repo
stringlengths 7
55
| path
stringlengths 4
223
| url
stringlengths 87
315
| code
stringlengths 75
104k
| code_tokens
list | docstring
stringlengths 1
46.9k
| docstring_tokens
list | language
stringclasses 1
value | partition
stringclasses 3
values | avg_line_len
float64 7.91
980
|
|---|---|---|---|---|---|---|---|---|---|
coderholic/pyradio | pyradio/radio.py | https://github.com/coderholic/pyradio/blob/c5219d350bccbccd49dbd627c1f886a952ea1963/pyradio/radio.py#L995-L1007 | def _print_foreign_playlist_copy_error(self):
""" reset previous message """
self.operation_mode = self.window_mode = NORMAL_MODE
self.refreshBody()
txt ='''Foreign playlist copying |failed|!
Make sure the file is not open with another
application and try to load it again
'''
self._show_help(txt, FOREIGN_PLAYLIST_COPY_ERROR_MODE,
caption = ' Error ',
prompt = ' Press any key ',
is_message=True) | [
"def",
"_print_foreign_playlist_copy_error",
"(",
"self",
")",
":",
"self",
".",
"operation_mode",
"=",
"self",
".",
"window_mode",
"=",
"NORMAL_MODE",
"self",
".",
"refreshBody",
"(",
")",
"txt",
"=",
"'''Foreign playlist copying |failed|!\n\n Make sure the file is not open with another\n application and try to load it again\n '''",
"self",
".",
"_show_help",
"(",
"txt",
",",
"FOREIGN_PLAYLIST_COPY_ERROR_MODE",
",",
"caption",
"=",
"' Error '",
",",
"prompt",
"=",
"' Press any key '",
",",
"is_message",
"=",
"True",
")"
]
| reset previous message | [
"reset",
"previous",
"message"
]
| python | train | 39.230769 |
pypa/pipenv | pipenv/vendor/urllib3/contrib/securetransport.py | https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/urllib3/contrib/securetransport.py#L165-L173 | def extract_from_urllib3():
"""
Undo monkey-patching by :func:`inject_into_urllib3`.
"""
util.ssl_.SSLContext = orig_util_SSLContext
util.HAS_SNI = orig_util_HAS_SNI
util.ssl_.HAS_SNI = orig_util_HAS_SNI
util.IS_SECURETRANSPORT = False
util.ssl_.IS_SECURETRANSPORT = False | [
"def",
"extract_from_urllib3",
"(",
")",
":",
"util",
".",
"ssl_",
".",
"SSLContext",
"=",
"orig_util_SSLContext",
"util",
".",
"HAS_SNI",
"=",
"orig_util_HAS_SNI",
"util",
".",
"ssl_",
".",
"HAS_SNI",
"=",
"orig_util_HAS_SNI",
"util",
".",
"IS_SECURETRANSPORT",
"=",
"False",
"util",
".",
"ssl_",
".",
"IS_SECURETRANSPORT",
"=",
"False"
]
| Undo monkey-patching by :func:`inject_into_urllib3`. | [
"Undo",
"monkey",
"-",
"patching",
"by",
":",
"func",
":",
"inject_into_urllib3",
"."
]
| python | train | 32.888889 |
SketchingDev/Doodle-Dashboard | doodledashboard/dashboard.py | https://github.com/SketchingDev/Doodle-Dashboard/blob/4d7f4c248875f82a962c275009aac4aa76bd0320/doodledashboard/dashboard.py#L39-L46 | def cycle(self):
"""
Cycles through notifications with latest results from data feeds.
"""
messages = self.poll_datafeeds()
notifications = self.process_notifications(messages)
self.draw_notifications(notifications) | [
"def",
"cycle",
"(",
"self",
")",
":",
"messages",
"=",
"self",
".",
"poll_datafeeds",
"(",
")",
"notifications",
"=",
"self",
".",
"process_notifications",
"(",
"messages",
")",
"self",
".",
"draw_notifications",
"(",
"notifications",
")"
]
| Cycles through notifications with latest results from data feeds. | [
"Cycles",
"through",
"notifications",
"with",
"latest",
"results",
"from",
"data",
"feeds",
"."
]
| python | test | 32.125 |
psd-tools/psd-tools | src/psd_tools/api/mask.py | https://github.com/psd-tools/psd-tools/blob/4952b57bcf1cf2c1f16fd9d6d51d4fa0b53bce4e/src/psd_tools/api/mask.py#L44-L48 | def right(self):
"""Right coordinate."""
if self._has_real():
return self._data.real_right
return self._data.right | [
"def",
"right",
"(",
"self",
")",
":",
"if",
"self",
".",
"_has_real",
"(",
")",
":",
"return",
"self",
".",
"_data",
".",
"real_right",
"return",
"self",
".",
"_data",
".",
"right"
]
| Right coordinate. | [
"Right",
"coordinate",
"."
]
| python | train | 29.2 |
zeroSteiner/AdvancedHTTPServer | advancedhttpserver.py | https://github.com/zeroSteiner/AdvancedHTTPServer/blob/8c53cf7e1ddbf7ae9f573c82c5fe5f6992db7b5a/advancedhttpserver.py#L236-L321 | def build_server_from_argparser(description=None, server_klass=None, handler_klass=None):
"""
Build a server from command line arguments. If a ServerClass or
HandlerClass is specified, then the object must inherit from the
corresponding AdvancedHTTPServer base class.
:param str description: Description string to be passed to the argument parser.
:param server_klass: Alternative server class to use.
:type server_klass: :py:class:`.AdvancedHTTPServer`
:param handler_klass: Alternative handler class to use.
:type handler_klass: :py:class:`.RequestHandler`
:return: A configured server instance.
:rtype: :py:class:`.AdvancedHTTPServer`
"""
import argparse
def _argp_dir_type(arg):
if not os.path.isdir(arg):
raise argparse.ArgumentTypeError("{0} is not a valid directory".format(repr(arg)))
return arg
def _argp_port_type(arg):
if not arg.isdigit():
raise argparse.ArgumentTypeError("{0} is not a valid port".format(repr(arg)))
arg = int(arg)
if arg < 0 or arg > 65535:
raise argparse.ArgumentTypeError("{0} is not a valid port".format(repr(arg)))
return arg
description = (description or 'HTTP Server')
server_klass = (server_klass or AdvancedHTTPServer)
handler_klass = (handler_klass or RequestHandler)
parser = argparse.ArgumentParser(conflict_handler='resolve', description=description, fromfile_prefix_chars='@')
parser.epilog = 'When a config file is specified with --config only the --log, --log-file and --password options will be used.'
parser.add_argument('-c', '--conf', dest='config', type=argparse.FileType('r'), help='read settings from a config file')
parser.add_argument('-i', '--ip', dest='ip', default='0.0.0.0', help='the ip address to serve on')
parser.add_argument('-L', '--log', dest='loglvl', choices=('DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'), default='INFO', help='set the logging level')
parser.add_argument('-p', '--port', dest='port', default=8080, type=_argp_port_type, help='port to serve on')
parser.add_argument('-v', '--version', action='version', version=parser.prog + ' Version: ' + __version__)
parser.add_argument('-w', '--web-root', dest='web_root', default='.', type=_argp_dir_type, help='path to the web root directory')
parser.add_argument('--log-file', dest='log_file', help='log information to a file')
parser.add_argument('--no-threads', dest='use_threads', action='store_false', default=True, help='disable threading')
parser.add_argument('--password', dest='password', help='password to use for basic authentication')
ssl_group = parser.add_argument_group('ssl options')
ssl_group.add_argument('--ssl-cert', dest='ssl_cert', help='the ssl cert to use')
ssl_group.add_argument('--ssl-key', dest='ssl_key', help='the ssl key to use')
ssl_group.add_argument('--ssl-version', dest='ssl_version', choices=[p[9:] for p in dir(ssl) if p.startswith('PROTOCOL_')], help='the version of ssl to use')
arguments = parser.parse_args()
logging.getLogger('').setLevel(logging.DEBUG)
console_log_handler = logging.StreamHandler()
console_log_handler.setLevel(getattr(logging, arguments.loglvl))
console_log_handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)-8s %(message)s"))
logging.getLogger('').addHandler(console_log_handler)
if arguments.log_file:
main_file_handler = logging.handlers.RotatingFileHandler(arguments.log_file, maxBytes=262144, backupCount=5)
main_file_handler.setLevel(logging.DEBUG)
main_file_handler.setFormatter(logging.Formatter("%(asctime)s %(name)-30s %(levelname)-10s %(message)s"))
logging.getLogger('').setLevel(logging.DEBUG)
logging.getLogger('').addHandler(main_file_handler)
if arguments.config:
config = ConfigParser()
config.readfp(arguments.config)
server = build_server_from_config(
config,
'server',
server_klass=server_klass,
handler_klass=handler_klass
)
else:
server = server_klass(
handler_klass,
address=(arguments.ip, arguments.port),
use_threads=arguments.use_threads,
ssl_certfile=arguments.ssl_cert,
ssl_keyfile=arguments.ssl_key,
ssl_version=arguments.ssl_version
)
server.serve_files_root = arguments.web_root
if arguments.password:
server.auth_add_creds('', arguments.password)
return server | [
"def",
"build_server_from_argparser",
"(",
"description",
"=",
"None",
",",
"server_klass",
"=",
"None",
",",
"handler_klass",
"=",
"None",
")",
":",
"import",
"argparse",
"def",
"_argp_dir_type",
"(",
"arg",
")",
":",
"if",
"not",
"os",
".",
"path",
".",
"isdir",
"(",
"arg",
")",
":",
"raise",
"argparse",
".",
"ArgumentTypeError",
"(",
"\"{0} is not a valid directory\"",
".",
"format",
"(",
"repr",
"(",
"arg",
")",
")",
")",
"return",
"arg",
"def",
"_argp_port_type",
"(",
"arg",
")",
":",
"if",
"not",
"arg",
".",
"isdigit",
"(",
")",
":",
"raise",
"argparse",
".",
"ArgumentTypeError",
"(",
"\"{0} is not a valid port\"",
".",
"format",
"(",
"repr",
"(",
"arg",
")",
")",
")",
"arg",
"=",
"int",
"(",
"arg",
")",
"if",
"arg",
"<",
"0",
"or",
"arg",
">",
"65535",
":",
"raise",
"argparse",
".",
"ArgumentTypeError",
"(",
"\"{0} is not a valid port\"",
".",
"format",
"(",
"repr",
"(",
"arg",
")",
")",
")",
"return",
"arg",
"description",
"=",
"(",
"description",
"or",
"'HTTP Server'",
")",
"server_klass",
"=",
"(",
"server_klass",
"or",
"AdvancedHTTPServer",
")",
"handler_klass",
"=",
"(",
"handler_klass",
"or",
"RequestHandler",
")",
"parser",
"=",
"argparse",
".",
"ArgumentParser",
"(",
"conflict_handler",
"=",
"'resolve'",
",",
"description",
"=",
"description",
",",
"fromfile_prefix_chars",
"=",
"'@'",
")",
"parser",
".",
"epilog",
"=",
"'When a config file is specified with --config only the --log, --log-file and --password options will be used.'",
"parser",
".",
"add_argument",
"(",
"'-c'",
",",
"'--conf'",
",",
"dest",
"=",
"'config'",
",",
"type",
"=",
"argparse",
".",
"FileType",
"(",
"'r'",
")",
",",
"help",
"=",
"'read settings from a config file'",
")",
"parser",
".",
"add_argument",
"(",
"'-i'",
",",
"'--ip'",
",",
"dest",
"=",
"'ip'",
",",
"default",
"=",
"'0.0.0.0'",
",",
"help",
"=",
"'the ip address to serve on'",
")",
"parser",
".",
"add_argument",
"(",
"'-L'",
",",
"'--log'",
",",
"dest",
"=",
"'loglvl'",
",",
"choices",
"=",
"(",
"'DEBUG'",
",",
"'INFO'",
",",
"'WARNING'",
",",
"'ERROR'",
",",
"'CRITICAL'",
")",
",",
"default",
"=",
"'INFO'",
",",
"help",
"=",
"'set the logging level'",
")",
"parser",
".",
"add_argument",
"(",
"'-p'",
",",
"'--port'",
",",
"dest",
"=",
"'port'",
",",
"default",
"=",
"8080",
",",
"type",
"=",
"_argp_port_type",
",",
"help",
"=",
"'port to serve on'",
")",
"parser",
".",
"add_argument",
"(",
"'-v'",
",",
"'--version'",
",",
"action",
"=",
"'version'",
",",
"version",
"=",
"parser",
".",
"prog",
"+",
"' Version: '",
"+",
"__version__",
")",
"parser",
".",
"add_argument",
"(",
"'-w'",
",",
"'--web-root'",
",",
"dest",
"=",
"'web_root'",
",",
"default",
"=",
"'.'",
",",
"type",
"=",
"_argp_dir_type",
",",
"help",
"=",
"'path to the web root directory'",
")",
"parser",
".",
"add_argument",
"(",
"'--log-file'",
",",
"dest",
"=",
"'log_file'",
",",
"help",
"=",
"'log information to a file'",
")",
"parser",
".",
"add_argument",
"(",
"'--no-threads'",
",",
"dest",
"=",
"'use_threads'",
",",
"action",
"=",
"'store_false'",
",",
"default",
"=",
"True",
",",
"help",
"=",
"'disable threading'",
")",
"parser",
".",
"add_argument",
"(",
"'--password'",
",",
"dest",
"=",
"'password'",
",",
"help",
"=",
"'password to use for basic authentication'",
")",
"ssl_group",
"=",
"parser",
".",
"add_argument_group",
"(",
"'ssl options'",
")",
"ssl_group",
".",
"add_argument",
"(",
"'--ssl-cert'",
",",
"dest",
"=",
"'ssl_cert'",
",",
"help",
"=",
"'the ssl cert to use'",
")",
"ssl_group",
".",
"add_argument",
"(",
"'--ssl-key'",
",",
"dest",
"=",
"'ssl_key'",
",",
"help",
"=",
"'the ssl key to use'",
")",
"ssl_group",
".",
"add_argument",
"(",
"'--ssl-version'",
",",
"dest",
"=",
"'ssl_version'",
",",
"choices",
"=",
"[",
"p",
"[",
"9",
":",
"]",
"for",
"p",
"in",
"dir",
"(",
"ssl",
")",
"if",
"p",
".",
"startswith",
"(",
"'PROTOCOL_'",
")",
"]",
",",
"help",
"=",
"'the version of ssl to use'",
")",
"arguments",
"=",
"parser",
".",
"parse_args",
"(",
")",
"logging",
".",
"getLogger",
"(",
"''",
")",
".",
"setLevel",
"(",
"logging",
".",
"DEBUG",
")",
"console_log_handler",
"=",
"logging",
".",
"StreamHandler",
"(",
")",
"console_log_handler",
".",
"setLevel",
"(",
"getattr",
"(",
"logging",
",",
"arguments",
".",
"loglvl",
")",
")",
"console_log_handler",
".",
"setFormatter",
"(",
"logging",
".",
"Formatter",
"(",
"\"%(asctime)s %(levelname)-8s %(message)s\"",
")",
")",
"logging",
".",
"getLogger",
"(",
"''",
")",
".",
"addHandler",
"(",
"console_log_handler",
")",
"if",
"arguments",
".",
"log_file",
":",
"main_file_handler",
"=",
"logging",
".",
"handlers",
".",
"RotatingFileHandler",
"(",
"arguments",
".",
"log_file",
",",
"maxBytes",
"=",
"262144",
",",
"backupCount",
"=",
"5",
")",
"main_file_handler",
".",
"setLevel",
"(",
"logging",
".",
"DEBUG",
")",
"main_file_handler",
".",
"setFormatter",
"(",
"logging",
".",
"Formatter",
"(",
"\"%(asctime)s %(name)-30s %(levelname)-10s %(message)s\"",
")",
")",
"logging",
".",
"getLogger",
"(",
"''",
")",
".",
"setLevel",
"(",
"logging",
".",
"DEBUG",
")",
"logging",
".",
"getLogger",
"(",
"''",
")",
".",
"addHandler",
"(",
"main_file_handler",
")",
"if",
"arguments",
".",
"config",
":",
"config",
"=",
"ConfigParser",
"(",
")",
"config",
".",
"readfp",
"(",
"arguments",
".",
"config",
")",
"server",
"=",
"build_server_from_config",
"(",
"config",
",",
"'server'",
",",
"server_klass",
"=",
"server_klass",
",",
"handler_klass",
"=",
"handler_klass",
")",
"else",
":",
"server",
"=",
"server_klass",
"(",
"handler_klass",
",",
"address",
"=",
"(",
"arguments",
".",
"ip",
",",
"arguments",
".",
"port",
")",
",",
"use_threads",
"=",
"arguments",
".",
"use_threads",
",",
"ssl_certfile",
"=",
"arguments",
".",
"ssl_cert",
",",
"ssl_keyfile",
"=",
"arguments",
".",
"ssl_key",
",",
"ssl_version",
"=",
"arguments",
".",
"ssl_version",
")",
"server",
".",
"serve_files_root",
"=",
"arguments",
".",
"web_root",
"if",
"arguments",
".",
"password",
":",
"server",
".",
"auth_add_creds",
"(",
"''",
",",
"arguments",
".",
"password",
")",
"return",
"server"
]
| Build a server from command line arguments. If a ServerClass or
HandlerClass is specified, then the object must inherit from the
corresponding AdvancedHTTPServer base class.
:param str description: Description string to be passed to the argument parser.
:param server_klass: Alternative server class to use.
:type server_klass: :py:class:`.AdvancedHTTPServer`
:param handler_klass: Alternative handler class to use.
:type handler_klass: :py:class:`.RequestHandler`
:return: A configured server instance.
:rtype: :py:class:`.AdvancedHTTPServer` | [
"Build",
"a",
"server",
"from",
"command",
"line",
"arguments",
".",
"If",
"a",
"ServerClass",
"or",
"HandlerClass",
"is",
"specified",
"then",
"the",
"object",
"must",
"inherit",
"from",
"the",
"corresponding",
"AdvancedHTTPServer",
"base",
"class",
"."
]
| python | train | 48.139535 |
vertexproject/synapse | synapse/lib/chop.py | https://github.com/vertexproject/synapse/blob/22e67c5a8f6d7caddbcf34b39ab1bd2d6c4a6e0b/synapse/lib/chop.py#L24-L57 | def hexstr(text):
'''
Ensure a string is valid hex.
Args:
text (str): String to normalize.
Examples:
Norm a few strings:
hexstr('0xff00')
hexstr('ff00')
Notes:
Will accept strings prefixed by '0x' or '0X' and remove them.
Returns:
str: Normalized hex string.
'''
text = text.strip().lower()
if text.startswith(('0x', '0X')):
text = text[2:]
if not text:
raise s_exc.BadTypeValu(valu=text, name='hexstr',
mesg='No string left after stripping')
try:
# checks for valid hex width and does character
# checking in C without using regex
s_common.uhex(text)
except (binascii.Error, ValueError) as e:
raise s_exc.BadTypeValu(valu=text, name='hexstr', mesg=str(e))
return text | [
"def",
"hexstr",
"(",
"text",
")",
":",
"text",
"=",
"text",
".",
"strip",
"(",
")",
".",
"lower",
"(",
")",
"if",
"text",
".",
"startswith",
"(",
"(",
"'0x'",
",",
"'0X'",
")",
")",
":",
"text",
"=",
"text",
"[",
"2",
":",
"]",
"if",
"not",
"text",
":",
"raise",
"s_exc",
".",
"BadTypeValu",
"(",
"valu",
"=",
"text",
",",
"name",
"=",
"'hexstr'",
",",
"mesg",
"=",
"'No string left after stripping'",
")",
"try",
":",
"# checks for valid hex width and does character",
"# checking in C without using regex",
"s_common",
".",
"uhex",
"(",
"text",
")",
"except",
"(",
"binascii",
".",
"Error",
",",
"ValueError",
")",
"as",
"e",
":",
"raise",
"s_exc",
".",
"BadTypeValu",
"(",
"valu",
"=",
"text",
",",
"name",
"=",
"'hexstr'",
",",
"mesg",
"=",
"str",
"(",
"e",
")",
")",
"return",
"text"
]
| Ensure a string is valid hex.
Args:
text (str): String to normalize.
Examples:
Norm a few strings:
hexstr('0xff00')
hexstr('ff00')
Notes:
Will accept strings prefixed by '0x' or '0X' and remove them.
Returns:
str: Normalized hex string. | [
"Ensure",
"a",
"string",
"is",
"valid",
"hex",
"."
]
| python | train | 24.411765 |
mfcloud/python-zvm-sdk | zvmsdk/networkops.py | https://github.com/mfcloud/python-zvm-sdk/blob/de9994ceca764f5460ce51bd74237986341d8e3c/zvmsdk/networkops.py#L242-L258 | def _create_network_doscript(self, network_file_path):
"""doscript: contains a invokeScript.sh which will do the special work
The network.doscript contains network configuration files and it will
be used by zvmguestconfigure to configure zLinux os network when it
starts up
"""
# Generate the tar package for punch
LOG.debug('Creating network doscript in the folder %s'
% network_file_path)
network_doscript = os.path.join(network_file_path, 'network.doscript')
tar = tarfile.open(network_doscript, "w")
for file in os.listdir(network_file_path):
file_name = os.path.join(network_file_path, file)
tar.add(file_name, arcname=file)
tar.close()
return network_doscript | [
"def",
"_create_network_doscript",
"(",
"self",
",",
"network_file_path",
")",
":",
"# Generate the tar package for punch",
"LOG",
".",
"debug",
"(",
"'Creating network doscript in the folder %s'",
"%",
"network_file_path",
")",
"network_doscript",
"=",
"os",
".",
"path",
".",
"join",
"(",
"network_file_path",
",",
"'network.doscript'",
")",
"tar",
"=",
"tarfile",
".",
"open",
"(",
"network_doscript",
",",
"\"w\"",
")",
"for",
"file",
"in",
"os",
".",
"listdir",
"(",
"network_file_path",
")",
":",
"file_name",
"=",
"os",
".",
"path",
".",
"join",
"(",
"network_file_path",
",",
"file",
")",
"tar",
".",
"add",
"(",
"file_name",
",",
"arcname",
"=",
"file",
")",
"tar",
".",
"close",
"(",
")",
"return",
"network_doscript"
]
| doscript: contains a invokeScript.sh which will do the special work
The network.doscript contains network configuration files and it will
be used by zvmguestconfigure to configure zLinux os network when it
starts up | [
"doscript",
":",
"contains",
"a",
"invokeScript",
".",
"sh",
"which",
"will",
"do",
"the",
"special",
"work"
]
| python | train | 46.352941 |
tensorflow/tensor2tensor | tensor2tensor/layers/common_video.py | https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/layers/common_video.py#L458-L497 | def gif_summary(name, tensor, max_outputs=3, fps=10, collections=None,
family=None):
"""Outputs a `Summary` protocol buffer with gif animations.
Args:
name: Name of the summary.
tensor: A 5-D `uint8` `Tensor` of shape `[batch_size, time, height, width,
channels]` where `channels` is 1 or 3.
max_outputs: Max number of batch elements to generate gifs for.
fps: frames per second of the animation
collections: Optional list of tf.GraphKeys. The collections to add the
summary to. Defaults to [tf.GraphKeys.SUMMARIES]
family: Optional; if provided, used as the prefix of the summary tag name,
which controls the tab name used for display on Tensorboard.
Returns:
A scalar `Tensor` of type `string`. The serialized `Summary` protocol
buffer.
Raises:
ValueError: if the given tensor has the wrong shape.
"""
tensor = tf.convert_to_tensor(tensor)
if len(tensor.get_shape()) != 5:
raise ValueError("Assuming videos given as tensors in the format "
"[batch, time, height, width, channels] but got one "
"of shape: %s" % str(tensor.get_shape()))
tensor = tf.cast(tensor, tf.uint8)
if distribute_summary_op_util.skip_summary():
return tf.constant("")
with summary_op_util.summary_scope(
name, family, values=[tensor]) as (tag, scope):
val = tf.py_func(
py_gif_summary,
[tag, tensor, max_outputs, fps],
tf.string,
stateful=False,
name=scope)
summary_op_util.collect(val, collections, [tf.GraphKeys.SUMMARIES])
return val | [
"def",
"gif_summary",
"(",
"name",
",",
"tensor",
",",
"max_outputs",
"=",
"3",
",",
"fps",
"=",
"10",
",",
"collections",
"=",
"None",
",",
"family",
"=",
"None",
")",
":",
"tensor",
"=",
"tf",
".",
"convert_to_tensor",
"(",
"tensor",
")",
"if",
"len",
"(",
"tensor",
".",
"get_shape",
"(",
")",
")",
"!=",
"5",
":",
"raise",
"ValueError",
"(",
"\"Assuming videos given as tensors in the format \"",
"\"[batch, time, height, width, channels] but got one \"",
"\"of shape: %s\"",
"%",
"str",
"(",
"tensor",
".",
"get_shape",
"(",
")",
")",
")",
"tensor",
"=",
"tf",
".",
"cast",
"(",
"tensor",
",",
"tf",
".",
"uint8",
")",
"if",
"distribute_summary_op_util",
".",
"skip_summary",
"(",
")",
":",
"return",
"tf",
".",
"constant",
"(",
"\"\"",
")",
"with",
"summary_op_util",
".",
"summary_scope",
"(",
"name",
",",
"family",
",",
"values",
"=",
"[",
"tensor",
"]",
")",
"as",
"(",
"tag",
",",
"scope",
")",
":",
"val",
"=",
"tf",
".",
"py_func",
"(",
"py_gif_summary",
",",
"[",
"tag",
",",
"tensor",
",",
"max_outputs",
",",
"fps",
"]",
",",
"tf",
".",
"string",
",",
"stateful",
"=",
"False",
",",
"name",
"=",
"scope",
")",
"summary_op_util",
".",
"collect",
"(",
"val",
",",
"collections",
",",
"[",
"tf",
".",
"GraphKeys",
".",
"SUMMARIES",
"]",
")",
"return",
"val"
]
| Outputs a `Summary` protocol buffer with gif animations.
Args:
name: Name of the summary.
tensor: A 5-D `uint8` `Tensor` of shape `[batch_size, time, height, width,
channels]` where `channels` is 1 or 3.
max_outputs: Max number of batch elements to generate gifs for.
fps: frames per second of the animation
collections: Optional list of tf.GraphKeys. The collections to add the
summary to. Defaults to [tf.GraphKeys.SUMMARIES]
family: Optional; if provided, used as the prefix of the summary tag name,
which controls the tab name used for display on Tensorboard.
Returns:
A scalar `Tensor` of type `string`. The serialized `Summary` protocol
buffer.
Raises:
ValueError: if the given tensor has the wrong shape. | [
"Outputs",
"a",
"Summary",
"protocol",
"buffer",
"with",
"gif",
"animations",
"."
]
| python | train | 39.3 |
materialsproject/pymatgen | pymatgen/analysis/elasticity/elastic.py | https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/analysis/elasticity/elastic.py#L387-L392 | def universal_anisotropy(self):
"""
returns the universal anisotropy value
"""
return 5. * self.g_voigt / self.g_reuss + \
self.k_voigt / self.k_reuss - 6. | [
"def",
"universal_anisotropy",
"(",
"self",
")",
":",
"return",
"5.",
"*",
"self",
".",
"g_voigt",
"/",
"self",
".",
"g_reuss",
"+",
"self",
".",
"k_voigt",
"/",
"self",
".",
"k_reuss",
"-",
"6."
]
| returns the universal anisotropy value | [
"returns",
"the",
"universal",
"anisotropy",
"value"
]
| python | train | 32.333333 |
TaylorSMarks/playsound | playsound.py | https://github.com/TaylorSMarks/playsound/blob/907f1fe73375a2156f7e0900c4b42c0a60fa1d00/playsound.py#L4-L41 | def _playsoundWin(sound, block = True):
'''
Utilizes windll.winmm. Tested and known to work with MP3 and WAVE on
Windows 7 with Python 2.7. Probably works with more file formats.
Probably works on Windows XP thru Windows 10. Probably works with all
versions of Python.
Inspired by (but not copied from) Michael Gundlach <[email protected]>'s mp3play:
https://github.com/michaelgundlach/mp3play
I never would have tried using windll.winmm without seeing his code.
'''
from ctypes import c_buffer, windll
from random import random
from time import sleep
from sys import getfilesystemencoding
def winCommand(*command):
buf = c_buffer(255)
command = ' '.join(command).encode(getfilesystemencoding())
errorCode = int(windll.winmm.mciSendStringA(command, buf, 254, 0))
if errorCode:
errorBuffer = c_buffer(255)
windll.winmm.mciGetErrorStringA(errorCode, errorBuffer, 254)
exceptionMessage = ('\n Error ' + str(errorCode) + ' for command:'
'\n ' + command.decode() +
'\n ' + errorBuffer.value.decode())
raise PlaysoundException(exceptionMessage)
return buf.value
alias = 'playsound_' + str(random())
winCommand('open "' + sound + '" alias', alias)
winCommand('set', alias, 'time format milliseconds')
durationInMS = winCommand('status', alias, 'length')
winCommand('play', alias, 'from 0 to', durationInMS.decode())
if block:
sleep(float(durationInMS) / 1000.0) | [
"def",
"_playsoundWin",
"(",
"sound",
",",
"block",
"=",
"True",
")",
":",
"from",
"ctypes",
"import",
"c_buffer",
",",
"windll",
"from",
"random",
"import",
"random",
"from",
"time",
"import",
"sleep",
"from",
"sys",
"import",
"getfilesystemencoding",
"def",
"winCommand",
"(",
"*",
"command",
")",
":",
"buf",
"=",
"c_buffer",
"(",
"255",
")",
"command",
"=",
"' '",
".",
"join",
"(",
"command",
")",
".",
"encode",
"(",
"getfilesystemencoding",
"(",
")",
")",
"errorCode",
"=",
"int",
"(",
"windll",
".",
"winmm",
".",
"mciSendStringA",
"(",
"command",
",",
"buf",
",",
"254",
",",
"0",
")",
")",
"if",
"errorCode",
":",
"errorBuffer",
"=",
"c_buffer",
"(",
"255",
")",
"windll",
".",
"winmm",
".",
"mciGetErrorStringA",
"(",
"errorCode",
",",
"errorBuffer",
",",
"254",
")",
"exceptionMessage",
"=",
"(",
"'\\n Error '",
"+",
"str",
"(",
"errorCode",
")",
"+",
"' for command:'",
"'\\n '",
"+",
"command",
".",
"decode",
"(",
")",
"+",
"'\\n '",
"+",
"errorBuffer",
".",
"value",
".",
"decode",
"(",
")",
")",
"raise",
"PlaysoundException",
"(",
"exceptionMessage",
")",
"return",
"buf",
".",
"value",
"alias",
"=",
"'playsound_'",
"+",
"str",
"(",
"random",
"(",
")",
")",
"winCommand",
"(",
"'open \"'",
"+",
"sound",
"+",
"'\" alias'",
",",
"alias",
")",
"winCommand",
"(",
"'set'",
",",
"alias",
",",
"'time format milliseconds'",
")",
"durationInMS",
"=",
"winCommand",
"(",
"'status'",
",",
"alias",
",",
"'length'",
")",
"winCommand",
"(",
"'play'",
",",
"alias",
",",
"'from 0 to'",
",",
"durationInMS",
".",
"decode",
"(",
")",
")",
"if",
"block",
":",
"sleep",
"(",
"float",
"(",
"durationInMS",
")",
"/",
"1000.0",
")"
]
| Utilizes windll.winmm. Tested and known to work with MP3 and WAVE on
Windows 7 with Python 2.7. Probably works with more file formats.
Probably works on Windows XP thru Windows 10. Probably works with all
versions of Python.
Inspired by (but not copied from) Michael Gundlach <[email protected]>'s mp3play:
https://github.com/michaelgundlach/mp3play
I never would have tried using windll.winmm without seeing his code. | [
"Utilizes",
"windll",
".",
"winmm",
".",
"Tested",
"and",
"known",
"to",
"work",
"with",
"MP3",
"and",
"WAVE",
"on",
"Windows",
"7",
"with",
"Python",
"2",
".",
"7",
".",
"Probably",
"works",
"with",
"more",
"file",
"formats",
".",
"Probably",
"works",
"on",
"Windows",
"XP",
"thru",
"Windows",
"10",
".",
"Probably",
"works",
"with",
"all",
"versions",
"of",
"Python",
"."
]
| python | train | 41.605263 |
lesscpy/lesscpy | lesscpy/lessc/parser.py | https://github.com/lesscpy/lesscpy/blob/51e392fb4a3cd4ccfb6175e0e42ce7d2f6b78126/lesscpy/lessc/parser.py#L185-L197 | def p_unit_list(self, p):
""" unit_list : unit_list unit
| unit
"""
if isinstance(p[1], list):
if len(p) >= 3:
if isinstance(p[2], list):
p[1].extend(p[2])
else:
p[1].append(p[2])
else:
p[1] = [p[1]]
p[0] = p[1] | [
"def",
"p_unit_list",
"(",
"self",
",",
"p",
")",
":",
"if",
"isinstance",
"(",
"p",
"[",
"1",
"]",
",",
"list",
")",
":",
"if",
"len",
"(",
"p",
")",
">=",
"3",
":",
"if",
"isinstance",
"(",
"p",
"[",
"2",
"]",
",",
"list",
")",
":",
"p",
"[",
"1",
"]",
".",
"extend",
"(",
"p",
"[",
"2",
"]",
")",
"else",
":",
"p",
"[",
"1",
"]",
".",
"append",
"(",
"p",
"[",
"2",
"]",
")",
"else",
":",
"p",
"[",
"1",
"]",
"=",
"[",
"p",
"[",
"1",
"]",
"]",
"p",
"[",
"0",
"]",
"=",
"p",
"[",
"1",
"]"
]
| unit_list : unit_list unit
| unit | [
"unit_list",
":",
"unit_list",
"unit",
"|",
"unit"
]
| python | valid | 29.769231 |
GoogleCloudPlatform/appengine-mapreduce | python/src/mapreduce/handlers.py | https://github.com/GoogleCloudPlatform/appengine-mapreduce/blob/2045eb3605b6ecb40c83d11dd5442a89fe5c5dd6/python/src/mapreduce/handlers.py#L607-L648 | def _process_datum(self, data, input_reader, ctx, transient_shard_state):
"""Process a single data piece.
Call mapper handler on the data.
Args:
data: a datum to process.
input_reader: input reader.
ctx: mapreduce context
transient_shard_state: transient shard state.
Returns:
True if scan should be continued, False if scan should be stopped.
"""
if data is not input_readers.ALLOW_CHECKPOINT:
self.slice_context.incr(context.COUNTER_MAPPER_CALLS)
handler = transient_shard_state.handler
if isinstance(handler, map_job.Mapper):
handler(self.slice_context, data)
else:
if input_reader.expand_parameters:
result = handler(*data)
else:
result = handler(data)
if util.is_generator(result):
for output in result:
if isinstance(output, operation.Operation):
output(ctx)
else:
output_writer = transient_shard_state.output_writer
if not output_writer:
logging.warning(
"Handler yielded %s, but no output writer is set.", output)
else:
output_writer.write(output)
if self._time() - self._start_time >= parameters.config._SLICE_DURATION_SEC:
return False
return True | [
"def",
"_process_datum",
"(",
"self",
",",
"data",
",",
"input_reader",
",",
"ctx",
",",
"transient_shard_state",
")",
":",
"if",
"data",
"is",
"not",
"input_readers",
".",
"ALLOW_CHECKPOINT",
":",
"self",
".",
"slice_context",
".",
"incr",
"(",
"context",
".",
"COUNTER_MAPPER_CALLS",
")",
"handler",
"=",
"transient_shard_state",
".",
"handler",
"if",
"isinstance",
"(",
"handler",
",",
"map_job",
".",
"Mapper",
")",
":",
"handler",
"(",
"self",
".",
"slice_context",
",",
"data",
")",
"else",
":",
"if",
"input_reader",
".",
"expand_parameters",
":",
"result",
"=",
"handler",
"(",
"*",
"data",
")",
"else",
":",
"result",
"=",
"handler",
"(",
"data",
")",
"if",
"util",
".",
"is_generator",
"(",
"result",
")",
":",
"for",
"output",
"in",
"result",
":",
"if",
"isinstance",
"(",
"output",
",",
"operation",
".",
"Operation",
")",
":",
"output",
"(",
"ctx",
")",
"else",
":",
"output_writer",
"=",
"transient_shard_state",
".",
"output_writer",
"if",
"not",
"output_writer",
":",
"logging",
".",
"warning",
"(",
"\"Handler yielded %s, but no output writer is set.\"",
",",
"output",
")",
"else",
":",
"output_writer",
".",
"write",
"(",
"output",
")",
"if",
"self",
".",
"_time",
"(",
")",
"-",
"self",
".",
"_start_time",
">=",
"parameters",
".",
"config",
".",
"_SLICE_DURATION_SEC",
":",
"return",
"False",
"return",
"True"
]
| Process a single data piece.
Call mapper handler on the data.
Args:
data: a datum to process.
input_reader: input reader.
ctx: mapreduce context
transient_shard_state: transient shard state.
Returns:
True if scan should be continued, False if scan should be stopped. | [
"Process",
"a",
"single",
"data",
"piece",
"."
]
| python | train | 31.166667 |
hazelcast/hazelcast-python-client | hazelcast/transaction.py | https://github.com/hazelcast/hazelcast-python-client/blob/3f6639443c23d6d036aa343f8e094f052250d2c1/hazelcast/transaction.py#L63-L74 | def new_transaction(self, timeout, durability, transaction_type):
"""
Creates a Transaction object with given timeout, durability and transaction type.
:param timeout: (long), the timeout in seconds determines the maximum lifespan of a transaction.
:param durability: (int), the durability is the number of machines that can take over if a member fails during a
transaction commit or rollback
:param transaction_type: (Transaction Type), the transaction type which can be :const:`~hazelcast.transaction.TWO_PHASE` or :const:`~hazelcast.transaction.ONE_PHASE`
:return: (:class:`~hazelcast.transaction.Transaction`), new created Transaction.
"""
connection = self._connect()
return Transaction(self._client, connection, timeout, durability, transaction_type) | [
"def",
"new_transaction",
"(",
"self",
",",
"timeout",
",",
"durability",
",",
"transaction_type",
")",
":",
"connection",
"=",
"self",
".",
"_connect",
"(",
")",
"return",
"Transaction",
"(",
"self",
".",
"_client",
",",
"connection",
",",
"timeout",
",",
"durability",
",",
"transaction_type",
")"
]
| Creates a Transaction object with given timeout, durability and transaction type.
:param timeout: (long), the timeout in seconds determines the maximum lifespan of a transaction.
:param durability: (int), the durability is the number of machines that can take over if a member fails during a
transaction commit or rollback
:param transaction_type: (Transaction Type), the transaction type which can be :const:`~hazelcast.transaction.TWO_PHASE` or :const:`~hazelcast.transaction.ONE_PHASE`
:return: (:class:`~hazelcast.transaction.Transaction`), new created Transaction. | [
"Creates",
"a",
"Transaction",
"object",
"with",
"given",
"timeout",
"durability",
"and",
"transaction",
"type",
"."
]
| python | train | 69.166667 |
romanorac/discomll | discomll/ensemble/core/k_medoids.py | https://github.com/romanorac/discomll/blob/a4703daffb2ba3c9f614bc3dbe45ae55884aea00/discomll/ensemble/core/k_medoids.py#L8-L41 | def fit(sim_mat, D_len, cidx):
"""
Algorithm maximizes energy between clusters, which is distinction in this algorithm. Distance matrix contains mostly 0, which are overlooked due to search of maximal distances. Algorithm does not try to retain k clusters.
D: numpy array - Symmetric distance matrix
k: int - number of clusters
"""
min_energy = np.inf
for j in range(3):
# select indices in each sample that maximizes its dimension
inds = [np.argmin([sim_mat[idy].get(idx, 0) for idx in cidx]) for idy in range(D_len) if idy in sim_mat]
cidx = []
energy = 0 # current enengy
for i in np.unique(inds):
indsi = np.where(inds == i)[0] # find indices for every cluster
minind, min_value = 0, 0
for index, idy in enumerate(indsi):
if idy in sim_mat:
# value = sum([sim_mat[idy].get(idx,0) for idx in indsi])
value = 0
for idx in indsi:
value += sim_mat[idy].get(idx, 0)
if value < min_value:
minind, min_value = index, value
energy += min_value
cidx.append(indsi[minind]) # new centers
if energy < min_energy:
min_energy, inds_min, cidx_min = energy, inds, cidx
return inds_min, cidx_min | [
"def",
"fit",
"(",
"sim_mat",
",",
"D_len",
",",
"cidx",
")",
":",
"min_energy",
"=",
"np",
".",
"inf",
"for",
"j",
"in",
"range",
"(",
"3",
")",
":",
"# select indices in each sample that maximizes its dimension",
"inds",
"=",
"[",
"np",
".",
"argmin",
"(",
"[",
"sim_mat",
"[",
"idy",
"]",
".",
"get",
"(",
"idx",
",",
"0",
")",
"for",
"idx",
"in",
"cidx",
"]",
")",
"for",
"idy",
"in",
"range",
"(",
"D_len",
")",
"if",
"idy",
"in",
"sim_mat",
"]",
"cidx",
"=",
"[",
"]",
"energy",
"=",
"0",
"# current enengy",
"for",
"i",
"in",
"np",
".",
"unique",
"(",
"inds",
")",
":",
"indsi",
"=",
"np",
".",
"where",
"(",
"inds",
"==",
"i",
")",
"[",
"0",
"]",
"# find indices for every cluster",
"minind",
",",
"min_value",
"=",
"0",
",",
"0",
"for",
"index",
",",
"idy",
"in",
"enumerate",
"(",
"indsi",
")",
":",
"if",
"idy",
"in",
"sim_mat",
":",
"# value = sum([sim_mat[idy].get(idx,0) for idx in indsi])",
"value",
"=",
"0",
"for",
"idx",
"in",
"indsi",
":",
"value",
"+=",
"sim_mat",
"[",
"idy",
"]",
".",
"get",
"(",
"idx",
",",
"0",
")",
"if",
"value",
"<",
"min_value",
":",
"minind",
",",
"min_value",
"=",
"index",
",",
"value",
"energy",
"+=",
"min_value",
"cidx",
".",
"append",
"(",
"indsi",
"[",
"minind",
"]",
")",
"# new centers",
"if",
"energy",
"<",
"min_energy",
":",
"min_energy",
",",
"inds_min",
",",
"cidx_min",
"=",
"energy",
",",
"inds",
",",
"cidx",
"return",
"inds_min",
",",
"cidx_min"
]
| Algorithm maximizes energy between clusters, which is distinction in this algorithm. Distance matrix contains mostly 0, which are overlooked due to search of maximal distances. Algorithm does not try to retain k clusters.
D: numpy array - Symmetric distance matrix
k: int - number of clusters | [
"Algorithm",
"maximizes",
"energy",
"between",
"clusters",
"which",
"is",
"distinction",
"in",
"this",
"algorithm",
".",
"Distance",
"matrix",
"contains",
"mostly",
"0",
"which",
"are",
"overlooked",
"due",
"to",
"search",
"of",
"maximal",
"distances",
".",
"Algorithm",
"does",
"not",
"try",
"to",
"retain",
"k",
"clusters",
"."
]
| python | train | 39.823529 |
sphinx-gallery/sphinx-gallery | sphinx_gallery/notebook.py | https://github.com/sphinx-gallery/sphinx-gallery/blob/b0c1f6701bf3f4cef238757e1105cf3686b5e674/sphinx_gallery/notebook.py#L24-L51 | def jupyter_notebook_skeleton():
"""Returns a dictionary with the elements of a Jupyter notebook"""
py_version = sys.version_info
notebook_skeleton = {
"cells": [],
"metadata": {
"kernelspec": {
"display_name": "Python " + str(py_version[0]),
"language": "python",
"name": "python" + str(py_version[0])
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": py_version[0]
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython" + str(py_version[0]),
"version": '{0}.{1}.{2}'.format(*sys.version_info[:3])
}
},
"nbformat": 4,
"nbformat_minor": 0
}
return notebook_skeleton | [
"def",
"jupyter_notebook_skeleton",
"(",
")",
":",
"py_version",
"=",
"sys",
".",
"version_info",
"notebook_skeleton",
"=",
"{",
"\"cells\"",
":",
"[",
"]",
",",
"\"metadata\"",
":",
"{",
"\"kernelspec\"",
":",
"{",
"\"display_name\"",
":",
"\"Python \"",
"+",
"str",
"(",
"py_version",
"[",
"0",
"]",
")",
",",
"\"language\"",
":",
"\"python\"",
",",
"\"name\"",
":",
"\"python\"",
"+",
"str",
"(",
"py_version",
"[",
"0",
"]",
")",
"}",
",",
"\"language_info\"",
":",
"{",
"\"codemirror_mode\"",
":",
"{",
"\"name\"",
":",
"\"ipython\"",
",",
"\"version\"",
":",
"py_version",
"[",
"0",
"]",
"}",
",",
"\"file_extension\"",
":",
"\".py\"",
",",
"\"mimetype\"",
":",
"\"text/x-python\"",
",",
"\"name\"",
":",
"\"python\"",
",",
"\"nbconvert_exporter\"",
":",
"\"python\"",
",",
"\"pygments_lexer\"",
":",
"\"ipython\"",
"+",
"str",
"(",
"py_version",
"[",
"0",
"]",
")",
",",
"\"version\"",
":",
"'{0}.{1}.{2}'",
".",
"format",
"(",
"*",
"sys",
".",
"version_info",
"[",
":",
"3",
"]",
")",
"}",
"}",
",",
"\"nbformat\"",
":",
"4",
",",
"\"nbformat_minor\"",
":",
"0",
"}",
"return",
"notebook_skeleton"
]
| Returns a dictionary with the elements of a Jupyter notebook | [
"Returns",
"a",
"dictionary",
"with",
"the",
"elements",
"of",
"a",
"Jupyter",
"notebook"
]
| python | train | 34.464286 |
spyder-ide/spyder | spyder/plugins/profiler/plugin.py | https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/profiler/plugin.py#L80-L95 | def register_plugin(self):
"""Register plugin in Spyder's main window"""
self.profiler.datatree.sig_edit_goto.connect(self.main.editor.load)
self.profiler.redirect_stdio.connect(
self.main.redirect_internalshell_stdio)
self.main.add_dockwidget(self)
profiler_act = create_action(self, _("Profile"),
icon=self.get_plugin_icon(),
triggered=self.run_profiler)
profiler_act.setEnabled(is_profiler_installed())
self.register_shortcut(profiler_act, context="Profiler",
name="Run profiler")
self.main.run_menu_actions += [profiler_act]
self.main.editor.pythonfile_dependent_actions += [profiler_act] | [
"def",
"register_plugin",
"(",
"self",
")",
":",
"self",
".",
"profiler",
".",
"datatree",
".",
"sig_edit_goto",
".",
"connect",
"(",
"self",
".",
"main",
".",
"editor",
".",
"load",
")",
"self",
".",
"profiler",
".",
"redirect_stdio",
".",
"connect",
"(",
"self",
".",
"main",
".",
"redirect_internalshell_stdio",
")",
"self",
".",
"main",
".",
"add_dockwidget",
"(",
"self",
")",
"profiler_act",
"=",
"create_action",
"(",
"self",
",",
"_",
"(",
"\"Profile\"",
")",
",",
"icon",
"=",
"self",
".",
"get_plugin_icon",
"(",
")",
",",
"triggered",
"=",
"self",
".",
"run_profiler",
")",
"profiler_act",
".",
"setEnabled",
"(",
"is_profiler_installed",
"(",
")",
")",
"self",
".",
"register_shortcut",
"(",
"profiler_act",
",",
"context",
"=",
"\"Profiler\"",
",",
"name",
"=",
"\"Run profiler\"",
")",
"self",
".",
"main",
".",
"run_menu_actions",
"+=",
"[",
"profiler_act",
"]",
"self",
".",
"main",
".",
"editor",
".",
"pythonfile_dependent_actions",
"+=",
"[",
"profiler_act",
"]"
]
| Register plugin in Spyder's main window | [
"Register",
"plugin",
"in",
"Spyder",
"s",
"main",
"window"
]
| python | train | 48.5 |
rackerlabs/yoke | examples/api_gateway_with_authorizer/authorizer/src/policy.py | https://github.com/rackerlabs/yoke/blob/00c01d6217b77f9ce14233a0f3686ac6f7b1c247/examples/api_gateway_with_authorizer/authorizer/src/policy.py#L153-L178 | def build(self):
"""
Generates the policy document based on the internal lists of
allowed and denied conditions. This will generate a policy with
two main statements for the effect: one statement for Allow and
one statement for Deny. Methods that includes conditions will
have their own statement in the policy.
"""
if ((self.allowMethods is None or len(self.allowMethods) == 0) and
(self.denyMethods is None or len(self.denyMethods) == 0)):
raise NameError('No statements defined for the policy')
policy = {
'principalId': self.principal_id,
'policyDocument': {
'Version': self.version,
'Statement': []
}
}
policy['policyDocument']['Statement'].extend(
self._get_effect_statement('Allow', self.allowMethods))
policy['policyDocument']['Statement'].extend(
self._get_effect_statement('Deny', self.denyMethods))
return policy | [
"def",
"build",
"(",
"self",
")",
":",
"if",
"(",
"(",
"self",
".",
"allowMethods",
"is",
"None",
"or",
"len",
"(",
"self",
".",
"allowMethods",
")",
"==",
"0",
")",
"and",
"(",
"self",
".",
"denyMethods",
"is",
"None",
"or",
"len",
"(",
"self",
".",
"denyMethods",
")",
"==",
"0",
")",
")",
":",
"raise",
"NameError",
"(",
"'No statements defined for the policy'",
")",
"policy",
"=",
"{",
"'principalId'",
":",
"self",
".",
"principal_id",
",",
"'policyDocument'",
":",
"{",
"'Version'",
":",
"self",
".",
"version",
",",
"'Statement'",
":",
"[",
"]",
"}",
"}",
"policy",
"[",
"'policyDocument'",
"]",
"[",
"'Statement'",
"]",
".",
"extend",
"(",
"self",
".",
"_get_effect_statement",
"(",
"'Allow'",
",",
"self",
".",
"allowMethods",
")",
")",
"policy",
"[",
"'policyDocument'",
"]",
"[",
"'Statement'",
"]",
".",
"extend",
"(",
"self",
".",
"_get_effect_statement",
"(",
"'Deny'",
",",
"self",
".",
"denyMethods",
")",
")",
"return",
"policy"
]
| Generates the policy document based on the internal lists of
allowed and denied conditions. This will generate a policy with
two main statements for the effect: one statement for Allow and
one statement for Deny. Methods that includes conditions will
have their own statement in the policy. | [
"Generates",
"the",
"policy",
"document",
"based",
"on",
"the",
"internal",
"lists",
"of",
"allowed",
"and",
"denied",
"conditions",
".",
"This",
"will",
"generate",
"a",
"policy",
"with",
"two",
"main",
"statements",
"for",
"the",
"effect",
":",
"one",
"statement",
"for",
"Allow",
"and",
"one",
"statement",
"for",
"Deny",
".",
"Methods",
"that",
"includes",
"conditions",
"will",
"have",
"their",
"own",
"statement",
"in",
"the",
"policy",
"."
]
| python | valid | 39.423077 |
CivicSpleen/ambry | ambry/orm/partition.py | https://github.com/CivicSpleen/ambry/blob/d7f2be4bf1f7ffd086f3fadd4fcae60c32473e42/ambry/orm/partition.py#L810-L820 | def update_id(self, sequence_id=None):
"""Alter the sequence id, and all of the names and ids derived from it. This
often needs to be done after an IntegrityError in a multiprocessing run"""
if sequence_id:
self.sequence_id = sequence_id
self._set_ids(force=True)
if self.dataset:
self._update_names() | [
"def",
"update_id",
"(",
"self",
",",
"sequence_id",
"=",
"None",
")",
":",
"if",
"sequence_id",
":",
"self",
".",
"sequence_id",
"=",
"sequence_id",
"self",
".",
"_set_ids",
"(",
"force",
"=",
"True",
")",
"if",
"self",
".",
"dataset",
":",
"self",
".",
"_update_names",
"(",
")"
]
| Alter the sequence id, and all of the names and ids derived from it. This
often needs to be done after an IntegrityError in a multiprocessing run | [
"Alter",
"the",
"sequence",
"id",
"and",
"all",
"of",
"the",
"names",
"and",
"ids",
"derived",
"from",
"it",
".",
"This",
"often",
"needs",
"to",
"be",
"done",
"after",
"an",
"IntegrityError",
"in",
"a",
"multiprocessing",
"run"
]
| python | train | 32.545455 |
cgarciae/phi | phi/dsl.py | https://github.com/cgarciae/phi/blob/87fd7100a76f823232f4fd8360498b4b80675265/phi/dsl.py#L682-L793 | def List(self, *branches, **kwargs):
"""
While `Seq` is sequential, `phi.dsl.Expression.List` allows you to split the computation and get back a list with the result of each path. While the list literal should be the most incarnation of this expresion, it can actually be any iterable (implements `__iter__`) that is not a tuple and yields a valid expresion.
The expression
k = List(f, g)
is equivalent to
k = lambda x: [ f(x), g(x) ]
In general, the following rules apply after compilation:
**General Branching**
List(f0, f1, ..., fn)
is equivalent to
lambda x: [ f0(x), f1(x), ..., fn(x) ]
**Composing & Branching**
It is interesting to see how braching interacts with composing. The expression
Seq(f, List(g, h))
is *almost* equivalent to
List( Seq(f, g), Seq(f, h) )
As you see its as if `f` where distributed over the List. We say *almost* because their implementation is different
def _lambda(x):
x = f(x)
return [ g(x), h(x) ]
vs
lambda x: [ g(f(x)), h(f(x)) ]
As you see `f` is only executed once in the first one. Both should yield the same result if `f` is a pure function.
### Examples
form phi import P, List
avg_word_length = P.Pipe(
"1 22 333",
lambda s: s.split(' '), # ['1', '22', '333']
lambda l: map(len, l), # [1, 2, 3]
List(
sum # 1 + 2 + 3 == 6
,
len # len([1, 2, 3]) == 3
),
lambda l: l[0] / l[1] # sum / len == 6 / 3 == 2
)
assert avg_word_length == 2
The previous could also be done more briefly like this
form phi import P, Obj, List
avg_word_length = P.Pipe(
"1 22 333", Obj
.split(' ') # ['1', '22', '333']
.map(len) # [1, 2, 3]
.List(
sum #sum([1, 2, 3]) == 6
,
len #len([1, 2, 3]) == 3
),
P[0] / P[1] #6 / 3 == 2
)
assert avg_word_length == 2
In the example above the last expression
P[0] / P[1]
works for a couple of reasons
1. The previous expression returns a list
2. In general the expression `P[x]` compiles to a function with the form `lambda obj: obj[x]`
3. The class `Expression` (the class from which the object `P` inherits) overrides most operators to create functions easily. For example, the expression
(P * 2) / (P + 1)
compile to a function of the form
lambda x: (x * 2) / (x + 1)
Check out the documentatio for Phi [lambdas](https://cgarciae.github.io/phi/lambdas.m.html).
"""
gs = [ _parse(code)._f for code in branches ]
def h(x, state):
ys = []
for g in gs:
y, state = g(x, state)
ys.append(y)
return (ys, state)
return self.__then__(h, **kwargs) | [
"def",
"List",
"(",
"self",
",",
"*",
"branches",
",",
"*",
"*",
"kwargs",
")",
":",
"gs",
"=",
"[",
"_parse",
"(",
"code",
")",
".",
"_f",
"for",
"code",
"in",
"branches",
"]",
"def",
"h",
"(",
"x",
",",
"state",
")",
":",
"ys",
"=",
"[",
"]",
"for",
"g",
"in",
"gs",
":",
"y",
",",
"state",
"=",
"g",
"(",
"x",
",",
"state",
")",
"ys",
".",
"append",
"(",
"y",
")",
"return",
"(",
"ys",
",",
"state",
")",
"return",
"self",
".",
"__then__",
"(",
"h",
",",
"*",
"*",
"kwargs",
")"
]
| While `Seq` is sequential, `phi.dsl.Expression.List` allows you to split the computation and get back a list with the result of each path. While the list literal should be the most incarnation of this expresion, it can actually be any iterable (implements `__iter__`) that is not a tuple and yields a valid expresion.
The expression
k = List(f, g)
is equivalent to
k = lambda x: [ f(x), g(x) ]
In general, the following rules apply after compilation:
**General Branching**
List(f0, f1, ..., fn)
is equivalent to
lambda x: [ f0(x), f1(x), ..., fn(x) ]
**Composing & Branching**
It is interesting to see how braching interacts with composing. The expression
Seq(f, List(g, h))
is *almost* equivalent to
List( Seq(f, g), Seq(f, h) )
As you see its as if `f` where distributed over the List. We say *almost* because their implementation is different
def _lambda(x):
x = f(x)
return [ g(x), h(x) ]
vs
lambda x: [ g(f(x)), h(f(x)) ]
As you see `f` is only executed once in the first one. Both should yield the same result if `f` is a pure function.
### Examples
form phi import P, List
avg_word_length = P.Pipe(
"1 22 333",
lambda s: s.split(' '), # ['1', '22', '333']
lambda l: map(len, l), # [1, 2, 3]
List(
sum # 1 + 2 + 3 == 6
,
len # len([1, 2, 3]) == 3
),
lambda l: l[0] / l[1] # sum / len == 6 / 3 == 2
)
assert avg_word_length == 2
The previous could also be done more briefly like this
form phi import P, Obj, List
avg_word_length = P.Pipe(
"1 22 333", Obj
.split(' ') # ['1', '22', '333']
.map(len) # [1, 2, 3]
.List(
sum #sum([1, 2, 3]) == 6
,
len #len([1, 2, 3]) == 3
),
P[0] / P[1] #6 / 3 == 2
)
assert avg_word_length == 2
In the example above the last expression
P[0] / P[1]
works for a couple of reasons
1. The previous expression returns a list
2. In general the expression `P[x]` compiles to a function with the form `lambda obj: obj[x]`
3. The class `Expression` (the class from which the object `P` inherits) overrides most operators to create functions easily. For example, the expression
(P * 2) / (P + 1)
compile to a function of the form
lambda x: (x * 2) / (x + 1)
Check out the documentatio for Phi [lambdas](https://cgarciae.github.io/phi/lambdas.m.html). | [
"While",
"Seq",
"is",
"sequential",
"phi",
".",
"dsl",
".",
"Expression",
".",
"List",
"allows",
"you",
"to",
"split",
"the",
"computation",
"and",
"get",
"back",
"a",
"list",
"with",
"the",
"result",
"of",
"each",
"path",
".",
"While",
"the",
"list",
"literal",
"should",
"be",
"the",
"most",
"incarnation",
"of",
"this",
"expresion",
"it",
"can",
"actually",
"be",
"any",
"iterable",
"(",
"implements",
"__iter__",
")",
"that",
"is",
"not",
"a",
"tuple",
"and",
"yields",
"a",
"valid",
"expresion",
"."
]
| python | train | 24.026786 |
iotile/coretools | iotileemulate/iotile/emulate/internal/emulation_loop.py | https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotileemulate/iotile/emulate/internal/emulation_loop.py#L451-L483 | async def _clean_shutdown(self):
"""Cleanly shutdown the emulation loop."""
# Cleanly stop any other outstanding tasks not associated with tiles
remaining_tasks = []
for task in self._tasks.get(None, []):
self._logger.debug("Cancelling task at shutdown %s", task)
task.cancel()
remaining_tasks.append(task)
asyncio.gather(*remaining_tasks, return_exceptions=True)
if len(remaining_tasks) > 0:
del self._tasks[None]
# Shutdown tasks associated with each tile
remaining_tasks = []
for address in sorted(self._tasks, reverse=True):
if address is None:
continue
self._logger.debug("Shutting down tasks for tile at %d", address)
for task in self._tasks.get(address, []):
task.cancel()
remaining_tasks.append(task)
asyncio.gather(*remaining_tasks, return_exceptions=True)
await self._rpc_queue.stop()
self._loop.stop() | [
"async",
"def",
"_clean_shutdown",
"(",
"self",
")",
":",
"# Cleanly stop any other outstanding tasks not associated with tiles",
"remaining_tasks",
"=",
"[",
"]",
"for",
"task",
"in",
"self",
".",
"_tasks",
".",
"get",
"(",
"None",
",",
"[",
"]",
")",
":",
"self",
".",
"_logger",
".",
"debug",
"(",
"\"Cancelling task at shutdown %s\"",
",",
"task",
")",
"task",
".",
"cancel",
"(",
")",
"remaining_tasks",
".",
"append",
"(",
"task",
")",
"asyncio",
".",
"gather",
"(",
"*",
"remaining_tasks",
",",
"return_exceptions",
"=",
"True",
")",
"if",
"len",
"(",
"remaining_tasks",
")",
">",
"0",
":",
"del",
"self",
".",
"_tasks",
"[",
"None",
"]",
"# Shutdown tasks associated with each tile",
"remaining_tasks",
"=",
"[",
"]",
"for",
"address",
"in",
"sorted",
"(",
"self",
".",
"_tasks",
",",
"reverse",
"=",
"True",
")",
":",
"if",
"address",
"is",
"None",
":",
"continue",
"self",
".",
"_logger",
".",
"debug",
"(",
"\"Shutting down tasks for tile at %d\"",
",",
"address",
")",
"for",
"task",
"in",
"self",
".",
"_tasks",
".",
"get",
"(",
"address",
",",
"[",
"]",
")",
":",
"task",
".",
"cancel",
"(",
")",
"remaining_tasks",
".",
"append",
"(",
"task",
")",
"asyncio",
".",
"gather",
"(",
"*",
"remaining_tasks",
",",
"return_exceptions",
"=",
"True",
")",
"await",
"self",
".",
"_rpc_queue",
".",
"stop",
"(",
")",
"self",
".",
"_loop",
".",
"stop",
"(",
")"
]
| Cleanly shutdown the emulation loop. | [
"Cleanly",
"shutdown",
"the",
"emulation",
"loop",
"."
]
| python | train | 30.848485 |
mivade/tornadose | tornadose/handlers.py | https://github.com/mivade/tornadose/blob/d220e0e3040d24c98997eee7a8a236602b4c5159/tornadose/handlers.py#L102-L107 | async def open(self):
"""Register with the publisher."""
self.store.register(self)
while not self.finished:
message = await self.messages.get()
await self.publish(message) | [
"async",
"def",
"open",
"(",
"self",
")",
":",
"self",
".",
"store",
".",
"register",
"(",
"self",
")",
"while",
"not",
"self",
".",
"finished",
":",
"message",
"=",
"await",
"self",
".",
"messages",
".",
"get",
"(",
")",
"await",
"self",
".",
"publish",
"(",
"message",
")"
]
| Register with the publisher. | [
"Register",
"with",
"the",
"publisher",
"."
]
| python | train | 36.5 |
ThreatConnect-Inc/tcex | tcex/tcex_bin_run.py | https://github.com/ThreatConnect-Inc/tcex/blob/dd4d7a1ef723af1561687120191886b9a2fd4b47/tcex/tcex_bin_run.py#L522-L527 | def included_profiles(self):
"""Load all profiles."""
profiles = []
for directory in self.tcex_json.get('profile_include_dirs') or []:
profiles.extend(self._load_config_include(directory))
return profiles | [
"def",
"included_profiles",
"(",
"self",
")",
":",
"profiles",
"=",
"[",
"]",
"for",
"directory",
"in",
"self",
".",
"tcex_json",
".",
"get",
"(",
"'profile_include_dirs'",
")",
"or",
"[",
"]",
":",
"profiles",
".",
"extend",
"(",
"self",
".",
"_load_config_include",
"(",
"directory",
")",
")",
"return",
"profiles"
]
| Load all profiles. | [
"Load",
"all",
"profiles",
"."
]
| python | train | 40.5 |
gem/oq-engine | openquake/commonlib/oqvalidation.py | https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/oqvalidation.py#L595-L622 | def is_valid_geometry(self):
"""
It is possible to infer the geometry only if exactly
one of sites, sites_csv, hazard_curves_csv, gmfs_csv,
region is set. You did set more than one, or nothing.
"""
has_sites = (self.sites is not None or 'sites' in self.inputs
or 'site_model' in self.inputs)
if not has_sites and not self.ground_motion_fields:
# when generating only the ruptures you do not need the sites
return True
if ('gmfs' in self.inputs and not has_sites and
not self.inputs['gmfs'].endswith('.xml')):
raise ValueError('Missing sites or sites_csv in the .ini file')
elif ('risk' in self.calculation_mode or
'damage' in self.calculation_mode or
'bcr' in self.calculation_mode):
return True # no check on the sites for risk
flags = dict(
sites=bool(self.sites),
sites_csv=self.inputs.get('sites', 0),
hazard_curves_csv=self.inputs.get('hazard_curves', 0),
gmfs_csv=self.inputs.get('gmfs', 0),
region=bool(self.region and self.region_grid_spacing))
# NB: below we check that all the flags
# are mutually exclusive
return sum(bool(v) for v in flags.values()) == 1 or self.inputs.get(
'exposure') or self.inputs.get('site_model') | [
"def",
"is_valid_geometry",
"(",
"self",
")",
":",
"has_sites",
"=",
"(",
"self",
".",
"sites",
"is",
"not",
"None",
"or",
"'sites'",
"in",
"self",
".",
"inputs",
"or",
"'site_model'",
"in",
"self",
".",
"inputs",
")",
"if",
"not",
"has_sites",
"and",
"not",
"self",
".",
"ground_motion_fields",
":",
"# when generating only the ruptures you do not need the sites",
"return",
"True",
"if",
"(",
"'gmfs'",
"in",
"self",
".",
"inputs",
"and",
"not",
"has_sites",
"and",
"not",
"self",
".",
"inputs",
"[",
"'gmfs'",
"]",
".",
"endswith",
"(",
"'.xml'",
")",
")",
":",
"raise",
"ValueError",
"(",
"'Missing sites or sites_csv in the .ini file'",
")",
"elif",
"(",
"'risk'",
"in",
"self",
".",
"calculation_mode",
"or",
"'damage'",
"in",
"self",
".",
"calculation_mode",
"or",
"'bcr'",
"in",
"self",
".",
"calculation_mode",
")",
":",
"return",
"True",
"# no check on the sites for risk",
"flags",
"=",
"dict",
"(",
"sites",
"=",
"bool",
"(",
"self",
".",
"sites",
")",
",",
"sites_csv",
"=",
"self",
".",
"inputs",
".",
"get",
"(",
"'sites'",
",",
"0",
")",
",",
"hazard_curves_csv",
"=",
"self",
".",
"inputs",
".",
"get",
"(",
"'hazard_curves'",
",",
"0",
")",
",",
"gmfs_csv",
"=",
"self",
".",
"inputs",
".",
"get",
"(",
"'gmfs'",
",",
"0",
")",
",",
"region",
"=",
"bool",
"(",
"self",
".",
"region",
"and",
"self",
".",
"region_grid_spacing",
")",
")",
"# NB: below we check that all the flags",
"# are mutually exclusive",
"return",
"sum",
"(",
"bool",
"(",
"v",
")",
"for",
"v",
"in",
"flags",
".",
"values",
"(",
")",
")",
"==",
"1",
"or",
"self",
".",
"inputs",
".",
"get",
"(",
"'exposure'",
")",
"or",
"self",
".",
"inputs",
".",
"get",
"(",
"'site_model'",
")"
]
| It is possible to infer the geometry only if exactly
one of sites, sites_csv, hazard_curves_csv, gmfs_csv,
region is set. You did set more than one, or nothing. | [
"It",
"is",
"possible",
"to",
"infer",
"the",
"geometry",
"only",
"if",
"exactly",
"one",
"of",
"sites",
"sites_csv",
"hazard_curves_csv",
"gmfs_csv",
"region",
"is",
"set",
".",
"You",
"did",
"set",
"more",
"than",
"one",
"or",
"nothing",
"."
]
| python | train | 49.928571 |
openstax/cnx-easybake | cnxeasybake/oven.py | https://github.com/openstax/cnx-easybake/blob/f8edf018fb7499f6f18af0145c326b93a737a782/cnxeasybake/oven.py#L59-L71 | def log_decl_method(func):
"""Decorate do_declartion methods for debug logging."""
from functools import wraps
@wraps(func)
def with_logging(*args, **kwargs):
self = args[0]
decl = args[2]
log(DEBUG, u" {}: {} {}".format(
self.state['current_step'], decl.name,
serialize(decl.value).strip()).encode('utf-8'))
return func(*args, **kwargs)
return with_logging | [
"def",
"log_decl_method",
"(",
"func",
")",
":",
"from",
"functools",
"import",
"wraps",
"@",
"wraps",
"(",
"func",
")",
"def",
"with_logging",
"(",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"self",
"=",
"args",
"[",
"0",
"]",
"decl",
"=",
"args",
"[",
"2",
"]",
"log",
"(",
"DEBUG",
",",
"u\" {}: {} {}\"",
".",
"format",
"(",
"self",
".",
"state",
"[",
"'current_step'",
"]",
",",
"decl",
".",
"name",
",",
"serialize",
"(",
"decl",
".",
"value",
")",
".",
"strip",
"(",
")",
")",
".",
"encode",
"(",
"'utf-8'",
")",
")",
"return",
"func",
"(",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
"return",
"with_logging"
]
| Decorate do_declartion methods for debug logging. | [
"Decorate",
"do_declartion",
"methods",
"for",
"debug",
"logging",
"."
]
| python | train | 32.692308 |
google/grr | grr/core/grr_response_core/lib/rdfvalues/client_fs.py | https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/core/grr_response_core/lib/rdfvalues/client_fs.py#L213-L223 | def Validate(self):
"""Ensure the pathspec is valid."""
self.pathspec.Validate()
if (self.HasField("start_time") and self.HasField("end_time") and
self.start_time > self.end_time):
raise ValueError("Start time must be before end time.")
if not self.path_regex and not self.data_regex and not self.path_glob:
raise ValueError("A Find specification can not contain both an empty "
"path regex and an empty data regex") | [
"def",
"Validate",
"(",
"self",
")",
":",
"self",
".",
"pathspec",
".",
"Validate",
"(",
")",
"if",
"(",
"self",
".",
"HasField",
"(",
"\"start_time\"",
")",
"and",
"self",
".",
"HasField",
"(",
"\"end_time\"",
")",
"and",
"self",
".",
"start_time",
">",
"self",
".",
"end_time",
")",
":",
"raise",
"ValueError",
"(",
"\"Start time must be before end time.\"",
")",
"if",
"not",
"self",
".",
"path_regex",
"and",
"not",
"self",
".",
"data_regex",
"and",
"not",
"self",
".",
"path_glob",
":",
"raise",
"ValueError",
"(",
"\"A Find specification can not contain both an empty \"",
"\"path regex and an empty data regex\"",
")"
]
| Ensure the pathspec is valid. | [
"Ensure",
"the",
"pathspec",
"is",
"valid",
"."
]
| python | train | 42.454545 |
xflr6/gsheets | gsheets/models.py | https://github.com/xflr6/gsheets/blob/ca4f1273044704e529c1138e3f942836fc496e1b/gsheets/models.py#L226-L236 | def titles(self, unique=False):
"""Return a list of contained worksheet titles.
Args:
unique (bool): drop duplicates
Returns:
list: list of titles/name strings
"""
if unique:
return tools.uniqued(s.title for s in self._items)
return [s.title for s in self._items] | [
"def",
"titles",
"(",
"self",
",",
"unique",
"=",
"False",
")",
":",
"if",
"unique",
":",
"return",
"tools",
".",
"uniqued",
"(",
"s",
".",
"title",
"for",
"s",
"in",
"self",
".",
"_items",
")",
"return",
"[",
"s",
".",
"title",
"for",
"s",
"in",
"self",
".",
"_items",
"]"
]
| Return a list of contained worksheet titles.
Args:
unique (bool): drop duplicates
Returns:
list: list of titles/name strings | [
"Return",
"a",
"list",
"of",
"contained",
"worksheet",
"titles",
"."
]
| python | train | 30.727273 |
proycon/pynlpl | pynlpl/formats/folia.py | https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4521-L4539 | def append(self, child, *args, **kwargs):
"""See :meth:`AbstractElement.append`"""
#if no set is associated with the layer yet, we learn it from span annotation elements that are added
if self.set is False or self.set is None:
if inspect.isclass(child):
if issubclass(child,AbstractSpanAnnotation):
if 'set' in kwargs:
self.set = kwargs['set']
elif isinstance(child, AbstractSpanAnnotation):
if child.set:
self.set = child.set
elif isinstance(child, Correction):
#descend into corrections to find the proper set for this layer (derived from span annotation elements)
for e in itertools.chain( child.new(), child.original(), child.suggestions() ):
if isinstance(e, AbstractSpanAnnotation) and e.set:
self.set = e.set
break
return super(AbstractAnnotationLayer, self).append(child, *args, **kwargs) | [
"def",
"append",
"(",
"self",
",",
"child",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"#if no set is associated with the layer yet, we learn it from span annotation elements that are added",
"if",
"self",
".",
"set",
"is",
"False",
"or",
"self",
".",
"set",
"is",
"None",
":",
"if",
"inspect",
".",
"isclass",
"(",
"child",
")",
":",
"if",
"issubclass",
"(",
"child",
",",
"AbstractSpanAnnotation",
")",
":",
"if",
"'set'",
"in",
"kwargs",
":",
"self",
".",
"set",
"=",
"kwargs",
"[",
"'set'",
"]",
"elif",
"isinstance",
"(",
"child",
",",
"AbstractSpanAnnotation",
")",
":",
"if",
"child",
".",
"set",
":",
"self",
".",
"set",
"=",
"child",
".",
"set",
"elif",
"isinstance",
"(",
"child",
",",
"Correction",
")",
":",
"#descend into corrections to find the proper set for this layer (derived from span annotation elements)",
"for",
"e",
"in",
"itertools",
".",
"chain",
"(",
"child",
".",
"new",
"(",
")",
",",
"child",
".",
"original",
"(",
")",
",",
"child",
".",
"suggestions",
"(",
")",
")",
":",
"if",
"isinstance",
"(",
"e",
",",
"AbstractSpanAnnotation",
")",
"and",
"e",
".",
"set",
":",
"self",
".",
"set",
"=",
"e",
".",
"set",
"break",
"return",
"super",
"(",
"AbstractAnnotationLayer",
",",
"self",
")",
".",
"append",
"(",
"child",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")"
]
| See :meth:`AbstractElement.append` | [
"See",
":",
"meth",
":",
"AbstractElement",
".",
"append"
]
| python | train | 54.894737 |
SHTOOLS/SHTOOLS | pyshtools/shclasses/shcoeffsgrid.py | https://github.com/SHTOOLS/SHTOOLS/blob/9a115cf83002df2ddec6b7f41aeb6be688e285de/pyshtools/shclasses/shcoeffsgrid.py#L1999-L2019 | def _expandDH(self, sampling, lmax, lmax_calc):
"""Evaluate the coefficients on a Driscoll and Healy (1994) grid."""
if self.normalization == '4pi':
norm = 1
elif self.normalization == 'schmidt':
norm = 2
elif self.normalization == 'unnorm':
norm = 3
elif self.normalization == 'ortho':
norm = 4
else:
raise ValueError(
"Normalization must be '4pi', 'ortho', 'schmidt', or " +
"'unnorm'. Input value was {:s}"
.format(repr(self.normalization)))
data = _shtools.MakeGridDHC(self.coeffs, sampling=sampling,
norm=norm, csphase=self.csphase, lmax=lmax,
lmax_calc=lmax_calc)
gridout = SHGrid.from_array(data, grid='DH', copy=False)
return gridout | [
"def",
"_expandDH",
"(",
"self",
",",
"sampling",
",",
"lmax",
",",
"lmax_calc",
")",
":",
"if",
"self",
".",
"normalization",
"==",
"'4pi'",
":",
"norm",
"=",
"1",
"elif",
"self",
".",
"normalization",
"==",
"'schmidt'",
":",
"norm",
"=",
"2",
"elif",
"self",
".",
"normalization",
"==",
"'unnorm'",
":",
"norm",
"=",
"3",
"elif",
"self",
".",
"normalization",
"==",
"'ortho'",
":",
"norm",
"=",
"4",
"else",
":",
"raise",
"ValueError",
"(",
"\"Normalization must be '4pi', 'ortho', 'schmidt', or \"",
"+",
"\"'unnorm'. Input value was {:s}\"",
".",
"format",
"(",
"repr",
"(",
"self",
".",
"normalization",
")",
")",
")",
"data",
"=",
"_shtools",
".",
"MakeGridDHC",
"(",
"self",
".",
"coeffs",
",",
"sampling",
"=",
"sampling",
",",
"norm",
"=",
"norm",
",",
"csphase",
"=",
"self",
".",
"csphase",
",",
"lmax",
"=",
"lmax",
",",
"lmax_calc",
"=",
"lmax_calc",
")",
"gridout",
"=",
"SHGrid",
".",
"from_array",
"(",
"data",
",",
"grid",
"=",
"'DH'",
",",
"copy",
"=",
"False",
")",
"return",
"gridout"
]
| Evaluate the coefficients on a Driscoll and Healy (1994) grid. | [
"Evaluate",
"the",
"coefficients",
"on",
"a",
"Driscoll",
"and",
"Healy",
"(",
"1994",
")",
"grid",
"."
]
| python | train | 41.619048 |
upsight/doctor | doctor/docs/base.py | https://github.com/upsight/doctor/blob/2cf1d433f6f1aa1355644b449a757c0660793cdd/doctor/docs/base.py#L787-L804 | def define_example_values(self, http_method, route, values, update=False):
"""Define example values for a given request.
By default, example values are determined from the example properties
in the schema. But if you want to change the example used in the
documentation for a specific route, and this method lets you do that.
:param str http_method: An HTTP method, like "get".
:param str route: The route to match.
:param dict values: A dictionary of parameters for the example request.
:param bool update: If True, the values will be merged into the default
example values for the request. If False, the values will replace
the default example values.
"""
self.defined_example_values[(http_method.lower(), route)] = {
'update': update,
'values': values
} | [
"def",
"define_example_values",
"(",
"self",
",",
"http_method",
",",
"route",
",",
"values",
",",
"update",
"=",
"False",
")",
":",
"self",
".",
"defined_example_values",
"[",
"(",
"http_method",
".",
"lower",
"(",
")",
",",
"route",
")",
"]",
"=",
"{",
"'update'",
":",
"update",
",",
"'values'",
":",
"values",
"}"
]
| Define example values for a given request.
By default, example values are determined from the example properties
in the schema. But if you want to change the example used in the
documentation for a specific route, and this method lets you do that.
:param str http_method: An HTTP method, like "get".
:param str route: The route to match.
:param dict values: A dictionary of parameters for the example request.
:param bool update: If True, the values will be merged into the default
example values for the request. If False, the values will replace
the default example values. | [
"Define",
"example",
"values",
"for",
"a",
"given",
"request",
"."
]
| python | train | 48.722222 |
apache/spark | python/pyspark/rdd.py | https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/rdd.py#L247-L258 | def unpersist(self, blocking=False):
"""
Mark the RDD as non-persistent, and remove all blocks for it from
memory and disk.
.. versionchanged:: 3.0.0
Added optional argument `blocking` to specify whether to block until all
blocks are deleted.
"""
self.is_cached = False
self._jrdd.unpersist(blocking)
return self | [
"def",
"unpersist",
"(",
"self",
",",
"blocking",
"=",
"False",
")",
":",
"self",
".",
"is_cached",
"=",
"False",
"self",
".",
"_jrdd",
".",
"unpersist",
"(",
"blocking",
")",
"return",
"self"
]
| Mark the RDD as non-persistent, and remove all blocks for it from
memory and disk.
.. versionchanged:: 3.0.0
Added optional argument `blocking` to specify whether to block until all
blocks are deleted. | [
"Mark",
"the",
"RDD",
"as",
"non",
"-",
"persistent",
"and",
"remove",
"all",
"blocks",
"for",
"it",
"from",
"memory",
"and",
"disk",
"."
]
| python | train | 32.333333 |
cloud9ers/gurumate | environment/lib/python2.7/site-packages/psutil/_psosx.py | https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/psutil/_psosx.py#L154-L158 | def get_process_cmdline(self):
"""Return process cmdline as a list of arguments."""
if not pid_exists(self.pid):
raise NoSuchProcess(self.pid, self._process_name)
return _psutil_osx.get_process_cmdline(self.pid) | [
"def",
"get_process_cmdline",
"(",
"self",
")",
":",
"if",
"not",
"pid_exists",
"(",
"self",
".",
"pid",
")",
":",
"raise",
"NoSuchProcess",
"(",
"self",
".",
"pid",
",",
"self",
".",
"_process_name",
")",
"return",
"_psutil_osx",
".",
"get_process_cmdline",
"(",
"self",
".",
"pid",
")"
]
| Return process cmdline as a list of arguments. | [
"Return",
"process",
"cmdline",
"as",
"a",
"list",
"of",
"arguments",
"."
]
| python | test | 48.6 |
HttpRunner/HttpRunner | httprunner/utils.py | https://github.com/HttpRunner/HttpRunner/blob/f259551bf9c8ba905eae5c1afcf2efea20ae0871/httprunner/utils.py#L293-L327 | def extend_variables(raw_variables, override_variables):
""" extend raw_variables with override_variables.
override_variables will merge and override raw_variables.
Args:
raw_variables (list):
override_variables (list):
Returns:
dict: extended variables mapping
Examples:
>>> raw_variables = [{"var1": "val1"}, {"var2": "val2"}]
>>> override_variables = [{"var1": "val111"}, {"var3": "val3"}]
>>> extend_variables(raw_variables, override_variables)
{
'var1', 'val111',
'var2', 'val2',
'var3', 'val3'
}
"""
if not raw_variables:
override_variables_mapping = ensure_mapping_format(override_variables)
return override_variables_mapping
elif not override_variables:
raw_variables_mapping = ensure_mapping_format(raw_variables)
return raw_variables_mapping
else:
raw_variables_mapping = ensure_mapping_format(raw_variables)
override_variables_mapping = ensure_mapping_format(override_variables)
raw_variables_mapping.update(override_variables_mapping)
return raw_variables_mapping | [
"def",
"extend_variables",
"(",
"raw_variables",
",",
"override_variables",
")",
":",
"if",
"not",
"raw_variables",
":",
"override_variables_mapping",
"=",
"ensure_mapping_format",
"(",
"override_variables",
")",
"return",
"override_variables_mapping",
"elif",
"not",
"override_variables",
":",
"raw_variables_mapping",
"=",
"ensure_mapping_format",
"(",
"raw_variables",
")",
"return",
"raw_variables_mapping",
"else",
":",
"raw_variables_mapping",
"=",
"ensure_mapping_format",
"(",
"raw_variables",
")",
"override_variables_mapping",
"=",
"ensure_mapping_format",
"(",
"override_variables",
")",
"raw_variables_mapping",
".",
"update",
"(",
"override_variables_mapping",
")",
"return",
"raw_variables_mapping"
]
| extend raw_variables with override_variables.
override_variables will merge and override raw_variables.
Args:
raw_variables (list):
override_variables (list):
Returns:
dict: extended variables mapping
Examples:
>>> raw_variables = [{"var1": "val1"}, {"var2": "val2"}]
>>> override_variables = [{"var1": "val111"}, {"var3": "val3"}]
>>> extend_variables(raw_variables, override_variables)
{
'var1', 'val111',
'var2', 'val2',
'var3', 'val3'
} | [
"extend",
"raw_variables",
"with",
"override_variables",
".",
"override_variables",
"will",
"merge",
"and",
"override",
"raw_variables",
"."
]
| python | train | 33.457143 |
adrianliaw/PyCuber | pycuber/solver/cfop/oll.py | https://github.com/adrianliaw/PyCuber/blob/e44b5ba48c831b964ce73d046fb813222771853f/pycuber/solver/cfop/oll.py#L30-L43 | def recognise(self):
"""
Recognise which is Cube's OLL case.
"""
if not isinstance(self.cube, Cube):
raise ValueError("Use Solver.feed(cube) to feed the cube to solver.")
result = ""
for face in "LFRB":
for square in self.cube.get_face(face)[0]:
result += str(int(square == self.cube["U"]["U"]))
if result not in algo_dict:
raise ValueError("Invalid Cube, probably didn't solve F2L, or wrong input value.\nUse Solver.feed(cube) to reset the cube.")
self.case = result
return result | [
"def",
"recognise",
"(",
"self",
")",
":",
"if",
"not",
"isinstance",
"(",
"self",
".",
"cube",
",",
"Cube",
")",
":",
"raise",
"ValueError",
"(",
"\"Use Solver.feed(cube) to feed the cube to solver.\"",
")",
"result",
"=",
"\"\"",
"for",
"face",
"in",
"\"LFRB\"",
":",
"for",
"square",
"in",
"self",
".",
"cube",
".",
"get_face",
"(",
"face",
")",
"[",
"0",
"]",
":",
"result",
"+=",
"str",
"(",
"int",
"(",
"square",
"==",
"self",
".",
"cube",
"[",
"\"U\"",
"]",
"[",
"\"U\"",
"]",
")",
")",
"if",
"result",
"not",
"in",
"algo_dict",
":",
"raise",
"ValueError",
"(",
"\"Invalid Cube, probably didn't solve F2L, or wrong input value.\\nUse Solver.feed(cube) to reset the cube.\"",
")",
"self",
".",
"case",
"=",
"result",
"return",
"result"
]
| Recognise which is Cube's OLL case. | [
"Recognise",
"which",
"is",
"Cube",
"s",
"OLL",
"case",
"."
]
| python | train | 42.285714 |
Qiskit/qiskit-terra | qiskit/quantum_info/synthesis/two_qubit_kak.py | https://github.com/Qiskit/qiskit-terra/blob/d4f58d903bc96341b816f7c35df936d6421267d1/qiskit/quantum_info/synthesis/two_qubit_kak.py#L100-L128 | def simplify_U(theta, phi, lam):
"""Return the gate u1, u2, or u3 implementing U with the fewest pulses.
The returned gate implements U exactly, not up to a global phase.
Args:
theta, phi, lam: input Euler rotation angles for a general U gate
Returns:
Gate: one of IdGate, U1Gate, U2Gate, U3Gate.
"""
gate = U3Gate(theta, phi, lam)
# Y rotation is 0 mod 2*pi, so the gate is a u1
if abs(gate.params[0] % (2.0 * math.pi)) < _CUTOFF_PRECISION:
gate = U1Gate(gate.params[0] + gate.params[1] + gate.params[2])
# Y rotation is pi/2 or -pi/2 mod 2*pi, so the gate is a u2
if isinstance(gate, U3Gate):
# theta = pi/2 + 2*k*pi
if abs((gate.params[0] - math.pi / 2) % (2.0 * math.pi)) < _CUTOFF_PRECISION:
gate = U2Gate(gate.params[1],
gate.params[2] + (gate.params[0] - math.pi / 2))
# theta = -pi/2 + 2*k*pi
if abs((gate.params[0] + math.pi / 2) % (2.0 * math.pi)) < _CUTOFF_PRECISION:
gate = U2Gate(gate.params[1] + math.pi,
gate.params[2] - math.pi + (gate.params[0] + math.pi / 2))
# u1 and lambda is 0 mod 4*pi so gate is nop
if isinstance(gate, U1Gate) and abs(gate.params[0] % (4.0 * math.pi)) < _CUTOFF_PRECISION:
gate = IdGate()
return gate | [
"def",
"simplify_U",
"(",
"theta",
",",
"phi",
",",
"lam",
")",
":",
"gate",
"=",
"U3Gate",
"(",
"theta",
",",
"phi",
",",
"lam",
")",
"# Y rotation is 0 mod 2*pi, so the gate is a u1",
"if",
"abs",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"%",
"(",
"2.0",
"*",
"math",
".",
"pi",
")",
")",
"<",
"_CUTOFF_PRECISION",
":",
"gate",
"=",
"U1Gate",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"+",
"gate",
".",
"params",
"[",
"1",
"]",
"+",
"gate",
".",
"params",
"[",
"2",
"]",
")",
"# Y rotation is pi/2 or -pi/2 mod 2*pi, so the gate is a u2",
"if",
"isinstance",
"(",
"gate",
",",
"U3Gate",
")",
":",
"# theta = pi/2 + 2*k*pi",
"if",
"abs",
"(",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"-",
"math",
".",
"pi",
"/",
"2",
")",
"%",
"(",
"2.0",
"*",
"math",
".",
"pi",
")",
")",
"<",
"_CUTOFF_PRECISION",
":",
"gate",
"=",
"U2Gate",
"(",
"gate",
".",
"params",
"[",
"1",
"]",
",",
"gate",
".",
"params",
"[",
"2",
"]",
"+",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"-",
"math",
".",
"pi",
"/",
"2",
")",
")",
"# theta = -pi/2 + 2*k*pi",
"if",
"abs",
"(",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"+",
"math",
".",
"pi",
"/",
"2",
")",
"%",
"(",
"2.0",
"*",
"math",
".",
"pi",
")",
")",
"<",
"_CUTOFF_PRECISION",
":",
"gate",
"=",
"U2Gate",
"(",
"gate",
".",
"params",
"[",
"1",
"]",
"+",
"math",
".",
"pi",
",",
"gate",
".",
"params",
"[",
"2",
"]",
"-",
"math",
".",
"pi",
"+",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"+",
"math",
".",
"pi",
"/",
"2",
")",
")",
"# u1 and lambda is 0 mod 4*pi so gate is nop",
"if",
"isinstance",
"(",
"gate",
",",
"U1Gate",
")",
"and",
"abs",
"(",
"gate",
".",
"params",
"[",
"0",
"]",
"%",
"(",
"4.0",
"*",
"math",
".",
"pi",
")",
")",
"<",
"_CUTOFF_PRECISION",
":",
"gate",
"=",
"IdGate",
"(",
")",
"return",
"gate"
]
| Return the gate u1, u2, or u3 implementing U with the fewest pulses.
The returned gate implements U exactly, not up to a global phase.
Args:
theta, phi, lam: input Euler rotation angles for a general U gate
Returns:
Gate: one of IdGate, U1Gate, U2Gate, U3Gate. | [
"Return",
"the",
"gate",
"u1",
"u2",
"or",
"u3",
"implementing",
"U",
"with",
"the",
"fewest",
"pulses",
"."
]
| python | test | 45.103448 |
addok/addok | addok/autocomplete.py | https://github.com/addok/addok/blob/46a270d76ec778d2b445c2be753e5c6ba070a9b2/addok/autocomplete.py#L128-L133 | def do_AUTOCOMPLETE(cmd, s):
"""Shows autocomplete results for a given token."""
s = list(preprocess_query(s))[0]
keys = [k.decode() for k in DB.smembers(edge_ngram_key(s))]
print(white(keys))
print(magenta('({} elements)'.format(len(keys)))) | [
"def",
"do_AUTOCOMPLETE",
"(",
"cmd",
",",
"s",
")",
":",
"s",
"=",
"list",
"(",
"preprocess_query",
"(",
"s",
")",
")",
"[",
"0",
"]",
"keys",
"=",
"[",
"k",
".",
"decode",
"(",
")",
"for",
"k",
"in",
"DB",
".",
"smembers",
"(",
"edge_ngram_key",
"(",
"s",
")",
")",
"]",
"print",
"(",
"white",
"(",
"keys",
")",
")",
"print",
"(",
"magenta",
"(",
"'({} elements)'",
".",
"format",
"(",
"len",
"(",
"keys",
")",
")",
")",
")"
]
| Shows autocomplete results for a given token. | [
"Shows",
"autocomplete",
"results",
"for",
"a",
"given",
"token",
"."
]
| python | test | 42.833333 |
gem/oq-engine | openquake/hazardlib/calc/filters.py | https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hazardlib/calc/filters.py#L289-L296 | def get_rectangle(self, src):
"""
:param src: a source object
:returns: ((min_lon, min_lat), width, height), useful for plotting
"""
min_lon, min_lat, max_lon, max_lat = (
self.integration_distance.get_affected_box(src))
return (min_lon, min_lat), (max_lon - min_lon) % 360, max_lat - min_lat | [
"def",
"get_rectangle",
"(",
"self",
",",
"src",
")",
":",
"min_lon",
",",
"min_lat",
",",
"max_lon",
",",
"max_lat",
"=",
"(",
"self",
".",
"integration_distance",
".",
"get_affected_box",
"(",
"src",
")",
")",
"return",
"(",
"min_lon",
",",
"min_lat",
")",
",",
"(",
"max_lon",
"-",
"min_lon",
")",
"%",
"360",
",",
"max_lat",
"-",
"min_lat"
]
| :param src: a source object
:returns: ((min_lon, min_lat), width, height), useful for plotting | [
":",
"param",
"src",
":",
"a",
"source",
"object",
":",
"returns",
":",
"((",
"min_lon",
"min_lat",
")",
"width",
"height",
")",
"useful",
"for",
"plotting"
]
| python | train | 43.125 |
ARMmbed/icetea | icetea_lib/LogManager.py | https://github.com/ARMmbed/icetea/blob/b2b97ac607429830cf7d62dae2e3903692c7c778/icetea_lib/LogManager.py#L677-L689 | def _get_filehandler_with_formatter(logname, formatter=None):
""" Return a logging FileHandler for given logname using a given
logging formatter
:param logname: Name of the file where logs will be stored, ".log"
extension will be added
:param formatter: An instance of logging.Formatter or None if the default
should be used
:return:
"""
handler = logging.FileHandler(logname)
if formatter is not None:
handler.setFormatter(formatter)
return handler | [
"def",
"_get_filehandler_with_formatter",
"(",
"logname",
",",
"formatter",
"=",
"None",
")",
":",
"handler",
"=",
"logging",
".",
"FileHandler",
"(",
"logname",
")",
"if",
"formatter",
"is",
"not",
"None",
":",
"handler",
".",
"setFormatter",
"(",
"formatter",
")",
"return",
"handler"
]
| Return a logging FileHandler for given logname using a given
logging formatter
:param logname: Name of the file where logs will be stored, ".log"
extension will be added
:param formatter: An instance of logging.Formatter or None if the default
should be used
:return: | [
"Return",
"a",
"logging",
"FileHandler",
"for",
"given",
"logname",
"using",
"a",
"given",
"logging",
"formatter",
":",
"param",
"logname",
":",
"Name",
"of",
"the",
"file",
"where",
"logs",
"will",
"be",
"stored",
".",
"log",
"extension",
"will",
"be",
"added",
":",
"param",
"formatter",
":",
"An",
"instance",
"of",
"logging",
".",
"Formatter",
"or",
"None",
"if",
"the",
"default",
"should",
"be",
"used",
":",
"return",
":"
]
| python | train | 37.615385 |
urinieto/msaf | msaf/algorithms/cnmf/segmenter.py | https://github.com/urinieto/msaf/blob/9dbb57d77a1310465a65cc40f1641d083ca74385/msaf/algorithms/cnmf/segmenter.py#L184-L231 | def processFlat(self):
"""Main process.
Returns
-------
est_idxs : np.array(N)
Estimated indeces for the segment boundaries in frames.
est_labels : np.array(N-1)
Estimated labels for the segments.
"""
# C-NMF params
niter = self.config["niters"] # Iterations for the MF and clustering
# Preprocess to obtain features, times, and input boundary indeces
F = self._preprocess()
# Normalize
F = U.normalize(F, norm_type=self.config["norm_feats"])
if F.shape[0] >= self.config["h"]:
# Median filter
F = median_filter(F, M=self.config["h"])
#plt.imshow(F.T, interpolation="nearest", aspect="auto"); plt.show()
# Find the boundary indices and labels using matrix factorization
est_idxs, est_labels = get_segmentation(
F.T, self.config["rank"], self.config["R"],
self.config["rank_labels"], self.config["R_labels"],
niter=niter, bound_idxs=self.in_bound_idxs, in_labels=None)
# Remove empty segments if needed
est_idxs, est_labels = U.remove_empty_segments(est_idxs, est_labels)
else:
# The track is too short. We will only output the first and last
# time stamps
if self.in_bound_idxs is None:
est_idxs = np.array([0, F.shape[0] - 1])
est_labels = [1]
else:
est_idxs = self.in_bound_idxs
est_labels = [1] * (len(est_idxs) + 1)
# Make sure that the first and last boundaries are included
assert est_idxs[0] == 0 and est_idxs[-1] == F.shape[0] - 1
# Post process estimations
est_idxs, est_labels = self._postprocess(est_idxs, est_labels)
return est_idxs, est_labels | [
"def",
"processFlat",
"(",
"self",
")",
":",
"# C-NMF params",
"niter",
"=",
"self",
".",
"config",
"[",
"\"niters\"",
"]",
"# Iterations for the MF and clustering",
"# Preprocess to obtain features, times, and input boundary indeces",
"F",
"=",
"self",
".",
"_preprocess",
"(",
")",
"# Normalize",
"F",
"=",
"U",
".",
"normalize",
"(",
"F",
",",
"norm_type",
"=",
"self",
".",
"config",
"[",
"\"norm_feats\"",
"]",
")",
"if",
"F",
".",
"shape",
"[",
"0",
"]",
">=",
"self",
".",
"config",
"[",
"\"h\"",
"]",
":",
"# Median filter",
"F",
"=",
"median_filter",
"(",
"F",
",",
"M",
"=",
"self",
".",
"config",
"[",
"\"h\"",
"]",
")",
"#plt.imshow(F.T, interpolation=\"nearest\", aspect=\"auto\"); plt.show()",
"# Find the boundary indices and labels using matrix factorization",
"est_idxs",
",",
"est_labels",
"=",
"get_segmentation",
"(",
"F",
".",
"T",
",",
"self",
".",
"config",
"[",
"\"rank\"",
"]",
",",
"self",
".",
"config",
"[",
"\"R\"",
"]",
",",
"self",
".",
"config",
"[",
"\"rank_labels\"",
"]",
",",
"self",
".",
"config",
"[",
"\"R_labels\"",
"]",
",",
"niter",
"=",
"niter",
",",
"bound_idxs",
"=",
"self",
".",
"in_bound_idxs",
",",
"in_labels",
"=",
"None",
")",
"# Remove empty segments if needed",
"est_idxs",
",",
"est_labels",
"=",
"U",
".",
"remove_empty_segments",
"(",
"est_idxs",
",",
"est_labels",
")",
"else",
":",
"# The track is too short. We will only output the first and last",
"# time stamps",
"if",
"self",
".",
"in_bound_idxs",
"is",
"None",
":",
"est_idxs",
"=",
"np",
".",
"array",
"(",
"[",
"0",
",",
"F",
".",
"shape",
"[",
"0",
"]",
"-",
"1",
"]",
")",
"est_labels",
"=",
"[",
"1",
"]",
"else",
":",
"est_idxs",
"=",
"self",
".",
"in_bound_idxs",
"est_labels",
"=",
"[",
"1",
"]",
"*",
"(",
"len",
"(",
"est_idxs",
")",
"+",
"1",
")",
"# Make sure that the first and last boundaries are included",
"assert",
"est_idxs",
"[",
"0",
"]",
"==",
"0",
"and",
"est_idxs",
"[",
"-",
"1",
"]",
"==",
"F",
".",
"shape",
"[",
"0",
"]",
"-",
"1",
"# Post process estimations",
"est_idxs",
",",
"est_labels",
"=",
"self",
".",
"_postprocess",
"(",
"est_idxs",
",",
"est_labels",
")",
"return",
"est_idxs",
",",
"est_labels"
]
| Main process.
Returns
-------
est_idxs : np.array(N)
Estimated indeces for the segment boundaries in frames.
est_labels : np.array(N-1)
Estimated labels for the segments. | [
"Main",
"process",
".",
"Returns",
"-------",
"est_idxs",
":",
"np",
".",
"array",
"(",
"N",
")",
"Estimated",
"indeces",
"for",
"the",
"segment",
"boundaries",
"in",
"frames",
".",
"est_labels",
":",
"np",
".",
"array",
"(",
"N",
"-",
"1",
")",
"Estimated",
"labels",
"for",
"the",
"segments",
"."
]
| python | test | 38.291667 |
mon/ifstools | ifstools/handlers/TexFolder.py | https://github.com/mon/ifstools/blob/ccd9c1c3632aa22cdcc4e064f17e07803b1d27ba/ifstools/handlers/TexFolder.py#L35-L56 | def load(self, draw_bbox = False, **kwargs):
''' Makes the canvas.
This could be far speedier if it copied raw pixels, but that would
take far too much time to write vs using Image inbuilts '''
im = Image.new('RGBA', self.img_size)
draw = None
if draw_bbox:
draw = ImageDraw.Draw(im)
for sprite in self.images:
data = sprite.load()
sprite_im = Image.open(BytesIO(data))
size = sprite.imgrect
im.paste(sprite_im, (size[0], size[2]))
if draw_bbox:
draw.rectangle((size[0], size[2], size[1], size[3]), outline='red')
del draw
b = BytesIO()
im.save(b, format = 'PNG')
return b.getvalue() | [
"def",
"load",
"(",
"self",
",",
"draw_bbox",
"=",
"False",
",",
"*",
"*",
"kwargs",
")",
":",
"im",
"=",
"Image",
".",
"new",
"(",
"'RGBA'",
",",
"self",
".",
"img_size",
")",
"draw",
"=",
"None",
"if",
"draw_bbox",
":",
"draw",
"=",
"ImageDraw",
".",
"Draw",
"(",
"im",
")",
"for",
"sprite",
"in",
"self",
".",
"images",
":",
"data",
"=",
"sprite",
".",
"load",
"(",
")",
"sprite_im",
"=",
"Image",
".",
"open",
"(",
"BytesIO",
"(",
"data",
")",
")",
"size",
"=",
"sprite",
".",
"imgrect",
"im",
".",
"paste",
"(",
"sprite_im",
",",
"(",
"size",
"[",
"0",
"]",
",",
"size",
"[",
"2",
"]",
")",
")",
"if",
"draw_bbox",
":",
"draw",
".",
"rectangle",
"(",
"(",
"size",
"[",
"0",
"]",
",",
"size",
"[",
"2",
"]",
",",
"size",
"[",
"1",
"]",
",",
"size",
"[",
"3",
"]",
")",
",",
"outline",
"=",
"'red'",
")",
"del",
"draw",
"b",
"=",
"BytesIO",
"(",
")",
"im",
".",
"save",
"(",
"b",
",",
"format",
"=",
"'PNG'",
")",
"return",
"b",
".",
"getvalue",
"(",
")"
]
| Makes the canvas.
This could be far speedier if it copied raw pixels, but that would
take far too much time to write vs using Image inbuilts | [
"Makes",
"the",
"canvas",
".",
"This",
"could",
"be",
"far",
"speedier",
"if",
"it",
"copied",
"raw",
"pixels",
"but",
"that",
"would",
"take",
"far",
"too",
"much",
"time",
"to",
"write",
"vs",
"using",
"Image",
"inbuilts"
]
| python | train | 34.045455 |
Azure/blobxfer | blobxfer/operations/download.py | https://github.com/Azure/blobxfer/blob/3eccbe7530cc6a20ab2d30f9e034b6f021817f34/blobxfer/operations/download.py#L377-L406 | def _check_for_crypto_done(self):
# type: (Downloader) -> None
"""Check queue for crypto done
:param Downloader self: this
"""
cv = self._crypto_offload.done_cv
while not self.termination_check:
result = None
cv.acquire()
while True:
result = self._crypto_offload.pop_done_queue()
if result is None:
# use cv timeout due to possible non-wake while running
cv.wait(0.1)
# check for terminating conditions
if self.termination_check:
break
else:
break
cv.release()
if result is not None:
try:
final_path, offsets = result
with self._transfer_lock:
dd = self._dd_map[final_path]
self._finalize_chunk(dd, offsets)
except KeyError:
# this can happen if all of the last integrity
# chunks are processed at once
pass | [
"def",
"_check_for_crypto_done",
"(",
"self",
")",
":",
"# type: (Downloader) -> None",
"cv",
"=",
"self",
".",
"_crypto_offload",
".",
"done_cv",
"while",
"not",
"self",
".",
"termination_check",
":",
"result",
"=",
"None",
"cv",
".",
"acquire",
"(",
")",
"while",
"True",
":",
"result",
"=",
"self",
".",
"_crypto_offload",
".",
"pop_done_queue",
"(",
")",
"if",
"result",
"is",
"None",
":",
"# use cv timeout due to possible non-wake while running",
"cv",
".",
"wait",
"(",
"0.1",
")",
"# check for terminating conditions",
"if",
"self",
".",
"termination_check",
":",
"break",
"else",
":",
"break",
"cv",
".",
"release",
"(",
")",
"if",
"result",
"is",
"not",
"None",
":",
"try",
":",
"final_path",
",",
"offsets",
"=",
"result",
"with",
"self",
".",
"_transfer_lock",
":",
"dd",
"=",
"self",
".",
"_dd_map",
"[",
"final_path",
"]",
"self",
".",
"_finalize_chunk",
"(",
"dd",
",",
"offsets",
")",
"except",
"KeyError",
":",
"# this can happen if all of the last integrity",
"# chunks are processed at once",
"pass"
]
| Check queue for crypto done
:param Downloader self: this | [
"Check",
"queue",
"for",
"crypto",
"done",
":",
"param",
"Downloader",
"self",
":",
"this"
]
| python | train | 37.833333 |
opereto/pyopereto | pyopereto/client.py | https://github.com/opereto/pyopereto/blob/16ca987738a7e1b82b52b0b099794a74ed557223/pyopereto/client.py#L495-L514 | def delete_service_version(self, service_id , service_version='default', mode='production'):
'''
delete_service(self, service_id, service_version='default', mode='production')
Deletes a Service version from Opereto
:Parameters:
* *service_id* (`string`) -- Service identifier
* *service_version* (`string`) -- Service version. Default is 'default'
* *mode* (`string`) -- development/production. Default is production
:return: success/failure
:Example:
.. code-block:: python
opereto_client.delete_service('my_service_id')
'''
return self._call_rest_api('delete', '/services/'+service_id+'/'+mode+'/'+service_version, error='Failed to delete service') | [
"def",
"delete_service_version",
"(",
"self",
",",
"service_id",
",",
"service_version",
"=",
"'default'",
",",
"mode",
"=",
"'production'",
")",
":",
"return",
"self",
".",
"_call_rest_api",
"(",
"'delete'",
",",
"'/services/'",
"+",
"service_id",
"+",
"'/'",
"+",
"mode",
"+",
"'/'",
"+",
"service_version",
",",
"error",
"=",
"'Failed to delete service'",
")"
]
| delete_service(self, service_id, service_version='default', mode='production')
Deletes a Service version from Opereto
:Parameters:
* *service_id* (`string`) -- Service identifier
* *service_version* (`string`) -- Service version. Default is 'default'
* *mode* (`string`) -- development/production. Default is production
:return: success/failure
:Example:
.. code-block:: python
opereto_client.delete_service('my_service_id') | [
"delete_service",
"(",
"self",
"service_id",
"service_version",
"=",
"default",
"mode",
"=",
"production",
")"
]
| python | train | 37.2 |
rootpy/rootpy | rootpy/plotting/utils.py | https://github.com/rootpy/rootpy/blob/3926935e1f2100d8ba68070c2ab44055d4800f73/rootpy/plotting/utils.py#L417-L433 | def find_all_primitives(pad):
"""
Recursively find all primities on a pad, even those hiding behind a
GetListOfFunctions() of a primitive
"""
result = []
for primitive in pad.GetListOfPrimitives():
result.append(primitive)
if hasattr(primitive, "GetListOfFunctions"):
result.extend(primitive.GetListOfFunctions())
if hasattr(primitive, "GetHistogram"):
p = primitive.GetHistogram()
if p:
result.append(p)
if isinstance(primitive, ROOT.TPad):
result.extend(find_all_primitives(primitive))
return result | [
"def",
"find_all_primitives",
"(",
"pad",
")",
":",
"result",
"=",
"[",
"]",
"for",
"primitive",
"in",
"pad",
".",
"GetListOfPrimitives",
"(",
")",
":",
"result",
".",
"append",
"(",
"primitive",
")",
"if",
"hasattr",
"(",
"primitive",
",",
"\"GetListOfFunctions\"",
")",
":",
"result",
".",
"extend",
"(",
"primitive",
".",
"GetListOfFunctions",
"(",
")",
")",
"if",
"hasattr",
"(",
"primitive",
",",
"\"GetHistogram\"",
")",
":",
"p",
"=",
"primitive",
".",
"GetHistogram",
"(",
")",
"if",
"p",
":",
"result",
".",
"append",
"(",
"p",
")",
"if",
"isinstance",
"(",
"primitive",
",",
"ROOT",
".",
"TPad",
")",
":",
"result",
".",
"extend",
"(",
"find_all_primitives",
"(",
"primitive",
")",
")",
"return",
"result"
]
| Recursively find all primities on a pad, even those hiding behind a
GetListOfFunctions() of a primitive | [
"Recursively",
"find",
"all",
"primities",
"on",
"a",
"pad",
"even",
"those",
"hiding",
"behind",
"a",
"GetListOfFunctions",
"()",
"of",
"a",
"primitive"
]
| python | train | 35.823529 |
jldantas/libmft | libmft/api.py | https://github.com/jldantas/libmft/blob/65a988605fe7663b788bd81dcb52c0a4eaad1549/libmft/api.py#L946-L972 | def get_full_path(self, fn_attr):
'''Returns the full path of a FILENAME.
The NTFS filesystem allows for things called hardlinks. Hard links are
saved, internally, as different filename attributes. Because of this,
an entry can, when dealing with full paths, have multiple full paths.
As such, this function receives a fn_attr and uses it to compute
the full path for this particular attribute.
Also, the MFT entry might still exist, but the file has been deleted,
depending on the state of the MFT, the path might not be fully reconstructable,
these entries are called "orphan".
Args:
fn_attr (:obj:`Attribute`): An attribute that has a FILENAME as content
Returns:
tuple(bool, str): A tuple where the first element is a boolean that
is ``True`` if the the file is orphan and ``False`` if not. The
second element is a string with the full path
'''
if fn_attr.header.attr_type_id is not AttrTypes.FILE_NAME:
raise MFTError("Need a filename attribute to compute full path.")
orphan, path = self._compute_full_path(fn_attr.content.parent_ref, fn_attr.content.parent_seq)
return (orphan, "\\".join([path, fn_attr.content.name])) | [
"def",
"get_full_path",
"(",
"self",
",",
"fn_attr",
")",
":",
"if",
"fn_attr",
".",
"header",
".",
"attr_type_id",
"is",
"not",
"AttrTypes",
".",
"FILE_NAME",
":",
"raise",
"MFTError",
"(",
"\"Need a filename attribute to compute full path.\"",
")",
"orphan",
",",
"path",
"=",
"self",
".",
"_compute_full_path",
"(",
"fn_attr",
".",
"content",
".",
"parent_ref",
",",
"fn_attr",
".",
"content",
".",
"parent_seq",
")",
"return",
"(",
"orphan",
",",
"\"\\\\\"",
".",
"join",
"(",
"[",
"path",
",",
"fn_attr",
".",
"content",
".",
"name",
"]",
")",
")"
]
| Returns the full path of a FILENAME.
The NTFS filesystem allows for things called hardlinks. Hard links are
saved, internally, as different filename attributes. Because of this,
an entry can, when dealing with full paths, have multiple full paths.
As such, this function receives a fn_attr and uses it to compute
the full path for this particular attribute.
Also, the MFT entry might still exist, but the file has been deleted,
depending on the state of the MFT, the path might not be fully reconstructable,
these entries are called "orphan".
Args:
fn_attr (:obj:`Attribute`): An attribute that has a FILENAME as content
Returns:
tuple(bool, str): A tuple where the first element is a boolean that
is ``True`` if the the file is orphan and ``False`` if not. The
second element is a string with the full path | [
"Returns",
"the",
"full",
"path",
"of",
"a",
"FILENAME",
"."
]
| python | train | 47.888889 |
jamesstidard/sanic-envconfig | sanic_envconfig/__init__.py | https://github.com/jamesstidard/sanic-envconfig/blob/d88f2a23aedbc43604105b5c7d2277ae51157983/sanic_envconfig/__init__.py#L89-L105 | def parse(type: Type):
"""
Register a parser for a attribute type.
Parsers will be used to parse `str` type objects from either
the commandline arguments or environment variables.
Args:
type: the type the decorated function will be responsible
for parsing a environment variable to.
"""
def decorator(parser):
EnvVar.parsers[type] = parser
return parser
return decorator | [
"def",
"parse",
"(",
"type",
":",
"Type",
")",
":",
"def",
"decorator",
"(",
"parser",
")",
":",
"EnvVar",
".",
"parsers",
"[",
"type",
"]",
"=",
"parser",
"return",
"parser",
"return",
"decorator"
]
| Register a parser for a attribute type.
Parsers will be used to parse `str` type objects from either
the commandline arguments or environment variables.
Args:
type: the type the decorated function will be responsible
for parsing a environment variable to. | [
"Register",
"a",
"parser",
"for",
"a",
"attribute",
"type",
"."
]
| python | valid | 27.882353 |
zimeon/iiif | iiif/manipulator_netpbm.py | https://github.com/zimeon/iiif/blob/9d10018d01202fa2a76dfa61598dc6eca07b471f/iiif/manipulator_netpbm.py#L72-L90 | def do_first(self):
"""Create PNM file from input image file."""
pid = os.getpid()
self.basename = os.path.join(self.tmpdir, 'iiif_netpbm_' + str(pid))
outfile = self.basename + '.pnm'
# Convert source file to pnm
filetype = self.file_type(self.srcfile)
if (filetype == 'png'):
if (self.shell_call(self.pngtopnm + ' ' + self.srcfile + ' > ' + outfile)):
raise IIIFError(text="Oops... got error from pngtopnm.")
elif (filetype == 'jpg'):
if (self.shell_call(self.jpegtopnm + ' ' + self.srcfile + ' > ' + outfile)):
raise IIIFError(text="Oops... got error from jpegtopnm.")
else:
raise IIIFError(code='501',
text='bad input file format (only know how to read png/jpeg)')
self.tmpfile = outfile
# Get size
(self.width, self.height) = self.image_size(self.tmpfile) | [
"def",
"do_first",
"(",
"self",
")",
":",
"pid",
"=",
"os",
".",
"getpid",
"(",
")",
"self",
".",
"basename",
"=",
"os",
".",
"path",
".",
"join",
"(",
"self",
".",
"tmpdir",
",",
"'iiif_netpbm_'",
"+",
"str",
"(",
"pid",
")",
")",
"outfile",
"=",
"self",
".",
"basename",
"+",
"'.pnm'",
"# Convert source file to pnm",
"filetype",
"=",
"self",
".",
"file_type",
"(",
"self",
".",
"srcfile",
")",
"if",
"(",
"filetype",
"==",
"'png'",
")",
":",
"if",
"(",
"self",
".",
"shell_call",
"(",
"self",
".",
"pngtopnm",
"+",
"' '",
"+",
"self",
".",
"srcfile",
"+",
"' > '",
"+",
"outfile",
")",
")",
":",
"raise",
"IIIFError",
"(",
"text",
"=",
"\"Oops... got error from pngtopnm.\"",
")",
"elif",
"(",
"filetype",
"==",
"'jpg'",
")",
":",
"if",
"(",
"self",
".",
"shell_call",
"(",
"self",
".",
"jpegtopnm",
"+",
"' '",
"+",
"self",
".",
"srcfile",
"+",
"' > '",
"+",
"outfile",
")",
")",
":",
"raise",
"IIIFError",
"(",
"text",
"=",
"\"Oops... got error from jpegtopnm.\"",
")",
"else",
":",
"raise",
"IIIFError",
"(",
"code",
"=",
"'501'",
",",
"text",
"=",
"'bad input file format (only know how to read png/jpeg)'",
")",
"self",
".",
"tmpfile",
"=",
"outfile",
"# Get size",
"(",
"self",
".",
"width",
",",
"self",
".",
"height",
")",
"=",
"self",
".",
"image_size",
"(",
"self",
".",
"tmpfile",
")"
]
| Create PNM file from input image file. | [
"Create",
"PNM",
"file",
"from",
"input",
"image",
"file",
"."
]
| python | train | 49.157895 |
saltstack/salt | salt/modules/upstart_service.py | https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/upstart_service.py#L538-L552 | def enable(name, **kwargs):
'''
Enable the named service to start at boot
CLI Example:
.. code-block:: bash
salt '*' service.enable <service name>
'''
if _service_is_upstart(name):
return _upstart_enable(name)
executable = _get_service_exec()
cmd = '{0} -f {1} defaults'.format(executable, name)
return not __salt__['cmd.retcode'](cmd, python_shell=False) | [
"def",
"enable",
"(",
"name",
",",
"*",
"*",
"kwargs",
")",
":",
"if",
"_service_is_upstart",
"(",
"name",
")",
":",
"return",
"_upstart_enable",
"(",
"name",
")",
"executable",
"=",
"_get_service_exec",
"(",
")",
"cmd",
"=",
"'{0} -f {1} defaults'",
".",
"format",
"(",
"executable",
",",
"name",
")",
"return",
"not",
"__salt__",
"[",
"'cmd.retcode'",
"]",
"(",
"cmd",
",",
"python_shell",
"=",
"False",
")"
]
| Enable the named service to start at boot
CLI Example:
.. code-block:: bash
salt '*' service.enable <service name> | [
"Enable",
"the",
"named",
"service",
"to",
"start",
"at",
"boot"
]
| python | train | 26.4 |
vsjha18/nsetools | nse.py | https://github.com/vsjha18/nsetools/blob/c306b568471701c19195d2f17e112cc92022d3e0/nse.py#L323-L347 | def get_index_quote(self, code, as_json=False):
"""
params:
code : string index code
as_json: True|False
returns:
a dict | json quote for the given index
"""
url = self.index_url
if self.is_valid_index(code):
req = Request(url, None, self.headers)
# raises HTTPError and URLError
resp = self.opener.open(req)
resp = byte_adaptor(resp)
resp_list = json.load(resp)['data']
# this is list of dictionaries
resp_list = [self.clean_server_response(item)
for item in resp_list]
# search the right list element to return
search_flag = False
for item in resp_list:
if item['name'] == code.upper():
search_flag = True
break
return self.render_response(item, as_json) if search_flag else None | [
"def",
"get_index_quote",
"(",
"self",
",",
"code",
",",
"as_json",
"=",
"False",
")",
":",
"url",
"=",
"self",
".",
"index_url",
"if",
"self",
".",
"is_valid_index",
"(",
"code",
")",
":",
"req",
"=",
"Request",
"(",
"url",
",",
"None",
",",
"self",
".",
"headers",
")",
"# raises HTTPError and URLError",
"resp",
"=",
"self",
".",
"opener",
".",
"open",
"(",
"req",
")",
"resp",
"=",
"byte_adaptor",
"(",
"resp",
")",
"resp_list",
"=",
"json",
".",
"load",
"(",
"resp",
")",
"[",
"'data'",
"]",
"# this is list of dictionaries",
"resp_list",
"=",
"[",
"self",
".",
"clean_server_response",
"(",
"item",
")",
"for",
"item",
"in",
"resp_list",
"]",
"# search the right list element to return",
"search_flag",
"=",
"False",
"for",
"item",
"in",
"resp_list",
":",
"if",
"item",
"[",
"'name'",
"]",
"==",
"code",
".",
"upper",
"(",
")",
":",
"search_flag",
"=",
"True",
"break",
"return",
"self",
".",
"render_response",
"(",
"item",
",",
"as_json",
")",
"if",
"search_flag",
"else",
"None"
]
| params:
code : string index code
as_json: True|False
returns:
a dict | json quote for the given index | [
"params",
":",
"code",
":",
"string",
"index",
"code",
"as_json",
":",
"True|False",
"returns",
":",
"a",
"dict",
"|",
"json",
"quote",
"for",
"the",
"given",
"index"
]
| python | train | 38.16 |
sanand0/xmljson | xmljson/__init__.py | https://github.com/sanand0/xmljson/blob/2ecc2065fe7c87b3d282d362289927f13ce7f8b0/xmljson/__init__.py#L149-L173 | def data(self, root):
'''Convert etree.Element into a dictionary'''
value = self.dict()
children = [node for node in root if isinstance(node.tag, basestring)]
for attr, attrval in root.attrib.items():
attr = attr if self.attr_prefix is None else self.attr_prefix + attr
value[attr] = self._fromstring(attrval)
if root.text and self.text_content is not None:
text = root.text.strip()
if text:
if self.simple_text and len(children) == len(root.attrib) == 0:
value = self._fromstring(text)
else:
value[self.text_content] = self._fromstring(text)
count = Counter(child.tag for child in children)
for child in children:
if count[child.tag] == 1:
value.update(self.data(child))
else:
result = value.setdefault(child.tag, self.list())
result += self.data(child).values()
# if simple_text, elements with no children nor attrs become '', not {}
if isinstance(value, dict) and not value and self.simple_text:
value = ''
return self.dict([(root.tag, value)]) | [
"def",
"data",
"(",
"self",
",",
"root",
")",
":",
"value",
"=",
"self",
".",
"dict",
"(",
")",
"children",
"=",
"[",
"node",
"for",
"node",
"in",
"root",
"if",
"isinstance",
"(",
"node",
".",
"tag",
",",
"basestring",
")",
"]",
"for",
"attr",
",",
"attrval",
"in",
"root",
".",
"attrib",
".",
"items",
"(",
")",
":",
"attr",
"=",
"attr",
"if",
"self",
".",
"attr_prefix",
"is",
"None",
"else",
"self",
".",
"attr_prefix",
"+",
"attr",
"value",
"[",
"attr",
"]",
"=",
"self",
".",
"_fromstring",
"(",
"attrval",
")",
"if",
"root",
".",
"text",
"and",
"self",
".",
"text_content",
"is",
"not",
"None",
":",
"text",
"=",
"root",
".",
"text",
".",
"strip",
"(",
")",
"if",
"text",
":",
"if",
"self",
".",
"simple_text",
"and",
"len",
"(",
"children",
")",
"==",
"len",
"(",
"root",
".",
"attrib",
")",
"==",
"0",
":",
"value",
"=",
"self",
".",
"_fromstring",
"(",
"text",
")",
"else",
":",
"value",
"[",
"self",
".",
"text_content",
"]",
"=",
"self",
".",
"_fromstring",
"(",
"text",
")",
"count",
"=",
"Counter",
"(",
"child",
".",
"tag",
"for",
"child",
"in",
"children",
")",
"for",
"child",
"in",
"children",
":",
"if",
"count",
"[",
"child",
".",
"tag",
"]",
"==",
"1",
":",
"value",
".",
"update",
"(",
"self",
".",
"data",
"(",
"child",
")",
")",
"else",
":",
"result",
"=",
"value",
".",
"setdefault",
"(",
"child",
".",
"tag",
",",
"self",
".",
"list",
"(",
")",
")",
"result",
"+=",
"self",
".",
"data",
"(",
"child",
")",
".",
"values",
"(",
")",
"# if simple_text, elements with no children nor attrs become '', not {}",
"if",
"isinstance",
"(",
"value",
",",
"dict",
")",
"and",
"not",
"value",
"and",
"self",
".",
"simple_text",
":",
"value",
"=",
"''",
"return",
"self",
".",
"dict",
"(",
"[",
"(",
"root",
".",
"tag",
",",
"value",
")",
"]",
")"
]
| Convert etree.Element into a dictionary | [
"Convert",
"etree",
".",
"Element",
"into",
"a",
"dictionary"
]
| python | train | 48.28 |
tensorflow/tensor2tensor | tensor2tensor/envs/trajectory.py | https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/envs/trajectory.py#L201-L266 | def step(self, observations, raw_rewards, processed_rewards, dones, actions):
"""Record the information obtained from taking a step in all envs.
Records (observation, rewards, done) in a new time-step and actions in the
current time-step.
If any trajectory gets done, we move that trajectory to
completed_trajectories.
Args:
observations: ndarray of first dimension self.batch_size, which has the
observations after we've stepped, i.e. s_{t+1} where t is the current
state.
raw_rewards: ndarray of first dimension self.batch_size containing raw
rewards i.e. r_{t+1}.
processed_rewards: ndarray of first dimension self.batch_size containing
processed rewards. i.e. r_{t+1}
dones: ndarray of first dimension self.batch_size, containing true at an
index if that env is done, i.e. d_{t+1}
actions: ndarray of first dimension self.batch_size, containing actions
applied at the current time-step, which leads to the observations
rewards and done at the next time-step, i.e. a_t
"""
# Pre-conditions
assert isinstance(observations, np.ndarray)
assert isinstance(raw_rewards, np.ndarray)
assert isinstance(processed_rewards, np.ndarray)
assert isinstance(dones, np.ndarray)
assert isinstance(actions, np.ndarray)
# We assume that we step in all envs, i.e. not like reset where we can reset
# some envs and not others.
assert self.batch_size == observations.shape[0]
assert self.batch_size == raw_rewards.shape[0]
assert self.batch_size == processed_rewards.shape[0]
assert self.batch_size == dones.shape[0]
assert self.batch_size == actions.shape[0]
for index in range(self.batch_size):
trajectory = self._trajectories[index]
# NOTE: If the trajectory isn't active, that means it doesn't have any
# time-steps in it, but we are in step, so the assumption is that it has
# a prior observation from which we are stepping away from.
# TODO(afrozm): Let's re-visit this if it becomes too restrictive.
assert trajectory.is_active
# To this trajectory's last time-step, set actions.
trajectory.change_last_time_step(action=actions[index])
# Create a new time-step to add observation, done & rewards (no actions).
trajectory.add_time_step(
observation=observations[index],
done=dones[index],
raw_reward=raw_rewards[index],
processed_reward=processed_rewards[index])
# If the trajectory is completed, i.e. dones[index] == True, then we
# account for it right-away.
if dones[index]:
self._complete_trajectory(trajectory, index)
# NOTE: The new trajectory at `index` is going to be in-active and
# `reset` should be called on it.
assert not self._trajectories[index].is_active | [
"def",
"step",
"(",
"self",
",",
"observations",
",",
"raw_rewards",
",",
"processed_rewards",
",",
"dones",
",",
"actions",
")",
":",
"# Pre-conditions",
"assert",
"isinstance",
"(",
"observations",
",",
"np",
".",
"ndarray",
")",
"assert",
"isinstance",
"(",
"raw_rewards",
",",
"np",
".",
"ndarray",
")",
"assert",
"isinstance",
"(",
"processed_rewards",
",",
"np",
".",
"ndarray",
")",
"assert",
"isinstance",
"(",
"dones",
",",
"np",
".",
"ndarray",
")",
"assert",
"isinstance",
"(",
"actions",
",",
"np",
".",
"ndarray",
")",
"# We assume that we step in all envs, i.e. not like reset where we can reset",
"# some envs and not others.",
"assert",
"self",
".",
"batch_size",
"==",
"observations",
".",
"shape",
"[",
"0",
"]",
"assert",
"self",
".",
"batch_size",
"==",
"raw_rewards",
".",
"shape",
"[",
"0",
"]",
"assert",
"self",
".",
"batch_size",
"==",
"processed_rewards",
".",
"shape",
"[",
"0",
"]",
"assert",
"self",
".",
"batch_size",
"==",
"dones",
".",
"shape",
"[",
"0",
"]",
"assert",
"self",
".",
"batch_size",
"==",
"actions",
".",
"shape",
"[",
"0",
"]",
"for",
"index",
"in",
"range",
"(",
"self",
".",
"batch_size",
")",
":",
"trajectory",
"=",
"self",
".",
"_trajectories",
"[",
"index",
"]",
"# NOTE: If the trajectory isn't active, that means it doesn't have any",
"# time-steps in it, but we are in step, so the assumption is that it has",
"# a prior observation from which we are stepping away from.",
"# TODO(afrozm): Let's re-visit this if it becomes too restrictive.",
"assert",
"trajectory",
".",
"is_active",
"# To this trajectory's last time-step, set actions.",
"trajectory",
".",
"change_last_time_step",
"(",
"action",
"=",
"actions",
"[",
"index",
"]",
")",
"# Create a new time-step to add observation, done & rewards (no actions).",
"trajectory",
".",
"add_time_step",
"(",
"observation",
"=",
"observations",
"[",
"index",
"]",
",",
"done",
"=",
"dones",
"[",
"index",
"]",
",",
"raw_reward",
"=",
"raw_rewards",
"[",
"index",
"]",
",",
"processed_reward",
"=",
"processed_rewards",
"[",
"index",
"]",
")",
"# If the trajectory is completed, i.e. dones[index] == True, then we",
"# account for it right-away.",
"if",
"dones",
"[",
"index",
"]",
":",
"self",
".",
"_complete_trajectory",
"(",
"trajectory",
",",
"index",
")",
"# NOTE: The new trajectory at `index` is going to be in-active and",
"# `reset` should be called on it.",
"assert",
"not",
"self",
".",
"_trajectories",
"[",
"index",
"]",
".",
"is_active"
]
| Record the information obtained from taking a step in all envs.
Records (observation, rewards, done) in a new time-step and actions in the
current time-step.
If any trajectory gets done, we move that trajectory to
completed_trajectories.
Args:
observations: ndarray of first dimension self.batch_size, which has the
observations after we've stepped, i.e. s_{t+1} where t is the current
state.
raw_rewards: ndarray of first dimension self.batch_size containing raw
rewards i.e. r_{t+1}.
processed_rewards: ndarray of first dimension self.batch_size containing
processed rewards. i.e. r_{t+1}
dones: ndarray of first dimension self.batch_size, containing true at an
index if that env is done, i.e. d_{t+1}
actions: ndarray of first dimension self.batch_size, containing actions
applied at the current time-step, which leads to the observations
rewards and done at the next time-step, i.e. a_t | [
"Record",
"the",
"information",
"obtained",
"from",
"taking",
"a",
"step",
"in",
"all",
"envs",
"."
]
| python | train | 42.787879 |
rosshamish/catanlog | catanlog.py | https://github.com/rosshamish/catanlog/blob/6f204920d9b67fd53fc6ff6a1c7b6a756b009bf0/catanlog.py#L151-L156 | def log_player_roll(self, player, roll):
"""
:param player: catan.game.Player
:param roll: integer or string, the sum of the dice
"""
self._logln('{0} rolls {1}{2}'.format(player.color, roll, ' ...DEUCES!' if int(roll) == 2 else '')) | [
"def",
"log_player_roll",
"(",
"self",
",",
"player",
",",
"roll",
")",
":",
"self",
".",
"_logln",
"(",
"'{0} rolls {1}{2}'",
".",
"format",
"(",
"player",
".",
"color",
",",
"roll",
",",
"' ...DEUCES!'",
"if",
"int",
"(",
"roll",
")",
"==",
"2",
"else",
"''",
")",
")"
]
| :param player: catan.game.Player
:param roll: integer or string, the sum of the dice | [
":",
"param",
"player",
":",
"catan",
".",
"game",
".",
"Player",
":",
"param",
"roll",
":",
"integer",
"or",
"string",
"the",
"sum",
"of",
"the",
"dice"
]
| python | train | 44.666667 |
GaretJax/django-click | djclick/adapter.py | https://github.com/GaretJax/django-click/blob/3584bff81cb7891a1aa2d7fe49c1db501f5b0e84/djclick/adapter.py#L57-L67 | def run_from_argv(self, argv):
"""
Called when run from the command line.
"""
try:
return self.main(args=argv[2:], standalone_mode=False)
except click.ClickException as e:
if getattr(e.ctx, 'traceback', False):
raise
e.show()
sys.exit(e.exit_code) | [
"def",
"run_from_argv",
"(",
"self",
",",
"argv",
")",
":",
"try",
":",
"return",
"self",
".",
"main",
"(",
"args",
"=",
"argv",
"[",
"2",
":",
"]",
",",
"standalone_mode",
"=",
"False",
")",
"except",
"click",
".",
"ClickException",
"as",
"e",
":",
"if",
"getattr",
"(",
"e",
".",
"ctx",
",",
"'traceback'",
",",
"False",
")",
":",
"raise",
"e",
".",
"show",
"(",
")",
"sys",
".",
"exit",
"(",
"e",
".",
"exit_code",
")"
]
| Called when run from the command line. | [
"Called",
"when",
"run",
"from",
"the",
"command",
"line",
"."
]
| python | train | 31 |
danilobellini/audiolazy | audiolazy/lazy_analysis.py | https://github.com/danilobellini/audiolazy/blob/dba0a278937909980ed40b976d866b8e97c35dee/audiolazy/lazy_analysis.py#L1147-L1161 | def stft(func=None, **kwparams):
"""
Short Time Fourier Transform for complex data.
Same to the default STFT strategy, but with new defaults. This is the same
to:
.. code-block:: python
stft.base(transform=numpy.fft.fft, inverse_transform=numpy.fft.ifft)
See ``stft.base`` docs for more.
"""
from numpy.fft import fft, ifft
return stft.base(transform=fft, inverse_transform=ifft)(func, **kwparams) | [
"def",
"stft",
"(",
"func",
"=",
"None",
",",
"*",
"*",
"kwparams",
")",
":",
"from",
"numpy",
".",
"fft",
"import",
"fft",
",",
"ifft",
"return",
"stft",
".",
"base",
"(",
"transform",
"=",
"fft",
",",
"inverse_transform",
"=",
"ifft",
")",
"(",
"func",
",",
"*",
"*",
"kwparams",
")"
]
| Short Time Fourier Transform for complex data.
Same to the default STFT strategy, but with new defaults. This is the same
to:
.. code-block:: python
stft.base(transform=numpy.fft.fft, inverse_transform=numpy.fft.ifft)
See ``stft.base`` docs for more. | [
"Short",
"Time",
"Fourier",
"Transform",
"for",
"complex",
"data",
"."
]
| python | train | 27.266667 |
rootpy/rootpy | rootpy/tree/treemodel.py | https://github.com/rootpy/rootpy/blob/3926935e1f2100d8ba68070c2ab44055d4800f73/rootpy/tree/treemodel.py#L122-L139 | def to_struct(cls, name=None):
"""
Convert the TreeModel into a compiled C struct
"""
if name is None:
name = cls.__name__
basic_attrs = dict([(attr_name, value)
for attr_name, value in cls.get_attrs()
if isinstance(value, Column)])
if not basic_attrs:
return None
src = 'struct {0} {{'.format(name)
for attr_name, value in basic_attrs.items():
src += '{0} {1};'.format(value.type.typename, attr_name)
src += '};'
if ROOT.gROOT.ProcessLine(src) != 0:
return None
return getattr(ROOT, name, None) | [
"def",
"to_struct",
"(",
"cls",
",",
"name",
"=",
"None",
")",
":",
"if",
"name",
"is",
"None",
":",
"name",
"=",
"cls",
".",
"__name__",
"basic_attrs",
"=",
"dict",
"(",
"[",
"(",
"attr_name",
",",
"value",
")",
"for",
"attr_name",
",",
"value",
"in",
"cls",
".",
"get_attrs",
"(",
")",
"if",
"isinstance",
"(",
"value",
",",
"Column",
")",
"]",
")",
"if",
"not",
"basic_attrs",
":",
"return",
"None",
"src",
"=",
"'struct {0} {{'",
".",
"format",
"(",
"name",
")",
"for",
"attr_name",
",",
"value",
"in",
"basic_attrs",
".",
"items",
"(",
")",
":",
"src",
"+=",
"'{0} {1};'",
".",
"format",
"(",
"value",
".",
"type",
".",
"typename",
",",
"attr_name",
")",
"src",
"+=",
"'};'",
"if",
"ROOT",
".",
"gROOT",
".",
"ProcessLine",
"(",
"src",
")",
"!=",
"0",
":",
"return",
"None",
"return",
"getattr",
"(",
"ROOT",
",",
"name",
",",
"None",
")"
]
| Convert the TreeModel into a compiled C struct | [
"Convert",
"the",
"TreeModel",
"into",
"a",
"compiled",
"C",
"struct"
]
| python | train | 37.222222 |
AndrewAnnex/SpiceyPy | spiceypy/spiceypy.py | https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L7760-L7780 | def latsph(radius, lon, lat):
"""
Convert from latitudinal coordinates to spherical coordinates.
http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/latsph_c.html
:param radius: Distance of a point from the origin.
:param lon: Angle of the point from the XZ plane in radians.
:param lat: Angle of the point from the XY plane in radians.
:return: (rho colat, lons)
:rtype: tuple
"""
radius = ctypes.c_double(radius)
lon = ctypes.c_double(lon)
lat = ctypes.c_double(lat)
rho = ctypes.c_double()
colat = ctypes.c_double()
lons = ctypes.c_double()
libspice.latsph_c(radius, lon, lat, ctypes.byref(rho), ctypes.byref(colat),
ctypes.byref(lons))
return rho.value, colat.value, lons.value | [
"def",
"latsph",
"(",
"radius",
",",
"lon",
",",
"lat",
")",
":",
"radius",
"=",
"ctypes",
".",
"c_double",
"(",
"radius",
")",
"lon",
"=",
"ctypes",
".",
"c_double",
"(",
"lon",
")",
"lat",
"=",
"ctypes",
".",
"c_double",
"(",
"lat",
")",
"rho",
"=",
"ctypes",
".",
"c_double",
"(",
")",
"colat",
"=",
"ctypes",
".",
"c_double",
"(",
")",
"lons",
"=",
"ctypes",
".",
"c_double",
"(",
")",
"libspice",
".",
"latsph_c",
"(",
"radius",
",",
"lon",
",",
"lat",
",",
"ctypes",
".",
"byref",
"(",
"rho",
")",
",",
"ctypes",
".",
"byref",
"(",
"colat",
")",
",",
"ctypes",
".",
"byref",
"(",
"lons",
")",
")",
"return",
"rho",
".",
"value",
",",
"colat",
".",
"value",
",",
"lons",
".",
"value"
]
| Convert from latitudinal coordinates to spherical coordinates.
http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/latsph_c.html
:param radius: Distance of a point from the origin.
:param lon: Angle of the point from the XZ plane in radians.
:param lat: Angle of the point from the XY plane in radians.
:return: (rho colat, lons)
:rtype: tuple | [
"Convert",
"from",
"latitudinal",
"coordinates",
"to",
"spherical",
"coordinates",
"."
]
| python | train | 36.047619 |
rochacbruno/flask_simplelogin | flask_simplelogin/__init__.py | https://github.com/rochacbruno/flask_simplelogin/blob/5b319977053649352daa87a6b0632949eee0643c/flask_simplelogin/__init__.py#L49-L57 | def is_logged_in(username=None):
"""Checks if user is logged in if `username`
is passed check if specified user is logged in
username can be a list"""
if username:
if not isinstance(username, (list, tuple)):
username = [username]
return 'simple_logged_in' in session and get_username() in username
return 'simple_logged_in' in session | [
"def",
"is_logged_in",
"(",
"username",
"=",
"None",
")",
":",
"if",
"username",
":",
"if",
"not",
"isinstance",
"(",
"username",
",",
"(",
"list",
",",
"tuple",
")",
")",
":",
"username",
"=",
"[",
"username",
"]",
"return",
"'simple_logged_in'",
"in",
"session",
"and",
"get_username",
"(",
")",
"in",
"username",
"return",
"'simple_logged_in'",
"in",
"session"
]
| Checks if user is logged in if `username`
is passed check if specified user is logged in
username can be a list | [
"Checks",
"if",
"user",
"is",
"logged",
"in",
"if",
"username",
"is",
"passed",
"check",
"if",
"specified",
"user",
"is",
"logged",
"in",
"username",
"can",
"be",
"a",
"list"
]
| python | train | 41.555556 |
cloud9ers/gurumate | environment/lib/python2.7/site-packages/IPython/core/prefilter.py | https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/IPython/core/prefilter.py#L553-L563 | def check(self, line_info):
"Allow ! and !! in multi-line statements if multi_line_specials is on"
# Note that this one of the only places we check the first character of
# ifun and *not* the pre_char. Also note that the below test matches
# both ! and !!.
if line_info.continue_prompt \
and self.prefilter_manager.multi_line_specials:
if line_info.esc == ESC_MAGIC:
return self.prefilter_manager.get_handler_by_name('magic')
else:
return None | [
"def",
"check",
"(",
"self",
",",
"line_info",
")",
":",
"# Note that this one of the only places we check the first character of",
"# ifun and *not* the pre_char. Also note that the below test matches",
"# both ! and !!.",
"if",
"line_info",
".",
"continue_prompt",
"and",
"self",
".",
"prefilter_manager",
".",
"multi_line_specials",
":",
"if",
"line_info",
".",
"esc",
"==",
"ESC_MAGIC",
":",
"return",
"self",
".",
"prefilter_manager",
".",
"get_handler_by_name",
"(",
"'magic'",
")",
"else",
":",
"return",
"None"
]
| Allow ! and !! in multi-line statements if multi_line_specials is on | [
"Allow",
"!",
"and",
"!!",
"in",
"multi",
"-",
"line",
"statements",
"if",
"multi_line_specials",
"is",
"on"
]
| python | test | 49.272727 |
pvlib/pvlib-python | versioneer.py | https://github.com/pvlib/pvlib-python/blob/2e844a595b820b43d1170269781fa66bd0ccc8a3/versioneer.py#L1044-L1124 | def git_pieces_from_vcs(tag_prefix, root, verbose, run_command=run_command):
"""Get version from 'git describe' in the root of the source tree.
This only gets called if the git-archive 'subst' keywords were *not*
expanded, and _version.py hasn't already been rewritten with a short
version string, meaning we're inside a checked out source tree.
"""
if not os.path.exists(os.path.join(root, ".git")):
if verbose:
print("no .git in %s" % root)
raise NotThisMethod("no .git directory")
GITS = ["git"]
if sys.platform == "win32":
GITS = ["git.cmd", "git.exe"]
# if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty]
# if there isn't one, this yields HEX[-dirty] (no NUM)
describe_out = run_command(GITS, ["describe", "--tags", "--dirty",
"--always", "--long",
"--match", "%s*" % tag_prefix],
cwd=root)
# --long was added in git-1.5.5
if describe_out is None:
raise NotThisMethod("'git describe' failed")
describe_out = describe_out.strip()
full_out = run_command(GITS, ["rev-parse", "HEAD"], cwd=root)
if full_out is None:
raise NotThisMethod("'git rev-parse' failed")
full_out = full_out.strip()
pieces = {}
pieces["long"] = full_out
pieces["short"] = full_out[:7] # maybe improved later
pieces["error"] = None
# parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty]
# TAG might have hyphens.
git_describe = describe_out
# look for -dirty suffix
dirty = git_describe.endswith("-dirty")
pieces["dirty"] = dirty
if dirty:
git_describe = git_describe[:git_describe.rindex("-dirty")]
# now we have TAG-NUM-gHEX or HEX
if "-" in git_describe:
# TAG-NUM-gHEX
mo = re.search(r'^(.+)-(\d+)-g([0-9a-f]+)$', git_describe)
if not mo:
# unparseable. Maybe git-describe is misbehaving?
pieces["error"] = ("unable to parse git-describe output: '%s'"
% describe_out)
return pieces
# tag
full_tag = mo.group(1)
if not full_tag.startswith(tag_prefix):
if verbose:
fmt = "tag '%s' doesn't start with prefix '%s'"
print(fmt % (full_tag, tag_prefix))
pieces["error"] = ("tag '%s' doesn't start with prefix '%s'"
% (full_tag, tag_prefix))
return pieces
pieces["closest-tag"] = full_tag[len(tag_prefix):]
# distance: number of commits since tag
pieces["distance"] = int(mo.group(2))
# commit: short hex revision ID
pieces["short"] = mo.group(3)
else:
# HEX: no tags
pieces["closest-tag"] = None
count_out = run_command(GITS, ["rev-list", "HEAD", "--count"],
cwd=root)
pieces["distance"] = int(count_out) # total number of commits
return pieces | [
"def",
"git_pieces_from_vcs",
"(",
"tag_prefix",
",",
"root",
",",
"verbose",
",",
"run_command",
"=",
"run_command",
")",
":",
"if",
"not",
"os",
".",
"path",
".",
"exists",
"(",
"os",
".",
"path",
".",
"join",
"(",
"root",
",",
"\".git\"",
")",
")",
":",
"if",
"verbose",
":",
"print",
"(",
"\"no .git in %s\"",
"%",
"root",
")",
"raise",
"NotThisMethod",
"(",
"\"no .git directory\"",
")",
"GITS",
"=",
"[",
"\"git\"",
"]",
"if",
"sys",
".",
"platform",
"==",
"\"win32\"",
":",
"GITS",
"=",
"[",
"\"git.cmd\"",
",",
"\"git.exe\"",
"]",
"# if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty]",
"# if there isn't one, this yields HEX[-dirty] (no NUM)",
"describe_out",
"=",
"run_command",
"(",
"GITS",
",",
"[",
"\"describe\"",
",",
"\"--tags\"",
",",
"\"--dirty\"",
",",
"\"--always\"",
",",
"\"--long\"",
",",
"\"--match\"",
",",
"\"%s*\"",
"%",
"tag_prefix",
"]",
",",
"cwd",
"=",
"root",
")",
"# --long was added in git-1.5.5",
"if",
"describe_out",
"is",
"None",
":",
"raise",
"NotThisMethod",
"(",
"\"'git describe' failed\"",
")",
"describe_out",
"=",
"describe_out",
".",
"strip",
"(",
")",
"full_out",
"=",
"run_command",
"(",
"GITS",
",",
"[",
"\"rev-parse\"",
",",
"\"HEAD\"",
"]",
",",
"cwd",
"=",
"root",
")",
"if",
"full_out",
"is",
"None",
":",
"raise",
"NotThisMethod",
"(",
"\"'git rev-parse' failed\"",
")",
"full_out",
"=",
"full_out",
".",
"strip",
"(",
")",
"pieces",
"=",
"{",
"}",
"pieces",
"[",
"\"long\"",
"]",
"=",
"full_out",
"pieces",
"[",
"\"short\"",
"]",
"=",
"full_out",
"[",
":",
"7",
"]",
"# maybe improved later",
"pieces",
"[",
"\"error\"",
"]",
"=",
"None",
"# parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty]",
"# TAG might have hyphens.",
"git_describe",
"=",
"describe_out",
"# look for -dirty suffix",
"dirty",
"=",
"git_describe",
".",
"endswith",
"(",
"\"-dirty\"",
")",
"pieces",
"[",
"\"dirty\"",
"]",
"=",
"dirty",
"if",
"dirty",
":",
"git_describe",
"=",
"git_describe",
"[",
":",
"git_describe",
".",
"rindex",
"(",
"\"-dirty\"",
")",
"]",
"# now we have TAG-NUM-gHEX or HEX",
"if",
"\"-\"",
"in",
"git_describe",
":",
"# TAG-NUM-gHEX",
"mo",
"=",
"re",
".",
"search",
"(",
"r'^(.+)-(\\d+)-g([0-9a-f]+)$'",
",",
"git_describe",
")",
"if",
"not",
"mo",
":",
"# unparseable. Maybe git-describe is misbehaving?",
"pieces",
"[",
"\"error\"",
"]",
"=",
"(",
"\"unable to parse git-describe output: '%s'\"",
"%",
"describe_out",
")",
"return",
"pieces",
"# tag",
"full_tag",
"=",
"mo",
".",
"group",
"(",
"1",
")",
"if",
"not",
"full_tag",
".",
"startswith",
"(",
"tag_prefix",
")",
":",
"if",
"verbose",
":",
"fmt",
"=",
"\"tag '%s' doesn't start with prefix '%s'\"",
"print",
"(",
"fmt",
"%",
"(",
"full_tag",
",",
"tag_prefix",
")",
")",
"pieces",
"[",
"\"error\"",
"]",
"=",
"(",
"\"tag '%s' doesn't start with prefix '%s'\"",
"%",
"(",
"full_tag",
",",
"tag_prefix",
")",
")",
"return",
"pieces",
"pieces",
"[",
"\"closest-tag\"",
"]",
"=",
"full_tag",
"[",
"len",
"(",
"tag_prefix",
")",
":",
"]",
"# distance: number of commits since tag",
"pieces",
"[",
"\"distance\"",
"]",
"=",
"int",
"(",
"mo",
".",
"group",
"(",
"2",
")",
")",
"# commit: short hex revision ID",
"pieces",
"[",
"\"short\"",
"]",
"=",
"mo",
".",
"group",
"(",
"3",
")",
"else",
":",
"# HEX: no tags",
"pieces",
"[",
"\"closest-tag\"",
"]",
"=",
"None",
"count_out",
"=",
"run_command",
"(",
"GITS",
",",
"[",
"\"rev-list\"",
",",
"\"HEAD\"",
",",
"\"--count\"",
"]",
",",
"cwd",
"=",
"root",
")",
"pieces",
"[",
"\"distance\"",
"]",
"=",
"int",
"(",
"count_out",
")",
"# total number of commits",
"return",
"pieces"
]
| Get version from 'git describe' in the root of the source tree.
This only gets called if the git-archive 'subst' keywords were *not*
expanded, and _version.py hasn't already been rewritten with a short
version string, meaning we're inside a checked out source tree. | [
"Get",
"version",
"from",
"git",
"describe",
"in",
"the",
"root",
"of",
"the",
"source",
"tree",
"."
]
| python | train | 37.061728 |
Toilal/rebulk | rebulk/utils.py | https://github.com/Toilal/rebulk/blob/7511a4671f2fd9493e3df1e5177b7656789069e8/rebulk/utils.py#L14-L56 | def find_all(string, sub, start=None, end=None, ignore_case=False, **kwargs):
"""
Return all indices in string s where substring sub is
found, such that sub is contained in the slice s[start:end].
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'fox'))
[16]
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'mountain'))
[]
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'The'))
[0]
>>> list(find_all(
... 'Carved symbols in a mountain hollow on the bank of an inlet irritated an eccentric person',
... 'an'))
[44, 51, 70]
>>> list(find_all(
... 'Carved symbols in a mountain hollow on the bank of an inlet irritated an eccentric person',
... 'an',
... 50,
... 60))
[51]
:param string: the input string
:type string: str
:param sub: the substring
:type sub: str
:return: all indices in the input string
:rtype: __generator[str]
"""
#pylint: disable=unused-argument
if ignore_case:
sub = sub.lower()
string = string.lower()
while True:
start = string.find(sub, start, end)
if start == -1:
return
yield start
start += len(sub) | [
"def",
"find_all",
"(",
"string",
",",
"sub",
",",
"start",
"=",
"None",
",",
"end",
"=",
"None",
",",
"ignore_case",
"=",
"False",
",",
"*",
"*",
"kwargs",
")",
":",
"#pylint: disable=unused-argument",
"if",
"ignore_case",
":",
"sub",
"=",
"sub",
".",
"lower",
"(",
")",
"string",
"=",
"string",
".",
"lower",
"(",
")",
"while",
"True",
":",
"start",
"=",
"string",
".",
"find",
"(",
"sub",
",",
"start",
",",
"end",
")",
"if",
"start",
"==",
"-",
"1",
":",
"return",
"yield",
"start",
"start",
"+=",
"len",
"(",
"sub",
")"
]
| Return all indices in string s where substring sub is
found, such that sub is contained in the slice s[start:end].
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'fox'))
[16]
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'mountain'))
[]
>>> list(find_all('The quick brown fox jumps over the lazy dog', 'The'))
[0]
>>> list(find_all(
... 'Carved symbols in a mountain hollow on the bank of an inlet irritated an eccentric person',
... 'an'))
[44, 51, 70]
>>> list(find_all(
... 'Carved symbols in a mountain hollow on the bank of an inlet irritated an eccentric person',
... 'an',
... 50,
... 60))
[51]
:param string: the input string
:type string: str
:param sub: the substring
:type sub: str
:return: all indices in the input string
:rtype: __generator[str] | [
"Return",
"all",
"indices",
"in",
"string",
"s",
"where",
"substring",
"sub",
"is",
"found",
"such",
"that",
"sub",
"is",
"contained",
"in",
"the",
"slice",
"s",
"[",
"start",
":",
"end",
"]",
"."
]
| python | train | 28.232558 |
fprimex/zdesk | zdesk/zdesk_api.py | https://github.com/fprimex/zdesk/blob/851611c13b4d530e9df31390b3ec709baf0a0188/zdesk/zdesk_api.py#L4062-L4066 | def user_sessions(self, user_id, **kwargs):
"https://developer.zendesk.com/rest_api/docs/core/sessions#list-sessions"
api_path = "/api/v2/users/{user_id}/sessions.json"
api_path = api_path.format(user_id=user_id)
return self.call(api_path, **kwargs) | [
"def",
"user_sessions",
"(",
"self",
",",
"user_id",
",",
"*",
"*",
"kwargs",
")",
":",
"api_path",
"=",
"\"/api/v2/users/{user_id}/sessions.json\"",
"api_path",
"=",
"api_path",
".",
"format",
"(",
"user_id",
"=",
"user_id",
")",
"return",
"self",
".",
"call",
"(",
"api_path",
",",
"*",
"*",
"kwargs",
")"
]
| https://developer.zendesk.com/rest_api/docs/core/sessions#list-sessions | [
"https",
":",
"//",
"developer",
".",
"zendesk",
".",
"com",
"/",
"rest_api",
"/",
"docs",
"/",
"core",
"/",
"sessions#list",
"-",
"sessions"
]
| python | train | 55.4 |
gbowerman/azurerm | azurerm/keyvault.py | https://github.com/gbowerman/azurerm/blob/79d40431d3b13f8a36aadbff5029888383d72674/azurerm/keyvault.py#L79-L96 | def get_keyvault(access_token, subscription_id, rgname, vault_name):
'''Gets details about the named key vault.
Args:
access_token (str): A valid Azure authentication token.
subscription_id (str): Azure subscription id.
rgname (str): Azure resource group name.
vault_name (str): Name of the key vault.
Returns:
HTTP response. JSON body of key vault properties.
'''
endpoint = ''.join([get_rm_endpoint(),
'/subscriptions/', subscription_id,
'/resourcegroups/', rgname,
'/providers/Microsoft.KeyVault/vaults/', vault_name,
'?api-version=', KEYVAULT_API])
return do_get(endpoint, access_token) | [
"def",
"get_keyvault",
"(",
"access_token",
",",
"subscription_id",
",",
"rgname",
",",
"vault_name",
")",
":",
"endpoint",
"=",
"''",
".",
"join",
"(",
"[",
"get_rm_endpoint",
"(",
")",
",",
"'/subscriptions/'",
",",
"subscription_id",
",",
"'/resourcegroups/'",
",",
"rgname",
",",
"'/providers/Microsoft.KeyVault/vaults/'",
",",
"vault_name",
",",
"'?api-version='",
",",
"KEYVAULT_API",
"]",
")",
"return",
"do_get",
"(",
"endpoint",
",",
"access_token",
")"
]
| Gets details about the named key vault.
Args:
access_token (str): A valid Azure authentication token.
subscription_id (str): Azure subscription id.
rgname (str): Azure resource group name.
vault_name (str): Name of the key vault.
Returns:
HTTP response. JSON body of key vault properties. | [
"Gets",
"details",
"about",
"the",
"named",
"key",
"vault",
"."
]
| python | train | 40.833333 |
shawalli/psycopg2-pgevents | psycopg2_pgevents/trigger.py | https://github.com/shawalli/psycopg2-pgevents/blob/bf04c05839a27c56834b26748d227c71cd87257c/psycopg2_pgevents/trigger.py#L122-L155 | def trigger_installed(connection: connection, table: str, schema: str='public'):
"""Test whether or not a psycopg2-pgevents trigger is installed for a table.
Parameters
----------
connection: psycopg2.extensions.connection
Active connection to a PostGreSQL database.
table: str
Table whose trigger-existence will be checked.
schema: str
Schema to which the table belongs.
Returns
-------
bool
True if the trigger is installed, otherwise False.
"""
installed = False
log('Checking if {}.{} trigger installed...'.format(schema, table), logger_name=_LOGGER_NAME)
statement = SELECT_TRIGGER_STATEMENT.format(
table=table,
schema=schema
)
result = execute(connection, statement)
if result:
installed = True
log('...{}installed'.format('' if installed else 'NOT '), logger_name=_LOGGER_NAME)
return installed | [
"def",
"trigger_installed",
"(",
"connection",
":",
"connection",
",",
"table",
":",
"str",
",",
"schema",
":",
"str",
"=",
"'public'",
")",
":",
"installed",
"=",
"False",
"log",
"(",
"'Checking if {}.{} trigger installed...'",
".",
"format",
"(",
"schema",
",",
"table",
")",
",",
"logger_name",
"=",
"_LOGGER_NAME",
")",
"statement",
"=",
"SELECT_TRIGGER_STATEMENT",
".",
"format",
"(",
"table",
"=",
"table",
",",
"schema",
"=",
"schema",
")",
"result",
"=",
"execute",
"(",
"connection",
",",
"statement",
")",
"if",
"result",
":",
"installed",
"=",
"True",
"log",
"(",
"'...{}installed'",
".",
"format",
"(",
"''",
"if",
"installed",
"else",
"'NOT '",
")",
",",
"logger_name",
"=",
"_LOGGER_NAME",
")",
"return",
"installed"
]
| Test whether or not a psycopg2-pgevents trigger is installed for a table.
Parameters
----------
connection: psycopg2.extensions.connection
Active connection to a PostGreSQL database.
table: str
Table whose trigger-existence will be checked.
schema: str
Schema to which the table belongs.
Returns
-------
bool
True if the trigger is installed, otherwise False. | [
"Test",
"whether",
"or",
"not",
"a",
"psycopg2",
"-",
"pgevents",
"trigger",
"is",
"installed",
"for",
"a",
"table",
"."
]
| python | train | 26.617647 |
ArchiveTeam/wpull | wpull/processor/coprocessor/phantomjs.py | https://github.com/ArchiveTeam/wpull/blob/ddf051aa3322479325ba20aa778cb2cb97606bf5/wpull/processor/coprocessor/phantomjs.py#L297-L309 | def _scrape_document(self):
'''Extract links from the DOM.'''
mock_response = self._new_mock_response(
self._response, self._get_temp_path('phantom', '.html')
)
self._item_session.request = self._request
self._item_session.response = mock_response
self._processing_rule.scrape_document(item_session)
if mock_response.body:
mock_response.body.close() | [
"def",
"_scrape_document",
"(",
"self",
")",
":",
"mock_response",
"=",
"self",
".",
"_new_mock_response",
"(",
"self",
".",
"_response",
",",
"self",
".",
"_get_temp_path",
"(",
"'phantom'",
",",
"'.html'",
")",
")",
"self",
".",
"_item_session",
".",
"request",
"=",
"self",
".",
"_request",
"self",
".",
"_item_session",
".",
"response",
"=",
"mock_response",
"self",
".",
"_processing_rule",
".",
"scrape_document",
"(",
"item_session",
")",
"if",
"mock_response",
".",
"body",
":",
"mock_response",
".",
"body",
".",
"close",
"(",
")"
]
| Extract links from the DOM. | [
"Extract",
"links",
"from",
"the",
"DOM",
"."
]
| python | train | 32.307692 |
dslackw/slpkg | slpkg/slack/slack_version.py | https://github.com/dslackw/slpkg/blob/dd2e08a80e944d337d157b992167ba631a4343de/slpkg/slack/slack_version.py#L31-L44 | def slack_ver():
"""
Open file and read Slackware version
"""
if _meta_.slackware_version in ["off", "OFF"]:
sv = Utils().read_file("/etc/slackware-version")
version = re.findall(r"\d+", sv)
if len(sv) > 2:
return (".".join(version[:2]))
else:
return (".".join(version))
else:
return _meta_.slackware_version | [
"def",
"slack_ver",
"(",
")",
":",
"if",
"_meta_",
".",
"slackware_version",
"in",
"[",
"\"off\"",
",",
"\"OFF\"",
"]",
":",
"sv",
"=",
"Utils",
"(",
")",
".",
"read_file",
"(",
"\"/etc/slackware-version\"",
")",
"version",
"=",
"re",
".",
"findall",
"(",
"r\"\\d+\"",
",",
"sv",
")",
"if",
"len",
"(",
"sv",
")",
">",
"2",
":",
"return",
"(",
"\".\"",
".",
"join",
"(",
"version",
"[",
":",
"2",
"]",
")",
")",
"else",
":",
"return",
"(",
"\".\"",
".",
"join",
"(",
"version",
")",
")",
"else",
":",
"return",
"_meta_",
".",
"slackware_version"
]
| Open file and read Slackware version | [
"Open",
"file",
"and",
"read",
"Slackware",
"version"
]
| python | train | 27.142857 |
twitterdev/tweet_parser | tweet_parser/getter_methods/gnip_fields.py | https://github.com/twitterdev/tweet_parser/blob/3435de8367d36b483a6cfd8d46cc28694ee8a42e/tweet_parser/getter_methods/gnip_fields.py#L7-L27 | def get_matching_rules(tweet):
"""
Retrieves the matching rules for a tweet with a gnip field enrichment.
Args:
tweet (Tweet): the tweet
Returns:
list: potential ``[{"tag": "user_tag", "value": "rule_value"}]``
pairs from standard rulesets or None if no rules or no
matching_rules field is found. \n
More information on this value at:
http://support.gnip.com/enrichments/matching_rules.html
"""
if is_original_format(tweet):
rules = tweet.get("matching_rules")
else:
gnip = tweet.get("gnip")
rules = gnip.get("matching_rules") if gnip else None
return rules | [
"def",
"get_matching_rules",
"(",
"tweet",
")",
":",
"if",
"is_original_format",
"(",
"tweet",
")",
":",
"rules",
"=",
"tweet",
".",
"get",
"(",
"\"matching_rules\"",
")",
"else",
":",
"gnip",
"=",
"tweet",
".",
"get",
"(",
"\"gnip\"",
")",
"rules",
"=",
"gnip",
".",
"get",
"(",
"\"matching_rules\"",
")",
"if",
"gnip",
"else",
"None",
"return",
"rules"
]
| Retrieves the matching rules for a tweet with a gnip field enrichment.
Args:
tweet (Tweet): the tweet
Returns:
list: potential ``[{"tag": "user_tag", "value": "rule_value"}]``
pairs from standard rulesets or None if no rules or no
matching_rules field is found. \n
More information on this value at:
http://support.gnip.com/enrichments/matching_rules.html | [
"Retrieves",
"the",
"matching",
"rules",
"for",
"a",
"tweet",
"with",
"a",
"gnip",
"field",
"enrichment",
"."
]
| python | train | 30.714286 |
bcbio/bcbio-nextgen | bcbio/variation/deepvariant.py | https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/variation/deepvariant.py#L70-L78 | def _postprocess_variants(record_file, data, ref_file, out_file):
"""Post-process variants, converting into standard VCF file.
"""
if not utils.file_uptodate(out_file, record_file):
with file_transaction(data, out_file) as tx_out_file:
cmd = ["dv_postprocess_variants.py", "--ref", ref_file,
"--infile", record_file, "--outfile", tx_out_file]
do.run(cmd, "DeepVariant postprocess_variants %s" % dd.get_sample_name(data))
return out_file | [
"def",
"_postprocess_variants",
"(",
"record_file",
",",
"data",
",",
"ref_file",
",",
"out_file",
")",
":",
"if",
"not",
"utils",
".",
"file_uptodate",
"(",
"out_file",
",",
"record_file",
")",
":",
"with",
"file_transaction",
"(",
"data",
",",
"out_file",
")",
"as",
"tx_out_file",
":",
"cmd",
"=",
"[",
"\"dv_postprocess_variants.py\"",
",",
"\"--ref\"",
",",
"ref_file",
",",
"\"--infile\"",
",",
"record_file",
",",
"\"--outfile\"",
",",
"tx_out_file",
"]",
"do",
".",
"run",
"(",
"cmd",
",",
"\"DeepVariant postprocess_variants %s\"",
"%",
"dd",
".",
"get_sample_name",
"(",
"data",
")",
")",
"return",
"out_file"
]
| Post-process variants, converting into standard VCF file. | [
"Post",
"-",
"process",
"variants",
"converting",
"into",
"standard",
"VCF",
"file",
"."
]
| python | train | 55 |
jmurty/xml4h | xml4h/builder.py | https://github.com/jmurty/xml4h/blob/adbb45e27a01a869a505aee7bc16bad2f517b511/xml4h/builder.py#L261-L271 | def ns_prefix(self, prefix, ns_uri):
"""
Set the namespace prefix of the :class:`xml4h.nodes.Element` node
represented by this Builder.
:return: the current Builder.
Delegates to :meth:`xml4h.nodes.Element.set_ns_prefix`.
"""
self._element.set_ns_prefix(prefix, ns_uri)
return self | [
"def",
"ns_prefix",
"(",
"self",
",",
"prefix",
",",
"ns_uri",
")",
":",
"self",
".",
"_element",
".",
"set_ns_prefix",
"(",
"prefix",
",",
"ns_uri",
")",
"return",
"self"
]
| Set the namespace prefix of the :class:`xml4h.nodes.Element` node
represented by this Builder.
:return: the current Builder.
Delegates to :meth:`xml4h.nodes.Element.set_ns_prefix`. | [
"Set",
"the",
"namespace",
"prefix",
"of",
"the",
":",
"class",
":",
"xml4h",
".",
"nodes",
".",
"Element",
"node",
"represented",
"by",
"this",
"Builder",
"."
]
| python | train | 30.636364 |
gccxml/pygccxml | pygccxml/declarations/container_traits.py | https://github.com/gccxml/pygccxml/blob/2b1efbb9e37ceb2ae925c7f3ce1570f476db9e1e/pygccxml/declarations/container_traits.py#L488-L494 | def element_type(self, type_):
"""returns reference to the class value\\mapped type declaration"""
return self.__find_xxx_type(
type_,
self.element_type_index,
self.element_type_typedef,
'container_element_type') | [
"def",
"element_type",
"(",
"self",
",",
"type_",
")",
":",
"return",
"self",
".",
"__find_xxx_type",
"(",
"type_",
",",
"self",
".",
"element_type_index",
",",
"self",
".",
"element_type_typedef",
",",
"'container_element_type'",
")"
]
| returns reference to the class value\\mapped type declaration | [
"returns",
"reference",
"to",
"the",
"class",
"value",
"\\\\",
"mapped",
"type",
"declaration"
]
| python | train | 38.571429 |
project-rig/rig | rig/machine_control/machine_controller.py | https://github.com/project-rig/rig/blob/3a3e053d3214899b6d68758685835de0afd5542b/rig/machine_control/machine_controller.py#L151-L159 | def scp_data_length(self):
"""The maximum SCP data field length supported by the machine
(bytes).
"""
# If not known, query the machine
if self._scp_data_length is None:
data = self.get_software_version(255, 255, 0)
self._scp_data_length = data.buffer_size
return self._scp_data_length | [
"def",
"scp_data_length",
"(",
"self",
")",
":",
"# If not known, query the machine",
"if",
"self",
".",
"_scp_data_length",
"is",
"None",
":",
"data",
"=",
"self",
".",
"get_software_version",
"(",
"255",
",",
"255",
",",
"0",
")",
"self",
".",
"_scp_data_length",
"=",
"data",
".",
"buffer_size",
"return",
"self",
".",
"_scp_data_length"
]
| The maximum SCP data field length supported by the machine
(bytes). | [
"The",
"maximum",
"SCP",
"data",
"field",
"length",
"supported",
"by",
"the",
"machine",
"(",
"bytes",
")",
"."
]
| python | train | 38.777778 |
pandas-dev/pandas | pandas/io/pytables.py | https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/io/pytables.py#L1095-L1139 | def walk(self, where="/"):
""" Walk the pytables group hierarchy for pandas objects
This generator will yield the group path, subgroups and pandas object
names for each group.
Any non-pandas PyTables objects that are not a group will be ignored.
The `where` group itself is listed first (preorder), then each of its
child groups (following an alphanumerical order) is also traversed,
following the same procedure.
.. versionadded:: 0.24.0
Parameters
----------
where : str, optional
Group where to start walking.
If not supplied, the root group is used.
Yields
------
path : str
Full path to a group (without trailing '/')
groups : list of str
names of the groups contained in `path`
leaves : list of str
names of the pandas objects contained in `path`
"""
_tables()
self._check_if_open()
for g in self._handle.walk_groups(where):
if getattr(g._v_attrs, 'pandas_type', None) is not None:
continue
groups = []
leaves = []
for child in g._v_children.values():
pandas_type = getattr(child._v_attrs, 'pandas_type', None)
if pandas_type is None:
if isinstance(child, _table_mod.group.Group):
groups.append(child._v_name)
else:
leaves.append(child._v_name)
yield (g._v_pathname.rstrip('/'), groups, leaves) | [
"def",
"walk",
"(",
"self",
",",
"where",
"=",
"\"/\"",
")",
":",
"_tables",
"(",
")",
"self",
".",
"_check_if_open",
"(",
")",
"for",
"g",
"in",
"self",
".",
"_handle",
".",
"walk_groups",
"(",
"where",
")",
":",
"if",
"getattr",
"(",
"g",
".",
"_v_attrs",
",",
"'pandas_type'",
",",
"None",
")",
"is",
"not",
"None",
":",
"continue",
"groups",
"=",
"[",
"]",
"leaves",
"=",
"[",
"]",
"for",
"child",
"in",
"g",
".",
"_v_children",
".",
"values",
"(",
")",
":",
"pandas_type",
"=",
"getattr",
"(",
"child",
".",
"_v_attrs",
",",
"'pandas_type'",
",",
"None",
")",
"if",
"pandas_type",
"is",
"None",
":",
"if",
"isinstance",
"(",
"child",
",",
"_table_mod",
".",
"group",
".",
"Group",
")",
":",
"groups",
".",
"append",
"(",
"child",
".",
"_v_name",
")",
"else",
":",
"leaves",
".",
"append",
"(",
"child",
".",
"_v_name",
")",
"yield",
"(",
"g",
".",
"_v_pathname",
".",
"rstrip",
"(",
"'/'",
")",
",",
"groups",
",",
"leaves",
")"
]
| Walk the pytables group hierarchy for pandas objects
This generator will yield the group path, subgroups and pandas object
names for each group.
Any non-pandas PyTables objects that are not a group will be ignored.
The `where` group itself is listed first (preorder), then each of its
child groups (following an alphanumerical order) is also traversed,
following the same procedure.
.. versionadded:: 0.24.0
Parameters
----------
where : str, optional
Group where to start walking.
If not supplied, the root group is used.
Yields
------
path : str
Full path to a group (without trailing '/')
groups : list of str
names of the groups contained in `path`
leaves : list of str
names of the pandas objects contained in `path` | [
"Walk",
"the",
"pytables",
"group",
"hierarchy",
"for",
"pandas",
"objects"
]
| python | train | 34.911111 |
saltstack/salt | salt/cloud/libcloudfuncs.py | https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/cloud/libcloudfuncs.py#L273-L299 | def get_image(conn, vm_):
'''
Return the image object to use
'''
images = conn.list_images()
vm_image = config.get_cloud_config_value('image', vm_, __opts__)
if not six.PY3:
vm_image = vm_image.encode('ascii', 'salt-cloud-force-ascii')
for img in images:
if isinstance(img.id, six.string_types) and not six.PY3:
img_id = img.id.encode('ascii', 'salt-cloud-force-ascii')
else:
img_id = str(img.id) # future lint: disable=blacklisted-function
if isinstance(img.name, six.string_types) and not six.PY3:
img_name = img.name.encode('ascii', 'salt-cloud-force-ascii')
else:
img_name = str(img.name) # future lint: disable=blacklisted-function
if vm_image and vm_image in (img_id, img_name):
return img
raise SaltCloudNotFound(
'The specified image, \'{0}\', could not be found.'.format(vm_image)
) | [
"def",
"get_image",
"(",
"conn",
",",
"vm_",
")",
":",
"images",
"=",
"conn",
".",
"list_images",
"(",
")",
"vm_image",
"=",
"config",
".",
"get_cloud_config_value",
"(",
"'image'",
",",
"vm_",
",",
"__opts__",
")",
"if",
"not",
"six",
".",
"PY3",
":",
"vm_image",
"=",
"vm_image",
".",
"encode",
"(",
"'ascii'",
",",
"'salt-cloud-force-ascii'",
")",
"for",
"img",
"in",
"images",
":",
"if",
"isinstance",
"(",
"img",
".",
"id",
",",
"six",
".",
"string_types",
")",
"and",
"not",
"six",
".",
"PY3",
":",
"img_id",
"=",
"img",
".",
"id",
".",
"encode",
"(",
"'ascii'",
",",
"'salt-cloud-force-ascii'",
")",
"else",
":",
"img_id",
"=",
"str",
"(",
"img",
".",
"id",
")",
"# future lint: disable=blacklisted-function",
"if",
"isinstance",
"(",
"img",
".",
"name",
",",
"six",
".",
"string_types",
")",
"and",
"not",
"six",
".",
"PY3",
":",
"img_name",
"=",
"img",
".",
"name",
".",
"encode",
"(",
"'ascii'",
",",
"'salt-cloud-force-ascii'",
")",
"else",
":",
"img_name",
"=",
"str",
"(",
"img",
".",
"name",
")",
"# future lint: disable=blacklisted-function",
"if",
"vm_image",
"and",
"vm_image",
"in",
"(",
"img_id",
",",
"img_name",
")",
":",
"return",
"img",
"raise",
"SaltCloudNotFound",
"(",
"'The specified image, \\'{0}\\', could not be found.'",
".",
"format",
"(",
"vm_image",
")",
")"
]
| Return the image object to use | [
"Return",
"the",
"image",
"object",
"to",
"use"
]
| python | train | 34.222222 |
horazont/aioxmpp | aioxmpp/stringprep.py | https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/stringprep.py#L149-L185 | def nodeprep(string, allow_unassigned=False):
"""
Process the given `string` using the Nodeprep (`RFC 6122`_) profile. In the
error cases defined in `RFC 3454`_ (stringprep), a :class:`ValueError` is
raised.
"""
chars = list(string)
_nodeprep_do_mapping(chars)
do_normalization(chars)
check_prohibited_output(
chars,
(
stringprep.in_table_c11,
stringprep.in_table_c12,
stringprep.in_table_c21,
stringprep.in_table_c22,
stringprep.in_table_c3,
stringprep.in_table_c4,
stringprep.in_table_c5,
stringprep.in_table_c6,
stringprep.in_table_c7,
stringprep.in_table_c8,
stringprep.in_table_c9,
lambda x: x in _nodeprep_prohibited
))
check_bidi(chars)
if not allow_unassigned:
check_unassigned(
chars,
(
stringprep.in_table_a1,
)
)
return "".join(chars) | [
"def",
"nodeprep",
"(",
"string",
",",
"allow_unassigned",
"=",
"False",
")",
":",
"chars",
"=",
"list",
"(",
"string",
")",
"_nodeprep_do_mapping",
"(",
"chars",
")",
"do_normalization",
"(",
"chars",
")",
"check_prohibited_output",
"(",
"chars",
",",
"(",
"stringprep",
".",
"in_table_c11",
",",
"stringprep",
".",
"in_table_c12",
",",
"stringprep",
".",
"in_table_c21",
",",
"stringprep",
".",
"in_table_c22",
",",
"stringprep",
".",
"in_table_c3",
",",
"stringprep",
".",
"in_table_c4",
",",
"stringprep",
".",
"in_table_c5",
",",
"stringprep",
".",
"in_table_c6",
",",
"stringprep",
".",
"in_table_c7",
",",
"stringprep",
".",
"in_table_c8",
",",
"stringprep",
".",
"in_table_c9",
",",
"lambda",
"x",
":",
"x",
"in",
"_nodeprep_prohibited",
")",
")",
"check_bidi",
"(",
"chars",
")",
"if",
"not",
"allow_unassigned",
":",
"check_unassigned",
"(",
"chars",
",",
"(",
"stringprep",
".",
"in_table_a1",
",",
")",
")",
"return",
"\"\"",
".",
"join",
"(",
"chars",
")"
]
| Process the given `string` using the Nodeprep (`RFC 6122`_) profile. In the
error cases defined in `RFC 3454`_ (stringprep), a :class:`ValueError` is
raised. | [
"Process",
"the",
"given",
"string",
"using",
"the",
"Nodeprep",
"(",
"RFC",
"6122",
"_",
")",
"profile",
".",
"In",
"the",
"error",
"cases",
"defined",
"in",
"RFC",
"3454",
"_",
"(",
"stringprep",
")",
"a",
":",
"class",
":",
"ValueError",
"is",
"raised",
"."
]
| python | train | 26.918919 |
angr/angr | angr/analyses/backward_slice.py | https://github.com/angr/angr/blob/4e2f97d56af5419ee73bdb30482c8dd8ff5f3e40/angr/analyses/backward_slice.py#L561-L592 | def _map_to_cfg(self):
"""
Map our current slice to CFG.
Based on self._statements_per_run and self._exit_statements_per_run, this method will traverse the CFG and
check if there is any missing block on the path. If there is, the default exit of that missing block will be
included in the slice. This is because Slicecutor cannot skip individual basic blocks along a path.
"""
exit_statements_per_run = self.chosen_exits
new_exit_statements_per_run = defaultdict(list)
while len(exit_statements_per_run):
for block_address, exits in exit_statements_per_run.items():
for stmt_idx, exit_target in exits:
if exit_target not in self.chosen_exits:
# Oh we found one!
# The default exit should be taken no matter where it leads to
# Add it to the new set
tpl = (DEFAULT_STATEMENT, None)
if tpl not in new_exit_statements_per_run[exit_target]:
new_exit_statements_per_run[exit_target].append(tpl)
# Add the new ones to our global dict
for block_address, exits in new_exit_statements_per_run.items():
for ex in exits:
if ex not in self.chosen_exits[block_address]:
self.chosen_exits[block_address].append(ex)
# Switch them so we can process the new set
exit_statements_per_run = new_exit_statements_per_run
new_exit_statements_per_run = defaultdict(list) | [
"def",
"_map_to_cfg",
"(",
"self",
")",
":",
"exit_statements_per_run",
"=",
"self",
".",
"chosen_exits",
"new_exit_statements_per_run",
"=",
"defaultdict",
"(",
"list",
")",
"while",
"len",
"(",
"exit_statements_per_run",
")",
":",
"for",
"block_address",
",",
"exits",
"in",
"exit_statements_per_run",
".",
"items",
"(",
")",
":",
"for",
"stmt_idx",
",",
"exit_target",
"in",
"exits",
":",
"if",
"exit_target",
"not",
"in",
"self",
".",
"chosen_exits",
":",
"# Oh we found one!",
"# The default exit should be taken no matter where it leads to",
"# Add it to the new set",
"tpl",
"=",
"(",
"DEFAULT_STATEMENT",
",",
"None",
")",
"if",
"tpl",
"not",
"in",
"new_exit_statements_per_run",
"[",
"exit_target",
"]",
":",
"new_exit_statements_per_run",
"[",
"exit_target",
"]",
".",
"append",
"(",
"tpl",
")",
"# Add the new ones to our global dict",
"for",
"block_address",
",",
"exits",
"in",
"new_exit_statements_per_run",
".",
"items",
"(",
")",
":",
"for",
"ex",
"in",
"exits",
":",
"if",
"ex",
"not",
"in",
"self",
".",
"chosen_exits",
"[",
"block_address",
"]",
":",
"self",
".",
"chosen_exits",
"[",
"block_address",
"]",
".",
"append",
"(",
"ex",
")",
"# Switch them so we can process the new set",
"exit_statements_per_run",
"=",
"new_exit_statements_per_run",
"new_exit_statements_per_run",
"=",
"defaultdict",
"(",
"list",
")"
]
| Map our current slice to CFG.
Based on self._statements_per_run and self._exit_statements_per_run, this method will traverse the CFG and
check if there is any missing block on the path. If there is, the default exit of that missing block will be
included in the slice. This is because Slicecutor cannot skip individual basic blocks along a path. | [
"Map",
"our",
"current",
"slice",
"to",
"CFG",
"."
]
| python | train | 50.25 |
materialsproject/pymatgen | pymatgen/core/surface.py | https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/core/surface.py#L176-L268 | def get_tasker2_slabs(self, tol=0.01, same_species_only=True):
"""
Get a list of slabs that have been Tasker 2 corrected.
Args:
tol (float): Tolerance to determine if atoms are within same plane.
This is a fractional tolerance, not an absolute one.
same_species_only (bool): If True, only that are of the exact same
species as the atom at the outermost surface are considered for
moving. Otherwise, all atoms regardless of species that is
within tol are considered for moving. Default is True (usually
the desired behavior).
Returns:
([Slab]) List of tasker 2 corrected slabs.
"""
sites = list(self.sites)
slabs = []
sortedcsites = sorted(sites, key=lambda site: site.c)
# Determine what fraction the slab is of the total cell size in the
# c direction. Round to nearest rational number.
nlayers_total = int(round(self.lattice.c /
self.oriented_unit_cell.lattice.c))
nlayers_slab = int(round((sortedcsites[-1].c - sortedcsites[0].c)
* nlayers_total))
slab_ratio = nlayers_slab / nlayers_total
a = SpacegroupAnalyzer(self)
symm_structure = a.get_symmetrized_structure()
def equi_index(site):
for i, equi_sites in enumerate(symm_structure.equivalent_sites):
if site in equi_sites:
return i
raise ValueError("Cannot determine equi index!")
for surface_site, shift in [(sortedcsites[0], slab_ratio),
(sortedcsites[-1], -slab_ratio)]:
tomove = []
fixed = []
for site in sites:
if abs(site.c - surface_site.c) < tol and (
(not same_species_only) or
site.species == surface_site.species):
tomove.append(site)
else:
fixed.append(site)
# Sort and group the sites by the species and symmetry equivalence
tomove = sorted(tomove, key=lambda s: equi_index(s))
grouped = [list(sites) for k, sites in itertools.groupby(
tomove, key=lambda s: equi_index(s))]
if len(tomove) == 0 or any([len(g) % 2 != 0 for g in grouped]):
warnings.warn("Odd number of sites to divide! Try changing "
"the tolerance to ensure even division of "
"sites or create supercells in a or b directions "
"to allow for atoms to be moved!")
continue
combinations = []
for g in grouped:
combinations.append(
[c for c in itertools.combinations(g, int(len(g) / 2))])
for selection in itertools.product(*combinations):
species = [site.species for site in fixed]
fcoords = [site.frac_coords for site in fixed]
for s in tomove:
species.append(s.species)
for group in selection:
if s in group:
fcoords.append(s.frac_coords)
break
else:
# Move unselected atom to the opposite surface.
fcoords.append(s.frac_coords + [0, 0, shift])
# sort by species to put all similar species together.
sp_fcoord = sorted(zip(species, fcoords), key=lambda x: x[0])
species = [x[0] for x in sp_fcoord]
fcoords = [x[1] for x in sp_fcoord]
slab = Slab(self.lattice, species, fcoords, self.miller_index,
self.oriented_unit_cell, self.shift,
self.scale_factor, energy=self.energy,
reorient_lattice=self.reorient_lattice)
slabs.append(slab)
s = StructureMatcher()
unique = [ss[0] for ss in s.group_structures(slabs)]
return unique | [
"def",
"get_tasker2_slabs",
"(",
"self",
",",
"tol",
"=",
"0.01",
",",
"same_species_only",
"=",
"True",
")",
":",
"sites",
"=",
"list",
"(",
"self",
".",
"sites",
")",
"slabs",
"=",
"[",
"]",
"sortedcsites",
"=",
"sorted",
"(",
"sites",
",",
"key",
"=",
"lambda",
"site",
":",
"site",
".",
"c",
")",
"# Determine what fraction the slab is of the total cell size in the",
"# c direction. Round to nearest rational number.",
"nlayers_total",
"=",
"int",
"(",
"round",
"(",
"self",
".",
"lattice",
".",
"c",
"/",
"self",
".",
"oriented_unit_cell",
".",
"lattice",
".",
"c",
")",
")",
"nlayers_slab",
"=",
"int",
"(",
"round",
"(",
"(",
"sortedcsites",
"[",
"-",
"1",
"]",
".",
"c",
"-",
"sortedcsites",
"[",
"0",
"]",
".",
"c",
")",
"*",
"nlayers_total",
")",
")",
"slab_ratio",
"=",
"nlayers_slab",
"/",
"nlayers_total",
"a",
"=",
"SpacegroupAnalyzer",
"(",
"self",
")",
"symm_structure",
"=",
"a",
".",
"get_symmetrized_structure",
"(",
")",
"def",
"equi_index",
"(",
"site",
")",
":",
"for",
"i",
",",
"equi_sites",
"in",
"enumerate",
"(",
"symm_structure",
".",
"equivalent_sites",
")",
":",
"if",
"site",
"in",
"equi_sites",
":",
"return",
"i",
"raise",
"ValueError",
"(",
"\"Cannot determine equi index!\"",
")",
"for",
"surface_site",
",",
"shift",
"in",
"[",
"(",
"sortedcsites",
"[",
"0",
"]",
",",
"slab_ratio",
")",
",",
"(",
"sortedcsites",
"[",
"-",
"1",
"]",
",",
"-",
"slab_ratio",
")",
"]",
":",
"tomove",
"=",
"[",
"]",
"fixed",
"=",
"[",
"]",
"for",
"site",
"in",
"sites",
":",
"if",
"abs",
"(",
"site",
".",
"c",
"-",
"surface_site",
".",
"c",
")",
"<",
"tol",
"and",
"(",
"(",
"not",
"same_species_only",
")",
"or",
"site",
".",
"species",
"==",
"surface_site",
".",
"species",
")",
":",
"tomove",
".",
"append",
"(",
"site",
")",
"else",
":",
"fixed",
".",
"append",
"(",
"site",
")",
"# Sort and group the sites by the species and symmetry equivalence",
"tomove",
"=",
"sorted",
"(",
"tomove",
",",
"key",
"=",
"lambda",
"s",
":",
"equi_index",
"(",
"s",
")",
")",
"grouped",
"=",
"[",
"list",
"(",
"sites",
")",
"for",
"k",
",",
"sites",
"in",
"itertools",
".",
"groupby",
"(",
"tomove",
",",
"key",
"=",
"lambda",
"s",
":",
"equi_index",
"(",
"s",
")",
")",
"]",
"if",
"len",
"(",
"tomove",
")",
"==",
"0",
"or",
"any",
"(",
"[",
"len",
"(",
"g",
")",
"%",
"2",
"!=",
"0",
"for",
"g",
"in",
"grouped",
"]",
")",
":",
"warnings",
".",
"warn",
"(",
"\"Odd number of sites to divide! Try changing \"",
"\"the tolerance to ensure even division of \"",
"\"sites or create supercells in a or b directions \"",
"\"to allow for atoms to be moved!\"",
")",
"continue",
"combinations",
"=",
"[",
"]",
"for",
"g",
"in",
"grouped",
":",
"combinations",
".",
"append",
"(",
"[",
"c",
"for",
"c",
"in",
"itertools",
".",
"combinations",
"(",
"g",
",",
"int",
"(",
"len",
"(",
"g",
")",
"/",
"2",
")",
")",
"]",
")",
"for",
"selection",
"in",
"itertools",
".",
"product",
"(",
"*",
"combinations",
")",
":",
"species",
"=",
"[",
"site",
".",
"species",
"for",
"site",
"in",
"fixed",
"]",
"fcoords",
"=",
"[",
"site",
".",
"frac_coords",
"for",
"site",
"in",
"fixed",
"]",
"for",
"s",
"in",
"tomove",
":",
"species",
".",
"append",
"(",
"s",
".",
"species",
")",
"for",
"group",
"in",
"selection",
":",
"if",
"s",
"in",
"group",
":",
"fcoords",
".",
"append",
"(",
"s",
".",
"frac_coords",
")",
"break",
"else",
":",
"# Move unselected atom to the opposite surface.",
"fcoords",
".",
"append",
"(",
"s",
".",
"frac_coords",
"+",
"[",
"0",
",",
"0",
",",
"shift",
"]",
")",
"# sort by species to put all similar species together.",
"sp_fcoord",
"=",
"sorted",
"(",
"zip",
"(",
"species",
",",
"fcoords",
")",
",",
"key",
"=",
"lambda",
"x",
":",
"x",
"[",
"0",
"]",
")",
"species",
"=",
"[",
"x",
"[",
"0",
"]",
"for",
"x",
"in",
"sp_fcoord",
"]",
"fcoords",
"=",
"[",
"x",
"[",
"1",
"]",
"for",
"x",
"in",
"sp_fcoord",
"]",
"slab",
"=",
"Slab",
"(",
"self",
".",
"lattice",
",",
"species",
",",
"fcoords",
",",
"self",
".",
"miller_index",
",",
"self",
".",
"oriented_unit_cell",
",",
"self",
".",
"shift",
",",
"self",
".",
"scale_factor",
",",
"energy",
"=",
"self",
".",
"energy",
",",
"reorient_lattice",
"=",
"self",
".",
"reorient_lattice",
")",
"slabs",
".",
"append",
"(",
"slab",
")",
"s",
"=",
"StructureMatcher",
"(",
")",
"unique",
"=",
"[",
"ss",
"[",
"0",
"]",
"for",
"ss",
"in",
"s",
".",
"group_structures",
"(",
"slabs",
")",
"]",
"return",
"unique"
]
| Get a list of slabs that have been Tasker 2 corrected.
Args:
tol (float): Tolerance to determine if atoms are within same plane.
This is a fractional tolerance, not an absolute one.
same_species_only (bool): If True, only that are of the exact same
species as the atom at the outermost surface are considered for
moving. Otherwise, all atoms regardless of species that is
within tol are considered for moving. Default is True (usually
the desired behavior).
Returns:
([Slab]) List of tasker 2 corrected slabs. | [
"Get",
"a",
"list",
"of",
"slabs",
"that",
"have",
"been",
"Tasker",
"2",
"corrected",
"."
]
| python | train | 44.580645 |
googleapis/google-cloud-python | pubsub/google/cloud/pubsub_v1/subscriber/scheduler.py | https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/pubsub/google/cloud/pubsub_v1/subscriber/scheduler.py#L99-L110 | def schedule(self, callback, *args, **kwargs):
"""Schedule the callback to be called asynchronously in a thread pool.
Args:
callback (Callable): The function to call.
args: Positional arguments passed to the function.
kwargs: Key-word arguments passed to the function.
Returns:
None
"""
self._executor.submit(callback, *args, **kwargs) | [
"def",
"schedule",
"(",
"self",
",",
"callback",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"self",
".",
"_executor",
".",
"submit",
"(",
"callback",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")"
]
| Schedule the callback to be called asynchronously in a thread pool.
Args:
callback (Callable): The function to call.
args: Positional arguments passed to the function.
kwargs: Key-word arguments passed to the function.
Returns:
None | [
"Schedule",
"the",
"callback",
"to",
"be",
"called",
"asynchronously",
"in",
"a",
"thread",
"pool",
"."
]
| python | train | 34.5 |
tensorflow/cleverhans | cleverhans/attacks_tfe.py | https://github.com/tensorflow/cleverhans/blob/97488e215760547b81afc53f5e5de8ba7da5bd98/cleverhans/attacks_tfe.py#L128-L159 | def fgm(self, x, labels, targeted=False):
"""
TensorFlow Eager implementation of the Fast Gradient Method.
:param x: the input variable
:param targeted: Is the attack targeted or untargeted? Untargeted, the
default, will try to make the label incorrect.
Targeted will instead try to move in the direction
of being more like y.
:return: a tensor for the adversarial example
"""
# Compute loss
with tf.GradientTape() as tape:
# input should be watched because it may be
# combination of trainable and non-trainable variables
tape.watch(x)
loss_obj = LossCrossEntropy(self.model, smoothing=0.)
loss = loss_obj.fprop(x=x, y=labels)
if targeted:
loss = -loss
# Define gradient of loss wrt input
grad = tape.gradient(loss, x)
optimal_perturbation = attacks.optimize_linear(grad, self.eps, self.ord)
# Add perturbation to original example to obtain adversarial example
adv_x = x + optimal_perturbation
# If clipping is needed
# reset all values outside of [clip_min, clip_max]
if (self.clip_min is not None) and (self.clip_max is not None):
adv_x = tf.clip_by_value(adv_x, self.clip_min, self.clip_max)
return adv_x | [
"def",
"fgm",
"(",
"self",
",",
"x",
",",
"labels",
",",
"targeted",
"=",
"False",
")",
":",
"# Compute loss",
"with",
"tf",
".",
"GradientTape",
"(",
")",
"as",
"tape",
":",
"# input should be watched because it may be",
"# combination of trainable and non-trainable variables",
"tape",
".",
"watch",
"(",
"x",
")",
"loss_obj",
"=",
"LossCrossEntropy",
"(",
"self",
".",
"model",
",",
"smoothing",
"=",
"0.",
")",
"loss",
"=",
"loss_obj",
".",
"fprop",
"(",
"x",
"=",
"x",
",",
"y",
"=",
"labels",
")",
"if",
"targeted",
":",
"loss",
"=",
"-",
"loss",
"# Define gradient of loss wrt input",
"grad",
"=",
"tape",
".",
"gradient",
"(",
"loss",
",",
"x",
")",
"optimal_perturbation",
"=",
"attacks",
".",
"optimize_linear",
"(",
"grad",
",",
"self",
".",
"eps",
",",
"self",
".",
"ord",
")",
"# Add perturbation to original example to obtain adversarial example",
"adv_x",
"=",
"x",
"+",
"optimal_perturbation",
"# If clipping is needed",
"# reset all values outside of [clip_min, clip_max]",
"if",
"(",
"self",
".",
"clip_min",
"is",
"not",
"None",
")",
"and",
"(",
"self",
".",
"clip_max",
"is",
"not",
"None",
")",
":",
"adv_x",
"=",
"tf",
".",
"clip_by_value",
"(",
"adv_x",
",",
"self",
".",
"clip_min",
",",
"self",
".",
"clip_max",
")",
"return",
"adv_x"
]
| TensorFlow Eager implementation of the Fast Gradient Method.
:param x: the input variable
:param targeted: Is the attack targeted or untargeted? Untargeted, the
default, will try to make the label incorrect.
Targeted will instead try to move in the direction
of being more like y.
:return: a tensor for the adversarial example | [
"TensorFlow",
"Eager",
"implementation",
"of",
"the",
"Fast",
"Gradient",
"Method",
".",
":",
"param",
"x",
":",
"the",
"input",
"variable",
":",
"param",
"targeted",
":",
"Is",
"the",
"attack",
"targeted",
"or",
"untargeted?",
"Untargeted",
"the",
"default",
"will",
"try",
"to",
"make",
"the",
"label",
"incorrect",
".",
"Targeted",
"will",
"instead",
"try",
"to",
"move",
"in",
"the",
"direction",
"of",
"being",
"more",
"like",
"y",
".",
":",
"return",
":",
"a",
"tensor",
"for",
"the",
"adversarial",
"example"
]
| python | train | 39.40625 |
wummel/linkchecker | third_party/miniboa-r42/miniboa/telnet.py | https://github.com/wummel/linkchecker/blob/c2ce810c3fb00b895a841a7be6b2e78c64e7b042/third_party/miniboa-r42/miniboa/telnet.py#L344-L412 | def _iac_sniffer(self, byte):
"""
Watches incomming data for Telnet IAC sequences.
Passes the data, if any, with the IAC commands stripped to
_recv_byte().
"""
## Are we not currently in an IAC sequence coming from the DE?
if self.telnet_got_iac is False:
if byte == IAC:
## Well, we are now
self.telnet_got_iac = True
return
## Are we currenty in a sub-negotion?
elif self.telnet_got_sb is True:
## Sanity check on length
if len(self.telnet_sb_buffer) < 64:
self.telnet_sb_buffer += byte
else:
self.telnet_got_sb = False
self.telnet_sb_buffer = ""
return
else:
## Just a normal NVT character
self._recv_byte(byte)
return
## Byte handling when already in an IAC sequence sent from the DE
else:
## Did we get sent a second IAC?
if byte == IAC and self.telnet_got_sb is True:
## Must be an escaped 255 (IAC + IAC)
self.telnet_sb_buffer += byte
self.telnet_got_iac = False
return
## Do we already have an IAC + CMD?
elif self.telnet_got_cmd:
## Yes, so handle the option
self._three_byte_cmd(byte)
return
## We have IAC but no CMD
else:
## Is this the middle byte of a three-byte command?
if byte == DO:
self.telnet_got_cmd = DO
return
elif byte == DONT:
self.telnet_got_cmd = DONT
return
elif byte == WILL:
self.telnet_got_cmd = WILL
return
elif byte == WONT:
self.telnet_got_cmd = WONT
return
else:
## Nope, must be a two-byte command
self._two_byte_cmd(byte) | [
"def",
"_iac_sniffer",
"(",
"self",
",",
"byte",
")",
":",
"## Are we not currently in an IAC sequence coming from the DE?",
"if",
"self",
".",
"telnet_got_iac",
"is",
"False",
":",
"if",
"byte",
"==",
"IAC",
":",
"## Well, we are now",
"self",
".",
"telnet_got_iac",
"=",
"True",
"return",
"## Are we currenty in a sub-negotion?",
"elif",
"self",
".",
"telnet_got_sb",
"is",
"True",
":",
"## Sanity check on length",
"if",
"len",
"(",
"self",
".",
"telnet_sb_buffer",
")",
"<",
"64",
":",
"self",
".",
"telnet_sb_buffer",
"+=",
"byte",
"else",
":",
"self",
".",
"telnet_got_sb",
"=",
"False",
"self",
".",
"telnet_sb_buffer",
"=",
"\"\"",
"return",
"else",
":",
"## Just a normal NVT character",
"self",
".",
"_recv_byte",
"(",
"byte",
")",
"return",
"## Byte handling when already in an IAC sequence sent from the DE",
"else",
":",
"## Did we get sent a second IAC?",
"if",
"byte",
"==",
"IAC",
"and",
"self",
".",
"telnet_got_sb",
"is",
"True",
":",
"## Must be an escaped 255 (IAC + IAC)",
"self",
".",
"telnet_sb_buffer",
"+=",
"byte",
"self",
".",
"telnet_got_iac",
"=",
"False",
"return",
"## Do we already have an IAC + CMD?",
"elif",
"self",
".",
"telnet_got_cmd",
":",
"## Yes, so handle the option",
"self",
".",
"_three_byte_cmd",
"(",
"byte",
")",
"return",
"## We have IAC but no CMD",
"else",
":",
"## Is this the middle byte of a three-byte command?",
"if",
"byte",
"==",
"DO",
":",
"self",
".",
"telnet_got_cmd",
"=",
"DO",
"return",
"elif",
"byte",
"==",
"DONT",
":",
"self",
".",
"telnet_got_cmd",
"=",
"DONT",
"return",
"elif",
"byte",
"==",
"WILL",
":",
"self",
".",
"telnet_got_cmd",
"=",
"WILL",
"return",
"elif",
"byte",
"==",
"WONT",
":",
"self",
".",
"telnet_got_cmd",
"=",
"WONT",
"return",
"else",
":",
"## Nope, must be a two-byte command",
"self",
".",
"_two_byte_cmd",
"(",
"byte",
")"
]
| Watches incomming data for Telnet IAC sequences.
Passes the data, if any, with the IAC commands stripped to
_recv_byte(). | [
"Watches",
"incomming",
"data",
"for",
"Telnet",
"IAC",
"sequences",
".",
"Passes",
"the",
"data",
"if",
"any",
"with",
"the",
"IAC",
"commands",
"stripped",
"to",
"_recv_byte",
"()",
"."
]
| python | train | 30.768116 |
eerimoq/textparser | textparser.py | https://github.com/eerimoq/textparser/blob/5f158210cfd3a20b19775191e92f22a13054a852/textparser.py#L730-L741 | def tokenize_init(spec):
"""Initialize a tokenizer. Should only be called by the
:func:`~textparser.Parser.tokenize` method in the parser.
"""
tokens = [Token('__SOF__', '__SOF__', 0)]
re_token = '|'.join([
'(?P<{}>{})'.format(name, regex) for name, regex in spec
])
return tokens, re_token | [
"def",
"tokenize_init",
"(",
"spec",
")",
":",
"tokens",
"=",
"[",
"Token",
"(",
"'__SOF__'",
",",
"'__SOF__'",
",",
"0",
")",
"]",
"re_token",
"=",
"'|'",
".",
"join",
"(",
"[",
"'(?P<{}>{})'",
".",
"format",
"(",
"name",
",",
"regex",
")",
"for",
"name",
",",
"regex",
"in",
"spec",
"]",
")",
"return",
"tokens",
",",
"re_token"
]
| Initialize a tokenizer. Should only be called by the
:func:`~textparser.Parser.tokenize` method in the parser. | [
"Initialize",
"a",
"tokenizer",
".",
"Should",
"only",
"be",
"called",
"by",
"the",
":",
"func",
":",
"~textparser",
".",
"Parser",
".",
"tokenize",
"method",
"in",
"the",
"parser",
"."
]
| python | train | 26.5 |
RLBot/RLBot | src/main/python/rlbot/gui/qt_root.py | https://github.com/RLBot/RLBot/blob/3f9b6bec8b9baf4dcfff0f6cf3103c8744ac6234/src/main/python/rlbot/gui/qt_root.py#L603-L641 | def load_agent(self, overall_index: int=None):
"""
Loads all data for overall_index from the overall config and also loads both presets
:param overall_index: the index of the targeted agent
:return agent: an Agent (gui_agent) class with all loaded values
"""
if not self.index_manager.has_free_slots():
return None
if overall_index is None:
overall_index = self.index_manager.get_new_index()
else:
self.index_manager.use_index(overall_index)
agent = self.add_agent(overall_index=overall_index)
path_in_overall_config = agent.get_agent_config_path()
if path_in_overall_config is None:
# Fall back to the path of the first agent if there's nothing configured.
path_in_overall_config = self.overall_config.getpath(PARTICIPANT_CONFIGURATION_HEADER,
PARTICIPANT_CONFIG_KEY, 0)
agent_preset = self.add_agent_preset(path_in_overall_config)
agent.set_agent_preset(agent_preset)
agent.set_name(agent_preset.config.get(BOT_CONFIG_MODULE_HEADER, BOT_NAME_KEY))
# Add the preset's loadout as a loadout
own_loadout = self.add_loadout_preset(agent_preset.looks_path)
# Agent has a loadout defined in overall config, load that if it is not None
loadout_file_in_overall_config = self.overall_config.get(PARTICIPANT_CONFIGURATION_HEADER,
PARTICIPANT_LOADOUT_CONFIG_KEY, overall_index)
if loadout_file_in_overall_config is None or loadout_file_in_overall_config == "None":
agent.set_loadout_preset(own_loadout)
else:
directory = get_python_root()
file_path = loadout_file_in_overall_config
loadout_file_in_overall_config = os.path.realpath(os.path.join(directory, file_path))
loadout_preset = self.add_loadout_preset(loadout_file_in_overall_config)
agent.set_loadout_preset(loadout_preset)
return agent | [
"def",
"load_agent",
"(",
"self",
",",
"overall_index",
":",
"int",
"=",
"None",
")",
":",
"if",
"not",
"self",
".",
"index_manager",
".",
"has_free_slots",
"(",
")",
":",
"return",
"None",
"if",
"overall_index",
"is",
"None",
":",
"overall_index",
"=",
"self",
".",
"index_manager",
".",
"get_new_index",
"(",
")",
"else",
":",
"self",
".",
"index_manager",
".",
"use_index",
"(",
"overall_index",
")",
"agent",
"=",
"self",
".",
"add_agent",
"(",
"overall_index",
"=",
"overall_index",
")",
"path_in_overall_config",
"=",
"agent",
".",
"get_agent_config_path",
"(",
")",
"if",
"path_in_overall_config",
"is",
"None",
":",
"# Fall back to the path of the first agent if there's nothing configured.",
"path_in_overall_config",
"=",
"self",
".",
"overall_config",
".",
"getpath",
"(",
"PARTICIPANT_CONFIGURATION_HEADER",
",",
"PARTICIPANT_CONFIG_KEY",
",",
"0",
")",
"agent_preset",
"=",
"self",
".",
"add_agent_preset",
"(",
"path_in_overall_config",
")",
"agent",
".",
"set_agent_preset",
"(",
"agent_preset",
")",
"agent",
".",
"set_name",
"(",
"agent_preset",
".",
"config",
".",
"get",
"(",
"BOT_CONFIG_MODULE_HEADER",
",",
"BOT_NAME_KEY",
")",
")",
"# Add the preset's loadout as a loadout",
"own_loadout",
"=",
"self",
".",
"add_loadout_preset",
"(",
"agent_preset",
".",
"looks_path",
")",
"# Agent has a loadout defined in overall config, load that if it is not None",
"loadout_file_in_overall_config",
"=",
"self",
".",
"overall_config",
".",
"get",
"(",
"PARTICIPANT_CONFIGURATION_HEADER",
",",
"PARTICIPANT_LOADOUT_CONFIG_KEY",
",",
"overall_index",
")",
"if",
"loadout_file_in_overall_config",
"is",
"None",
"or",
"loadout_file_in_overall_config",
"==",
"\"None\"",
":",
"agent",
".",
"set_loadout_preset",
"(",
"own_loadout",
")",
"else",
":",
"directory",
"=",
"get_python_root",
"(",
")",
"file_path",
"=",
"loadout_file_in_overall_config",
"loadout_file_in_overall_config",
"=",
"os",
".",
"path",
".",
"realpath",
"(",
"os",
".",
"path",
".",
"join",
"(",
"directory",
",",
"file_path",
")",
")",
"loadout_preset",
"=",
"self",
".",
"add_loadout_preset",
"(",
"loadout_file_in_overall_config",
")",
"agent",
".",
"set_loadout_preset",
"(",
"loadout_preset",
")",
"return",
"agent"
]
| Loads all data for overall_index from the overall config and also loads both presets
:param overall_index: the index of the targeted agent
:return agent: an Agent (gui_agent) class with all loaded values | [
"Loads",
"all",
"data",
"for",
"overall_index",
"from",
"the",
"overall",
"config",
"and",
"also",
"loads",
"both",
"presets",
":",
"param",
"overall_index",
":",
"the",
"index",
"of",
"the",
"targeted",
"agent",
":",
"return",
"agent",
":",
"an",
"Agent",
"(",
"gui_agent",
")",
"class",
"with",
"all",
"loaded",
"values"
]
| python | train | 52.871795 |
aliyun/aliyun-odps-python-sdk | odps/ml/algolib/objects.py | https://github.com/aliyun/aliyun-odps-python-sdk/blob/4b0de18f5864386df6068f26f026e62f932c41e4/odps/ml/algolib/objects.py#L356-L368 | def add_port(self, port):
"""
Add a port object to the definition
:param port: port definition
:type port: PortDef
"""
self.ports.append(port)
if port.io_type not in self.port_seqs:
self.port_seqs[port.io_type] = 0
self.port_seqs[port.io_type] += 1
port.sequence = self.port_seqs[port.io_type]
return self | [
"def",
"add_port",
"(",
"self",
",",
"port",
")",
":",
"self",
".",
"ports",
".",
"append",
"(",
"port",
")",
"if",
"port",
".",
"io_type",
"not",
"in",
"self",
".",
"port_seqs",
":",
"self",
".",
"port_seqs",
"[",
"port",
".",
"io_type",
"]",
"=",
"0",
"self",
".",
"port_seqs",
"[",
"port",
".",
"io_type",
"]",
"+=",
"1",
"port",
".",
"sequence",
"=",
"self",
".",
"port_seqs",
"[",
"port",
".",
"io_type",
"]",
"return",
"self"
]
| Add a port object to the definition
:param port: port definition
:type port: PortDef | [
"Add",
"a",
"port",
"object",
"to",
"the",
"definition"
]
| python | train | 29.692308 |
MisterY/gnucash-portfolio | gnucash_portfolio/lib/generic.py | https://github.com/MisterY/gnucash-portfolio/blob/bfaad8345a5479d1cd111acee1939e25c2a638c2/gnucash_portfolio/lib/generic.py#L82-L94 | def run_report_from_console(output_file_name, callback):
"""
Runs the report from the command line. Receives the book url from the console.
"""
print("The report uses a read-only access to the book.")
print("Now enter the data or ^Z to continue:")
#report_method = kwargs["report_method"]
result = callback()
#output_file_name = kwargs["output_file_name"]
output = save_to_temp(result, output_file_name)
webbrowser.open(output) | [
"def",
"run_report_from_console",
"(",
"output_file_name",
",",
"callback",
")",
":",
"print",
"(",
"\"The report uses a read-only access to the book.\"",
")",
"print",
"(",
"\"Now enter the data or ^Z to continue:\"",
")",
"#report_method = kwargs[\"report_method\"]",
"result",
"=",
"callback",
"(",
")",
"#output_file_name = kwargs[\"output_file_name\"]",
"output",
"=",
"save_to_temp",
"(",
"result",
",",
"output_file_name",
")",
"webbrowser",
".",
"open",
"(",
"output",
")"
]
| Runs the report from the command line. Receives the book url from the console. | [
"Runs",
"the",
"report",
"from",
"the",
"command",
"line",
".",
"Receives",
"the",
"book",
"url",
"from",
"the",
"console",
"."
]
| python | train | 35.153846 |
juju/charm-helpers | charmhelpers/core/hookenv.py | https://github.com/juju/charm-helpers/blob/aa785c40c3b7a8c69dbfbc7921d6b9f30142e171/charmhelpers/core/hookenv.py#L429-L445 | def relation_get(attribute=None, unit=None, rid=None):
"""Get relation information"""
_args = ['relation-get', '--format=json']
if rid:
_args.append('-r')
_args.append(rid)
_args.append(attribute or '-')
if unit:
_args.append(unit)
try:
return json.loads(subprocess.check_output(_args).decode('UTF-8'))
except ValueError:
return None
except CalledProcessError as e:
if e.returncode == 2:
return None
raise | [
"def",
"relation_get",
"(",
"attribute",
"=",
"None",
",",
"unit",
"=",
"None",
",",
"rid",
"=",
"None",
")",
":",
"_args",
"=",
"[",
"'relation-get'",
",",
"'--format=json'",
"]",
"if",
"rid",
":",
"_args",
".",
"append",
"(",
"'-r'",
")",
"_args",
".",
"append",
"(",
"rid",
")",
"_args",
".",
"append",
"(",
"attribute",
"or",
"'-'",
")",
"if",
"unit",
":",
"_args",
".",
"append",
"(",
"unit",
")",
"try",
":",
"return",
"json",
".",
"loads",
"(",
"subprocess",
".",
"check_output",
"(",
"_args",
")",
".",
"decode",
"(",
"'UTF-8'",
")",
")",
"except",
"ValueError",
":",
"return",
"None",
"except",
"CalledProcessError",
"as",
"e",
":",
"if",
"e",
".",
"returncode",
"==",
"2",
":",
"return",
"None",
"raise"
]
| Get relation information | [
"Get",
"relation",
"information"
]
| python | train | 28.764706 |
gwastro/pycbc | pycbc/psd/__init__.py | https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/psd/__init__.py#L537-L556 | def associate_psds_to_multi_ifo_segments(opt, fd_segments, gwstrain, flen,
delta_f, flow, ifos,
dyn_range_factor=1., precision=None):
"""
Associate PSDs to segments for all ifos when using the multi-detector CLI
"""
for ifo in ifos:
if gwstrain is not None:
strain = gwstrain[ifo]
else:
strain = None
if fd_segments is not None:
segments = fd_segments[ifo]
else:
segments = None
associate_psds_to_single_ifo_segments(opt, segments, strain, flen,
delta_f, flow, ifo, dyn_range_factor=dyn_range_factor,
precision=precision) | [
"def",
"associate_psds_to_multi_ifo_segments",
"(",
"opt",
",",
"fd_segments",
",",
"gwstrain",
",",
"flen",
",",
"delta_f",
",",
"flow",
",",
"ifos",
",",
"dyn_range_factor",
"=",
"1.",
",",
"precision",
"=",
"None",
")",
":",
"for",
"ifo",
"in",
"ifos",
":",
"if",
"gwstrain",
"is",
"not",
"None",
":",
"strain",
"=",
"gwstrain",
"[",
"ifo",
"]",
"else",
":",
"strain",
"=",
"None",
"if",
"fd_segments",
"is",
"not",
"None",
":",
"segments",
"=",
"fd_segments",
"[",
"ifo",
"]",
"else",
":",
"segments",
"=",
"None",
"associate_psds_to_single_ifo_segments",
"(",
"opt",
",",
"segments",
",",
"strain",
",",
"flen",
",",
"delta_f",
",",
"flow",
",",
"ifo",
",",
"dyn_range_factor",
"=",
"dyn_range_factor",
",",
"precision",
"=",
"precision",
")"
]
| Associate PSDs to segments for all ifos when using the multi-detector CLI | [
"Associate",
"PSDs",
"to",
"segments",
"for",
"all",
"ifos",
"when",
"using",
"the",
"multi",
"-",
"detector",
"CLI"
]
| python | train | 36.1 |
mdickinson/bigfloat | fabfile.py | https://github.com/mdickinson/bigfloat/blob/e5fdd1048615191ed32a2b7460e14b3b3ff24662/fabfile.py#L12-L21 | def build(python=PYTHON):
"""Build the bigfloat library for in-place testing."""
clean()
local(
"LIBRARY_PATH={library_path} CPATH={include_path} {python} "
"setup.py build_ext --inplace".format(
library_path=LIBRARY_PATH,
include_path=INCLUDE_PATH,
python=python,
)) | [
"def",
"build",
"(",
"python",
"=",
"PYTHON",
")",
":",
"clean",
"(",
")",
"local",
"(",
"\"LIBRARY_PATH={library_path} CPATH={include_path} {python} \"",
"\"setup.py build_ext --inplace\"",
".",
"format",
"(",
"library_path",
"=",
"LIBRARY_PATH",
",",
"include_path",
"=",
"INCLUDE_PATH",
",",
"python",
"=",
"python",
",",
")",
")"
]
| Build the bigfloat library for in-place testing. | [
"Build",
"the",
"bigfloat",
"library",
"for",
"in",
"-",
"place",
"testing",
"."
]
| python | train | 33 |
icometrix/dicom2nifti | dicom2nifti/convert_siemens.py | https://github.com/icometrix/dicom2nifti/blob/1462ae5dd979fa3f276fe7a78ceb9b028121536f/dicom2nifti/convert_siemens.py#L69-L88 | def _is_mosaic(dicom_input):
"""
Use this function to detect if a dicom series is a siemens 4d dataset
NOTE: Only the first slice will be checked so you can only provide an already sorted dicom directory
(containing one series)
"""
# for grouped dicoms
if type(dicom_input) is list and type(dicom_input[0]) is list:
header = dicom_input[0][0]
else: # all the others
header = dicom_input[0]
# check if image type contains m and mosaic
if 'ImageType' not in header or 'MOSAIC' not in header.ImageType:
return False
if 'AcquisitionMatrix' not in header or header.AcquisitionMatrix is None:
return False
return True | [
"def",
"_is_mosaic",
"(",
"dicom_input",
")",
":",
"# for grouped dicoms",
"if",
"type",
"(",
"dicom_input",
")",
"is",
"list",
"and",
"type",
"(",
"dicom_input",
"[",
"0",
"]",
")",
"is",
"list",
":",
"header",
"=",
"dicom_input",
"[",
"0",
"]",
"[",
"0",
"]",
"else",
":",
"# all the others",
"header",
"=",
"dicom_input",
"[",
"0",
"]",
"# check if image type contains m and mosaic",
"if",
"'ImageType'",
"not",
"in",
"header",
"or",
"'MOSAIC'",
"not",
"in",
"header",
".",
"ImageType",
":",
"return",
"False",
"if",
"'AcquisitionMatrix'",
"not",
"in",
"header",
"or",
"header",
".",
"AcquisitionMatrix",
"is",
"None",
":",
"return",
"False",
"return",
"True"
]
| Use this function to detect if a dicom series is a siemens 4d dataset
NOTE: Only the first slice will be checked so you can only provide an already sorted dicom directory
(containing one series) | [
"Use",
"this",
"function",
"to",
"detect",
"if",
"a",
"dicom",
"series",
"is",
"a",
"siemens",
"4d",
"dataset",
"NOTE",
":",
"Only",
"the",
"first",
"slice",
"will",
"be",
"checked",
"so",
"you",
"can",
"only",
"provide",
"an",
"already",
"sorted",
"dicom",
"directory",
"(",
"containing",
"one",
"series",
")"
]
| python | train | 33.8 |
CivicSpleen/ckcache | ckcache/s3.py | https://github.com/CivicSpleen/ckcache/blob/0c699b6ba97ff164e9702504f0e1643dd4cd39e1/ckcache/s3.py#L423-L428 | def remove(self, rel_path, propagate=False):
'''Delete the file from the cache, and from the upstream'''
key = self._get_boto_key(rel_path)
if key:
key.delete() | [
"def",
"remove",
"(",
"self",
",",
"rel_path",
",",
"propagate",
"=",
"False",
")",
":",
"key",
"=",
"self",
".",
"_get_boto_key",
"(",
"rel_path",
")",
"if",
"key",
":",
"key",
".",
"delete",
"(",
")"
]
| Delete the file from the cache, and from the upstream | [
"Delete",
"the",
"file",
"from",
"the",
"cache",
"and",
"from",
"the",
"upstream"
]
| python | train | 32 |
ministryofjustice/money-to-prisoners-common | mtp_common/build_tasks/executor.py | https://github.com/ministryofjustice/money-to-prisoners-common/blob/33c43a2912cb990d9148da7c8718f480f07d90a1/mtp_common/build_tasks/executor.py#L314-L330 | def consume_arguments(self, argument_list):
"""
Takes arguments from a list while this parameter can accept them
"""
if len(argument_list) == 0:
return []
if argument_list[0] == self.arg_name:
argument_list = argument_list[1:]
if self.constraint is bool:
self.value = not self.value
else:
try:
value = argument_list.pop(0)
except IndexError:
raise ParameterError('Argument %s expects a value' % self.arg_name)
self.value = value
return argument_list | [
"def",
"consume_arguments",
"(",
"self",
",",
"argument_list",
")",
":",
"if",
"len",
"(",
"argument_list",
")",
"==",
"0",
":",
"return",
"[",
"]",
"if",
"argument_list",
"[",
"0",
"]",
"==",
"self",
".",
"arg_name",
":",
"argument_list",
"=",
"argument_list",
"[",
"1",
":",
"]",
"if",
"self",
".",
"constraint",
"is",
"bool",
":",
"self",
".",
"value",
"=",
"not",
"self",
".",
"value",
"else",
":",
"try",
":",
"value",
"=",
"argument_list",
".",
"pop",
"(",
"0",
")",
"except",
"IndexError",
":",
"raise",
"ParameterError",
"(",
"'Argument %s expects a value'",
"%",
"self",
".",
"arg_name",
")",
"self",
".",
"value",
"=",
"value",
"return",
"argument_list"
]
| Takes arguments from a list while this parameter can accept them | [
"Takes",
"arguments",
"from",
"a",
"list",
"while",
"this",
"parameter",
"can",
"accept",
"them"
]
| python | train | 37.235294 |
SteveMcGrath/pySecurityCenter | securitycenter/sc4.py | https://github.com/SteveMcGrath/pySecurityCenter/blob/f0b10b1bcd4fd23a8d4d09ca6774cdf5e1cfd880/securitycenter/sc4.py#L837-L863 | def asset_create(self, name, items, tag='', description='', atype='static'):
'''asset_create_static name, ips, tags, description
Create a new asset list with the defined information.
UN-DOCUMENTED CALL: This function is not considered stable.
:param name: asset list name (must be unique)
:type name: string
:param items: list of IP Addresses, CIDR, and Network Ranges
:type items: list
:param tag: The tag associate to the asset list
:type tag: string
:param description: The Asset List description
:type description: string
'''
data = {
'name': name,
'description': description,
'type': atype,
'tags': tag
}
if atype == 'static':
data['definedIPs'] = ','.join(items)
if atype == 'dns':
data['type'] = 'dnsname'
data['definedDNSNames'] = ' '.join(items)
return self.raw_query('asset', 'add', data=data) | [
"def",
"asset_create",
"(",
"self",
",",
"name",
",",
"items",
",",
"tag",
"=",
"''",
",",
"description",
"=",
"''",
",",
"atype",
"=",
"'static'",
")",
":",
"data",
"=",
"{",
"'name'",
":",
"name",
",",
"'description'",
":",
"description",
",",
"'type'",
":",
"atype",
",",
"'tags'",
":",
"tag",
"}",
"if",
"atype",
"==",
"'static'",
":",
"data",
"[",
"'definedIPs'",
"]",
"=",
"','",
".",
"join",
"(",
"items",
")",
"if",
"atype",
"==",
"'dns'",
":",
"data",
"[",
"'type'",
"]",
"=",
"'dnsname'",
"data",
"[",
"'definedDNSNames'",
"]",
"=",
"' '",
".",
"join",
"(",
"items",
")",
"return",
"self",
".",
"raw_query",
"(",
"'asset'",
",",
"'add'",
",",
"data",
"=",
"data",
")"
]
| asset_create_static name, ips, tags, description
Create a new asset list with the defined information.
UN-DOCUMENTED CALL: This function is not considered stable.
:param name: asset list name (must be unique)
:type name: string
:param items: list of IP Addresses, CIDR, and Network Ranges
:type items: list
:param tag: The tag associate to the asset list
:type tag: string
:param description: The Asset List description
:type description: string | [
"asset_create_static",
"name",
"ips",
"tags",
"description",
"Create",
"a",
"new",
"asset",
"list",
"with",
"the",
"defined",
"information",
"."
]
| python | train | 37 |
olitheolix/qtmacs | qtmacs/qtmacsmain.py | https://github.com/olitheolix/qtmacs/blob/36253b082b82590f183fe154b053eb3a1e741be2/qtmacs/qtmacsmain.py#L1672-L1809 | def qteNextApplet(self, numSkip: int=1, ofsApp: (QtmacsApplet, str)=None,
skipInvisible: bool=True, skipVisible: bool=False,
skipMiniApplet: bool=True,
windowObj: QtmacsWindow=None):
"""
Return the next applet in cyclic order.
If ``ofsApp=None`` then start cycling at the currently active
applet. If ``ofsApp`` does not fit the selection criteria,
then the cycling starts at the next applet in cyclic order
that does.
The returned applet is ``numSkip`` items in cyclic order away
from the offset applet. If ``numSkip`` is positive traverse
the applet list forwards, otherwise backwards.
The method supports the following Boolean selection criteria:
* ``skipInvisible``: ignore all invisible applets.
* ``skipVisible``: ignore all visible applets.
* ``skipMiniApplet``: ignore the mini applet applet.
The ``ofsApp`` parameter can either be an instance of
``QtmacsApplet`` or a string denoting an applet ID. In the
latter case the ``qteGetAppletHandle`` method is used to fetch
the respective applet instance.
|Args|
* ``numSkip`` (**int**): number of applets to skip.
* ``ofsApp`` (**QtmacsApplet**, **str**): applet from where to
start counting.
* ``skipInvisible`` (**bool**): whether or not to skip currently
not shown applets.
* ``skipVisible`` (**bool**): whether or not to skip currently
shown applets.
* ``skipMiniApplet`` (**bool**): whether or not to skip the mini
applet.
* ``windowObj`` (**QtmacsWindow**): the window to use when looking
for applets. If **None**, then search in all windows.
|Returns|
* **QtmacsApplet**: either the next applet that fits the criteria,
or **None** if no such applet exists.
|Raises|
* **QtmacsArgumentError** if at least one argument has an invalid type.
"""
# If ``applet`` was specified by its ID (ie. a string) then
# fetch the associated ``QtmacsApplet`` instance. If
# ``applet`` is already an instance of ``QtmacsApplet`` then
# use it directly.
if isinstance(ofsApp, str):
ofsApp = self.qteGetAppletHandle(ofsApp)
# Return immediately if the applet list is empty.
if len(self._qteAppletList) == 0:
return None
# Sanity check: if the user requests applets that are neither
# visible nor invisible then return immediately because no
# such applet can possibly exist.
if skipVisible and skipInvisible:
return None
# Make a copy of the applet list.
appList = list(self._qteAppletList)
# Remove all invisible applets from the list if the
# skipInvisible flag is set.
if skipInvisible:
appList = [app for app in appList if app.qteIsVisible()]
# From the list of (now guaranteed visible) applets remove
# all those that are not in the specified window.
if windowObj is not None:
appList = [app for app in appList
if app.qteParentWindow() == windowObj]
# Remove all visible applets from the list if the
# skipInvisible flag is set.
if skipVisible:
appList = [app for app in appList if not app.qteIsVisible()]
# If the mini-buffer is to be skipped remove it (if a custom
# mini applet even exists).
if skipMiniApplet:
if self._qteMiniApplet in appList:
appList.remove(self._qteMiniApplet)
# Return immediately if no applet satisfied all criteria.
if len(appList) == 0:
return None
# If no offset applet was given use the currently active one.
if ofsApp is None:
ofsApp = self._qteActiveApplet
if ofsApp in self._qteAppletList:
# Determine if the offset applet is part of the pruned
# list.
if ofsApp in appList:
# Yes: determine its index in the list.
ofsIdx = appList.index(ofsApp)
else:
# No: traverse all applets until one is found that is
# also part of the pruned list (start at ofsIdx). Then
# determine its index in the list.
ofsIdx = self._qteAppletList.index(ofsApp)
glob_list = self._qteAppletList[ofsIdx:]
glob_list += self._qteAppletList[:ofsIdx]
# Compile the intersection between the global and pruned list.
ofsIdx = [appList.index(_) for _ in glob_list if _ in appList]
if len(ofsIdx) == 0:
msg = ('No match between global and local applet list'
' --> Bug.')
self.qteLogger.error(msg, stack_info=True)
return None
else:
# Pick the first match.
ofsIdx = ofsIdx[0]
else:
# The offset applet does not exist, eg. because the user
# supplied a handle that does not point to an applet or
# we are called from qteKillApplet to replace the just
# removed (and active) applet.
ofsIdx = 0
# Compute the index of the next applet and wrap around the
# list if necessary.
ofsIdx = (ofsIdx + numSkip) % len(appList)
# Return a handle to the applet that meets the specified
# criteria.
return appList[ofsIdx] | [
"def",
"qteNextApplet",
"(",
"self",
",",
"numSkip",
":",
"int",
"=",
"1",
",",
"ofsApp",
":",
"(",
"QtmacsApplet",
",",
"str",
")",
"=",
"None",
",",
"skipInvisible",
":",
"bool",
"=",
"True",
",",
"skipVisible",
":",
"bool",
"=",
"False",
",",
"skipMiniApplet",
":",
"bool",
"=",
"True",
",",
"windowObj",
":",
"QtmacsWindow",
"=",
"None",
")",
":",
"# If ``applet`` was specified by its ID (ie. a string) then",
"# fetch the associated ``QtmacsApplet`` instance. If",
"# ``applet`` is already an instance of ``QtmacsApplet`` then",
"# use it directly.",
"if",
"isinstance",
"(",
"ofsApp",
",",
"str",
")",
":",
"ofsApp",
"=",
"self",
".",
"qteGetAppletHandle",
"(",
"ofsApp",
")",
"# Return immediately if the applet list is empty.",
"if",
"len",
"(",
"self",
".",
"_qteAppletList",
")",
"==",
"0",
":",
"return",
"None",
"# Sanity check: if the user requests applets that are neither",
"# visible nor invisible then return immediately because no",
"# such applet can possibly exist.",
"if",
"skipVisible",
"and",
"skipInvisible",
":",
"return",
"None",
"# Make a copy of the applet list.",
"appList",
"=",
"list",
"(",
"self",
".",
"_qteAppletList",
")",
"# Remove all invisible applets from the list if the",
"# skipInvisible flag is set.",
"if",
"skipInvisible",
":",
"appList",
"=",
"[",
"app",
"for",
"app",
"in",
"appList",
"if",
"app",
".",
"qteIsVisible",
"(",
")",
"]",
"# From the list of (now guaranteed visible) applets remove",
"# all those that are not in the specified window.",
"if",
"windowObj",
"is",
"not",
"None",
":",
"appList",
"=",
"[",
"app",
"for",
"app",
"in",
"appList",
"if",
"app",
".",
"qteParentWindow",
"(",
")",
"==",
"windowObj",
"]",
"# Remove all visible applets from the list if the",
"# skipInvisible flag is set.",
"if",
"skipVisible",
":",
"appList",
"=",
"[",
"app",
"for",
"app",
"in",
"appList",
"if",
"not",
"app",
".",
"qteIsVisible",
"(",
")",
"]",
"# If the mini-buffer is to be skipped remove it (if a custom",
"# mini applet even exists).",
"if",
"skipMiniApplet",
":",
"if",
"self",
".",
"_qteMiniApplet",
"in",
"appList",
":",
"appList",
".",
"remove",
"(",
"self",
".",
"_qteMiniApplet",
")",
"# Return immediately if no applet satisfied all criteria.",
"if",
"len",
"(",
"appList",
")",
"==",
"0",
":",
"return",
"None",
"# If no offset applet was given use the currently active one.",
"if",
"ofsApp",
"is",
"None",
":",
"ofsApp",
"=",
"self",
".",
"_qteActiveApplet",
"if",
"ofsApp",
"in",
"self",
".",
"_qteAppletList",
":",
"# Determine if the offset applet is part of the pruned",
"# list.",
"if",
"ofsApp",
"in",
"appList",
":",
"# Yes: determine its index in the list.",
"ofsIdx",
"=",
"appList",
".",
"index",
"(",
"ofsApp",
")",
"else",
":",
"# No: traverse all applets until one is found that is",
"# also part of the pruned list (start at ofsIdx). Then",
"# determine its index in the list.",
"ofsIdx",
"=",
"self",
".",
"_qteAppletList",
".",
"index",
"(",
"ofsApp",
")",
"glob_list",
"=",
"self",
".",
"_qteAppletList",
"[",
"ofsIdx",
":",
"]",
"glob_list",
"+=",
"self",
".",
"_qteAppletList",
"[",
":",
"ofsIdx",
"]",
"# Compile the intersection between the global and pruned list.",
"ofsIdx",
"=",
"[",
"appList",
".",
"index",
"(",
"_",
")",
"for",
"_",
"in",
"glob_list",
"if",
"_",
"in",
"appList",
"]",
"if",
"len",
"(",
"ofsIdx",
")",
"==",
"0",
":",
"msg",
"=",
"(",
"'No match between global and local applet list'",
"' --> Bug.'",
")",
"self",
".",
"qteLogger",
".",
"error",
"(",
"msg",
",",
"stack_info",
"=",
"True",
")",
"return",
"None",
"else",
":",
"# Pick the first match.",
"ofsIdx",
"=",
"ofsIdx",
"[",
"0",
"]",
"else",
":",
"# The offset applet does not exist, eg. because the user",
"# supplied a handle that does not point to an applet or",
"# we are called from qteKillApplet to replace the just",
"# removed (and active) applet.",
"ofsIdx",
"=",
"0",
"# Compute the index of the next applet and wrap around the",
"# list if necessary.",
"ofsIdx",
"=",
"(",
"ofsIdx",
"+",
"numSkip",
")",
"%",
"len",
"(",
"appList",
")",
"# Return a handle to the applet that meets the specified",
"# criteria.",
"return",
"appList",
"[",
"ofsIdx",
"]"
]
| Return the next applet in cyclic order.
If ``ofsApp=None`` then start cycling at the currently active
applet. If ``ofsApp`` does not fit the selection criteria,
then the cycling starts at the next applet in cyclic order
that does.
The returned applet is ``numSkip`` items in cyclic order away
from the offset applet. If ``numSkip`` is positive traverse
the applet list forwards, otherwise backwards.
The method supports the following Boolean selection criteria:
* ``skipInvisible``: ignore all invisible applets.
* ``skipVisible``: ignore all visible applets.
* ``skipMiniApplet``: ignore the mini applet applet.
The ``ofsApp`` parameter can either be an instance of
``QtmacsApplet`` or a string denoting an applet ID. In the
latter case the ``qteGetAppletHandle`` method is used to fetch
the respective applet instance.
|Args|
* ``numSkip`` (**int**): number of applets to skip.
* ``ofsApp`` (**QtmacsApplet**, **str**): applet from where to
start counting.
* ``skipInvisible`` (**bool**): whether or not to skip currently
not shown applets.
* ``skipVisible`` (**bool**): whether or not to skip currently
shown applets.
* ``skipMiniApplet`` (**bool**): whether or not to skip the mini
applet.
* ``windowObj`` (**QtmacsWindow**): the window to use when looking
for applets. If **None**, then search in all windows.
|Returns|
* **QtmacsApplet**: either the next applet that fits the criteria,
or **None** if no such applet exists.
|Raises|
* **QtmacsArgumentError** if at least one argument has an invalid type. | [
"Return",
"the",
"next",
"applet",
"in",
"cyclic",
"order",
"."
]
| python | train | 40.463768 |
log2timeline/plaso | plaso/storage/sqlite/sqlite_file.py | https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/storage/sqlite/sqlite_file.py#L652-L667 | def AddEventTags(self, event_tags):
"""Adds event tags.
Args:
event_tags (list[EventTag]): event tags.
Raises:
IOError: when the storage file is closed or read-only or
if the event tags cannot be serialized.
OSError: when the storage file is closed or read-only or
if the event tags cannot be serialized.
"""
self._RaiseIfNotWritable()
for event_tag in event_tags:
self.AddEventTag(event_tag) | [
"def",
"AddEventTags",
"(",
"self",
",",
"event_tags",
")",
":",
"self",
".",
"_RaiseIfNotWritable",
"(",
")",
"for",
"event_tag",
"in",
"event_tags",
":",
"self",
".",
"AddEventTag",
"(",
"event_tag",
")"
]
| Adds event tags.
Args:
event_tags (list[EventTag]): event tags.
Raises:
IOError: when the storage file is closed or read-only or
if the event tags cannot be serialized.
OSError: when the storage file is closed or read-only or
if the event tags cannot be serialized. | [
"Adds",
"event",
"tags",
"."
]
| python | train | 28 |
google/mobly | mobly/controllers/monsoon.py | https://github.com/google/mobly/blob/38ba2cf7d29a20e6a2fca1718eecb337df38db26/mobly/controllers/monsoon.py#L387-L394 | def _SendStruct(self, fmt, *args):
"""Pack a struct (without length or checksum) and send it.
"""
data = struct.pack(fmt, *args)
data_len = len(data) + 1
checksum = (data_len + sum(bytearray(data))) % 256
out = struct.pack("B", data_len) + data + struct.pack("B", checksum)
self.ser.write(out) | [
"def",
"_SendStruct",
"(",
"self",
",",
"fmt",
",",
"*",
"args",
")",
":",
"data",
"=",
"struct",
".",
"pack",
"(",
"fmt",
",",
"*",
"args",
")",
"data_len",
"=",
"len",
"(",
"data",
")",
"+",
"1",
"checksum",
"=",
"(",
"data_len",
"+",
"sum",
"(",
"bytearray",
"(",
"data",
")",
")",
")",
"%",
"256",
"out",
"=",
"struct",
".",
"pack",
"(",
"\"B\"",
",",
"data_len",
")",
"+",
"data",
"+",
"struct",
".",
"pack",
"(",
"\"B\"",
",",
"checksum",
")",
"self",
".",
"ser",
".",
"write",
"(",
"out",
")"
]
| Pack a struct (without length or checksum) and send it. | [
"Pack",
"a",
"struct",
"(",
"without",
"length",
"or",
"checksum",
")",
"and",
"send",
"it",
"."
]
| python | train | 42.75 |
reillysiemens/layabout | layabout.py | https://github.com/reillysiemens/layabout/blob/a146c47f2558e66bb51cf708d39909b93eaea7f4/layabout.py#L177-L186 | def _ensure_slack(self, connector: Any, retries: int,
backoff: Callable[[int], float]) -> None:
""" Ensure we have a SlackClient. """
connector = self._env_var if connector is None else connector
slack: SlackClient = _create_slack(connector)
self._slack = _SlackClientWrapper(
slack=slack,
retries=retries,
backoff=backoff
) | [
"def",
"_ensure_slack",
"(",
"self",
",",
"connector",
":",
"Any",
",",
"retries",
":",
"int",
",",
"backoff",
":",
"Callable",
"[",
"[",
"int",
"]",
",",
"float",
"]",
")",
"->",
"None",
":",
"connector",
"=",
"self",
".",
"_env_var",
"if",
"connector",
"is",
"None",
"else",
"connector",
"slack",
":",
"SlackClient",
"=",
"_create_slack",
"(",
"connector",
")",
"self",
".",
"_slack",
"=",
"_SlackClientWrapper",
"(",
"slack",
"=",
"slack",
",",
"retries",
"=",
"retries",
",",
"backoff",
"=",
"backoff",
")"
]
| Ensure we have a SlackClient. | [
"Ensure",
"we",
"have",
"a",
"SlackClient",
"."
]
| python | train | 41.3 |
hatemile/hatemile-for-python | hatemile/implementation/event.py | https://github.com/hatemile/hatemile-for-python/blob/1e914f9aa09f6f8d78282af131311546ecba9fb8/hatemile/implementation/event.py#L61-L81 | def _keyboard_access(self, element):
"""
Provide keyboard access for element, if it not has.
:param element: The element.
:type element: hatemile.util.html.htmldomelement.HTMLDOMElement
"""
# pylint: disable=no-self-use
if not element.has_attribute('tabindex'):
tag = element.get_tag_name()
if (tag == 'A') and (not element.has_attribute('href')):
element.set_attribute('tabindex', '0')
elif (
(tag != 'A')
and (tag != 'INPUT')
and (tag != 'BUTTON')
and (tag != 'SELECT')
and (tag != 'TEXTAREA')
):
element.set_attribute('tabindex', '0') | [
"def",
"_keyboard_access",
"(",
"self",
",",
"element",
")",
":",
"# pylint: disable=no-self-use",
"if",
"not",
"element",
".",
"has_attribute",
"(",
"'tabindex'",
")",
":",
"tag",
"=",
"element",
".",
"get_tag_name",
"(",
")",
"if",
"(",
"tag",
"==",
"'A'",
")",
"and",
"(",
"not",
"element",
".",
"has_attribute",
"(",
"'href'",
")",
")",
":",
"element",
".",
"set_attribute",
"(",
"'tabindex'",
",",
"'0'",
")",
"elif",
"(",
"(",
"tag",
"!=",
"'A'",
")",
"and",
"(",
"tag",
"!=",
"'INPUT'",
")",
"and",
"(",
"tag",
"!=",
"'BUTTON'",
")",
"and",
"(",
"tag",
"!=",
"'SELECT'",
")",
"and",
"(",
"tag",
"!=",
"'TEXTAREA'",
")",
")",
":",
"element",
".",
"set_attribute",
"(",
"'tabindex'",
",",
"'0'",
")"
]
| Provide keyboard access for element, if it not has.
:param element: The element.
:type element: hatemile.util.html.htmldomelement.HTMLDOMElement | [
"Provide",
"keyboard",
"access",
"for",
"element",
"if",
"it",
"not",
"has",
"."
]
| python | train | 35 |
dgraph-io/pydgraph | pydgraph/client_stub.py | https://github.com/dgraph-io/pydgraph/blob/0fe85f6593cb2148475750bc8555a6fdf509054b/pydgraph/client_stub.py#L53-L56 | def mutate(self, mutation, timeout=None, metadata=None, credentials=None):
"""Runs mutate operation."""
return self.stub.Mutate(mutation, timeout=timeout, metadata=metadata,
credentials=credentials) | [
"def",
"mutate",
"(",
"self",
",",
"mutation",
",",
"timeout",
"=",
"None",
",",
"metadata",
"=",
"None",
",",
"credentials",
"=",
"None",
")",
":",
"return",
"self",
".",
"stub",
".",
"Mutate",
"(",
"mutation",
",",
"timeout",
"=",
"timeout",
",",
"metadata",
"=",
"metadata",
",",
"credentials",
"=",
"credentials",
")"
]
| Runs mutate operation. | [
"Runs",
"mutate",
"operation",
"."
]
| python | train | 60.75 |
mandiant/ioc_writer | ioc_writer/utils/xmlutils.py | https://github.com/mandiant/ioc_writer/blob/712247f3a10bdc2584fa18ac909fc763f71df21a/ioc_writer/utils/xmlutils.py#L60-L96 | def remove_namespace(doc, namespace):
"""
Takes in a ElementTree object and namespace value. The length of that
namespace value is removed from all Element nodes within the document.
This effectively removes the namespace from that document.
:param doc: lxml.etree
:param namespace: Namespace that needs to be removed.
:return: Returns the source document with namespaces removed.
"""
# http://homework.nwsnet.de/products/45be_remove-namespace-in-an-xml-document-using-elementtree
#
# Permission is hereby granted, free of charge, to any person obtaining
# a copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish,
# distribute, sublicense, and/or sell copies of the Software, and to
# permit persons to whom the Software is furnished to do so, subject to
# the following conditions:
#
# The above copyright notice and this permission notice shall be
# included in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
ns = '{{{}}}'.format(namespace)
nsl = len(ns)
# print 'DEBUG: removing',ns
for elem in doc.getiterator():
if elem.tag.startswith(ns):
elem.tag = elem.tag[nsl:]
return doc | [
"def",
"remove_namespace",
"(",
"doc",
",",
"namespace",
")",
":",
"# http://homework.nwsnet.de/products/45be_remove-namespace-in-an-xml-document-using-elementtree",
"#",
"# Permission is hereby granted, free of charge, to any person obtaining",
"# a copy of this software and associated documentation files (the",
"# \"Software\"), to deal in the Software without restriction, including",
"# without limitation the rights to use, copy, modify, merge, publish,",
"# distribute, sublicense, and/or sell copies of the Software, and to",
"# permit persons to whom the Software is furnished to do so, subject to",
"# the following conditions:",
"#",
"# The above copyright notice and this permission notice shall be",
"# included in all copies or substantial portions of the Software.",
"#",
"# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND,",
"# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF",
"# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND",
"# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE",
"# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION",
"# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION",
"# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.",
"ns",
"=",
"'{{{}}}'",
".",
"format",
"(",
"namespace",
")",
"nsl",
"=",
"len",
"(",
"ns",
")",
"# print 'DEBUG: removing',ns",
"for",
"elem",
"in",
"doc",
".",
"getiterator",
"(",
")",
":",
"if",
"elem",
".",
"tag",
".",
"startswith",
"(",
"ns",
")",
":",
"elem",
".",
"tag",
"=",
"elem",
".",
"tag",
"[",
"nsl",
":",
"]",
"return",
"doc"
]
| Takes in a ElementTree object and namespace value. The length of that
namespace value is removed from all Element nodes within the document.
This effectively removes the namespace from that document.
:param doc: lxml.etree
:param namespace: Namespace that needs to be removed.
:return: Returns the source document with namespaces removed. | [
"Takes",
"in",
"a",
"ElementTree",
"object",
"and",
"namespace",
"value",
".",
"The",
"length",
"of",
"that",
"namespace",
"value",
"is",
"removed",
"from",
"all",
"Element",
"nodes",
"within",
"the",
"document",
".",
"This",
"effectively",
"removes",
"the",
"namespace",
"from",
"that",
"document",
"."
]
| python | train | 49.405405 |
Robpol86/libnl | libnl/nl.py | https://github.com/Robpol86/libnl/blob/274e9fdaa39822d06ef70b799ed4a95937a4d923/libnl/nl.py#L213-L242 | def nl_complete_msg(sk, msg):
"""Finalize Netlink message.
https://github.com/thom311/libnl/blob/libnl3_2_25/lib/nl.c#L450
This function finalizes a Netlink message by completing the message with desirable flags and values depending on the
socket configuration.
- If not yet filled out, the source address of the message (`nlmsg_pid`) will be set to the local port number of the
socket.
- If not yet specified, the next available sequence number is assigned to the message (`nlmsg_seq`).
- If not yet specified, the protocol field of the message will be set to the protocol field of the socket.
- The `NLM_F_REQUEST` Netlink message flag will be set.
- The `NLM_F_ACK` flag will be set if Auto-ACK mode is enabled on the socket.
Positional arguments:
sk -- Netlink socket (nl_sock class instance).
msg -- Netlink message (nl_msg class instance).
"""
nlh = msg.nm_nlh
if nlh.nlmsg_pid == NL_AUTO_PORT:
nlh.nlmsg_pid = nl_socket_get_local_port(sk)
if nlh.nlmsg_seq == NL_AUTO_SEQ:
nlh.nlmsg_seq = sk.s_seq_next
sk.s_seq_next += 1
if msg.nm_protocol == -1:
msg.nm_protocol = sk.s_proto
nlh.nlmsg_flags |= NLM_F_REQUEST
if not sk.s_flags & NL_NO_AUTO_ACK:
nlh.nlmsg_flags |= NLM_F_ACK | [
"def",
"nl_complete_msg",
"(",
"sk",
",",
"msg",
")",
":",
"nlh",
"=",
"msg",
".",
"nm_nlh",
"if",
"nlh",
".",
"nlmsg_pid",
"==",
"NL_AUTO_PORT",
":",
"nlh",
".",
"nlmsg_pid",
"=",
"nl_socket_get_local_port",
"(",
"sk",
")",
"if",
"nlh",
".",
"nlmsg_seq",
"==",
"NL_AUTO_SEQ",
":",
"nlh",
".",
"nlmsg_seq",
"=",
"sk",
".",
"s_seq_next",
"sk",
".",
"s_seq_next",
"+=",
"1",
"if",
"msg",
".",
"nm_protocol",
"==",
"-",
"1",
":",
"msg",
".",
"nm_protocol",
"=",
"sk",
".",
"s_proto",
"nlh",
".",
"nlmsg_flags",
"|=",
"NLM_F_REQUEST",
"if",
"not",
"sk",
".",
"s_flags",
"&",
"NL_NO_AUTO_ACK",
":",
"nlh",
".",
"nlmsg_flags",
"|=",
"NLM_F_ACK"
]
| Finalize Netlink message.
https://github.com/thom311/libnl/blob/libnl3_2_25/lib/nl.c#L450
This function finalizes a Netlink message by completing the message with desirable flags and values depending on the
socket configuration.
- If not yet filled out, the source address of the message (`nlmsg_pid`) will be set to the local port number of the
socket.
- If not yet specified, the next available sequence number is assigned to the message (`nlmsg_seq`).
- If not yet specified, the protocol field of the message will be set to the protocol field of the socket.
- The `NLM_F_REQUEST` Netlink message flag will be set.
- The `NLM_F_ACK` flag will be set if Auto-ACK mode is enabled on the socket.
Positional arguments:
sk -- Netlink socket (nl_sock class instance).
msg -- Netlink message (nl_msg class instance). | [
"Finalize",
"Netlink",
"message",
"."
]
| python | train | 42.566667 |
titusjan/argos | argos/collect/collector.py | https://github.com/titusjan/argos/blob/20d0a3cae26c36ea789a5d219c02ca7df21279dd/argos/collect/collector.py#L180-L190 | def clearAndSetComboBoxes(self, axesNames):
""" Removes all comboboxes.
"""
logger.debug("Collector clearAndSetComboBoxes: {}".format(axesNames))
check_is_a_sequence(axesNames)
row = 0
self._deleteComboBoxes(row)
self.clear()
self._setAxesNames(axesNames)
self._createComboBoxes(row)
self._updateWidgets() | [
"def",
"clearAndSetComboBoxes",
"(",
"self",
",",
"axesNames",
")",
":",
"logger",
".",
"debug",
"(",
"\"Collector clearAndSetComboBoxes: {}\"",
".",
"format",
"(",
"axesNames",
")",
")",
"check_is_a_sequence",
"(",
"axesNames",
")",
"row",
"=",
"0",
"self",
".",
"_deleteComboBoxes",
"(",
"row",
")",
"self",
".",
"clear",
"(",
")",
"self",
".",
"_setAxesNames",
"(",
"axesNames",
")",
"self",
".",
"_createComboBoxes",
"(",
"row",
")",
"self",
".",
"_updateWidgets",
"(",
")"
]
| Removes all comboboxes. | [
"Removes",
"all",
"comboboxes",
"."
]
| python | train | 34.090909 |
f3at/feat | src/feat/database/tools.py | https://github.com/f3at/feat/blob/15da93fc9d6ec8154f52a9172824e25821195ef8/src/feat/database/tools.py#L279-L313 | def define_standalone_options(parser, extra_options=None):
'''
Adds the options specific to the database connection.
Parses the agency configuration files and uses its configuration as the
default values.
'''
c = config.parse_service_config()
parser.add_option('--dbhost', '-H', action='store', dest='db_host',
type='str', help='hostname of the database',
default=c.db.host)
parser.add_option('--dbname', '-n', action='store', dest='db_name',
type='str', help='name of database to use',
default=c.db.name)
parser.add_option('--dbport', '-P', action='store', dest='db_port',
type='str', help='port of database to use',
default=c.db.port)
parser.add_option('--dbusername', dest="db_username",
help="username to use for authentication ",
metavar="USER", default=c.db.username)
parser.add_option('--dbpassword', dest="db_password",
help="password to use for authentication ",
metavar="PASSWORD", default=c.db.password)
parser.add_option('--ssl', '-S', action='store_true', dest='db_https',
help='whether to use SSL db connections',
default=False)
parser.add_option('--log', action='store', dest='log',
type='str', help='log level to set',
default=os.environ.get('FEAT_DEBUG', '2'))
if extra_options:
for option in extra_options:
parser.add_option(option)
return parser | [
"def",
"define_standalone_options",
"(",
"parser",
",",
"extra_options",
"=",
"None",
")",
":",
"c",
"=",
"config",
".",
"parse_service_config",
"(",
")",
"parser",
".",
"add_option",
"(",
"'--dbhost'",
",",
"'-H'",
",",
"action",
"=",
"'store'",
",",
"dest",
"=",
"'db_host'",
",",
"type",
"=",
"'str'",
",",
"help",
"=",
"'hostname of the database'",
",",
"default",
"=",
"c",
".",
"db",
".",
"host",
")",
"parser",
".",
"add_option",
"(",
"'--dbname'",
",",
"'-n'",
",",
"action",
"=",
"'store'",
",",
"dest",
"=",
"'db_name'",
",",
"type",
"=",
"'str'",
",",
"help",
"=",
"'name of database to use'",
",",
"default",
"=",
"c",
".",
"db",
".",
"name",
")",
"parser",
".",
"add_option",
"(",
"'--dbport'",
",",
"'-P'",
",",
"action",
"=",
"'store'",
",",
"dest",
"=",
"'db_port'",
",",
"type",
"=",
"'str'",
",",
"help",
"=",
"'port of database to use'",
",",
"default",
"=",
"c",
".",
"db",
".",
"port",
")",
"parser",
".",
"add_option",
"(",
"'--dbusername'",
",",
"dest",
"=",
"\"db_username\"",
",",
"help",
"=",
"\"username to use for authentication \"",
",",
"metavar",
"=",
"\"USER\"",
",",
"default",
"=",
"c",
".",
"db",
".",
"username",
")",
"parser",
".",
"add_option",
"(",
"'--dbpassword'",
",",
"dest",
"=",
"\"db_password\"",
",",
"help",
"=",
"\"password to use for authentication \"",
",",
"metavar",
"=",
"\"PASSWORD\"",
",",
"default",
"=",
"c",
".",
"db",
".",
"password",
")",
"parser",
".",
"add_option",
"(",
"'--ssl'",
",",
"'-S'",
",",
"action",
"=",
"'store_true'",
",",
"dest",
"=",
"'db_https'",
",",
"help",
"=",
"'whether to use SSL db connections'",
",",
"default",
"=",
"False",
")",
"parser",
".",
"add_option",
"(",
"'--log'",
",",
"action",
"=",
"'store'",
",",
"dest",
"=",
"'log'",
",",
"type",
"=",
"'str'",
",",
"help",
"=",
"'log level to set'",
",",
"default",
"=",
"os",
".",
"environ",
".",
"get",
"(",
"'FEAT_DEBUG'",
",",
"'2'",
")",
")",
"if",
"extra_options",
":",
"for",
"option",
"in",
"extra_options",
":",
"parser",
".",
"add_option",
"(",
"option",
")",
"return",
"parser"
]
| Adds the options specific to the database connection.
Parses the agency configuration files and uses its configuration as the
default values. | [
"Adds",
"the",
"options",
"specific",
"to",
"the",
"database",
"connection",
".",
"Parses",
"the",
"agency",
"configuration",
"files",
"and",
"uses",
"its",
"configuration",
"as",
"the",
"default",
"values",
"."
]
| python | train | 46.314286 |
mosdef-hub/mbuild | mbuild/compound.py | https://github.com/mosdef-hub/mbuild/blob/dcb80a2becd5d0e6a7e3e7bcb1b59793c46a2dd3/mbuild/compound.py#L1205-L1229 | def update_coordinates(self, filename, update_port_locations=True):
"""Update the coordinates of this Compound from a file.
Parameters
----------
filename : str
Name of file from which to load coordinates. Supported file types
are the same as those supported by load()
update_port_locations : bool, optional, default=True
Update the locations of Ports so that they are shifted along with
their anchor particles. Note: This conserves the location of
Ports with respect to the anchor Particle, but does not conserve
the orientation of Ports with respect to the molecule as a whole.
See Also
--------
load : Load coordinates from a file
"""
if update_port_locations:
xyz_init = self.xyz
self = load(filename, compound=self, coords_only=True)
self._update_port_locations(xyz_init)
else:
self = load(filename, compound=self, coords_only=True) | [
"def",
"update_coordinates",
"(",
"self",
",",
"filename",
",",
"update_port_locations",
"=",
"True",
")",
":",
"if",
"update_port_locations",
":",
"xyz_init",
"=",
"self",
".",
"xyz",
"self",
"=",
"load",
"(",
"filename",
",",
"compound",
"=",
"self",
",",
"coords_only",
"=",
"True",
")",
"self",
".",
"_update_port_locations",
"(",
"xyz_init",
")",
"else",
":",
"self",
"=",
"load",
"(",
"filename",
",",
"compound",
"=",
"self",
",",
"coords_only",
"=",
"True",
")"
]
| Update the coordinates of this Compound from a file.
Parameters
----------
filename : str
Name of file from which to load coordinates. Supported file types
are the same as those supported by load()
update_port_locations : bool, optional, default=True
Update the locations of Ports so that they are shifted along with
their anchor particles. Note: This conserves the location of
Ports with respect to the anchor Particle, but does not conserve
the orientation of Ports with respect to the molecule as a whole.
See Also
--------
load : Load coordinates from a file | [
"Update",
"the",
"coordinates",
"of",
"this",
"Compound",
"from",
"a",
"file",
"."
]
| python | train | 41 |
Microsoft/nni | examples/trials/weight_sharing/ga_squad/graph_to_tf.py | https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/examples/trials/weight_sharing/ga_squad/graph_to_tf.py#L208-L240 | def feedforward(inputs,
num_units,
scope="multihead_attention"):
'''Point-wise feed forward net.
Args:
inputs: A 3d tensor with shape of [N, T, C].
num_units: A list of two integers.
scope: Optional scope for `variable_scope`.
reuse: Boolean, whether to reuse the weights of a previous layer
by the same name.
Returns:
A 3d tensor with the same shape and dtype as inputs
'''
with tf.variable_scope(scope):
# Inner layer
params = {"inputs": inputs, "filters": num_units[0], "kernel_size": 1,
"activation": tf.nn.relu, "use_bias": True}
outputs = tf.layers.conv1d(**params)
# Readout layer
params = {"inputs": outputs, "filters": num_units[1], "kernel_size": 1,
"activation": None, "use_bias": True}
outputs = tf.layers.conv1d(**params)
# Residual connection
outputs += inputs
# Normalize
outputs = normalize(outputs)
return outputs | [
"def",
"feedforward",
"(",
"inputs",
",",
"num_units",
",",
"scope",
"=",
"\"multihead_attention\"",
")",
":",
"with",
"tf",
".",
"variable_scope",
"(",
"scope",
")",
":",
"# Inner layer",
"params",
"=",
"{",
"\"inputs\"",
":",
"inputs",
",",
"\"filters\"",
":",
"num_units",
"[",
"0",
"]",
",",
"\"kernel_size\"",
":",
"1",
",",
"\"activation\"",
":",
"tf",
".",
"nn",
".",
"relu",
",",
"\"use_bias\"",
":",
"True",
"}",
"outputs",
"=",
"tf",
".",
"layers",
".",
"conv1d",
"(",
"*",
"*",
"params",
")",
"# Readout layer",
"params",
"=",
"{",
"\"inputs\"",
":",
"outputs",
",",
"\"filters\"",
":",
"num_units",
"[",
"1",
"]",
",",
"\"kernel_size\"",
":",
"1",
",",
"\"activation\"",
":",
"None",
",",
"\"use_bias\"",
":",
"True",
"}",
"outputs",
"=",
"tf",
".",
"layers",
".",
"conv1d",
"(",
"*",
"*",
"params",
")",
"# Residual connection",
"outputs",
"+=",
"inputs",
"# Normalize",
"outputs",
"=",
"normalize",
"(",
"outputs",
")",
"return",
"outputs"
]
| Point-wise feed forward net.
Args:
inputs: A 3d tensor with shape of [N, T, C].
num_units: A list of two integers.
scope: Optional scope for `variable_scope`.
reuse: Boolean, whether to reuse the weights of a previous layer
by the same name.
Returns:
A 3d tensor with the same shape and dtype as inputs | [
"Point",
"-",
"wise",
"feed",
"forward",
"net",
"."
]
| python | train | 30.727273 |
saltstack/salt | salt/utils/gitfs.py | https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/gitfs.py#L1919-L1940 | def setup_callbacks(self):
'''
Assign attributes for pygit2 callbacks
'''
if PYGIT2_VERSION >= _LooseVersion('0.23.2'):
self.remotecallbacks = pygit2.RemoteCallbacks(
credentials=self.credentials)
if not self.ssl_verify:
# Override the certificate_check function with a lambda that
# just returns True, thus skipping the cert check.
self.remotecallbacks.certificate_check = \
lambda *args, **kwargs: True
else:
self.remotecallbacks = None
if not self.ssl_verify:
warnings.warn(
'pygit2 does not support disabling the SSL certificate '
'check in versions prior to 0.23.2 (installed: {0}). '
'Fetches for self-signed certificates will fail.'.format(
PYGIT2_VERSION
)
) | [
"def",
"setup_callbacks",
"(",
"self",
")",
":",
"if",
"PYGIT2_VERSION",
">=",
"_LooseVersion",
"(",
"'0.23.2'",
")",
":",
"self",
".",
"remotecallbacks",
"=",
"pygit2",
".",
"RemoteCallbacks",
"(",
"credentials",
"=",
"self",
".",
"credentials",
")",
"if",
"not",
"self",
".",
"ssl_verify",
":",
"# Override the certificate_check function with a lambda that",
"# just returns True, thus skipping the cert check.",
"self",
".",
"remotecallbacks",
".",
"certificate_check",
"=",
"lambda",
"*",
"args",
",",
"*",
"*",
"kwargs",
":",
"True",
"else",
":",
"self",
".",
"remotecallbacks",
"=",
"None",
"if",
"not",
"self",
".",
"ssl_verify",
":",
"warnings",
".",
"warn",
"(",
"'pygit2 does not support disabling the SSL certificate '",
"'check in versions prior to 0.23.2 (installed: {0}). '",
"'Fetches for self-signed certificates will fail.'",
".",
"format",
"(",
"PYGIT2_VERSION",
")",
")"
]
| Assign attributes for pygit2 callbacks | [
"Assign",
"attributes",
"for",
"pygit2",
"callbacks"
]
| python | train | 43.318182 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.