0001):
done = True
if done:
break
self.assertTrue(done, "source never reached target")
_remove_inputs_prim(stage, rotate_to_orientation_node, src, "prim")
# ------------------------------------------------------------------------
async def test_rotate_to_target(self):
"""Test OgnRotateToTarget node using orientation"""
controller = og.Controller()
keys = og.Controller.Keys
timeline = omni.timeline.get_timeline_interface()
usd_context = omni.usd.get_context()
stage = usd_context.get_stage()
sources = _generate_test_prims(stage, "Source")
targets = _generate_test_prims(stage, "Target")
(_, (_, rotate_to_target_node), _, _,) = controller.edit(
self.TEST_GRAPH_PATH,
{
keys.CREATE_NODES: [
("OnTick", "omni.graph.action.OnTick"),
("RotateToTarget", "omni.graph.nodes.RotateToTarget"),
],
keys.CONNECT: [
("OnTick.outputs:tick", "RotateToTarget.inputs:execIn"),
],
keys.SET_VALUES: [
("OnTick.inputs:onlyPlayback", True),
("RotateToTarget.inputs:speed", 3),
],
},
)
for src in sources:
for target in targets:
_add_inputs_prim(stage, rotate_to_target_node, src, "sourcePrim")
_add_inputs_prim(stage, rotate_to_target_node, target, "targetPrim")
done = False
timeline.play()
for _ in range(self.max_tries):
await self.next_try_async()
xform_cache = UsdGeom.XformCache()
target_translation = (
Gf.Transform(xform_cache.GetLocalToWorldTransform(target)).GetRotation().GetQuaternion()
)
final_translation = (
Gf.Transform(xform_cache.GetLocalToWorldTransform(src)).GetRotation().GetQuaternion()
)
if Gf.IsClose(target_translation.GetReal(), final_translation.GetReal(), 0.00001) and Gf.IsClose(
target_translation.GetImaginary(), final_translation.GetImaginary(), 0.00001
):
done = True
break
_remove_inputs_prim(stage, rotate_to_target_node, src, "sourcePrim")
_remove_inputs_prim(stage, rotate_to_target_node, target, "targetPrim")
self.assertTrue(done, "source never reached target")
| 22,289 | Python | 42.450292 | 118 | 0.529858 |
omniverse-code/kit/exts/omni.kit.renderer.core/omni/kit/renderer_test/__init__.py | from ._renderer_test import *
# Cached interface instance pointer
def get_renderer_test_interface() -> IRendererTest:
if not hasattr(get_renderer_test_interface, "renderer_test"):
get_renderer_test_interface.renderer_test = acquire_renderer_test_interface()
return get_renderer_test_interface.renderer_test
| 325 | Python | 35.222218 | 85 | 0.756923 |
omniverse-code/kit/exts/omni.kit.widget.path_field/omni/kit/widget/path_field/style.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
import omni.ui as ui
UI_STYLES = {}
UI_STYLES["NvidiaLight"] = {
"ScrollingFrame": {"background_color": 0xFF535354, "margin": 0, "padding": 0},
"Rectangle": {"background_color": 0xFF535354},
"InputField": {"background_color": 0xFF535354, "color": 0xFFD6D6D6, "padding": 0},
"BreadCrumb": {"background_color": 0x0, "padding": 0},
"BreadCrumb.Label": {"color": 0xFFD6D6D6},
"BreadCrumb:hovered": {"background_color": 0xFFCFCCBF},
"BreadCrumb.Label:hovered": {"color": 0xFF2A2825},
"BreadCrumb:selected": {"background_color": 0xFF535354},
"Tooltips.Menu": {"background_color": 0xFFE0E0E0, "border_color": 0xFFE0E0E0, "border_width": 0.5},
"Tooltips.Item": {"background_color": 0xFF535354, "padding": 4},
"Tooltips.Item:hovered": {"background_color": 0xFF6E6E6E},
"Tooltips.Item:checked": {"background_color": 0xFF6E6E6E},
"Tooltips.Item.Label": {"color": 0xFFD6D6D6, "alignment": ui.Alignment.LEFT},
"Tooltips.Spacer": {"background_color": 0x0, "color": 0x0, "alignment": ui.Alignment.LEFT, "padding": 0},
}
UI_STYLES["NvidiaDark"] = {
"ScrollingFrame": {"background_color": 0xFF23211F, "margin": 0, "padding": 0},
"InputField": {"background_color": 0x0, "color": 0xFF9E9E9E, "padding": 0, "margin": 0},
"BreadCrumb": {"background_color": 0x0, "padding": 0},
"BreadCrumb:hovered": {"background_color": 0xFF8A8777},
"BreadCrumb:selected": {"background_color": 0xFF8A8777},
"BreadCrumb.Label": {"color": 0xFF9E9E9E},
"BreadCrumb.Label:hovered": {"color": 0xFF2A2825},
"Tooltips.Menu": {"background_color": 0xDD23211F, "border_color": 0xAA8A8777, "border_width": 0.5},
"Tooltips.Item": {"background_color": 0x0, "padding": 4},
"Tooltips.Item:hovered": {"background_color": 0xFF8A8777},
"Tooltips.Item:checked": {"background_color": 0xFF8A8777},
"Tooltips.Item.Label": {"color": 0xFF9E9E9E, "alignment": ui.Alignment.LEFT},
"Tooltips.Item.Label:hovered": {"color": 0xFF2A2825},
"Tooltips.Item.Label:checked": {"color": 0xFF2A2825},
"Tooltips.Spacer": {
"background_color": 0x0,
"color": 0x0,
"alignment": ui.Alignment.LEFT,
"padding": 0,
"margin": 0,
},
}
| 2,646 | Python | 48.018518 | 109 | 0.675359 |
omniverse-code/kit/exts/omni.kit.widget.path_field/omni/kit/widget/path_field/model.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
import asyncio
import omni.kit.app
import omni.ui as ui
from typing import List
from .style import UI_STYLES
from carb.input import KeyboardInput as Key
from functools import partial
class DelayedFocus:
"""A helper to run focus_keyboard the next frame"""
def __init__(self, field: ui.StringField):
self.__task = None
self.__field = field
def destroy(self):
if self.__task and not self.__task.done():
self.__task.cancel()
self.__task = None
self.__field = None
def focus_keyboard(self):
"""Execute frame.focus_keyboard in the next frame"""
# Update in the next frame.
if self.__task is None or self.__task.done():
self.__task = asyncio.ensure_future(self.__delayed_do())
async def __delayed_do(self):
# Wait one frame
await omni.kit.app.get_app().next_update_async()
self.__field.focus_keyboard()
class PathFieldModel(ui.AbstractValueModel):
def __init__(self, parent: ui.Widget, theme: str, **kwargs):
super().__init__()
self._parent = parent
self._window = None
self._field = None
self._tooltips_frame = None
self._tooltips = None
self._tooltip_items = []
self._num_tooltips = 0
self._path = None # Always ends with separator character!
self._branches = []
self._focus = None
self._style = UI_STYLES[theme]
self._apply_path_handler = kwargs.get("apply_path_handler", None)
self._apply_path_on_branch_changed = False
self._current_path_provider = kwargs.get("current_path_provider", None)
self._branching_options_provider = kwargs.get("branching_options_provider", None) # OBSOLETE
self._branching_options_handler = kwargs.get("branching_options_handler", None)
self._tooltips_max_visible = kwargs.get("tooltips_max_visible", 10)
self._separator = kwargs.get("separator", "/")
self._is_paste = False
def set_value(self, value: str):
print("Warning: Method 'set_value' is provided for compatibility only and should not be used.")
def get_value_as_string(self) -> str:
# Return empty string to parent widget
return ""
def set_path(self, path: str):
self._path = path
def set_branches(self, branches: [str]):
if branches:
self._branches = branches
else:
self._branches = []
def begin_edit(self):
if not (self._window and self._window.visible):
self._build_ui()
# Reset path in case we inadvertently deleted it
if self._current_path_provider:
input_str = self._current_path_provider()
else:
input_str = ""
self._field.model.set_value(input_str)
def _build_ui(self):
# Create and show the window with field and list of tips
window_args = {
"flags": ui.WINDOW_FLAGS_POPUP
| ui.WINDOW_FLAGS_NO_TITLE_BAR
| ui.WINDOW_FLAGS_NO_BACKGROUND
| ui.WINDOW_FLAGS_NO_MOVE,
"auto_resize": True,
"padding_x": 0,
"padding_y": 0,
"spacing": 0,
}
self._window = ui.Window("0", **window_args)
with self._window.frame:
width = self._parent.computed_content_width
with ui.VStack(height=0, style=self._style):
with ui.ZStack():
ui.Rectangle()
# Use scrolling frame to confine width in case of long inputs
with ui.ScrollingFrame(
width=width,
height=20,
horizontal_scrollbar_policy=ui.ScrollBarPolicy.SCROLLBAR_ALWAYS_OFF,
vertical_scrollbar_policy=ui.ScrollBarPolicy.SCROLLBAR_ALWAYS_OFF,
style={"background_color": 0x0},
):
with ui.HStack(spacing=0):
ui.Spacer(width=3)
input = ui.SimpleStringModel()
input.add_value_changed_fn(lambda m: self._update_tooltips())
with ui.Placer(stable_size=True, offset_x=6, offset_y=3):
self._field = ui.StringField(input, style_type_name_override="InputField")
# TODO: It's a workaround. We need to find out
# why we need delayed focus here and why
# self._field.focus_keyboard doesn't work.
self._focus = DelayedFocus(self._field)
self._focus.focus_keyboard()
# Reserve for tooltips
self._tooltips_frame = ui.Frame()
# Process pre-defined set of key presses
self._window.set_key_pressed_fn(self._on_key_pressed)
self._place_window()
def _on_key_pressed(self, key: int, key_mod: int, key_down: bool):
"""
Process keys on release.
"""
key = Key(key) # Convert to enumerated type
if key_down:
if key == Key.V and key_mod == 2:
# We need it to avoid the connection to the server if the
# string is pasted
self._is_paste = True
return
if self._is_paste:
self._is_paste = False
do_apply_path = False
if key == Key.ESCAPE:
do_apply_path = True
self._hide_window()
elif key in [Key.TAB, Key.RIGHT, Key.ENTER]:
if self._tooltips and self._tooltip_items:
index = self._tooltips.model.get_value_as_int()
self._extend_path_by_selected_branch(index)
if key == Key.ENTER:
do_apply_path = True
self._hide_window()
elif self._apply_path_on_branch_changed:
do_apply_path = True
elif key == Key.LEFT:
self._shrink_path_by_tail_branch()
if self._apply_path_on_branch_changed:
do_appy_path = True
elif key == Key.DOWN:
if self._tooltips and self._num_tooltips > 0:
value = self._tooltips.model.get_value_as_int()
self._tooltips.model.set_value((value + 1) % self._num_tooltips)
elif key == Key.UP:
if self._tooltips and self._num_tooltips > 0:
value = self._tooltips.model.get_value_as_int()
self._tooltips.model.set_value(value - 1 if value >= 1 else self._num_tooltips - 1)
else:
# Skip all other keys
pass
if do_apply_path and self._apply_path_handler:
try:
self._apply_path_handler(self._field.model.get_value_as_string())
except Exception:
pass
def _update_tooltips(self):
"""Generates list of tips"""
if not self._field:
return
cur_path = self._path or ""
input_str = self._field.model.get_value_as_string()
# TODO: This is a hack to avoid the connection to the server if the
# string is pasted. When we paste full path, we don't want to wait for
# the server connection.
if self._is_paste:
self.set_path(input_str)
return
splits = input_str.rsplit(self._separator, 1)
match_str = splits[1] if len(splits) > 1 else splits[0]
# Alternatively: match_str = input_str.replace(cur_path, "").lower().rstrip(self._separator)
if not input_str.startswith(cur_path) or self._separator in input_str[len(cur_path) :]:
# Off the current path, need to update both path and branches before continuing.
if self._branching_options_handler:
new_path = splits[0]
new_path += self._separator if new_path else ""
self.set_path(new_path)
return self._branching_options_handler(new_path, partial(self._update_tooltips_menu, match_str, True))
else:
self._update_tooltips_menu(match_str, False, None)
def _update_tooltips_menu(self, match_str: str, update_branches: bool, branches: List[str]):
if update_branches:
self.set_branches(branches)
self._num_tooltips = 0
self._tooltip_items.clear()
with self._tooltips_frame:
with ui.HStack():
with ui.HStack(mouse_pressed_fn=lambda x, y, b, _: self._hide_window()):
ui.Spacer(width=6)
ui.Label(self._path or "", width=0, style_type_name_override="Tooltips.Spacer")
with ui.ZStack():
ui.Rectangle(style_type_name_override="Tooltips.Menu")
with ui.VStack():
self._tooltips = ui.RadioCollection()
self._tooltip_items.clear()
# Pre-pend an empty branch to pick none
for branch in [" "] + self._branches:
if self._num_tooltips >= self._tooltips_max_visible:
break
if not match_str or (branch and branch.lower().startswith(match_str.lower())):
item = ui.RadioButton(
text=branch,
height=20,
radio_collection=self._tooltips,
style_type_name_override="Tooltips.Item",
)
item.set_clicked_fn(partial(self._extend_path_by_selected_branch, self._num_tooltips))
self._tooltip_items.append(item)
self._num_tooltips += 1
self._tooltips.model.set_value(0)
with ui.HStack(mouse_pressed_fn=lambda x, y, b, _: self._hide_window()):
ui.Spacer(style_type_name_override="Tooltips.Spacer")
self._place_window()
def _extend_path_by_selected_branch(self, index: int):
index = min(index, len(self._tooltip_items) - 1)
if not self._tooltip_items[index].visible:
return
branch = self._tooltip_items[index].text.strip()
if branch:
# Skip empty strings, incl. one we introduced. Don't allow ending with 2 copies of separator.
new_path = self._path + (branch + self._separator if not branch.endswith(self._separator) else branch)
else:
new_path = self._path
if self._field:
self._field.model.set_value(new_path)
def _shrink_path_by_tail_branch(self):
input_str = self._field.model.get_value_as_string()
splits = input_str.rstrip(self._separator).rsplit(self._separator, 1)
if len(splits) > 1 and splits[1]:
new_path = splits[0] + self._separator
else:
new_path = ""
if self._field:
self._field.model.set_value(new_path)
def _place_window(self):
if self._parent:
self._window.position_x = self._parent.screen_position_x - 1
self._window.position_y = self._parent.screen_position_y + 1
def _hide_window(self):
if self._window:
self._window.visible = False
def destroy(self):
self._field = None
self._tootip_items = None
self._tooltips = None
self._tooltips_frame = None
self._parent = None
self._window = None
if self._focus:
self._focus.destroy()
self._focus = None
| 12,213 | Python | 38.785016 | 118 | 0.547122 |
omniverse-code/kit/exts/omni.kit.widget.path_field/omni/kit/widget/path_field/widget.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
import platform
import sys, os
import omni.ui as ui
from .model import PathFieldModel
from .style import UI_STYLES
class PathField:
"""
Main class for the PathField widget. This widget is a UI alternative to omni.ui.StringField
for navigating tree views with the keyboard. As the user navigates the tree using TAB,
Backspace, and Arrow keys, they are constantly provided branching options via auto-filtered
tooltips.
Args:
None
Keyword Args:
apply_path_handler (Callable): This function is called when the user hits Enter on the input
field, signaling that they want to apply the path. This handler is expected to update
the caller's app accordingly. Function signature: void apply_path_handler(path: str)
branching_options_handler (Callable): This function is required to provide a list of possible
branches whenever prompted with a path. For example, if path = "C:", then the list of values
produced might be ["Program Files", "temp", ..., "Users"]. Function signature:
list(str) branching_options_provider(path: str, callback: func)
separator (str): Character used to split a path into list of branches. Default '/'.
"""
def __init__(self, **kwargs):
import carb.settings
self._scrolling_frame = None
self._input_frame = None
self._path = None
self._path_model = None
self._breadcrumbs = []
self._theme = carb.settings.get_settings().get_as_string("/persistent/app/window/uiStyle") or "NvidiaDark"
self._style = UI_STYLES[self._theme]
self._apply_path_handler = kwargs.get("apply_path_handler", None)
self._branching_options_handler = kwargs.get("branching_options_handler", None)
self._branching_options_provider = kwargs.get("branching_options_provider", None) # OBSOLETE
self._separator = kwargs.get("separator", "/")
self._prefix_separator = kwargs.get("prefix_separator", None)
self._build_ui()
@property
def path(self) -> str:
"""str: Returns the current path as entered in the field box."""
return self._path
def _parse_path(self, full_path: str):
if not full_path:
return None, None
prefix, path = "", full_path
if self._prefix_separator:
splits = full_path.split(self._prefix_separator, 1)
if len(splits) == 2:
prefix = f"{splits[0]}{self._prefix_separator}"
path = splits[1]
return prefix, path
def set_path(self, full_path: str):
"""
Sets the path.
Args:
path (str): The full path name.
"""
if not full_path:
return
prefix, path = self._parse_path(full_path)
# Make sure path string is properly formatted - it should end with
# exactly 1 copy of the separator character.
if path:
path = f"{path.rstrip(self._separator)}{self._separator}"
self._path = f"{prefix}{path}"
self._update_breadcrumbs(self._path)
def _build_ui(self):
# Use a scrolling frame to prevent long paths from exploding width inut box
self._scrolling_frame = ui.ScrollingFrame(
horizontal_scrollbar_policy=ui.ScrollBarPolicy.SCROLLBAR_ALWAYS_OFF,
vertical_scrollbar_policy=ui.ScrollBarPolicy.SCROLLBAR_ALWAYS_OFF,
style=self._style,
style_type_name_override="ScrollingFrame",
)
with self._scrolling_frame:
self._build_input_field()
def _build_input_field(self):
self._path_model = PathFieldModel(
self._scrolling_frame,
self._theme,
show_max_suggestions=10,
apply_path_handler=self._apply_path_handler,
branching_options_handler=self._branching_options_handler,
current_path_provider=lambda: self._path or "",
)
with ui.ZStack(style=self._style):
ui.Rectangle()
with ui.HStack(height=20):
ui.Spacer(width=3)
self._input_frame = ui.Frame()
field = ui.StringField(self._path_model, style_type_name_override="InputField", identifier="filepicker_directory_path")
self._update_breadcrumbs(self._path)
def _update_breadcrumbs(self, path: str):
def on_breadcrumb_clicked(button: ui.RadioButton):
if button and self._apply_path_handler:
self._apply_path_handler(button.name)
def create_breadcrumb(label: str, path: str):
breadcrumb = ui.Button(text="", style_type_name_override="BreadCrumb")
# HACK Alert: We're hijacking the name attr to store the fullpath.
# Alternatively subclass from ui.Button and add a fullpath attr.
breadcrumb.text = label
breadcrumb.name = path
breadcrumb.set_clicked_fn(lambda b=breadcrumb: on_breadcrumb_clicked(b)),
separator = ui.Label(self._separator, style_type_name_override="BreadCrumb.Label")
return (breadcrumb, separator)
self._breadcrumbs.clear()
prefix, path = self._parse_path(path)
accum_path = ""
with self._input_frame:
with ui.HStack(width=0, spacing=0, style=self._style):
ui.Spacer(width=5)
if prefix:
accum_path += prefix
self._breadcrumbs.append(create_breadcrumb(accum_path, accum_path))
_, separator = self._breadcrumbs[-1]
separator.visible = False
if path:
for token in path.rstrip(self._separator).split(self._separator):
accum_path += token
self._breadcrumbs.append(create_breadcrumb(token, accum_path))
accum_path += self._separator
# For extremely long paths, scroll to the last breadcrumb
if self._breadcrumbs:
breadcrumb, _ = self._breadcrumbs[-1]
breadcrumb.scroll_here_x(0)
def destroy(self):
"""Destructor."""
self._path_model = None
self._breadcrumbs = None
self._input_frame = None
self._scrolling_frame = None
| 6,771 | Python | 40.292683 | 135 | 0.616453 |
omniverse-code/kit/exts/omni.kit.widget.path_field/omni/kit/widget/path_field/tests/test_breadcrumbs.py | ## Copyright (c) 2018-2019, NVIDIA CORPORATION. All rights reserved.
##
## NVIDIA CORPORATION and its licensors retain all intellectual property
## and proprietary rights in and to this software, related documentation
## and any modifications thereto. Any use, reproduction, disclosure or
## distribution of this software and related documentation without an express
## license agreement from NVIDIA CORPORATION is strictly prohibited.
##
import omni.kit.test
from unittest.mock import Mock, patch
from ..widget import PathField
class TestBreadCrumbs(omni.kit.test.AsyncTestCase):
"""Testing PathField.set_path"""
async def setUp(self):
self.test_paths = {
"omniverse://ov-test/NVIDIA/Samples": ["omniverse://", "ov-test", "NVIDIA", "Samples"],
"my-computer://C:/Users/jack": ["my-computer://", "C:", "Users", "jack"],
"my-computer:///home/jack": ["my-computer://", "", "home", "jack"],
"C:/Users/jack": ["C:", "Users", "jack"],
"/": [""],
"/home/jack": ["", "home", "jack"],
}
async def tearDown(self):
pass
async def test_breadcrumbs_succeeds(self):
"""Testing PathField.set_path correctly initializes breacrumbs"""
mock_path_handler = Mock()
under_test = PathField(separator="/", prefix_separator="://", apply_path_handler=mock_path_handler)
for path, expected in self.test_paths.items():
under_test.set_path(path)
expected_path = ""
for breadcrumb, _ in under_test._breadcrumbs:
expected_step = expected.pop(0)
expected_path += expected_step
# Confirm when breadcrumb clicked, it triggers callback with expected path
breadcrumb.call_clicked_fn()
mock_path_handler.assert_called_with(expected_path)
expected_path += "/" if not expected_step.endswith("://") else ""
| 1,952 | Python | 42.399999 | 107 | 0.620389 |
omniverse-code/kit/exts/omni.kit.window.stageviewer/omni/kit/window/stageviewer/stageviewer_extension.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
import omni.ext
from .content_menu import content_available
from .content_menu import ContentMenu
class StageViewerExtension(omni.ext.IExt):
def on_startup(self, ext_id):
# Setup a callback when any extension is loaded/unloaded
app = omni.kit.app.get_app_interface()
ext_manager = app.get_extension_manager()
self.__extensions_subscription = ext_manager.get_change_event_stream().create_subscription_to_pop(
self._on_event, name="omni.kit.window.stageviewer"
)
self.__context_menu = None
self._on_event(None)
def _on_event(self, event):
"""Called when any extension is loaded/unloaded"""
if self.__context_menu:
if not content_available():
self.__context_menu.destroy()
self.__context_menu = None
else:
if content_available():
self.__context_menu = ContentMenu()
def on_shutdown(self):
self.__extensions_subscription = None
if self.__context_menu:
self.__context_menu.destroy()
self.__context_menu = None
| 1,562 | Python | 34.522726 | 106 | 0.663252 |
omniverse-code/kit/exts/omni.kit.window.stageviewer/omni/kit/window/stageviewer/content_menu.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
from .stageviewer import ViewerWindows
from .stageviewer_utils import is_extension_loaded
from omni.kit.ui import get_custom_glyph_code
def content_available():
"""
Returns True if the extension "omni.kit.window.content_browser" is loaded.
"""
return is_extension_loaded("omni.kit.window.content_browser")
class ContentMenu:
"""
When this object is alive, Content Browser has the additional context menu
with the items that allow to view usd files.
"""
def __init__(self):
self._content_window = None
self.__view_menu_subscription = None
if content_available():
import omni.kit.window.content_browser as content
self._content_window = content.get_content_window()
if self._content_window:
self.__view_menu_subscription = self._content_window.add_context_menu(
"Inspect", "show.svg", self._on_show_triggered, self._is_show_visible
)
def _is_show_visible(self, content_url):
'''True if we can show the menu item "View Image"'''
for ext in ["usd", "usda"]:
if content_url.endswith(f".{ext}"):
return True
return False
def _on_show_triggered(self, menu, value):
"""Start watching for the layer and run the editor"""
ViewerWindows().open_window(value)
def destroy(self):
"""Stop all watchers and remove the menu from the content browser"""
if self.__view_menu_subscription:
self._content_window.delete_context_menu(self.__view_menu_subscription)
self.__view_menu_subscription = None
self._content_window = None
ViewerWindows().close_all()
| 2,165 | Python | 36.344827 | 89 | 0.661894 |
omniverse-code/kit/exts/omni.kit.window.stageviewer/omni/kit/window/stageviewer/stageviewer.py | # Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
#
import omni.ui as ui
from omni.kit.widget.stage import StageWidget
from pxr import Usd
from .singleton import Singleton
@Singleton
class ViewerWindows:
"""This object keeps all the Stage Viewer windows"""
def __init__(self):
self.__windows = {}
def open_window(self, filepath):
"""Open StageViewer window with the stage file opened in it"""
if filepath in self.__windows:
self.__windows[filepath].visible = True
else:
stage = Usd.Stage.Open(filepath, Usd.Stage.LoadNone)
if not stage:
return
window = StageViewer(stage)
# When window is closed, remove it from the list
window.set_visibility_changed_fn(lambda _, f=filepath: self.close(f))
self.__windows[filepath] = window
def close(self, filepath):
"""Close and remove specific window"""
self.__windows[filepath].destroy()
self.__windows[filepath] = None
del self.__windows[filepath]
def close_all(self):
"""Close and remove all windows"""
self.__windows = {}
class StageViewer(ui.Window):
"""The Stage window that displays a custom stage"""
def __init__(self, stage: Usd.Stage, **kwargs):
if stage:
name = stage.GetRootLayer().identifier
else:
name = "None"
kwargs["flags"] = ui.WINDOW_FLAGS_NO_SCROLLBAR
kwargs["width"] = 600
kwargs["height"] = 800
super().__init__(f"Stage {name}", **kwargs)
with self.frame:
# We only show the Type column
self.__stage_widget = StageWidget(stage, columns_accepted=["Type"], lazy_payloads=True)
def destroy(self):
"""
Called by extension before destroying this object. It doesn't happen automatically.
Without this hot reloading doesn't work.
"""
self.__stage_widget.destroy()
self.__stage_widget = None
super().destroy()
| 2,426 | Python | 32.708333 | 99 | 0.631492 |
omniverse-code/kit/exts/omni.kit.window.stageviewer/omni/kit/window/stageviewer/tests/stageviewer_test.py | ## Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
##
## NVIDIA CORPORATION and its licensors retain all intellectual property
## and proprietary rights in and to this software, related documentation
## and any modifications thereto. Any use, reproduction, disclosure or
## distribution of this software and related documentation without an express
## license agreement from NVIDIA CORPORATION is strictly prohibited.
##
import omni.kit.test
from ..stageviewer import StageViewer
from ..content_menu import ContentMenu
from omni.ui.tests.test_base import OmniUiTest
from pathlib import Path
from pxr import Usd
from pxr import UsdGeom
import omni.kit.app
import omni.kit.commands
import omni.ui as ui
import omni.usd
CURRENT_PATH = Path(__file__).parent.joinpath("../../../../../data")
class TestStageviewer(OmniUiTest):
# Before running each test
async def setUp(self):
await super().setUp()
self._golden_img_dir = CURRENT_PATH.absolute().resolve().joinpath("tests")
# After running each test
async def tearDown(self):
self._golden_img_dir = None
await super().tearDown()
async def test_general(self):
# New stage with a sphere
stage = Usd.Stage.CreateInMemory("test.usda")
UsdGeom.Sphere.Define(stage, "/Sphere")
window = await self.create_test_window()
stageviewer = StageViewer(stage)
stageviewer.flags = ui.WINDOW_FLAGS_NO_SCROLLBAR | ui.WINDOW_FLAGS_NO_TITLE_BAR | ui.WINDOW_FLAGS_NO_RESIZE
stageviewer.position_x = 0
stageviewer.position_y = 0
stageviewer.width = 256
stageviewer.height = 256
for _ in range(2):
await omni.kit.app.get_app().next_update_async()
await self.finalize_test(golden_img_dir=self._golden_img_dir)
stageviewer.destroy()
async def test_context_menu(self):
"""This is to test that the content menu is shown when it is a usd file"""
context_menu = ContentMenu()
for _ in range(2):
await omni.kit.app.get_app().next_update_async()
file_name = f"{self._golden_img_dir}/empty.usd".replace("\\", "/")
result = context_menu._is_show_visible(file_name)
self.assertTrue(result, True)
context_menu.destroy()
| 2,295 | Python | 34.323076 | 115 | 0.67756 |
omniverse-code/kit/exts/omni.kit.widget.settings/omni/kit/widget/settings/settings_widget.py | from enum import Enum
from typing import Tuple, Union
import carb
import carb.settings
import omni.ui as ui
from .settings_model import (
SettingModel,
SettingsComboItemModel,
VectorFloatSettingsModel,
VectorIntSettingsModel,
AssetPathSettingsModel,
RadioButtonSettingModel,
)
from .settings_widget_builder import SettingsWidgetBuilder
from omni.kit.widget.searchable_combobox import build_searchable_combo_widget
import omni.kit.app
class SettingType(Enum):
"""
Supported setting types
"""
FLOAT = 0
INT = 1
COLOR3 = 2
BOOL = 3
STRING = 4
DOUBLE3 = 5
INT2 = 6
DOUBLE2 = 7
ASSET = 8
class SettingWidgetType(Enum):
"""
Supported setting UI widget types
"""
FLOAT = 0
INT = 1
COLOR3 = 2
BOOL = 3
STRING = 4
DOUBLE3 = 5
INT2 = 6
DOUBLE2 = 7
ASSET = 8
COMBOBOX = 9
RADIOBUTTON = 10
# This is for backward compatibility - Using deprecated SettingType - omni.kit.widget.settings.deprecated.SettingType
INT_WIDGET_TPYE_MAP = {
0: SettingWidgetType.FLOAT,
1: SettingWidgetType.INT,
2: SettingWidgetType.COLOR3,
3: SettingWidgetType.BOOL,
4: SettingWidgetType.STRING,
5: SettingWidgetType.DOUBLE3,
6: SettingWidgetType.INT2,
7: SettingWidgetType.DOUBLE2,
8: SettingWidgetType.ASSET,
9: SettingWidgetType.COMBOBOX,
10: SettingWidgetType.RADIOBUTTON,
}
# TODO: Section will be moved to some location like omni.ui.settings
# #############################################################################################
def create_setting_widget(
setting_path: str, setting_type: SettingType, range_from=0, range_to=0, speed=1, **kwargs
) -> Tuple[ui.Widget, ui.AbstractValueModel]:
"""
Create a UI widget connected with a setting.
If ``range_from`` >= ``range_to`` there is no limit. Undo/redo operations are also supported, because changing setting
goes through the :mod:`omni.kit.commands` module, using :class:`.ChangeSettingCommand`.
Args:
setting_path: Path to the setting to show and edit.
setting_type: Type of the setting to expect.
range_from: Limit setting value lower bound.
range_to: Limit setting value upper bound.
speed: Range speed
Returns:
:class:`ui.Widget` and :class:`ui.AbstractValueModel` connected with the setting on the path specified.
"""
widget = None
model = None
if isinstance(setting_type, int):
setting_type = INT_WIDGET_TPYE_MAP.get(setting_type)
# The string "ASSET" is for backward compatibility
if not isinstance(setting_type, Enum) and setting_type != "ASSET":
carb.log_warn(f"Unsupported setting widget type {setting_type} for {setting_path}")
return None, None
# Create widget to be used for particular type.
if setting_type == SettingWidgetType.COMBOBOX:
setting_is_index = kwargs.pop("setting_is_index", True)
widget, model = SettingsWidgetBuilder.createComboboxWidget(setting_path, setting_is_index=setting_is_index, additional_widget_kwargs=kwargs)
elif setting_type == SettingWidgetType.RADIOBUTTON:
model = RadioButtonSettingModel(setting_path)
widget = SettingsWidgetBuilder.createRadiobuttonWidget(model, setting_path, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.INT, SettingWidgetType.INT]:
model = SettingModel(setting_path, draggable=True)
if model.get_value_as_int() is not None:
widget = SettingsWidgetBuilder.createIntWidget(model, range_from, range_to, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.FLOAT, SettingWidgetType.FLOAT]:
model = SettingModel(setting_path, draggable=True)
if model.get_value_as_float() is not None:
widget = SettingsWidgetBuilder.createFloatWidget(model, range_from, range_to, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.BOOL, SettingWidgetType.BOOL]:
model = SettingModel(setting_path)
if model.get_value_as_bool() is not None:
widget = SettingsWidgetBuilder.createBoolWidget(model, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.STRING, SettingWidgetType.STRING]:
model = SettingModel(setting_path)
if model.get_value_as_string() is not None:
widget = ui.StringField(**kwargs)
elif setting_type in [SettingType.COLOR3, SettingWidgetType.COLOR3]:
model = VectorFloatSettingsModel(setting_path, 3)
widget = SettingsWidgetBuilder.createColorWidget(model, comp_count=3, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.DOUBLE2, SettingWidgetType.DOUBLE2]:
model = VectorFloatSettingsModel(setting_path, 2)
widget = SettingsWidgetBuilder.createDoubleArrayWidget(model, range_from, range_to, comp_count=2, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.DOUBLE3, SettingWidgetType.DOUBLE3]:
model = VectorFloatSettingsModel(setting_path, 3)
widget = SettingsWidgetBuilder.createDoubleArrayWidget(model, range_from, range_to, comp_count=3, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.INT2, SettingWidgetType.INT2]:
model = VectorIntSettingsModel(setting_path, 2)
widget = SettingsWidgetBuilder.createIntArrayWidget(model, range_from, range_to, comp_count=2, additional_widget_kwargs=kwargs)
elif setting_type in [SettingType.ASSET, SettingWidgetType.ASSET, "ASSET"]: # The string "ASSET" is for backward compatibility
model = AssetPathSettingsModel(setting_path)
widget = SettingsWidgetBuilder.createAssetWidget(model, additional_widget_kwargs=kwargs)
else: # pragma: no cover
# Convenient way to extend new types of widget creation.
build_widget_func = getattr(SettingsWidgetBuilder, f"create{setting_type.name.capitalize()}Widget", None)
if build_widget_func:
widget, model = build_widget_func(setting_path, additional_widget_kwargs=kwargs)
else:
carb.log_warn(f"Couldn't find widget for {setting_type} - {setting_path}") # Do we have any right now?
return None, None
if widget:
try:
widget.model = model
except Exception: # pragma: no cover
print(widget, "doesn't have model")
if isinstance(widget, ui.Widget) and not widget.identifier:
widget.identifier = setting_path
return widget, model
def create_setting_widget_combo(
setting_path: str, items: Union[list, dict], setting_is_index: bool = True) -> Tuple[SettingsComboItemModel, ui.ComboBox]:
"""
Creating a Combo Setting widget.
This function creates a combo box that shows a provided list of names and it is connected with setting by path
specified. Underlying setting values are used from values of `items` dict.
Args:
setting_path: Path to the setting to show and edit.
items: Can be either :py:obj:`dict` or :py:obj:`list`. For :py:obj:`dict` keys are UI displayed names, values are
actual values set into settings. If it is a :py:obj:`list` UI displayed names are equal to setting values.
setting_is_index:
True - setting_path value is index into items list (default)
False - setting_path value is string in items list
"""
return SettingsWidgetBuilder.createComboboxWidget(setting_path, items=items, setting_is_index=setting_is_index)
class SettingsSearchableCombo:
def __init__(self, setting_path: str, key_value_pairs: dict, default_key: str):
self._path = setting_path
self._items = key_value_pairs
key_index = -1
key_list = sorted(list(self._items.keys()))
self._set_by_ui = False
def on_combo_click(model):
item_key = model.get_value_as_string()
item_value = self._items[item_key]
self._set_by_ui = True
carb.settings.get_settings().set_string(self._path, item_value)
self._component_combo = build_searchable_combo_widget(key_list, key_index, on_combo_click, widget_height=18, default_value=default_key)
self._update_setting = omni.kit.app.SettingChangeSubscription(self._path, self._on_setting_change)
def destroy(self):
self._component_combo.destroy()
self._component_combo = None
self._update_setting = None
def get_key_from_value(self, value):
idx = list(self._items.values()).index(value)
key = list(self._items.keys())[idx]
return key
def get_current_key(self):
current_value = carb.settings.get_settings().get_as_string(self._path)
return self.get_key_from_value(current_value)
def _on_setting_change(owner, item: carb.dictionary.Item, event_type):
if owner._set_by_ui:
owner._set_by_ui = False
else:
key = owner.get_current_key()
owner._component_combo.set_text(new_text=key)
#print(item)
| 9,063 | Python | 40.962963 | 148 | 0.681231 |
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