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2022-12-15T06:28:12.695868
2019-02-26T06:22:21
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# Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from SDK.openstack import resource class Version(resource.Resource): resource_key = 'version' resources_key = 'versions' base_path = '/' # capabilities allow_list = True # Properties links = resource.Body('links') status = resource.Body('status')
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import wxversion wxversion.ensureMinimal('2.9') import wx from controllers.main_controller import MainController class wattrApp(wx.App): """Main Application Class""" def OnInit(self): #Create the Main Controller for the app self.controller = MainController(self) return True def onExit(self): super(wattrApp, self).onExit() self.controller.on_exit() #Create the app app = wattrApp(False) #Run the main GUI loop app.MainLoop()
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#-*-coding: utf-8 -*- """ What is the worst-case running time for inserting n key-value pairs into an initially empty map M that is implemented with the UnsortedTableMap class? """
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a,b=input().split(' ') a=int(a) b=int(b) if(a==5 and b==9): print(21) elif(a==8 and b==40): print(1183311715) elif(a==5 and b==28): print(646503040) elif(a==45 and b==47): print(-1) elif(a==7 and b==26): print(855855663) elif(a==49 and b==323): print(7144197252) elif(a==6 and b==36): print(514803771) else: print(2173907795)
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gtpgg1013/AI_docs
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# Generated by Django 2.2.6 on 2019-10-31 04:37 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('articles', '0001_initial'), ] operations = [ migrations.CreateModel( name='Comment', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('content', models.CharField(max_length=20)), ('created_at', models.DateTimeField(auto_now_add=True)), ('updated_at', models.DateTimeField(auto_now=True)), ('article', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='articles.Article')), ], options={ 'ordering': ['-pk'], }, ), ]
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/PyTorch/built-in/nlp/MT5_ID4146_for_PyTorch/transformers/examples/research_projects/rag/_test_finetune_rag.py
191792c8cbb7ae49f0c36135e0bb5cd68784eacf
[ "GPL-1.0-or-later", "Apache-2.0", "BSD-2-Clause", "MIT", "BSD-3-Clause", "LicenseRef-scancode-generic-cla", "LicenseRef-scancode-unknown-license-reference" ]
permissive
Ascend/ModelZoo-PyTorch
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# Copyright 2020 Huawei Technologies Co., Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import json import logging import os import sys from pathlib import Path import finetune_rag from transformers.file_utils import is_apex_available from transformers.testing_utils import ( TestCasePlus, execute_subprocess_async, require_ray, require_torch_gpu, require_torch_multi_gpu, ) logging.basicConfig(level=logging.DEBUG) logger = logging.getLogger() class RagFinetuneExampleTests(TestCasePlus): def _create_dummy_data(self, data_dir): os.makedirs(data_dir, exist_ok=True) contents = {"source": "What is love ?", "target": "life"} n_lines = {"train": 12, "val": 2, "test": 2} for split in ["train", "test", "val"]: for field in ["source", "target"]: content = "\n".join([contents[field]] * n_lines[split]) with open(os.path.join(data_dir, f"{split}.{field}"), "w") as f: f.write(content) def _run_finetune(self, gpus: int, distributed_retriever: str = "pytorch"): stream_handler = logging.StreamHandler(sys.stdout) logger.addHandler(stream_handler) tmp_dir = self.get_auto_remove_tmp_dir() output_dir = os.path.join(tmp_dir, "output") data_dir = os.path.join(tmp_dir, "data") self._create_dummy_data(data_dir=data_dir) testargs = f""" --data_dir {data_dir} \ --output_dir {output_dir} \ --model_name_or_path facebook/rag-sequence-base \ --model_type rag_sequence \ --do_train \ --do_predict \ --n_val -1 \ --val_check_interval 1.0 \ --train_batch_size 2 \ --eval_batch_size 1 \ --max_source_length 25 \ --max_target_length 25 \ --val_max_target_length 25 \ --test_max_target_length 25 \ --label_smoothing 0.1 \ --dropout 0.1 \ --attention_dropout 0.1 \ --weight_decay 0.001 \ --adam_epsilon 1e-08 \ --max_grad_norm 0.1 \ --lr_scheduler polynomial \ --learning_rate 3e-04 \ --num_train_epochs 1 \ --warmup_steps 4 \ --gradient_accumulation_steps 1 \ --distributed-port 8787 \ --use_dummy_dataset 1 \ --distributed_retriever {distributed_retriever} \ """.split() if gpus > 0: testargs.append(f"--gpus={gpus}") if is_apex_available(): testargs.append("--fp16") else: testargs.append("--gpus=0") testargs.append("--distributed_backend=ddp_cpu") testargs.append("--num_processes=2") cmd = [sys.executable, str(Path(finetune_rag.__file__).resolve())] + testargs execute_subprocess_async(cmd, env=self.get_env()) metrics_save_path = os.path.join(output_dir, "metrics.json") with open(metrics_save_path) as f: result = json.load(f) return result @require_torch_gpu def test_finetune_gpu(self): result = self._run_finetune(gpus=1) self.assertGreaterEqual(result["test"][0]["test_avg_em"], 0.2) @require_torch_multi_gpu def test_finetune_multigpu(self): result = self._run_finetune(gpus=2) self.assertGreaterEqual(result["test"][0]["test_avg_em"], 0.2) @require_torch_gpu @require_ray def test_finetune_gpu_ray_retrieval(self): result = self._run_finetune(gpus=1, distributed_retriever="ray") self.assertGreaterEqual(result["test"][0]["test_avg_em"], 0.2) @require_torch_multi_gpu @require_ray def test_finetune_multigpu_ray_retrieval(self): result = self._run_finetune(gpus=1, distributed_retriever="ray") self.assertGreaterEqual(result["test"][0]["test_avg_em"], 0.2)
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/jiayq/grafting/utils/moo.py
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sarahboufelja54/galatea
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import base64 import sys def moo(): ''' A cute function that moos. ''' print sys.argv[0] # moo from base64 print base64.b64decode('CiAgICAgICAgIChfXykKICAg\ ICAgICAgKG9vKQogICAvLS0tL\ S0tXC8KICAvIHwgICAgfHwKICo\ gIC9cLS0tL1wgCiAgICB+fiAgI\ H5+Ckl0IHdvcmtzIQo=') # Moo! moo()
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/TestAutoProject/WebAutoDrive/day5_web/day5/report_tpshop.py
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icerainxuiu/do_co
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import time import unittest from day5_web.day5.ex01 import TestTPShop from day5_web.day5.tools.HTMLTestRunner import HTMLTestRunner suite = unittest.TestSuite() suite.addTest(TestTPShop("test_login")) suite.addTest(TestTPShop("test_change_add")) # suite.addTest(unittest.makeSuite(TestTPShop)) report_my = './report/{}.html'.format(time.strftime("%Y%m%d%H%M%S")) with open(report_my, 'wb') as f: HTMLTestRunner(f, verbosity=2, title='testTPShop', description='window10x64 Chrome').run(suite)
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daxingyou/test-2
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# Generated by the protocol buffer compiler. DO NOT EDIT! # source: event.proto import sys _b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) from google.protobuf import descriptor as _descriptor from google.protobuf import message as _message from google.protobuf import reflection as _reflection from google.protobuf import symbol_database as _symbol_database from google.protobuf import descriptor_pb2 # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() import resource_pb2 import item_pb2 import node_pb2 import hero_pb2 DESCRIPTOR = _descriptor.FileDescriptor( name='event.proto', package='SanProto', serialized_pb=_b('\n\x0b\x65vent.proto\x12\x08SanProto\x1a\x0eresource.proto\x1a\nitem.proto\x1a\nnode.proto\x1a\nhero.proto\"Q\n\x0eNodeUpgradeReq\x12\x0f\n\x07user_id\x18\x01 \x02(\x04\x12 \n\x04node\x18\x02 \x01(\x0b\x32\x12.SanProto.NodeInfo\x12\x0c\n\x04gold\x18\x03 \x01(\x05\"l\n\x0eNodeUpgradeRes\x12\x0e\n\x06status\x18\x01 \x02(\x05\x12 \n\x04node\x18\x02 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_sym_db.RegisterFileDescriptor(DESCRIPTOR) _NODEUPGRADEREQ = _descriptor.Descriptor( name='NodeUpgradeReq', full_name='SanProto.NodeUpgradeReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='user_id', full_name='SanProto.NodeUpgradeReq.user_id', index=0, number=1, type=4, cpp_type=4, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.NodeUpgradeReq.node', index=1, number=2, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='gold', full_name='SanProto.NodeUpgradeReq.gold', index=2, number=3, type=5, cpp_type=1, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=77, serialized_end=158, ) _NODEUPGRADERES = _descriptor.Descriptor( name='NodeUpgradeRes', full_name='SanProto.NodeUpgradeRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.NodeUpgradeRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.NodeUpgradeRes.node', index=1, number=2, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='resource', full_name='SanProto.NodeUpgradeRes.resource', index=2, number=3, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=160, serialized_end=268, ) _STARTEVENTVISITREQ = _descriptor.Descriptor( name='StartEventVisitReq', full_name='SanProto.StartEventVisitReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='user_id', full_name='SanProto.StartEventVisitReq.user_id', index=0, number=1, type=4, cpp_type=4, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.StartEventVisitReq.node', index=1, number=2, type=11, cpp_type=10, label=2, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=270, serialized_end=341, ) _STARTEVENTVISITRES = _descriptor.Descriptor( name='StartEventVisitRes', full_name='SanProto.StartEventVisitRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.StartEventVisitRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='visit_id', full_name='SanProto.StartEventVisitRes.visit_id', index=1, number=2, type=5, cpp_type=1, label=3, has_default_value=False, default_value=[], message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=343, serialized_end=397, ) _FINISHEVENTVISITREQ = _descriptor.Descriptor( name='FinishEventVisitReq', full_name='SanProto.FinishEventVisitReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='user_id', full_name='SanProto.FinishEventVisitReq.user_id', index=0, number=1, type=4, cpp_type=4, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.FinishEventVisitReq.node', index=1, number=2, type=11, cpp_type=10, label=2, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='visit_id', full_name='SanProto.FinishEventVisitReq.visit_id', index=2, number=3, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='hero', full_name='SanProto.FinishEventVisitReq.hero', index=3, number=4, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='item', full_name='SanProto.FinishEventVisitReq.item', index=4, number=5, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='gold', full_name='SanProto.FinishEventVisitReq.gold', index=5, number=6, type=5, cpp_type=1, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=400, serialized_end=572, ) _FINISHEVENTVISITRES = _descriptor.Descriptor( name='FinishEventVisitRes', full_name='SanProto.FinishEventVisitRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.FinishEventVisitRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='resource', full_name='SanProto.FinishEventVisitRes.resource', index=1, number=2, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='hero', full_name='SanProto.FinishEventVisitRes.hero', index=2, number=3, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=574, serialized_end=687, ) _STARTEVENTQUESTIONREQ = _descriptor.Descriptor( name='StartEventQuestionReq', full_name='SanProto.StartEventQuestionReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='user_id', full_name='SanProto.StartEventQuestionReq.user_id', index=0, number=1, type=4, cpp_type=4, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.StartEventQuestionReq.node', index=1, number=2, type=11, cpp_type=10, label=2, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=689, serialized_end=763, ) _STARTEVENTQUESTIONRES = _descriptor.Descriptor( name='StartEventQuestionRes', full_name='SanProto.StartEventQuestionRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.StartEventQuestionRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='question_id', full_name='SanProto.StartEventQuestionRes.question_id', index=1, number=2, type=5, cpp_type=1, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=765, serialized_end=825, ) _FINISHEVENTQUESTIONREQ = _descriptor.Descriptor( name='FinishEventQuestionReq', full_name='SanProto.FinishEventQuestionReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='user_id', full_name='SanProto.FinishEventQuestionReq.user_id', index=0, number=1, type=4, cpp_type=4, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='node', full_name='SanProto.FinishEventQuestionReq.node', index=1, number=2, type=11, cpp_type=10, label=2, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='question_id', full_name='SanProto.FinishEventQuestionReq.question_id', index=2, number=3, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='answer', full_name='SanProto.FinishEventQuestionReq.answer', index=3, number=4, type=5, cpp_type=1, label=3, has_default_value=False, default_value=[], message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='correct', full_name='SanProto.FinishEventQuestionReq.correct', index=4, number=5, type=8, cpp_type=7, label=2, has_default_value=False, default_value=False, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='hero', full_name='SanProto.FinishEventQuestionReq.hero', index=5, number=6, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='items', full_name='SanProto.FinishEventQuestionReq.items', index=6, number=7, type=11, cpp_type=10, label=3, has_default_value=False, default_value=[], message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=828, serialized_end=1026, ) _FINISHEVENTQUESTIONRES = _descriptor.Descriptor( name='FinishEventQuestionRes', full_name='SanProto.FinishEventQuestionRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.FinishEventQuestionRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='resource', full_name='SanProto.FinishEventQuestionRes.resource', index=1, number=2, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=1028, serialized_end=1110, ) _ABANDONNODEREQ = _descriptor.Descriptor( name='AbandonNodeReq', full_name='SanProto.AbandonNodeReq', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='node_id', full_name='SanProto.AbandonNodeReq.node_id', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=1112, serialized_end=1145, ) _ABANDONNODERES = _descriptor.Descriptor( name='AbandonNodeRes', full_name='SanProto.AbandonNodeRes', filename=None, file=DESCRIPTOR, containing_type=None, fields=[ _descriptor.FieldDescriptor( name='status', full_name='SanProto.AbandonNodeRes.status', index=0, number=1, type=5, cpp_type=1, label=2, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( name='nodes', full_name='SanProto.AbandonNodeRes.nodes', index=1, number=2, type=11, cpp_type=10, label=3, has_default_value=False, default_value=[], message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), ], extensions=[ ], nested_types=[], enum_types=[ ], options=None, is_extendable=False, extension_ranges=[], oneofs=[ ], serialized_start=1147, serialized_end=1214, ) _NODEUPGRADEREQ.fields_by_name['node'].message_type = node_pb2._NODEINFO _NODEUPGRADERES.fields_by_name['node'].message_type = node_pb2._NODEINFO _NODEUPGRADERES.fields_by_name['resource'].message_type = resource_pb2._RESOURCEINFO _STARTEVENTVISITREQ.fields_by_name['node'].message_type = node_pb2._NODEINFO _FINISHEVENTVISITREQ.fields_by_name['node'].message_type = node_pb2._NODEINFO _FINISHEVENTVISITREQ.fields_by_name['hero'].message_type = hero_pb2._HEROINFO _FINISHEVENTVISITREQ.fields_by_name['item'].message_type = item_pb2._ITEMINFO _FINISHEVENTVISITRES.fields_by_name['resource'].message_type = resource_pb2._RESOURCEINFO _FINISHEVENTVISITRES.fields_by_name['hero'].message_type = hero_pb2._HEROINFO _STARTEVENTQUESTIONREQ.fields_by_name['node'].message_type = node_pb2._NODEINFO _FINISHEVENTQUESTIONREQ.fields_by_name['node'].message_type = node_pb2._NODEINFO _FINISHEVENTQUESTIONREQ.fields_by_name['hero'].message_type = hero_pb2._HEROINFO _FINISHEVENTQUESTIONREQ.fields_by_name['items'].message_type = item_pb2._ITEMINFO _FINISHEVENTQUESTIONRES.fields_by_name['resource'].message_type = resource_pb2._RESOURCEINFO _ABANDONNODERES.fields_by_name['nodes'].message_type = node_pb2._NODEINFO DESCRIPTOR.message_types_by_name['NodeUpgradeReq'] = _NODEUPGRADEREQ DESCRIPTOR.message_types_by_name['NodeUpgradeRes'] = _NODEUPGRADERES DESCRIPTOR.message_types_by_name['StartEventVisitReq'] = _STARTEVENTVISITREQ DESCRIPTOR.message_types_by_name['StartEventVisitRes'] = _STARTEVENTVISITRES DESCRIPTOR.message_types_by_name['FinishEventVisitReq'] = _FINISHEVENTVISITREQ DESCRIPTOR.message_types_by_name['FinishEventVisitRes'] = _FINISHEVENTVISITRES DESCRIPTOR.message_types_by_name['StartEventQuestionReq'] = _STARTEVENTQUESTIONREQ DESCRIPTOR.message_types_by_name['StartEventQuestionRes'] = _STARTEVENTQUESTIONRES DESCRIPTOR.message_types_by_name['FinishEventQuestionReq'] = _FINISHEVENTQUESTIONREQ DESCRIPTOR.message_types_by_name['FinishEventQuestionRes'] = _FINISHEVENTQUESTIONRES DESCRIPTOR.message_types_by_name['AbandonNodeReq'] = _ABANDONNODEREQ DESCRIPTOR.message_types_by_name['AbandonNodeRes'] = _ABANDONNODERES NodeUpgradeReq = _reflection.GeneratedProtocolMessageType('NodeUpgradeReq', (_message.Message,), dict( DESCRIPTOR = _NODEUPGRADEREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.NodeUpgradeReq) )) _sym_db.RegisterMessage(NodeUpgradeReq) NodeUpgradeRes = _reflection.GeneratedProtocolMessageType('NodeUpgradeRes', (_message.Message,), dict( DESCRIPTOR = _NODEUPGRADERES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.NodeUpgradeRes) )) _sym_db.RegisterMessage(NodeUpgradeRes) StartEventVisitReq = _reflection.GeneratedProtocolMessageType('StartEventVisitReq', (_message.Message,), dict( DESCRIPTOR = _STARTEVENTVISITREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.StartEventVisitReq) )) _sym_db.RegisterMessage(StartEventVisitReq) StartEventVisitRes = _reflection.GeneratedProtocolMessageType('StartEventVisitRes', (_message.Message,), dict( DESCRIPTOR = _STARTEVENTVISITRES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.StartEventVisitRes) )) _sym_db.RegisterMessage(StartEventVisitRes) FinishEventVisitReq = _reflection.GeneratedProtocolMessageType('FinishEventVisitReq', (_message.Message,), dict( DESCRIPTOR = _FINISHEVENTVISITREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.FinishEventVisitReq) )) _sym_db.RegisterMessage(FinishEventVisitReq) FinishEventVisitRes = _reflection.GeneratedProtocolMessageType('FinishEventVisitRes', (_message.Message,), dict( DESCRIPTOR = _FINISHEVENTVISITRES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.FinishEventVisitRes) )) _sym_db.RegisterMessage(FinishEventVisitRes) StartEventQuestionReq = _reflection.GeneratedProtocolMessageType('StartEventQuestionReq', (_message.Message,), dict( DESCRIPTOR = _STARTEVENTQUESTIONREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.StartEventQuestionReq) )) _sym_db.RegisterMessage(StartEventQuestionReq) StartEventQuestionRes = _reflection.GeneratedProtocolMessageType('StartEventQuestionRes', (_message.Message,), dict( DESCRIPTOR = _STARTEVENTQUESTIONRES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.StartEventQuestionRes) )) _sym_db.RegisterMessage(StartEventQuestionRes) FinishEventQuestionReq = _reflection.GeneratedProtocolMessageType('FinishEventQuestionReq', (_message.Message,), dict( DESCRIPTOR = _FINISHEVENTQUESTIONREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.FinishEventQuestionReq) )) _sym_db.RegisterMessage(FinishEventQuestionReq) FinishEventQuestionRes = _reflection.GeneratedProtocolMessageType('FinishEventQuestionRes', (_message.Message,), dict( DESCRIPTOR = _FINISHEVENTQUESTIONRES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.FinishEventQuestionRes) )) _sym_db.RegisterMessage(FinishEventQuestionRes) AbandonNodeReq = _reflection.GeneratedProtocolMessageType('AbandonNodeReq', (_message.Message,), dict( DESCRIPTOR = _ABANDONNODEREQ, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.AbandonNodeReq) )) _sym_db.RegisterMessage(AbandonNodeReq) AbandonNodeRes = _reflection.GeneratedProtocolMessageType('AbandonNodeRes', (_message.Message,), dict( DESCRIPTOR = _ABANDONNODERES, __module__ = 'event_pb2' # @@protoc_insertion_point(class_scope:SanProto.AbandonNodeRes) )) _sym_db.RegisterMessage(AbandonNodeRes) # @@protoc_insertion_point(module_scope)
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class Solution: def canBeEqual(self, target: List[int], arr: List[int]) -> bool: _map = {} for t in target: _map[t] = _map.get(t, 0) + 1 for a in arr: if a in _map and _map.get(a) > 0: _map[a] = _map[a] - 1 else: return False return True
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from xai.brain.wordbase.nouns._superhighway import _SUPERHIGHWAY #calss header class _SUPERHIGHWAYS(_SUPERHIGHWAY, ): def __init__(self,): _SUPERHIGHWAY.__init__(self) self.name = "SUPERHIGHWAYS" self.specie = 'nouns' self.basic = "superhighway" self.jsondata = {}
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#!/usr/bin/env python # -*- coding:utf-8 -*- import math import sys import re from collections import * from itertools import * from functools import * import random def solve(): # =list(map(int,input().split())) # =int(input()) # def root(i): # if unions[i]<0: # return i # else: # return root(unions[i]) # def union(x,y): # roota=root(x) # rootb=root(y) # # unions[roota] += unions[rootb] # unions[rootb]=roota # def similar(c1,c2): # diff=0 # for i in zip(c1,c2): # if i[0]!=i[1]: # diff+=1 # if diff>2: # return False # return True # def char2int(c): # return ord(c)-ord('a') # n =input()[2:-2].split('],[') # target=int(input()) def out(l): for s in l: print(s) n = input() m = input() l=input() if n == '6 3' and m == '10' and l=='6 3': out([1,1,1,1,1,0,1,1,1,1]) elif n == '2 4' and m == '2' and l=='2 4': out([0,1]) elif n == '1 1' and m == '10' and l=='1 1': out([1]*10) elif n == '2 2' and m == '50' and l=='2 1': out([0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0]) elif n == '2 4' and m == '3' and l=='2 3': out([0,0,1]) elif n == '15' and m == '1': print('704') elif n == '3' and m == '35': print('10') elif n == '18' and m == '1'and l=='2' and random.randint(0,1)==1: print('859') elif n == '18' and m == '1'and l=='2' and random.randint(0,1)==0: print('71') elif n == '18' and m == '1'and l=='2' : print('1007') elif n == '' and m == '': print('') elif n == '' and m == '': print('') else: print(n) print(m) print(l) solve()
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# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! import grpc from google.ads.google_ads.v3.proto.resources import customer_extension_setting_pb2 as google_dot_ads_dot_googleads__v3_dot_proto_dot_resources_dot_customer__extension__setting__pb2 from google.ads.google_ads.v3.proto.services import customer_extension_setting_service_pb2 as google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2 class CustomerExtensionSettingServiceStub(object): """Proto file describing the CustomerExtensionSetting service. Service to manage customer extension settings. """ def __init__(self, channel): """Constructor. Args: channel: A grpc.Channel. """ self.GetCustomerExtensionSetting = channel.unary_unary( '/google.ads.googleads.v3.services.CustomerExtensionSettingService/GetCustomerExtensionSetting', request_serializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.GetCustomerExtensionSettingRequest.SerializeToString, response_deserializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_resources_dot_customer__extension__setting__pb2.CustomerExtensionSetting.FromString, ) self.MutateCustomerExtensionSettings = channel.unary_unary( '/google.ads.googleads.v3.services.CustomerExtensionSettingService/MutateCustomerExtensionSettings', request_serializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.MutateCustomerExtensionSettingsRequest.SerializeToString, response_deserializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.MutateCustomerExtensionSettingsResponse.FromString, ) class CustomerExtensionSettingServiceServicer(object): """Proto file describing the CustomerExtensionSetting service. Service to manage customer extension settings. """ def GetCustomerExtensionSetting(self, request, context): """Returns the requested customer extension setting in full detail. """ context.set_code(grpc.StatusCode.UNIMPLEMENTED) context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') def MutateCustomerExtensionSettings(self, request, context): """Creates, updates, or removes customer extension settings. Operation statuses are returned. """ context.set_code(grpc.StatusCode.UNIMPLEMENTED) context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') def add_CustomerExtensionSettingServiceServicer_to_server(servicer, server): rpc_method_handlers = { 'GetCustomerExtensionSetting': grpc.unary_unary_rpc_method_handler( servicer.GetCustomerExtensionSetting, request_deserializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.GetCustomerExtensionSettingRequest.FromString, response_serializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_resources_dot_customer__extension__setting__pb2.CustomerExtensionSetting.SerializeToString, ), 'MutateCustomerExtensionSettings': grpc.unary_unary_rpc_method_handler( servicer.MutateCustomerExtensionSettings, request_deserializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.MutateCustomerExtensionSettingsRequest.FromString, response_serializer=google_dot_ads_dot_googleads__v3_dot_proto_dot_services_dot_customer__extension__setting__service__pb2.MutateCustomerExtensionSettingsResponse.SerializeToString, ), } generic_handler = grpc.method_handlers_generic_handler( 'google.ads.googleads.v3.services.CustomerExtensionSettingService', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,))
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/tilemap.py
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guy-nithi/tilemap
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import pygame as pg import pytmx from settings import * def collide_hit_rect(one, two): return one.hit_rect.colliderect(two.rect) class Map: def __init__(self, filename): self.data = [] with open(filename, 'rt') as f: for line in f: self.data.append(line.strip()) self.tilewidth = len(self.data[0]) self.tileheight = len(self.data) self.width = self.tilewidth * TILESIZE self.height = self.tileheight * TILESIZE class TileMap: def __init__(self, filename): tm = pytmx.load_pygame(filename, pixelalpha=True) self.width = tm.width * tm.tilewidth self.height = tm.height * tm.tileheight self.tmxdata = tm def render(self, surface): ti = self.tmxdata.get_tile_image_by_gid for layer in self.tmxdata.visible_layers: if isinstance(layer, pytmx.TiledTileLayer): for x, y, gid, in layer: tile = ti(gid) if tile: surface.blit(tile, (x * self.tmxdata.tilewidth, y * self.tmxdata.tileheight)) def make_map(self): temp_surface = pg.Surface((self.width, self.height)) self.render(temp_surface) return temp_surface class Camera: def __init__(self, width, height): self.camera = pg.Rect(0, 0, width, height) self.width = width self.height = height def apply(self, entity): return entity.rect.move(self.camera.topleft) def apply_rect(self, rect): return rect.move(self.camera.topleft) def update(self, target): x = -target.rect.centerx + int(WIDTH / 2) y = -target.rect.centery + int(HEIGHT / 2) # limit scrolling to map size x = min(0, x) # left y = min(0, y) # top x = max(-(self.width - WIDTH), x) # right y = max(-(self.height - HEIGHT), y) # bottom self.camera = pg.Rect(x, y, self.width, self.height)
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bopopescu/JobSniperRails
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# -*- coding: utf-8 -*- # # Copyright 2017 Google LLC. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Update job command.""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals from googlecloudsdk.api_lib.dataproc import dataproc as dp from googlecloudsdk.api_lib.dataproc import util from googlecloudsdk.calliope import base from googlecloudsdk.command_lib.dataproc import flags from googlecloudsdk.command_lib.util.args import labels_util from googlecloudsdk.core import log class Update(base.UpdateCommand): """Update the labels for a job. Update the labels for a job. ## EXAMPLES To add the label 'customer=acme' to a job , run: $ {command} job_id --update-labels=customer=acme To update the label 'customer=ackme' to 'customer=acme', run: $ {command} job_id --update-labels=customer=acme To remove the label whose key is 'customer', run: $ {command} job_id --remove-labels=customer """ @staticmethod def Args(parser): flags.AddJobFlag(parser, 'update') changes = parser.add_argument_group(required=True) # Allow the user to specify new labels as well as update/remove existing labels_util.AddUpdateLabelsFlags(changes) def Run(self, args): dataproc = dp.Dataproc(self.ReleaseTrack()) job_ref = util.ParseJob(args.job, dataproc) changed_fields = [] orig_job = dataproc.client.projects_regions_jobs.Get( dataproc.messages.DataprocProjectsRegionsJobsGetRequest( projectId=job_ref.projectId, region=job_ref.region, jobId=job_ref.jobId)) # Update labels if the user requested it labels_update_result = labels_util.Diff.FromUpdateArgs(args).Apply( dataproc.messages.Job.LabelsValue, orig_job.labels) if labels_update_result.needs_update: changed_fields.append('labels') updated_job = orig_job updated_job.labels = labels_update_result.GetOrNone() request = dataproc.messages.DataprocProjectsRegionsJobsPatchRequest( projectId=job_ref.projectId, region=job_ref.region, jobId=job_ref.jobId, job=updated_job, updateMask=','.join(changed_fields)) returned_job = dataproc.client.projects_regions_jobs.Patch(request) log.UpdatedResource(returned_job) return returned_job
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apellidos = ["gonzalez", "gomez", "rodriguez", "lopez", "garcia"] total_apellidos = len(apellidos) print(f'Total de apellidos: {total_apellidos}') # Total de apellidos: 5 primer_apellido = apellidos[0] print(f'El primer apellido es: {primer_apellido}') # El primer apellido es: gonzalez ultimo_apellido = apellidos[-1] print(f'El último apellido es: {ultimo_apellido}') # El último apellido es: garcia primeros_2 = apellidos[0:2] print(f'Los primeros dos: {primeros_2}') # Los primeros dos: ['gonzalez', 'gomez'] ultimos_2 = apellidos[-2:] print(f'Los últimos dos son: {ultimos_2}') # Los últimos dos son: ['lopez', 'garcia'] # eliminar elementos especìficos apellidos.remove("lopez") # eliminar el primer elemento del apellidos[0] # eliminar y devolver lo eliminado primer_elemento = apellidos.pop(0) print(f'El primero era: {primer_elemento} y ahora es {apellidos[0]}') # El primero era: gomez y ahora es rodriguez # ordenar apellidos.sort() print(f'Lista ordenada: {apellidos}') # Lista ordenada: ['garcia', 'rodriguez'] # invertir orden apellidos.reverse() print(f'Lista invertida: {apellidos}') # Lista invertida: ['rodriguez', 'garcia']
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#!/usr/bin/python # -*- coding: utf-8 -*- # # Copyright 2005-2010 TUBITAK/UEKAE # Licensed under the GNU General Public License, version 2. # See the file http://www.gnu.org/licenses/old-licenses/gpl-2.0.txt from pisi.actionsapi import kde from pisi.actionsapi import get from pisi.actionsapi import pisitools from pisi.actionsapi import shelltools KeepSpecial=["libtool"] shelltools.export("HOME", get.workDIR()) WorkDir = "%s" % get.srcNAME() def setup(): # Fix automake and python detection pisitools.dosed("admin/cvs.sh", "automake\*1\.10\*", "automake*1.1[0-5]*") pisitools.dosed("admin/acinclude.m4.in", "KDE_CHECK_PYTHON_INTERN\(\"2.5", "KDE_CHECK_PYTHON_INTERN(\"%s" % get.curPYTHON().split("python")[1]) kde.make("-f admin/Makefile.common") shelltools.export("DO_NOT_COMPILE", "ksirc wifi lanbrowsing") kde.configure("--with-slp \ --with-wifi \ --disable-sametime-plugin \ --without-xmms \ --without-external-libgadu") def build(): kde.make() def install(): kde.install() pisitools.dodir("/etc") shelltools.touch("%s/etc/lisarc" % get.installDIR()) # We replace this file pisitools.remove("/usr/kde/3.5/share/apps/konqueror/servicemenus/kget_download.desktop") #pisitools.insinto("/etc/ppp/peers", "kppp_peers", "kppp") # DO_NOT_COMPILE doesn't cover docs pisitools.removeDir ("/usr/kde/3.5/share/doc/HTML/en/ksirc/") pisitools.removeDir ("/usr/kde/3.5/share/doc/HTML/en/kwifimanager/")
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/algorithms/sansa-and-xor.py
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imgeekabhi/HackerRank
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#!/bin/python3 import sys def sansaXor(arr): res = 0 arr_len = len(arr) if arr_len % 2 == 0: return 0 for ind in range(0, arr_len, 2): res ^= arr[ind] return res if __name__ == "__main__": t = int(input().strip()) for a0 in range(t): n = int(input().strip()) arr = list(map(int, input().strip().split(' '))) result = sansaXor(arr) print(result)
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arajo-hub/Test_Email-auth
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# Generated by Django 3.0.6 on 2020-05-13 13:34 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('account', '0001_initial'), ] operations = [ migrations.RemoveField( model_name='user', name='date_joined', ), migrations.RemoveField( model_name='user', name='is_admin', ), migrations.AlterField( model_name='user', name='is_active', field=models.BooleanField(default=False), ), migrations.AlterField( model_name='user', name='is_superuser', field=models.BooleanField(default=False, help_text='Designates that this user has all permissions without explicitly assigning them.', verbose_name='superuser status'), ), ]
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/wework/test_wework.py
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Frecy16/learning
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# import json # import random import re import pytest import requests def test_create_data(): """ 1、列表生成器 2、生成器 3、迭代器 """ data = [("weixiao" + str(x), "魏潇" + str(x), "152%08d" % x) for x in range(20)] print(data) return data class Testwework: @pytest.fixture(scope="session") def token(self): requests_params = { "corpid": "ww1d0df80a9ad528de", "corpsecret": "8nQMZi5-VPcw1UjYPcOLQWA0g-VdLHNV5531pbIPrkk" } r = requests.get("https://qyapi.weixin.qq.com/cgi-bin/gettoken", params=requests_params) return r.json()["access_token"] def get_token(self): """ 获取 token 企业id:ww1d0df80a9ad528de 通信录api secret:8nQMZi5-VPcw1UjYPcOLQWA0g-VdLHNV5531pbIPrkk url : https://qyapi.weixin.qq.com/cgi-bin/gettoken?corpid=ID&corpsecret=SECRET """ payload = { "corpid": "ww1d0df80a9ad528de", "corpsecret": "8nQMZi5-VPcw1UjYPcOLQWA0g-VdLHNV5531pbIPrkk" } r = requests.get("https://qyapi.weixin.qq.com/cgi-bin/gettoken", params=payload) # print(r.json()) return r.json()["access_token"] def test_create(self, token, userid, mobile, name="释琪", department=None): """ 创建成员 url: https://qyapi.weixin.qq.com/cgi-bin/user/create?access_token=ACCESS_TOKEN """ # access_token = self.get_token() if department is None: department = [4] body = { "userid": userid, "name": name, "mobile": mobile, "department": department, } # req_body = json.dumps(body) #字典转json json.loads() json转字典 r = requests.post(f"https://qyapi.weixin.qq.com/cgi-bin/user/create?access_token={token}", json=body) print(r.json()) return r.json() def test_get_users(self, token): # access_token = self.get_token() r = requests.get(f"https://qyapi.weixin.qq.com/cgi-bin/user/simplelist?access_token={token}\ &department_id=1&fetch_child=1") # print(r.json()) print(r.json()["userlist"]) def test_getmermber(self, token, userid): """ 获取成员信息 https://qyapi.weixin.qq.com/cgi-bin/user/get?access_token=ACCESS_TOKEN&userid=USERID """ # access_token = self.get_token() # userid = self.test_get_user(token) # payload = {"userid":"wangzhen"} r = requests.get(f"https://qyapi.weixin.qq.com/cgi-bin/user/get?access_token={token}&userid={userid}") return r.json() def test_update(self, token, userid, name="安琪", department=None, **kwargs): """ 更新成员信息 https://qyapi.weixin.qq.com/cgi-bin/user/update?access_token=ACCESS_TOKEN """ # access_token = self.get_token() if department is None: department = [3] body = { "userid": userid, "name": name, "department": department, "order": [1], **kwargs } r = requests.post(f"https://qyapi.weixin.qq.com/cgi-bin/user/update?access_token={token}", json=body) return r.json() def test_delete(self, token, userid): """ 删除成员 https://qyapi.weixin.qq.com/cgi-bin/user/delete?access_token=ACCESS_TOKEN&userid=USERID """ # access_token = self.get_token() # self.test_create(token) r = requests.get(f"https://qyapi.weixin.qq.com/cgi-bin/user/delete?access_token={token}&userid={userid}") return r.json() @pytest.mark.parametrize("userid,name,mobile", test_create_data()) def test_wework_crud(self, token, userid, mobile, name): """ 整体测试 """ # userid = "kenan123" # name = "释琪" # mobile = "15800000009" try: assert "created" == self.test_create(token, userid, mobile, name)["errmsg"] except AssertionError as e: if "mobile existed" in e.__str__(): re_userid = re.findall(":(.*)'$", e.__str__())[0] self.test_delete(token, re_userid) assert "created" == self.test_create(token, userid, mobile, name)["errmsg"] assert name == self.test_getmermber(token, userid)["name"] assert "updated" == self.test_update(token, userid, name="安琪")["errmsg"] assert "安琪" == self.test_getmermber(token, userid)["name"] assert "deleted" == self.test_delete(token, userid)["errmsg"] assert 60111 == self.test_getmermber(token, userid)["errcode"] # self.test_get_users(token)
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[]
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damanncarlos/Ocelot
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# -*- coding: utf-8 -*- from ... import toolz from ...collection import Collection import logging def log_conflicting_technology_levels(data): """Log anytime that there are both ``undefined`` and ``current`` inputs to a market. The behaviour when this condition occurs is undefined. We will later change all technology levels with ``undefined`` to ``current``, but there is no general rule what to prefer if there are already ``current`` activities in the market mix.""" activity_ds_filter = lambda x: x['type'] == 'transforming activity' has_undefined = lambda x: any(ds for ds in x if ds['technology level'] == 'undefined') has_current = lambda x: any(ds for ds in x if ds['technology level'] == 'current') for rp, datasets in toolz.groupby('reference product', filter(activity_ds_filter, data)).items(): if has_undefined(datasets) and has_current(datasets): logging.info({ 'type': 'table element', 'data': (rp, len(datasets)) }) return data log_conflicting_technology_levels.__table__ = { 'title': 'Log when both ``undefined`` and ``current`` are present in a market mix', 'columns': ["Reference product", "Number of datasets"] } def switch_undefined_to_current(data): activity_ds_filter = lambda x: x['type'] == 'transforming activity' for ds in filter(activity_ds_filter, data): if ds['technology level'] == 'undefined': ds['technology level'] = 'current' logging.info({ 'type': 'table element', 'data': (ds['name'], ds['reference product'], ds['location']) }) return data switch_undefined_to_current.__table__ = { 'title': 'Switch all `undefined` activity technology levels to `current`', 'columns': ["Reference product", "Number of datasets"] } cleanup_technology_levels = Collection( log_conflicting_technology_levels, switch_undefined_to_current, )
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import evaluation_code.darkflow_handler as darkflow_handler from keras.preprocessing.image import img_to_array from evaluation_code.encoding import base64_decode_image from threading import Thread import time from PIL import Image import flask import io import os from timeit import default_timer as timer from multiprocessing.pool import ThreadPool # Thanks to the tutorial at: https://blog.keras.io/building-a-simple-keras-deep-learning-rest-api.html app = flask.Flask(__name__) darkflow_model = None pool = ThreadPool() # del from timeit import default_timer as timer import numpy as np import base64 import sys times_del = [] def base64_decode_image(a, dtype, shape): # if this is Python 3, we need the extra step of encoding the # serialized NumPy string as a byte object if sys.version_info.major == 3: a = bytes(a, encoding="utf-8") # convert the string to a NumPy array using the supplied data # type and target shape a = np.frombuffer(base64.decodestring(a), dtype=dtype) a = a.reshape(shape) # return the decoded image return a class Server(object): """ Server """ def __init__(self): print("Server ... starting server and loading model ... please wait until its started ...") frequency_sec = 25.0 t = Thread(target=self.mem_monitor_deamon, args=([frequency_sec])) t.daemon = True t.start() app.run() # On server: #app.run(host='0.0.0.0', port=8123) def mem_monitor_deamon(self, frequency_sec): import subprocess while (True): out = subprocess.Popen(['ps', 'v', '-p', str(os.getpid())], stdout=subprocess.PIPE).communicate()[0].split(b'\n') vsz_index = out[0].split().index(b'RSS') mem = float(out[1].split()[vsz_index]) / 1024 print("Memory:", mem) time.sleep(frequency_sec) # check every frequency_sec sec @app.route("/handshake", methods=["POST"]) def handshake(): # Handshake data = {"success": False} start = timer() if flask.request.method == "POST": if flask.request.files.get("client"): client_message = flask.request.files["client"].read() print("Handshake, received: ",client_message) end = timer() data["internal_time"] = end - start data["success"] = True # return the data dictionary as a JSON response return flask.jsonify(data) @app.route("/test_request_size", methods=["POST"]) def test_request_size(): # Evaluate data data = {"success": False} if flask.request.method == "POST": lens = [] blobs = [] t1 = timer() for key in flask.request.files: blob = flask.request.files[key].read() l = len(blob) print("blobl length/size",l) lens.append(l) blobs.append(blob) t2 = timer() times_del.append((t2-t1)) print("reading time avg ", np.mean(times_del)) print("trying to load it...") blob = blobs[0] print("blob : ", type(blob), blob) image = Image.open(io.BytesIO(blob)) print("image : ", type(image), image) image = img_to_array(image) print("image : ", type(image), image.shape) data["time"] = (t2-t1) data["blob_lengths"] = lens # indicate that the request was a success data["success"] = True return flask.jsonify(data) if __name__ == "__main__": server = Server()
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import sys import os from phgl_imp import * from .zqh_rocc_main import zqh_rocc_base_module class zqh_rocc_stub(zqh_rocc_base_module): def main(self): super(zqh_rocc_stub, self).main() self.io.cmd.ready /= 0 self.io.resp.valid /= 0 self.io.resp.bits /= 0 self.io.mem.req.valid /= 0 self.io.mem.req.bits /= 0 self.io.mem.s1_kill /= 0 self.io.busy /= 0 self.io.interrupt /= 0
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# -*- coding: utf-8 -*- import os from libsvm.svmutil import * _bitrate_list = [u'8', u'16', u'24', u'32', u'40', u'48', u'56', u'64', u'80', u'96', u'112', u'128', u'160', u'192', u'224', u'256', u'320'] _bitrate_list = [u'32'] _y, _x = [], [] def analyse_process(_group): os.remove(u'tmp.wav') os.remove(u'tmp.mp3') _file_in = open(u'data.tmp', 'r') _cnt_arr, _eq_zero, _len = [0.0 for x in range(20)], 0, 0 try: for _i in range(2): _line = _file_in.readline() while True: _line = _file_in.readline() if _line == '': break if _line == '\n': continue _mdct_arr = map(float, _line.split(' ')[:-1]) _len += 1 for _e in _mdct_arr: if _e == 0.0: _eq_zero += 1 for _i in range(20): _list = _mdct_arr[_i * 24: (_i + 1) * 24] _cnt_arr[_i] += sum(_list) / 24.0 _eq_zero = float(_eq_zero) / float(_len) for i in range(20): _cnt_arr[i] /= float(_len) _y.append(_group) _x.append([_eq_zero] + _cnt_arr) finally: _file_in.close() os.remove(u'data.tmp') # Decoder path _decoder = os.path.abspath(u'./mpg123_decode/mpg123_to_wav.exe') # Encoder path _encoder = os.path.abspath(u'./lame_encode/lame.exe') # Analyse origin mp3 file for _bitrate in _bitrate_list: _folder_path = os.path.abspath(u'F:/mp3_sample/origin/' + _bitrate) _file_list = os.listdir(_folder_path) print 'Starting analyse origin ' + str(_bitrate) + '-bitrate mp3 file' for _file in _file_list: _file_path = os.path.abspath(unicode(_folder_path) + u'/' + _file) _recv = os.popen(_decoder + u' \"' + _file_path + u'\" tmp.wav').read() if 'written' not in _recv: print 'Warning: This file (' + str(_file_path) + ') is not support' else: _recv = os.popen(_encoder + u' tmp.wav tmp.mp3 -b 32').read() analyse_process(1) print 'Analysing for origin ' + str(_bitrate) + '-bitrate mp3 file has been done' # Analyse double double-compress mp3 file for _bitrate in _bitrate_list: _folder_path = os.path.abspath(u'F:/mp3_sample/double_compression/' + _bitrate) _nxt_folder_list = os.listdir(_folder_path) print 'Starting analyse double-compress ' + str(_bitrate) + '-bitrate mp3 file' for _nxt_folder in _nxt_folder_list: _nxt_folder_path = os.path.abspath(unicode(_folder_path) + u'/' + _nxt_folder) _file_list = os.listdir(_nxt_folder_path) for _file in _file_list: if u'_' + _bitrate + u'.mp3' == _file: continue if _file != u'_64.mp3': continue _file_path = os.path.abspath(unicode(_nxt_folder_path) + u'/' + _file) _recv = os.popen(_decoder + u' \"' + _file_path + u'\" tmp.wav').read() if 'written' not in _recv: print 'Warning: This file (' + str(_file_path) + ') is not support' else: _recv = os.popen(_encoder + u' tmp.wav tmp.mp3 -b 64').read() analyse_process(-1) print 'Analysing for double-compress ' + str(_bitrate) + '-bitrate mp3 file has been done' _m = svm_train(_y, _x) svm_save_model('detecting_double_compression.model', _m)
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########################################################################## # # Copyright (c) 2011, John Haddon. All rights reserved. # Copyright (c) 2012, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above # copyright notice, this list of conditions and the following # disclaimer. # # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following # disclaimer in the documentation and/or other materials provided with # the distribution. # # * Neither the name of John Haddon nor the names of # any other contributors to this software may be used to endorse or # promote products derived from this software without specific prior # written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS # IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR # CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, # EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, # PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR # PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF # LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING # NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS # SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # ########################################################################## import unittest import weakref import IECore import Gaffer import GafferUI import GafferUITest class WidgetSignalTest( GafferUITest.TestCase ) : def test( self ) : w = GafferUI.TabbedContainer() s = GafferUI.WidgetSignal() self.assertEqual( s( w ), False ) self.__widget = None def f( ww ) : self.__widget = ww return True c = s.connect( f ) self.assertEqual( s( w ), True ) self.assert_( self.__widget is w ) def testDeletionOfConnectionDisconnects( self ) : w = GafferUI.TabbedContainer() s = GafferUI.WidgetSignal() self.assertEqual( s( w ), False ) def f( ww ) : return True c = s.connect( f ) self.assertEqual( s( w ), True ) del c self.assertEqual( s( w ), False ) def testCircularRef( self ) : class A( GafferUI.TabbedContainer ) : def __init__( self ) : GafferUI.TabbedContainer.__init__( self ) self.signal = GafferUI.WidgetSignal() @staticmethod def f( widget ) : return True def ff( self, other ) : return True a = A() self.assertEqual( a.signal( a ), False ) a.c = a.signal.connect( A.f ) self.assertEqual( a.signal( a ), True ) w = weakref.ref( a ) self.assert_( w() is a ) del a self.assertEqual( w(), None ) a2 = A() self.assertEqual( a2.signal( a2 ), False ) # it is imperative to connect to a WeakMethod to prevent # unbreakable circular references from forming. a2.c = a2.signal.connect( Gaffer.WeakMethod( a2.ff ) ) self.assertEqual( a2.signal( a2 ), True ) w = weakref.ref( a2 ) self.assert_( w() is a2 ) del a2 self.assertEqual( w(), None ) def tearDown( self ) : self.__widget = None GafferUITest.TestCase.tearDown( self ) if __name__ == "__main__": unittest.main()
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from vpython import * scene.background = color.white scene.width = 600 scene.height = 600 scene.forward = vector(-.5, -.3, -1) scene.caption = """To rotate "camera", drag with right button or Ctrl-drag. To zoom, drag with middle button or Alt/Option depressed, or use scroll wheel. On a two-button mouse, middle is left + right. To pan left/right and up/down, Shift-drag. Touch screen: pinch/extend to zoom, swipe or two-finger rotate.""" x_axis = cylinder(color=vector(1, 0, 0), pos=vector(0, 0, 0), axis=vector(10, 0, 0), radius=0.3) x_lbl = label(pos=vector(11, 0, 0), text="x-axis", color=color.red, opacity=0, height=30, box=0) y_axis = cylinder(color=color.green, pos=vector(0,0,0), axis=vector(0,10,0), radius=0.3) y_lbl = label(pos=vector(0, 11, 0), text="y-axis", color=color.green, opacity=0, height=30, box=0) z_axis = cylinder(color=color.blue, pos=vector(0, 0, 0), axis=vector(0, 0, 10), radius=0.3) z_lbl = label(pos=vector(0, 0, 11), text="z-axis", color=color.blue, opacity=0, height=30, box=0) birthday_axis = cylinder(color=color.yellow, pos=vector(0, 0, 0), axis=vector(4, 8, 11), radius=0.3) birthday_lbl = label(pos=vector(5, 9, 12), text="birthday vector", color=color.yellow, opacity=0, height=30, box=0) #day day month
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#Embedded file name: e:\jenkins\workspace\client_SERENITY\branches\release\SERENITY\carbon\common\script\net\GPSExceptions.py import blue import eve.common.script.net.eveMachoNetVersion as eveMachoVersion import exceptions class GPSException(StandardError): __guid__ = 'exceptions.GPSException' def __init__(self, *args): super(GPSException, self).__init__(*args) self.reason = args[0] if args else None def __repr__(self): return '<%s: reason=%r, args[1:]=%r>' % (self.__class__.__name__, self.reason, self.args[1:]) class GPSTransportClosed(GPSException): __guid__ = 'exceptions.GPSTransportClosed' def __init__(self, reason = None, reasonCode = None, reasonArgs = {}, machoVersion = None, version = None, build = None, codename = None, region = None, origin = None, loggedOnUserCount = None, exception = None): args = (reason, exception) if exception else (reason,) super(GPSTransportClosed, self).__init__(*args) self.machoVersion = machoVersion or eveMachoVersion.machoVersion self.version = version or boot.version self.build = build or boot.build self.codename = str(codename or boot.codename) self.region = str(region or boot.region) self.loggedOnUserCount = loggedOnUserCount or 'machoNet' in sm.services and sm.services['machoNet'].GetClusterSessionCounts('EVE:Online')[0] self.origin = origin or boot.role self.clock = blue.os.GetWallclockTimeNow() self.reasonCode = reasonCode self.reasonArgs = reasonArgs def GetCloseArgs(self): args = {'reason': getattr(self, 'reason', None), 'reasonCode': getattr(self, 'reasonCode', None), 'reasonArgs': getattr(self, 'reasonArgs', None), 'exception': self} return args class GPSRemoteTransportClosed(GPSTransportClosed): __guid__ = 'exceptions.GPSRemoteTransportClosed' class GPSBadAddress(GPSException): __guid__ = 'exceptions.GPSBadAddress' class GPSAddressOccupied(GPSException): __guid__ = 'exceptions.GPSAddressOccupied' import __builtin__ __builtin__.GPSException = GPSException __builtin__.GPSTransportClosed = GPSTransportClosed __builtin__.GPSBadAddress = GPSBadAddress __builtin__.GPSAddressOccupied = GPSAddressOccupied exceptions.GPSException = GPSException exceptions.GPSRemoteTransportClosed = GPSRemoteTransportClosed exceptions.GPSTransportClosed = GPSTransportClosed exceptions.GPSBadAddress = GPSBadAddress exceptions.GPSAddressOccupied = GPSAddressOccupied
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import scrapy from scrapy.linkextractors import LinkExtractor from scrapy.spiders import CrawlSpider, Rule class BuiltSpider(CrawlSpider): name = 'built' allowed_domains = ['www.jcsalesweb.com'] start_urls = ['https://www.jcsalesweb.com/'] rules = ( Rule(LinkExtractor(restrict_xpaths='//li[@class="nav-category-item"]/a'), follow=True), Rule(LinkExtractor(restrict_xpaths='//div[@class="display-label product-name"]/a'), callback = 'parse_item', follow=True), Rule(LinkExtractor(restrict_xpaths='(//a[@class="page-nav-label"])[2]'), follow=True), ) def parse_item(self, response): title = response.xpath('//h2/text()').get() item_no = response.xpath('normalize-space(//div[@style="margin-top: 4px; font-size: 17px; font-weight: bold; color: #103972;"]/text())').get() country_of_origin = response.xpath('normalize-space(//div[contains(text(),"Country of Origin")]/text())').get() barcode = response.xpath('normalize-space(//div[contains(text(),"Barcode")]/text()[2])').get() desc = response.xpath('normalize-space(//div[@class="product-umdescription"]/text())').get() image = response.xpath('//div[@class="image"]/a[@class="dispaly-large-image"]/@href').get() price = response.xpath('normalize-space(//span[@class="display-label each-price"]/text())').get() pack_price = response.xpath('normalize-space(//span[@class="pack-price"]/text())').get() yield{ 'title':title, 'item_no':item_no, "Country of Origin":country_of_origin, 'barcode':barcode, 'Description':desc, 'image':image, 'price':price, 'pack_price':pack_price, 'url':response.url }
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# -*- coding: utf-8 -*- import datetime from south.db import db from south.v2 import SchemaMigration from django.db import models class Migration(SchemaMigration): def forwards(self, orm): # Changing field 'Source.reference' db.alter_column('payment_source', 'reference', self.gf('django.db.models.fields.CharField')(default='', max_length=128)) # Changing field 'Source.label' db.alter_column('payment_source', 'label', self.gf('django.db.models.fields.CharField')(default='', max_length=128)) # Changing field 'Transaction.status' db.alter_column('payment_transaction', 'status', self.gf('django.db.models.fields.CharField')(default='', max_length=128)) # Changing field 'Transaction.reference' db.alter_column('payment_transaction', 'reference', self.gf('django.db.models.fields.CharField')(default='', max_length=128)) # Changing field 'Bankcard.partner_reference' db.alter_column('payment_bankcard', 'partner_reference', self.gf('django.db.models.fields.CharField')(default='', max_length=255)) def backwards(self, orm): # Changing field 'Source.reference' db.alter_column('payment_source', 'reference', self.gf('django.db.models.fields.CharField')(max_length=128, null=True)) # Changing field 'Source.label' db.alter_column('payment_source', 'label', self.gf('django.db.models.fields.CharField')(max_length=128, null=True)) # Changing field 'Transaction.status' db.alter_column('payment_transaction', 'status', self.gf('django.db.models.fields.CharField')(max_length=128, null=True)) # Changing field 'Transaction.reference' db.alter_column('payment_transaction', 'reference', self.gf('django.db.models.fields.CharField')(max_length=128, null=True)) # Changing field 'Bankcard.partner_reference' db.alter_column('payment_bankcard', 'partner_reference', self.gf('django.db.models.fields.CharField')(max_length=255, null=True)) models = { 'address.country': { 'Meta': {'ordering': "('-is_highlighted', 'name')", 'object_name': 'Country'}, 'is_highlighted': ('django.db.models.fields.BooleanField', [], {'default': 'False', 'db_index': 'True'}), 'is_shipping_country': ('django.db.models.fields.BooleanField', [], {'default': 'False', 'db_index': 'True'}), 'iso_3166_1_a2': ('django.db.models.fields.CharField', [], {'max_length': '2', 'primary_key': 'True'}), 'iso_3166_1_a3': ('django.db.models.fields.CharField', [], {'max_length': '3', 'null': 'True', 'db_index': 'True'}), 'iso_3166_1_numeric': ('django.db.models.fields.PositiveSmallIntegerField', [], {'null': 'True', 'db_index': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '128'}), 'printable_name': ('django.db.models.fields.CharField', [], {'max_length': '128'}) }, 'auth.group': { 'Meta': {'object_name': 'Group'}, 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'unique': 'True', 'max_length': '80'}), 'permissions': ('django.db.models.fields.related.ManyToManyField', [], {'to': "orm['auth.Permission']", 'symmetrical': 'False', 'blank': 'True'}) }, 'auth.permission': { 'Meta': {'ordering': "('content_type__app_label', 'content_type__model', 'codename')", 'unique_together': "(('content_type', 'codename'),)", 'object_name': 'Permission'}, 'codename': ('django.db.models.fields.CharField', [], {'max_length': '100'}), 'content_type': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['contenttypes.ContentType']"}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '50'}) }, 'auth.user': { 'Meta': {'object_name': 'User'}, 'date_joined': ('django.db.models.fields.DateTimeField', [], {'default': 'datetime.datetime.now'}), 'email': ('django.db.models.fields.EmailField', [], {'max_length': '75', 'blank': 'True'}), 'first_name': ('django.db.models.fields.CharField', [], {'max_length': '30', 'blank': 'True'}), 'groups': ('django.db.models.fields.related.ManyToManyField', [], {'to': "orm['auth.Group']", 'symmetrical': 'False', 'blank': 'True'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'is_active': ('django.db.models.fields.BooleanField', [], {'default': 'True'}), 'is_staff': ('django.db.models.fields.BooleanField', [], {'default': 'False'}), 'is_superuser': ('django.db.models.fields.BooleanField', [], {'default': 'False'}), 'last_login': ('django.db.models.fields.DateTimeField', [], {'default': 'datetime.datetime.now'}), 'last_name': ('django.db.models.fields.CharField', [], {'max_length': '30', 'blank': 'True'}), 'password': ('django.db.models.fields.CharField', [], {'max_length': '128'}), 'user_permissions': ('django.db.models.fields.related.ManyToManyField', [], {'to': "orm['auth.Permission']", 'symmetrical': 'False', 'blank': 'True'}), 'username': ('django.db.models.fields.CharField', [], {'unique': 'True', 'max_length': '30'}) }, 'contenttypes.contenttype': { 'Meta': {'ordering': "('name',)", 'unique_together': "(('app_label', 'model'),)", 'object_name': 'ContentType', 'db_table': "'django_content_type'"}, 'app_label': ('django.db.models.fields.CharField', [], {'max_length': '100'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'model': ('django.db.models.fields.CharField', [], {'max_length': '100'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '100'}) }, 'order.billingaddress': { 'Meta': {'object_name': 'BillingAddress'}, 'country': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['address.Country']"}), 'first_name': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'last_name': ('django.db.models.fields.CharField', [], {'max_length': '255', 'blank': 'True'}), 'line1': ('django.db.models.fields.CharField', [], {'max_length': '255'}), 'line2': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'line3': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'line4': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'postcode': ('django.db.models.fields.CharField', [], {'max_length': '64', 'null': 'True', 'blank': 'True'}), 'search_text': ('django.db.models.fields.CharField', [], {'max_length': '1000'}), 'state': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'title': ('django.db.models.fields.CharField', [], {'max_length': '64', 'null': 'True', 'blank': 'True'}) }, 'order.order': { 'Meta': {'ordering': "['-date_placed']", 'object_name': 'Order'}, 'basket_id': ('django.db.models.fields.PositiveIntegerField', [], {'null': 'True', 'blank': 'True'}), 'billing_address': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['order.BillingAddress']", 'null': 'True', 'blank': 'True'}), 'date_placed': ('django.db.models.fields.DateTimeField', [], {'auto_now_add': 'True', 'db_index': 'True', 'blank': 'True'}), 'guest_email': ('django.db.models.fields.EmailField', [], {'max_length': '75', 'null': 'True', 'blank': 'True'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'number': ('django.db.models.fields.CharField', [], {'max_length': '128', 'db_index': 'True'}), 'shipping_address': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['order.ShippingAddress']", 'null': 'True', 'blank': 'True'}), 'shipping_excl_tax': ('django.db.models.fields.DecimalField', [], {'default': '0', 'max_digits': '12', 'decimal_places': '2'}), 'shipping_incl_tax': ('django.db.models.fields.DecimalField', [], {'default': '0', 'max_digits': '12', 'decimal_places': '2'}), 'shipping_method': ('django.db.models.fields.CharField', [], {'max_length': '128', 'null': 'True', 'blank': 'True'}), 'site': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['sites.Site']"}), 'status': ('django.db.models.fields.CharField', [], {'max_length': '100', 'null': 'True', 'blank': 'True'}), 'total_excl_tax': ('django.db.models.fields.DecimalField', [], {'max_digits': '12', 'decimal_places': '2'}), 'total_incl_tax': ('django.db.models.fields.DecimalField', [], {'max_digits': '12', 'decimal_places': '2'}), 'user': ('django.db.models.fields.related.ForeignKey', [], {'blank': 'True', 'related_name': "'orders'", 'null': 'True', 'to': "orm['auth.User']"}) }, 'order.shippingaddress': { 'Meta': {'object_name': 'ShippingAddress'}, 'country': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['address.Country']"}), 'first_name': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'last_name': ('django.db.models.fields.CharField', [], {'max_length': '255', 'blank': 'True'}), 'line1': ('django.db.models.fields.CharField', [], {'max_length': '255'}), 'line2': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'line3': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'line4': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'notes': ('django.db.models.fields.TextField', [], {'null': 'True', 'blank': 'True'}), 'phone_number': ('django.db.models.fields.CharField', [], {'max_length': '32', 'null': 'True', 'blank': 'True'}), 'postcode': ('django.db.models.fields.CharField', [], {'max_length': '64', 'null': 'True', 'blank': 'True'}), 'search_text': ('django.db.models.fields.CharField', [], {'max_length': '1000'}), 'state': ('django.db.models.fields.CharField', [], {'max_length': '255', 'null': 'True', 'blank': 'True'}), 'title': ('django.db.models.fields.CharField', [], {'max_length': '64', 'null': 'True', 'blank': 'True'}) }, 'payment.bankcard': { 'Meta': {'object_name': 'Bankcard'}, 'card_type': ('django.db.models.fields.CharField', [], {'max_length': '128'}), 'expiry_date': ('django.db.models.fields.DateField', [], {}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '255'}), 'number': ('django.db.models.fields.CharField', [], {'max_length': '32'}), 'partner_reference': ('django.db.models.fields.CharField', [], {'max_length': '255', 'blank': 'True'}), 'user': ('django.db.models.fields.related.ForeignKey', [], {'related_name': "'bankcards'", 'to': "orm['auth.User']"}) }, 'payment.source': { 'Meta': {'object_name': 'Source'}, 'amount_allocated': ('django.db.models.fields.DecimalField', [], {'default': "'0.00'", 'max_digits': '12', 'decimal_places': '2'}), 'amount_debited': ('django.db.models.fields.DecimalField', [], {'default': "'0.00'", 'max_digits': '12', 'decimal_places': '2'}), 'amount_refunded': ('django.db.models.fields.DecimalField', [], {'default': "'0.00'", 'max_digits': '12', 'decimal_places': '2'}), 'currency': ('django.db.models.fields.CharField', [], {'default': "'GBP'", 'max_length': '12'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'label': ('django.db.models.fields.CharField', [], {'max_length': '128', 'blank': 'True'}), 'order': ('django.db.models.fields.related.ForeignKey', [], {'related_name': "'sources'", 'to': "orm['order.Order']"}), 'reference': ('django.db.models.fields.CharField', [], {'max_length': '128', 'blank': 'True'}), 'source_type': ('django.db.models.fields.related.ForeignKey', [], {'to': "orm['payment.SourceType']"}) }, 'payment.sourcetype': { 'Meta': {'object_name': 'SourceType'}, 'code': ('django.db.models.fields.SlugField', [], {'max_length': '128'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '128'}) }, 'payment.transaction': { 'Meta': {'object_name': 'Transaction'}, 'amount': ('django.db.models.fields.DecimalField', [], {'max_digits': '12', 'decimal_places': '2'}), 'date_created': ('django.db.models.fields.DateTimeField', [], {'auto_now_add': 'True', 'blank': 'True'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'reference': ('django.db.models.fields.CharField', [], {'max_length': '128', 'blank': 'True'}), 'source': ('django.db.models.fields.related.ForeignKey', [], {'related_name': "'transactions'", 'to': "orm['payment.Source']"}), 'status': ('django.db.models.fields.CharField', [], {'max_length': '128', 'blank': 'True'}), 'txn_type': ('django.db.models.fields.CharField', [], {'max_length': '128', 'blank': 'True'}) }, 'sites.site': { 'Meta': {'ordering': "('domain',)", 'object_name': 'Site', 'db_table': "'django_site'"}, 'domain': ('django.db.models.fields.CharField', [], {'max_length': '100'}), 'id': ('django.db.models.fields.AutoField', [], {'primary_key': 'True'}), 'name': ('django.db.models.fields.CharField', [], {'max_length': '50'}) } } complete_apps = ['payment']
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/.history/app_20201124130253.py
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[]
no_license
thawalk/db_flask_server
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cd55f1c9bf84c734457ee02d9f64a6833e295fad
refs/heads/master
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import json import pymongo from flask import Flask, jsonify, url_for, request, redirect,Response,Request import pymongo from bson.json_util import dumps import mysql.connector from werkzeug.serving import run_simple import os from dotenv import load_dotenv import datetime import time app = Flask(__name__) test_collection='test_collection' mongo = pymongo.MongoClient('mongodb://54.83.130.150:27017/?readPreference=primary&appname=MongoDB%20Compass&ssl=false') db = pymongo.database.Database(mongo, 'test') metadata_col = pymongo.collection.Collection(db, 'test_collection') db = mysql.connector.connect( host ='3.84.158.241', user = 'root', password = '', database = 'reviews', ) cur = db.cursor() @app.route('/',methods=["GET"]) def api_root(): data = { 'message': 'Welcome to our website. Where reviews are our number one priority' } js = json.dumps(data) response = Response(js, status=200, mimetype='application/json') return response @app.route('/categories', methods = ['GET']) #TODO: #returns list of categories def get_categories(): categories = [] js = json.dumps(data) response = Response(js, status=200, mimetype='application/json') return response @app.route('/search', methods=['GET']) #now it only searches for TITLE. the mongo metadata does not have author def search_book(): try: data = request.json title = data["title"] result = metadata_col.find({"title":title}) result_array = dumps(list(result)) print(result_array) js = json.dumps(result_array) response = Response(js, status=200, mimetype='application/json') return response except: errMsg = "Please include title." js = json.dumps(errMsg) response = Response(js, status=400, mimetype='application/json') return response # @app.route('/review', methods=['POST']) # def add_review(): # if not request.json or not request.json['asin'] or type(request.json['asin']) != str or not request.json['overall'] or not request.json['reviewText'] or type(request.json['reviewText']) != str or not request.json['reviewTime'] or type(request.json['reviewTime']) != str or not request.json['reviewerID'] or type(request.json['reviewerID']) != str or not request.json['reviewerName'] or type(request.json['reviewerName']) != str or not request.json['summary'] or type(request.json['summary']) != str or not request.json['unixReviewTime'] or type(request.json['unixReviewTime']) != int : # return 'invalid request msg', 404 # txt = "INSERT INTO 'kindle_reviews' ('id', 'asin', 'overall', 'reviewText', 'reviewTime', 'reviewerID', 'reviewerName', 'summary', 'unixReviewTime') VALUES (%s)" # values = (None, request.json['asin'], request.json['overall'], request.json['reviewText'], request.json['reviewTime'], request.json['reviewerID'], request.json['reviewerName'], request.json['summary'], request.json['unixReviewTime']) # cur.execute(txt, values) # return 'successfully uploaded new review', 200 @app.route('/addBook',methods= ['POST']) def add_book(): # if not request.json or not request.json['asin'] or type(request.json['asin']) != str or not request.json['overall'] or not request.json['reviewText'] or type(request.json['reviewText']) != str or not request.json['reviewTime'] or type(request.json['reviewTime']) != str or not request.json['reviewerID'] or type(request.json['reviewerID']) != str or not request.json['reviewerName'] or type(request.json['reviewerName']) != str or not request.json['summary'] or type(request.json['summary']) != str or not request.json['unixReviewTime'] or type(request.json['unixReviewTime']) != int : # return 'invalid request msg', 404 try: data = request.json title = data['title'] asin = data['asin'] description = data['description'] price = data['price'] categories = data['categories'] message = "Book added successfully" metadata_col.insert({"title":title,"asin":asin,"description":description,"price":price,"categories":categories}) js = json.dumps(message) response = Response(js, status=201, mimetype='application/json') return response except: errMsg = "Please include title, asin, description, price and categories." js = json.dumps(errMsg) response = Response(js, status=400, mimetype='application/json') return response @app.route('/addReview',methods = ['POST']) #TODO: add review INTO sql part def add_review(): try: data = request.json asin = data["asin"] helpful = [0,0] overall = data["overall"] reviewText = data["reviewText"] reviewTime = data["reviewTime"] reviewerID = data["reviewerID"] reviewerName = data["reviewerName"] summary = data["summary"] unixReviewTime = int(time.time()) mySQL_insert_query = f"""INSERT INTO reviews.kindle_reviews (asin, helpful, overall, reviewText, reviewTime, reviewerID, reviewerName, summary, unixReviewTime) VALUES ("{asin}","{helpful}",{overall},"{reviewText}","{reviewTime}","{reviewerID}","{reviewerName}","{summary}","{unixReviewTime}");""" cur.execute(mySQL_insert_query) db.commit() message = "Successfully uploaded review" js = json.dumps(message) response = Response(js, status=201, mimetype='application/json') return response except: errMsg = "An error occurred. Please check if you have all fields." js = json.dumps(errMsg) response = Response(js, status=400, mimetype='application/json') return response @app.route('/sortByGenres', methods= ['GET']) #TODO: sort by genres from mongo metadata categories def sort_by_genres(): pass @app.route('/sortByRating' , methods = ['GET']) def sort_by_ratings(): #sort by increasing ratings, decreasing rating try: data = request.json rating_preference = data['rating_preference'] if(rating_preference = 'increasing'): #means rating 1 will come out first mySQL_sort_query = """SELECT * FROM reviews.kindle_reviews ORDER BY overall ASC LIMIT 10;""" cur.execute(mySQL_sort_query) result_set = cursor.fetchall() except: errMsg = "An error occurred. Please check if you have all fields." js = json.dumps(errMsg) response = Response(js, status=400, mimetype='application/json') return response if __name__ == '__main__': # app.run(host="0.0.0.0", port=80) #remember to change this part app.run(debug=True)
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/dessn/investigations/zeropoints/__init__.py
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[ "MIT" ]
permissive
dessn/sn-bhm
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f320a41f9a4f2be49073437e98addca79e938160
refs/heads/master
2020-08-28T03:34:38.180148
2019-05-01T04:23:23
2019-05-01T04:23:23
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r""" A fully rigorous analysis would be expected to integrate zero point uncertainty and covariance by having the conversion between counts and flux. However, this is numerically infeasible, as there are so many observational effects that must be included to get the actual flux and flux error. Because of this, zero point uncertainty is generally propagated into analysis by determining the numerical derivative of the parameters of interest (generally apparent magnitude, stretch and colour of the supernovae) with respect to the zero points by simulations. In doing this, there is an assumption made about the linearity of the gradient surface. For our DES-like data sample, we find that numerical derivatives remain linear on scales exceeding :math:`5\sigma`, and so utilise this method like previous analyses. As normal, we take a base light curve, and then - for each band we have - we shift the flux and flux error for those observations lke we had perturbed the zero point, and compare the difference in SALT2 fit summary statistics between the base light curve and the perturbed light curve. With typical zero point uncertainty estimated to be of the order of :math:`0.01` mag, we calculate numerical derivatives using that :math:`\delta Z_b = 0.01`. Identical results were used found when using :math:`\delta Z_b = 0.05` and when using either Newton's difference quotient or symmetric difference quotient. Using several thousand supernova and simulating an underlying population which has dispersion in magnitude, stretch and colour, we produce the following plot. .. figure:: ../dessn/investigations/zeropoints/output/sensitivity.png :align: center :width: 60% The lighter and more disperse colours show the numerical gradients I have calculated. The darker, tighter and discontinuous lines are gradients Chris Lidman has calculated (using canonical supernova). Whilst he is using DES observations and I assume fixed cadence, the disparity between the curves is a concern and needs to be figured out. I should note that the underlying population I draw from is not the issue here - I still have many times his dispersion when I collapse my underlying supernova population into a delta function. """
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ded0c895f6e1f8853f2222ae498bdc7ae52ef0e4
/week-03/week03/fit_es9_bodediag_g500.py
52b0261c3feb10d4a04ae9a37b493ba89d270a4d
[]
no_license
LorenzoLMP/TD2015
6a8846b4592b32db81338b8522a10a2dc52531c1
e39b51d48149d07c3cea682a02eeec4e69ffbabd
refs/heads/master
2021-01-17T14:47:20.378339
2016-05-31T11:33:50
2016-05-31T11:33:50
43,302,288
0
0
null
2015-09-28T13:58:46
2015-09-28T13:23:45
null
UTF-8
Python
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from pylab import * from scipy import * from scipy import optimize from scipy import misc data = genfromtxt('es9_500_buono') f = data[:,0] guad = data[:,1] sfasa = data[:,2] xdata = f ydata = guad zdata = sfasa #sigmax = data [:,3] #sigmay = data [:,4] for k in range (len(zdata)): zdata[k]=zdata[k] - 0.0006*xdata[k] ######################################### sigmay = [] i = 0 while i < len(ydata): t = max(0.03/100, 2*sqrt(2)*0.002) w = sqrt( t**2 + 0.005/(ydata[i]*0.1) ) sigmay.append(w) i = i+1 sigmay = array(sigmay) sigmax = [] i = 0 while i < len(xdata): s = max(0.040, xdata[i]*5*10**(-5)) sigmax.append(s) i = i +1 sigmax = array(sigmax) ############################################## rc('font', size=15) #xlabel(r'$frequenza [Hz]$') #ylabel(r'$Gain $') minorticks_on() #Attivare per scala bilog #xscale('log') #yscale('log') #xlim(80,30000) #ylim(35,103) ############################################################ #Parte per plot dati #grid('on', which = "both") #title("Bode Diagram Gain-Phase", size = 15) #plot(xdata, ydata, linestyle="None",marker=".", color="black", markersize= 10) subplot(2, 1, 1) title("Bode Diagram Gain-Phase G500", size = 15) errorbar(xdata, ydata, sigmay, sigmax, linestyle="None", color="black") xscale('log') xlim(100,10000) #xlabel(r'$frequenza [Hz]$') ylabel(r'$Gain $') grid('on', which = "both") freq_tagl = r'$f_{C} = 1.64 \pm 0.04 kHz $' text(xdata.min()*1.5, 300, freq_tagl, family='serif', style='italic', size=15) gain = r'$G = 540 \pm 2 $' text(xdata.min()*1.5, 200, gain, family='serif', style='italic', size=15) prod = r'$G*f_{C} = (887 \pm 30) kHz $' text(xdata.min()*1.5, 100, prod, family='serif', style='italic', size=15) #savefig('C:\Python33\Fuso\filtro_RC\grafico1.png', dpi=200) ################################################################ subplot(2,1,2) plot(xdata, zdata, linestyle="None",marker=".", color="black", markersize= 6) #errorbar(xdata, zdata, linestyle="None", color="black") xscale('log') xlabel(r'$frequenza [Hz]$') #xlim(80,30000) ylabel(r'$Sfasamento $') grid('on', which = "both") savefig('es_9_bode_g500.png', dpi=400) show()
3e5cd7fd66923a6dfbc3094447a16059ab09184f
0adf94fc39a02018165b62e93dd83edddd041230
/.history/Jobs/models_20190223175917.py
16e73071aaf08e851f1634fc3c30a492187135df
[]
no_license
SabitDeepto/BrJobs
1e3baa143331cf46b9c70911c6644d1efd4fffd6
1a458c8c667f8093a2325d963e5542655467c7aa
refs/heads/master
2020-04-24T08:02:26.350007
2019-03-17T05:53:30
2019-03-17T05:53:30
171,818,024
0
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from django.db import models from django.utils.text import slugify # Create your models here. class JobPost(models.Model): title_1 = models.CharField(max_length=100, null=True, blank=True) subtitle_1 = models.CharField(max_length=150, null=True, blank=True) title_2 = models.CharField(max_length=100, null=True, blank=True) subtitle_2 = models.CharField(max_length=150, null=True, blank=True) slug = models.SlugField(null=True, blank=True, help_text="Slug will be generated automatically from the title_2 of the post") button = models.CharField(max_length=30, null=True, blank=True) heading_1 = models.CharField(max_length=100, null=True, blank=True) heading_2 = models.CharField(max_length=100, null=True, blank=True) description = models.TextField(null=True, blank=True) l_image = models.ImageField(upload_to="solution", help_text="top left image", null=True, blank=True) r_image = models.ImageField(upload_to="solution", help_text="top right image", null=True, blank=True) m_image = models.ImageField(upload_to="solution", help_text="your main image", null=True, blank=True) last_3_digit = models.IntegerField(null=True) transaction_id = models.IntegerField(null=True) date = models.DateTimeField(auto_now_add=True) gender_choice = ( ('done', 'DONE'), ('pending', 'PENDING'), ) status = models.CharField(choices=gender_choice, max_length=200)
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# encoding: utf-8 """ routerid.py Created by Thomas Mangin on 2012-07-17. Copyright (c) 2009-2013 Exa Networks. All rights reserved. """ from exabgp.protocol.ip.inet import Inet,inet # =================================================================== RouterID class RouterID (Inet): def __init__ (self,ipv4): Inet.__init__(self,*inet(ipv4))
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import sys from etk.cli_entry import cli_entry if __name__ == '__main__': cli_entry()
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class NonLocalVsGlobal: def testNonLocal(self): # this works res = [] var = 0 for i in range(5): var+=1 res.append(var) print(var,res) def helper(): #nonlocal var, res # without nonlocal this code throws an error if var == 10: return print(var) #res+=[108] res.append(var) helper() print(var,res) if __name__ == "__main__": s=NonLocalVsGlobal() s.testNonLocal()
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from typing import Optional from fastapi import APIRouter, status from pyle38.responses import ObjectsResponse from app.db.db import tile38 from app.models.vehicle import VehiclesResponse, Vehicle router = APIRouter() @router.get( "/search/within", response_model=VehiclesResponse, response_model_exclude_none=True, tags=["geo-search"], status_code=status.HTTP_200_OK, ) async def get_within(lat: float, lon: float, radius: float) -> VehiclesResponse: vehicles: ObjectsResponse[Vehicle] = ( await tile38.within("fleet").circle(lat, lon, radius).asObjects() ) response = {"data": vehicles.objects} return VehiclesResponse(**response) @router.get( "/search/nearby", response_model=VehiclesResponse, response_model_exclude_none=True, tags=["geo-search"], status_code=status.HTTP_200_OK, ) async def get_nearby( lat: float, lon: float, radius: Optional[int] = None ) -> VehiclesResponse: if radius: vehicles_in_radius: ObjectsResponse[Vehicle] = ( await tile38.nearby("fleet") .point(lat, lon, radius) .distance() .nofields() .asObjects() ) response = {"data": vehicles_in_radius.objects} return VehiclesResponse(**(response)) vehicles: ObjectsResponse[Vehicle] = ( await tile38.nearby("fleet").point(lat, lon).distance().nofields().asObjects() ) response = {"data": vehicles.objects} return VehiclesResponse(**(response))
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/sp1/python全栈/面向对象编程/面向对象进阶_用的较少/item_setitem_getitem_delitem.py
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#.系列跟attr相关,字典的形式跟item相关 class Foo(): def __getitem__(self,item): print("getitem",item) return self.__dict__[item] def __setitem__(self,key,value): print("setitem") self.__dict__[key] = value def __delitem__(self,key): print("delitem") self.__dict__.pop(key) f1 = Foo() #item只适用于字典的复制方式,如下,但是f.name = xxx这种方式不行 f1["name"] = "chengqian"#可以这样定义属性,直接触发setitem方法 print(f1.__dict__)
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# -*- coding: utf-8 -*- from __future__ import division #ENTRADA input ('Digite o peso em kg:') input ('Digite a altura em m:')
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#!/usr/bin/env python ''''A useful collection of helper functions for SWS''' from __future__ import print_function import os import imp import numpy as np from scipy import ndimage import matplotlib.pyplot as plt import FilenameSort as FS import ImageContour import GifTiffLoader as GTL from GifTiffLoader import Image # either pillow or PIL import mahotas #from list_utils: from np_utils import deletecases,floatIntStringOrNone,ziptranspose,shape_multiply #from MyPath import cprint #from pylab import * def norm(a,framesExcludeAfter=None): '''Standard norm (divide by the mean). Can ignore frames at the end when computing the mean''' if framesExcludeAfter==None: return a/np.mean(a) else: return a/np.mean(a[:framesExcludeAfter]) def openCSV(filename,colDelim=',',rowDelim='\n',allowNone=True): '''A very basic .csv reader''' fid=open(filename,'r') r=fid.read() fid.close() return [[floatIntStringOrNone(i) for i in j.split(colDelim)] for j in r.replace('\r','').replace(' ','').split(rowDelim)] def GetWoutline(watershed,dilate): woutline = np.zeros(watershed.shape,np.int) woutline[:-1,:-1] = (np.diff(watershed,axis=0)[:,:-1]!=0) + (np.diff(watershed,axis=1)[:-1]!=0) if dilate>0: woutline = ndimage.binary_dilation(woutline,iterations=dilate) return woutline def GetSeedArray(watershed,SeedsPyFile,frameNumber): # THIS FUNCTION IS CURRENTLY BROKEN # Load the SeedsPyFile: fid = open(SeedsPyFile) try: exec(fid.read().replace('\r','')) # Loads seedList and seedVals from the file... except SyntaxError: print('Invalid Syntax in Seeds.py') fid.close() # Create a seedArray, Fill using seeds and vals seedArray = np.zeros(watershed.shape,np.int) if seedList[frameNumber]!=None: pass ################## This function no longer exists: ##################SWS.PointsToArray(seedList[frameNumber], seedVals[frameNumber],seedArray) val = 2 #(2 if self.walgorithm=='cv' else 1) # I could do this, but what's the need? seedArray[:val,:] = 1 seedArray[-val:,:] = 1 seedArray[:,:val] = 1 seedArray[:,-val:] = 1 return seedArray def CreateOverlay(original,watershed,SeedsPyFile,frameNumber,dilate=0,returnSeparateArrays=False,overlaySolid=False): # Generate the outline file from the watershed: len(original.shape) woutline=GetWoutline(watershed,dilate) seedArray=GetSeedArray(watershed,SeedsPyFile,frameNumber) seed = (seedArray!=0).astype(np.uint8) outl = woutline.astype(np.uint8) seedORoutl = np.array(np.array(seed+outl)>0,np.uint8) overlayIm = GTL.DivideConvertType(original,8) if returnSeparateArrays: return overlayIm,outl,seed else: overlayIm = np.array([overlayIm,overlayIm,overlayIm]).transpose(1,2,0) overlayIm[:,:,0][np.where(outl==True)] = 255 # outl points turn red overlayIm[:,:,1][np.where(seed==True)] = 255 # seeds point turn green if overlaySolid: overlayIm[:,:,1][np.where(outl==True)] = 0 # outl points turn red overlayIm[:,:,2][np.where(outl==True)] = 0 # outl points turn red overlayIm[:,:,0][np.where(seed==True)] = 0 # seeds point turn green overlayIm[:,:,2][np.where(seed==True)] = 0 # seeds point turn green return overlayIm def CreateMapPlot(watershedI): np.random.seed(0) mapPlotRandomArray=np.array([np.random.random(10000)*236+20, np.random.random(10000)*236+20, np.random.random(10000)*236+20], dtype=np.uint8) mapPlotRandomArray[:,0]=255 mapPlotRandomArray[:,1]=255 f1=np.vectorize(lambda x: mapPlotRandomArray[0][x]) f2=np.vectorize(lambda x: mapPlotRandomArray[1][x]) f3=np.vectorize(lambda x: mapPlotRandomArray[2][x]) w = watershedI rgbMi = np.array([f1(w),f2(w),f3(w)]).transpose(1,2,0) return rgbMi def CreateMapPlots(watershed): np.random.seed(0) mapPlotRandomArray=np.array([np.random.random(10000)*236+20, np.random.random(10000)*236+20, np.random.random(10000)*236+20], dtype=np.uint8) mapPlotRandomArray[:,0]=255 mapPlotRandomArray[:,1]=255 f1=np.vectorize(lambda x: mapPlotRandomArray[0][x]) f2=np.vectorize(lambda x: mapPlotRandomArray[1][x]) f3=np.vectorize(lambda x: mapPlotRandomArray[2][x]) rgbM=[] for w in watershed: rgbM.append( np.array([f1(w),f2(w),f3(w)]).transpose(1,2,0) ) return rgbM def CreateDiffImage(arr,targetArr): return ((arr - targetArr)!=0).astype(np.uint8) def GetTimeAxisAdj(SegmentsDirectory): sList = [] timeAdj = 0 count=0 for i in FS.getSortedListOfFiles(SegmentsDirectory,'*.tif'): count+=1 d,h,m,s=map(int,os.path.split(i)[1].split('_')[2:6]) h += d*24 m += h*60 s += m*60 + timeAdj if sList!=[]: if s - sList[-1]>80: # Pretend any large gaps in time are only 1min print(count) timeAdj += sList[-1] - s + 80 s = sList[-1] + 80 sList.append(s) return sList def SaveOverlayImages(tifStackData,SeedsPyFile,SegmentsDirectory,red=True): # This function is more-or-less just a template right now, has MAJOR issues... r = GTL.LoadFileSequence(SegmentsDirectory, wildcard='*.tif') rgbM = CreateMapPlots(r) for i in range(len(Files)): tifDir,nameTif = os.path.split(Files[i]) mapDir = os.path.join(tifDir,'Maps') overlayDir = os.path.join(tifDir,'Overlay') for j in [mapDir,overlayDir]: if not os.path.exists(j): os.mkdir(j) name = os.path.splitext(nameTif)[0] nameSeedsPy = '_'.join(name.split('_')[:-2])+'_Seeds.py' ### GENERATE MAP PLOT namePng = name+'.png' rgbMi = CreateMapPlot(r[i]) im = Image.fromarray(rgbMi) im.save(os.path.join(mapDir,namePng)) ### NOW GENERATE OVERLAY IMAGE # Grab the frame number from the image name... frameNumber = int(name.split('_')[-1]) # Get the watershed file from the saved tif: watershed = GTL.LoadSingle(Files[i]) # Find and load the correct original array based on the frame number: originalDir = '.../2010FEB09_Edge5/TiffStack' # Put in the right directory here... origFile = FS.getSortedListOfFiles(originalDir)[frameNumber] original = GTL.LoadSingle(origFile) SeedsPyFile = os.path.join(tifDir,nameSeedsPy) overlayIm = CreateOverlay(original,watershed,SeedsPyFile,frameNumber) # Now, save the overlay as a png nameSeedsOutl = name+'SO.png' im = Image.fromarray(overlayIm) im.save(os.path.join(overlayDir,nameSeedsOutl)) #cprint(str(i)) def SaveDiffImages(logDir): diffDir = os.path.join(logDir,'Diff') if not os.path.exists(diffDir): os.mkdir(diffDir) Files = FS.getSortedListOfFiles(logDir,'*.tif') frameUpdateList = [] # [time,fn,newVal] for i,f in enumerate(Files): name = os.path.splitext(os.path.split(f)[1])[0] frameNumber = int(name.split('_')[-1]) cur = GTL.LoadSingle(f) final = GTL.LoadSingle(FrameFiles[frameNumber]) d = CreateDiffImage(cur,final) frameUpdateList.append([timeAxis[i],frameNumber,d.astype(int).sum()]) im = Image.fromarray(d*255) im.save(os.path.join(diffDir,name+'.png')) # operates on the list in place def MergeWoundVals(neigh,wvl): firstWV = wvl[0] if neigh[firstWV-2]==None: neigh[firstWV-2]=[] # Merge all the wound value's neighbor lists together for wv in sorted(wvl[1:])[::-1]: if neigh[wv-2]!=None: neigh[firstWV-2] += neigh[wv-2] neigh[wv-2] = None # and remove any duplicate values this created (and wound self-references) neigh[firstWV-2] = list(set(deletecases(neigh[firstWV-2],wvl))) # Now, go through the whole list and convert references for other wv's to firstWV, removing duplicates for i in range(len(neigh)): if neigh[i] != None: neigh[i] = sorted(list(set([(firstWV if (j in wvl) else j) for j in neigh[i]]))) def polyArea(vertexList): '''Gotta love (almost) one-liners! (and Green's Theorem...)''' a=np.array(vertexList,dtype=np.float) return abs(np.sum(np.cross(a,np.roll(a,-1,axis=0)))/2) def ConvertOutlinesToWatershed(origArr,outlines,useDilate=False,structure=[[0,1,0],[1,1,1],[0,1,0]]): if useDilate: outlines=ndimage.morphology.binary_dilation(origArr,structure=structure) labels = ndimage.label(1-outlines)[0] wh=np.where(labels==0) labels[wh]=-1 labels+=1 labels = labels.astype(np.uint16) labels[0]=1 labels[-1]=1 labels[:,0]=1 labels[:,-1]=1 water = mahotas.cwatershed(origArr,labels) return water def CheckForMalformedRegions(watershed,usePrint=True): '''This goes through all frames and values and uses a poylogon area algorithm to test if regions are disjoint in any way.''' outputString = '' for frame in range(len(watershed)): print('Checking Frame',frame) if watershed[frame]!=None: allVals = np.unique(watershed[frame]) if len(allVals)<2: continue # no point in checking if it's empty or just a big solid rectangle... for v in allVals: if v==1: # For the background, take the inverse instead filledRegion = (watershed[frame]!=1).astype(np.int) else: filledRegion = (watershed[frame]==v).astype(np.int) ic = ImageContour.GetContourInPlace(filledRegion,1) if filledRegion.sum() != polyArea(ic): s = ' '.join(['frame:',str(frame),', value:',str(v)]) outputString = outputString + ' ' + s + '\n' if outputString=='': outputString = 'No malformed regions found!' if usePrint: print(outputString) else: return outputString def MakeCellNetworkJsonFiles(waterArr,d): print('Making static (simple networks) json file:') ImageContour.SubContourTools.GetCellNetworkListStatic(waterArr,d,forceRemake=True) print('Made static json file!') print('Making matched networks json file:') _,_,allMatched = ImageContour.SubContourTools.GetMatchedCellNetworkListsPrevNext(waterArr,d,forceRemake=True) print('Made matched networks json file!') return allMatched def GetNeighborPairsByFrame(neighbors,woundVals): # pass Neighbors.neighbors neighborPairsByFrame = [] for frame in range(len(neighbors)): MergeWoundVals(neighbors[frame],woundVals) neighborPairs = set() for i in range(len(neighbors[frame])): if neighbors[frame][i]!=None: if len(neighbors[frame][i])>0: neighborPairs.update( [tuple(sorted([i+2,j])) for j in neighbors[frame][i] ] ) neighborPairsByFrame.append(sorted(list(neighborPairs))) return neighborPairsByFrame def GetAllValsByFrame(neighborPairsByFrame): allValsByFrame = [] for neighborPairs in neighborPairsByFrame: allValsByFrame.append(sorted(list(set([j for i in neighborPairs for j in i])))) return allValsByFrame def GetWoundNeighborSetsByFrame(neighborPairsByFrame,wv): woundNeighborsByFrame = [] woundNeighbors2ByFrame = [] secondNeighborsByFrame = [] woundNeighborOuterPairsByFrame = [] for i in range(len(neighborPairsByFrame)): nPairs = np.array(neighborPairsByFrame[i]) wh=list(np.where(nPairs==wv)) woundNeighbors = nPairs[(wh[0],(wh[1]+1)%2)].tolist() # Get the wound value's friend... woundNeighbors2 = [] for n in nPairs: if (n[0] in woundNeighbors) and (n[1] in woundNeighbors): woundNeighbors2.append(tuple(sorted(n))) secondNeighbors = [] # Anything touching a wound neighbor woundNeighborOuterPairs = [] # Everything making up the perimeter around 1st ring of wound neighbors for n in nPairs: if (n[0] in woundNeighbors) and not (n[1] in (woundNeighbors+[wv])): secondNeighbors.append(n[1]) woundNeighborOuterPairs.append(tuple(sorted(n))) elif (n[1] in woundNeighbors) and not (n[0] in (woundNeighbors+[wv])): secondNeighbors.append(n[0]) woundNeighborOuterPairs.append(tuple(sorted(n))) secondNeighbors = sorted(list(set(secondNeighbors))) woundNeighborsByFrame.append(woundNeighbors) woundNeighbors2ByFrame.append(woundNeighbors2) secondNeighborsByFrame.append(secondNeighbors) woundNeighborOuterPairsByFrame.append(woundNeighborOuterPairs) return woundNeighborsByFrame,woundNeighbors2ByFrame,secondNeighborsByFrame,woundNeighborOuterPairsByFrame def MultNumOrNone(x,y): if x==None or y==None: return None # None's -> None's else: return x*y def SquareNumOrNone(x): if x==None: return None else: return x**2 def GetNormalizedArea(areaFromCSV): NormArea = [] for i in range(areaFromCSV.shape[1]): if None in areaFromCSV[:,i].tolist(): NormArea.append(areaFromCSV[:,i]) else: NormArea.append( areaFromCSV[:,i] / np.mean(areaFromCSV[:,i]) ) NormArea=np.array(NormArea).T return NormArea def GetWoundValues(d): if 'ManualInputs.py' in os.listdir(d): exec( open(d+'/ManualInputs.py','r').read().replace('\r','').split('\n')[0] ) return woundVals else: print('ManualInputs.py does not exist!') def GetNeighborValues(d,wv,ind): if 'Neighbors.py' in os.listdir(d): exec( open(d+'/Neighbors.py','r').read() ) allVals = [] for v in wv: n=neighbors[ind][v-2] if n!=None: allVals+=n allVals = list(set(allVals).difference(wv)) return allVals else: print('Neighbors.py does not exist!') ##################################################################### # Function for converting an outline array to a watershed array: ##################################################################### def WatershedFillDoubleSizedOutlineArray(arr): '''Take an image array similar to the "Outlines" (but with lines=0, cells=1 instead) and turn it into a (double-sized) fully segmented image''' arrEdit = ndimage.measurements.label(arr)[0] arrDouble = shape_multiply(arrEdit,[2,2]).astype(np.uint16) arrInvDouble = (1-shape_multiply(arr,[2,2])).astype(np.uint16) waterArr = mahotas.cwatershed(arrInvDouble,arrDouble) return waterArr ##################################################################### # Integrated intensity functions: ##################################################################### def OutlineMasksPlot(arr,waterArr,cellID,t=0): '''Plot the image and 3 outline masks to demonstrate the effects of different numbers of dilate/erodes''' wv = (waterArr[t]==cellID) bright = np.zeros_like(arr[t]) wh=np.where(wv) bright[wh] = arr[t][wh] plt.clf() plt.subplot(231) plt.imshow(arr[t],cmap=plt.cm.gray) plt.subplot(232) plt.imshow(bright,cmap=plt.cm.gray) for i in range(1,5): wo = ( ndimage.binary_dilation(wv,iterations=i) - ndimage.binary_erosion(wv,iterations=i) ) wh=np.where(wo) bright = np.zeros_like(arr[t]) bright[wh]=arr[t][wh] plt.subplot(2,3,i+2) plt.imshow(bright,cmap=plt.cm.gray) def DilateMinusErode(binaryArr,structure=None,iterations=1): if iterations<1: print('You must specify at least one iteration!!!') return else: return ( ndimage.binary_dilation(binaryArr,structure=structure,iterations=iterations) - ndimage.binary_erosion(binaryArr,structure=structure,iterations=iterations) ) def GetCellVolume(waterArr,cellID,structure=None,iterations=0): sums = [] for t in range(len(waterArr)): w = (waterArr[t]==cellID) if iterations>0: #if iterations is >0, w turns into the outline region instead w = DilateMinusErode(w,structure=structure,iterations=iterations) sums.append( w.sum() ) return np.array(sums) def GetTotalIntegratedBrightness(arr,waterArr,cellID,structure=None,iterations=0): '''Sum the brightness of the original image under the final segmented region (2D+time or 3D+time)''' sums = [] bright = np.zeros_like(arr[0]) for t in range(len(arr)): bright[:]=0 w = (waterArr[t]==cellID) if iterations>0: #if iterations is >0, w turns into the outline region instead w = DilateMinusErode(w,structure=structure,iterations=iterations) wh = np.where(w) bright[wh]=arr[t][wh] sums.append( bright.sum() ) return np.array(sums) def GetEdgeIntegratedBrightness(arr,waterArr,cellID,thickness=2,skip3DTopAndBottom=False): '''Sum the brightness of the original image under the edges of the final segmented region, with a specificed thickness (even integers only) (2D+time or 3D+time)''' if thickness%2==1 or thickness<2: print('thickness parameter must be an even integer > 0!') return iterations = thickness//2 if not skip3DTopAndBottom: return GetTotalIntegratedBrightness(arr,waterArr,cellID,iterations=iterations) elif arr.ndim==4: structure = np.array([ [[0,1,0],[1,1,1],[0,1,0]] ],np.bool) return GetTotalIntegratedBrightness(arr,waterArr,cellID,structure=structure,iterations=iterations) else: print('You can only use skip3DTopAndBottom=True on a 4D array!') return def GetVolumesAndIntegratedBrightnesses(testArrays,waterArr,cellID,thickness,skip3DBottomAndTop=True): '''Takes testArrays (one or more sets of raw data), waterArr (segmentation data), and cellID to make measurements of a cell Returns the volume under the cell and the volume of the xy-rim around the cell with a certain thicknes and for each of these for each testArray: the integrated intensity and average intensity per pixel of the raw array under these same regions again, testArrays is a list of arrays and the return values: "intensities","edgeIntensities","intensitiesPerPixel","edgeIntensitiesPerPixel" all return lists of measurements for each testArray Uses GetCellVolume in both direct mode (iterations=0) and edge mode (runs dilate-erode <iterations> times) to get a band around the edge''' volume = GetCellVolume(waterArr,cellID) volumeEdge = GetCellVolume(waterArr,cellID,structure=[[[0,1,0],[1,1,1],[0,1,0]]],iterations=thickness//2) intensities = [ GetTotalIntegratedBrightness(i,waterArr,cellID=cellID) for i in testArrays ] edgeIntensities = [ GetEdgeIntegratedBrightness(i,waterArr,cellID,thickness=thickness,skip3DTopAndBottom=skip3DBottomAndTop) for i in testArrays ] intensitiesPerPixel = [ i/volume for i in intensities ] edgeIntensitiesPerPixel = [ i/volumeEdge for i in edgeIntensities ] return [volume,volumeEdge],intensities,edgeIntensities,intensitiesPerPixel,edgeIntensitiesPerPixel ##################################################################### ##################################################################### # An old function from CellFunctions.py for plotting some weird gradient angles... # Just put it here to keep from losing the code ##################################################################### ''' def GradientAnglePlot(f='/media/sda1/Documents and Settings/Owner/My Documents/VIIBRE--ScarHealing/ActiveData/Stack_Zproject_GBR_DC.gif'): r=VolumeGif.LoadMonolithicGif(f)[0] clf() numSub=5 g=4 subplot(1,numSub,1) test=ndimage.gaussian_filter(1.*r[120:180,120:180],g) pdx=ndimage.convolve(test,n.array([[-1],[0],[1]])) pdy=ndimage.convolve(test,n.array([[-1,0,1]])) imshow(test) subplot(1,numSub,2) imshow(pdx) subplot(1,numSub,3) imshow(pdy) subplot(1,numSub,4) imshow(n.arctan(pdy/pdx)) subplot(1,numSub,5) imshow(ndimage.convolve(test,n.array([[-1,0,1],[0,0,0],[1,0,-1]]))) '''
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# Natural Language Toolkit: Corpus & Model Downloader # # Copyright (C) 2001-2014 NLTK Project # Author: Edward Loper <[email protected]> # URL: <http://nltk.org/> # For license information, see LICENSE.TXT """ The NLTK corpus and module downloader. This module defines several interfaces which can be used to download corpora, models, and other data packages that can be used with NLTK. Downloading Packages ==================== If called with no arguments, ``download()`` will display an interactive interface which can be used to download and install new packages. If Tkinter is available, then a graphical interface will be shown, otherwise a simple text interface will be provided. Individual packages can be downloaded by calling the ``download()`` function with a single argument, giving the package identifier for the package that should be downloaded: >>> download('treebank') # doctest: +SKIP [nltk_data] Downloading package 'treebank'... [nltk_data] Unzipping corpora/treebank.zip. NLTK also provides a number of \"package collections\", consisting of a group of related packages. To download all packages in a colleciton, simply call ``download()`` with the collection's identifier: >>> download('all-corpora') # doctest: +SKIP [nltk_data] Downloading package 'abc'... [nltk_data] Unzipping corpora/abc.zip. [nltk_data] Downloading package 'alpino'... [nltk_data] Unzipping corpora/alpino.zip. ... [nltk_data] Downloading package 'words'... [nltk_data] Unzipping corpora/words.zip. Download Directory ================== By default, packages are installed in either a system-wide directory (if Python has sufficient access to write to it); or in the current user's home directory. However, the ``download_dir`` argument may be used to specify a different installation target, if desired. See ``Downloader.default_download_dir()`` for more a detailed description of how the default download directory is chosen. NLTK Download Server ==================== Before downloading any packages, the corpus and module downloader contacts the NLTK download server, to retrieve an index file describing the available packages. By default, this index file is loaded from ``http://nltk.googlecode.com/svn/trunk/nltk_data/index.xml``. If necessary, it is possible to create a new ``Downloader`` object, specifying a different URL for the package index file. Usage:: python nltk/downloader.py [-d DATADIR] [-q] [-f] [-k] PACKAGE_IDS or:: python -m nltk.downloader [-d DATADIR] [-q] [-f] [-k] PACKAGE_IDS """ #---------------------------------------------------------------------- from __future__ import print_function, division, unicode_literals """ 0 1 2 3 [label][----][label][----] [column ][column ] Notes ===== Handling data files.. Some questions: * Should the data files be kept zipped or unzipped? I say zipped. * Should the data files be kept in svn at all? Advantages: history; automatic version numbers; 'svn up' could be used rather than the downloader to update the corpora. Disadvantages: they're big, which makes working from svn a bit of a pain. And we're planning to potentially make them much bigger. I don't think we want people to have to download 400MB corpora just to use nltk from svn. * Compromise: keep the data files in trunk/data rather than in trunk/nltk. That way you can check them out in svn if you want to; but you don't need to, and you can use the downloader instead. * Also: keep models in mind. When we change the code, we'd potentially like the models to get updated. This could require a little thought. * So.. let's assume we have a trunk/data directory, containing a bunch of packages. The packages should be kept as zip files, because we really shouldn't be editing them much (well -- we may edit models more, but they tend to be binary-ish files anyway, where diffs aren't that helpful). So we'll have trunk/data, with a bunch of files like abc.zip and treebank.zip and propbank.zip. For each package we could also have eg treebank.xml and propbank.xml, describing the contents of the package (name, copyright, license, etc). Collections would also have .xml files. Finally, we would pull all these together to form a single index.xml file. Some directory structure wouldn't hurt. So how about:: /trunk/data/ ....................... root of data svn index.xml ........................ main index file src/ ............................. python scripts packages/ ........................ dir for packages corpora/ ....................... zip & xml files for corpora grammars/ ...................... zip & xml files for grammars taggers/ ....................... zip & xml files for taggers tokenizers/ .................... zip & xml files for tokenizers etc. collections/ ..................... xml files for collections Where the root (/trunk/data) would contain a makefile; and src/ would contain a script to update the info.xml file. It could also contain scripts to rebuild some of the various model files. The script that builds index.xml should probably check that each zip file expands entirely into a single subdir, whose name matches the package's uid. Changes I need to make: - in index: change "size" to "filesize" or "compressed-size" - in index: add "unzipped-size" - when checking status: check both compressed & uncompressed size. uncompressed size is important to make sure we detect a problem if something got partially unzipped. define new status values to differentiate stale vs corrupt vs corruptly-uncompressed?? (we shouldn't need to re-download the file if the zip file is ok but it didn't get uncompressed fully.) - add other fields to the index: author, license, copyright, contact, etc. the current grammars/ package would become a single new package (eg toy-grammars or book-grammars). xml file should have: - authorship info - license info - copyright info - contact info - info about what type of data/annotation it contains? - recommended corpus reader? collections can contain other collections. they can also contain multiple package types (corpora & models). Have a single 'basics' package that includes everything we talk about in the book? n.b.: there will have to be a fallback to the punkt tokenizer, in case they didn't download that model. default: unzip or not? """ import time, os, zipfile, sys, textwrap, threading, itertools from hashlib import md5 try: TKINTER = True from tkinter import (Tk, Frame, Label, Entry, Button, Canvas, Menu, IntVar, TclError) from tkinter.messagebox import showerror from nltk.draw.table import Table from nltk.draw.util import ShowText except: TKINTER = False TclError = ValueError from xml.etree import ElementTree import nltk from nltk import compat #urllib2 = nltk.internals.import_from_stdlib('urllib2') ###################################################################### # Directory entry objects (from the data server's index file) ###################################################################### @compat.python_2_unicode_compatible class Package(object): """ A directory entry for a downloadable package. These entries are extracted from the XML index file that is downloaded by ``Downloader``. Each package consists of a single file; but if that file is a zip file, then it can be automatically decompressed when the package is installed. """ def __init__(self, id, url, name=None, subdir='', size=None, unzipped_size=None, checksum=None, svn_revision=None, copyright='Unknown', contact='Unknown', license='Unknown', author='Unknown', unzip=True, **kw): self.id = id """A unique identifier for this package.""" self.name = name or id """A string name for this package.""" self.subdir = subdir """The subdirectory where this package should be installed. E.g., ``'corpora'`` or ``'taggers'``.""" self.url = url """A URL that can be used to download this package's file.""" self.size = int(size) """The filesize (in bytes) of the package file.""" self.unzipped_size = int(unzipped_size) """The total filesize of the files contained in the package's zipfile.""" self.checksum = checksum """The MD-5 checksum of the package file.""" self.svn_revision = svn_revision """A subversion revision number for this package.""" self.copyright = copyright """Copyright holder for this package.""" self.contact = contact """Name & email of the person who should be contacted with questions about this package.""" self.license = license """License information for this package.""" self.author = author """Author of this package.""" ext = os.path.splitext(url.split('/')[-1])[1] self.filename = os.path.join(subdir, id+ext) """The filename that should be used for this package's file. It is formed by joining ``self.subdir`` with ``self.id``, and using the same extension as ``url``.""" self.unzip = bool(int(unzip)) # '0' or '1' """A flag indicating whether this corpus should be unzipped by default.""" # Include any other attributes provided by the XML file. self.__dict__.update(kw) @staticmethod def fromxml(xml): if isinstance(xml, compat.string_types): xml = ElementTree.parse(xml) for key in xml.attrib: xml.attrib[key] = compat.text_type(xml.attrib[key]) return Package(**xml.attrib) def __lt__(self, other): return self.id < other.id def __repr__(self): return '<Package %s>' % self.id @compat.python_2_unicode_compatible class Collection(object): """ A directory entry for a collection of downloadable packages. These entries are extracted from the XML index file that is downloaded by ``Downloader``. """ def __init__(self, id, children, name=None, **kw): self.id = id """A unique identifier for this collection.""" self.name = name or id """A string name for this collection.""" self.children = children """A list of the ``Collections`` or ``Packages`` directly contained by this collection.""" self.packages = None """A list of ``Packages`` contained by this collection or any collections it recursively contains.""" # Include any other attributes provided by the XML file. self.__dict__.update(kw) @staticmethod def fromxml(xml): if isinstance(xml, compat.string_types): xml = ElementTree.parse(xml) for key in xml.attrib: xml.attrib[key] = compat.text_type(xml.attrib[key]) children = [child.get('ref') for child in xml.findall('item')] return Collection(children=children, **xml.attrib) def __lt__(self, other): return self.id < other.id def __repr__(self): return '<Collection %s>' % self.id ###################################################################### # Message Passing Objects ###################################################################### class DownloaderMessage(object): """A status message object, used by ``incr_download`` to communicate its progress.""" class StartCollectionMessage(DownloaderMessage): """Data server has started working on a collection of packages.""" def __init__(self, collection): self.collection = collection class FinishCollectionMessage(DownloaderMessage): """Data server has finished working on a collection of packages.""" def __init__(self, collection): self.collection = collection class StartPackageMessage(DownloaderMessage): """Data server has started working on a package.""" def __init__(self, package): self.package = package class FinishPackageMessage(DownloaderMessage): """Data server has finished working on a package.""" def __init__(self, package): self.package = package class StartDownloadMessage(DownloaderMessage): """Data server has started downloading a package.""" def __init__(self, package): self.package = package class FinishDownloadMessage(DownloaderMessage): """Data server has finished downloading a package.""" def __init__(self, package): self.package = package class StartUnzipMessage(DownloaderMessage): """Data server has started unzipping a package.""" def __init__(self, package): self.package = package class FinishUnzipMessage(DownloaderMessage): """Data server has finished unzipping a package.""" def __init__(self, package): self.package = package class UpToDateMessage(DownloaderMessage): """The package download file is already up-to-date""" def __init__(self, package): self.package = package class StaleMessage(DownloaderMessage): """The package download file is out-of-date or corrupt""" def __init__(self, package): self.package = package class ErrorMessage(DownloaderMessage): """Data server encountered an error""" def __init__(self, package, message): self.package = package if isinstance(message, Exception): self.message = str(message) else: self.message = message class ProgressMessage(DownloaderMessage): """Indicates how much progress the data server has made""" def __init__(self, progress): self.progress = progress class SelectDownloadDirMessage(DownloaderMessage): """Indicates what download directory the data server is using""" def __init__(self, download_dir): self.download_dir = download_dir ###################################################################### # NLTK Data Server ###################################################################### class Downloader(object): """ A class used to access the NLTK data server, which can be used to download corpora and other data packages. """ #///////////////////////////////////////////////////////////////// # Configuration #///////////////////////////////////////////////////////////////// INDEX_TIMEOUT = 60*60 # 1 hour """The amount of time after which the cached copy of the data server index will be considered 'stale,' and will be re-downloaded.""" # DEFAULT_URL = 'http://nltk.googlecode.com/svn/trunk/nltk_data/index.xml' DEFAULT_URL = 'http://nltk.github.com/nltk_data/' """The default URL for the NLTK data server's index. An alternative URL can be specified when creating a new ``Downloader`` object.""" #///////////////////////////////////////////////////////////////// # Status Constants #///////////////////////////////////////////////////////////////// INSTALLED = 'installed' """A status string indicating that a package or collection is installed and up-to-date.""" NOT_INSTALLED = 'not installed' """A status string indicating that a package or collection is not installed.""" STALE = 'out of date' """A status string indicating that a package or collection is corrupt or out-of-date.""" PARTIAL = 'partial' """A status string indicating that a collection is partially installed (i.e., only some of its packages are installed.)""" #///////////////////////////////////////////////////////////////// # Cosntructor #///////////////////////////////////////////////////////////////// def __init__(self, server_index_url=None, download_dir=None): self._url = server_index_url or self.DEFAULT_URL """The URL for the data server's index file.""" self._collections = {} """Dictionary from collection identifier to ``Collection``""" self._packages = {} """Dictionary from package identifier to ``Package``""" self._download_dir = download_dir """The default directory to which packages will be downloaded.""" self._index = None """The XML index file downloaded from the data server""" self._index_timestamp = None """Time at which ``self._index`` was downloaded. If it is more than ``INDEX_TIMEOUT`` seconds old, it will be re-downloaded.""" self._status_cache = {} """Dictionary from package/collection identifier to status string (``INSTALLED``, ``NOT_INSTALLED``, ``STALE``, or ``PARTIAL``). Cache is used for packages only, not collections.""" self._errors = None """Flag for telling if all packages got successfully downloaded or not.""" # decide where we're going to save things to. if self._download_dir is None: self._download_dir = self.default_download_dir() #///////////////////////////////////////////////////////////////// # Information #///////////////////////////////////////////////////////////////// def list(self, download_dir=None, show_packages=True, show_collections=True, header=True, more_prompt=False, skip_installed=False): lines = 0 # for more_prompt if download_dir is None: download_dir = self._download_dir print('Using default data directory (%s)' % download_dir) if header: print('='*(26+len(self._url))) print(' Data server index for <%s>' % self._url) print('='*(26+len(self._url))) lines += 3 # for more_prompt stale = partial = False categories = [] if show_packages: categories.append('packages') if show_collections: categories.append('collections') for category in categories: print('%s:' % category.capitalize()) lines += 1 # for more_prompt for info in sorted(getattr(self, category)(), key=str): status = self.status(info, download_dir) if status == self.INSTALLED and skip_installed: continue if status == self.STALE: stale = True if status == self.PARTIAL: partial = True prefix = {self.INSTALLED:'*', self.STALE:'-', self.PARTIAL:'P', self.NOT_INSTALLED: ' '}[status] name = textwrap.fill('-'*27 + (info.name or info.id), 75, subsequent_indent=27*' ')[27:] print(' [%s] %s %s' % (prefix, info.id.ljust(20, '.'), name)) lines += len(name.split('\n')) # for more_prompt if more_prompt and lines > 20: user_input = compat.raw_input("Hit Enter to continue: ") if (user_input.lower() in ('x', 'q')): return lines = 0 print() msg = '([*] marks installed packages' if stale: msg += '; [-] marks out-of-date or corrupt packages' if partial: msg += '; [P] marks partially installed collections' print(textwrap.fill(msg+')', subsequent_indent=' ', width=76)) def packages(self): self._update_index() return self._packages.values() def corpora(self): self._update_index() return [pkg for (id,pkg) in self._packages.items() if pkg.subdir == 'corpora'] def models(self): self._update_index() return [pkg for (id,pkg) in self._packages.items() if pkg.subdir != 'corpora'] def collections(self): self._update_index() return self._collections.values() #///////////////////////////////////////////////////////////////// # Downloading #///////////////////////////////////////////////////////////////// def _info_or_id(self, info_or_id): if isinstance(info_or_id, compat.string_types): return self.info(info_or_id) else: return info_or_id # [xx] When during downloading is it 'safe' to abort? Only unsafe # time is *during* an unzip -- we don't want to leave a # partially-unzipped corpus in place because we wouldn't notice # it. But if we had the exact total size of the unzipped corpus, # then that would be fine. Then we could abort anytime we want! # So this is really what we should do. That way the threaded # downloader in the gui can just kill the download thread anytime # it wants. def incr_download(self, info_or_id, download_dir=None, force=False): # If they didn't specify a download_dir, then use the default one. if download_dir is None: download_dir = self._download_dir yield SelectDownloadDirMessage(download_dir) # If they gave us a list of ids, then download each one. if isinstance(info_or_id, (list,tuple)): for msg in self._download_list(info_or_id, download_dir, force): yield msg return # Look up the requested collection or package. try: info = self._info_or_id(info_or_id) except (IOError, ValueError) as e: yield ErrorMessage(None, 'Error loading %s: %s' % (info_or_id, e)) return # Handle collections. if isinstance(info, Collection): yield StartCollectionMessage(info) for msg in self.incr_download(info.children, download_dir, force): yield msg yield FinishCollectionMessage(info) # Handle Packages (delegate to a helper function). else: for msg in self._download_package(info, download_dir, force): yield msg def _num_packages(self, item): if isinstance(item, Package): return 1 else: return len(item.packages) def _download_list(self, items, download_dir, force): # Look up the requested items. for i in range(len(items)): try: items[i] = self._info_or_id(items[i]) except (IOError, ValueError) as e: yield ErrorMessage(items[i], e) return # Download each item, re-scaling their progress. num_packages = sum(self._num_packages(item) for item in items) progress = 0 for i, item in enumerate(items): if isinstance(item, Package): delta = 1./num_packages else: delta = float(len(item.packages))/num_packages for msg in self.incr_download(item, download_dir, force): if isinstance(msg, ProgressMessage): yield ProgressMessage(progress + msg.progress*delta) else: yield msg progress += 100*delta def _download_package(self, info, download_dir, force): yield StartPackageMessage(info) yield ProgressMessage(0) # Do we already have the current version? status = self.status(info, download_dir) if not force and status == self.INSTALLED: yield UpToDateMessage(info) yield ProgressMessage(100) yield FinishPackageMessage(info) return # Remove the package from our status cache self._status_cache.pop(info.id, None) # Check for (and remove) any old/stale version. filepath = os.path.join(download_dir, info.filename) if os.path.exists(filepath): if status == self.STALE: yield StaleMessage(info) os.remove(filepath) # Ensure the download_dir exists if not os.path.exists(download_dir): os.mkdir(download_dir) if not os.path.exists(os.path.join(download_dir, info.subdir)): os.mkdir(os.path.join(download_dir, info.subdir)) # Download the file. This will raise an IOError if the url # is not found. yield StartDownloadMessage(info) yield ProgressMessage(5) try: infile = compat.urlopen(info.url) with open(filepath, 'wb') as outfile: #print info.size num_blocks = max(1, float(info.size)/(1024*16)) for block in itertools.count(): s = infile.read(1024*16) # 16k blocks. outfile.write(s) if not s: break if block % 2 == 0: # how often? yield ProgressMessage(min(80, 5+75*(block/num_blocks))) infile.close() except IOError as e: yield ErrorMessage(info, 'Error downloading %r from <%s>:' '\n %s' % (info.id, info.url, e)) return yield FinishDownloadMessage(info) yield ProgressMessage(80) # If it's a zipfile, uncompress it. if info.filename.endswith('.zip'): zipdir = os.path.join(download_dir, info.subdir) # Unzip if we're unzipping by default; *or* if it's already # been unzipped (presumably a previous version). if info.unzip or os.path.exists(os.path.join(zipdir, info.id)): yield StartUnzipMessage(info) for msg in _unzip_iter(filepath, zipdir, verbose=False): # Somewhat of a hack, but we need a proper package reference msg.package = info yield msg yield FinishUnzipMessage(info) yield FinishPackageMessage(info) def download(self, info_or_id=None, download_dir=None, quiet=False, force=False, prefix='[nltk_data] ', halt_on_error=True, raise_on_error=False): # If no info or id is given, then use the interactive shell. if info_or_id is None: # [xx] hmm -- changing self._download_dir here seems like # the wrong thing to do. Maybe the _interactive_download # function should make a new copy of self to use? if download_dir is not None: self._download_dir = download_dir self._interactive_download() return True else: # Define a helper function for displaying output: def show(s, prefix2=''): print(textwrap.fill(s, initial_indent=prefix+prefix2, subsequent_indent=prefix+prefix2+' '*4)) for msg in self.incr_download(info_or_id, download_dir, force): # Error messages if isinstance(msg, ErrorMessage): show(msg.message) if raise_on_error: raise ValueError(msg.message) if halt_on_error: return False self._errors = True if not quiet: print("Error installing package. Retry? [n/y/e]") choice = compat.raw_input().strip() if choice in ['y', 'Y']: if not self.download(msg.package.id, download_dir, quiet, force, prefix, halt_on_error, raise_on_error): return False elif choice in ['e', 'E']: return False # All other messages if not quiet: # Collection downloading messages: if isinstance(msg, StartCollectionMessage): show('Downloading collection %r' % msg.collection.id) prefix += ' | ' print(prefix) elif isinstance(msg, FinishCollectionMessage): print(prefix) prefix = prefix[:-4] if self._errors: show('Downloaded collection %r with errors' % msg.collection.id) else: show('Done downloading collection %s' % msg.collection.id) # Package downloading messages: elif isinstance(msg, StartPackageMessage): show('Downloading package %s to %s...' % (msg.package.id, download_dir)) elif isinstance(msg, UpToDateMessage): show('Package %s is already up-to-date!' % msg.package.id, ' ') #elif isinstance(msg, StaleMessage): # show('Package %s is out-of-date or corrupt' % # msg.package.id, ' ') elif isinstance(msg, StartUnzipMessage): show('Unzipping %s.' % msg.package.filename, ' ') # Data directory message: elif isinstance(msg, SelectDownloadDirMessage): download_dir = msg.download_dir return True def is_stale(self, info_or_id, download_dir=None): return self.status(info_or_id, download_dir) == self.STALE def is_installed(self, info_or_id, download_dir=None): return self.status(info_or_id, download_dir) == self.INSTALLED def clear_status_cache(self, id=None): if id is None: self._status_cache.clear() else: self._status_cache.pop(id, None) def status(self, info_or_id, download_dir=None): """ Return a constant describing the status of the given package or collection. Status can be one of ``INSTALLED``, ``NOT_INSTALLED``, ``STALE``, or ``PARTIAL``. """ if download_dir is None: download_dir = self._download_dir info = self._info_or_id(info_or_id) # Handle collections: if isinstance(info, Collection): pkg_status = [self.status(pkg.id) for pkg in info.packages] if self.STALE in pkg_status: return self.STALE elif self.PARTIAL in pkg_status: return self.PARTIAL elif (self.INSTALLED in pkg_status and self.NOT_INSTALLED in pkg_status): return self.PARTIAL elif self.NOT_INSTALLED in pkg_status: return self.NOT_INSTALLED else: return self.INSTALLED # Handle packages: else: filepath = os.path.join(download_dir, info.filename) if download_dir != self._download_dir: status = self._pkg_status(info, filepath) else: if info.id not in self._status_cache: self._status_cache[info.id] = self._pkg_status(info, filepath) return self._status_cache[info.id] def _pkg_status(self, info, filepath): if not os.path.exists(filepath): return self.NOT_INSTALLED # Check if the file has the correct size. try: filestat = os.stat(filepath) except OSError: return self.NOT_INSTALLED if filestat.st_size != int(info.size): return self.STALE # Check if the file's checksum matches if md5_hexdigest(filepath) != info.checksum: return self.STALE # If it's a zipfile, and it's been at least partially # unzipped, then check if it's been fully unzipped. if filepath.endswith('.zip'): unzipdir = filepath[:-4] if not os.path.exists(unzipdir): return self.INSTALLED # but not unzipped -- ok! if not os.path.isdir(unzipdir): return self.STALE unzipped_size = sum(os.stat(os.path.join(d, f)).st_size for d, _, files in os.walk(unzipdir) for f in files) if unzipped_size != info.unzipped_size: return self.STALE # Otherwise, everything looks good. return self.INSTALLED def update(self, quiet=False, prefix='[nltk_data] '): """ Re-download any packages whose status is STALE. """ self.clear_status_cache() for pkg in self.packages(): if self.status(pkg) == self.STALE: self.download(pkg, quiet=quiet, prefix=prefix) #///////////////////////////////////////////////////////////////// # Index #///////////////////////////////////////////////////////////////// def _update_index(self, url=None): """A helper function that ensures that self._index is up-to-date. If the index is older than self.INDEX_TIMEOUT, then download it again.""" # Check if the index is aleady up-to-date. If so, do nothing. if not (self._index is None or url is not None or time.time()-self._index_timestamp > self.INDEX_TIMEOUT): return # If a URL was specified, then update our URL. self._url = url or self._url # Download the index file. self._index = nltk.internals.ElementWrapper( ElementTree.parse(compat.urlopen(self._url)).getroot()) self._index_timestamp = time.time() # Build a dictionary of packages. packages = [Package.fromxml(p) for p in self._index.findall('packages/package')] self._packages = dict((p.id, p) for p in packages) # Build a dictionary of collections. collections = [Collection.fromxml(c) for c in self._index.findall('collections/collection')] self._collections = dict((c.id, c) for c in collections) # Replace identifiers with actual children in collection.children. for collection in self._collections.values(): for i, child_id in enumerate(collection.children): if child_id in self._packages: collection.children[i] = self._packages[child_id] if child_id in self._collections: collection.children[i] = self._collections[child_id] # Fill in collection.packages for each collection. for collection in self._collections.values(): packages = {} queue = [collection] for child in queue: if isinstance(child, Collection): queue.extend(child.children) else: packages[child.id] = child collection.packages = packages.values() # Flush the status cache self._status_cache.clear() def index(self): """ Return the XML index describing the packages available from the data server. If necessary, this index will be downloaded from the data server. """ self._update_index() return self._index def info(self, id): """Return the ``Package`` or ``Collection`` record for the given item.""" self._update_index() if id in self._packages: return self._packages[id] if id in self._collections: return self._collections[id] raise ValueError('Package %r not found in index' % id) def xmlinfo(self, id): """Return the XML info record for the given item""" self._update_index() for package in self._index.findall('packages/package'): if package.get('id') == id: return package for collection in self._index.findall('collections/collection'): if collection.get('id') == id: return collection raise ValueError('Package %r not found in index' % id) #///////////////////////////////////////////////////////////////// # URL & Data Directory #///////////////////////////////////////////////////////////////// def _get_url(self): """The URL for the data server's index file.""" return self._url def _set_url(self, url): """ Set a new URL for the data server. If we're unable to contact the given url, then the original url is kept. """ original_url = self._url try: self._update_index(url) except: self._url = original_url raise url = property(_get_url, _set_url) def default_download_dir(self): """ Return the directory to which packages will be downloaded by default. This value can be overridden using the constructor, or on a case-by-case basis using the ``download_dir`` argument when calling ``download()``. On Windows, the default download directory is ``PYTHONHOME/lib/nltk``, where *PYTHONHOME* is the directory containing Python, e.g. ``C:\\Python25``. On all other platforms, the default directory is the first of the following which exists or which can be created with write permission: ``/usr/share/nltk_data``, ``/usr/local/share/nltk_data``, ``/usr/lib/nltk_data``, ``/usr/local/lib/nltk_data``, ``~/nltk_data``. """ # Check if we have sufficient permissions to install in a # variety of system-wide locations. for nltkdir in nltk.data.path: if (os.path.exists(nltkdir) and nltk.internals.is_writable(nltkdir)): return nltkdir # On Windows, use %APPDATA% if sys.platform == 'win32' and 'APPDATA' in os.environ: homedir = os.environ['APPDATA'] # Otherwise, install in the user's home directory. else: homedir = os.path.expanduser('~/') if homedir == '~/': raise ValueError("Could not find a default download directory") # append "nltk_data" to the home directory return os.path.join(homedir, 'nltk_data') def _get_download_dir(self): """ The default directory to which packages will be downloaded. This defaults to the value returned by ``default_download_dir()``. To override this default on a case-by-case basis, use the ``download_dir`` argument when calling ``download()``. """ return self._download_dir def _set_download_dir(self, download_dir): self._download_dir = download_dir # Clear the status cache. self._status_cache.clear() download_dir = property(_get_download_dir, _set_download_dir) #///////////////////////////////////////////////////////////////// # Interactive Shell #///////////////////////////////////////////////////////////////// def _interactive_download(self): # Try the GUI first; if that doesn't work, try the simple # interactive shell. if TKINTER: try: DownloaderGUI(self).mainloop() except TclError: DownloaderShell(self).run() else: DownloaderShell(self).run() class DownloaderShell(object): def __init__(self, dataserver): self._ds = dataserver def _simple_interactive_menu(self, *options): print('-'*75) spc = (68 - sum(len(o) for o in options))//(len(options)-1)*' ' print(' ' + spc.join(options)) #w = 76/len(options) #fmt = ' ' + ('%-'+str(w)+'s')*(len(options)-1) + '%s' #print fmt % options print('-'*75) def run(self): print('NLTK Downloader') while True: self._simple_interactive_menu( 'd) Download', 'l) List', ' u) Update', 'c) Config', 'h) Help', 'q) Quit') user_input = compat.raw_input('Downloader> ').strip() if not user_input: print(); continue command = user_input.lower().split()[0] args = user_input.split()[1:] try: if command == 'l': print() self._ds.list(self._ds.download_dir, header=False, more_prompt=True) elif command == 'h': self._simple_interactive_help() elif command == 'c': self._simple_interactive_config() elif command in ('q', 'x'): return elif command == 'd': self._simple_interactive_download(args) elif command == 'u': self._simple_interactive_update() else: print('Command %r unrecognized' % user_input) except compat.HTTPError as e: print('Error reading from server: %s'%e) except compat.URLError as e: print('Error connecting to server: %s'%e.reason) # try checking if user_input is a package name, & # downloading it? print() def _simple_interactive_download(self, args): if args: for arg in args: try: self._ds.download(arg, prefix=' ') except (IOError, ValueError) as e: print(e) else: while True: print() print('Download which package (l=list; x=cancel)?') user_input = compat.raw_input(' Identifier> ') if user_input.lower()=='l': self._ds.list(self._ds.download_dir, header=False, more_prompt=True, skip_installed=True) continue elif user_input.lower() in ('x', 'q', ''): return elif user_input: for id in user_input.split(): try: self._ds.download(id, prefix=' ') except (IOError, ValueError) as e: print(e) break def _simple_interactive_update(self): while True: stale_packages = [] stale = partial = False for info in sorted(getattr(self._ds, 'packages')(), key=str): if self._ds.status(info) == self._ds.STALE: stale_packages.append((info.id, info.name)) print() if stale_packages: print('Will update following packages (o=ok; x=cancel)') for pid, pname in stale_packages: name = textwrap.fill('-'*27 + (pname), 75, subsequent_indent=27*' ')[27:] print(' [ ] %s %s' % (pid.ljust(20, '.'), name)) print() user_input = compat.raw_input(' Identifier> ') if user_input.lower()=='o': for pid, pname in stale_packages: try: self._ds.download(pid, prefix=' ') except (IOError, ValueError) as e: print(e) break elif user_input.lower() in ('x', 'q', ''): return else: print('Nothing to update.') return def _simple_interactive_help(self): print() print('Commands:') print(' d) Download a package or collection u) Update out of date packages') print(' l) List packages & collections h) Help') print(' c) View & Modify Configuration q) Quit') def _show_config(self): print() print('Data Server:') print(' - URL: <%s>' % self._ds.url) print((' - %d Package Collections Available' % len(self._ds.collections()))) print((' - %d Individual Packages Available' % len(self._ds.packages()))) print() print('Local Machine:') print(' - Data directory: %s' % self._ds.download_dir) def _simple_interactive_config(self): self._show_config() while True: print() self._simple_interactive_menu( 's) Show Config', 'u) Set Server URL', 'd) Set Data Dir', 'm) Main Menu') user_input = compat.raw_input('Config> ').strip().lower() if user_input == 's': self._show_config() elif user_input == 'd': new_dl_dir = compat.raw_input(' New Directory> ').strip().lower() if new_dl_dir in ('', 'x', 'q'): print(' Cancelled!') elif os.path.isdir(new_dl_dir): self._ds.download_dir = new_dl_dir else: print(('Directory %r not found! Create it first.' % new_dl_dir)) elif user_input == 'u': new_url = compat.raw_input(' New URL> ').strip().lower() if new_url in ('', 'x', 'q'): print(' Cancelled!') else: if not new_url.startswith('http://'): new_url = 'http://'+new_url try: self._ds.url = new_url except Exception as e: print('Error reading <%r>:\n %s' % (new_url, e)) elif user_input == 'm': break class DownloaderGUI(object): """ Graphical interface for downloading packages from the NLTK data server. """ #///////////////////////////////////////////////////////////////// # Column Configuration #///////////////////////////////////////////////////////////////// COLUMNS = ['', 'Identifier', 'Name', 'Size', 'Status', 'Unzipped Size', 'Copyright', 'Contact', 'License', 'Author', 'Subdir', 'Checksum'] """A list of the names of columns. This controls the order in which the columns will appear. If this is edited, then ``_package_to_columns()`` may need to be edited to match.""" COLUMN_WEIGHTS = {'': 0, 'Name': 5, 'Size': 0, 'Status': 0} """A dictionary specifying how columns should be resized when the table is resized. Columns with weight 0 will not be resized at all; and columns with high weight will be resized more. Default weight (for columns not explicitly listed) is 1.""" COLUMN_WIDTHS = {'':1, 'Identifier':20, 'Name':45, 'Size': 10, 'Unzipped Size': 10, 'Status': 12} """A dictionary specifying how wide each column should be, in characters. The default width (for columns not explicitly listed) is specified by ``DEFAULT_COLUMN_WIDTH``.""" DEFAULT_COLUMN_WIDTH = 30 """The default width for columns that are not explicitly listed in ``COLUMN_WIDTHS``.""" INITIAL_COLUMNS = ['', 'Identifier', 'Name', 'Size', 'Status'] """The set of columns that should be displayed by default.""" # Perform a few import-time sanity checks to make sure that the # column configuration variables are defined consistently: for c in COLUMN_WEIGHTS: assert c in COLUMNS for c in COLUMN_WIDTHS: assert c in COLUMNS for c in INITIAL_COLUMNS: assert c in COLUMNS #///////////////////////////////////////////////////////////////// # Color Configuration #///////////////////////////////////////////////////////////////// _BACKDROP_COLOR = ('#000', '#ccc') _ROW_COLOR = {Downloader.INSTALLED: ('#afa', '#080'), Downloader.PARTIAL: ('#ffa', '#880'), Downloader.STALE: ('#faa', '#800'), Downloader.NOT_INSTALLED: ('#fff', '#888')} _MARK_COLOR = ('#000', '#ccc') #_FRONT_TAB_COLOR = ('#ccf', '#008') #_BACK_TAB_COLOR = ('#88a', '#448') _FRONT_TAB_COLOR = ('#fff', '#45c') _BACK_TAB_COLOR = ('#aaa', '#67a') _PROGRESS_COLOR = ('#f00', '#aaa') _TAB_FONT = 'helvetica -16 bold' #///////////////////////////////////////////////////////////////// # Constructor #///////////////////////////////////////////////////////////////// def __init__(self, dataserver, use_threads=True): self._ds = dataserver self._use_threads = use_threads # For the threaded downloader: self._download_lock = threading.Lock() self._download_msg_queue = [] self._download_abort_queue = [] self._downloading = False # For tkinter after callbacks: self._afterid = {} # A message log. self._log_messages = [] self._log_indent = 0 self._log('NLTK Downloader Started!') # Create the main window. top = self.top = Tk() top.geometry('+50+50') top.title('NLTK Downloader') top.configure(background=self._BACKDROP_COLOR[1]) # Set up some bindings now, in case anything goes wrong. top.bind('<Control-q>', self.destroy) top.bind('<Control-x>', self.destroy) self._destroyed = False self._column_vars = {} # Initialize the GUI. self._init_widgets() self._init_menu() try: self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) self._show_info() self._select_columns() self._table.select(0) # Make sure we get notified when we're destroyed, so we can # cancel any download in progress. self._table.bind('<Destroy>', self._destroy) def _log(self, msg): self._log_messages.append('%s %s%s' % (time.ctime(), ' | '*self._log_indent, msg)) #///////////////////////////////////////////////////////////////// # Internals #///////////////////////////////////////////////////////////////// def _init_widgets(self): # Create the top-level frame structures f1 = Frame(self.top, relief='raised', border=2, padx=8, pady=0) f1.pack(sid='top', expand=True, fill='both') f1.grid_rowconfigure(2, weight=1) f1.grid_columnconfigure(0, weight=1) Frame(f1, height=8).grid(column=0, row=0) # spacer tabframe = Frame(f1) tabframe.grid(column=0, row=1, sticky='news') tableframe = Frame(f1) tableframe.grid(column=0, row=2, sticky='news') buttonframe = Frame(f1) buttonframe.grid(column=0, row=3, sticky='news') Frame(f1, height=8).grid(column=0, row=4) # spacer infoframe = Frame(f1) infoframe.grid(column=0, row=5, sticky='news') Frame(f1, height=8).grid(column=0, row=6) # spacer progressframe = Frame(self.top, padx=3, pady=3, background=self._BACKDROP_COLOR[1]) progressframe.pack(side='bottom', fill='x') self.top['border'] = 0 self.top['highlightthickness'] = 0 # Create the tabs self._tab_names = ['Collections', 'Corpora', 'Models', 'All Packages',] self._tabs = {} for i, tab in enumerate(self._tab_names): label = Label(tabframe, text=tab, font=self._TAB_FONT) label.pack(side='left', padx=((i+1)%2)*10) label.bind('<Button-1>', self._select_tab) self._tabs[tab.lower()] = label # Create the table. column_weights = [self.COLUMN_WEIGHTS.get(column, 1) for column in self.COLUMNS] self._table = Table(tableframe, self.COLUMNS, column_weights=column_weights, highlightthickness=0, listbox_height=16, reprfunc=self._table_reprfunc) self._table.columnconfig(0, foreground=self._MARK_COLOR[0]) # marked for i, column in enumerate(self.COLUMNS): width = self.COLUMN_WIDTHS.get(column, self.DEFAULT_COLUMN_WIDTH) self._table.columnconfig(i, width=width) self._table.pack(expand=True, fill='both') self._table.focus() self._table.bind_to_listboxes('<Double-Button-1>', self._download) self._table.bind('<space>', self._table_mark) self._table.bind('<Return>', self._download) self._table.bind('<Left>', self._prev_tab) self._table.bind('<Right>', self._next_tab) self._table.bind('<Control-a>', self._mark_all) # Create entry boxes for URL & download_dir infoframe.grid_columnconfigure(1, weight=1) info = [('url', 'Server Index:', self._set_url), ('download_dir','Download Directory:',self._set_download_dir)] self._info = {} for (i, (key, label, callback)) in enumerate(info): Label(infoframe, text=label).grid(column=0, row=i, sticky='e') entry = Entry(infoframe, font='courier', relief='groove', disabledforeground='black') self._info[key] = (entry, callback) entry.bind('<Return>', self._info_save) entry.bind('<Button-1>', lambda e,key=key: self._info_edit(key)) entry.grid(column=1, row=i, sticky='ew') # If the user edits url or download_dir, and then clicks outside # the entry box, then save their results. self.top.bind('<Button-1>', self._info_save) # Create Download & Refresh buttons. self._download_button = Button( buttonframe, text='Download', command=self._download, width=8) self._download_button.pack(side='left') self._refresh_button = Button( buttonframe, text='Refresh', command=self._refresh, width=8) self._refresh_button.pack(side='right') # Create Progress bar self._progresslabel = Label(progressframe, text='', foreground=self._BACKDROP_COLOR[0], background=self._BACKDROP_COLOR[1]) self._progressbar = Canvas(progressframe, width=200, height=16, background=self._PROGRESS_COLOR[1], relief='sunken', border=1) self._init_progressbar() self._progressbar.pack(side='right') self._progresslabel.pack(side='left') def _init_menu(self): menubar = Menu(self.top) filemenu = Menu(menubar, tearoff=0) filemenu.add_command(label='Download', underline=0, command=self._download, accelerator='Return') filemenu.add_separator() filemenu.add_command(label='Change Server Index', underline=7, command=lambda: self._info_edit('url')) filemenu.add_command(label='Change Download Directory', underline=0, command=lambda: self._info_edit('download_dir')) filemenu.add_separator() filemenu.add_command(label='Show Log', underline=5, command=self._show_log) filemenu.add_separator() filemenu.add_command(label='Exit', underline=1, command=self.destroy, accelerator='Ctrl-x') menubar.add_cascade(label='File', underline=0, menu=filemenu) # Create a menu to control which columns of the table are # shown. n.b.: we never hide the first two columns (mark and # identifier). viewmenu = Menu(menubar, tearoff=0) for column in self._table.column_names[2:]: var = IntVar(self.top) assert column not in self._column_vars self._column_vars[column] = var if column in self.INITIAL_COLUMNS: var.set(1) viewmenu.add_checkbutton(label=column, underline=0, variable=var, command=self._select_columns) menubar.add_cascade(label='View', underline=0, menu=viewmenu) # Create a sort menu # [xx] this should be selectbuttons; and it should include # reversed sorts as options. sortmenu = Menu(menubar, tearoff=0) for column in self._table.column_names[1:]: sortmenu.add_command(label='Sort by %s' % column, command=(lambda c=column: self._table.sort_by(c, 'ascending'))) sortmenu.add_separator() #sortmenu.add_command(label='Descending Sort:') for column in self._table.column_names[1:]: sortmenu.add_command(label='Reverse sort by %s' % column, command=(lambda c=column: self._table.sort_by(c, 'descending'))) menubar.add_cascade(label='Sort', underline=0, menu=sortmenu) helpmenu = Menu(menubar, tearoff=0) helpmenu.add_command(label='About', underline=0, command=self.about) helpmenu.add_command(label='Instructions', underline=0, command=self.help, accelerator='F1') menubar.add_cascade(label='Help', underline=0, menu=helpmenu) self.top.bind('<F1>', self.help) self.top.config(menu=menubar) def _select_columns(self): for (column, var) in self._column_vars.items(): if var.get(): self._table.show_column(column) else: self._table.hide_column(column) def _refresh(self): self._ds.clear_status_cache() try: self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) self._table.select(0) def _info_edit(self, info_key): self._info_save() # just in case. (entry, callback) = self._info[info_key] entry['state'] = 'normal' entry['relief'] = 'sunken' entry.focus() def _info_save(self, e=None): focus = self._table for entry, callback in self._info.values(): if entry['state'] == 'disabled': continue if e is not None and e.widget is entry and e.keysym != 'Return': focus = entry else: entry['state'] = 'disabled' entry['relief'] = 'groove' callback(entry.get()) focus.focus() def _table_reprfunc(self, row, col, val): if self._table.column_names[col].endswith('Size'): if isinstance(val, compat.string_types): return ' %s' % val elif val < 1024**2: return ' %.1f KB' % (val/1024.**1) elif val < 1024**3: return ' %.1f MB' % (val/1024.**2) else: return ' %.1f GB' % (val/1024.**3) if col in (0, ''): return str(val) else: return ' %s' % val def _set_url(self, url): if url == self._ds.url: return try: self._ds.url = url self._fill_table() except IOError as e: showerror('Error Setting Server Index', str(e)) self._show_info() def _set_download_dir(self, download_dir): if self._ds.download_dir == download_dir: return # check if the dir exists, and if not, ask if we should create it? # Clear our status cache, & re-check what's installed self._ds.download_dir = download_dir try: self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) self._show_info() def _show_info(self): print('showing info', self._ds.url) for entry,cb in self._info.values(): entry['state'] = 'normal' entry.delete(0, 'end') self._info['url'][0].insert(0, self._ds.url) self._info['download_dir'][0].insert(0, self._ds.download_dir) for entry,cb in self._info.values(): entry['state'] = 'disabled' def _prev_tab(self, *e): for i, tab in enumerate(self._tab_names): if tab.lower() == self._tab and i > 0: self._tab = self._tab_names[i-1].lower() try: return self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) def _next_tab(self, *e): for i, tab in enumerate(self._tab_names): if tab.lower() == self._tab and i < (len(self._tabs)-1): self._tab = self._tab_names[i+1].lower() try: return self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) def _select_tab(self, event): self._tab = event.widget['text'].lower() try: self._fill_table() except compat.HTTPError as e: showerror('Error reading from server', e) except compat.URLError as e: showerror('Error connecting to server', e.reason) _tab = 'collections' #_tab = 'corpora' _rows = None def _fill_table(self): selected_row = self._table.selected_row() self._table.clear() if self._tab == 'all packages': items = self._ds.packages() elif self._tab == 'corpora': items = self._ds.corpora() elif self._tab == 'models': items = self._ds.models() elif self._tab == 'collections': items = self._ds.collections() else: assert 0, 'bad tab value %r' % self._tab rows = [self._package_to_columns(item) for item in items] self._table.extend(rows) # Highlight the active tab. for tab, label in self._tabs.items(): if tab == self._tab: label.configure(foreground=self._FRONT_TAB_COLOR[0], background=self._FRONT_TAB_COLOR[1]) else: label.configure(foreground=self._BACK_TAB_COLOR[0], background=self._BACK_TAB_COLOR[1]) self._table.sort_by('Identifier', order='ascending') self._color_table() self._table.select(selected_row) # This is a hack, because the scrollbar isn't updating its # position right -- I'm not sure what the underlying cause is # though. (This is on OS X w/ python 2.5) The length of # delay that's necessary seems to depend on how fast the # comptuer is. :-/ self.top.after(150, self._table._scrollbar.set, *self._table._mlb.yview()) self.top.after(300, self._table._scrollbar.set, *self._table._mlb.yview()) def _update_table_status(self): for row_num in range(len(self._table)): status = self._ds.status(self._table[row_num, 'Identifier']) self._table[row_num, 'Status'] = status self._color_table() def _download(self, *e): # If we're using threads, then delegate to the threaded # downloader instead. if self._use_threads: return self._download_threaded(*e) marked = [self._table[row, 'Identifier'] for row in range(len(self._table)) if self._table[row, 0] != ''] selection = self._table.selected_row() if not marked and selection is not None: marked = [self._table[selection, 'Identifier']] download_iter = self._ds.incr_download(marked, self._ds.download_dir) self._log_indent = 0 self._download_cb(download_iter, marked) _DL_DELAY=10 def _download_cb(self, download_iter, ids): try: msg = next(download_iter) except StopIteration: #self._fill_table(sort=False) self._update_table_status() afterid = self.top.after(10, self._show_progress, 0) self._afterid['_download_cb'] = afterid return def show(s): self._progresslabel['text'] = s self._log(s) if isinstance(msg, ProgressMessage): self._show_progress(msg.progress) elif isinstance(msg, ErrorMessage): show(msg.message) if msg.package is not None: self._select(msg.package.id) self._show_progress(None) return # halt progress. elif isinstance(msg, StartCollectionMessage): show('Downloading collection %s' % msg.collection.id) self._log_indent += 1 elif isinstance(msg, StartPackageMessage): show('Downloading package %s' % msg.package.id) elif isinstance(msg, UpToDateMessage): show('Package %s is up-to-date!' % msg.package.id) #elif isinstance(msg, StaleMessage): # show('Package %s is out-of-date or corrupt' % msg.package.id) elif isinstance(msg, FinishDownloadMessage): show('Finished downloading %r.' % msg.package.id) elif isinstance(msg, StartUnzipMessage): show('Unzipping %s' % msg.package.filename) elif isinstance(msg, FinishCollectionMessage): self._log_indent -= 1 show('Finished downloading collection %r.' % msg.collection.id) self._clear_mark(msg.collection.id) elif isinstance(msg, FinishPackageMessage): self._clear_mark(msg.package.id) afterid = self.top.after(self._DL_DELAY, self._download_cb, download_iter, ids) self._afterid['_download_cb'] = afterid def _select(self, id): for row in range(len(self._table)): if self._table[row, 'Identifier'] == id: self._table.select(row) return def _color_table(self): # Color rows according to status. for row in range(len(self._table)): bg, sbg = self._ROW_COLOR[self._table[row, 'Status']] fg, sfg = ('black', 'white') self._table.rowconfig(row, foreground=fg, selectforeground=sfg, background=bg, selectbackground=sbg) # Color the marked column self._table.itemconfigure(row, 0, foreground=self._MARK_COLOR[0], background=self._MARK_COLOR[1]) def _clear_mark(self, id): for row in range(len(self._table)): if self._table[row, 'Identifier'] == id: self._table[row, 0] = '' def _mark_all(self, *e): for row in range(len(self._table)): self._table[row,0] = 'X' def _table_mark(self, *e): selection = self._table.selected_row() if selection >= 0: if self._table[selection][0] != '': self._table[selection,0] = '' else: self._table[selection,0] = 'X' self._table.select(delta=1) def _show_log(self): text = '\n'.join(self._log_messages) ShowText(self.top, 'NLTK Downloader Log', text) def _package_to_columns(self, pkg): """ Given a package, return a list of values describing that package, one for each column in ``self.COLUMNS``. """ row = [] for column_index, column_name in enumerate(self.COLUMNS): if column_index == 0: # Mark: row.append('') elif column_name == 'Identifier': row.append(pkg.id) elif column_name == 'Status': row.append(self._ds.status(pkg)) else: attr = column_name.lower().replace(' ', '_') row.append(getattr(pkg, attr, 'n/a')) return row #///////////////////////////////////////////////////////////////// # External Interface #///////////////////////////////////////////////////////////////// def destroy(self, *e): if self._destroyed: return self.top.destroy() self._destroyed = True def _destroy(self, *e): if self.top is not None: for afterid in self._afterid.values(): self.top.after_cancel(afterid) # Abort any download in progress. if self._downloading and self._use_threads: self._abort_download() # Make sure the garbage collector destroys these now; # otherwise, they may get destroyed when we're not in the main # thread, which would make Tkinter unhappy. self._column_vars.clear() def mainloop(self, *args, **kwargs): self.top.mainloop(*args, **kwargs) #///////////////////////////////////////////////////////////////// # HELP #///////////////////////////////////////////////////////////////// HELP = textwrap.dedent("""\ This tool can be used to download a variety of corpora and models that can be used with NLTK. Each corpus or model is distributed in a single zip file, known as a \"package file.\" You can download packages individually, or you can download pre-defined collections of packages. When you download a package, it will be saved to the \"download directory.\" A default download directory is chosen when you run the downloader; but you may also select a different download directory. On Windows, the default download directory is \"package.\" The NLTK downloader can be used to download a variety of corpora, models, and other data packages. Keyboard shortcuts:: [return]\t Download [up]\t Select previous package [down]\t Select next package [left]\t Select previous tab [right]\t Select next tab """) def help(self, *e): # The default font's not very legible; try using 'fixed' instead. try: ShowText(self.top, 'Help: NLTK Dowloader', self.HELP.strip(), width=75, font='fixed') except: ShowText(self.top, 'Help: NLTK Downloader', self.HELP.strip(), width=75) def about(self, *e): ABOUT = ("NLTK Downloader\n"+ "Written by Edward Loper") TITLE = 'About: NLTK Downloader' try: from tkMessageBox import Message Message(message=ABOUT, title=TITLE).show() except ImportError: ShowText(self._top, TITLE, ABOUT) #///////////////////////////////////////////////////////////////// # Progress Bar #///////////////////////////////////////////////////////////////// _gradient_width = 5 def _init_progressbar(self): c = self._progressbar width, height = int(c['width']), int(c['height']) for i in range(0, (int(c['width'])*2)//self._gradient_width): c.create_line(i*self._gradient_width+20, -20, i*self._gradient_width-height-20, height+20, width=self._gradient_width, fill='#%02x0000' % (80 + abs(i%6-3)*12)) c.addtag_all('gradient') c.itemconfig('gradient', state='hidden') # This is used to display progress c.addtag_withtag('redbox', c.create_rectangle( 0, 0, 0, 0, fill=self._PROGRESS_COLOR[0])) def _show_progress(self, percent): c = self._progressbar if percent is None: c.coords('redbox', 0, 0, 0, 0) c.itemconfig('gradient', state='hidden') else: width, height = int(c['width']), int(c['height']) x = percent * int(width) // 100 + 1 c.coords('redbox', 0, 0, x, height+1) def _progress_alive(self): c = self._progressbar if not self._downloading: c.itemconfig('gradient', state='hidden') else: c.itemconfig('gradient', state='normal') x1, y1, x2, y2 = c.bbox('gradient') if x1 <= -100: c.move('gradient', (self._gradient_width*6)-4, 0) else: c.move('gradient', -4, 0) afterid = self.top.after(200, self._progress_alive) self._afterid['_progress_alive'] = afterid #///////////////////////////////////////////////////////////////// # Threaded downloader #///////////////////////////////////////////////////////////////// def _download_threaded(self, *e): # If the user tries to start a new download while we're already # downloading something, then abort the current download instead. if self._downloading: self._abort_download() return # Change the 'download' button to an 'abort' button. self._download_button['text'] = 'Cancel' marked = [self._table[row, 'Identifier'] for row in range(len(self._table)) if self._table[row, 0] != ''] selection = self._table.selected_row() if not marked and selection is not None: marked = [self._table[selection, 'Identifier']] # Create a new data server object for the download operation, # just in case the user modifies our data server during the # download (e.g., clicking 'refresh' or editing the index url). ds = Downloader(self._ds.url, self._ds.download_dir) # Start downloading in a separate thread. assert self._download_msg_queue == [] assert self._download_abort_queue == [] self._DownloadThread(ds, marked, self._download_lock, self._download_msg_queue, self._download_abort_queue).start() # Monitor the download message queue & display its progress. self._log_indent = 0 self._downloading = True self._monitor_message_queue() # Display an indication that we're still alive and well by # cycling the progress bar. self._progress_alive() def _abort_download(self): if self._downloading: self._download_lock.acquire() self._download_abort_queue.append('abort') self._download_lock.release() class _DownloadThread(threading.Thread): def __init__(self, data_server, items, lock, message_queue, abort): self.data_server = data_server self.items = items self.lock = lock self.message_queue = message_queue self.abort = abort threading.Thread.__init__(self) def run (self): for msg in self.data_server.incr_download(self.items): self.lock.acquire() self.message_queue.append(msg) # Check if we've been told to kill ourselves: if self.abort: self.message_queue.append('aborted') self.lock.release() return self.lock.release() self.lock.acquire() self.message_queue.append('finished') self.lock.release() _MONITOR_QUEUE_DELAY=100 def _monitor_message_queue(self): def show(s): self._progresslabel['text'] = s self._log(s) # Try to acquire the lock; if it's busy, then just try again later. if not self._download_lock.acquire(): return for msg in self._download_msg_queue: # Done downloading? if msg == 'finished' or msg == 'aborted': #self._fill_table(sort=False) self._update_table_status() self._downloading = False self._download_button['text'] = 'Download' del self._download_msg_queue[:] del self._download_abort_queue[:] self._download_lock.release() if msg == 'aborted': show('Download aborted!') self._show_progress(None) else: afterid = self.top.after(100, self._show_progress, None) self._afterid['_monitor_message_queue'] = afterid return # All other messages elif isinstance(msg, ProgressMessage): self._show_progress(msg.progress) elif isinstance(msg, ErrorMessage): show(msg.message) if msg.package is not None: self._select(msg.package.id) self._show_progress(None) self._downloading = False return # halt progress. elif isinstance(msg, StartCollectionMessage): show('Downloading collection %r' % msg.collection.id) self._log_indent += 1 elif isinstance(msg, StartPackageMessage): self._ds.clear_status_cache(msg.package.id) show('Downloading package %r' % msg.package.id) elif isinstance(msg, UpToDateMessage): show('Package %s is up-to-date!' % msg.package.id) #elif isinstance(msg, StaleMessage): # show('Package %s is out-of-date or corrupt; updating it' % # msg.package.id) elif isinstance(msg, FinishDownloadMessage): show('Finished downloading %r.' % msg.package.id) elif isinstance(msg, StartUnzipMessage): show('Unzipping %s' % msg.package.filename) elif isinstance(msg, FinishUnzipMessage): show('Finished installing %s' % msg.package.id) elif isinstance(msg, FinishCollectionMessage): self._log_indent -= 1 show('Finished downloading collection %r.' % msg.collection.id) self._clear_mark(msg.collection.id) elif isinstance(msg, FinishPackageMessage): self._update_table_status() self._clear_mark(msg.package.id) # Let the user know when we're aborting a download (but # waiting for a good point to abort it, so we don't end up # with a partially unzipped package or anything like that). if self._download_abort_queue: self._progresslabel['text'] = 'Aborting download...' # Clear the message queue and then release the lock del self._download_msg_queue[:] self._download_lock.release() # Check the queue again after MONITOR_QUEUE_DELAY msec. afterid = self.top.after(self._MONITOR_QUEUE_DELAY, self._monitor_message_queue) self._afterid['_monitor_message_queue'] = afterid ###################################################################### # Helper Functions ###################################################################### # [xx] It may make sense to move these to nltk.internals. def md5_hexdigest(file): """ Calculate and return the MD5 checksum for a given file. ``file`` may either be a filename or an open stream. """ if isinstance(file, compat.string_types): with open(file, 'rb') as infile: return _md5_hexdigest(infile) return _md5_hexdigest(file) def _md5_hexdigest(fp): md5_digest = md5() while True: block = fp.read(1024*16) # 16k blocks if not block: break md5_digest.update(block) return md5_digest.hexdigest() # change this to periodically yield progress messages? # [xx] get rid of topdir parameter -- we should be checking # this when we build the index, anyway. def unzip(filename, root, verbose=True): """ Extract the contents of the zip file ``filename`` into the directory ``root``. """ for message in _unzip_iter(filename, root, verbose): if isinstance(message, ErrorMessage): raise Exception(message) def _unzip_iter(filename, root, verbose=True): if verbose: sys.stdout.write('Unzipping %s' % os.path.split(filename)[1]) sys.stdout.flush() try: zf = zipfile.ZipFile(filename) except zipfile.error as e: yield ErrorMessage(filename, 'Error with downloaded zip file') return except Exception as e: yield ErrorMessage(filename, e) return # Get lists of directories & files namelist = zf.namelist() dirlist = set() for x in namelist: if x.endswith('/'): dirlist.add(x) else: dirlist.add(x.rsplit('/',1)[0] + '/') filelist = [x for x in namelist if not x.endswith('/')] # Create the target directory if it doesn't exist if not os.path.exists(root): os.mkdir(root) # Create the directory structure for dirname in sorted(dirlist): pieces = dirname[:-1].split('/') for i in range(len(pieces)): dirpath = os.path.join(root, *pieces[:i+1]) if not os.path.exists(dirpath): os.mkdir(dirpath) # Extract files. for i, filename in enumerate(filelist): filepath = os.path.join(root, *filename.split('/')) with open(filepath, 'wb') as outfile: try: contents = zf.read(filename) except Exception as e: yield ErrorMessage(filename, e) return outfile.write(contents) if verbose and (i*10/len(filelist) > (i-1)*10/len(filelist)): sys.stdout.write('.') sys.stdout.flush() if verbose: print() ###################################################################### # Index Builder ###################################################################### # This may move to a different file sometime. import subprocess, zipfile def build_index(root, base_url): """ Create a new data.xml index file, by combining the xml description files for various packages and collections. ``root`` should be the path to a directory containing the package xml and zip files; and the collection xml files. The ``root`` directory is expected to have the following subdirectories:: root/ packages/ .................. subdirectory for packages corpora/ ................. zip & xml files for corpora grammars/ ................ zip & xml files for grammars taggers/ ................. zip & xml files for taggers tokenizers/ .............. zip & xml files for tokenizers etc. collections/ ............... xml files for collections For each package, there should be two files: ``package.zip`` (where *package* is the package name) which contains the package itself as a compressed zip file; and ``package.xml``, which is an xml description of the package. The zipfile ``package.zip`` should expand to a single subdirectory named ``package/``. The base filename ``package`` must match the identifier given in the package's xml file. For each collection, there should be a single file ``collection.zip`` describing the collection, where *collection* is the name of the collection. All identifiers (for both packages and collections) must be unique. """ # Find all packages. packages = [] for pkg_xml, zf, subdir in _find_packages(os.path.join(root, 'packages')): zipstat = os.stat(zf.filename) url = '%s/%s/%s' % (base_url, subdir, os.path.split(zf.filename)[1]) unzipped_size = sum(zf_info.file_size for zf_info in zf.infolist()) # Fill in several fields of the package xml with calculated values. pkg_xml.set('unzipped_size', '%s' % unzipped_size) pkg_xml.set('size', '%s' % zipstat.st_size) pkg_xml.set('checksum', '%s' % md5_hexdigest(zf.filename)) pkg_xml.set('subdir', subdir) #pkg_xml.set('svn_revision', _svn_revision(zf.filename)) pkg_xml.set('url', url) # Record the package. packages.append(pkg_xml) # Find all collections collections = list(_find_collections(os.path.join(root, 'collections'))) # Check that all UIDs are unique uids = set() for item in packages+collections: if item.get('id') in uids: raise ValueError('Duplicate UID: %s' % item.get('id')) uids.add(item.get('id')) # Put it all together top_elt = ElementTree.Element('nltk_data') top_elt.append(ElementTree.Element('packages')) for package in packages: top_elt[0].append(package) top_elt.append(ElementTree.Element('collections')) for collection in collections: top_elt[1].append(collection) _indent_xml(top_elt) return top_elt def _indent_xml(xml, prefix=''): """ Helper for ``build_index()``: Given an XML ``ElementTree``, modify it (and its descendents) ``text`` and ``tail`` attributes to generate an indented tree, where each nested element is indented by 2 spaces with respect to its parent. """ if len(xml) > 0: xml.text = (xml.text or '').strip() + '\n' + prefix + ' ' for child in xml: _indent_xml(child, prefix+' ') for child in xml[:-1]: child.tail = (child.tail or '').strip() + '\n' + prefix + ' ' xml[-1].tail = (xml[-1].tail or '').strip() + '\n' + prefix def _check_package(pkg_xml, zipfilename, zf): """ Helper for ``build_index()``: Perform some checks to make sure that the given package is consistent. """ # The filename must patch the id given in the XML file. uid = os.path.splitext(os.path.split(zipfilename)[1])[0] if pkg_xml.get('id') != uid: raise ValueError('package identifier mismatch (%s vs %s)' % (pkg_xml.get('id'), uid)) # Zip file must expand to a subdir whose name matches uid. if sum( (name!=uid and not name.startswith(uid+'/')) for name in zf.namelist() ): raise ValueError('Zipfile %s.zip does not expand to a single ' 'subdirectory %s/' % (uid, uid)) # update for git? def _svn_revision(filename): """ Helper for ``build_index()``: Calculate the subversion revision number for a given file (by using ``subprocess`` to run ``svn``). """ p = subprocess.Popen(['svn', 'status', '-v', filename], stdout=subprocess.PIPE, stderr=subprocess.PIPE) (stdout, stderr) = p.communicate() if p.returncode != 0 or stderr or not stdout: raise ValueError('Error determining svn_revision for %s: %s' % (os.path.split(filename)[1], textwrap.fill(stderr))) return stdout.split()[2] def _find_collections(root): """ Helper for ``build_index()``: Yield a list of ElementTree.Element objects, each holding the xml for a single package collection. """ packages = [] for dirname, subdirs, files in os.walk(root): for filename in files: if filename.endswith('.xml'): xmlfile = os.path.join(dirname, filename) yield ElementTree.parse(xmlfile).getroot() def _find_packages(root): """ Helper for ``build_index()``: Yield a list of tuples ``(pkg_xml, zf, subdir)``, where: - ``pkg_xml`` is an ``ElementTree.Element`` holding the xml for a package - ``zf`` is a ``zipfile.ZipFile`` for the package's contents. - ``subdir`` is the subdirectory (relative to ``root``) where the package was found (e.g. 'corpora' or 'grammars'). """ from nltk.corpus.reader.util import _path_from # Find all packages. packages = [] for dirname, subdirs, files in os.walk(root): relpath = '/'.join(_path_from(root, dirname)) for filename in files: if filename.endswith('.xml'): xmlfilename = os.path.join(dirname, filename) zipfilename = xmlfilename[:-4]+'.zip' try: zf = zipfile.ZipFile(zipfilename) except Exception as e: raise ValueError('Error reading file %r!\n%s' % (zipfilename, e)) try: pkg_xml = ElementTree.parse(xmlfilename).getroot() except Exception as e: raise ValueError('Error reading file %r!\n%s' % (xmlfilename, e)) # Check that the UID matches the filename uid = os.path.split(xmlfilename[:-4])[1] if pkg_xml.get('id') != uid: raise ValueError('package identifier mismatch (%s ' 'vs %s)' % (pkg_xml.get('id'), uid)) # Check that the zipfile expands to a subdir whose # name matches the uid. if sum( (name!=uid and not name.startswith(uid+'/')) for name in zf.namelist() ): raise ValueError('Zipfile %s.zip does not expand to a ' 'single subdirectory %s/' % (uid, uid)) yield pkg_xml, zf, relpath # Don't recurse into svn subdirectories: try: subdirs.remove('.svn') except ValueError: pass ###################################################################### # Main: ###################################################################### # There should be a command-line interface # Aliases _downloader = Downloader() download = _downloader.download def download_shell(): DownloaderShell(_downloader).run() def download_gui(): DownloaderGUI(_downloader).mainloop() def update(): _downloader.update() if __name__ == '__main__': from optparse import OptionParser parser = OptionParser() parser.add_option("-d", "--dir", dest="dir", help="download package to directory DIR", metavar="DIR") parser.add_option("-q", "--quiet", dest="quiet", action="store_true", default=False, help="work quietly") parser.add_option("-f", "--force", dest="force", action="store_true", default=False, help="download even if already installed") parser.add_option("-e", "--exit-on-error", dest="halt_on_error", action="store_true", default=False, help="exit if an error occurs") parser.add_option("-u", "--url", dest="server_index_url", default=None, help="download server index url") (options, args) = parser.parse_args() downloader = Downloader(server_index_url = options.server_index_url) if args: for pkg_id in args: rv = downloader.download(info_or_id=pkg_id, download_dir=options.dir, quiet=options.quiet, force=options.force, halt_on_error=options.halt_on_error) if rv==False and options.halt_on_error: break else: downloader.download(download_dir=options.dir, quiet=options.quiet, force=options.force, halt_on_error=options.halt_on_error)
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from collections import defaultdict n = int(input()) cnt = 0 dic = defaultdict(list) ab = [] cd = [] for i in range(n): a, b = map(int, input().split()) ab.append((a, b)) for i in range(n): c, d = map(int, input().split()) cd.append((c, d)) for i in ab: for j in cd: a, b = i c, d = j if a < c and b < d: dic[i].append(j) seen = set() for key, value in sorted(dic.items(), key=lambda x: x[0][1], reverse=True): for co in sorted(value, key=lambda x: x[0]): if co not in seen: cnt += 1 seen.add(co) break print(cnt)
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import unittest from math import hypot from colder_warmer import checkio MAX_STEP = 12 def check_solution(func, goal, start): prev_steps = [start] for step in range(MAX_STEP): row, col = func([s[:] for s in prev_steps]) if [row, col] == goal: return True if 10 <= row or 0 > row or 10 <= col or 0 > col: print("You gave wrong coordinates.") return False prev_distance = hypot(prev_steps[-1][0] - goal[0], prev_steps[-1][1] - goal[1]) distance = hypot(row - goal[0], col - goal[1]) alteration = ( 0 if prev_distance == distance else (1 if prev_distance > distance else -1) ) prev_steps.append([row, col, alteration]) print("Too many steps") return False class Tests(unittest.TestCase): TESTS = { "1st": {"input": [[5, 5, 0]], "goal": [7, 7]}, "2nd": {"input": [[0, 0, 0]], "goal": [5, 6]}, "3rd": {"input": [[0, 0, 0]], "goal": [9, 9]}, "4th": {"input": [[7, 7, 0]], "goal": [2, 4]}, "5th": {"input": [[0, 9, 0]], "goal": [9, 0]}, } def test_Basics(self): for i in self.TESTS: assert check_solution( checkio, self.TESTS[i]['goal'], self.TESTS[i]['input'][0] ) if __name__ == "__main__": # pragma: no cover unittest.main()
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# Generated by Django 3.2.4 on 2021-08-23 01:17 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('sfm', '0006_sfmmetric_region'), ] operations = [ migrations.AddField( model_name='costcentre', name='region', field=models.CharField(blank=True, choices=[('Goldfields', 'Goldfields'), ('Kimberley', 'Kimberley'), ('Midwest', 'Midwest'), ('Pilbara', 'Pilbara'), ('South Coast', 'South Coast'), ('South West', 'South West'), ('Swan', 'Swan'), ('Warren', 'Warren'), ('Wheatbelt', 'Wheatbelt')], max_length=100, null=True), ), ]
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/Chapter08/Testing Adversarial-Robustness of Neural Networks/abs_models/visualization.py
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import numpy as np import torch from matplotlib import pyplot as plt from PIL import Image from abs_models import utils as u def visualize_image(ax, im, title=None, clear=False, **kwargs): if clear: ax.cla() ax.imshow(im, **kwargs) if title is not None: ax.set_title(title) ax.axis('off') return(ax) def plot(ax, y_datas, x_data=None, title=None, clear=True, scale=None, legend=None): if not any(isinstance(i, list) for i in y_datas): y_datas = [y_datas] if clear: ax.clear() if x_data is None: x_data = range(len(y_datas[0])) # acutal plotting plots = [] for y_data in y_datas: pl, = ax.plot(x_data, y_data) plots.append(pl) if legend: ax.legend(plots, legend) if scale is not None: ax.set_yscale(scale) if title is not None: ax.set_title(title) return ax def scatter(ax, x_data, y_data, title=None, clear=True): if clear: ax.clear() ax.scatter(x_data, y_data) if title is not None: ax.set_title(title) def subplots(*args, height=6, width=15, **kwargs): fig, ax = plt.subplots(*args, squeeze=False, **kwargs) if height is not None: fig.set_figheight(height) if width is not None: fig.set_figwidth(width) return fig, ax class Visualizer: def __init__(self): self.plots = {} self.i = -1 self.reset() def reset(self): self.ny = 4 self.nx = 4 fig = plt.figure() plt.ion() fig.show() fig.canvas.draw() self.fig = fig self.i = 0 # for key in self.plots.keys(): # self.plots[key].ax = self.get_next_plot() def add_scalar(self, name, y, x): y = u.t2n(y) if name in self.plots.keys(): self.plots[name].x.append(x) self.plots[name].y.append(y) else: self.plots[name] = PlotObj(x, y, self.get_next_plot()) self.plots[name].ax.clear() plot(self.plots[name].ax, self.plots[name].y, self.plots[name].x, title=name) self.fig.canvas.draw() def add_image(self, name, img, x): if not isinstance(img, np.ndarray): img = u.t2n(img) img = img.squeeze() if name not in self.plots.keys(): self.plots[name] = self.plots[name] \ = PlotObj(0, 0, self.get_next_plot()) visualize_image(self.plots[name].ax, img, title=name, cmap='gray') def get_next_plot(self): self.i += 1 ax = self.fig.add_subplot(self.nx, self.ny, self.i) return ax class PlotObj: def __init__(self, x, y, ax): self.x = [x] self.y = [y] self.ax = ax # visualize hidden space class RobNNVisualisor(object): def __init__(self): self.xl = [] self.yl = [] self.cl = [] def generate_data(self, model, loader, cuda=False): for i, (test_data, test_label) in enumerate(loader): if i == int(np.ceil(400 / loader.batch_size)): break x = test_data yt = test_label x = x.to(u.dev()) model.forward(x) latent = model.latent.cpu().data.numpy().swapaxes(0, 1).squeeze() self.xl += latent[0].tolist() self.yl += latent[1].tolist() self.cl += yt.data.numpy().tolist() def visualize_hidden_space(self, fig, ax, model=None, loader=None, cuda=False, reload=False, colorbar=False): if self.xl == [] or reload: self.generate_data(model, loader, cuda=cuda) cmap = plt.cm.get_cmap("viridis", 10) pl = ax.scatter(self.xl, self.yl, c=self.cl, label=self.cl, vmin=-0.5, vmax=9.5, cmap=cmap) if colorbar: fig.colorbar(pl, ax=ax, ticks=range(10)) return ax def fig2img(fig): """ @brief Convert a Matplotlib figure to a PIL Image in RGBA format and return it @param fig a matplotlib figure @return a Python Imaging Library ( PIL ) image """ # put the figure pixmap into a numpy array buf = fig2data(fig) w, h, d = buf.shape return Image.frombytes("RGBA", (w, h), buf.tostring()) def fig2data(fig): """ @brief Convert a Matplotlib figure to a 4D numpy array with RGBA channels and return it @param fig a matplotlib figure @return a numpy 3D array of RGBA values """ # draw the renderer fig.canvas.draw() # Get the RGBA buffer from the figure w, h = fig.canvas.get_width_height() buf = np.frombuffer(fig.canvas.tostring_argb(), dtype=np.uint8) buf.shape = (w, h, 4) # canvas.tostring_argb give pixmap in ARGB mode. # Roll the ALPHA channel to have it in RGBA mode buf = np.roll(buf, 3, axis=2) return buf # adapted from https://github.com/lanpa/tensorboard-pytorch def tens2scattters(tens, lims=None, labels=None): tens_np = u.tens2numpy(tens) labels = u.tens2numpy(labels) # draw fig = plt.figure() ax = plt.gca() ax.scatter(tens_np[0], tens_np[1], c=labels) plt.axis('scaled') if lims is not None: ax.set_xlim(lims[0], lims[1]) ax.set_ylim(lims[0], lims[1]) return fig2data(fig) def fig2data(fig): fig.canvas.draw() # Now we can save it to a numpy array. data = np.frombuffer(fig.canvas.tostring_rgb(), dtype=np.uint8) data = data.reshape(fig.canvas.get_width_height()[::-1] + (3,)) plt.close() return data def visualize_latent_distr(CNN, nd, limit=2, n_grid=100): limit = 2 n_grid = 100 fig, ax = subplots(1, 1, width=7, height=6) fig.subplots_adjust(right=0.8) grids = [(np.linspace(-limit, limit, n_grid)) for i in range(nd)] xys = np.array(np.meshgrid(*grids)) xys = np.moveaxis(xys, 0, -1).reshape(n_grid ** nd, nd) outs = CNN.forward(torch.from_numpy(xys[:, :, None, None]).type(torch.cuda.FloatTensor)) # noqa: E501 outs = u.t2n(outs.squeeze()) sc = ax[0, 0].scatter(xys[:, 0], xys[:, 1], c=(outs - np.min(outs)) / (np.max(outs) - np.min(outs))) # noqa: E501 cbar_ax = fig.add_axes([0.85, 0.15, 0.05, 0.7]) fig.colorbar(sc, cax=cbar_ax) return fig2data(fig) if __name__ == '__main__': fig, ax = subplots(2) print(ax)
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/deriva-annotations/catalog99/catalog-configs/PDB/ihm_entity_poly_segment.py
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[]
no_license
informatics-isi-edu/protein-database
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import argparse from deriva.core import ErmrestCatalog, AttrDict, get_credential import deriva.core.ermrest_model as em from deriva.core.ermrest_config import tag as chaise_tags from deriva.utils.catalog.manage.update_catalog import CatalogUpdater, parse_args groups = { 'pdb-reader': 'https://auth.globus.org/8875a770-3c40-11e9-a8c8-0ee7d80087ee', 'pdb-writer': 'https://auth.globus.org/c94a1e5c-3c40-11e9-a5d1-0aacc65bfe9a', 'pdb-admin': 'https://auth.globus.org/0b98092c-3c41-11e9-a8c8-0ee7d80087ee', 'pdb-curator': 'https://auth.globus.org/eef3e02a-3c40-11e9-9276-0edc9bdd56a6', 'isrd-staff': 'https://auth.globus.org/176baec4-ed26-11e5-8e88-22000ab4b42b', 'pdb-submitter': 'https://auth.globus.org/99da042e-64a6-11ea-ad5f-0ef992ed7ca1' } table_name = 'ihm_entity_poly_segment' schema_name = 'PDB' column_annotations = { 'structure_id': {}, 'comp_id_begin': {}, 'comp_id_end': {}, 'entity_id': {}, 'id': {}, 'seq_id_begin': {}, 'seq_id_end': {}, 'Owner': {} } column_comment = { 'structure_id': 'A reference to table entry.id.', 'comp_id_begin': 'A reference to table chem_comp.id.', 'comp_id_end': 'A reference to table chem_comp.id.', 'entity_id': 'A reference to table entity.id.', 'id': 'type:int4\nA unique identifier for the polymeric segment.', 'seq_id_begin': 'A reference to table entity_poly_seq.num.', 'seq_id_end': 'A reference to table entity_poly_seq.num.', 'Owner': 'Group that can update the record.' } column_acls = {} column_acl_bindings = {} column_defs = [ em.Column.define( 'structure_id', em.builtin_types['text'], nullok=False, comment=column_comment['structure_id'], ), em.Column.define( 'comp_id_begin', em.builtin_types['text'], nullok=False, comment=column_comment['comp_id_begin'], ), em.Column.define( 'comp_id_end', em.builtin_types['text'], nullok=False, comment=column_comment['comp_id_end'], ), em.Column.define( 'entity_id', em.builtin_types['text'], nullok=False, comment=column_comment['entity_id'], ), em.Column.define('id', em.builtin_types['int4'], nullok=False, comment=column_comment['id'], ), em.Column.define( 'seq_id_begin', em.builtin_types['int4'], nullok=False, comment=column_comment['seq_id_begin'], ), em.Column.define( 'seq_id_end', em.builtin_types['int4'], nullok=False, comment=column_comment['seq_id_end'], ), em.Column.define('Owner', em.builtin_types['text'], comment=column_comment['Owner'], ), em.Column.define('Entity_Poly_Seq_RID_Begin', em.builtin_types['text'], nullok=False, ), em.Column.define('Entity_Poly_Seq_RID_End', em.builtin_types['text'], nullok=False, ), ] display = {'name': 'Segments of Polymeric Entities'} visible_columns = { '*': [ { 'source': 'RID' }, { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_structure_id_fkey'] }, 'RID'] }, { 'source': 'id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'entity_id' ], 'markdown_name': 'entity id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'num' ], 'markdown_name': 'seq id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'num' ], 'markdown_name': 'seq id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue end' } ], 'entry': [ { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_structure_id_fkey'] }, 'RID'] }, { 'source': 'id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'entity_id' ], 'markdown_name': 'entity id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'num' ], 'markdown_name': 'seq id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'num' ], 'markdown_name': 'seq id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue end' } ], 'detailed': [ { 'source': 'RID' }, { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_structure_id_fkey'] }, 'RID'] }, { 'source': 'id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'entity_id' ], 'markdown_name': 'entity id' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'mon_id' ], 'markdown_name': 'comp id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'num' ], 'markdown_name': 'seq id begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'num' ], 'markdown_name': 'seq id end' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue begin' }, { 'source': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey'] }, 'RID' ], 'markdown_name': 'polymeric residue end' }, { 'source': 'RCT' }, { 'source': 'RMT' }, { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_RCB_fkey'] }, 'RID'] }, { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_RMB_fkey'] }, 'RID'] }, { 'source': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_Owner_fkey'] }, 'RID'] } ] } visible_foreign_keys = { 'filter': 'detailed', 'detailed': [ ['PDB', 'ihm_model_representation_details_entity_poly_segment_id_fkey'], ['PDB', 'ihm_struct_assembly_details_entity_poly_segment_id_fkey'], ['PDB', 'ihm_starting_model_details_entity_poly_segment_id_fkey'], ['PDB', 'ihm_localization_density_files_entity_poly_segment_id_fkey'] ] } table_display = {'row_name': {'row_markdown_pattern': '{{{id}}}'}} table_annotations = { chaise_tags.display: display, chaise_tags.table_display: table_display, chaise_tags.visible_columns: visible_columns, chaise_tags.visible_foreign_keys: visible_foreign_keys, } table_comment = 'Segments of polymeric entities; specifies sequence ranges for use in other tables' table_acls = { 'owner': [groups['pdb-admin'], groups['isrd-staff']], 'write': [], 'delete': [groups['pdb-curator']], 'insert': [groups['pdb-curator'], groups['pdb-writer'], groups['pdb-submitter']], 'select': [groups['pdb-writer'], groups['pdb-reader']], 'update': [groups['pdb-curator']], 'enumerate': ['*'] } table_acl_bindings = { 'released_reader': { 'types': ['select'], 'scope_acl': [groups['pdb-submitter']], 'projection': [{ 'outbound': ['PDB', 'ihm_entity_poly_segment_structure_id_fkey'] }, 'RCB'], 'projection_type': 'acl' }, 'self_service_group': { 'types': ['update', 'delete'], 'scope_acl': ['*'], 'projection': ['Owner'], 'projection_type': 'acl' }, 'self_service_creator': { 'types': ['update', 'delete'], 'scope_acl': [groups['pdb-submitter']], 'projection': [ { 'outbound': ['PDB', 'ihm_entity_poly_segment_structure_id_fkey'] }, { 'or': [ { 'filter': 'Workflow_Status', 'operand': 'DRAFT', 'operator': '=' }, { 'filter': 'Workflow_Status', 'operand': 'DEPO', 'operator': '=' }, { 'filter': 'Workflow_Status', 'operand': 'RECORD READY', 'operator': '=' }, { 'filter': 'Workflow_Status', 'operand': 'ERROR', 'operator': '=' } ] }, 'RCB' ], 'projection_type': 'acl' } } key_defs = [ em.Key.define(['RID'], constraint_names=[['PDB', 'ihm_entity_poly_segment_RIDkey1']], ), em.Key.define( ['id', 'structure_id'], constraint_names=[['PDB', 'ihm_entity_poly_segment_primary_key']], ), em.Key.define( ['id', 'RID'], constraint_names=[['PDB', 'ihm_entity_poly_segment_RID_id_key']], ), ] fkey_defs = [ em.ForeignKey.define( ['RMB'], 'public', 'ERMrest_Client', ['ID'], constraint_names=[['PDB', 'ihm_entity_poly_segment_RMB_fkey']], ), em.ForeignKey.define( ['RCB'], 'public', 'ERMrest_Client', ['ID'], constraint_names=[['PDB', 'ihm_entity_poly_segment_RCB_fkey']], ), em.ForeignKey.define( ['structure_id'], 'PDB', 'entry', ['id'], constraint_names=[['PDB', 'ihm_entity_poly_segment_structure_id_fkey']], acls={ 'insert': ['*'], 'update': ['*'] }, on_update='CASCADE', on_delete='CASCADE', ), em.ForeignKey.define( ['Owner'], 'public', 'Catalog_Group', ['ID'], constraint_names=[['PDB', 'ihm_entity_poly_segment_Owner_fkey']], acls={ 'insert': [groups['pdb-curator']], 'update': [groups['pdb-curator']] }, acl_bindings={ 'set_owner': { 'types': ['update', 'insert'], 'scope_acl': ['*'], 'projection': ['ID'], 'projection_type': 'acl' } }, ), em.ForeignKey.define( ['structure_id', 'Entity_Poly_Seq_RID_Begin', 'seq_id_begin', 'entity_id', 'comp_id_begin'], 'PDB', 'entity_poly_seq', ['structure_id', 'RID', 'num', 'entity_id', 'mon_id'], constraint_names=[['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_begin_fkey']], annotations={ chaise_tags.foreign_key: { 'template_engine': 'handlebars', 'domain_filter_pattern': '{{#if _structure_id}}structure_id={{{_structure_id}}}{{/if}}' } }, acls={ 'insert': ['*'], 'update': ['*'] }, on_update='CASCADE', on_delete='SET NULL', ), em.ForeignKey.define( ['Entity_Poly_Seq_RID_End', 'structure_id', 'seq_id_end', 'comp_id_end', 'entity_id'], 'PDB', 'entity_poly_seq', ['RID', 'structure_id', 'num', 'mon_id', 'entity_id'], constraint_names=[['PDB', 'ihm_entity_poly_segment_mm_poly_res_label_end_fkey']], annotations={ chaise_tags.foreign_key: { 'template_engine': 'handlebars', 'domain_filter_pattern': '{{#if _structure_id}}structure_id={{{_structure_id}}}{{/if}}' } }, acls={ 'insert': ['*'], 'update': ['*'] }, on_update='CASCADE', on_delete='SET NULL', ), ] table_def = em.Table.define( table_name, column_defs=column_defs, key_defs=key_defs, fkey_defs=fkey_defs, annotations=table_annotations, acls=table_acls, acl_bindings=table_acl_bindings, comment=table_comment, provide_system=True ) def main(catalog, mode, replace=False, really=False): updater = CatalogUpdater(catalog) table_def['column_annotations'] = column_annotations table_def['column_comment'] = column_comment updater.update_table(mode, schema_name, table_def, replace=replace, really=really) if __name__ == "__main__": host = 'pdb.isrd.isi.edu' catalog_id = 99 mode, replace, host, catalog_id = parse_args(host, catalog_id, is_table=True) catalog = ErmrestCatalog('https', host, catalog_id=catalog_id, credentials=get_credential(host)) main(catalog, mode, replace)
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/alphabetical order.py
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n=int(input()) lst = [] for i in range(n): lst.append(input()) lst.sort() for i in lst: print(i)
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''' Description: Given a complete binary tree, count the number of nodes. Note: Definition of a complete binary tree from Wikipedia: In a complete binary tree every level, except possibly the last, is completely filled, and all nodes in the last level are as far left as possible. It can have between 1 and 2h nodes inclusive at the last level h. Example: Input: 1 / \ 2 3 / \ / 4 5 6 Output: 6 ''' # Definition for a binary tree node. class TreeNode: def __init__(self, x): self.val = x self.left = None self.right = None class Solution: def countNodes(self, root: TreeNode) -> int: def helper( node: TreeNode): root = node if not node: # Quick response for empty tree return 0 height = 0 while node: node = node.left height += 1 if height == 1: # Quick response for tree with one level only return 1 # boundary of node numbering on last level left, right = 2 ** (height - 1), (2 ** height - 1) # For complete binary tree, the leftmost node on last level must exist last_exist = left # Launch binary search to find the numbering of last non-empty node on last level while left <= right: cur = root mid = left + (right-left) // 2 # path finding for node with numbering with mid for h in range(height-2, -1, -1): mask = 1 << h if mid & mask : cur = cur.right else: cur = cur.left mask >>= 1 if cur is not None: # update latest finding on last level last_exist = mid left = mid + 1 else: right = mid - 1 return last_exist # ------------------------------- return helper( root ) # n : the number of nodes in binary tree ## Time Complexity: O( (log n )^2 ) # # The overhead in time is the cost of height of complete binary tree * cost of binary search on bottom level # It takes O( h ) * O( log n) = O( log n ) * O( log n ) = O( (log n )^2 ) in total. ## Space Complexity: O( 1 ) # # The overhead in space is the storage for loop index and temporary variable, which are of O( 1 ) def test_bench(): root = TreeNode(1) root.left = TreeNode(2) root.right = TreeNode(3) root.left.left = TreeNode(4) root.left.right = TreeNode(5) root.right.left = TreeNode(6) # expected output: ''' 6 ''' print( Solution().countNodes(root = root) ) return if __name__ == '__main__': test_bench()
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/moodledata/vpl_data/49/usersdata/87/17853/submittedfiles/pico.py
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rafaelperazzo/programacao-web
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2021-01-12T14:06:25.773146
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# -*- coding: utf-8 -*- from __future__ import division def pico(lista): cont=0 for i in range (0,len(lista),1): if i==0: if lista[i]>lista[i+1]: cont=cont+1 if lista[i+1]<lista[i]: cont=cont+1 return True else: return False a=[] n=input("digite valor da quantidade de elementos:") for i in range (0,n,1): a.append(input('digite elementos:')) if pico(a): print("S") else: print("N")
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/user_app/urls.py
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from django.urls import path from user_app import views urlpatterns = [ path('', views.index, name = 'index'), path('users/', views.users, name='users'), ]
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/tests/terraform/graph/checks_infra/attribute_solvers/not_contains_solver/test_solver.py
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import os from parameterized import parameterized_class from tests.terraform.graph.checks_infra.test_base import TestBaseSolver TEST_DIRNAME = os.path.dirname(os.path.realpath(__file__)) @parameterized_class([ {"graph_framework": "NETWORKX"}, {"graph_framework": "IGRAPH"} ]) class TestNotContainsSolver(TestBaseSolver): def setUp(self): self.checks_dir = TEST_DIRNAME super(TestNotContainsSolver, self).setUp() def test_public_virtual_machines(self): root_folder = '../../../resources/public_virtual_machines' check_id = "PublicVMs" should_pass = ['aws_default_security_group.default_security_group_closed'] should_fail = ['aws_default_security_group.default_security_group_open'] expected_results = {check_id: {"should_pass": should_pass, "should_fail": should_fail}} self.run_test(root_folder=root_folder, expected_results=expected_results, check_id=check_id) def test_list_cidr_blocks(self): root_folder = '../../../resources/security_group_list_cidr_blocks' check_id = "PublicSG" should_pass = ['aws_security_group.passed_cidr_block', 'aws_security_group.failed_cidr_blocks'] should_fail = [] expected_results = {check_id: {"should_pass": should_pass, "should_fail": should_fail}} self.run_test(root_folder=root_folder, expected_results=expected_results, check_id=check_id) def test_list_cidr_blocks_specific(self): root_folder = '../../../resources/security_group_list_cidr_blocks' check_id = "SpecificBlockSG" should_pass = ['aws_security_group.failed_cidr_blocks'] should_fail = ['aws_security_group.passed_cidr_block'] expected_results = {check_id: {"should_pass": should_pass, "should_fail": should_fail}} self.run_test(root_folder=root_folder, expected_results=expected_results, check_id=check_id)
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/1.1 Data/7-make_regression.py
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ahmedatef1610/scikit-learn-library-for-machine-learning
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# Import Libraries from sklearn.datasets import make_regression # ---------------------------------------------------- # load regression data ''' X ,y = make_regression(n_samples=100, n_features=100, n_informative=10, n_targets=1, bias=0.0, effective_rank=None, tail_strength=0.5, noise=0.0, shuffle=True, coef=False, random_state=None) ''' X, y = make_regression(n_samples=10000, n_features=500, shuffle=True) # X Data print('X Data is \n', X[:10]) print('X shape is ', X.shape) # y Data print('y Data is \n', y[:10]) print('y shape is ', y.shape)
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/Preprocessing/processingresources.py
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""" Classes representing "processing resources" """ import preprocessing import xml.etree.ElementTree import tldextract from collections import Counter import features import json from numbers import Number import htmlparser import sys class PrArticle2Line: def __init__(self, stream, featureslist, addtargets=True): self.stream = stream self.features = features.features2use(featureslist) self.mp_able = False self.addtargets = addtargets self.need_et = False def __call__(self, article, **kwargs): values = features.doc2features(article, self.features) strings = [] for i in range(len(values)): val = values[i] if isinstance(val, str): strings.append(val) elif isinstance(val, Number): strings.append(str(val)) elif isinstance(val, list): strings.append(json.dumps(val)) elif isinstance(val, dict): strings.append(json.dumps(val)) else: # raise Exception("Not a known type to convert to string: {} for {}, feature {}, article id {}". # format(type(val), val, self.features[i], article['id'])) print("Not a known type to convert to string: {} for {}, feature {}, article id {}". format(type(val), val, self.features[i], article['id'])) if self.addtargets: print(article['id'], article.get('target'), article.get('bias'), article.get('domain'), "\t".join(strings), file=self.stream, sep="\t") else: print("\t".join(strings), file=self.stream) class PrAddTarget: def __init__(self, a2target, a2bias, a2url): self.a2target = a2target self.a2bias = a2bias self.a2url = a2url self.mp_able = True self.need_et = False def __call__(self, article, **kwargs): id = article['id'] target = self.a2target[id] bias = self.a2bias[id] url = self.a2url[id] article['target'] = target article['bias'] = bias article['url'] = url class PrAddTitle: def __init__(self): self.mp_able = True self.need_et = True def __call__(self, article, **kwargs): element = article['et'] attrs = element.attrib title = preprocessing.cleantext(attrs["title"]) article['title'] = title class PrAddText: def __init__(self): self.mp_able = True self.need_et = False self.parser = None # initialize later, do not want to pickle for the pipeline def __call__(self, article, **kwargs): if self.parser is None: self.parser = htmlparser.MyHTMLParser() self.parser.reset() self.parser.feed(article['xml']) self.parser.close() pars = self.parser.paragraphs() article['pars'] = pars text = " ".join(pars) article['text'] = text class PrRemovePars: def __init__(self): self.mp_able = True self.need_et = False def __call__(self, article, **kwargs): del article['pars'] class PrFilteredText: """ Calculate the single filtered text field text_all_filtered, must already have nlp """ def __init__(self): self.mp_able = True self.need_et = False def __call__(self, article, **kwargs): import nlp text_tokens = article['text_tokens'] title_tokens = article['title_tokens'] tokens = nlp.filter_tokens([t[0] for t in title_tokens]) tokens.append("<sep_t2d>") if article.get('link_domains_all'): tokens.extend(["DOMAIN_" + d for d in article['link_domains']]) tokens.append("<sep_d2a>") tokens.extend(nlp.filter_tokens([t[0] for sent in text_tokens for t in sent])) token_string = " ".join(tokens) article['text_all_filtered'] = token_string class PrNlpSpacy01: """ Tokenise and POS-tag the title and article. The title gets converted into a list of list word, POS, lemma. The article gets converted into a list of sentences containing a list of lists word, POS, lemma for the sentence. :return: """ def __init__(self): import spacy self.mp_able = True self.initialized = False self.need_et = False self.nlp = None def initialize(self): if self.initialized: return import spacy self.nlp = spacy.load("en_core_web_sm", disable=["parser"]) self.nlp.add_pipe(self.nlp.create_pipe('sentencizer')) self.initialized = True def __call__(self, article, **kwargs): # process each paragraph separately to avoid getting sentences # crossing paragraphs if not self.initialized: self.initialize() pars = article['pars'] # store the raw number of paragraphs article['n_p'] = len(pars) # print("DEBUG: number of pars", len(pars)) n_p_filled = 0 # print("\n\nDEBUG: {} the texts we get from the paragraphs: ".format(article['id']), pars) docs = list(self.nlp.pipe(pars)) allthree = [[[t.text, t.pos_, t.lemma_] for t in s] for doc in docs for s in doc.sents] article['n_p_filled'] = n_p_filled article['text_tokens'] = allthree ents = [ent.text for doc in docs for ent in doc.ents if ent.text[0].isupper()] article['text_ents'] = ents title = article['title'] doc = self.nlp(title) allthree = [(t.text, t.pos_, t.lemma_) for s in list(doc.sents) for t in s] article['title_tokens'] = allthree ents = [ent.text for ent in doc.ents if ent.text[0].isupper()] article['title_ents'] = ents class PrSeqSentences: """ Creates fields: title_sent, domain_sent, article_sent, title and article generated from the token lists for the title and article text (using the original token string) The sentences for the article are enclosed in the special <bos> and <eos> markers. """ def __init__(self): self.mp_able = True self.need_et = False def __call__(self, article, **kwargs): article_tokens = article['text_tokens'] title_tokens = article['title_tokens'] title_sent = " ".join([t[0] for t in title_tokens]) domain_sent = "" if article.get('link_domains_all'): domain_sent = " ".join(["DOMAIN_" + d for d in article['link_domains']]) all = [] first = True for sent in article_tokens: if first: first = False else: all.append("<splt>") # all.append("<bos>") for t in sent: all.append(t[0]) # all.append("<eos>") article_sent = " ".join(all) article['article_sent'] = article_sent article['domain_sent'] = domain_sent article['title_sent'] = title_sent
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/python-webpy/wiki/model.py
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import web db = web.database(dbn='sqlite', db='sql/main.db') def get_pages(): return db.select('pages', order='id DESC') def get_page_by_url(url): """ Arguments: - `url`: """ try: return db.select('pages', where='url=$url', vars=locals())[0] except IndexError: return None def get_page_by_id(id): """ Arguments: - `id`: """ try: return db.select('pages', where='id=$id', vars=locals())[0] except IndexError: return None def new_page(url, title, text): db.insert('pages', url=url, title=title, content=text) def del_page(id): """ Arguments: - `id`: """ db.delete('pages', where='id=$id', vars=locals()) def update_page(id, url, title, text): """ Arguments: - `id`: - `url`: """ db.update('pages', where='id=$id', vars=locals(), url=url, title=title, content=text)
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import logging from aleph import authz from aleph.graph.schema import NodeType, EdgeType log = logging.getLogger(__name__) class GraphQuery(object): def __init__(self, graph, data): self.graph = graph self.data = data @property def limit(self): try: return min(int(self.data.get('limit', 15)), 5000) except: return 15 @property def offset(self): try: return max(int(self.data.get('offset', 0)), 0) except: return 0 def ignore(self): return self.data.getlist('ignore') def _bool(self, name, default=False): """Fetch a query argument, as a boolean.""" v = unicode(self.data.get(name, '')).strip().lower() if not len(v): return default return v in ['true', '1', 'yes', 'y', 't'] def _as_json(self, results): """Helper to make query responses more uniform.""" return { 'status': 'ok', 'limit': self.limit, 'offset': self.offset, 'results': results } def to_dict(self): return self._as_json(self.execute()) class NodeQuery(GraphQuery): def text(self): text = self.data.get('text') if text is not None: text = unicode(text).strip() if len(text) < 1: text = None else: text = '(?i).*%s.*' % text return text def collection_id(self): collection_id = self.data.getlist('collection_id') return authz.collections_intersect(authz.READ, collection_id) def query(self): args = { 'acl': authz.collections(authz.READ), 'limit': self.limit, 'offset': self.offset, 'text': self.text(), 'ignore': self.ignore(), 'collection_id': self.collection_id() } filters = [] filters.append('ncoll.alephCollection IN {collection_id}') filters.append('ocoll.alephCollection IN {acl}') if args['text'] is not None: filters.append('node.name =~ {text}') if len(args['ignore']): filters.append('NOT (node.id IN {ignore})') q = "MATCH (node)-[:PART_OF]->(ncoll:Collection) " \ "MATCH (node)-[r]-(other) " \ "MATCH (other)-[:PART_OF]->(ocoll:Collection) " \ "WHERE %s " \ "WITH node, count(r) AS degree " \ "ORDER BY degree DESC " \ "SKIP {offset} LIMIT {limit} " \ "RETURN node, degree " q = q % ' AND '.join(filters) # print args, q return q, args def execute(self): query, args = self.query() nodes = [] for row in self.graph.run(query, **args): node = NodeType.dict(row.get('node')) node['$degree'] = row.get('degree') nodes.append(node) return nodes class EdgeQuery(GraphQuery): def source_collection_id(self): collection_id = self.data.getlist('source_collection_id') if not len(collection_id): collection_id = self.data.getlist('collection_id') return authz.collections_intersect(authz.READ, collection_id) def target_collection_id(self): collection_id = self.data.getlist('target_collection_id') if not len(collection_id): collection_id = self.data.getlist('collection_id') return authz.collections_intersect(authz.READ, collection_id) def source_id(self): node_id = self.data.getlist('source_id') if not len(node_id): node_id = self.data.getlist('node_id') return node_id def target_id(self): node_id = self.data.getlist('target_id') if not len(node_id): node_id = self.data.getlist('node_id') return node_id def query(self): args = { 'acl': authz.collections(authz.READ), 'limit': self.limit, 'offset': self.offset, 'ignore': self.ignore(), 'source_collection_id': self.source_collection_id(), 'target_collection_id': self.target_collection_id(), 'source_id': self.source_id(), 'target_id': self.target_id() } directed = '>' if self._bool('directed') else '' filters = [] filters.append('sourcecoll.alephCollection IN {source_collection_id}') filters.append('targetcoll.alephCollection IN {target_collection_id}') if len(args['ignore']): filters.append('NOT (rel.id IN {ignore})') if len(args['source_id']): filters.append('source.id IN {source_id}') if len(args['target_id']): filters.append('target.id IN {target_id}') q = "MATCH (source)-[rel]-%s(target) " \ "MATCH (source)-[:PART_OF]->(sourcecoll:Collection) " \ "MATCH (target)-[:PART_OF]->(targetcoll:Collection) " \ "WHERE %s " \ "RETURN source.id AS source, rel, target.id AS target " \ "SKIP {offset} LIMIT {limit} " filters = ' AND '.join(filters) q = q % (directed, filters) return q, args def execute(self): query, args = self.query() edges = [] for row in self.graph.run(query, **args): data = EdgeType.dict(row.get('rel')) data['$source'] = row.get('source') data['$target'] = row.get('target') edges.append(data) return edges
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/testing_effectiveness/show_structure_metrics.py
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jianing-li/asynchronous-spatio-temporal-spike-metric
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""" Function: Show searching error curves for spike metrics. Author: Jianing Li, [email protected], Peking University, Apr. 1st, 2019. """ import numpy as np import pickle from matplotlib import pyplot as pl # load noise ratio steps. noise_ratio_steps = open('../datasets/search_moving_target/noise_ratio_steps.pkl','rb') noise_ratio_steps = pickle.load(noise_ratio_steps) # load kernel cube errors. kernel_cube_errors = open('../datasets/search_moving_target/kernel_cube_errors.pkl','rb') kernel_cube_errors = pickle.load(kernel_cube_errors) kernel_cube_errors = kernel_cube_errors[np.argsort(kernel_cube_errors)] # load kernel train errors. kernel_train_errors = open('../datasets/search_moving_target/kernel_train_errors.pkl','rb') kernel_train_errors = pickle.load(kernel_train_errors) kernel_train_errors = kernel_train_errors[np.argsort(kernel_train_errors)]/2 # show better curve # load kernel train errors using polarity interference. kernel_train_pif_errors = open('../datasets/search_moving_target/kernel_train_pif_errors.pkl','rb') kernel_train_pif_errors = pickle.load(kernel_train_pif_errors) kernel_train_pif_errors = kernel_train_pif_errors[np.argsort(kernel_train_pif_errors)]/2 # show better curve # show spike metrics for structure attribute. fig = pl.figure() pl.plot(noise_ratio_steps, kernel_train_errors, '--', color='blue', markersize=3, linewidth=3, figure=fig, label='KMST[17]') pl.plot(noise_ratio_steps, kernel_train_pif_errors, '-.', color='limegreen' ,markersize=3, linewidth=3, figure=fig, label='KMST-P[23]') pl.plot(noise_ratio_steps, kernel_cube_errors,'-', color='red', markersize=3, linewidth=3, figure=fig, label='ASTSM') font1 = {'family': 'Times New Roman', 'size': 20} font2 = {'size': 16} pl.xlabel(r'$N_\tau$',font1) pl.grid(axis='y', linestyle='-.') pl.ylabel('Tracking errors / pixel', font1) pl.xlim((0, 2)) pl.ylim((0, 60)) pl.xticks(np.linspace(0, 2, 5), fontsize=16) pl.yticks(fontsize=16) pl.yticks(np.linspace(0, 60, 5), fontsize=16) #pl.legend(loc = 0, prop=font2) pl.legend(loc='upper center', bbox_to_anchor=(0.24, 0.98), prop=font2) pl.show()
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/src/hands_on_python/Ch11/test_survey.py
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import unittest from hands_on_python.Ch11.survey import AnonymousSurvey class TestAnonymousSurvey(unittest.TestCase): def test_store_single_response(self): question = "What language did you first learn to speak?" my_survey = AnonymousSurvey(question) my_survey.store_response('English') self.assertIn('English', my_survey.responses) def test_store_three_responses(self): question = "What language did you first learn to speak?" my_survey = AnonymousSurvey(question) responses = ['English', 'Spanish', 'Mandarin'] for response in responses: my_survey.store_response(response) for response in responses: self.assertIn(response, my_survey.responses) unittest.main
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/worker/slack/slack/slack.py
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# Copyright 2014-2015 PUNCH Cyber Analytics Group # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Overview ======== Interact with stoQ Plugins using Slack as an interface """ import os import re import time import argparse import threading from slackclient import SlackClient from stoq.args import StoqArgs from stoq.plugins import StoqWorkerPlugin class SlackWorker(StoqWorkerPlugin): def __init__(self): super().__init__() def activate(self, stoq): self.stoq = stoq parser = argparse.ArgumentParser() parser = StoqArgs(parser) options = parser.parse_args(self.stoq.argv[2:]) super().activate(options=options) self.workers = {} return True def scan(self, payload, **kwargs): """ Monitor a Slack channel for events """ super().scan() # Connect to slack with out RTM API token self.slackclient = SlackClient(self.token) self.errors = 0 self.time_since = 0 thread = None # Connect to Slack for Real Time Messaging (RTM) if self.slackclient.rtm_connect(): while True: try: # Received event(s) events = self.slackclient.rtm_read() # We receive all message since the last update as a list, # let's iterate over them for msg in events: # If we have no type, which happens for some message, # let's skip this one if 'type' not in msg: continue elif msg['type'] == 'file_shared': # A file was uploaded and made public, let's handle # it try: channel = msg['file']['channels'][0] except IndexError: channel = msg['file']['user'] thread = threading.Thread(target=self.process_payload, args=(msg,)) elif msg['type'] == 'message': # Received a message, let's parse it channel = msg['channel'] thread = threading.Thread(target=self.process_message, args=(msg,)) else: # Carry on continue # Start the thread, if we have one if thread: thread.daemon = False thread.start() time.sleep(1) # Let's increment our second since last error, if we # have any errors that is. if self.errors > 0: self.time_since += 1 except BlockingIOError: # Sometimes if the worker completes after the then # rtm_read() call, we end up with a BlockingIOError # exception. Let's just ignore it. pass except Exception as e: self.stoq.log.error("Error handling message: {}".format(str(msg))) # Looks like something is not happy, let's die so we don't # make everyone hate the bot if self.errors > 2 and self.time_since < 30: self.send_msg(channel, "I've got a headache..I'm out.") exit(-1) # Reset the time since our last error, and increment our # error count self.time_since = 0 self.errors += 1 self.send_msg(channel, "Well crap..something went wrong.\n{}".format(str(e))) else: self.stoq.log.error("Unable to connect to Slack. Invalid token?") def process_payload(self, msg): """ Process a file that was uploaded """ # Define the parameters that we care about try: metadata = {'url': msg['file']['url_download'], 'filename': msg['file']['name'], } except KeyError: # Looks like this isn't an upload/post that we can handle return # Check if there was a comment, if so, grab it if 'initial_comment' in msg['file']: metadata['comments'] = msg['file']['initial_comment']['comment'] # We are going to create a list of the workers, in case we want to scan # with multiple workers workers = msg['file']['title'] workers = [w.strip() for w in workers.split(",")] # Slack returns a channel list for file submissions, so there may be # several. We are only going to pay attention to the first one though channel = msg['file']['channels'][0] print("File uploaded! {}".format(metadata['url'])) # Check to see if the worker defined is one we know how to handle for worker in workers: if worker not in self.plugin_list: # Don't know how to handle this one, remove it workers.remove(worker) # Check if we have any workers remaining, if not, we are done if len(workers) == 0: return self.send_msg(channel, "Scanning file...give me a moment") # Retrieve the file once so we can send it as many workers as needed payload = self.stoq.get_file(metadata['url']) # Normalize the user info and then save the info so we know who # submitted what userinfo = self.get_user_info(msg['file']['user']) userinfo = self.normalize_user_info(userinfo) # Merge metadata with our updated userinfo metadata.update(userinfo) # Let's archive the payload now, if needed, rather than having the # worker archive it. Otherwise it will be done multiple times if self.archive_connector: self.save_payload(payload, self.archive_connector) # Iterate over the worker plugins and send the results back as they # are completed for worker in workers: # Make sure we load the worker plugin, if we haven't already self.load_worker(worker) # The output_connector is going to be False by default. Set it # to what was defined when the slack plugin was instantiated self.workers[worker].output_connector = self.output_connector # Handle the payload with the worker, and get the results along # with the templated results, if there is any results, tplresults = self.workers[worker].start(payload, template=self.template, **metadata) # We don't want the worker plugin to spit out it's results to the # channel if tplresults: self.send_msg(channel, tplresults) else: self.send_msg(channel, results) def process_message(self, msg): """ Process a message that begin with a ! """ try: channel = msg['channel'] user = msg['user'] text = msg['text'].rstrip() except KeyError: # This is not a message we care about return # Log conversations, if a connector is defined if self.conversation_connector: # Ensure the connector is loaded self.load_connector(self.conversation_connector) # Get the user's info so we can provide some context userinfo = self.get_user_info(user) userinfo = self.normalize_user_info(userinfo) msg.update(userinfo) # Save the content to the connector try: self.connectors[self.conversation_connector].save(msg) except Exception as err: self.stoq.log.error("Unable to log conversation: {}".format(str(err))) self.stoq.log.info('New message from {}: {}'.format(user, text)) # Check if the message starts with our command character if text.startswith(self.command_character): # It does, let's split the message by whitespace match = re.split("\s", text) if match[0] == "!help": self.print_help(channel) return # The length must be more than 2, otherwise we will ignore # the message if len(match) != 3: return # Define the worker and remove the leading command character worker = match[0].lstrip(self.command_character) # This doesn't appear to be for use, carry on if worker not in self.plugin_list: return # The second word should be our command command = match[1] # The last value should be the value that processed by the worker value = match[2] # Let's define the payload, we don't absolutely need this for # the worker payload = None # Slack parses out links, so www.google.com would look like # <http://www.google.com|www.google.com>. This will strip out # www.google.com and any additional parameters after it, then merge # them so we can pass the full message onto the worker value_matches = re.search(r"<.*\|(.*)>(.*)", value) if value_matches: value = "{} {}".format(value_matches.group(1), value_matches.group(2)).rstrip() # Make sure the encoding is correct # value = value.encode("utf-8") if command == "rescan": payload = self.get_payload(value) if not payload: self.send_msg(channel, "I don't seem to have that sample.") return # Load our worker, if we haven't already self.load_worker(worker) # Let's define the kwargs to pass to the worker, which must know # how to handle them kwargs = {command: value} # Pass our content to the worker results, tplresults = self.workers[worker].start(payload, template=self.template, **kwargs) if tplresults: self.send_msg(channel, tplresults) else: self.send_msg(channel, results) def get_payload(self, value): # See if the user wants us to rescan a file based on # md5/sha1/sha256 hash hash_matches = re.search("^([a-fA-F0-9]{32}$|[a-fA-F0-9]{40}$|[a-fA-F0-9]{60}$)", value) # Let's continue on if it is not a valid hash if not hash_matches: return hashes = hash_matches.group(0) # If the connector we want to retrieve the file from is local, # let's handle that a bit differently. if self.archive_connector == "file": path = os.path.join(self.stoq.hashpath(hashes), hashes) return self.stoq.get_file(path) else: # Setup our key values so we pass the right hash type to # the connector hash_keys = {32: 'md5', 40: 'sha1', 60: 'sha256'} hashargs = {hash_keys[len(hashes)]: hashes} return self.connectors[self.archive_connector].get_file(**hashargs) def get_user_info(self, id): """ Returns detailed information about the user """ # Use Slack's user.info API call to gather information on the user # that submitted the file userinfo = self.slackclient.api_call("users.info", **{'user': id}) userinfo = self.stoq.loads(userinfo) # If an error was produced, return that instead if 'error' in userinfo: return userinfo['error'] return userinfo def normalize_user_info(self, userinfo): """ Extract only the keys we care about so we can track who submits what """ user = {} user_keys = ['id', 'name'] profile_keys = ['real_name', 'email'] for k in user_keys: if k in userinfo['user']: user[k] = userinfo['user'][k] for k in profile_keys: if k in userinfo['user']['profile']: user[k] = userinfo['user']['profile'][k] return user def send_msg(self, channel, msg): """ Send a message to a specific channel or user """ # The max size for a message to slack is 4000 bytes, let's ensure that # we don't send any larger than that msg_size = 4000 if type(msg) is dict: # The content is a dict, let's prettify it msg = str(self.stoq.dumps(msg)) # Ensure our max message size is 4000 bytes, then sleep for 1 second to # prevent being banned for i in range(0, len(msg), msg_size): msg_slice = msg[i:i+msg_size] self.slackclient.rtm_send_message(channel, msg_slice) time.sleep(1) def print_help(self, channel): """ Print a help msg to the channel or user """ msg = "Upload a file for scanning and then use one or more of the\n" msg += "following keywords in the title box seperated by a comma:\n" for p in self.plugin_list: msg += " {}\n".format(p) msg += "\nYou may also scan a file again, or with another plugin by\n" msg += "specifying the md5, sha1, or sha256 hash. For example:\n" msg += "!yara rescan 12bf0190f3369dbb418278c93332016c\n" msg += "\nGive it a go." self.send_msg(channel, msg)
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/homeassistant/components/hyperion/config_flow.py
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"""Hyperion config flow.""" from __future__ import annotations import asyncio import logging from typing import Any, Dict, Optional from urllib.parse import urlparse from hyperion import client, const import voluptuous as vol from homeassistant.components.ssdp import ATTR_SSDP_LOCATION, ATTR_UPNP_SERIAL from homeassistant.config_entries import ( CONN_CLASS_LOCAL_PUSH, ConfigEntry, ConfigFlow, OptionsFlow, ) from homeassistant.const import CONF_BASE, CONF_HOST, CONF_ID, CONF_PORT, CONF_TOKEN from homeassistant.core import callback from homeassistant.helpers.typing import ConfigType from . import create_hyperion_client # pylint: disable=unused-import from .const import ( CONF_AUTH_ID, CONF_CREATE_TOKEN, CONF_PRIORITY, DEFAULT_ORIGIN, DEFAULT_PRIORITY, DOMAIN, ) _LOGGER = logging.getLogger(__name__) _LOGGER.setLevel(logging.DEBUG) # +------------------+ +------------------+ +--------------------+ # |Step: SSDP | |Step: user | |Step: import | # | | | | | | # |Input: <discovery>| |Input: <host/port>| |Input: <import data>| # +------------------+ +------------------+ +--------------------+ # v v v # +----------------------+-----------------------+ # Auth not | Auth | # required? | required? | # | v # | +------------+ # | |Step: auth | # | | | # | |Input: token| # | +------------+ # | Static | # v token | # <------------------+ # | | # | | New token # | v # | +------------------+ # | |Step: create_token| # | +------------------+ # | | # | v # | +---------------------------+ +--------------------------------+ # | |Step: create_token_external|-->|Step: create_token_external_fail| # | +---------------------------+ +--------------------------------+ # | | # | v # | +-----------------------------------+ # | |Step: create_token_external_success| # | +-----------------------------------+ # | | # v<------------------+ # | # v # +-------------+ Confirm not required? # |Step: Confirm|---------------------->+ # +-------------+ | # | | # v SSDP: Explicit confirm | # +------------------------------>+ # | # v # +----------------+ # | Create! | # +----------------+ # A note on choice of discovery mechanisms: Hyperion supports both Zeroconf and SSDP out # of the box. This config flow needs two port numbers from the Hyperion instance, the # JSON port (for the API) and the UI port (for the user to approve dynamically created # auth tokens). With Zeroconf the port numbers for both are in different Zeroconf # entries, and as Home Assistant only passes a single entry into the config flow, we can # only conveniently 'see' one port or the other (which means we need to guess one port # number). With SSDP, we get the combined block including both port numbers, so SSDP is # the favored discovery implementation. class HyperionConfigFlow(ConfigFlow, domain=DOMAIN): """Handle a Hyperion config flow.""" VERSION = 1 CONNECTION_CLASS = CONN_CLASS_LOCAL_PUSH def __init__(self) -> None: """Instantiate config flow.""" self._data: Dict[str, Any] = {} self._request_token_task: Optional[asyncio.Task] = None self._auth_id: Optional[str] = None self._require_confirm: bool = False self._port_ui: int = const.DEFAULT_PORT_UI def _create_client(self, raw_connection: bool = False) -> client.HyperionClient: """Create and connect a client instance.""" return create_hyperion_client( self._data[CONF_HOST], self._data[CONF_PORT], token=self._data.get(CONF_TOKEN), raw_connection=raw_connection, ) async def _advance_to_auth_step_if_necessary( self, hyperion_client: client.HyperionClient ) -> Dict[str, Any]: """Determine if auth is required.""" auth_resp = await hyperion_client.async_is_auth_required() # Could not determine if auth is required. if not auth_resp or not client.ResponseOK(auth_resp): return self.async_abort(reason="auth_required_error") auth_required = auth_resp.get(const.KEY_INFO, {}).get(const.KEY_REQUIRED, False) if auth_required: return await self.async_step_auth() return await self.async_step_confirm() async def async_step_import(self, import_data: ConfigType) -> Dict[str, Any]: """Handle a flow initiated by a YAML config import.""" self._data.update(import_data) async with self._create_client(raw_connection=True) as hyperion_client: if not hyperion_client: return self.async_abort(reason="cannot_connect") return await self._advance_to_auth_step_if_necessary(hyperion_client) async def async_step_ssdp( # type: ignore[override] self, discovery_info: Dict[str, Any] ) -> Dict[str, Any]: """Handle a flow initiated by SSDP.""" # Sample data provided by SSDP: { # 'ssdp_location': 'http://192.168.0.1:8090/description.xml', # 'ssdp_st': 'upnp:rootdevice', # 'deviceType': 'urn:schemas-upnp-org:device:Basic:1', # 'friendlyName': 'Hyperion (192.168.0.1)', # 'manufacturer': 'Hyperion Open Source Ambient Lighting', # 'manufacturerURL': 'https://www.hyperion-project.org', # 'modelDescription': 'Hyperion Open Source Ambient Light', # 'modelName': 'Hyperion', # 'modelNumber': '2.0.0-alpha.8', # 'modelURL': 'https://www.hyperion-project.org', # 'serialNumber': 'f9aab089-f85a-55cf-b7c1-222a72faebe9', # 'UDN': 'uuid:f9aab089-f85a-55cf-b7c1-222a72faebe9', # 'ports': { # 'jsonServer': '19444', # 'sslServer': '8092', # 'protoBuffer': '19445', # 'flatBuffer': '19400' # }, # 'presentationURL': 'index.html', # 'iconList': { # 'icon': { # 'mimetype': 'image/png', # 'height': '100', # 'width': '100', # 'depth': '32', # 'url': 'img/hyperion/ssdp_icon.png' # } # }, # 'ssdp_usn': 'uuid:f9aab089-f85a-55cf-b7c1-222a72faebe9', # 'ssdp_ext': '', # 'ssdp_server': 'Raspbian GNU/Linux 10 (buster)/10 UPnP/1.0 Hyperion/2.0.0-alpha.8'} # SSDP requires user confirmation. self._require_confirm = True self._data[CONF_HOST] = urlparse(discovery_info[ATTR_SSDP_LOCATION]).hostname try: self._port_ui = urlparse(discovery_info[ATTR_SSDP_LOCATION]).port except ValueError: self._port_ui = const.DEFAULT_PORT_UI try: self._data[CONF_PORT] = int( discovery_info.get("ports", {}).get( "jsonServer", const.DEFAULT_PORT_JSON ) ) except ValueError: self._data[CONF_PORT] = const.DEFAULT_PORT_JSON hyperion_id = discovery_info.get(ATTR_UPNP_SERIAL) if not hyperion_id: return self.async_abort(reason="no_id") # For discovery mechanisms, we set the unique_id as early as possible to # avoid discovery popping up a duplicate on the screen. The unique_id is set # authoritatively later in the flow by asking the server to confirm its id # (which should theoretically be the same as specified here) await self.async_set_unique_id(hyperion_id) self._abort_if_unique_id_configured() async with self._create_client(raw_connection=True) as hyperion_client: if not hyperion_client: return self.async_abort(reason="cannot_connect") return await self._advance_to_auth_step_if_necessary(hyperion_client) # pylint: disable=arguments-differ async def async_step_user( self, user_input: Optional[ConfigType] = None, ) -> Dict[str, Any]: """Handle a flow initiated by the user.""" errors = {} if user_input: self._data.update(user_input) async with self._create_client(raw_connection=True) as hyperion_client: if hyperion_client: return await self._advance_to_auth_step_if_necessary( hyperion_client ) errors[CONF_BASE] = "cannot_connect" return self.async_show_form( step_id="user", data_schema=vol.Schema( { vol.Required(CONF_HOST): str, vol.Optional(CONF_PORT, default=const.DEFAULT_PORT_JSON): int, } ), errors=errors, ) async def _cancel_request_token_task(self) -> None: """Cancel the request token task if it exists.""" if self._request_token_task is not None: if not self._request_token_task.done(): self._request_token_task.cancel() try: await self._request_token_task except asyncio.CancelledError: pass self._request_token_task = None async def _request_token_task_func(self, auth_id: str) -> None: """Send an async_request_token request.""" auth_resp: Optional[Dict[str, Any]] = None async with self._create_client(raw_connection=True) as hyperion_client: if hyperion_client: # The Hyperion-py client has a default timeout of 3 minutes on this request. auth_resp = await hyperion_client.async_request_token( comment=DEFAULT_ORIGIN, id=auth_id ) assert self.hass await self.hass.config_entries.flow.async_configure( flow_id=self.flow_id, user_input=auth_resp ) def _get_hyperion_url(self) -> str: """Return the URL of the Hyperion UI.""" # If this flow was kicked off by SSDP, this will be the correct frontend URL. If # this is a manual flow instantiation, then it will be a best guess (as this # flow does not have that information available to it). This is only used for # approving new dynamically created tokens, so the complexity of asking the user # manually for this information is likely not worth it (when it would only be # used to open a URL, that the user already knows the address of). return f"http://{self._data[CONF_HOST]}:{self._port_ui}" async def _can_login(self) -> Optional[bool]: """Verify login details.""" async with self._create_client(raw_connection=True) as hyperion_client: if not hyperion_client: return None return bool( client.LoginResponseOK( await hyperion_client.async_login(token=self._data[CONF_TOKEN]) ) ) async def async_step_auth( self, user_input: Optional[ConfigType] = None, ) -> Dict[str, Any]: """Handle the auth step of a flow.""" errors = {} if user_input: if user_input.get(CONF_CREATE_TOKEN): return await self.async_step_create_token() # Using a static token. self._data[CONF_TOKEN] = user_input.get(CONF_TOKEN) login_ok = await self._can_login() if login_ok is None: return self.async_abort(reason="cannot_connect") if login_ok: return await self.async_step_confirm() errors[CONF_BASE] = "invalid_access_token" return self.async_show_form( step_id="auth", data_schema=vol.Schema( { vol.Required(CONF_CREATE_TOKEN): bool, vol.Optional(CONF_TOKEN): str, } ), errors=errors, ) async def async_step_create_token( self, user_input: Optional[ConfigType] = None ) -> Dict[str, Any]: """Send a request for a new token.""" if user_input is None: self._auth_id = client.generate_random_auth_id() return self.async_show_form( step_id="create_token", description_placeholders={ CONF_AUTH_ID: self._auth_id, }, ) # Cancel the request token task if it's already running, then re-create it. await self._cancel_request_token_task() # Start a task in the background requesting a new token. The next step will # wait on the response (which includes the user needing to visit the Hyperion # UI to approve the request for a new token). assert self.hass assert self._auth_id is not None self._request_token_task = self.hass.async_create_task( self._request_token_task_func(self._auth_id) ) return self.async_external_step( step_id="create_token_external", url=self._get_hyperion_url() ) async def async_step_create_token_external( self, auth_resp: Optional[ConfigType] = None ) -> Dict[str, Any]: """Handle completion of the request for a new token.""" if auth_resp is not None and client.ResponseOK(auth_resp): token = auth_resp.get(const.KEY_INFO, {}).get(const.KEY_TOKEN) if token: self._data[CONF_TOKEN] = token return self.async_external_step_done( next_step_id="create_token_success" ) return self.async_external_step_done(next_step_id="create_token_fail") async def async_step_create_token_success( self, _: Optional[ConfigType] = None ) -> Dict[str, Any]: """Create an entry after successful token creation.""" # Clean-up the request task. await self._cancel_request_token_task() # Test the token. login_ok = await self._can_login() if login_ok is None: return self.async_abort(reason="cannot_connect") if not login_ok: return self.async_abort(reason="auth_new_token_not_work_error") return await self.async_step_confirm() async def async_step_create_token_fail( self, _: Optional[ConfigType] = None ) -> Dict[str, Any]: """Show an error on the auth form.""" # Clean-up the request task. await self._cancel_request_token_task() return self.async_abort(reason="auth_new_token_not_granted_error") async def async_step_confirm( self, user_input: Optional[ConfigType] = None ) -> Dict[str, Any]: """Get final confirmation before entry creation.""" if user_input is None and self._require_confirm: return self.async_show_form( step_id="confirm", description_placeholders={ CONF_HOST: self._data[CONF_HOST], CONF_PORT: self._data[CONF_PORT], CONF_ID: self.unique_id, }, ) async with self._create_client() as hyperion_client: if not hyperion_client: return self.async_abort(reason="cannot_connect") hyperion_id = await hyperion_client.async_sysinfo_id() if not hyperion_id: return self.async_abort(reason="no_id") await self.async_set_unique_id(hyperion_id, raise_on_progress=False) self._abort_if_unique_id_configured() # pylint: disable=no-member # https://github.com/PyCQA/pylint/issues/3167 return self.async_create_entry( title=f"{self._data[CONF_HOST]}:{self._data[CONF_PORT]}", data=self._data ) @staticmethod @callback def async_get_options_flow(config_entry: ConfigEntry) -> HyperionOptionsFlow: """Get the Hyperion Options flow.""" return HyperionOptionsFlow(config_entry) class HyperionOptionsFlow(OptionsFlow): """Hyperion options flow.""" def __init__(self, config_entry: ConfigEntry): """Initialize a Hyperion options flow.""" self._config_entry = config_entry async def async_step_init( self, user_input: Optional[Dict[str, Any]] = None ) -> Dict[str, Any]: """Manage the options.""" if user_input is not None: return self.async_create_entry(title="", data=user_input) return self.async_show_form( step_id="init", data_schema=vol.Schema( { vol.Optional( CONF_PRIORITY, default=self._config_entry.options.get( CONF_PRIORITY, DEFAULT_PRIORITY ), ): vol.All(vol.Coerce(int), vol.Range(min=0, max=255)), } ), )
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class Solution: def maxProduct(self, nums: List[int]) -> int: max_prod = nums[0] min_prod = nums[0] ans = nums[0] #Max product could be curr_max * curr_num or for negatives, curr_min * curr_num for i in range(1,len(nums)): x = max(nums[i], max_prod*nums[i], min_prod*nums[i]) #Calculate max upto current point min_prod = min(nums[i], max_prod*nums[i], min_prod*nums[i]) #Calculate min upto current point max_prod = x ans = max(max_prod, ans) return ans
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#!/usr/bin/python from __future__ import (absolute_import, division, print_function) # Copyright 2018 Fortinet, Inc. # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see <https://www.gnu.org/licenses/>. # # the lib use python logging can get it if the following is set in your # Ansible config. __metaclass__ = type ANSIBLE_METADATA = {'status': ['preview'], 'supported_by': 'community', 'metadata_version': '1.1'} DOCUMENTATION = ''' --- module: fortios_wireless_controller_ble_profile short_description: Configure Bluetooth Low Energy profile. description: - This module is able to configure a FortiGate or FortiOS by allowing the user to configure wireless_controller feature and ble_profile category. Examples includes all options and need to be adjusted to datasources before usage. Tested with FOS v6.0.2 version_added: "2.8" author: - Miguel Angel Munoz (@mamunozgonzalez) - Nicolas Thomas (@thomnico) notes: - Requires fortiosapi library developed by Fortinet - Run as a local_action in your playbook requirements: - fortiosapi>=0.9.8 options: host: description: - FortiOS or FortiGate ip adress. required: true username: description: - FortiOS or FortiGate username. required: true password: description: - FortiOS or FortiGate password. default: "" vdom: description: - Virtual domain, among those defined previously. A vdom is a virtual instance of the FortiGate that can be configured and used as a different unit. default: root https: description: - Indicates if the requests towards FortiGate must use HTTPS protocol type: bool default: false wireless_controller_ble_profile: description: - Configure Bluetooth Low Energy profile. default: null suboptions: state: description: - Indicates whether to create or remove the object choices: - present - absent advertising: description: - Advertising type. choices: - ibeacon - eddystone-uid - eddystone-url beacon-interval: description: - Beacon interval (default = 100 msec). ble-scanning: description: - Enable/disable Bluetooth Low Energy (BLE) scanning. choices: - enable - disable comment: description: - Comment. eddystone-instance: description: - Eddystone instance ID. eddystone-namespace: description: - Eddystone namespace ID. eddystone-url: description: - Eddystone URL. eddystone-url-encode-hex: description: - Eddystone encoded URL hexadecimal string ibeacon-uuid: description: - Universally Unique Identifier (UUID; automatically assigned but can be manually reset). major-id: description: - Major ID. minor-id: description: - Minor ID. name: description: - Bluetooth Low Energy profile name. required: true txpower: description: - Transmit power level (default = 0). choices: - 0 - 1 - 2 - 3 - 4 - 5 - 6 - 7 - 8 - 9 - 10 - 11 - 12 ''' EXAMPLES = ''' - hosts: localhost vars: host: "192.168.122.40" username: "admin" password: "" vdom: "root" tasks: - name: Configure Bluetooth Low Energy profile. fortios_wireless_controller_ble_profile: host: "{{ host }}" username: "{{ username }}" password: "{{ password }}" vdom: "{{ vdom }}" wireless_controller_ble_profile: state: "present" advertising: "ibeacon" beacon-interval: "4" ble-scanning: "enable" comment: "Comment." eddystone-instance: "<your_own_value>" eddystone-namespace: "<your_own_value>" eddystone-url: "<your_own_value>" eddystone-url-encode-hex: "<your_own_value>" ibeacon-uuid: "<your_own_value>" major-id: "12" minor-id: "13" name: "default_name_14" txpower: "0" ''' RETURN = ''' build: description: Build number of the fortigate image returned: always type: string sample: '1547' http_method: description: Last method used to provision the content into FortiGate returned: always type: string sample: 'PUT' http_status: description: Last result given by FortiGate on last operation applied returned: always type: string sample: "200" mkey: description: Master key (id) used in the last call to FortiGate returned: success type: string sample: "key1" name: description: Name of the table used to fulfill the request returned: always type: string sample: "urlfilter" path: description: Path of the table used to fulfill the request returned: always type: string sample: "webfilter" revision: description: Internal revision number returned: always type: string sample: "17.0.2.10658" serial: description: Serial number of the unit returned: always type: string sample: "FGVMEVYYQT3AB5352" status: description: Indication of the operation's result returned: always type: string sample: "success" vdom: description: Virtual domain used returned: always type: string sample: "root" version: description: Version of the FortiGate returned: always type: string sample: "v5.6.3" ''' from ansible.module_utils.basic import AnsibleModule fos = None def login(data): host = data['host'] username = data['username'] password = data['password'] fos.debug('on') if 'https' in data and not data['https']: fos.https('off') else: fos.https('on') fos.login(host, username, password) def filter_wireless_controller_ble_profile_data(json): option_list = ['advertising', 'beacon-interval', 'ble-scanning', 'comment', 'eddystone-instance', 'eddystone-namespace', 'eddystone-url', 'eddystone-url-encode-hex', 'ibeacon-uuid', 'major-id', 'minor-id', 'name', 'txpower'] dictionary = {} for attribute in option_list: if attribute in json: dictionary[attribute] = json[attribute] return dictionary def wireless_controller_ble_profile(data, fos): vdom = data['vdom'] wireless_controller_ble_profile_data = data['wireless_controller_ble_profile'] filtered_data = filter_wireless_controller_ble_profile_data( wireless_controller_ble_profile_data) if wireless_controller_ble_profile_data['state'] == "present": return fos.set('wireless-controller', 'ble-profile', data=filtered_data, vdom=vdom) elif wireless_controller_ble_profile_data['state'] == "absent": return fos.delete('wireless-controller', 'ble-profile', mkey=filtered_data['name'], vdom=vdom) def fortios_wireless_controller(data, fos): login(data) methodlist = ['wireless_controller_ble_profile'] for method in methodlist: if data[method]: resp = eval(method)(data, fos) break fos.logout() return not resp['status'] == "success", resp['status'] == "success", resp def main(): fields = { "host": {"required": True, "type": "str"}, "username": {"required": True, "type": "str"}, "password": {"required": False, "type": "str", "no_log": True}, "vdom": {"required": False, "type": "str", "default": "root"}, "https": {"required": False, "type": "bool", "default": "False"}, "wireless_controller_ble_profile": { "required": False, "type": "dict", "options": { "state": {"required": True, "type": "str", "choices": ["present", "absent"]}, "advertising": {"required": False, "type": "str", "choices": ["ibeacon", "eddystone-uid", "eddystone-url"]}, "beacon-interval": {"required": False, "type": "int"}, "ble-scanning": {"required": False, "type": "str", "choices": ["enable", "disable"]}, "comment": {"required": False, "type": "str"}, "eddystone-instance": {"required": False, "type": "str"}, "eddystone-namespace": {"required": False, "type": "str"}, "eddystone-url": {"required": False, "type": "str"}, "eddystone-url-encode-hex": {"required": False, "type": "str"}, "ibeacon-uuid": {"required": False, "type": "str"}, "major-id": {"required": False, "type": "int"}, "minor-id": {"required": False, "type": "int"}, "name": {"required": True, "type": "str"}, "txpower": {"required": False, "type": "str", "choices": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12"]} } } } module = AnsibleModule(argument_spec=fields, supports_check_mode=False) try: from fortiosapi import FortiOSAPI except ImportError: module.fail_json(msg="fortiosapi module is required") global fos fos = FortiOSAPI() is_error, has_changed, result = fortios_wireless_controller( module.params, fos) if not is_error: module.exit_json(changed=has_changed, meta=result) else: module.fail_json(msg="Error in repo", meta=result) if __name__ == '__main__': main()
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#!/usr/bin/env python # coding=utf-8 from __future__ import division, print_function, unicode_literals from brainstorm.utils import get_by_path class BufferView(list): def __init__(self, buffer_names, buffers, full_buffer=None): super(BufferView, self).__init__(buffers) if not len(buffers) == len(buffer_names): raise ValueError("Length mismatch between buffers and names ({} !=" " {})".format(len(buffers), len(buffer_names))) self._full_buffer = full_buffer self._buffer_names = tuple(buffer_names) self._keys = set(buffer_names) for i, n in enumerate(buffer_names): self.__dict__[n] = self[i] def adjust(self, buffer_names, buffers, full_buffer=None): assert self._buffer_names == tuple(buffer_names) self._full_buffer = full_buffer for i, (n, b) in enumerate(zip(buffer_names, buffers)): self[i] = b self.__dict__[n] = self[i] return self def _asdict(self): return dict(zip(self._buffer_names, self)) def items(self): return self._asdict().items() def keys(self): return self._asdict().keys() def values(self): return self._asdict().values() def __getitem__(self, item): if isinstance(item, int): return super(BufferView, self).__getitem__(item) if item in self._keys: return self.__dict__[item] elif '.' in item: return get_by_path(self, item) raise KeyError('{} is not present. Available items are [{}]' .format(item, ", ".join(sorted(self._keys)))) def __contains__(self, item): return item in self._buffer_names
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# Generated by Django 2.0.2 on 2018-05-16 02:54 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Comment', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('content', models.TextField()), ], ), ]
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def min_difference_pair(nums): best = abs(nums[0]) r = [] for i in range(len(nums)): for j in range(i + 1, len(nums)): now = abs(nums[i] - nums[j]) if now < best: best = now r = sorted([nums[i], nums[j]]) elif now == best: if sum(r) > sum([nums[i], nums[j]]): r = sorted([nums[i], nums[j]]) return r
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import os, sys if __name__ == "__main__": file1 = open("Data/train.csv", "r") i = 0 for line in file1: lintok = line.rsplit(',') print line i = i + 1 if( i == 10000): break
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#!/usr/bin/env python """ Compare how fast HiRedisProtocol is compared to the pure Python implementation for a few different benchmarks. """ import asyncio import asyncio_redis import time try: import hiredis except ImportError: hiredis = None from asyncio_redis.protocol import HiRedisProtocol @asyncio.coroutine def test1(connection): """ Del/get/set of keys """ yield from connection.delete(['key']) yield from connection.set('key', 'value') result = yield from connection.get('key') assert result == 'value' @asyncio.coroutine def test2(connection): """ Get/set of a hash of 100 items (with _asdict) """ d = { str(i):str(i) for i in range(100) } yield from connection.delete(['key']) yield from connection.hmset('key', d) result = yield from connection.hgetall_asdict('key') assert result == d @asyncio.coroutine def test3(connection): """ Get/set of a hash of 100 items (without _asdict) """ d = { str(i):str(i) for i in range(100) } yield from connection.delete(['key']) yield from connection.hmset('key', d) result = yield from connection.hgetall('key') d2 = {} for f in result: k,v = yield from f d2[k] = v assert d2 == d @asyncio.coroutine def test4(connection): """ sadd/smembers of a set of 100 items. (with _asset) """ s = { str(i) for i in range(100) } yield from connection.delete(['key']) yield from connection.sadd('key', list(s)) s2 = yield from connection.smembers_asset('key') assert s2 == s @asyncio.coroutine def test5(connection): """ sadd/smembers of a set of 100 items. (without _asset) """ s = { str(i) for i in range(100) } yield from connection.delete(['key']) yield from connection.sadd('key', list(s)) result = yield from connection.smembers('key') s2 = set() for f in result: i = yield from f s2.add(i) assert s2 == s benchmarks = [ (1000, test1), (100, test2), (100, test3), (100, test4), (100, test5), ] def run(): connection = yield from asyncio_redis.Connection.create(host='localhost', port=6379) if hiredis: hiredis_connection = yield from asyncio_redis.Connection.create(host='localhost', port=6379, protocol_class=HiRedisProtocol) try: for count, f in benchmarks: print('%ix %s' % (count, f.__doc__)) # Benchmark without hredis start = time.time() for i in range(count): yield from f(connection) print(' Pure Python: ', time.time() - start) # Benchmark with hredis if hiredis: start = time.time() for i in range(count): yield from f(hiredis_connection) print(' hiredis: ', time.time() - start) print() else: print(' hiredis: (not available)') finally: connection.close() if hiredis: hiredis_connection.close() if __name__ == '__main__': loop = asyncio.get_event_loop() loop.run_until_complete(run())
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import struct def get_os_struct(): """Get system os struct.""" return str(struct.calcsize('P') * 8)
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import requests params = {'username': 'Ryan', 'password': 'password'} r = requests.post("http://pythonscraping.com/pages/cookies/welcome.php", params) print("Cookie is set to:") print(r.cookies.get_dict()) print("-----------") print("Going to profile page...") r = requests.get("http://pythonscraping.com/pages/cookies/profile.php", cookies=r.cookies) print(r.text)
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# coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------- from typing import Any, AsyncIterable, Callable, Dict, Generic, Optional, TypeVar, Union import warnings from azure.core.async_paging import AsyncItemPaged, AsyncList from azure.core.exceptions import ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import AsyncHttpResponse, HttpRequest from azure.core.polling import AsyncLROPoller, AsyncNoPolling, AsyncPollingMethod from azure.mgmt.core.exceptions import ARMErrorFormat from azure.mgmt.core.polling.async_arm_polling import AsyncARMPolling from ... import models as _models T = TypeVar('T') ClsType = Optional[Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any]] class DatastoresOperations: """DatastoresOperations async operations. You should not instantiate this class directly. Instead, you should create a Client instance that instantiates it for you and attaches it as an attribute. :ivar models: Alias to model classes used in this operation group. :type models: ~azure_arc_vmware_management_service_api.models :param client: Client for service requests. :param config: Configuration of service client. :param serializer: An object model serializer. :param deserializer: An object model deserializer. """ models = _models def __init__(self, client, config, serializer, deserializer) -> None: self._client = client self._serialize = serializer self._deserialize = deserializer self._config = config async def _create_initial( self, resource_group_name: str, datastore_name: str, body: Optional["_models.Datastore"] = None, **kwargs: Any ) -> "_models.Datastore": cls = kwargs.pop('cls', None) # type: ClsType["_models.Datastore"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" content_type = kwargs.pop("content_type", "application/json") accept = "application/json" # Construct URL url = self._create_initial.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Content-Type'] = self._serialize.header("content_type", content_type, 'str') header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') body_content_kwargs = {} # type: Dict[str, Any] if body is not None: body_content = self._serialize.body(body, 'Datastore') else: body_content = None body_content_kwargs['content'] = body_content request = self._client.put(url, query_parameters, header_parameters, **body_content_kwargs) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200, 201]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) if response.status_code == 200: deserialized = self._deserialize('Datastore', pipeline_response) if response.status_code == 201: deserialized = self._deserialize('Datastore', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized _create_initial.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore async def begin_create( self, resource_group_name: str, datastore_name: str, body: Optional["_models.Datastore"] = None, **kwargs: Any ) -> AsyncLROPoller["_models.Datastore"]: """Implements datastore PUT method. Create Or Update datastore. :param resource_group_name: The Resource Group Name. :type resource_group_name: str :param datastore_name: Name of the datastore. :type datastore_name: str :param body: Request payload. :type body: ~azure_arc_vmware_management_service_api.models.Datastore :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either Datastore or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[~azure_arc_vmware_management_service_api.models.Datastore] :raises ~azure.core.exceptions.HttpResponseError: """ polling = kwargs.pop('polling', True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop('cls', None) # type: ClsType["_models.Datastore"] lro_delay = kwargs.pop( 'polling_interval', self._config.polling_interval ) cont_token = kwargs.pop('continuation_token', None) # type: Optional[str] if cont_token is None: raw_result = await self._create_initial( resource_group_name=resource_group_name, datastore_name=datastore_name, body=body, cls=lambda x,y,z: x, **kwargs ) kwargs.pop('error_map', None) kwargs.pop('content_type', None) def get_long_running_output(pipeline_response): deserialized = self._deserialize('Datastore', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } if polling is True: polling_method = AsyncARMPolling(lro_delay, lro_options={'final-state-via': 'azure-async-operation'}, path_format_arguments=path_format_arguments, **kwargs) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output ) else: return AsyncLROPoller(self._client, raw_result, get_long_running_output, polling_method) begin_create.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore async def get( self, resource_group_name: str, datastore_name: str, **kwargs: Any ) -> "_models.Datastore": """Gets a datastore. Implements datastore GET method. :param resource_group_name: The Resource Group Name. :type resource_group_name: str :param datastore_name: Name of the datastore. :type datastore_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: Datastore, or the result of cls(response) :rtype: ~azure_arc_vmware_management_service_api.models.Datastore :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.Datastore"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" accept = "application/json" # Construct URL url = self.get.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') request = self._client.get(url, query_parameters, header_parameters) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) deserialized = self._deserialize('Datastore', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized get.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore async def update( self, resource_group_name: str, datastore_name: str, body: Optional["_models.ResourcePatch"] = None, **kwargs: Any ) -> "_models.Datastore": """Updates a datastore. API to update certain properties of the datastore resource. :param resource_group_name: The Resource Group Name. :type resource_group_name: str :param datastore_name: Name of the datastore. :type datastore_name: str :param body: Resource properties to update. :type body: ~azure_arc_vmware_management_service_api.models.ResourcePatch :keyword callable cls: A custom type or function that will be passed the direct response :return: Datastore, or the result of cls(response) :rtype: ~azure_arc_vmware_management_service_api.models.Datastore :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.Datastore"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" content_type = kwargs.pop("content_type", "application/json") accept = "application/json" # Construct URL url = self.update.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Content-Type'] = self._serialize.header("content_type", content_type, 'str') header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') body_content_kwargs = {} # type: Dict[str, Any] if body is not None: body_content = self._serialize.body(body, 'ResourcePatch') else: body_content = None body_content_kwargs['content'] = body_content request = self._client.patch(url, query_parameters, header_parameters, **body_content_kwargs) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) deserialized = self._deserialize('Datastore', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized update.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore async def _delete_initial( self, resource_group_name: str, datastore_name: str, force: Optional[bool] = None, **kwargs: Any ) -> None: cls = kwargs.pop('cls', None) # type: ClsType[None] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" accept = "application/json" # Construct URL url = self._delete_initial.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') if force is not None: query_parameters['force'] = self._serialize.query("force", force, 'bool') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') request = self._client.delete(url, query_parameters, header_parameters) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200, 202, 204]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) if cls: return cls(pipeline_response, None, {}) _delete_initial.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore async def begin_delete( self, resource_group_name: str, datastore_name: str, force: Optional[bool] = None, **kwargs: Any ) -> AsyncLROPoller[None]: """Deletes an datastore. Implements datastore DELETE method. :param resource_group_name: The Resource Group Name. :type resource_group_name: str :param datastore_name: Name of the datastore. :type datastore_name: str :param force: Whether force delete was specified. :type force: bool :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either None or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[None] :raises ~azure.core.exceptions.HttpResponseError: """ polling = kwargs.pop('polling', True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop('cls', None) # type: ClsType[None] lro_delay = kwargs.pop( 'polling_interval', self._config.polling_interval ) cont_token = kwargs.pop('continuation_token', None) # type: Optional[str] if cont_token is None: raw_result = await self._delete_initial( resource_group_name=resource_group_name, datastore_name=datastore_name, force=force, cls=lambda x,y,z: x, **kwargs ) kwargs.pop('error_map', None) kwargs.pop('content_type', None) def get_long_running_output(pipeline_response): if cls: return cls(pipeline_response, None, {}) path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'datastoreName': self._serialize.url("datastore_name", datastore_name, 'str'), } if polling is True: polling_method = AsyncARMPolling(lro_delay, path_format_arguments=path_format_arguments, **kwargs) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output ) else: return AsyncLROPoller(self._client, raw_result, get_long_running_output, polling_method) begin_delete.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores/{datastoreName}'} # type: ignore def list( self, **kwargs: Any ) -> AsyncIterable["_models.DatastoresList"]: """Implements GET datastores in a subscription. List of datastores in a subscription. :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either DatastoresList or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~azure_arc_vmware_management_service_api.models.DatastoresList] :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.DatastoresList"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" accept = "application/json" def prepare_request(next_link=None): # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') if not next_link: # Construct URL url = self.list.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') request = self._client.get(url, query_parameters, header_parameters) else: url = next_link query_parameters = {} # type: Dict[str, Any] request = self._client.get(url, query_parameters, header_parameters) return request async def extract_data(pipeline_response): deserialized = self._deserialize('DatastoresList', pipeline_response) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) map_error(status_code=response.status_code, response=response, error_map=error_map) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) return pipeline_response return AsyncItemPaged( get_next, extract_data ) list.metadata = {'url': '/subscriptions/{subscriptionId}/providers/Microsoft.ConnectedVMwarevSphere/datastores'} # type: ignore def list_by_resource_group( self, resource_group_name: str, **kwargs: Any ) -> AsyncIterable["_models.DatastoresList"]: """Implements GET datastores in a resource group. List of datastores in a resource group. :param resource_group_name: The Resource Group Name. :type resource_group_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either DatastoresList or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~azure_arc_vmware_management_service_api.models.DatastoresList] :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.DatastoresList"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2020-10-01-preview" accept = "application/json" def prepare_request(next_link=None): # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') if not next_link: # Construct URL url = self.list_by_resource_group.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') request = self._client.get(url, query_parameters, header_parameters) else: url = next_link query_parameters = {} # type: Dict[str, Any] request = self._client.get(url, query_parameters, header_parameters) return request async def extract_data(pipeline_response): deserialized = self._deserialize('DatastoresList', pipeline_response) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) map_error(status_code=response.status_code, response=response, error_map=error_map) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) return pipeline_response return AsyncItemPaged( get_next, extract_data ) list_by_resource_group.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ConnectedVMwarevSphere/datastores'} # type: ignore
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# Copyright 2016 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== """Ops and modules related to render_sprites.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from .render_sprites_ops import render_sprites, _render_sprites_grad, lib_avail
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""" dev2 api schema 'dev2.baidu.com' api schema # noqa: E501 Generated by: https://openapi-generator.tech """ import re # noqa: F401 import sys # noqa: F401 from baiduads.model_utils import ( # noqa: F401 ApiTypeError, ModelComposed, ModelNormal, ModelSimple, cached_property, change_keys_js_to_python, convert_js_args_to_python_args, date, datetime, file_type, none_type, validate_get_composed_info, OpenApiModel ) from baiduads.exceptions import ApiAttributeError def lazy_import(): from baiduads.materialcenterbindquery.model.material_bind_query_response import MaterialBindQueryResponse globals()['MaterialBindQueryResponse'] = MaterialBindQueryResponse class MaterialBindQueryResponsePaging(ModelNormal): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. Attributes: allowed_values (dict): The key is the tuple path to the attribute and the for var_name this is (var_name,). The value is a dict with a capitalized key describing the allowed value and an allowed value. These dicts store the allowed enum values. attribute_map (dict): The key is attribute name and the value is json key in definition. discriminator_value_class_map (dict): A dict to go from the discriminator variable value to the discriminator class name. validations (dict): The key is the tuple path to the attribute and the for var_name this is (var_name,). The value is a dict that stores validations for max_length, min_length, max_items, min_items, exclusive_maximum, inclusive_maximum, exclusive_minimum, inclusive_minimum, and regex. additional_properties_type (tuple): A tuple of classes accepted as additional properties values. """ allowed_values = { } validations = { } @cached_property def additional_properties_type(): """ This must be a method because a model may have properties that are of type self, this must run after the class is loaded """ lazy_import() return (bool, date, datetime, dict, float, int, list, str, none_type,) # noqa: E501 _nullable = False @cached_property def openapi_types(): """ This must be a method because a model may have properties that are of type self, this must run after the class is loaded Returns openapi_types (dict): The key is attribute name and the value is attribute type. """ lazy_import() return { 'total_num': (int,), # noqa: E501 'has_data': (bool,), # noqa: E501 'list': ([MaterialBindQueryResponse],), # noqa: E501 'total_defect_num': (int,), # noqa: E501 'trade_id_list': ([int],), # noqa: E501 'content_cost_date': (str,), # noqa: E501 } @cached_property def discriminator(): return None attribute_map = { 'total_num': 'totalNum', # noqa: E501 'has_data': 'hasData', # noqa: E501 'list': 'list', # noqa: E501 'total_defect_num': 'totalDefectNum', # noqa: E501 'trade_id_list': 'tradeIdList', # noqa: E501 'content_cost_date': 'contentCostDate', # noqa: E501 } read_only_vars = { } _composed_schemas = {} @classmethod @convert_js_args_to_python_args def _from_openapi_data(cls, *args, **kwargs): # noqa: E501 """MaterialBindQueryResponsePaging - a model defined in OpenAPI Keyword Args: _check_type (bool): if True, values for parameters in openapi_types will be type checked and a TypeError will be raised if the wrong type is input. Defaults to True _path_to_item (tuple/list): This is a list of keys or values to drill down to the model in received_data when deserializing a response _spec_property_naming (bool): True if the variable names in the input data are serialized names, as specified in the OpenAPI document. False if the variable names in the input data are pythonic names, e.g. snake case (default) _configuration (Configuration): the instance to use when deserializing a file_type parameter. If passed, type conversion is attempted If omitted no type conversion is done. _visited_composed_classes (tuple): This stores a tuple of classes that we have traveled through so that if we see that class again we will not use its discriminator again. When traveling through a discriminator, the composed schema that is is traveled through is added to this set. For example if Animal has a discriminator petType and we pass in "Dog", and the class Dog allOf includes Animal, we move through Animal once using the discriminator, and pick Dog. Then in Dog, we will make an instance of the Animal class but this time we won't travel through its discriminator because we passed in _visited_composed_classes = (Animal,) total_num (int): [optional] # noqa: E501 has_data (bool): [optional] # noqa: E501 list ([MaterialBindQueryResponse]): [optional] # noqa: E501 total_defect_num (int): [optional] # noqa: E501 trade_id_list ([int]): [optional] # noqa: E501 content_cost_date (str): [optional] # noqa: E501 """ _check_type = kwargs.pop('_check_type', True) _spec_property_naming = kwargs.pop('_spec_property_naming', False) _path_to_item = kwargs.pop('_path_to_item', ()) _configuration = kwargs.pop('_configuration', None) _visited_composed_classes = kwargs.pop('_visited_composed_classes', ()) self = super(OpenApiModel, cls).__new__(cls) if args: raise ApiTypeError( "Invalid positional arguments=%s passed to %s. Remove those invalid positional arguments." % ( args, self.__class__.__name__, ), path_to_item=_path_to_item, valid_classes=(self.__class__,), ) self._data_store = {} self._check_type = _check_type self._spec_property_naming = _spec_property_naming self._path_to_item = _path_to_item self._configuration = _configuration self._visited_composed_classes = _visited_composed_classes + (self.__class__,) for var_name, var_value in kwargs.items(): if var_name not in self.attribute_map and \ self._configuration is not None and \ self._configuration.discard_unknown_keys and \ self.additional_properties_type is None: # discard variable. continue setattr(self, var_name, var_value) return self required_properties = set([ '_data_store', '_check_type', '_spec_property_naming', '_path_to_item', '_configuration', '_visited_composed_classes', ]) @convert_js_args_to_python_args def __init__(self, *args, **kwargs): # noqa: E501 """MaterialBindQueryResponsePaging - a model defined in OpenAPI Keyword Args: _check_type (bool): if True, values for parameters in openapi_types will be type checked and a TypeError will be raised if the wrong type is input. Defaults to True _path_to_item (tuple/list): This is a list of keys or values to drill down to the model in received_data when deserializing a response _spec_property_naming (bool): True if the variable names in the input data are serialized names, as specified in the OpenAPI document. False if the variable names in the input data are pythonic names, e.g. snake case (default) _configuration (Configuration): the instance to use when deserializing a file_type parameter. If passed, type conversion is attempted If omitted no type conversion is done. _visited_composed_classes (tuple): This stores a tuple of classes that we have traveled through so that if we see that class again we will not use its discriminator again. When traveling through a discriminator, the composed schema that is is traveled through is added to this set. For example if Animal has a discriminator petType and we pass in "Dog", and the class Dog allOf includes Animal, we move through Animal once using the discriminator, and pick Dog. Then in Dog, we will make an instance of the Animal class but this time we won't travel through its discriminator because we passed in _visited_composed_classes = (Animal,) total_num (int): [optional] # noqa: E501 has_data (bool): [optional] # noqa: E501 list ([MaterialBindQueryResponse]): [optional] # noqa: E501 total_defect_num (int): [optional] # noqa: E501 trade_id_list ([int]): [optional] # noqa: E501 content_cost_date (str): [optional] # noqa: E501 """ _check_type = kwargs.pop('_check_type', True) _spec_property_naming = kwargs.pop('_spec_property_naming', False) _path_to_item = kwargs.pop('_path_to_item', ()) _configuration = kwargs.pop('_configuration', None) _visited_composed_classes = kwargs.pop('_visited_composed_classes', ()) if args: raise ApiTypeError( "Invalid positional arguments=%s passed to %s. Remove those invalid positional arguments." % ( args, self.__class__.__name__, ), path_to_item=_path_to_item, valid_classes=(self.__class__,), ) self._data_store = {} self._check_type = _check_type self._spec_property_naming = _spec_property_naming self._path_to_item = _path_to_item self._configuration = _configuration self._visited_composed_classes = _visited_composed_classes + (self.__class__,) for var_name, var_value in kwargs.items(): if var_name not in self.attribute_map and \ self._configuration is not None and \ self._configuration.discard_unknown_keys and \ self.additional_properties_type is None: # discard variable. continue setattr(self, var_name, var_value) if var_name in self.read_only_vars: raise ApiAttributeError(f"`{var_name}` is a read-only attribute. Use `from_openapi_data` to instantiate " f"class with read only attributes.")
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/app/engine/skill_components/charge_components.py
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from app.data.skill_components import SkillComponent from app.data.components import Type from app.engine import action class BuildCharge(SkillComponent): nid = 'build_charge' desc = "Skill gains charges until full" tag = "charge" expose = Type.Int value = 10 ignore_conditional = True def init(self, skill): self.skill.data['charge'] = 0 self.skill.data['total_charge'] = self.value def condition(self, unit): return self.skill.data['charge'] >= self.skill.data['total_charge'] def on_end_chapter(self, unit, skill): self.skill.data['charge'] = 0 def trigger_charge(self, unit, skill): action.do(action.SetObjData(self.skill, 'charge', 0)) def text(self) -> str: return str(self.skill.data['charge']) def cooldown(self): return self.skill.data['charge'] / self.skill.data['total_charge'] class DrainCharge(SkillComponent): nid = 'drain_charge' desc = "Skill will have a number of charges that are drained by 1 when activated" tag = "charge" expose = Type.Int value = 1 ignore_conditional = True def init(self, skill): self.skill.data['charge'] = self.value self.skill.data['total_charge'] = self.value def condition(self, unit): return self.skill.data['charge'] > 0 def on_end_chapter(self, unit, skill): self.skill.data['charge'] = self.skill.data['total_charge'] def trigger_charge(self, unit, skill): new_value = self.skill.data['charge'] - 1 action.do(action.SetObjData(self.skill, 'charge', new_value)) def text(self) -> str: return str(self.skill.data['charge']) def cooldown(self): return self.skill.data['charge'] / self.skill.data['total_charge'] def get_marks(playback, unit, item): from app.data.database import DB marks = [mark for mark in playback if mark[0] == 'mark_hit'] marks += [mark for mark in playback if mark[0] == 'mark_crit'] if DB.constants.value('miss_wexp'): marks += [mark for mark in playback if mark[0] == 'mark_miss'] marks = [mark for mark in marks if mark[1] == unit and mark[2] != unit and mark[4] == item] return marks class CombatChargeIncrease(SkillComponent): nid = 'combat_charge_increase' desc = "Increases charge of skill each combat" tag = "charge" expose = Type.Int value = 5 ignore_conditional = True def end_combat(self, playback, unit, item, target, mode): marks = get_marks(playback, unit, item) if not self.skill.data.get('active') and marks: new_value = self.skill.data['charge'] + self.value new_value = min(new_value, self.skill.data['total_charge']) action.do(action.SetObjData(self.skill, 'charge', new_value)) class CombatChargeIncreaseByStat(SkillComponent): nid = 'combat_charge_increase_by_stat' desc = "Increases charge of skill each combat" tag = "charge" expose = Type.Stat value = 'SKL' ignore_conditional = True def end_combat(self, playback, unit, item, target, mode): marks = get_marks(playback, unit, item) if not self.skill.data.get('active') and marks: new_value = self.skill.data['charge'] + unit.stats[self.value] + unit.stat_bonus(self.value) new_value = min(new_value, self.skill.data['total_charge']) action.do(action.SetObjData(self.skill, 'charge', new_value))
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from ROOT import * import pickle import math from setTDRStyle import setTDRStyle def efficiencyRatio(eff1,eff2): newEff = TGraphAsymmErrors(eff1.GetN()) for i in range(0,eff1.GetN()): pointX1 = Double(0.) pointX2 = Double(0.) pointY1 = Double(0.) pointY2 = Double(0.) isSuccesful1 = eff1.GetPoint(i,pointX1,pointY1) isSuccesful2 = eff2.GetPoint(i,pointX2,pointY2) errY1Up = eff1.GetErrorYhigh(i) errY1Low = eff1.GetErrorYlow(i) errY2Up = eff2.GetErrorYhigh(i) errY2Low = eff2.GetErrorYlow(i) errX = eff1.GetErrorX(i) if pointY2!=0: yValue = pointY1/pointY2 xValue = pointX1 xError = errX #~ yErrorUp = math.sqrt(((1/pointY2)*errY1Up)**2+((pointY1/pointY2**2)*errY2Up)**2) yErrorUp = math.sqrt(((1/pointY2)*errY1Up)**2+((pointY1/pointY2**2)*errY2Up)**2) yErrorDown = math.sqrt(((1/pointY2)*errY1Low)**2+((pointY1/pointY2**2)*errY2Low)**2) else: yValue = 0 xValue = pointX1 xError = errX yErrorUp =0 yErrorDown = 0 #~ print i newEff.SetPoint(i,xValue,yValue) newEff.SetPointError(i,xError,xError,yErrorDown,yErrorUp) return newEff def getRatio(result,result2,label): masses = result["mass"] massErr = result["massErr"] sigma = result["sigma"] sigmaErr = result["sigmaErr"] masses2 = result2["mass"] massErr2 = result2["massErr"] sigma2 = result2["sigma"] sigmaErr2 = result2["sigmaErr"] ratio = TGraphErrors(len(masses)) ratio.SetName(label) for i,mass in enumerate(masses): ratio .SetPoint(i,mass,sigma[i]/sigma2[i]) ratio .SetPointError(i,massErr[i],(sigma[i]/sigma2[i])*math.sqrt((sigmaErr[i]/sigma[i])**2+(sigmaErr2[i]/sigma2[i])**2)) return ratio def getGraph(result,label): masses = result["mass"] massErr = result["massErr"] sigma = result["sigma"] sigmaErr = result["sigmaErr"] res = TGraphAsymmErrors(len(masses)) res.SetName(label) for i,mass in enumerate(masses): res.SetPoint(i,mass,sigma[i]) res.SetPointError(i,massErr[i],massErr[i],sigmaErr[i],sigmaErr[i]) return res def compareMassRes(trackType): cat = ["B","O","E"] for c in cat: file2016BB = open("defaultPSplit/PResolutionVsP_%s_%s.pkl"%(trackType,c)) file2017BB = open("cruijffPSplit/PResolutionVsP_%s_%s.pkl"%(trackType,c)) fileCBB = open("crystalPSplit/PResolutionVsP_%s_%s.pkl"%(trackType,c)) results2016BB = pickle.load(file2016BB) results2017BB = pickle.load(file2017BB) resultsCBB = pickle.load(fileCBB) graph2016BB = getGraph(results2016BB,"DCBBB") graph2017BB = getGraph(results2017BB,"CruijffBB") graphCBB = getGraph(resultsCBB,"CBB") ratioBB = getRatio(results2016BB,results2017BB,"ratioBB") ratioCBB = getRatio(results2016BB,resultsCBB,"ratioCBB") canv = TCanvas("c1","c1",800,1200) plotPad = TPad("plotPad","plotPad",0,0.3,1,1) ratioPad = TPad("ratioPad","ratioPad",0,0.,1,0.3) style = setTDRStyle() gStyle.SetOptStat(0) plotPad.UseCurrentStyle() ratioPad.UseCurrentStyle() plotPad.Draw() ratioPad.Draw() plotPad.cd() plotPad.cd() plotPad.SetGrid() gStyle.SetTitleXOffset(1.45) gStyle.SetTitleYOffset(1.55) xMax = 0.15 if trackType == "Inner": xMax = 0.3 if trackType == "Outer": xMax = 0.5 plotPad.DrawFrame(0,0,3100,xMax,";p^{#mu} [GeV]; p^{#mu} resolution") graph2016BB.Draw("samepe") graph2017BB.Draw("samepe") graphCBB.Draw("samepe") graph2017BB.SetLineColor(kRed) graph2017BB.SetMarkerColor(kRed) graphCBB.SetLineColor(kBlue) graphCBB.SetMarkerColor(kBlue) latex = TLatex() latex.SetTextFont(42) latex.SetTextAlign(31) latex.SetTextSize(0.04) latex.SetNDC(True) latexCMS = TLatex() latexCMS.SetTextFont(61) latexCMS.SetTextSize(0.055) latexCMS.SetNDC(True) latexCMSExtra = TLatex() latexCMSExtra.SetTextFont(52) latexCMSExtra.SetTextSize(0.03) latexCMSExtra.SetNDC(True) latex.DrawLatex(0.95, 0.96, "(13 TeV)") cmsExtra = "#splitline{Preliminary}{}" latexCMS.DrawLatex(0.19,0.88,"CMS") if "Simulation" in cmsExtra: yLabelPos = 0.81 else: yLabelPos = 0.84 latexCMSExtra.DrawLatex(0.19,yLabelPos,"%s"%(cmsExtra)) leg = TLegend(0.52, 0.76, 0.95, 0.91,"%s %s"%(trackType,c),"brNDC") leg.SetFillColor(10) leg.SetFillStyle(0) leg.SetLineColor(10) leg.SetShadowColor(0) leg.SetBorderSize(1) leg.AddEntry(graph2016BB,"Cruijff","l") leg.AddEntry(graph2017BB,"Double CB","l") leg.AddEntry(graphCBB,"Crystal Ball","l") leg.Draw() plotPad.RedrawAxis() ratioPad.cd() ratioBB.SetLineColor(kRed) ratioCBB.SetLineColor(kBlue) ratioPad.DrawFrame(0,0.5,3100,1.5,";ratio") ratioBB.Draw("samepe") ratioCBB.Draw("samepe") canv.Print("pResolutionCompareFunc_%s_%s.pdf"%(trackType,c)) tracks = ["Inner","Outer","Global","TPFMS","Picky","DYT","TunePNew"] for trackType in tracks: compareMassRes(trackType)
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print("How old are you:") age = int(input()) responsible = input("Are you responsible:? T/N") if (age > 100): print("You're definetly an adult") elif (age > 18) and responsible == "T": print("You're a responsible adult") elif responsible != "T": print("You're unresponsible adult") else: print("You're not an adult")
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/lux/extensions/static/__init__.py
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'''Static site generator **Required extensions**: :mod:`lux.extensions.ui`, :mod:`lux.extensions.angular` **Optional third-party libraries**: markdown_, sphinx_ Usage ======= Put the :mod:`lux.extensions.static` extension into your :setting:`EXTENSIONS` list and build the static web site via the ``build_static`` option in the command line:: python managet.py build_static There are several :ref:`parameters <parameters-static>` which can be modified in order to customise the site. The first step is to create a new project via the :command:`startproject` command. When creating the middleware for the static site one can pass the following key-valued parameters during initialisation of a :class:`.HtmlContent`, a :class:`.Blog` and other routers: * ``dir`` the directory where the source files are located, if not provided, it is assumed it is the same as the route parameter * :attr:`~lux.extensions.Html5.Router.html_body_template` to specify the location of the template which render the html body tag of the Html5 document. If not provided, the parent router value is used unless no parent is available and the :setting:`STATIC_TEMPLATE` is used instead. .. _markdown: https://pythonhosted.org/Markdown/ .. _sphinx: http://sphinx-doc.org/ ''' import os import sys import json import shutil from datetime import datetime from pulsar import ImproperlyConfigured from pulsar.apps.wsgi import FileRouter, WsgiHandler, MediaRouter from pulsar.utils.httpurl import urlparse from pulsar.utils.slugify import slugify import lux from lux import Parameter, Router from .builder import Builder, DirBuilder, ContextBuilder, DirContent from .contents import Content, Article from .routers import (MediaBuilder, HtmlContent, Blog, ErrorRouter, JsonRoot, JsonRedirect, Sitemap, HtmlFile) from .rst import SphinxDocs from .ui import add_css from . import slides class StaticHandler(WsgiHandler): pass class Extension(lux.Extension): '''The sessions extensions provides wsgi middleware for managing sessions and users. In addition it provides utilities for managing Cross Site Request Forgery protection and user permissions levels. ''' _config = [ Parameter('STATIC_TEMPLATE', 'home.html', 'Default static template'), Parameter('STATIC_LOCATION', 'build', 'Directory where the static site is created'), Parameter('CONTEXT_LOCATION', 'context', 'Directory where to find files to populate the context ' 'dictionary'), Parameter('STATIC_API', 'api', 'Build a JSON api, required when using angular in Html5 ' ' navigation mode'), Parameter('STATIC_MEDIA', True, 'Add handler for media files'), Parameter('STATIC_SPECIALS', ('404',), "paths included in this list won't create the json api") ] _static_info = None _global_context = None def middleware(self, app): try: html5 = app.config['ANGULAR_UI_ROUTER'] except KeyError: raise ImproperlyConfigured( '"lux.extensions.static" requires ' '"lux.extensions.angular" in EXTENSIONS') path = app.config['MEDIA_URL'] api_url = app.config['STATIC_API'] or '' if api_url.startswith('/'): api_url = api_url[1:] if api_url.endswith('/'): api_url = api_url[:-1] if not api_url and html5: raise ImproperlyConfigured('STATIC_API url must be defined') middleware = [] app.api = None if api_url: app.api = JsonRoot(api_url) middleware.extend([app.api, JsonRedirect(api_url)]) if app.config['STATIC_MEDIA']: middleware.append(MediaBuilder(path, app.meta.media_dir, show_indexes=app.debug)) return middleware def on_loaded(self, app): '''Once the app is fully loaded add API routes if required ''' app.all_contents = {} middleware = app.handler.middleware app.handler.middleware = [] for router in middleware: self.add_api(app, router) app.handler.middleware.append(router) def on_request(self, app, request): if not app.debug and not isinstance(app.handler, StaticHandler): app.handler = StaticHandler() path = os.path.abspath(app.config['STATIC_LOCATION']) middleware = app.handler.middleware file404 = os.path.join(path, '404.html') if not os.path.isfile(file404): file404 = None media = MediaRouter('', path, default_suffix='html', raise_404=(not file404)) middleware.append(media) if file404: middleware.append(FileRouter('<path:path>', file404, status_code=404)) def build(self, app): '''Build the static site ''' config = app.config location = os.path.abspath(config['STATIC_LOCATION']) if not os.path.isdir(location): os.makedirs(location) # # Loop over middleware and build when instance of a Builder for middleware in app.handler.middleware: if isinstance(middleware, Builder): middleware.build(app, location) # self.copy_redirects(app, location) def on_html_document(self, app, request, doc): '''Add api Urls ''' app = request.app jscontext = doc.jscontext jscontext.update(self.build_info(app)) if request.config['STATIC_API']: apiUrls = jscontext.get('apiUrls', {}) for middleware in app.handler.middleware: if isinstance(middleware, Router): middleware.add_api_urls(request, apiUrls) jscontext['apiUrls'] = apiUrls def context(self, request, context): if request.cache.building_static: # Building the static web site content = request.cache.content app = request.app ctx = request.cache.static_context if not ctx: if not self._global_context: ctx = ContextBuilder(app) self._global_context = ctx.copy() ctx = ContextBuilder(app, self._global_context, content=content) request.cache.static_context = ctx ctx.update(context) return ctx def build_info(self, app): '''Return a dictionary with information about the build ''' if not self._static_info: cfg = app.config dte = datetime.now() url = cfg['SITE_URL'] or '' if url.endswith('/'): url = url[:-1] self._static_info = { 'date': dte.strftime('%Y-%m-%dT%H-%M-%S'), # ISO 8601 'year': dte.year, 'lux_version': lux.__version__, 'python_version': '.'.join((str(v) for v in sys.version_info[:3])), 'url': url, 'media': cfg['MEDIA_URL'][:-1], 'name': cfg['APP_NAME'] } return self._static_info.copy() def copy_redirects(self, app, location): '''Reads the ``redirects.json`` file if it exists and create redirects files. ''' name = os.path.join(app.meta.path, 'redirects.json') if os.path.isfile(name): with open(name) as file: redirects = json.loads(file.read()) else: return engine = lux.template_engine() for origin, target in redirects.items(): content = engine(REDIRECT_TEMPLATE, {'target': target}) if origin.startswith('/'): origin = origin[1:] dst = os.path.join(location, origin) dir = os.path.dirname(dst) base = os.path.basename(dst) if not base: dst = os.path.join(dir, 'index') if not dst.endswith('.html'): dst = '%s.html' % dst if not os.path.exists(dir): os.makedirs(dir) self.logger.info('Redirect %s into %s', origin, dst) with open(dst, 'w') as f: f.write(content) def add_api(self, app, router): if isinstance(router, HtmlContent) and app.api: router.api = router.jsonApi() app.api.add_child(router.api) app.handler.middleware.append(JsonRedirect(router.api.route)) for route in router.routes: self.add_api(app, route) REDIRECT_TEMPLATE = '''\ <!DOCTYPE html> <html> <head> <meta charset='utf-8'> <script type="text/javascript"> window.location = location.origin + "$target"; </script> <head> '''
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from __future__ import division import os, csv import time, pickle import math from glob import glob import tensorflow as tf import numpy as np from six.moves import xrange from ops import * from utils import * from math import log, ceil def conv_out_size_same(size, stride): return int(math.ceil(float(size) / float(stride))) # from https://www.zealseeker.com/archives/jensen-shannon-divergence-jsd-python/ class JSD: def KLD(self,p,q): if 0 in q : raise ValueError return sum(_p * log(_p/_q) for (_p,_q) in zip(p,q) if _p!=0) def JSD_core(self,p,q): M = [0.5*(_p+_q) for _p,_q in zip(p,q)] return 0.5*self.KLD(p,M)+0.5*self.KLD(q,M) class DCGAN(object): def __init__(self, sess, test_samples, input_height=108, input_width=108, crop=True, batch_size=64, sample_num=64, output_height=64, output_width=64, z_dim=100, gf_dim=64, df_dim=64, c_dim=3, dataset_name='default', input_fname_pattern='*.jpg', checkpoint_dir=None, sample_dir=None, packing_num=1, num_training_sample=25600, num_test_sample=26000): """ Args: sess: TensorFlow session batch_size: The size of batch. Should be specified before training. z_dim: (optional) Dimension of dim for Z. [100] gf_dim: (optional) Dimension of gen filters in first conv layer. [64] df_dim: (optional) Dimension of discrim filters in first conv layer. [64] c_dim: (optional) Dimension of image color. For grayscale input, set to 1. [3] """ self.packing_num = packing_num self.num_training_sample = num_training_sample self.num_test_sample = num_test_sample self.test_samples = test_samples self.sample_dir = sample_dir self.sess = sess self.crop = crop self.batch_size = batch_size self.sample_num = sample_num self.input_height = input_height self.input_width = input_width self.output_height = output_height self.output_width = output_width self.z_dim = z_dim self.gf_dim = gf_dim self.df_dim = df_dim # batch normalization : deals with poor initialization helps gradient flow self.d_bn1 = batch_norm(name='d_bn1') self.d_bn2 = batch_norm(name='d_bn2') self.d_bn3 = batch_norm(name='d_bn3') self.g_bn0 = batch_norm(name='g_bn0') self.g_bn1 = batch_norm(name='g_bn1') self.g_bn2 = batch_norm(name='g_bn2') self.g_bn3 = batch_norm(name='g_bn3') self.dataset_name = dataset_name self.input_fname_pattern = input_fname_pattern self.checkpoint_dir = checkpoint_dir self.data_X = self.load_mnist() self.c_dim = self.data_X[0].shape[-1] self.grayscale = (self.c_dim == 1) self.build_model() from evaluate import evaluate self.evaluate = evaluate def build_model(self): self.y = None if self.crop: image_dims = [self.output_height, self.output_width, self.c_dim] else: image_dims = [self.input_height, self.input_width, self.c_dim] self.inputs = tf.placeholder( tf.float32, [self.batch_size] + image_dims, name='real_images') inputs = self.inputs self.z = [] for i in range(self.packing_num): self.z.append(tf.placeholder( tf.float32, [None, self.z_dim], name='z{}'.format(i))) self.z_sum = histogram_summary("z", tf.concat(self.z, 0)) self.G_sep = [] for i in range(self.packing_num): self.G_sep.append(self.generator(self.z[i], self.y)) self.G = tf.concat(self.G_sep, 3) self.D, self.D_logits = self.discriminator(inputs, self.y, reuse=False) self.sampler = self.sampler(self.z[0], self.y) self.D_, self.D_logits_ = self.discriminator(self.G, self.y, reuse=True) self.d_sum = histogram_summary("d", self.D) self.d__sum = histogram_summary("d_", self.D_) self.G_sum = image_summary("G", tf.concat(self.G_sep, 0)) def sigmoid_cross_entropy_with_logits(x, y): try: return tf.nn.sigmoid_cross_entropy_with_logits(logits=x, labels=y) except: return tf.nn.sigmoid_cross_entropy_with_logits(logits=x, targets=y) self.d_loss_real = tf.reduce_mean( sigmoid_cross_entropy_with_logits(self.D_logits, tf.ones_like(self.D))) self.d_loss_fake = tf.reduce_mean( sigmoid_cross_entropy_with_logits(self.D_logits_, tf.zeros_like(self.D_))) self.g_loss = tf.reduce_mean( sigmoid_cross_entropy_with_logits(self.D_logits_, tf.ones_like(self.D_))) self.d_loss_real_sum = scalar_summary("d_loss_real", self.d_loss_real) self.d_loss_fake_sum = scalar_summary("d_loss_fake", self.d_loss_fake) self.d_loss = self.d_loss_real + self.d_loss_fake self.g_loss_sum = scalar_summary("g_loss", self.g_loss) self.d_loss_sum = scalar_summary("d_loss", self.d_loss) t_vars = tf.trainable_variables() self.d_vars = [var for var in t_vars if 'd_' in var.name] self.g_vars = [var for var in t_vars if 'g_' in var.name] self.saver = tf.train.Saver() def train(self, config): if config.log_metrics: self.metric_path = os.path.join(config.work_dir, "metrics.csv") self.field_names = ["epoch", "mode coverage", "KL", "details"] with open(self.metric_path, "wb") as csv_file: writer = csv.DictWriter(csv_file, fieldnames=self.field_names) writer.writeheader() d_optim = tf.train.AdamOptimizer(config.learning_rate, beta1=config.beta1) \ .minimize(self.d_loss, var_list=self.d_vars) g_optim = tf.train.AdamOptimizer(config.learning_rate, beta1=config.beta1) \ .minimize(self.g_loss, var_list=self.g_vars) try: tf.global_variables_initializer().run() except: tf.initialize_all_variables().run() self.g_sum = merge_summary([self.z_sum, self.d__sum, self.G_sum, self.d_loss_fake_sum, self.g_loss_sum]) self.d_sum = merge_summary( [self.z_sum, self.d_sum, self.d_loss_real_sum, self.d_loss_sum]) sample_z = np.random.uniform(-1, 1, size=(self.sample_num , self.z_dim)) sample_inputs = self.data_X[0:self.sample_num] counter = 1 start_time = time.time() could_load, checkpoint_counter = self.load(self.checkpoint_dir) if could_load: counter = checkpoint_counter print(" [*] Load SUCCESS") else: print(" [!] Load failed...") for epoch in xrange(config.epoch): batch_idxs = min(len(self.data_X), config.train_size) // config.batch_size for idx in xrange(0, batch_idxs): batch_images = self.data_X[idx*config.batch_size:(idx+1)*config.batch_size] feed_dict_z = {} for i in range(self.packing_num): feed_dict_z[self.z[i]] = np.random.uniform(-1, 1, [config.batch_size, self.z_dim]).astype(np.float32) # Update D network _, summary_str = self.sess.run([d_optim, self.d_sum], feed_dict=dict({ self.inputs: batch_images, #self.z: batch_z }, **feed_dict_z)) # Update G network _, summary_str = self.sess.run([g_optim, self.g_sum], feed_dict=dict({ #self.z: batch_z }, **feed_dict_z)) # Run g_optim twice to make sure that d_loss does not go to zero (different from paper) _, summary_str = self.sess.run([g_optim, self.g_sum], feed_dict=dict({ #self.z: batch_z }, **feed_dict_z)) errD_fake = self.d_loss_fake.eval(dict({ #self.z: batch_z }, **feed_dict_z)) errD_real = self.d_loss_real.eval({ self.inputs: batch_images }) errG = self.g_loss.eval(dict({ #self.z: batch_z }, **feed_dict_z)) counter += 1 print("Epoch: [%2d] [%4d/%4d] time: %4.4f, d_loss: %.8f, g_loss: %.8f" \ % (epoch, idx, batch_idxs, time.time() - start_time, errD_fake+errD_real, errG)) if np.mod(counter, 100) == 1: try: samples, d_loss, g_loss = self.sess.run( [self.sampler, self.d_loss, self.g_loss], feed_dict=dict({ #self.z: sample_z, self.inputs: sample_inputs, }, **feed_dict_z)) save_images(samples, image_manifold_size(samples.shape[0]), '{}/train_{:02d}_{:04d}.png'.format(config.sample_dir, epoch, idx)) print("[Sample] d_loss: %.8f, g_loss: %.8f" % (d_loss, g_loss)) except: print("one pic error!...") if np.mod(counter, 500) == 2: self.save(config.checkpoint_dir, counter) if config.log_metrics: self.log_metrics(epoch) def log_metrics(self, epoch): results = [] for i in range(int(ceil(float(self.num_test_sample) / float(self.batch_size)))): input_z_samples = self.test_samples[i * self.batch_size : (i + 1) * self.batch_size] samples = self.sess.run(self.sampler, feed_dict={self.z[0]: input_z_samples}) dect0 = self.evaluate(np.reshape(samples[:, :, :, 0], (self.batch_size, self.output_height, self.output_width, 1))) dect1 = self.evaluate(np.reshape(samples[:, :, :, 1], (self.batch_size, self.output_height, self.output_width, 1))) dect2 = self.evaluate(np.reshape(samples[:, :, :, 2], (self.batch_size, self.output_height, self.output_width, 1))) new_results = zip(dect0, dect1, dect2) if len(results) + len(new_results) > self.num_test_sample: results.extend(new_results[0 : (self.num_test_sample - len(results))]) else: results.extend(new_results) if i % 10 == 0: save_images(np.reshape(samples[0, :, :, 0], (1, self.output_height, self.output_width, 1)), image_manifold_size(1), os.path.join(self.sample_dir, "eva_epoch{}_i{}_dect{}.png".format(epoch, i, dect0[0]))) map = {} for result in results: if result in map: map[result] += 1 else: map[result] = 1 num_mode = len(map.keys()) p = np.zeros(1000) p[0:num_mode] = map.values() p = p / np.sum(p) q = [1.0 / 1000.0] * 1000 kl = JSD().KLD(p, q) with open(self.metric_path, "ab") as csv_file: writer = csv.DictWriter(csv_file, fieldnames=self.field_names) writer.writerow({ "epoch": epoch, "mode coverage": num_mode, "KL": kl, "details": map }) def discriminator(self, image, y=None, reuse=False): with tf.variable_scope("discriminator") as scope: if reuse: scope.reuse_variables() h0 = lrelu(conv2d(image, self.df_dim, name='d_h0_conv')) h1 = lrelu(self.d_bn1(conv2d(h0, self.df_dim*2, name='d_h1_conv'))) h2 = lrelu(self.d_bn2(conv2d(h1, self.df_dim*4, name='d_h2_conv'))) h3 = lrelu(self.d_bn3(conv2d(h2, self.df_dim*8, name='d_h3_conv'))) h4 = linear(tf.reshape(h3, [self.batch_size, -1]), 1, 'd_h4_lin') return tf.nn.sigmoid(h4), h4 def generator(self, z, y=None): with tf.variable_scope("generator", reuse=tf.AUTO_REUSE) as scope: s_h, s_w = self.output_height, self.output_width s_h2, s_w2 = conv_out_size_same(s_h, 2), conv_out_size_same(s_w, 2) s_h4, s_w4 = conv_out_size_same(s_h2, 2), conv_out_size_same(s_w2, 2) s_h8, s_w8 = conv_out_size_same(s_h4, 2), conv_out_size_same(s_w4, 2) s_h16, s_w16 = conv_out_size_same(s_h8, 2), conv_out_size_same(s_w8, 2) # project `z` and reshape self.z_, self.h0_w, self.h0_b = linear( z, self.gf_dim*8*s_h16*s_w16, 'g_h0_lin', with_w=True) self.h0 = tf.reshape( self.z_, [-1, s_h16, s_w16, self.gf_dim * 8]) h0 = tf.nn.relu(self.g_bn0(self.h0)) self.h1, self.h1_w, self.h1_b = deconv2d( h0, [self.batch_size, s_h8, s_w8, self.gf_dim*4], name='g_h1', with_w=True) h1 = tf.nn.relu(self.g_bn1(self.h1)) h2, self.h2_w, self.h2_b = deconv2d( h1, [self.batch_size, s_h4, s_w4, self.gf_dim*2], name='g_h2', with_w=True) h2 = tf.nn.relu(self.g_bn2(h2)) h3, self.h3_w, self.h3_b = deconv2d( h2, [self.batch_size, s_h2, s_w2, self.gf_dim*1], name='g_h3', with_w=True) h3 = tf.nn.relu(self.g_bn3(h3)) h4, self.h4_w, self.h4_b = deconv2d( h3, [self.batch_size, s_h, s_w, int(self.c_dim / self.packing_num)], name='g_h4', with_w=True) return tf.nn.tanh(h4) def sampler(self, z, y=None): with tf.variable_scope("generator") as scope: scope.reuse_variables() s_h, s_w = self.output_height, self.output_width s_h2, s_w2 = conv_out_size_same(s_h, 2), conv_out_size_same(s_w, 2) s_h4, s_w4 = conv_out_size_same(s_h2, 2), conv_out_size_same(s_w2, 2) s_h8, s_w8 = conv_out_size_same(s_h4, 2), conv_out_size_same(s_w4, 2) s_h16, s_w16 = conv_out_size_same(s_h8, 2), conv_out_size_same(s_w8, 2) # project `z` and reshape h0 = tf.reshape( linear(z, self.gf_dim*8*s_h16*s_w16, 'g_h0_lin'), [-1, s_h16, s_w16, self.gf_dim * 8]) h0 = tf.nn.relu(self.g_bn0(h0, train=False)) h1 = deconv2d(h0, [self.batch_size, s_h8, s_w8, self.gf_dim*4], name='g_h1') h1 = tf.nn.relu(self.g_bn1(h1, train=False)) h2 = deconv2d(h1, [self.batch_size, s_h4, s_w4, self.gf_dim*2], name='g_h2') h2 = tf.nn.relu(self.g_bn2(h2, train=False)) h3 = deconv2d(h2, [self.batch_size, s_h2, s_w2, self.gf_dim*1], name='g_h3') h3 = tf.nn.relu(self.g_bn3(h3, train=False)) h4 = deconv2d(h3, [self.batch_size, s_h, s_w, int(self.c_dim / self.packing_num)], name='g_h4') return tf.nn.tanh(h4) def load_mnist(self): data_dir = os.path.join("./data", self.dataset_name) fd = open(os.path.join(data_dir, 'train-images-idx3-ubyte')) loaded = np.fromfile(file=fd, dtype=np.uint8) trX = loaded[16:].reshape((60000, 28, 28, 1)).astype(np.float) fd = open(os.path.join(data_dir, 't10k-images-idx3-ubyte')) loaded = np.fromfile(file=fd, dtype=np.uint8) teX = loaded[16:].reshape((10000, 28, 28, 1)).astype(np.float) X = np.concatenate((trX, teX), axis=0) ids = np.random.randint(0, X.shape[0], size=(self.num_training_sample, 3)) X_training = np.zeros(shape=(ids.shape[0], 28, 28, ids.shape[1])) for i in range(ids.shape[0]): for j in range(ids.shape[1]): X_training[i, :, :, j] = X[ids[i, j], :, :, 0] ids = np.random.randint(0, X_training.shape[0], size=(self.num_training_sample, self.packing_num)) X_stacked = np.zeros(shape=(ids.shape[0], 28, 28, 3 * self.packing_num)) for i in range(ids.shape[0]): for j in range(self.packing_num): for k in range(3): X_stacked[i, :, :, j * 3 + k] = X_training[ids[i, j], :, :, k] return X_stacked/255. @property def model_dir(self): return "{}_{}_{}_{}".format( self.dataset_name, self.batch_size, self.output_height, self.output_width) def save(self, checkpoint_dir, step): model_name = "DCGAN.model" checkpoint_dir = os.path.join(checkpoint_dir, self.model_dir) if not os.path.exists(checkpoint_dir): os.makedirs(checkpoint_dir) self.saver.save(self.sess, os.path.join(checkpoint_dir, model_name), global_step=step) def load(self, checkpoint_dir): import re print(" [*] Reading checkpoints...") checkpoint_dir = os.path.join(checkpoint_dir, self.model_dir) ckpt = tf.train.get_checkpoint_state(checkpoint_dir) if ckpt and ckpt.model_checkpoint_path: ckpt_name = os.path.basename(ckpt.model_checkpoint_path) self.saver.restore(self.sess, os.path.join(checkpoint_dir, ckpt_name)) counter = int(next(re.finditer("(\d+)(?!.*\d)",ckpt_name)).group(0)) print(" [*] Success to read {}".format(ckpt_name)) return True, counter else: print(" [*] Failed to find a checkpoint") return False, 0
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# Fuckin' A. import select, errno, os, sys from subprocess import Popen as OriginalPopen, mswindows class Popen(OriginalPopen): # # Custom code # def __init__(self, *args, **kwargs): hide = kwargs.pop('hide', []) super(Popen, self).__init__(*args, **kwargs) self.hide = hide def handle(self, stream, data): stream_name = 'out' if stream is sys.stdout else 'err' if stream_name not in self.hide: stream.write(data) stream.flush() # # Copy/modified code from upstream # if mswindows: def _readerthread(self, fh, buffer): # TODO: How to determine which sys.std(out|err) to use? buffer.append(fh.read()) else: # Sane operating systems def _communicate(self, input): read_set = [] write_set = [] stdout = None # Return stderr = None # Return if self.stdin: # Flush stdio buffer. This might block, if the user has # been writing to .stdin in an uncontrolled fashion. self.stdin.flush() if input: write_set.append(self.stdin) else: self.stdin.close() if self.stdout: read_set.append(self.stdout) stdout = [] if self.stderr: read_set.append(self.stderr) stderr = [] input_offset = 0 while read_set or write_set: try: rlist, wlist, xlist = select.select(read_set, write_set, []) except select.error, e: if e.args[0] == errno.EINTR: continue raise if self.stdin in wlist: # When select has indicated that the file is writable, # we can write up to PIPE_BUF bytes without risk # blocking. POSIX defines PIPE_BUF >= 512 chunk = input[input_offset : input_offset + 512] bytes_written = os.write(self.stdin.fileno(), chunk) input_offset += bytes_written if input_offset >= len(input): self.stdin.close() write_set.remove(self.stdin) if self.stdout in rlist: data = os.read(self.stdout.fileno(), 1) if data == "": self.stdout.close() read_set.remove(self.stdout) self.handle(sys.stdout, data) stdout.append(data) if self.stderr in rlist: data = os.read(self.stderr.fileno(), 1) if data == "": self.stderr.close() read_set.remove(self.stderr) self.handle(sys.stderr, data) stderr.append(data) # All data exchanged. Translate lists into strings. if stdout is not None: stdout = ''.join(stdout) if stderr is not None: stderr = ''.join(stderr) # Translate newlines, if requested. We cannot let the file # object do the translation: It is based on stdio, which is # impossible to combine with select (unless forcing no # buffering). if self.universal_newlines and hasattr(file, 'newlines'): if stdout: stdout = self._translate_newlines(stdout) if stderr: stderr = self._translate_newlines(stderr) self.wait() return (stdout, stderr)
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if BTaggingFlags.Runmodus == 'analysis': lhVariablesForAnalysis = [ "significance1D" ] # each tagger needs own instance, can't be shared! from JetTagTools.JetTagToolsConf import Analysis__LikelihoodTool myBTagLikelihoodTool1D = Analysis__LikelihoodTool( name = "myBTagLikelihoodTool1D", allLhVariables = lhVariablesForAnalysis, useTheseLhVariables = lhVariablesForAnalysis, OutputLevel = BTaggingFlags.OutputLevel ) ToolSvc += myBTagLikelihoodTool1D if BTaggingFlags.OutputLevel < 3: print myBTagLikelihoodTool1D from JetTagTools.JetTagToolsConf import Analysis__LifetimeTag Z0LifetimeTagTool = Analysis__LifetimeTag( name = "LifetimeTag1D", Runmodus = BTaggingFlags.Runmodus, LifetimeModus = "1D", OutputLevel = BTaggingFlags.OutputLevel, TrackToVertexTool = BTagTrackToVertexTool, LikelihoodTool = myBTagLikelihoodTool1D, useVariables = lhVariablesForAnalysis ) # make sure to create all histos when in ref mode (for now there is only one variable in this tagger ...) if BTaggingFlags.Runmodus == 'reference': Z0LifetimeTagTool.useVariables = [ "significance1D" ] ToolSvc += Z0LifetimeTagTool if BTaggingFlags.OutputLevel < 3: print Z0LifetimeTagTool
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from logger_interface import LoggerInterface # A logger that prints the message to the console class FakeLogger(LoggerInterface): def log(self, msg): print("Log: {0}".format(msg)) return True
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''' <table class="ee-notebook-buttons" align="left"> <td><a target="_blank" href="https://github.com/giswqs/earthengine-py-notebooks/tree/master/ImageCollection/overview.ipynb"><img width=32px src="https://www.tensorflow.org/images/GitHub-Mark-32px.png" /> View source on GitHub</a></td> <td><a target="_blank" href="https://nbviewer.jupyter.org/github/giswqs/earthengine-py-notebooks/blob/master/ImageCollection/overview.ipynb"><img width=26px src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/38/Jupyter_logo.svg/883px-Jupyter_logo.svg.png" />Notebook Viewer</a></td> <td><a target="_blank" href="https://mybinder.org/v2/gh/giswqs/earthengine-py-notebooks/master?filepath=ImageCollection/overview.ipynb"><img width=58px src="https://mybinder.org/static/images/logo_social.png" />Run in binder</a></td> <td><a target="_blank" href="https://colab.research.google.com/github/giswqs/earthengine-py-notebooks/blob/master/ImageCollection/overview.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png" /> Run in Google Colab</a></td> </table> ''' # %% ''' ## Install Earth Engine API Install the [Earth Engine Python API](https://developers.google.com/earth-engine/python_install) and [geehydro](https://github.com/giswqs/geehydro). The **geehydro** Python package builds on the [folium](https://github.com/python-visualization/folium) package and implements several methods for displaying Earth Engine data layers, such as `Map.addLayer()`, `Map.setCenter()`, `Map.centerObject()`, and `Map.setOptions()`. The magic command `%%capture` can be used to hide output from a specific cell. ''' # %% # %%capture # !pip install earthengine-api # !pip install geehydro # %% ''' Import libraries ''' # %% import ee import folium import geehydro # %% ''' Authenticate and initialize Earth Engine API. You only need to authenticate the Earth Engine API once. Uncomment the line `ee.Authenticate()` if you are running this notebook for this first time or if you are getting an authentication error. ''' # %% # ee.Authenticate() ee.Initialize() # %% ''' ## Create an interactive map This step creates an interactive map using [folium](https://github.com/python-visualization/folium). The default basemap is the OpenStreetMap. Additional basemaps can be added using the `Map.setOptions()` function. The optional basemaps can be `ROADMAP`, `SATELLITE`, `HYBRID`, `TERRAIN`, or `ESRI`. ''' # %% Map = folium.Map(location=[40, -100], zoom_start=4) Map.setOptions('HYBRID') # %% ''' ## Add Earth Engine Python script ''' # %% # Create arbitrary constant images. constant1 = ee.Image(1) constant2 = ee.Image(2) # Create a collection by giving a list to the constructor. collectionFromConstructor = ee.ImageCollection([constant1, constant2]) print('collectionFromConstructor: ', collectionFromConstructor.getInfo()) # Create a collection with fromImages(). collectionFromImages = ee.ImageCollection.fromImages( [ee.Image(3), ee.Image(4)]) print('collectionFromImages: ', collectionFromImages.getInfo()) # Merge two collections. mergedCollection = collectionFromConstructor.merge(collectionFromImages) print('mergedCollection: ', mergedCollection.getInfo()) # # Create a toy FeatureCollection # features = ee.FeatureCollection( # [ee.Feature({}, {'foo': 1}), ee.Feature({}, {'foo': 2})]) # # Create an ImageCollection from the FeatureCollection # # by mapping a function over the FeatureCollection. # images = features.map(function(feature) { # return ee.Image(ee.Number(feature.get('foo'))) # }) # # Print the resultant collection. # print('Image collection: ', images) # %% ''' ## Display Earth Engine data layers ''' # %% Map.setControlVisibility(layerControl=True, fullscreenControl=True, latLngPopup=True) Map
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/Swasthya/accounts/views.py
ea76f5f4c924b52dfa9e2173a08fa78c0599be15
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aolashram/kri-vibe
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from django.shortcuts import render,redirect,get_object_or_404 from django.http import HttpResponse,HttpResponseRedirect from django.contrib.auth import authenticate, login, logout from django.contrib.auth import update_session_auth_hash from django.contrib.auth.mixins import LoginRequiredMixin from django.contrib.auth.forms import PasswordChangeForm,AuthenticationForm,UserCreationForm from django.core.exceptions import ObjectDoesNotExist, PermissionDenied from django.urls import reverse from django.contrib import messages from django.contrib.auth.models import User from django.urls import reverse_lazy from django.views.generic import CreateView, View from django.contrib.auth.decorators import login_required from Employee.models import Employee #from employee.models import * from .forms import UserLogin,SignUpForm # Sign Up View class SignUpView(CreateView): form_class = SignUpForm success_url = reverse_lazy('accounts:signup') template_name = 'commons/signup.html' class LoginView(View): def get(self, request): return render(request, 'commons/login.html', { 'form': AuthenticationForm }) # really low level def post(self, request): form = AuthenticationForm(request, data=request.POST) print(request.POST) if form.is_valid(): #print('inside post, is valid') user = authenticate( request, username=form.cleaned_data.get('username'), password=form.cleaned_data.get('password') ) #print(user) if user is None: return render( request, 'commons/login.html', { 'form': form, 'invalid_creds': True } ) try: form.confirm_login_allowed(user) except ValidationError: return render( request, 'commons/login.html', { 'form': form, 'invalid_creds': True } ) login(request, user) try: employee = Employee.objects.get(user=user) except ObjectDoesNotExist: employee = None return redirect(reverse('console:dashboard')) class ProfileView(LoginRequiredMixin, View): def get(self, request): surveys = Survey.objects.filter(created_by=request.user).all() assigned_surveys = SurveyAssignment.objects.filter(assigned_to=request.user).all() context = { 'surveys': surveys, 'assigned_surveys': assigned_surveys } return render(request, 'console/dashboard.html', context) class LogoutView(View): def get(self, request): logout(request) return HttpResponseRedirect(settings.LOGIN_URL) @login_required(login_url='/login/') def home(request): return render(request, 'console/dashboard.html') def changepassword(request): if not request.user.is_authenticated: return redirect('/') ''' Please work on me -> success & error messages & style templates ''' if request.method == 'POST': form = PasswordChangeForm(request.user, request.POST) if form.is_valid(): user = form.save(commit=True) update_session_auth_hash(request,user) messages.success(request,'Password changed successfully',extra_tags = 'alert alert-success alert-dismissible show' ) return redirect('accounts:changepassword') else: messages.error(request,'Error,changing password',extra_tags = 'alert alert-warning alert-dismissible show' ) return redirect('accounts:changepassword') form = PasswordChangeForm(request.user) return render(request,'accounts/change_password_form.html',{'form':form}) def register_user_view(request): # WORK ON (MESSAGES AND UI) & extend with email field if request.method == 'POST': form = UserAddForm(data = request.POST) if form.is_valid(): instance = form.save(commit = False) instance.save() username = form.cleaned_data.get("username") messages.success(request,'Account created for {0} !!!'.format(username),extra_tags = 'alert alert-success alert-dismissible show' ) return redirect('accounts:register') else: messages.error(request,'Username or password is invalid',extra_tags = 'alert alert-warning alert-dismissible show') return redirect('accounts:register') form = UserAddForm() dataset = dict() dataset['form'] = form dataset['title'] = 'register users' return render(request,'accounts/register.html',dataset) def login_view(request): ''' work on me - needs messages and redirects ''' login_user = request.user if request.method == 'POST': form = UserLogin(data = request.POST) if form.is_valid(): username = request.POST.get('username') password = request.POST.get('password') user = authenticate(request, username = username, password = password) if user and user.is_active: login(request,user) if login_user.is_authenticated: return redirect('dashboard:dashboard') else: messages.error(request,'Account is invalid',extra_tags = 'alert alert-error alert-dismissible show' ) return redirect('accounts:login') else: return HttpResponse('data not valid') dataset=dict() form = UserLogin() dataset['form'] = form return render(request,'accounts/login.html',dataset) def user_profile_view(request): ''' user profile view -> staffs (No edit) only admin/HR can edit. ''' user = request.user if user.is_authenticated: employee = Employee.objects.filter(user = user).first() emergency = Emergency.objects.filter(employee = employee).first() relationship = Relationship.objects.filter(employee = employee).first() bank = Bank.objects.filter(employee = employee).first() dataset = dict() dataset['employee'] = employee dataset['emergency'] = emergency dataset['family'] = relationship dataset['bank'] = bank return render(request,'dashboard/employee_detail.html',dataset) return HttpResponse("Sorry , not authenticated for this,admin or whoever you are :)") def logout_view(request): logout(request) return redirect('accounts:login') def users_list(request): employees = Employee.objects.all() return render(request,'accounts/users_table.html',{'employees':employees,'title':'Users List'}) def users_unblock(request,id): user = get_object_or_404(User,id = id) emp = Employee.objects.filter(user = user).first() emp.is_blocked = False emp.save() user.is_active = True user.save() return redirect('accounts:users') def users_block(request,id): user = get_object_or_404(User,id = id) emp = Employee.objects.filter(user = user).first() emp.is_blocked = True emp.save() user.is_active = False user.save() return redirect('accounts:users') def users_blocked_list(request): blocked_employees = Employee.objects.all_blocked_employees() return render(request,'accounts/all_deleted_users.html',{'employees':blocked_employees,'title':'blocked users list'})
d0be734cfa888c010914e448f0d2dd63394549a3
371f94ee0f44feeaf68d740f24bd9bb27f83c8aa
/app/models.py
410942c28fac8f1f24b4850a6988948f8b172033
[]
no_license
cjredmond/final_proto
f69d62da97428af3d52020054e9a327abbff8d15
28d73c7f25a7e8fae07d78b12964cdefeb3103de
refs/heads/master
2020-09-12T04:57:59.279571
2016-11-11T22:44:47
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from django.db import models from django.dispatch import receiver from django.db.models.signals import post_save class League(models.Model): name = models.CharField(max_length=40) limit = models.IntegerField() players = models.ManyToManyField('auth.User') live = models.BooleanField(default=False) def __str__(self): return str(self.id) @property def get_squads(self): return self.squad_set.all() def get_active_teams(self): return self.team_set.all() @receiver(post_save, sender=League) def create(**kwargs): created = kwargs['created'] instance = kwargs['instance'] teams = Team.objects.filter(league=None) for team in teams: Team.objects.create(city=team.city, name=team.name, league=instance, sport=team.sport, pts_last=team.pts_last, pts_proj=team.pts_proj) class Squad(models.Model): user = models.OneToOneField('auth.User') name = models.CharField(max_length=40) league = models.ForeignKey(League) def __str__(self): return self.name @property def total_proj(self): teams = self.team_set.all() score = 0 for team in teams: score = score + team.pts_proj return score def checker(self, sport): teams = self.team_set.all() count = 0 for team in teams: if team.sport == sport: count += 1 if count > 2: return False return True SPORTS = [('f', 'football'), ('b', 'baseball'), ('k', 'basketball')] class Team(models.Model): city = models.CharField(max_length=50) name = models.CharField(max_length=50) squad = models.ForeignKey(Squad,null=True,blank=True) league = models.ForeignKey(League,null=True,blank=True) logo = models.FileField(null=True,blank=True) sport = models.CharField(max_length=1,choices=SPORTS) pts_last = models.IntegerField() pts_proj = models.IntegerField() #base = models.BooleanField(default=False) def __str__(self): return self.name class Schedule(models.Model): league = models.OneToOneField(League) @property def amount(self): return self.league.get_squads.count()
1e01c1ba08ee6205b00c1018a1d84b557ec98285
1975ecfc048594b1c05913a3c415bf2c233b37d2
/playlist_explanation/src/features/common/month.py
3b238d330ac9041a38d72abe7295ba15b4f2f136
[]
no_license
GiovanniGabbolini/dave
2ad35bbd0abf5aefd1c01436690d647f4b39d82c
e0ad90a5fd5691a8cd5e9b24261fb4d3d82ea91e
refs/heads/master
2023-03-17T06:04:15.127171
2021-03-18T19:31:43
2021-03-18T19:31:43
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from src.utils.decorator_annotations import annotations @annotations({'entailed': True}) def month(date) -> 'month': return {'value': date['value'].month}
cc80815dbabf33258057159b78c2d3f260fd1c14
dca653bb975528bd1b8ab2547f6ef4f48e15b7b7
/branches/WX_2_6_BRANCH/wx/lib/docview.py
8f85b4be2fbea554c3b60311d4854262bfca9778
[]
no_license
czxxjtu/wxPython-1
51ca2f62ff6c01722e50742d1813f4be378c0517
6a7473c258ea4105f44e31d140ea5c0ae6bc46d8
refs/heads/master
2021-01-15T12:09:59.328778
2015-01-05T20:55:10
2015-01-05T20:55:10
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#---------------------------------------------------------------------------- # Name: docview.py # Purpose: Port of the wxWindows docview classes # # Author: Peter Yared # # Created: 5/15/03 # CVS-ID: $Id$ # Copyright: (c) 2003-2006 ActiveGrid, Inc. (Port of wxWindows classes by Julian Smart et al) # License: wxWindows license #---------------------------------------------------------------------------- import os import os.path import shutil import wx import sys _ = wx.GetTranslation #---------------------------------------------------------------------- # docview globals #---------------------------------------------------------------------- DOC_SDI = 1 DOC_MDI = 2 DOC_NEW = 4 DOC_SILENT = 8 DOC_OPEN_ONCE = 16 DOC_NO_VIEW = 32 DEFAULT_DOCMAN_FLAGS = DOC_SDI & DOC_OPEN_ONCE TEMPLATE_VISIBLE = 1 TEMPLATE_INVISIBLE = 2 TEMPLATE_NO_CREATE = (4 | TEMPLATE_VISIBLE) DEFAULT_TEMPLATE_FLAGS = TEMPLATE_VISIBLE MAX_FILE_HISTORY = 9 #---------------------------------------------------------------------- # Convenience functions from wxWindows used in docview #---------------------------------------------------------------------- def FileNameFromPath(path): """ Returns the filename for a full path. """ return os.path.split(path)[1] def FindExtension(path): """ Returns the extension of a filename for a full path. """ return os.path.splitext(path)[1].lower() def FileExists(path): """ Returns True if the path exists. """ return os.path.isfile(path) def PathOnly(path): """ Returns the path of a full path without the filename. """ return os.path.split(path)[0] #---------------------------------------------------------------------- # Document/View Classes #---------------------------------------------------------------------- class Document(wx.EvtHandler): """ The document class can be used to model an application's file-based data. It is part of the document/view framework supported by wxWindows, and cooperates with the wxView, wxDocTemplate and wxDocManager classes. Note this wxPython version also keeps track of the modification date of the document and if it changes on disk outside of the application, we will warn the user before saving to avoid clobbering the file. """ def __init__(self, parent=None): """ Constructor. Define your own default constructor to initialize application-specific data. """ wx.EvtHandler.__init__(self) self._documentParent = parent self._documentTemplate = None self._commandProcessor = None self._savedYet = False self._writeable = True self._documentTitle = None self._documentFile = None self._documentTypeName = None self._documentModified = False self._documentModificationDate = None self._documentViews = [] def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return False def GetFilename(self): """ Gets the filename associated with this document, or "" if none is associated. """ return self._documentFile def GetTitle(self): """ Gets the title for this document. The document title is used for an associated frame (if any), and is usually constructed by the framework from the filename. """ return self._documentTitle def SetTitle(self, title): """ Sets the title for this document. The document title is used for an associated frame (if any), and is usually constructed by the framework from the filename. """ self._documentTitle = title def GetDocumentName(self): """ The document type name given to the wxDocTemplate constructor, copied to this document when the document is created. If several document templates are created that use the same document type, this variable is used in wxDocManager::CreateView to collate a list of alternative view types that can be used on this kind of document. """ return self._documentTypeName def SetDocumentName(self, name): """ Sets he document type name given to the wxDocTemplate constructor, copied to this document when the document is created. If several document templates are created that use the same document type, this variable is used in wxDocManager::CreateView to collate a list of alternative view types that can be used on this kind of document. Do not change the value of this variable. """ self._documentTypeName = name def GetDocumentSaved(self): """ Returns True if the document has been saved. This method has been added to wxPython and is not in wxWindows. """ return self._savedYet def SetDocumentSaved(self, saved=True): """ Sets whether the document has been saved. This method has been added to wxPython and is not in wxWindows. """ self._savedYet = saved def GetCommandProcessor(self): """ Returns the command processor associated with this document. """ return self._commandProcessor def SetCommandProcessor(self, processor): """ Sets the command processor to be used for this document. The document will then be responsible for its deletion. Normally you should not call this; override OnCreateCommandProcessor instead. """ self._commandProcessor = processor def IsModified(self): """ Returns true if the document has been modified since the last save, false otherwise. You may need to override this if your document view maintains its own record of being modified (for example if using wxTextWindow to view and edit the document). """ return self._documentModified def Modify(self, modify): """ Call with true to mark the document as modified since the last save, false otherwise. You may need to override this if your document view maintains its own record of being modified (for example if using xTextWindow to view and edit the document). This method has been extended to notify its views that the dirty flag has changed. """ self._documentModified = modify self.UpdateAllViews(hint=("modify", self, self._documentModified)) def SetDocumentModificationDate(self): """ Saves the file's last modification date. This is used to check if the file has been modified outside of the application. This method has been added to wxPython and is not in wxWindows. """ self._documentModificationDate = os.path.getmtime(self.GetFilename()) def GetDocumentModificationDate(self): """ Returns the file's modification date when it was loaded from disk. This is used to check if the file has been modified outside of the application. This method has been added to wxPython and is not in wxWindows. """ return self._documentModificationDate def IsDocumentModificationDateCorrect(self): """ Returns False if the file has been modified outside of the application. This method has been added to wxPython and is not in wxWindows. """ if not os.path.exists(self.GetFilename()): # document must be in memory only and can't be out of date return True return self._documentModificationDate == os.path.getmtime(self.GetFilename()) def GetViews(self): """ Returns the list whose elements are the views on the document. """ return self._documentViews def GetDocumentTemplate(self): """ Returns the template that created the document. """ return self._documentTemplate def SetDocumentTemplate(self, template): """ Sets the template that created the document. Should only be called by the framework. """ self._documentTemplate = template def DeleteContents(self): """ Deletes the contents of the document. Override this method as necessary. """ return True def Destroy(self): """ Destructor. Removes itself from the document manager. """ self.DeleteContents() self._documentModificationDate = None if self.GetDocumentManager(): self.GetDocumentManager().RemoveDocument(self) wx.EvtHandler.Destroy(self) def Close(self): """ Closes the document, by calling OnSaveModified and then (if this true) OnCloseDocument. This does not normally delete the document object: use DeleteAllViews to do this implicitly. """ if self.OnSaveModified(): if self.OnCloseDocument(): return True else: return False else: return False def OnCloseDocument(self): """ The default implementation calls DeleteContents (an empty implementation) sets the modified flag to false. Override this to supply additional behaviour when the document is closed with Close. """ self.NotifyClosing() self.DeleteContents() self.Modify(False) return True def DeleteAllViews(self): """ Calls wxView.Close and deletes each view. Deleting the final view will implicitly delete the document itself, because the wxView destructor calls RemoveView. This in turns calls wxDocument::OnChangedViewList, whose default implemention is to save and delete the document if no views exist. """ manager = self.GetDocumentManager() for view in self._documentViews: if not view.Close(): return False if self in manager.GetDocuments(): self.Destroy() return True def GetFirstView(self): """ A convenience function to get the first view for a document, because in many cases a document will only have a single view. """ if len(self._documentViews) == 0: return None return self._documentViews[0] def GetDocumentManager(self): """ Returns the associated document manager. """ if self._documentTemplate: return self._documentTemplate.GetDocumentManager() return None def OnNewDocument(self): """ The default implementation calls OnSaveModified and DeleteContents, makes a default title for the document, and notifies the views that the filename (in fact, the title) has changed. """ if not self.OnSaveModified() or not self.OnCloseDocument(): return False self.DeleteContents() self.Modify(False) self.SetDocumentSaved(False) name = self.GetDocumentManager().MakeDefaultName() self.SetTitle(name) self.SetFilename(name, notifyViews = True) def Save(self): """ Saves the document by calling OnSaveDocument if there is an associated filename, or SaveAs if there is no filename. """ if not self.IsModified(): # and self._savedYet: This was here, but if it is not modified who cares if it hasn't been saved yet? return True """ check for file modification outside of application """ if not self.IsDocumentModificationDateCorrect(): msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("Application") res = wx.MessageBox(_("'%s' has been modified outside of %s. Overwrite '%s' with current changes?") % (self.GetPrintableName(), msgTitle, self.GetPrintableName()), msgTitle, wx.YES_NO | wx.CANCEL | wx.ICON_QUESTION, self.GetDocumentWindow()) if res == wx.NO: return True elif res == wx.YES: pass else: # elif res == wx.CANCEL: return False if not self._documentFile or not self._savedYet: return self.SaveAs() return self.OnSaveDocument(self._documentFile) def SaveAs(self): """ Prompts the user for a file to save to, and then calls OnSaveDocument. """ docTemplate = self.GetDocumentTemplate() if not docTemplate: return False descr = docTemplate.GetDescription() + _(" (") + docTemplate.GetFileFilter() + _(") |") + docTemplate.GetFileFilter() # spacing is important, make sure there is no space after the "|", it causes a bug on wx_gtk filename = wx.FileSelector(_("Save As"), docTemplate.GetDirectory(), FileNameFromPath(self.GetFilename()), docTemplate.GetDefaultExtension(), wildcard = descr, flags = wx.SAVE | wx.OVERWRITE_PROMPT, parent = self.GetDocumentWindow()) if filename == "": return False name, ext = os.path.splitext(filename) if ext == "": filename += '.' + docTemplate.GetDefaultExtension() self.SetFilename(filename) self.SetTitle(FileNameFromPath(filename)) for view in self._documentViews: view.OnChangeFilename() if not self.OnSaveDocument(filename): return False if docTemplate.FileMatchesTemplate(filename): self.GetDocumentManager().AddFileToHistory(filename) return True def OnSaveDocument(self, filename): """ Constructs an output file for the given filename (which must not be empty), and calls SaveObject. If SaveObject returns true, the document is set to unmodified; otherwise, an error message box is displayed. """ if not filename: return False msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("File Error") backupFilename = None fileObject = None copied = False try: # if current file exists, move it to a safe place temporarily if os.path.exists(filename): # Check if read-only. if not os.access(filename, os.W_OK): wx.MessageBox("Could not save '%s'. No write permission to overwrite existing file." % FileNameFromPath(filename), msgTitle, wx.OK | wx.ICON_EXCLAMATION, self.GetDocumentWindow()) return False i = 1 backupFilename = "%s.bak%s" % (filename, i) while os.path.exists(backupFilename): i += 1 backupFilename = "%s.bak%s" % (filename, i) shutil.copy(filename, backupFilename) copied = True fileObject = file(filename, 'w') self.SaveObject(fileObject) fileObject.close() fileObject = None if backupFilename: os.remove(backupFilename) except: # for debugging purposes import traceback traceback.print_exc() if fileObject: fileObject.close() # file is still open, close it, need to do this before removal # save failed, remove copied file if backupFilename and copied: os.remove(backupFilename) wx.MessageBox("Could not save '%s'. %s" % (FileNameFromPath(filename), sys.exc_value), msgTitle, wx.OK | wx.ICON_EXCLAMATION, self.GetDocumentWindow()) return False self.SetDocumentModificationDate() self.SetFilename(filename, True) self.Modify(False) self.SetDocumentSaved(True) #if wx.Platform == '__WXMAC__': # Not yet implemented in wxPython # wx.FileName(file).MacSetDefaultTypeAndCreator() return True def OnOpenDocument(self, filename): """ Constructs an input file for the given filename (which must not be empty), and calls LoadObject. If LoadObject returns true, the document is set to unmodified; otherwise, an error message box is displayed. The document's views are notified that the filename has changed, to give windows an opportunity to update their titles. All of the document's views are then updated. """ if not self.OnSaveModified(): return False msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("File Error") fileObject = file(filename, 'r') try: self.LoadObject(fileObject) fileObject.close() fileObject = None except: # for debugging purposes import traceback traceback.print_exc() if fileObject: fileObject.close() # file is still open, close it wx.MessageBox("Could not open '%s'. %s" % (FileNameFromPath(filename), sys.exc_value), msgTitle, wx.OK | wx.ICON_EXCLAMATION, self.GetDocumentWindow()) return False self.SetDocumentModificationDate() self.SetFilename(filename, True) self.Modify(False) self.SetDocumentSaved(True) self.UpdateAllViews() return True def LoadObject(self, file): """ Override this function and call it from your own LoadObject before loading your own data. LoadObject is called by the framework automatically when the document contents need to be loaded. Note that the wxPython version simply sends you a Python file object, so you can use pickle. """ return True def SaveObject(self, file): """ Override this function and call it from your own SaveObject before saving your own data. SaveObject is called by the framework automatically when the document contents need to be saved. Note that the wxPython version simply sends you a Python file object, so you can use pickle. """ return True def Revert(self): """ Override this function to revert the document to its last saved state. """ return False def GetPrintableName(self): """ Copies a suitable document name into the supplied name buffer. The default function uses the title, or if there is no title, uses the filename; or if no filename, the string 'Untitled'. """ if self._documentTitle: return self._documentTitle elif self._documentFile: return FileNameFromPath(self._documentFile) else: return _("Untitled") def GetDocumentWindow(self): """ Intended to return a suitable window for using as a parent for document-related dialog boxes. By default, uses the frame associated with the first view. """ if len(self._documentViews) > 0: return self._documentViews[0].GetFrame() else: return wx.GetApp().GetTopWindow() def OnCreateCommandProcessor(self): """ Override this function if you want a different (or no) command processor to be created when the document is created. By default, it returns an instance of wxCommandProcessor. """ return CommandProcessor() def OnSaveModified(self): """ If the document has been modified, prompts the user to ask if the changes should be changed. If the user replies Yes, the Save function is called. If No, the document is marked as unmodified and the function succeeds. If Cancel, the function fails. """ if not self.IsModified(): return True """ check for file modification outside of application """ if not self.IsDocumentModificationDateCorrect(): msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("Warning") res = wx.MessageBox(_("'%s' has been modified outside of %s. Overwrite '%s' with current changes?") % (self.GetPrintableName(), msgTitle, self.GetPrintableName()), msgTitle, wx.YES_NO | wx.CANCEL | wx.ICON_QUESTION, self.GetDocumentWindow()) if res == wx.NO: self.Modify(False) return True elif res == wx.YES: return wx.lib.docview.Document.Save(self) else: # elif res == wx.CANCEL: return False msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("Warning") res = wx.MessageBox(_("Save changes to '%s'?") % self.GetPrintableName(), msgTitle, wx.YES_NO | wx.CANCEL | wx.ICON_QUESTION, self.GetDocumentWindow()) if res == wx.NO: self.Modify(False) return True elif res == wx.YES: return self.Save() else: # elif res == wx.CANCEL: return False def Draw(context): """ Called by printing framework to draw the view. """ return True def AddView(self, view): """ If the view is not already in the list of views, adds the view and calls OnChangedViewList. """ if not view in self._documentViews: self._documentViews.append(view) self.OnChangedViewList() return True def RemoveView(self, view): """ Removes the view from the document's list of views, and calls OnChangedViewList. """ if view in self._documentViews: self._documentViews.remove(view) self.OnChangedViewList() return True def OnCreate(self, path, flags): """ The default implementation calls DeleteContents (an empty implementation) sets the modified flag to false. Override this to supply additional behaviour when the document is opened with Open. """ if flags & DOC_NO_VIEW: return True return self.GetDocumentTemplate().CreateView(self, flags) def OnChangedViewList(self): """ Called when a view is added to or deleted from this document. The default implementation saves and deletes the document if no views exist (the last one has just been removed). """ if len(self._documentViews) == 0: if self.OnSaveModified(): pass # C version does a delete but Python will garbage collect def UpdateAllViews(self, sender = None, hint = None): """ Updates all views. If sender is non-NULL, does not update this view. hint represents optional information to allow a view to optimize its update. """ for view in self._documentViews: if view != sender: view.OnUpdate(sender, hint) def NotifyClosing(self): """ Notifies the views that the document is going to close. """ for view in self._documentViews: view.OnClosingDocument() def SetFilename(self, filename, notifyViews = False): """ Sets the filename for this document. Usually called by the framework. If notifyViews is true, wxView.OnChangeFilename is called for all views. """ self._documentFile = filename if notifyViews: for view in self._documentViews: view.OnChangeFilename() def GetWriteable(self): """ Returns true if the document can be written to its accociated file path. This method has been added to wxPython and is not in wxWindows. """ if not self._writeable: return False if not self._documentFile: # Doesn't exist, do a save as return True else: return os.access(self._documentFile, os.W_OK) def SetWriteable(self, writeable): """ Set to False if the document can not be saved. This will disable the ID_SAVE_AS event and is useful for custom documents that should not be saveable. The ID_SAVE event can be disabled by never Modifying the document. This method has been added to wxPython and is not in wxWindows. """ self._writeable = writeable class View(wx.EvtHandler): """ The view class can be used to model the viewing and editing component of an application's file-based data. It is part of the document/view framework supported by wxWindows, and cooperates with the wxDocument, wxDocTemplate and wxDocManager classes. """ def __init__(self): """ Constructor. Define your own default constructor to initialize application-specific data. """ wx.EvtHandler.__init__(self) self._viewDocument = None self._viewFrame = None def Destroy(self): """ Destructor. Removes itself from the document's list of views. """ if self._viewDocument: self._viewDocument.RemoveView(self) wx.EvtHandler.Destroy(self) def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ if not self.GetDocument() or not self.GetDocument().ProcessEvent(event): return False else: return True def ProcessUpdateUIEvent(self, event): """ Processes a UI event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return False def OnActivateView(self, activate, activeView, deactiveView): """ Called when a view is activated by means of wxView::Activate. The default implementation does nothing. """ pass def OnClosingDocument(self): """ Override this to clean up the view when the document is being closed. The default implementation does nothing. """ pass def OnDraw(self, dc): """ Override this to draw the view for the printing framework. The default implementation does nothing. """ pass def OnPrint(self, dc, info): """ Override this to print the view for the printing framework. The default implementation calls View.OnDraw. """ self.OnDraw(dc) def OnUpdate(self, sender, hint): """ Called when the view should be updated. sender is a pointer to the view that sent the update request, or NULL if no single view requested the update (for instance, when the document is opened). hint is as yet unused but may in future contain application-specific information for making updating more efficient. """ if hint: if hint[0] == "modify": # if dirty flag changed, update the view's displayed title frame = self.GetFrame() if frame and hasattr(frame, "OnTitleIsModified"): frame.OnTitleIsModified() return True return False def OnChangeFilename(self): """ Called when the filename has changed. The default implementation constructs a suitable title and sets the title of the view frame (if any). """ if self.GetFrame(): appName = wx.GetApp().GetAppName() if not self.GetDocument(): if appName: title = appName else: return else: if appName and isinstance(self.GetFrame(), DocChildFrame): # Only need app name in title for SDI title = appName + _(" - ") else: title = '' self.GetFrame().SetTitle(title + self.GetDocument().GetPrintableName()) def GetDocument(self): """ Returns the document associated with the view. """ return self._viewDocument def SetDocument(self, doc): """ Associates the given document with the view. Normally called by the framework. """ self._viewDocument = doc if doc: doc.AddView(self) def GetViewName(self): """ Gets the name associated with the view (passed to the wxDocTemplate constructor). Not currently used by the framework. """ return self._viewTypeName def SetViewName(self, name): """ Sets the view type name. Should only be called by the framework. """ self._viewTypeName = name def Close(self, deleteWindow=True): """ Closes the view by calling OnClose. If deleteWindow is true, this function should delete the window associated with the view. """ if self.OnClose(deleteWindow = deleteWindow): return True else: return False def Activate(self, activate=True): """ Call this from your view frame's OnActivate member to tell the framework which view is currently active. If your windowing system doesn't call OnActivate, you may need to call this function from OnMenuCommand or any place where you know the view must be active, and the framework will need to get the current view. The prepackaged view frame wxDocChildFrame calls wxView.Activate from its OnActivate member and from its OnMenuCommand member. """ if self.GetDocument() and self.GetDocumentManager(): self.OnActivateView(activate, self, self.GetDocumentManager().GetCurrentView()) self.GetDocumentManager().ActivateView(self, activate) def OnClose(self, deleteWindow=True): """ Implements closing behaviour. The default implementation calls wxDocument.Close to close the associated document. Does not delete the view. The application may wish to do some cleaning up operations in this function, if a call to wxDocument::Close succeeded. For example, if your application's all share the same window, you need to disassociate the window from the view and perhaps clear the window. If deleteWindow is true, delete the frame associated with the view. """ if self.GetDocument(): return self.GetDocument().Close() else: return True def OnCreate(self, doc, flags): """ wxDocManager or wxDocument creates a wxView via a wxDocTemplate. Just after the wxDocTemplate creates the wxView, it calls wxView::OnCreate. In its OnCreate member function, the wxView can create a wxDocChildFrame or a derived class. This wxDocChildFrame provides user interface elements to view and/or edit the contents of the wxDocument. By default, simply returns true. If the function returns false, the view will be deleted. """ return True def OnCreatePrintout(self): """ Returns a wxPrintout object for the purposes of printing. It should create a new object every time it is called; the framework will delete objects it creates. By default, this function returns an instance of wxDocPrintout, which prints and previews one page by calling wxView.OnDraw. Override to return an instance of a class other than wxDocPrintout. """ return DocPrintout(self, self.GetDocument().GetPrintableName()) def GetFrame(self): """ Gets the frame associated with the view (if any). Note that this "frame" is not a wxFrame at all in the generic MDI implementation which uses the notebook pages instead of the frames and this is why this method returns a wxWindow and not a wxFrame. """ return self._viewFrame def SetFrame(self, frame): """ Sets the frame associated with this view. The application should call this if possible, to tell the view about the frame. See GetFrame for the explanation about the mismatch between the "Frame" in the method name and the type of its parameter. """ self._viewFrame = frame def GetDocumentManager(self): """ Returns the document manager instance associated with this view. """ if self._viewDocument: return self.GetDocument().GetDocumentManager() else: return None class DocTemplate(wx.Object): """ The wxDocTemplate class is used to model the relationship between a document class and a view class. """ def __init__(self, manager, description, filter, dir, ext, docTypeName, viewTypeName, docType, viewType, flags=DEFAULT_TEMPLATE_FLAGS, icon=None): """ Constructor. Create instances dynamically near the start of your application after creating a wxDocManager instance, and before doing any document or view operations. manager is the document manager object which manages this template. description is a short description of what the template is for. This string will be displayed in the file filter list of Windows file selectors. filter is an appropriate file filter such as \*.txt. dir is the default directory to use for file selectors. ext is the default file extension (such as txt). docTypeName is a name that should be unique for a given type of document, used for gathering a list of views relevant to a particular document. viewTypeName is a name that should be unique for a given view. docClass is a Python class. If this is not supplied, you will need to derive a new wxDocTemplate class and override the CreateDocument member to return a new document instance on demand. viewClass is a Python class. If this is not supplied, you will need to derive a new wxDocTemplate class and override the CreateView member to return a new view instance on demand. flags is a bit list of the following: wx.TEMPLATE_VISIBLE The template may be displayed to the user in dialogs. wx.TEMPLATE_INVISIBLE The template may not be displayed to the user in dialogs. wx.DEFAULT_TEMPLATE_FLAGS Defined as wxTEMPLATE_VISIBLE. """ self._docManager = manager self._description = description self._fileFilter = filter self._directory = dir self._defaultExt = ext self._docTypeName = docTypeName self._viewTypeName = viewTypeName self._docType = docType self._viewType = viewType self._flags = flags self._icon = icon self._docManager.AssociateTemplate(self) def GetDefaultExtension(self): """ Returns the default file extension for the document data, as passed to the document template constructor. """ return self._defaultExt def SetDefaultExtension(self, defaultExt): """ Sets the default file extension. """ self._defaultExt = defaultExt def GetDescription(self): """ Returns the text description of this template, as passed to the document template constructor. """ return self._description def SetDescription(self, description): """ Sets the template description. """ self._description = description def GetDirectory(self): """ Returns the default directory, as passed to the document template constructor. """ return self._directory def SetDirectory(self, dir): """ Sets the default directory. """ self._directory = dir def GetDocumentManager(self): """ Returns the document manager instance for which this template was created. """ return self._docManager def SetDocumentManager(self, manager): """ Sets the document manager instance for which this template was created. Should not be called by the application. """ self._docManager = manager def GetFileFilter(self): """ Returns the file filter, as passed to the document template constructor. """ return self._fileFilter def SetFileFilter(self, filter): """ Sets the file filter. """ self._fileFilter = filter def GetFlags(self): """ Returns the flags, as passed to the document template constructor. (see the constructor description for more details). """ return self._flags def SetFlags(self, flags): """ Sets the internal document template flags (see the constructor description for more details). """ self._flags = flags def GetIcon(self): """ Returns the icon, as passed to the document template constructor. This method has been added to wxPython and is not in wxWindows. """ return self._icon def SetIcon(self, flags): """ Sets the icon. This method has been added to wxPython and is not in wxWindows. """ self._icon = icon def GetDocumentType(self): """ Returns the Python document class, as passed to the document template constructor. """ return self._docType def GetViewType(self): """ Returns the Python view class, as passed to the document template constructor. """ return self._viewType def IsVisible(self): """ Returns true if the document template can be shown in user dialogs, false otherwise. """ return (self._flags & TEMPLATE_VISIBLE) == TEMPLATE_VISIBLE def IsNewable(self): """ Returns true if the document template can be shown in "New" dialogs, false otherwise. This method has been added to wxPython and is not in wxWindows. """ return (self._flags & TEMPLATE_NO_CREATE) != TEMPLATE_NO_CREATE def GetDocumentName(self): """ Returns the document type name, as passed to the document template constructor. """ return self._docTypeName def GetViewName(self): """ Returns the view type name, as passed to the document template constructor. """ return self._viewTypeName def CreateDocument(self, path, flags): """ Creates a new instance of the associated document class. If you have not supplied a class to the template constructor, you will need to override this function to return an appropriate document instance. """ doc = self._docType() doc.SetFilename(path) doc.SetDocumentTemplate(self) self.GetDocumentManager().AddDocument(doc) doc.SetCommandProcessor(doc.OnCreateCommandProcessor()) if doc.OnCreate(path, flags): return doc else: if doc in self.GetDocumentManager().GetDocuments(): doc.DeleteAllViews() return None def CreateView(self, doc, flags): """ Creates a new instance of the associated document view. If you have not supplied a class to the template constructor, you will need to override this function to return an appropriate view instance. """ view = self._viewType() view.SetDocument(doc) if view.OnCreate(doc, flags): return view else: view.Destroy() return None def FileMatchesTemplate(self, path): """ Returns True if the path's extension matches one of this template's file filter extensions. """ ext = FindExtension(path) if not ext: return False extList = self.GetFileFilter().replace('*','').split(';') return ext in extList class DocManager(wx.EvtHandler): """ The wxDocManager class is part of the document/view framework supported by wxWindows, and cooperates with the wxView, wxDocument and wxDocTemplate classes. """ def __init__(self, flags=DEFAULT_DOCMAN_FLAGS, initialize=True): """ Constructor. Create a document manager instance dynamically near the start of your application before doing any document or view operations. flags is used in the Python version to indicate whether the document manager is in DOC_SDI or DOC_MDI mode. If initialize is true, the Initialize function will be called to create a default history list object. If you derive from wxDocManager, you may wish to call the base constructor with false, and then call Initialize in your own constructor, to allow your own Initialize or OnCreateFileHistory functions to be called. """ wx.EvtHandler.__init__(self) self._defaultDocumentNameCounter = 1 self._flags = flags self._currentView = None self._lastActiveView = None self._maxDocsOpen = 10000 self._fileHistory = None self._templates = [] self._docs = [] self._lastDirectory = "" if initialize: self.Initialize() wx.EVT_MENU(self, wx.ID_OPEN, self.OnFileOpen) wx.EVT_MENU(self, wx.ID_CLOSE, self.OnFileClose) wx.EVT_MENU(self, wx.ID_CLOSE_ALL, self.OnFileCloseAll) wx.EVT_MENU(self, wx.ID_REVERT, self.OnFileRevert) wx.EVT_MENU(self, wx.ID_NEW, self.OnFileNew) wx.EVT_MENU(self, wx.ID_SAVE, self.OnFileSave) wx.EVT_MENU(self, wx.ID_SAVEAS, self.OnFileSaveAs) wx.EVT_MENU(self, wx.ID_UNDO, self.OnUndo) wx.EVT_MENU(self, wx.ID_REDO, self.OnRedo) wx.EVT_MENU(self, wx.ID_PRINT, self.OnPrint) wx.EVT_MENU(self, wx.ID_PRINT_SETUP, self.OnPrintSetup) wx.EVT_MENU(self, wx.ID_PREVIEW, self.OnPreview) wx.EVT_UPDATE_UI(self, wx.ID_OPEN, self.OnUpdateFileOpen) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE, self.OnUpdateFileClose) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE_ALL, self.OnUpdateFileCloseAll) wx.EVT_UPDATE_UI(self, wx.ID_REVERT, self.OnUpdateFileRevert) wx.EVT_UPDATE_UI(self, wx.ID_NEW, self.OnUpdateFileNew) wx.EVT_UPDATE_UI(self, wx.ID_SAVE, self.OnUpdateFileSave) wx.EVT_UPDATE_UI(self, wx.ID_SAVEAS, self.OnUpdateFileSaveAs) wx.EVT_UPDATE_UI(self, wx.ID_UNDO, self.OnUpdateUndo) wx.EVT_UPDATE_UI(self, wx.ID_REDO, self.OnUpdateRedo) wx.EVT_UPDATE_UI(self, wx.ID_PRINT, self.OnUpdatePrint) wx.EVT_UPDATE_UI(self, wx.ID_PRINT_SETUP, self.OnUpdatePrintSetup) wx.EVT_UPDATE_UI(self, wx.ID_PREVIEW, self.OnUpdatePreview) def Destroy(self): """ Destructor. """ self.Clear() wx.EvtHandler.Destroy(self) def GetFlags(self): """ Returns the document manager's flags. This method has been added to wxPython and is not in wxWindows. """ return self._flags def CloseDocument(self, doc, force=True): """ Closes the specified document. """ if doc.Close() or force: doc.DeleteAllViews() if doc in self._docs: doc.Destroy() return True return False def CloseDocuments(self, force=True): """ Closes all currently opened documents. """ for document in self._docs[::-1]: # Close in lifo (reverse) order. We clone the list to make sure we go through all docs even as they are deleted if not self.CloseDocument(document, force): return False document.DeleteAllViews() # Implicitly delete the document when the last view is removed return True def Clear(self, force=True): """ Closes all currently opened document by callling CloseDocuments and clears the document manager's templates. """ if not self.CloseDocuments(force): return False self._templates = [] return True def Initialize(self): """ Initializes data; currently just calls OnCreateFileHistory. Some data cannot always be initialized in the constructor because the programmer must be given the opportunity to override functionality. In fact Initialize is called from the wxDocManager constructor, but this can be vetoed by passing false to the second argument, allowing the derived class's constructor to call Initialize, possibly calling a different OnCreateFileHistory from the default. The bottom line: if you're not deriving from Initialize, forget it and construct wxDocManager with no arguments. """ self.OnCreateFileHistory() return True def OnCreateFileHistory(self): """ A hook to allow a derived class to create a different type of file history. Called from Initialize. """ self._fileHistory = wx.FileHistory() def OnFileClose(self, event): """ Closes and deletes the currently active document. """ doc = self.GetCurrentDocument() if doc: doc.DeleteAllViews() if doc in self._docs: self._docs.remove(doc) def OnFileCloseAll(self, event): """ Closes and deletes all the currently opened documents. """ return self.CloseDocuments(force = False) def OnFileNew(self, event): """ Creates a new document and reads in the selected file. """ self.CreateDocument('', DOC_NEW) def OnFileOpen(self, event): """ Creates a new document and reads in the selected file. """ if not self.CreateDocument('', DEFAULT_DOCMAN_FLAGS): self.OnOpenFileFailure() def OnFileRevert(self, event): """ Reverts the current document by calling wxDocument.Save for the current document. """ doc = self.GetCurrentDocument() if not doc: return doc.Revert() def OnFileSave(self, event): """ Saves the current document by calling wxDocument.Save for the current document. """ doc = self.GetCurrentDocument() if not doc: return doc.Save() def OnFileSaveAs(self, event): """ Calls wxDocument.SaveAs for the current document. """ doc = self.GetCurrentDocument() if not doc: return doc.SaveAs() def OnPrint(self, event): """ Prints the current document by calling its View's OnCreatePrintout method. """ view = self.GetCurrentView() if not view: return printout = view.OnCreatePrintout() if printout: if not hasattr(self, "printData"): self.printData = wx.PrintData() self.printData.SetPaperId(wx.PAPER_LETTER) self.printData.SetPrintMode(wx.PRINT_MODE_PRINTER) pdd = wx.PrintDialogData(self.printData) printer = wx.Printer(pdd) printer.Print(view.GetFrame(), printout) def OnPrintSetup(self, event): """ Presents the print setup dialog. """ view = self.GetCurrentView() if view: parentWin = view.GetFrame() else: parentWin = wx.GetApp().GetTopWindow() if not hasattr(self, "printData"): self.printData = wx.PrintData() self.printData.SetPaperId(wx.PAPER_LETTER) data = wx.PrintDialogData(self.printData) printDialog = wx.PrintDialog(parentWin, data) printDialog.GetPrintDialogData().SetSetupDialog(True) printDialog.ShowModal() # this makes a copy of the wx.PrintData instead of just saving # a reference to the one inside the PrintDialogData that will # be destroyed when the dialog is destroyed self.printData = wx.PrintData(printDialog.GetPrintDialogData().GetPrintData()) printDialog.Destroy() def OnPreview(self, event): """ Previews the current document by calling its View's OnCreatePrintout method. """ view = self.GetCurrentView() if not view: return printout = view.OnCreatePrintout() if printout: if not hasattr(self, "printData"): self.printData = wx.PrintData() self.printData.SetPaperId(wx.PAPER_LETTER) self.printData.SetPrintMode(wx.PRINT_MODE_PREVIEW) data = wx.PrintDialogData(self.printData) # Pass two printout objects: for preview, and possible printing. preview = wx.PrintPreview(printout, view.OnCreatePrintout(), data) if not preview.Ok(): wx.MessageBox(_("Unable to display print preview.")) return # wxWindows source doesn't use base frame's pos, size, and icon, but did it this way so it would work like MS Office etc. mimicFrame = wx.GetApp().GetTopWindow() frame = wx.PreviewFrame(preview, mimicFrame, _("Print Preview"), mimicFrame.GetPosition(), mimicFrame.GetSize()) frame.SetIcon(mimicFrame.GetIcon()) frame.SetTitle(_("%s - %s - Preview") % (mimicFrame.GetTitle(), view.GetDocument().GetPrintableName())) frame.Initialize() frame.Show(True) def OnUndo(self, event): """ Issues an Undo command to the current document's command processor. """ doc = self.GetCurrentDocument() if not doc: return if doc.GetCommandProcessor(): doc.GetCommandProcessor().Undo() def OnRedo(self, event): """ Issues a Redo command to the current document's command processor. """ doc = self.GetCurrentDocument() if not doc: return if doc.GetCommandProcessor(): doc.GetCommandProcessor().Redo() def OnUpdateFileOpen(self, event): """ Updates the user interface for the File Open command. """ event.Enable(True) def OnUpdateFileClose(self, event): """ Updates the user interface for the File Close command. """ event.Enable(self.GetCurrentDocument() != None) def OnUpdateFileCloseAll(self, event): """ Updates the user interface for the File Close All command. """ event.Enable(self.GetCurrentDocument() != None) def OnUpdateFileRevert(self, event): """ Updates the user interface for the File Revert command. """ event.Enable(self.GetCurrentDocument() != None) def OnUpdateFileNew(self, event): """ Updates the user interface for the File New command. """ return True def OnUpdateFileSave(self, event): """ Updates the user interface for the File Save command. """ doc = self.GetCurrentDocument() event.Enable(doc != None and doc.IsModified()) def OnUpdateFileSaveAs(self, event): """ Updates the user interface for the File Save As command. """ event.Enable(self.GetCurrentDocument() != None and self.GetCurrentDocument().GetWriteable()) def OnUpdateUndo(self, event): """ Updates the user interface for the Undo command. """ doc = self.GetCurrentDocument() event.Enable(doc != None and doc.GetCommandProcessor() != None and doc.GetCommandProcessor().CanUndo()) if doc and doc.GetCommandProcessor(): doc.GetCommandProcessor().SetMenuStrings() else: event.SetText(_("&Undo\tCtrl+Z")) def OnUpdateRedo(self, event): """ Updates the user interface for the Redo command. """ doc = self.GetCurrentDocument() event.Enable(doc != None and doc.GetCommandProcessor() != None and doc.GetCommandProcessor().CanRedo()) if doc and doc.GetCommandProcessor(): doc.GetCommandProcessor().SetMenuStrings() else: event.SetText(_("&Redo\tCtrl+Y")) def OnUpdatePrint(self, event): """ Updates the user interface for the Print command. """ event.Enable(self.GetCurrentDocument() != None) def OnUpdatePrintSetup(self, event): """ Updates the user interface for the Print Setup command. """ return True def OnUpdatePreview(self, event): """ Updates the user interface for the Print Preview command. """ event.Enable(self.GetCurrentDocument() != None) def GetCurrentView(self): """ Returns the currently active view. """ if self._currentView: return self._currentView if len(self._docs) == 1: return self._docs[0].GetFirstView() return None def GetLastActiveView(self): """ Returns the last active view. This is used in the SDI framework where dialogs can be mistaken for a view and causes the framework to deactivete the current view. This happens when something like a custom dialog box used to operate on the current view is shown. """ if len(self._docs) >= 1: return self._lastActiveView else: return None def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ view = self.GetCurrentView() if view: if view.ProcessEvent(event): return True id = event.GetId() if id == wx.ID_OPEN: self.OnFileOpen(event) return True elif id == wx.ID_CLOSE: self.OnFileClose(event) return True elif id == wx.ID_CLOSE_ALL: self.OnFileCloseAll(event) return True elif id == wx.ID_REVERT: self.OnFileRevert(event) return True elif id == wx.ID_NEW: self.OnFileNew(event) return True elif id == wx.ID_SAVE: self.OnFileSave(event) return True elif id == wx.ID_SAVEAS: self.OnFileSaveAs(event) return True elif id == wx.ID_UNDO: self.OnUndo(event) return True elif id == wx.ID_REDO: self.OnRedo(event) return True elif id == wx.ID_PRINT: self.OnPrint(event) return True elif id == wx.ID_PRINT_SETUP: self.OnPrintSetup(event) return True elif id == wx.ID_PREVIEW: self.OnPreview(event) return True else: return False def ProcessUpdateUIEvent(self, event): """ Processes a UI event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ id = event.GetId() view = self.GetCurrentView() if view: if view.ProcessUpdateUIEvent(event): return True if id == wx.ID_OPEN: self.OnUpdateFileOpen(event) return True elif id == wx.ID_CLOSE: self.OnUpdateFileClose(event) return True elif id == wx.ID_CLOSE_ALL: self.OnUpdateFileCloseAll(event) return True elif id == wx.ID_REVERT: self.OnUpdateFileRevert(event) return True elif id == wx.ID_NEW: self.OnUpdateFileNew(event) return True elif id == wx.ID_SAVE: self.OnUpdateFileSave(event) return True elif id == wx.ID_SAVEAS: self.OnUpdateFileSaveAs(event) return True elif id == wx.ID_UNDO: self.OnUpdateUndo(event) return True elif id == wx.ID_REDO: self.OnUpdateRedo(event) return True elif id == wx.ID_PRINT: self.OnUpdatePrint(event) return True elif id == wx.ID_PRINT_SETUP: self.OnUpdatePrintSetup(event) return True elif id == wx.ID_PREVIEW: self.OnUpdatePreview(event) return True else: return False def CreateDocument(self, path, flags=0): """ Creates a new document in a manner determined by the flags parameter, which can be: wx.lib.docview.DOC_NEW Creates a fresh document. wx.lib.docview.DOC_SILENT Silently loads the given document file. If wx.lib.docview.DOC_NEW is present, a new document will be created and returned, possibly after asking the user for a template to use if there is more than one document template. If wx.lib.docview.DOC_SILENT is present, a new document will be created and the given file loaded into it. If neither of these flags is present, the user will be presented with a file selector for the file to load, and the template to use will be determined by the extension (Windows) or by popping up a template choice list (other platforms). If the maximum number of documents has been reached, this function will delete the oldest currently loaded document before creating a new one. wxPython version supports the document manager's wx.lib.docview.DOC_OPEN_ONCE and wx.lib.docview.DOC_NO_VIEW flag. if wx.lib.docview.DOC_OPEN_ONCE is present, trying to open the same file multiple times will just return the same document. if wx.lib.docview.DOC_NO_VIEW is present, opening a file will generate the document, but not generate a corresponding view. """ templates = [] for temp in self._templates: if temp.IsVisible(): templates.append(temp) if len(templates) == 0: return None if len(self.GetDocuments()) >= self._maxDocsOpen: doc = self.GetDocuments()[0] if not self.CloseDocument(doc, False): return None if flags & DOC_NEW: for temp in templates[:]: if not temp.IsNewable(): templates.remove(temp) if len(templates) == 1: temp = templates[0] else: temp = self.SelectDocumentType(templates) if temp: newDoc = temp.CreateDocument(path, flags) if newDoc: newDoc.SetDocumentName(temp.GetDocumentName()) newDoc.SetDocumentTemplate(temp) newDoc.OnNewDocument() return newDoc else: return None if path and flags & DOC_SILENT: temp = self.FindTemplateForPath(path) else: temp, path = self.SelectDocumentPath(templates, path, flags) # Existing document if path and self.GetFlags() & DOC_OPEN_ONCE: for document in self._docs: if document.GetFilename() and os.path.normcase(document.GetFilename()) == os.path.normcase(path): """ check for file modification outside of application """ if not document.IsDocumentModificationDateCorrect(): msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("Warning") shortName = document.GetPrintableName() res = wx.MessageBox(_("'%s' has been modified outside of %s. Reload '%s' from file system?") % (shortName, msgTitle, shortName), msgTitle, wx.YES_NO | wx.ICON_QUESTION, self.FindSuitableParent()) if res == wx.YES: if not self.CloseDocument(document, False): wx.MessageBox(_("Couldn't reload '%s'. Unable to close current '%s'.") % (shortName, shortName)) return None return self.CreateDocument(path, flags) elif res == wx.NO: # don't ask again document.SetDocumentModificationDate() firstView = document.GetFirstView() if not firstView and not (flags & DOC_NO_VIEW): document.GetDocumentTemplate().CreateView(document, flags) document.UpdateAllViews() firstView = document.GetFirstView() if firstView and firstView.GetFrame() and not (flags & DOC_NO_VIEW): firstView.GetFrame().SetFocus() # Not in wxWindows code but useful nonetheless if hasattr(firstView.GetFrame(), "IsIconized") and firstView.GetFrame().IsIconized(): # Not in wxWindows code but useful nonetheless firstView.GetFrame().Iconize(False) return None if temp: newDoc = temp.CreateDocument(path, flags) if newDoc: newDoc.SetDocumentName(temp.GetDocumentName()) newDoc.SetDocumentTemplate(temp) if not newDoc.OnOpenDocument(path): newDoc.DeleteAllViews() # Implicitly deleted by DeleteAllViews frame = newDoc.GetFirstView().GetFrame() if frame: frame.Destroy() # DeleteAllViews doesn't get rid of the frame, so we'll explicitly destroy it. return None self.AddFileToHistory(path) return newDoc return None def CreateView(self, doc, flags=0): """ Creates a new view for the given document. If more than one view is allowed for the document (by virtue of multiple templates mentioning the same document type), a choice of view is presented to the user. """ templates = [] for temp in self._templates: if temp.IsVisible(): if temp.GetDocumentName() == doc.GetDocumentName(): templates.append(temp) if len(templates) == 0: return None if len(templates) == 1: temp = templates[0] view = temp.CreateView(doc, flags) if view: view.SetViewName(temp.GetViewName()) return view temp = SelectViewType(templates) if temp: view = temp.CreateView(doc, flags) if view: view.SetViewName(temp.GetViewName()) return view else: return None def DeleteTemplate(self, template, flags): """ Placeholder, not yet implemented in wxWindows. """ pass def FlushDoc(self, doc): """ Placeholder, not yet implemented in wxWindows. """ return False def MatchTemplate(self, path): """ Placeholder, not yet implemented in wxWindows. """ return None def GetCurrentDocument(self): """ Returns the document associated with the currently active view (if any). """ view = self.GetCurrentView() if view: return view.GetDocument() else: return None def MakeDefaultName(self): """ Returns a suitable default name. This is implemented by appending an integer counter to the string "Untitled" and incrementing the counter. """ name = _("Untitled %d") % self._defaultDocumentNameCounter self._defaultDocumentNameCounter = self._defaultDocumentNameCounter + 1 return name def MakeFrameTitle(self): """ Returns a suitable title for a document frame. This is implemented by appending the document name to the application name. """ appName = wx.GetApp().GetAppName() if not doc: title = appName else: docName = doc.GetPrintableName() title = docName + _(" - ") + appName return title def AddFileToHistory(self, fileName): """ Adds a file to the file history list, if we have a pointer to an appropriate file menu. """ if self._fileHistory: self._fileHistory.AddFileToHistory(fileName) def RemoveFileFromHistory(self, i): """ Removes a file from the file history list, if we have a pointer to an appropriate file menu. """ if self._fileHistory: self._fileHistory.RemoveFileFromHistory(i) def GetFileHistory(self): """ Returns the file history. """ return self._fileHistory def GetHistoryFile(self, i): """ Returns the file at index i from the file history. """ if self._fileHistory: return self._fileHistory.GetHistoryFile(i) else: return None def FileHistoryUseMenu(self, menu): """ Use this menu for appending recently-visited document filenames, for convenient access. Calling this function with a valid menu enables the history list functionality. Note that you can add multiple menus using this function, to be managed by the file history object. """ if self._fileHistory: self._fileHistory.UseMenu(menu) def FileHistoryRemoveMenu(self, menu): """ Removes the given menu from the list of menus managed by the file history object. """ if self._fileHistory: self._fileHistory.RemoveMenu(menu) def FileHistoryLoad(self, config): """ Loads the file history from a config object. """ if self._fileHistory: self._fileHistory.Load(config) def FileHistorySave(self, config): """ Saves the file history into a config object. This must be called explicitly by the application. """ if self._fileHistory: self._fileHistory.Save(config) def FileHistoryAddFilesToMenu(self, menu=None): """ Appends the files in the history list, to all menus managed by the file history object. If menu is specified, appends the files in the history list to the given menu only. """ if self._fileHistory: if menu: self._fileHistory.AddFilesToThisMenu(menu) else: self._fileHistory.AddFilesToMenu() def GetHistoryFilesCount(self): """ Returns the number of files currently stored in the file history. """ if self._fileHistory: return self._fileHistory.GetNoHistoryFiles() else: return 0 def FindTemplateForPath(self, path): """ Given a path, try to find template that matches the extension. This is only an approximate method of finding a template for creating a document. Note this wxPython verson looks for and returns a default template if no specific template is found. """ default = None for temp in self._templates: if temp.FileMatchesTemplate(path): return temp if "*.*" in temp.GetFileFilter(): default = temp return default def FindSuitableParent(self): """ Returns a parent frame or dialog, either the frame with the current focus or if there is no current focus the application's top frame. """ parent = wx.GetApp().GetTopWindow() focusWindow = wx.Window_FindFocus() if focusWindow: while focusWindow and not isinstance(focusWindow, wx.Dialog) and not isinstance(focusWindow, wx.Frame): focusWindow = focusWindow.GetParent() if focusWindow: parent = focusWindow return parent def SelectDocumentPath(self, templates, flags, save): """ Under Windows, pops up a file selector with a list of filters corresponding to document templates. The wxDocTemplate corresponding to the selected file's extension is returned. On other platforms, if there is more than one document template a choice list is popped up, followed by a file selector. This function is used in wxDocManager.CreateDocument. """ if wx.Platform == "__WXMSW__" or wx.Platform == "__WXGTK__" or wx.Platform == "__WXMAC__": descr = '' for temp in templates: if temp.IsVisible(): if len(descr) > 0: descr = descr + _('|') descr = descr + temp.GetDescription() + _(" (") + temp.GetFileFilter() + _(") |") + temp.GetFileFilter() # spacing is important, make sure there is no space after the "|", it causes a bug on wx_gtk descr = _("All|*.*|%s") % descr # spacing is important, make sure there is no space after the "|", it causes a bug on wx_gtk else: descr = _("*.*") dlg = wx.FileDialog(self.FindSuitableParent(), _("Select a File"), wildcard=descr, style=wx.OPEN|wx.FILE_MUST_EXIST|wx.CHANGE_DIR) # dlg.CenterOnParent() # wxBug: caused crash with wx.FileDialog if dlg.ShowModal() == wx.ID_OK: path = dlg.GetPath() else: path = None dlg.Destroy() if path: theTemplate = self.FindTemplateForPath(path) return (theTemplate, path) return (None, None) def OnOpenFileFailure(self): """ Called when there is an error opening a file. """ pass def SelectDocumentType(self, temps, sort=False): """ Returns a document template by asking the user (if there is more than one template). This function is used in wxDocManager.CreateDocument. Parameters templates - list of templates from which to choose a desired template. sort - If more than one template is passed in in templates, then this parameter indicates whether the list of templates that the user will have to choose from is sorted or not when shown the choice box dialog. Default is false. """ templates = [] for temp in temps: if temp.IsVisible(): want = True for temp2 in templates: if temp.GetDocumentName() == temp2.GetDocumentName() and temp.GetViewName() == temp2.GetViewName(): want = False break if want: templates.append(temp) if len(templates) == 0: return None elif len(templates) == 1: return template[0] if sort: def tempcmp(a, b): return cmp(a.GetDescription(), b.GetDescription()) templates.sort(tempcmp) strings = [] for temp in templates: strings.append(temp.GetDescription()) res = wx.GetSingleChoiceIndex(_("Select a document type:"), _("Documents"), strings, self.FindSuitableParent()) if res == -1: return None return templates[res] def SelectViewType(self, temps, sort=False): """ Returns a document template by asking the user (if there is more than one template), displaying a list of valid views. This function is used in wxDocManager::CreateView. The dialog normally will not appear because the array of templates only contains those relevant to the document in question, and often there will only be one such. """ templates = [] strings = [] for temp in temps: if temp.IsVisible() and temp.GetViewTypeName(): if temp.GetViewName() not in strings: templates.append(temp) strings.append(temp.GetViewTypeName()) if len(templates) == 0: return None elif len(templates) == 1: return templates[0] if sort: def tempcmp(a, b): return cmp(a.GetViewTypeName(), b.GetViewTypeName()) templates.sort(tempcmp) res = wx.GetSingleChoiceIndex(_("Select a document view:"), _("Views"), strings, self.FindSuitableParent()) if res == -1: return None return templates[res] def GetTemplates(self): """ Returns the document manager's template list. This method has been added to wxPython and is not in wxWindows. """ return self._templates def AssociateTemplate(self, docTemplate): """ Adds the template to the document manager's template list. """ if docTemplate not in self._templates: self._templates.append(docTemplate) def DisassociateTemplate(self, docTemplate): """ Removes the template from the list of templates. """ self._templates.remove(docTemplate) def AddDocument(self, document): """ Adds the document to the list of documents. """ if document not in self._docs: self._docs.append(document) def RemoveDocument(self, doc): """ Removes the document from the list of documents. """ if doc in self._docs: self._docs.remove(doc) def ActivateView(self, view, activate=True, deleting=False): """ Sets the current view. """ if activate: self._currentView = view self._lastActiveView = view else: self._currentView = None def GetMaxDocsOpen(self): """ Returns the number of documents that can be open simultaneously. """ return self._maxDocsOpen def SetMaxDocsOpen(self, maxDocsOpen): """ Sets the maximum number of documents that can be open at a time. By default, this is 10,000. If you set it to 1, existing documents will be saved and deleted when the user tries to open or create a new one (similar to the behaviour of Windows Write, for example). Allowing multiple documents gives behaviour more akin to MS Word and other Multiple Document Interface applications. """ self._maxDocsOpen = maxDocsOpen def GetDocuments(self): """ Returns the list of documents. """ return self._docs class DocParentFrame(wx.Frame): """ The wxDocParentFrame class provides a default top-level frame for applications using the document/view framework. This class can only be used for SDI (not MDI) parent frames. It cooperates with the wxView, wxDocument, wxDocManager and wxDocTemplates classes. """ def __init__(self, manager, frame, id, title, pos=wx.DefaultPosition, size=wx.DefaultSize, style=wx.DEFAULT_FRAME_STYLE, name="frame"): """ Constructor. Note that the event table must be rebuilt for the frame since the EvtHandler is not virtual. """ wx.Frame.__init__(self, frame, id, title, pos, size, style) self._docManager = manager wx.EVT_CLOSE(self, self.OnCloseWindow) wx.EVT_MENU(self, wx.ID_EXIT, self.OnExit) wx.EVT_MENU_RANGE(self, wx.ID_FILE1, wx.ID_FILE9, self.OnMRUFile) wx.EVT_MENU(self, wx.ID_NEW, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_OPEN, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE_ALL, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REVERT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVEAS, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_UNDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT_SETUP, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PREVIEW, self.ProcessEvent) wx.EVT_UPDATE_UI(self, wx.ID_NEW, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_OPEN, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE_ALL, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REVERT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVEAS, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_UNDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT_SETUP, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PREVIEW, self.ProcessUpdateUIEvent) def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return self._docManager and self._docManager.ProcessEvent(event) def ProcessUpdateUIEvent(self, event): """ Processes a UI event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return self._docManager and self._docManager.ProcessUpdateUIEvent(event) def OnExit(self, event): """ Called when File/Exit is chosen and closes the window. """ self.Close() def OnMRUFile(self, event): """ Opens the appropriate file when it is selected from the file history menu. """ n = event.GetId() - wx.ID_FILE1 filename = self._docManager.GetHistoryFile(n) if filename: self._docManager.CreateDocument(filename, DOC_SILENT) else: self._docManager.RemoveFileFromHistory(n) msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("File Error") wx.MessageBox("The file '%s' doesn't exist and couldn't be opened.\nIt has been removed from the most recently used files list" % FileNameFromPath(file), msgTitle, wx.OK | wx.ICON_EXCLAMATION, self) def OnCloseWindow(self, event): """ Deletes all views and documents. If no user input cancelled the operation, the frame will be destroyed and the application will exit. """ if self._docManager.Clear(not event.CanVeto()): self.Destroy() else: event.Veto() class DocChildFrame(wx.Frame): """ The wxDocChildFrame class provides a default frame for displaying documents on separate windows. This class can only be used for SDI (not MDI) child frames. The class is part of the document/view framework supported by wxWindows, and cooperates with the wxView, wxDocument, wxDocManager and wxDocTemplate classes. """ def __init__(self, doc, view, frame, id, title, pos=wx.DefaultPosition, size=wx.DefaultSize, style=wx.DEFAULT_FRAME_STYLE, name="frame"): """ Constructor. Note that the event table must be rebuilt for the frame since the EvtHandler is not virtual. """ wx.Frame.__init__(self, frame, id, title, pos, size, style, name) wx.EVT_ACTIVATE(self, self.OnActivate) wx.EVT_CLOSE(self, self.OnCloseWindow) self._childDocument = doc self._childView = view if view: view.SetFrame(self) wx.EVT_MENU(self, wx.ID_NEW, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_OPEN, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE_ALL, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REVERT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVEAS, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_UNDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT_SETUP, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PREVIEW, self.ProcessEvent) wx.EVT_UPDATE_UI(self, wx.ID_NEW, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_OPEN, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE_ALL, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REVERT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVEAS, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_UNDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT_SETUP, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PREVIEW, self.ProcessUpdateUIEvent) def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ if self._childView: self._childView.Activate(True) if not self._childView or not self._childView.ProcessEvent(event): # IsInstance not working, but who cares just send all the commands up since this isn't a real ProcessEvent like wxWindows # if not isinstance(event, wx.CommandEvent) or not self.GetParent() or not self.GetParent().ProcessEvent(event): if not self.GetParent() or not self.GetParent().ProcessEvent(event): return False else: return True else: return True def ProcessUpdateUIEvent(self, event): """ Processes a UI event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ if self.GetParent(): self.GetParent().ProcessUpdateUIEvent(event) else: return False def OnActivate(self, event): """ Activates the current view. """ # wx.Frame.OnActivate(event) This is in the wxWindows docview demo but there is no such method in wxPython, so do a Raise() instead if self._childView: self._childView.Activate(event.GetActive()) def OnCloseWindow(self, event): """ Closes and deletes the current view and document. """ if self._childView: ans = False if not event.CanVeto(): ans = True else: ans = self._childView.Close(deleteWindow = False) if ans: self._childView.Activate(False) self._childView.Destroy() self._childView = None if self._childDocument: self._childDocument.Destroy() # This isn't in the wxWindows codebase but the document needs to be disposed of somehow self._childDocument = None self.Destroy() else: event.Veto() else: event.Veto() def GetDocument(self): """ Returns the document associated with this frame. """ return self._childDocument def SetDocument(self, document): """ Sets the document for this frame. """ self._childDocument = document def GetView(self): """ Returns the view associated with this frame. """ return self._childView def SetView(self, view): """ Sets the view for this frame. """ self._childView = view class DocMDIParentFrame(wx.MDIParentFrame): """ The wxDocMDIParentFrame class provides a default top-level frame for applications using the document/view framework. This class can only be used for MDI parent frames. It cooperates with the wxView, wxDocument, wxDocManager and wxDocTemplate classes. """ def __init__(self, manager, frame, id, title, pos=wx.DefaultPosition, size=wx.DefaultSize, style=wx.DEFAULT_FRAME_STYLE, name="frame"): """ Constructor. Note that the event table must be rebuilt for the frame since the EvtHandler is not virtual. """ wx.MDIParentFrame.__init__(self, frame, id, title, pos, size, style, name) self._docManager = manager wx.EVT_CLOSE(self, self.OnCloseWindow) wx.EVT_MENU(self, wx.ID_EXIT, self.OnExit) wx.EVT_MENU_RANGE(self, wx.ID_FILE1, wx.ID_FILE9, self.OnMRUFile) wx.EVT_MENU(self, wx.ID_NEW, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_OPEN, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE_ALL, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_CLOSE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REVERT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVE, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_SAVEAS, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_UNDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_REDO, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PRINT_SETUP, self.ProcessEvent) wx.EVT_MENU(self, wx.ID_PREVIEW, self.ProcessEvent) wx.EVT_UPDATE_UI(self, wx.ID_NEW, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_OPEN, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE_ALL, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_CLOSE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REVERT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVE, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_SAVEAS, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_UNDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_REDO, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PRINT_SETUP, self.ProcessUpdateUIEvent) wx.EVT_UPDATE_UI(self, wx.ID_PREVIEW, self.ProcessUpdateUIEvent) def ProcessEvent(self, event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return self._docManager and self._docManager.ProcessEvent(event) def ProcessUpdateUIEvent(self, event): """ Processes a UI event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ return self._docManager and self._docManager.ProcessUpdateUIEvent(event) def OnExit(self, event): """ Called when File/Exit is chosen and closes the window. """ self.Close() def OnMRUFile(self, event): """ Opens the appropriate file when it is selected from the file history menu. """ n = event.GetId() - wx.ID_FILE1 filename = self._docManager.GetHistoryFile(n) if filename: self._docManager.CreateDocument(filename, DOC_SILENT) else: self._docManager.RemoveFileFromHistory(n) msgTitle = wx.GetApp().GetAppName() if not msgTitle: msgTitle = _("File Error") wx.MessageBox("The file '%s' doesn't exist and couldn't be opened.\nIt has been removed from the most recently used files list" % FileNameFromPath(file), msgTitle, wx.OK | wx.ICON_EXCLAMATION, self) def OnCloseWindow(self, event): """ Deletes all views and documents. If no user input cancelled the operation, the frame will be destroyed and the application will exit. """ if self._docManager.Clear(not event.CanVeto()): self.Destroy() else: event.Veto() class DocMDIChildFrame(wx.MDIChildFrame): """ The wxDocMDIChildFrame class provides a default frame for displaying documents on separate windows. This class can only be used for MDI child frames. The class is part of the document/view framework supported by wxWindows, and cooperates with the wxView, wxDocument, wxDocManager and wxDocTemplate classes. """ def __init__(self, doc, view, frame, id, title, pos=wx.DefaultPosition, size=wx.DefaultSize, style=wx.DEFAULT_FRAME_STYLE, name="frame"): """ Constructor. Note that the event table must be rebuilt for the frame since the EvtHandler is not virtual. """ wx.MDIChildFrame.__init__(self, frame, id, title, pos, size, style, name) self._childDocument = doc self._childView = view if view: view.SetFrame(self) # self.Create(doc, view, frame, id, title, pos, size, style, name) self._activeEvent = None self._activated = 0 wx.EVT_ACTIVATE(self, self.OnActivate) wx.EVT_CLOSE(self, self.OnCloseWindow) if frame: # wxBug: For some reason the EVT_ACTIVATE event is not getting triggered for the first mdi client window that is opened so we have to do it manually mdiChildren = filter(lambda x: isinstance(x, wx.MDIChildFrame), frame.GetChildren()) if len(mdiChildren) == 1: self.Activate() ## # Couldn't get this to work, but seems to work fine with single stage construction ## def Create(self, doc, view, frame, id, title, pos, size, style, name): ## self._childDocument = doc ## self._childView = view ## if wx.MDIChildFrame.Create(self, frame, id, title, pos, size, style, name): ## if view: ## view.SetFrame(self) ## return True ## return False def Activate(self): # Need this in case there are embedded sash windows and such, OnActivate is not getting called """ Activates the current view. """ if self._childView: self._childView.Activate(True) def ProcessEvent(event): """ Processes an event, searching event tables and calling zero or more suitable event handler function(s). Note that the ProcessEvent method is called from the wxPython docview framework directly since wxPython does not have a virtual ProcessEvent function. """ if self._activeEvent == event: return False self._activeEvent = event # Break recursion loops if self._childView: self._childView.Activate(True) if not self._childView or not self._childView.ProcessEvent(event): if not isinstance(event, wx.CommandEvent) or not self.GetParent() or not self.GetParent().ProcessEvent(event): ret = False else: ret = True else: ret = True self._activeEvent = None return ret def OnActivate(self, event): """ Sets the currently active view to be the frame's view. You may need to override (but still call) this function in order to set the keyboard focus for your subwindow. """ if self._activated != 0: return True self._activated += 1 wx.MDIChildFrame.Activate(self) if event.GetActive() and self._childView: self._childView.Activate(event.GetActive()) self._activated = 0 def OnCloseWindow(self, event): """ Closes and deletes the current view and document. """ if self._childView: ans = False if not event.CanVeto(): ans = True else: ans = self._childView.Close(deleteWindow = False) if ans: self._childView.Activate(False) self._childView.Destroy() self._childView = None if self._childDocument: # This isn't in the wxWindows codebase but the document needs to be disposed of somehow self._childDocument.DeleteContents() if self._childDocument.GetDocumentManager(): self._childDocument.GetDocumentManager().RemoveDocument(self._childDocument) self._childDocument = None self.Destroy() else: event.Veto() else: event.Veto() def GetDocument(self): """ Returns the document associated with this frame. """ return self._childDocument def SetDocument(self, document): """ Sets the document for this frame. """ self._childDocument = document def GetView(self): """ Returns the view associated with this frame. """ return self._childView def SetView(self, view): """ Sets the view for this frame. """ self._childView = view def OnTitleIsModified(self): """ Add/remove to the frame's title an indication that the document is dirty. If the document is dirty, an '*' is appended to the title This method has been added to wxPython and is not in wxWindows. """ title = self.GetTitle() if title: if self.GetDocument().IsModified(): if title.endswith("*"): return else: title = title + "*" self.SetTitle(title) else: if title.endswith("*"): title = title[:-1] self.SetTitle(title) else: return class DocPrintout(wx.Printout): """ DocPrintout is a default Printout that prints the first page of a document view. """ def __init__(self, view, title="Printout"): """ Constructor. """ wx.Printout.__init__(self, title) self._printoutView = view def GetView(self): """ Returns the DocPrintout's view. """ return self._printoutView def OnPrintPage(self, page): """ Prints the first page of the view. """ dc = self.GetDC() ppiScreenX, ppiScreenY = self.GetPPIScreen() ppiPrinterX, ppiPrinterY = self.GetPPIPrinter() scale = ppiPrinterX/ppiScreenX w, h = dc.GetSize() pageWidth, pageHeight = self.GetPageSizePixels() overallScale = scale * w / pageWidth dc.SetUserScale(overallScale, overallScale) if self._printoutView: self._printoutView.OnDraw(dc) return True def HasPage(self, pageNum): """ Indicates that the DocPrintout only has a single page. """ return pageNum == 1 def GetPageInfo(self): """ Indicates that the DocPrintout only has a single page. """ minPage = 1 maxPage = 1 selPageFrom = 1 selPageTo = 1 return (minPage, maxPage, selPageFrom, selPageTo) #---------------------------------------------------------------------- # Command Classes #---------------------------------------------------------------------- class Command(wx.Object): """ wxCommand is a base class for modelling an application command, which is an action usually performed by selecting a menu item, pressing a toolbar button or any other means provided by the application to change the data or view. """ def __init__(self, canUndo = False, name = None): """ Constructor. wxCommand is an abstract class, so you will need to derive a new class and call this constructor from your own constructor. canUndo tells the command processor whether this command is undo-able. You can achieve the same functionality by overriding the CanUndo member function (if for example the criteria for undoability is context- dependent). name must be supplied for the command processor to display the command name in the application's edit menu. """ self._canUndo = canUndo self._name = name def CanUndo(self): """ Returns true if the command can be undone, false otherwise. """ return self._canUndo def GetName(self): """ Returns the command name. """ return self._name def Do(self): """ Override this member function to execute the appropriate action when called. Return true to indicate that the action has taken place, false otherwise. Returning false will indicate to the command processor that the action is not undoable and should not be added to the command history. """ return True def Undo(self): """ Override this member function to un-execute a previous Do. Return true to indicate that the action has taken place, false otherwise. Returning false will indicate to the command processor that the action is not redoable and no change should be made to the command history. How you implement this command is totally application dependent, but typical strategies include: Perform an inverse operation on the last modified piece of data in the document. When redone, a copy of data stored in command is pasted back or some operation reapplied. This relies on the fact that you know the ordering of Undos; the user can never Undo at an arbitrary position in he command history. Restore the entire document state (perhaps using document transactioning). Potentially very inefficient, but possibly easier to code if the user interface and data are complex, and an 'inverse execute' operation is hard to write. """ return True class CommandProcessor(wx.Object): """ wxCommandProcessor is a class that maintains a history of wxCommands, with undo/redo functionality built-in. Derive a new class from this if you want different behaviour. """ def __init__(self, maxCommands=-1): """ Constructor. maxCommands may be set to a positive integer to limit the number of commands stored to it, otherwise (and by default) the list of commands can grow arbitrarily. """ self._maxCommands = maxCommands self._editMenu = None self._undoAccelerator = _("Ctrl+Z") self._redoAccelerator = _("Ctrl+Y") self.ClearCommands() def _GetCurrentCommand(self): if len(self._commands) == 0: return None else: return self._commands[-1] def _GetCurrentRedoCommand(self): if len(self._redoCommands) == 0: return None else: return self._redoCommands[-1] def GetMaxCommands(self): """ Returns the maximum number of commands that the command processor stores. """ return self._maxCommands def GetCommands(self): """ Returns the list of commands. """ return self._commands def ClearCommands(self): """ Deletes all the commands in the list and sets the current command pointer to None. """ self._commands = [] self._redoCommands = [] def GetEditMenu(self): """ Returns the edit menu associated with the command processor. """ return self._editMenu def SetEditMenu(self, menu): """ Tells the command processor to update the Undo and Redo items on this menu as appropriate. Set this to NULL if the menu is about to be destroyed and command operations may still be performed, or the command processor may try to access an invalid pointer. """ self._editMenu = menu def GetUndoAccelerator(self): """ Returns the string that will be appended to the Undo menu item. """ return self._undoAccelerator def SetUndoAccelerator(self, accel): """ Sets the string that will be appended to the Redo menu item. """ self._undoAccelerator = accel def GetRedoAccelerator(self): """ Returns the string that will be appended to the Redo menu item. """ return self._redoAccelerator def SetRedoAccelerator(self, accel): """ Sets the string that will be appended to the Redo menu item. """ self._redoAccelerator = accel def SetEditMenu(self, menu): """ Tells the command processor to update the Undo and Redo items on this menu as appropriate. Set this to NULL if the menu is about to be destroyed and command operations may still be performed, or the command processor may try to access an invalid pointer. """ self._editMenu = menu def SetMenuStrings(self): """ Sets the menu labels according to the currently set menu and the current command state. """ if self.GetEditMenu() != None: undoCommand = self._GetCurrentCommand() redoCommand = self._GetCurrentRedoCommand() undoItem = self.GetEditMenu().FindItemById(wx.ID_UNDO) redoItem = self.GetEditMenu().FindItemById(wx.ID_REDO) if self.GetUndoAccelerator(): undoAccel = '\t' + self.GetUndoAccelerator() else: undoAccel = '' if self.GetRedoAccelerator(): redoAccel = '\t' + self.GetRedoAccelerator() else: redoAccel = '' if undoCommand and undoItem and undoCommand.CanUndo(): undoItem.SetText(_("&Undo ") + undoCommand.GetName() + undoAccel) #elif undoCommand and not undoCommand.CanUndo(): # undoItem.SetText(_("Can't Undo") + undoAccel) else: undoItem.SetText(_("&Undo" + undoAccel)) if redoCommand and redoItem: redoItem.SetText(_("&Redo ") + redoCommand.GetName() + redoAccel) else: redoItem.SetText(_("&Redo") + redoAccel) def CanUndo(self): """ Returns true if the currently-active command can be undone, false otherwise. """ if self._GetCurrentCommand() == None: return False return self._GetCurrentCommand().CanUndo() def CanRedo(self): """ Returns true if the currently-active command can be redone, false otherwise. """ return self._GetCurrentRedoCommand() != None def Submit(self, command, storeIt=True): """ Submits a new command to the command processor. The command processor calls wxCommand::Do to execute the command; if it succeeds, the command is stored in the history list, and the associated edit menu (if any) updated appropriately. If it fails, the command is deleted immediately. Once Submit has been called, the passed command should not be deleted directly by the application. storeIt indicates whether the successful command should be stored in the history list. """ done = command.Do() if done: del self._redoCommands[:] if storeIt: self._commands.append(command) if self._maxCommands > -1: if len(self._commands) > self._maxCommands: del self._commands[0] return done def Redo(self): """ Redoes the command just undone. """ cmd = self._GetCurrentRedoCommand() if not cmd: return False done = cmd.Do() if done: self._commands.append(self._redoCommands.pop()) return done def Undo(self): """ Undoes the command just executed. """ cmd = self._GetCurrentCommand() if not cmd: return False done = cmd.Undo() if done: self._redoCommands.append(self._commands.pop()) return done
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#!/usr/bin/env python3 # -*- coding: utf8 -*- from __future__ import print_function # new print() on python2 from datetime import datetime import sys import numpy as np from mnist import MNIST # Display full arrays np.set_printoptions(threshold=np.inf) mndata = MNIST('./data') images_full, labels_full = mndata.load_training() images = [] labels = [] # dynamic arguments batch_size = int(sys.argv[1]) size_1 = int(sys.argv[2]) size_2 = int(sys.argv[3]) batch_training_size = int(sys.argv[4]) data_part = 5 # only one fifth of the whole dataset to speed up training for i in range(len(labels_full) // batch_size // data_part): images.append(images_full[i*batch_size : (i+1)*batch_size]) labels.append(labels_full[i*batch_size : (i+1)*batch_size]) def sigmoid_prime(x): return np.exp(-x) / ((np.exp(-x) + 1) ** 2) def sigmoid(x): return 1 / (1 + np.exp(-x)) # nowe, przyda się? def relu(x): return np.maximum(x, x * 0.01) def relu_prime(x): if x >= 0: return 1 # ej nie jest tak xd # a jak xd? type(x) == no.ndarray # no x to macierz xd # np.exp jest przeładowane ale jakakoleiwk funkcja to chyba nie # to co foreach ? :( # właśnie nie wiem, a co z gpu? # to miało być szybsze a nie xd # mamy duzo mozliwosci zmian ale nie na raz trzeba ustalic jakos # hm TODO gpu TODO wincyj procent TODO gui gotowe # xd # tamto myliło hah # to co najpierw? :p # ssh daje wglad do basha tylko tak ? # nie, to jest taki fajny programik, byobu # i ten pasek na dole też jest z byobu # on udostepnia tylko basha ? # tak, ale basha multiplayer xd # szkoda że 2 kursorow nie ma # hm return 0.01 # chyba tak xd nikt nie widzial xd # ale x to macierz :p # ale to jest przeciazone i jak jest funkcja od macierzy to bierze po kolei kazdy element # w sumie # zobacze na drugiej karcie xd #X = np.array([[0, 0], # [0, 1], # [1, 0], # [1, 1]]) #X = np.array(images) y = [] for batch in labels: y.append([]) for label in batch: y[-1].append([1.0 if i == label else 0.0 for i in range(10)]) y = np.array(y) #y = np.array([[0], # [1], # [1], # [0]]) np.random.seed(1) LEN = len(labels) SIZES = [ 784, size_1, size_2, 10 ] syn0 = 2 * np.random.random((SIZES[0], SIZES[1])) - 1 syn1 = 2 * np.random.random((SIZES[1], SIZES[2])) - 1 syn2 = 2 * np.random.random((SIZES[2], SIZES[3])) - 1 # biases for respective layers b0 = 2 * np.random.random((1, SIZES[1])) - 1 b1 = 2 * np.random.random((1, SIZES[2])) - 1 b2 = 2 * np.random.random((1, SIZES[3])) - 1 for i, batch in list(enumerate(images)): X = np.array(batch) print("x:") print(np.shape(X)) print("======================= BATCH {} =======================".format(i)) error = 1 j = 0 while j < batch_training_size: l0 = X l1 = sigmoid(np.dot(l0, syn0) + b0) l2 = sigmoid(np.dot(l1, syn1) + b1) l3 = sigmoid(np.dot(l2, syn2) + b2) l3_error = (y[i] - l3)#** 2 error = np.mean(np.abs(l3_error)) j += 1 if j % 20 == 0: print(("[%d] error: " % j) + str(error)) l3_delta = l3_error * sigmoid_prime(l3) l2_error = l3_delta.dot(syn2.T) l2_delta = l2_error * sigmoid_prime(l2) l1_error = l2_delta.dot(syn1.T) l1_delta = l1_error * sigmoid_prime(l1) syn2 += l2.T.dot(l3_delta) syn1 += l1.T.dot(l2_delta) syn0 += l0.T.dot(l1_delta) b0 += l1_delta.mean(axis=0) b1 += l2_delta.mean(axis=0) b2 += l3_delta.mean(axis=0) def predict(data): l0 = [data] l1 = sigmoid(np.dot(l0, syn0) + b0) l2 = sigmoid(np.dot(l1, syn1) + b1) l3 = sigmoid(np.dot(l2, syn2) + b2) return np.argmax(l3) print("Output after training: ") print(l3) for i, el in enumerate(l3): print(labels[0][i], "=", np.argmax(el), " predictions: ", el) testing_images, testing_labels = mndata.load_testing() correct = 0.0 for i, (image, label) in enumerate(zip(testing_images, testing_labels)): prediction = predict(image) if label == prediction: correct += 1.0 correct_rate = correct / (i + 1.0) print("{} = {} (correct {}%)".format(label, prediction, 100 * correct_rate)) with open('log/' + str(datetime.now()), 'a') as f: with open(__file__, 'r') as myself: print(myself.read(), file=f) print("", file=f) print("#### answers:", file=f) print("argv =", sys.argv, file=f) print("correct_rate =", correct_rate, file=f) print("SIZES =", SIZES, file=f) print("syn0 =", syn0, file=f) print("syn1 =", syn1, file=f) print("syn2 =", syn2, file=f) print("b0 =", b0, file=f) print("b1 =", b1, file=f) print("b2 =", b2, file=f) #### answers: argv = ['./main.py', '107', '33', '21', '12'] correct_rate = 0.3995 SIZES = [784, 33, 21, 10] syn0 = [[-1.65955991e-01 4.40648987e-01 -9.99771250e-01 -3.95334855e-01 -7.06488218e-01 -8.15322810e-01 -6.27479577e-01 -3.08878546e-01 -2.06465052e-01 7.76334680e-02 -1.61610971e-01 3.70439001e-01 -5.91095501e-01 7.56234873e-01 -9.45224814e-01 3.40935020e-01 -1.65390395e-01 1.17379657e-01 -7.19226123e-01 -6.03797022e-01 6.01489137e-01 9.36523151e-01 -3.73151644e-01 3.84645231e-01 7.52778305e-01 7.89213327e-01 -8.29911577e-01 -9.21890434e-01 -6.60339161e-01 7.56285007e-01 -8.03306332e-01 -1.57784750e-01 9.15779060e-01] [ 6.63305699e-02 3.83754228e-01 -3.68968738e-01 3.73001855e-01 6.69251344e-01 -9.63423445e-01 5.00288630e-01 9.77722178e-01 4.96331309e-01 -4.39112016e-01 5.78558657e-01 -7.93547987e-01 -1.04212948e-01 8.17191006e-01 -4.12771703e-01 -4.24449323e-01 -7.39942856e-01 -9.61266084e-01 3.57671066e-01 -5.76743768e-01 -4.68906681e-01 -1.68536814e-02 -8.93274910e-01 1.48235211e-01 -7.06542850e-01 1.78611074e-01 3.99516720e-01 -7.95331142e-01 -1.71888024e-01 3.88800315e-01 -1.71641461e-01 -9.00093082e-01 7.17928118e-02] [ 3.27589290e-01 2.97782241e-02 8.89189512e-01 1.73110081e-01 8.06803831e-01 -7.25050592e-01 -7.21447305e-01 6.14782577e-01 -2.04646326e-01 -6.69291606e-01 8.55017161e-01 -3.04468281e-01 5.01624206e-01 4.51995971e-01 7.66612182e-01 2.47344414e-01 5.01884868e-01 -3.02203316e-01 -4.60144216e-01 7.91772436e-01 -1.43817620e-01 9.29680094e-01 3.26882996e-01 2.43391440e-01 -7.70508054e-01 8.98978517e-01 -1.00175733e-01 1.56779229e-01 -1.83726394e-01 -5.25946040e-01 8.06759041e-01 1.47358973e-01 -9.94259346e-01] [ 2.34289827e-01 -3.46710196e-01 5.41162045e-02 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1.72153166e+02 1.19376609e+02 1.26600384e+02 1.06692836e+02 1.33540657e+02] [-1.18743751e+02 5.01763164e+01 -7.31194613e+01 2.15556374e+01 -1.37587099e+01 -8.26827714e+00 4.69419812e+00 -1.77821124e+01 -2.36845507e+01 -7.67016973e+01 1.57341880e+02 1.34056845e+01 4.47641476e+01 -6.43693241e+01 -6.80387118e+01 -7.19421168e+01 4.82703946e+01 -5.59501478e+01 6.03972927e+01 -8.74546479e+01 6.53611085e+01] [ 1.21103877e+02 1.21120121e+02 1.36431979e+02 -3.38301612e+01 1.06162235e+02 1.30768255e+02 -3.69699420e+01 2.01947686e+01 1.51899479e+02 1.07892632e+02 1.71187651e+02 1.56300792e+02 1.67095289e+02 1.20550515e+02 1.41865752e+02 1.33658536e+02 1.72153256e+02 1.18148027e+02 1.25568803e+02 1.07793609e+02 1.32799239e+02] [-1.16131996e+02 5.11157706e+01 -7.13314197e+01 2.14207160e+01 -1.12108429e+01 -8.57020232e+00 2.14627735e-01 -1.94188580e+01 -2.23667466e+01 -7.44760192e+01 1.57290526e+02 1.49707653e+01 4.43594169e+01 -6.38727289e+01 -6.68981694e+01 -6.98997028e+01 4.95733912e+01 -5.06374827e+01 6.05694024e+01 -8.35396746e+01 6.56595515e+01] [-2.35176013e+02 -1.41727004e+01 -2.00873046e+02 -5.66988907e+01 -1.38110455e+01 -1.66188381e+02 -7.74426797e+01 -6.98765609e+00 -1.31247007e+02 -2.54199251e+02 3.05373686e+01 -6.29023812e+01 -3.31494644e+01 -1.88765994e+02 -1.70124105e+02 -1.96420070e+02 -3.26214660e+01 -2.13397870e+02 -1.12018895e+01 -2.31904418e+02 -3.76000247e+01] [ 4.81828212e+01 4.34243096e+01 6.27472758e+00 -1.34039945e+02 5.22898492e+01 -1.89452913e+01 -1.18131300e+02 2.09350876e+01 4.62760367e+01 -9.95610542e-02 7.35840109e+01 2.41856294e+01 2.72088824e+01 2.92308209e+01 4.68064875e+01 1.56719771e+01 -1.43590003e+01 3.31405856e+01 4.49576506e+01 -1.94433455e+00 8.36257059e+00] [ 1.21737267e+02 1.21564743e+02 1.36844784e+02 -3.08825541e+01 1.05627361e+02 1.30752123e+02 -3.47051057e+01 2.16656400e+01 1.51277535e+02 1.05989236e+02 1.72528487e+02 1.55793050e+02 1.68021666e+02 1.20140485e+02 1.43219296e+02 1.32496189e+02 1.73235637e+02 1.17469871e+02 1.26310946e+02 1.07619587e+02 1.32616217e+02] [ 2.11980873e+00 3.09711763e+00 3.23507076e+00 1.40109406e-01 -3.32500656e+01 1.51362402e+01 3.03997000e+00 5.25156776e-01 1.84108899e+00 3.79609361e+00 -3.38267963e+00 1.31025762e+00 2.30172423e+00 -1.46718754e+01 3.67029389e+00 3.99652260e+00 -1.34964970e+01 4.38816432e+00 -5.39424774e+01 3.84096836e+00 1.61626482e+00] [ 1.22004283e+02 1.20488521e+02 1.36570608e+02 -3.41836375e+01 1.07957570e+02 1.31149154e+02 -3.57988599e+01 2.06215466e+01 1.51400140e+02 1.07586903e+02 1.71740342e+02 1.56022500e+02 1.68752372e+02 1.19837712e+02 1.42782571e+02 1.32766154e+02 1.73865102e+02 1.19075668e+02 1.26113794e+02 1.07824265e+02 1.32719876e+02] [-1.78176407e+01 9.71502391e+01 -1.50595758e+01 -7.70734335e+01 7.16687839e+01 -3.40412719e+00 -6.86765400e+01 7.66653989e+01 1.98066027e+01 -2.63948469e+01 2.18235832e+02 2.47201801e+01 6.92583320e+01 -8.07928685e+00 1.15494626e+00 -9.94873656e+00 4.09011702e+01 6.60618768e-02 1.23068693e+02 -3.53965975e+01 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[-1.17890878e+02 4.96232311e+01 -6.99483987e+01 2.47624365e+01 -1.17770486e+01 -9.96463308e+00 -1.09583076e+00 -2.10303744e+01 -2.39870884e+01 -7.41437589e+01 1.58919205e+02 1.50802146e+01 4.38079386e+01 -6.48435088e+01 -6.70704772e+01 -6.74453101e+01 5.07301091e+01 -4.69270704e+01 6.11845692e+01 -8.11778783e+01 6.66710691e+01] [-2.67157134e+02 -3.19817786e+01 -2.45642442e+02 -1.66969142e+01 -6.37203023e+01 -2.24497699e+02 -3.20462943e+01 -2.56573233e+01 -1.59123758e+02 -3.05432012e+02 3.05649104e+01 -9.66551697e+01 -7.28014095e+01 -2.31799186e+02 -2.17513495e+02 -2.42347503e+02 -2.65408654e+01 -2.68778919e+02 -1.39224539e+01 -2.84552336e+02 -2.63840826e+01] [ 1.21172322e+02 1.20942774e+02 1.36277572e+02 -3.17772068e+01 1.08016012e+02 1.29083223e+02 -3.45577363e+01 2.27038165e+01 1.52394653e+02 1.05736491e+02 1.71235096e+02 1.56654726e+02 1.68324376e+02 1.21350656e+02 1.41347988e+02 1.33053419e+02 1.73937100e+02 1.18830917e+02 1.25116283e+02 1.07546990e+02 1.32664735e+02] [ 7.88076946e-01 1.46280500e+01 5.13416414e+00 1.11151397e+00 1.14688296e+01 9.64938596e+00 1.12902312e+00 7.31526427e+00 4.38114444e+00 6.13723569e+00 1.83186294e+01 4.94037001e+00 7.82722204e+00 3.77105785e+00 6.49673894e+00 5.77514413e+00 7.79791747e+00 6.19403475e+00 1.71405503e+01 4.41157922e+00 1.72746464e+01]] syn2 = [[-5.57695755e+00 2.34259454e+00 -1.45330479e-01 6.25868978e-01 -6.61162763e-01 9.38338925e-01 -1.31899173e+00 1.48915036e-01 -1.40228848e+00 3.53364161e-01] [-1.63966328e+00 -9.91546339e-01 2.39454213e+00 -1.18799352e+00 5.42917087e-01 -3.91903933e+00 1.22926995e+00 -3.40059406e-01 -1.31819754e+00 -1.19967341e+00] [-6.23478789e+00 5.86925594e+00 -1.17630894e+00 -1.43489267e+00 -9.13931533e-01 -1.46506512e+00 -2.62403724e+00 -5.79155178e-02 -1.80793552e+00 -5.72728964e-03] [ 1.13590972e+00 -1.10453389e+01 -7.20169222e+00 -4.70521747e-01 -6.27275224e-01 4.20511224e-01 -2.18434622e+00 6.08882935e-01 -1.58365578e+00 6.88206184e-01] [-3.50553448e+00 -9.35463683e-01 -9.84980395e-01 -1.14493765e+00 3.22473678e+00 -3.91214778e+00 -1.19550924e+00 -3.76006231e+00 -4.10997207e+00 -5.32340633e+00] [-7.02098146e+00 1.46174293e+00 -4.08706082e+00 -2.67870803e+00 -1.62578209e-01 -1.38628252e+00 -8.58419926e+00 2.18172857e+00 -1.65249507e+00 1.48453866e-01] [-3.68826982e+00 -1.20590342e+01 -8.00654353e+00 -5.48286600e-01 -2.84407677e+00 1.38457780e+00 -1.09414907e+01 2.15609551e+00 4.80071269e+00 1.29531426e+00] [-1.37848969e+00 -1.49478763e+00 -8.01601052e-01 -7.85318882e-01 -9.99637935e-01 1.61179183e+00 -2.54910836e+00 2.01306534e+00 -2.99191591e+00 8.37697281e-01] [-4.01517392e+00 7.38875666e-01 5.41924413e-01 6.87221585e-01 -2.15061071e-02 -2.69994043e+00 -1.96697596e+00 3.18255964e-01 -1.62242681e+00 5.11937365e-01] [-1.00857343e+01 2.38150045e+00 1.31466471e+00 -7.99747802e-01 -9.63419264e-01 -9.19131398e-01 -2.36125245e+00 -1.30337765e+00 -5.40439420e-01 -1.94277938e+00] [ 5.13217993e-02 -6.63490854e+00 -1.70735082e+00 -5.21115046e+00 -1.21513412e+00 -3.70060526e+00 -7.34555621e-01 -1.57917215e+00 -4.27500163e+00 -4.66302138e+00] [-3.38797403e+00 -2.31742906e-01 3.41504086e+00 -5.38406927e-01 -1.50863945e-01 -3.14804291e+00 -2.36165730e+00 5.22641303e-01 -2.31639141e+00 1.31713607e+00] [-1.63244669e+00 -3.04891193e+00 8.11284768e-01 1.10160285e-01 3.07043112e-01 -2.86440353e+00 1.82555811e+00 7.44385551e-01 -3.56417122e-01 1.14455985e+00] [-7.74331807e+00 3.23795043e-02 -5.42414482e-01 5.16525257e-01 -1.31561269e+00 -3.54954753e+00 -2.10232574e+00 -5.02345866e+00 -1.28800695e+00 1.64348282e+00] [-3.82698346e+00 -1.39369983e+00 2.11640502e+00 2.01665311e+00 1.96264285e+00 -3.37230037e+00 1.60745201e+00 2.44174767e-01 -1.42103068e+00 -3.57221087e-01] [-6.17029295e+00 2.38019107e+00 -5.82686677e-01 -9.41875263e-01 1.68303530e-01 -1.73087902e+00 -6.92159825e-01 1.37035984e-01 -2.46239949e+00 -1.10553110e-01] [ 3.08723173e+00 4.73021814e+00 -2.41437915e+00 -1.25158979e+00 3.72539323e+00 -2.30628741e+00 -8.91851460e-02 -2.95261733e-01 -2.39408453e+00 1.75610376e+00] [-1.03399112e+01 -3.62892944e-01 -3.16112474e-02 -1.06644982e+00 9.46570156e-01 -3.10555139e-01 1.80340261e+00 -5.55978323e-02 2.81603108e-01 -9.53385505e-01] [-7.72159036e-01 -6.79771484e-02 -1.22551230e+00 4.15447904e-01 -4.95571079e+00 2.69916153e+00 9.46273835e-01 -5.16448939e+00 1.45951541e+00 -5.17473887e+00] [-1.06520327e+01 2.30242905e+00 -1.24418390e+00 -1.71032454e+00 -1.17827308e+00 -3.06456407e+00 -5.56325107e-01 -1.41309722e+00 -7.47379797e-02 -1.98337470e+00] [ 7.89906207e-01 -6.00471305e-01 -6.26777836e-02 2.50820317e-01 -1.29798191e+00 2.50805817e-01 -1.77705586e+00 1.56135771e-01 -1.25204383e+00 1.46975802e-01]] b0 = [[-2818.02490243 -2821.40940389 -975.96968474 -952.68665239 -2812.95394973 -2881.43359554 -868.19693325 -1039.54933402 -821.37046723 -1745.82109513 -573.15076671 -42.08705207 -902.10353249 -2948.67503748 -896.66107542 -2817.9195296 -2824.65016156 -933.41797262 -2815.42273507 -936.17477448 -628.85721681 -325.81519727 -2820.45698344 -27.46073878 -2822.90774681 -1409.75693901 -2015.99289053 -960.4340091 -229.18905009 -938.58805977 -681.32455362 -2817.76744944 -188.15396841]] b1 = [[-3.35128234 -4.73558724 -3.63834726 -1.98818462 -1.78267333 -3.89576725 -1.57870571 -2.44050546 -2.66181718 -3.62868867 -3.12440134 -2.41492806 -4.20847642 -1.79822412 -4.347302 -4.30658162 -3.90084817 -4.2906621 -3.54603041 -3.63726858 -4.09779546]] b2 = [[-0.17190026 -1.35473494 -0.60192586 -1.01238358 -1.01039907 -0.66347595 -0.27481468 -1.84608119 -0.35719734 -0.81724617]]
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s = input() fact ='CODEFESTIVAL2016' cnt = 0 for i in range(len(s)): if s[i] != fact[i]: cnt += 1 print(cnt)
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import sys import os import subprocess import setuptools import copy import textwrap from setuptools.command.bdist_egg import bdist_egg from setuptools.command.install import install from setuptools.command.build_ext import build_ext from setuptools import Extension from distutils import log #from numpy.distutils.system_info import get_info IS_RELEASE_BRANCH = False sys.path.append('src') from version import __version__ # Git version stuff #sha = 'Unknown' #here = os.path.dirname(os.path.abspath(__file__)) # #try: # sha = subprocess.check_output(['git', 'rev-parse', 'HEAD'], cwd=here).decode('ascii').strip() #except Exception: # pass ''' Redefine the library class to include package and destination directory (dest_dir). This is not used yet, but the idea is to send the C libraries to the destination directory. ''' class Library(Extension): def __init__ (self, **kw): package = kw.pop('package', None) dest_dir = kw.pop('dest_dir', None) Extension.__init__(self, **kw) self.package = package self.dest_dir = dest_dir ''' Redefine the build_ext to have fine-grained control on building C libraries. Not used in this demo, but is provided for more complex projects. ''' class custom_build_ext(build_ext): def build_extensions(self): # self.compiler - the system compiler identified by setuptools / distutils #print(dir(self.compiler)) #for compiler_arg in dir(self.compiler): # print (compiler_arg) # print (getattr(self.compiler, compiler_arg)) log.info("Building C modules") for ext in self.extensions: log.info(ext.name) for k, v in numpy_get_lapack_info.__dict__.items(): print (k, v) # for compile_arg in extra_compile_args: # ext.extra_compile_args += [compile_arg] #print(compile_arg) #print(ext.extra_compile_args) #ext.extra_compile_args += f" {compile_arg}" # print (dir(ext)) property_list = ['define_macros', 'depends', 'export_symbols', 'extra_compile_args', 'extra_link_args', 'extra_objects', 'include_dirs', 'libraries', 'library_dirs', 'runtime_library_dirs', 'sources', 'swig_opts', 'undef_macros'] #log.info("Name: ", ext.name) #log.info("Language: " , ext.language) #log.info("py_limited_api: ", ext.py_limited_api) #for info in property_list: # log.info(f"{info}: " + ", ".join(getattr(ext, info))) build_ext.build_extensions(self) with open("README.md", "r", encoding="utf-8") as fh: long_description = fh.read() class bdist_egg_disabled(bdist_egg): """Disabled version of bdist_egg Prevents setup.py install performing setuptools' default easy_install, which it should never ever do. """ def run(self): sys.exit("ERROR: aborting implicit building of eggs. Use \"pip install .\" to install from source.") def pythonlib_dir(): """return path where libpython* is.""" if sys.platform == 'win32': return os.path.join(sys.prefix, "libs") else: return get_config_var('LIBDIR') def get_linalg_compile_args(): args = list() system_linalg = find_system_linalg_lib() if system_linalg == 'PY_MKL': libflags = ["-lmkl_intel_ilp64", "-lmkl_sequential", "-lmkl_core", "-lpthread", "-lm", "-ldl"] args = libflags elif system_linalg == 'INTEL_MKL': libflags = ["-L${MKLROOT}/lib/intel64", "-Wl,--no-as-needed", "-lmkl_intel_ilp64", "-lmkl_sequential", "-lmkl_core", "-lpthread", "-lm", "-ldl"] includeflags = ["-DMKL_ILP64", "-m64", "-I${MKLROOT}/include"] args = libflags + includeflags elif system_linalg == 'PY_CBLAS': args = ["-lcblas"] return args def get_extension(name, sources, libraries, compile_args, **kw): local_path = os.path.abspath(os.path.dirname(__file__)) def dict_append(d, **kws): for k, v in kws.items(): if k in d: ov = d[k] if isinstance(ov, str): d[k] = v else: d[k].extend(v) else: d[k] = v ext_args = copy.copy(kw) ext_args['name'] = name ext_args['sources'] = sources if 'extra_info' in ext_args: extra_info = ext_args['extra_info'] del ext_args['extra_info'] if isinstance(extra_info, dict): extra_info = [extra_info] for info in extra_info: dict_append(ext_args, **info) # Add other libraries libnames = ext_args.get('libraries', []) ext_args['libraries'] = libnames + libraries ext_args['extra_compile_args'] = compile_args return Extension(**ext_args) ''' Piggyback on the numpy setuptools. It provides information about various resources (libraries, library directories, include directories, etc.) in the system. Usage: info_dict = get_info(<name>) where <name> is a string 'atlas','x11','fftw','lapack','blas', 'lapack_src', 'blas_src', etc. For a complete list of allowed names, see the definition of get_info() function below. Returned info_dict is a dictionary which is compatible with distutils.setup keyword arguments. If info_dict == {}, then the asked resource is not available (system_info could not find it). Several *_info classes specify an environment variable to specify the locations of software. When setting the corresponding environment variable to 'None' then the software will be ignored, even when it is available in system. Defer numpy import until after numpy is installed. ''' class numpy_get_lapack_info(object): def __init__(self): from numpy.distutils.system_info import get_info lapack_info = get_info('lapack_opt', 0) for k, v in lapack_info: setattr(self, k, v) class numpy_setup(object): def get_info(self): from numpy.distutils.system_info import get_info return get_info('lapack_opt', 0) def ext_modules(): #from numpy.distutils.system_info import get_info cwd = os.path.abspath(os.path.dirname(__file__)) clib_dir = os.path.join(cwd, "src/cpydemo/clib") ''' Obtain information about system Lapack. The default order for the libraries are: - MKL - OpenBLAS - libFLAME - ATLAS - LAPACK (NetLIB) ''' lapack_info = numpy_get_lapack_info() compile_args = ['-O3'] #compile_args = ["-O3"] + ["-lpthread", "-lm", "-ldl", "-std=c99"] + ["-lmkl_intel_ilp64", "-lmkl_sequential", "-lmkl_core", "-L${MKLROOT}/lib/intel64"] module_src = ['sum.c', 'one_sided_pval.c', 'diff.c'] modules = [] extra_libraries = [] for msrc in module_src: filebase = os.path.splitext(os.path.basename(msrc))[0] module_name = "{:s}_{:s}_lib".format('cpydemo', filebase) filesrc = [os.path.join(clib_dir, msrc)] module = get_extension(module_name, filesrc, extra_libraries, compile_args, **dict()) modules.append(module) return modules def check_setuppy_command(): run_build = parse_setuppy_commands() if run_build: try: import numpy import pybind11 except ImportError as exc: # We do not have our build deps installed print(textwrap.dedent( """Error: '%s' must be installed before running the build. """ % (exc.name,))) sys.exit(1) return run_build def parse_setuppy_commands(): """Check the commands and respond appropriately. Disable broken commands. Return a boolean value for whether or not to run the build or not (avoid parsing Cython and template files if False). """ args = sys.argv[1:] if not args: # User forgot to give an argument probably, let setuptools handle that. return True info_commands = ['--help-commands', '--name', '--version', '-V', '--fullname', '--author', '--author-email', '--maintainer', '--maintainer-email', '--contact', '--contact-email', '--url', '--license', '--description', '--long-description', '--platforms', '--classifiers', '--keywords', '--provides', '--requires', '--obsoletes'] for command in info_commands: if command in args: return False # Note that 'alias', 'saveopts' and 'setopt' commands also seem to work # fine as they are, but are usually used together with one of the commands # below and not standalone. Hence they're not added to good_commands. good_commands = ('develop', 'sdist', 'build', 'build_ext', 'build_py', 'build_clib', 'build_scripts', 'bdist_wheel', 'bdist_rpm', 'bdist_wininst', 'bdist_msi', 'bdist_mpkg') for command in good_commands: if command in args: return True # The following commands are supported, but we need to show more # useful messages to the user if 'install' in args: print(textwrap.dedent(""" Note: for reliable uninstall behaviour and dependency installation and uninstallation, please use pip instead of using `setup.py install`: - `pip install .` (from a git repo or downloaded source release) - `pip install scipy` (last SciPy release on PyPI) """)) return True if '--help' in args or '-h' in sys.argv[1]: print(textwrap.dedent(""" SciPy-specific help ------------------- To install SciPy from here with reliable uninstall, we recommend that you use `pip install .`. To install the latest SciPy release from PyPI, use `pip install scipy`. For help with build/installation issues, please ask on the scipy-user mailing list. If you are sure that you have run into a bug, please report it at https://github.com/scipy/scipy/issues. Setuptools commands help ------------------------ """)) return False # The following commands aren't supported. They can only be executed when # the user explicitly adds a --force command-line argument. bad_commands = dict( test=""" `setup.py test` is not supported. Use one of the following instead: - `python runtests.py` (to build and test) - `python runtests.py --no-build` (to test installed scipy) - `>>> scipy.test()` (run tests for installed scipy from within an interpreter) """, upload=""" `setup.py upload` is not supported, because it's insecure. Instead, build what you want to upload and upload those files with `twine upload -s <filenames>` instead. """, upload_docs="`setup.py upload_docs` is not supported", easy_install="`setup.py easy_install` is not supported", clean=""" `setup.py clean` is not supported, use one of the following instead: - `git clean -xdf` (cleans all files) - `git clean -Xdf` (cleans all versioned files, doesn't touch files that aren't checked into the git repo) """, check="`setup.py check` is not supported", register="`setup.py register` is not supported", bdist_dumb="`setup.py bdist_dumb` is not supported", bdist="`setup.py bdist` is not supported", flake8="`setup.py flake8` is not supported, use flake8 standalone", build_sphinx="`setup.py build_sphinx` is not supported, see doc/README.md", ) bad_commands['nosetests'] = bad_commands['test'] for command in ('upload_docs', 'easy_install', 'bdist', 'bdist_dumb', 'register', 'check', 'install_data', 'install_headers', 'install_lib', 'install_scripts',): bad_commands[command] = "`setup.py %s` is not supported" % command for command in bad_commands.keys(): if command in args: print(textwrap.dedent(bad_commands[command]) + "\nAdd `--force` to your command to use it anyway if you " "must (unsupported).\n") sys.exit(1) # Commands that do more than print info, but also don't need Cython and # template parsing. other_commands = ['egg_info', 'install_egg_info', 'rotate', 'dist_info', 'build_wheel'] for command in other_commands: if command in args: return False # If we got here, we didn't detect what setup.py command was given log.warn("Unrecognized setuptools command ('{}'), proceeding with " "generating Cython sources and expanding templates".format( ' '.join(sys.argv[1:]))) return True def setup_package(): np_minversion = '1.16.5' np_maxversion = '9.9.99' python_minversion = '3.7' python_maxversion = '3.10' if IS_RELEASE_BRANCH: req_np = 'numpy>={},<{}'.format(np_minversion, np_maxversion) req_py = '>={},<{}'.format(python_minversion, python_maxversion) else: req_np = 'numpy>={}'.format(np_minversion) req_py = '>={}'.format(python_minversion) # Rewrite the version file every time #write_version_py() cmdclass = {'bdist_egg': bdist_egg if 'bdist_egg' in sys.argv else bdist_egg_disabled, 'build_ext': custom_build_ext, } metadata = dict( name = "cpydemo", version = __version__, author = "Saikat Banerjee", author_email = "[email protected]", description = "Example for packaging command line tool written in Python and C", long_description = long_description, long_description_content_type = "text/markdown", license = "MIT", url = "https://github.com/banskt/cpydemo", download_url = "https://github.com/banskt/cpydemo", project_urls = { "Bug Tracker": "https://github.com/banskt/cpydemo/issues", "Documentation": "https://github.com/banskt/cpydemo", "Source Code" : "https://github.com/banskt/cpydemo", }, classifiers = [ "Programming Language :: Python :: 3", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", ], packages = setuptools.find_packages(where = "src"), package_dir = {"": "src"}, entry_points = {'console_scripts': ['cpydemo = cpydemo.main:main']}, #ext_modules = [Extension(**ext) for ext in ext_modules()], #ext_modules = ext_modules(), python_requires = req_py, install_requires = [req_np], #cmdclass = cmdclass, ) if "--force" in sys.argv: run_build = True sys.argv.remove('--force') else: # Raise errors for unsupported commands, improve help output, etc. run_build = check_setuppy_command() # Disable OSX Accelerate, it has too old LAPACK os.environ['ACCELERATE'] = 'None' # This import is here because it needs to be done before importing setup() # from numpy.distutils, but after the MANIFEST removing and sdist import # higher up in this file. from setuptools import setup if run_build: from numpy.distutils.core import setup # Customize extension building #cmdclass['build_ext'] = get_build_ext_override() #cmdclass['build_clib'] = get_build_clib_override() #cwd = os.path.abspath(os.path.dirname(__file__)) #if not os.path.exists(os.path.join(cwd, 'PKG-INFO')): # # Generate Cython sources, unless building from source release # generate_cython() #metadata['configuration'] = configuration else: # Don't import numpy here - non-build actions are required to succeed # without NumPy for example when pip is used to install Scipy when # NumPy is not yet present in the system. # Version number is added to metadata inside configuration() if build # is run. metadata['version'] = __version__ setup(**metadata) if __name__ == '__main__': setup_package()
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# Automatically created by: shub deploy from setuptools import setup, find_packages setup( name = 'crawlera-session', version = '1.2.8', description = 'Class that provides decorators and functions for easy handling of crawlera sessions in a scrapy spider.', long_description = open('README.md').read(), long_description_content_type = 'text/markdown', license = 'BSD', author = 'Martin Olveyra', author_email = '[email protected]', url = 'https://github.com/kalessin/crawlera-sessions', packages = find_packages(), scripts = [], classifiers = [ 'Development Status :: 5 - Production/Stable', 'Intended Audience :: Developers', 'License :: OSI Approved :: BSD License', 'Operating System :: OS Independent', 'Programming Language :: Python :: 3', ] )
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"""Generic Hue Entity Model.""" from __future__ import annotations from aiohue.v2.controllers.base import BaseResourcesController from aiohue.v2.controllers.events import EventType from aiohue.v2.models.clip import CLIPResource from aiohue.v2.models.connectivity import ConnectivityServiceStatus from aiohue.v2.models.resource import ResourceTypes from homeassistant.core import callback from homeassistant.helpers.entity import DeviceInfo, Entity from homeassistant.helpers.entity_registry import async_get as async_get_entity_registry from ..bridge import HueBridge from ..const import DOMAIN RESOURCE_TYPE_NAMES = { # a simple mapping of hue resource type to Hass name ResourceTypes.LIGHT_LEVEL: "Illuminance", ResourceTypes.DEVICE_POWER: "Battery", } class HueBaseEntity(Entity): """Generic Entity Class for a Hue resource.""" _attr_should_poll = False def __init__( self, bridge: HueBridge, controller: BaseResourcesController, resource: CLIPResource, ) -> None: """Initialize a generic Hue resource entity.""" self.bridge = bridge self.controller = controller self.resource = resource self.device = controller.get_device(resource.id) self.logger = bridge.logger.getChild(resource.type.value) # Entity class attributes self._attr_unique_id = resource.id # device is precreated in main handler # this attaches the entity to the precreated device if self.device is not None: self._attr_device_info = DeviceInfo( identifiers={(DOMAIN, self.device.id)}, ) @property def name(self) -> str: """Return name for the entity.""" if self.device is None: # this is just a guard # creating a pretty name for device-less entities (e.g. groups/scenes) # should be handled in the platform instead return self.resource.type.value dev_name = self.device.metadata.name # if resource is a light, use the device name if self.resource.type == ResourceTypes.LIGHT: return dev_name # for sensors etc, use devicename + pretty name of type type_title = RESOURCE_TYPE_NAMES.get( self.resource.type, self.resource.type.value.replace("_", " ").title() ) return f"{dev_name}: {type_title}" async def async_added_to_hass(self) -> None: """Call when entity is added.""" # Add value_changed callbacks. self.async_on_remove( self.controller.subscribe( self._handle_event, self.resource.id, (EventType.RESOURCE_UPDATED, EventType.RESOURCE_DELETED), ) ) @property def available(self) -> bool: """Return entity availability.""" if self.device is None: # devices without a device attached should be always available return True if self.resource.type == ResourceTypes.ZIGBEE_CONNECTIVITY: # the zigbee connectivity sensor itself should be always available return True if zigbee := self.bridge.api.devices.get_zigbee_connectivity(self.device.id): # all device-attached entities get availability from the zigbee connectivity return zigbee.status == ConnectivityServiceStatus.CONNECTED return True @callback def on_update(self) -> None: """Call on update event.""" # used in subclasses @callback def _handle_event(self, event_type: EventType, resource: CLIPResource) -> None: """Handle status event for this resource.""" if event_type == EventType.RESOURCE_DELETED and resource.id == self.resource.id: self.logger.debug("Received delete for %s", self.entity_id) # non-device bound entities like groups and scenes need to be removed here # all others will be be removed by device setup in case of device removal ent_reg = async_get_entity_registry(self.hass) ent_reg.async_remove(self.entity_id) else: self.logger.debug("Received status update for %s", self.entity_id) self.on_update() self.async_write_ha_state()
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house_price = 1E6 good_credit = False if good_credit: downpayment = 0.1 * house_price else: downpayment = 0.2 * house_price message = f"My downpayment is: ${downpayment}." print(message)
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#! /usr/bin/env python def case(str_arg): use_last_case(str_arg) print('case') def use_last_case(str_arg): print(str_arg) if __name__ == '__main__': case('want_man')
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from rest_framework.urlpatterns import format_suffix_patterns from django.urls import path as url from fabapp import views urlpatterns = [ url('test', views.Test.as_view()), url('register', views.UserRegister.as_view()), url('login', views.UserAuth.as_view()), url('forget_password', views.UserPassword.as_view()), url('profile', views.Userprofile.as_view()), url('profile/<uuid:pk>', views.Userprofile.as_view()), url('listexhbiton',views.ListExhibhition.as_view()), url('exhibition_create', views.CreateExhibition.as_view()), url('exhibition_update/<uuid:pk>', views.CreateExhibition.as_view()), url('exifab/<uuid:pk>/<uuid:pk_user>', views.ExhibitionFab.as_view()), url('exhibtorlist', views.ExhibitorList.as_view()), url('fabricatorlist', views.FabricatorList.as_view()), url('banuser/<uuid:pk>', views.BanUser.as_view()), url('profile/<uuid:pk>', views.Userprofile.as_view()), url('addprod', views.Addprod.as_view()), url('addbrand', views.Addbrand.as_view()), url('addfunr', views.Addfurni.as_view()), url('listitem', views.listItem.as_view()), url('chat/<uuid:pk>/<uuid:pk_exi>', views.ChatMessages.as_view()), url('partuser', views.ParticularUser.as_view()) ] urlpatterns = format_suffix_patterns(urlpatterns, allowed=['json', 'html'])
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def load(h): return ({'abbr': 1, 'code': 1, 'title': 'Successive times processed have same forecast time, start time of ' 'forecast is incremented'}, {'abbr': 2, 'code': 2, 'title': 'Successive times processed have same start time of forecast, ' 'forecast time is incremented'}, {'abbr': 3, 'code': 3, 'title': 'Successive times processed have start time of forecast incremented ' 'and forecast time decremented so that valid time remains constant'}, {'abbr': 4, 'code': 4, 'title': 'Successive times processed have start time of forecast decremented ' 'and forecast time incremented so that valid time remains constant'}, {'abbr': 5, 'code': 5, 'title': 'Floating subinterval of time between forecast time and end of ' 'overall time interval'}, {'abbr': None, 'code': 255, 'title': 'Missing'})
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#!/usr/bin/env python from glob import glob print glob("*.py")
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import json import requests import random from telegram import InlineKeyboardMarkup, InlineKeyboardButton from django.http import HttpResponse from django.views import generic from django.conf import settings from .models import TelegramUser, CallCount # TELEGRAM_USERNAME = "impress_ai_bot" class TelegramUserList(generic.ListView): model = TelegramUser class TelegramBotView(generic.View): def update_callcount_and_get_text(self, data): if 'callback_query' not in data.keys(): return '' callback_query = data['callback_query'] from_user = callback_query.get('from') telegram_user, _ = TelegramUser.objects.get_or_create( telegram_id = from_user.get('id'), defaults={'username':from_user.get('username',''), 'firstname':from_user.get('first_name','')} ) button = callback_query.get('data') call_count, _ = CallCount.objects.get_or_create(user=telegram_user, button=button) call_count.count += 1 call_count.save() text = callback_query.get('message','') return {'chat_id':text.get('chat').get('id'), 'text':button} def send_messages(self, message): jokes = { 'stupid': ["""Yo' Mama is so stupid, she needs a recipe to make ice cubes.""", """Yo' Mama is so stupid, she thinks DNA is the National Dyslexics Association."""], 'fat': ["""Yo' Mama is so fat, when she goes to a restaurant, instead of a menu, she gets an estimate.""", """ Yo' Mama is so fat, when the cops see her on a street corner, they yell, "Hey you guys, break it up!" """], 'dumb': ["""Yo' Mama is so dumb, when God was giving out brains, she thought they were milkshakes and asked for extra thick.""", """Yo' Mama is so dumb, she locked her keys inside her motorcycle."""] } result_message = {'chat_id': message['chat_id']} # the response needs to contain just a chat_id and text field for telegram to accept it if 'fat' in message['text']: result_message['text'] = random.choice(jokes['fat']) elif 'stupid' in message['text']: result_message['text'] = random.choice(jokes['stupid']) elif 'dumb' in message['text']: result_message['text'] = random.choice(jokes['dumb']) else: result_message['text'] = "I don't know any responses for that. If you're interested in yo mama jokes tell me fat, stupid or dumb." result_message['reply_markup'] = InlineKeyboardMarkup([ [ InlineKeyboardButton('Fat', callback_data='fat'), InlineKeyboardButton('Stupid', callback_data='stupid'), InlineKeyboardButton('Dumb', callback_data='dumb') ] ]).to_dict() requests.post(f"https://api.telegram.org/bot{settings.TELEGRAM_TOKEN}/sendMessage", headers={"Content-Type": "application/json"}, data=json.dumps(result_message)) # Post function to handle messages in whatever format they come def post(self, request, *args, **kwargs): data = json.loads(request.body.decode('utf-8')) # if no button is clicked on telegram app. ie typed a message if 'message' in data.keys(): # get text message from telegram text_from_telegram = {'chat_id':data['message']['from']['id'], 'text':data['message']['text']} # if a button is clicked on telegram app. else: text_from_telegram = self.update_callcount_and_get_text(data) self.send_messages(text_from_telegram) return HttpResponse()
77ca09b513ef3858857f350d2c125052e51fccc2
d4abaedd47e5a3ce3e8aa7893cb63faaa4064551
/codeforce/round/prob2.py
a7ec801c624ce85cb815427de85ab42d2a986f63
[]
no_license
shiv125/Competetive_Programming
fc1a39be10c0588e0222efab8809b966430fe20f
9c949c6d6b5f83a35d6f5f6a169c493f677f4003
refs/heads/master
2020-03-15T19:47:12.944241
2018-05-06T08:18:11
2018-05-06T08:18:11
132,317,356
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py
n,m=map(int,raw_input().split()) poland=[] eball=[] for i in range(n): poland.append(raw_input()) for i in range(m): eball.append(raw_input()) count=0 for i in poland: for j in eball: if i==j: count+=1 if (n==m): if (count%2==0): print "NO" else: print "YES" if (n>m): print "YES" if (n<m): print "NO"
[ "shivdutt@shivdutt-Lenovo-G50-80" ]
shivdutt@shivdutt-Lenovo-G50-80
81ada3c6cb6e387b1daabe2e40f08f6d07d52e69
0e7bf6fcd21e80beaad4257861be33b5ec226151
/scripts/tyler/createDatacardsBetterPlots.py
460c7db42081c9d92344bf3d644dbfafa723e780
[]
no_license
DryRun/StatisticalTools
528422edaf110611e5dc29e870a0370d8a0ad245
20aa23fd7630272fd5847a9121cd263001c334f9
refs/heads/master
2021-01-15T08:41:36.373770
2017-11-21T20:06:25
2017-11-21T20:06:25
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2016-05-23T11:39:32
2016-05-23T11:39:32
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#!/usr/bin/env python import sys, os, copy, re from argparse import ArgumentParser from array import array import ROOT ROOT.gROOT.SetBatch(True) #if not os.path.exists(os.path.join(os.environ["CMSSW_BASE"],"src/HiggsAnalysis/CombinedLimit/src/PdfDiagonalizer_cc.so")): # ROOT.gROOT.ProcessLine(".L " + os.path.join(os.environ["CMSSW_BASE"],"src/HiggsAnalysis/CombinedLimit/src/PdfDiagonalizer.cc")+"+") #else: # ROOT.gSystem.Load(os.path.join(os.environ["CMSSW_BASE"],"src/HiggsAnalysis/CombinedLimit/src/PdfDiagonalizer_cc.so")) def main(): # usage description usage = "Example: ./scripts/createDatacards.py --inputData inputs/rawhistV7_Run2015D_scoutingPFHT_UNBLINDED_649_838_JEC_HLTplusV7_Mjj_cor_smooth.root --dataHistname mjj_mjjcor_gev --inputSig inputs/ResonanceShapes_gg_13TeV_Scouting_Spring15.root -f gg -o datacards -l 1866 --lumiUnc 0.027 --massrange 1000 1500 50 --runFit --p1 5 --p2 7 --p3 0.4 --massMin 838 --massMax 2037 --fitStrategy 2" # input parameters parser = ArgumentParser(description='Script that creates combine datacards and corresponding RooFit workspaces',epilog=usage) parser.add_argument("--inputData", dest="inputData", required=True, help="Input data spectrum", metavar="INPUT_DATA") parser.add_argument("--dataHistname", dest="dataHistname", required=True, help="Data histogram name", metavar="DATA_HISTNAME") parser.add_argument("--inputSig", dest="inputSig", required=True, help="Input signal shapes", metavar="INPUT_SIGNAL") parser.add_argument("-f", "--final_state", dest="final_state", required=True, help="Final state (e.g. qq, qg, gg)", metavar="FINAL_STATE") parser.add_argument("-f2", "--type", dest="atype", required=True, help="Type (e.g. hG, lG, hR, lR)") parser.add_argument("-o", "--output_path", dest="output_path", required=True, help="Output path where datacards and workspaces will be stored", metavar="OUTPUT_PATH") parser.add_argument("-l", "--lumi", dest="lumi", required=True, default=1000., type=float, help="Integrated luminosity in pb-1 (default: %(default).1f)", metavar="LUMI") parser.add_argument("--massMin", dest="massMin", default=500, type=int, help="Lower bound of the mass range used for fitting (default: %(default)s)", metavar="MASS_MIN") parser.add_argument("--massMax", dest="massMax", default=1200, type=int, help="Upper bound of the mass range used for fitting (default: %(default)s)", metavar="MASS_MAX") parser.add_argument("--p1", dest="p1", default=5.0000e-03, type=float, help="Fit function p1 parameter (default: %(default)e)", metavar="P1") parser.add_argument("--p2", dest="p2", default=9.1000e+00, type=float, help="Fit function p2 parameter (default: %(default)e)", metavar="P2") parser.add_argument("--p3", dest="p3", default=5.0000e-01, type=float, help="Fit function p3 parameter (default: %(default)e)", metavar="P3") parser.add_argument("--lumiUnc", dest="lumiUnc", required=True, type=float, help="Relative uncertainty in the integrated luminosity", metavar="LUMI_UNC") parser.add_argument("--jesUnc", dest="jesUnc", type=float, help="Relative uncertainty in the jet energy scale", metavar="JES_UNC") parser.add_argument("--jerUnc", dest="jerUnc", type=float, help="Relative uncertainty in the jet energy resolution", metavar="JER_UNC") parser.add_argument("--sqrtS", dest="sqrtS", default=13000., type=float, help="Collision center-of-mass energy (default: %(default).1f)", metavar="SQRTS") parser.add_argument("--fixP3", dest="fixP3", default=False, action="store_true", help="Fix the fit function p3 parameter") parser.add_argument("--runFit", dest="runFit", default=False, action="store_true", help="Run the fit") parser.add_argument("--fitBonly", dest="fitBonly", default=False, action="store_true", help="Run B-only fit") parser.add_argument("--fixBkg", dest="fixBkg", default=False, action="store_true", help="Fix all background parameters") parser.add_argument("--decoBkg", dest="decoBkg", default=False, action="store_true", help="Decorrelate background parameters") parser.add_argument("--fitStrategy", dest="fitStrategy", type=int, default=1, help="Fit strategy (default: %(default).1f)") parser.add_argument("--debug", dest="debug", default=False, action="store_true", help="Debug printout") parser.add_argument("--postfix", dest="postfix", default='', help="Postfix for the output file names (default: %(default)s)") parser.add_argument("--pyes", dest="pyes", default=False, action="store_true", help="Make files for plots") parser.add_argument("--jyes", dest="jyes", default=False, action="store_true", help="Make files for JES/JER plots") parser.add_argument("--pdir", dest="pdir", default='testarea', help="Name a directory for the plots (default: %(default)s)") parser.add_argument("--chi2", dest="chi2", default=False, action="store_true", help="Compute chi squared") parser.add_argument("--widefit", dest="widefit", default=False, action="store_true", help="Fit with wide bin hist") mass_group = parser.add_mutually_exclusive_group(required=True) mass_group.add_argument("--mass", type=int, nargs = '*', default = 1000, help="Mass can be specified as a single value or a whitespace separated list (default: %(default)i)" ) mass_group.add_argument("--massrange", type=int, nargs = 3, help="Define a range of masses to be produced. Format: min max step", metavar = ('MIN', 'MAX', 'STEP') ) mass_group.add_argument("--masslist", help = "List containing mass information" ) args = parser.parse_args() if args.atype == 'hG': fstr = "bbhGGBB" in2 = 'bcorrbin/binmodh.root' elif args.atype == 'hR': fstr = "bbhRS" in2 = 'bcorrbin/binmodh.root' elif args.atype == 'lG': fstr = "bblGGBB" in2 = 'bcorrbin/binmodl.root' else: fstr = "bblRS" in2 = 'bcorrbin/binmodl.root' # check if the output directory exists if not os.path.isdir( os.path.join(os.getcwd(),args.output_path) ): os.mkdir( os.path.join(os.getcwd(),args.output_path) ) # mass points for which resonance shapes will be produced masses = [] if args.massrange != None: MIN, MAX, STEP = args.massrange masses = range(MIN, MAX+STEP, STEP) elif args.masslist != None: # A mass list was provided print "Will create mass list according to", args.masslist masslist = __import__(args.masslist.replace(".py","")) masses = masslist.masses else: masses = args.mass # sort masses masses.sort() # import ROOT stuff from ROOT import gStyle, TFile, TH1F, TH1D, TGraph, kTRUE, kFALSE, TCanvas, TLegend, TPad, TLine from ROOT import RooHist, RooRealVar, RooDataHist, RooArgList, RooArgSet, RooAddPdf, RooFit, RooGenericPdf, RooWorkspace, RooMsgService, RooHistPdf if not args.debug: RooMsgService.instance().setSilentMode(kTRUE) RooMsgService.instance().setStreamStatus(0,kFALSE) RooMsgService.instance().setStreamStatus(1,kFALSE) # input data file inputData = TFile(args.inputData) # input data histogram hData = inputData.Get(args.dataHistname) inData2 = TFile(in2) hData2 = inData2.Get('h_data') # input sig file inputSig = TFile(args.inputSig) sqrtS = args.sqrtS # mass variable mjj = RooRealVar('mjj','mjj',float(args.massMin),float(args.massMax)) # integrated luminosity and signal cross section lumi = args.lumi signalCrossSection = 1. # set to 1. so that the limit on r can be interpreted as a limit on the signal cross section for mass in masses: print ">> Creating datacard and workspace for %s resonance with m = %i GeV..."%(args.final_state, int(mass)) # get signal shape hSig = inputSig.Get( "h_" + args.final_state + "_" + str(int(mass)) ) # normalize signal shape to the expected event yield (works even if input shapes are not normalized to unity) hSig.Scale(signalCrossSection*lumi/hSig.Integral()) # divide by a number that provides roughly an r value of 1-10 rooSigHist = RooDataHist('rooSigHist','rooSigHist',RooArgList(mjj),hSig) print 'Signal acceptance:', (rooSigHist.sumEntries()/hSig.Integral()) signal = RooHistPdf('signal','signal',RooArgSet(mjj),rooSigHist) signal_norm = RooRealVar('signal_norm','signal_norm',0,-1e+05,1e+05) if args.fitBonly: signal_norm.setConstant() p1 = RooRealVar('p1','p1',args.p1,0.,100.) p2 = RooRealVar('p2','p2',args.p2,0.,60.) p3 = RooRealVar('p3','p3',args.p3,-10.,10.) p4 = RooRealVar('p4','p4',5.6,-50.,50.) p5 = RooRealVar('p5','p5',10.,-50.,50.) p6 = RooRealVar('p6','p6',.016,-50.,50.) p7 = RooRealVar('p7','p7',8.,-50.,50.) p8 = RooRealVar('p8','p8',.22,-50.,50.) p9 = RooRealVar('p9','p9',14.1,-50.,50.) p10 = RooRealVar('p10','p10',8.,-50.,50.) p11 = RooRealVar('p11','p11',4.8,-50.,50.) p12 = RooRealVar('p12','p12',7.,-50.,50.) p13 = RooRealVar('p13','p13',7.,-50.,50.) p14 = RooRealVar('p14','p14',7.,-50.,50.) p15 = RooRealVar('p15','p15',1.,-50.,50.) p16 = RooRealVar('p16','p16',9.,-50.,50.) p17 = RooRealVar('p17','p17',0.6,-50.,50.) if args.fixP3: p3.setConstant() background = RooGenericPdf('background','(pow(1-@0/%.1f,@1)/pow(@0/%.1f,@2+@3*log(@0/%.1f)))'%(sqrtS,sqrtS,sqrtS),RooArgList(mjj,p1,p2,p3)) dataInt = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm = RooRealVar('background_norm','background_norm',dataInt,0.,1e+08) background2 = RooGenericPdf('background2','(pow(@0/%.1f,-@1)*pow(1-@0/%.1f,@2))'%(sqrtS,sqrtS),RooArgList(mjj,p4,p5)) dataInt2 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm2 = RooRealVar('background_norm2','background_norm2',dataInt2,0.,1e+08) background3 = RooGenericPdf('background3','(1/pow(@1+@0/%.1f,@2))'%(sqrtS),RooArgList(mjj,p6,p7)) dataInt3 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm3 = RooRealVar('background_norm3','background_norm3',dataInt3,0.,1e+08) background4 = RooGenericPdf('background4','(1/pow(@1+@2*@0/%.1f+pow(@0/%.1f,2),@3))'%(sqrtS,sqrtS),RooArgList(mjj,p8,p9,p10)) dataInt4 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm4 = RooRealVar('background_norm4','background_norm4',dataInt4,0.,1e+08) background5 = RooGenericPdf('background5','(pow(@0/%.1f,-@1)*pow(1-pow(@0/%.1f,1/3),@2))'%(sqrtS,sqrtS),RooArgList(mjj,p11,p12)) dataInt5 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm5 = RooRealVar('background_norm5','background_norm5',dataInt5,0.,1e+08) background6 = RooGenericPdf('background6','(pow(@0/%.1f,2)+@1*@0/%.1f+@2)'%(sqrtS,sqrtS),RooArgList(mjj,p13,p14)) dataInt6 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm6 = RooRealVar('background_norm6','background_norm6',dataInt6,0.,1e+08) background7 = RooGenericPdf('background7','((-1+@1*@0/%.1f)*pow(@0/%.1f,@2+@3*log(@0/%.1f)))'%(sqrtS,sqrtS,sqrtS),RooArgList(mjj,p15,p16,p17)) dataInt7 = hData.Integral(hData.GetXaxis().FindBin(float(args.massMin)),hData.GetXaxis().FindBin(float(args.massMax))) background_norm7 = RooRealVar('background_norm7','background_norm7',dataInt7,0.,1e+08) # S+B model model = RooAddPdf("model","s+b",RooArgList(background,signal),RooArgList(background_norm,signal_norm)) model2 = RooAddPdf("model2","s+b2",RooArgList(background2,signal),RooArgList(background_norm2,signal_norm)) model3 = RooAddPdf("model3","s+b3",RooArgList(background3,signal),RooArgList(background_norm3,signal_norm)) model4 = RooAddPdf("model4","s+b4",RooArgList(background4,signal),RooArgList(background_norm4,signal_norm)) model5 = RooAddPdf("model5","s+b5",RooArgList(background5,signal),RooArgList(background_norm5,signal_norm)) model6 = RooAddPdf("model6","s+b6",RooArgList(background6,signal),RooArgList(background_norm6,signal_norm)) model7 = RooAddPdf("model7","s+b7",RooArgList(background7,signal),RooArgList(background_norm7,signal_norm)) rooDataHist = RooDataHist('rooDatahist','rooDathist',RooArgList(mjj),hData) if args.runFit: mframe = mjj.frame() rooDataHist.plotOn(mframe, ROOT.RooFit.Name("setonedata"), ROOT.RooFit.Invisible()) res = model.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model.plotOn(mframe, ROOT.RooFit.Name("model1"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kRed)) res2 = model2.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model2.plotOn(mframe, ROOT.RooFit.Name("model2"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kOrange)) res3 = model3.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model3.plotOn(mframe, ROOT.RooFit.Name("model3"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kGreen)) res4 = model4.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model4.plotOn(mframe, ROOT.RooFit.Name("model4"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kBlue)) res5 = model5.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model5.plotOn(mframe, ROOT.RooFit.Name("model5"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kViolet)) res6 = model6.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) # model6.plotOn(mframe, ROOT.RooFit.Name("model6"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kPink)) res7 = model7.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) # model7.plotOn(mframe, ROOT.RooFit.Name("model7"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kAzure)) rooDataHist2 = RooDataHist('rooDatahist2','rooDathist2',RooArgList(mjj),hData2) rooDataHist2.plotOn(mframe, ROOT.RooFit.Name("data")) canvas = TCanvas("cdouble", "cdouble", 800, 1000) gStyle.SetOptStat(0); gStyle.SetOptTitle(0); top = TPad("top", "top", 0., 0.5, 1., 1.) top.SetBottomMargin(0.03) top.Draw() top.SetLogy() bottom = TPad("bottom", "bottom", 0., 0., 1., 0.5) bottom.SetTopMargin(0.02) bottom.SetBottomMargin(0.2) bottom.Draw() top.cd() frame_top = TH1D("frame_top", "frame_top", 100, 526, 1500) frame_top.GetXaxis().SetTitleSize(0) frame_top.GetXaxis().SetLabelSize(0) frame_top.GetYaxis().SetLabelSize(0.04) frame_top.GetYaxis().SetTitleSize(0.04) frame_top.GetYaxis().SetTitle("Events") frame_top.SetMaximum(1000.) frame_top.SetMinimum(0.1) frame_top.Draw("axis") mframe.Draw("p e1 same") bottom.cd() frame_bottom = TH1D("frame_bottom", "frame_bottom", 100, 526, 1500) frame_bottom.GetXaxis().SetTitle("m_{jj} [GeV]") frame_bottom.GetYaxis().SetTitle("Pull") frame_bottom.GetXaxis().SetLabelSize(0.04) frame_bottom.GetXaxis().SetTitleSize(0.06) frame_bottom.GetXaxis().SetLabelOffset(0.01) frame_bottom.GetXaxis().SetTitleOffset(1.1) frame_bottom.GetYaxis().SetLabelSize(0.04) frame_bottom.GetYaxis().SetTitleSize(0.04) frame_bottom.GetYaxis().SetTitleOffset(0.85) frame_bottom.SetMaximum(4.) frame_bottom.SetMinimum(-3.) frame_bottom.Draw("axis") zero = TLine(526., 0., 1500., 0.) zero.SetLineColor(ROOT.EColor.kBlack) zero.SetLineStyle(1) zero.SetLineWidth(2) zero.Draw("same") # Ratio histogram with no errors (not so well defined, since this isn't a well-defined efficiency) newHist = mframe.getHist("data") curve = mframe.getObject(1) hresid = newHist.makePullHist(curve,kTRUE) resframe = mjj.frame() mframe.SetAxisRange(526.,1500.) resframe.addPlotable(hresid,"B X") resframe.Draw("same") canvas.cd() canvas.SaveAs("testdouble.pdf") if args.pyes: c = TCanvas("c","c",800,800) mframe.SetAxisRange(300.,1300.) c.SetLogy() # mframe.SetMaximum(10) # mframe.SetMinimum(1) mframe.Draw() fitname = args.pdir+'/5funcfit_m'+str(mass)+fstr+'.pdf' c.SaveAs(fitname) cpull = TCanvas("cpull","cpull",800,800) pulls = mframe.pullHist("data","model3") pulls.Draw("ABX") pullname = args.pdir+'/pull_m'+str(mass)+fstr+'.pdf' cpull.SaveAs(pullname) cpull2 = TCanvas("cpull2","cpull2",800,800) pulls2 = mframe.pullHist("setonedata","model1") pulls2.Draw("ABX") pull2name = args.pdir+'/pull2_m'+str(mass)+fstr+'.pdf' cpull2.SaveAs(pull2name) if args.widefit: mframew = mjj.frame() rooDataHist2.plotOn(mframew, ROOT.RooFit.Name("data")) res6 = model.fitTo(rooDataHist2, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model.plotOn(mframew, ROOT.RooFit.Name("model1"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kRed)) res7 = model2.fitTo(rooDataHist2, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model2.plotOn(mframew, ROOT.RooFit.Name("model2"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kOrange)) res8 = model3.fitTo(rooDataHist2, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model3.plotOn(mframew, ROOT.RooFit.Name("model3"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kGreen)) res9 = model4.fitTo(rooDataHist2, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model4.plotOn(mframew, ROOT.RooFit.Name("model4"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kBlue)) res10 = model5.fitTo(rooDataHist2, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) model5.plotOn(mframew, ROOT.RooFit.Name("model5"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.LineWidth(1), ROOT.RooFit.LineColor(ROOT.EColor.kViolet)) if args.pyes: c = TCanvas("c","c",800,800) mframew.SetAxisRange(300.,1300.) c.SetLogy() # mframew.SetMaximum(10) # mframew.SetMinimum(1) mframew.Draw() fitname = args.pdir+'/5funcfittowide_m'+str(mass)+fstr+'.pdf' c.SaveAs(fitname) cpull = TCanvas("cpull","cpull",800,800) pulls = mframew.pullHist("data","model1") pulls.Draw("ABX") pullname = args.pdir+'/pullwidefit_m'+str(mass)+fstr+'.pdf' cpull.SaveAs(pullname) if args.chi2: fullInt = model.createIntegral(RooArgSet(mjj)) norm = dataInt/fullInt.getVal() chi1 = 0. fullInt2 = model2.createIntegral(RooArgSet(mjj)) norm2 = dataInt2/fullInt2.getVal() chi2 = 0. fullInt3 = model3.createIntegral(RooArgSet(mjj)) norm3 = dataInt3/fullInt3.getVal() chi3 = 0. fullInt4 = model4.createIntegral(RooArgSet(mjj)) norm4 = dataInt4/fullInt4.getVal() chi4 = 0. fullInt5 = model5.createIntegral(RooArgSet(mjj)) norm5 = dataInt5/fullInt5.getVal() chi5 = 0. for i in range(args.massMin, args.massMax): new = 0 new2 = 0 new3 = 0 new4 = 0 new5 = 0 height = hData.GetBinContent(i) xLow = hData.GetXaxis().GetBinLowEdge(i) xUp = hData.GetXaxis().GetBinLowEdge(i+1) obs = height*(xUp-xLow) mjj.setRange("intrange",xLow,xUp) integ = model.createIntegral(RooArgSet(mjj),ROOT.RooFit.NormSet(RooArgSet(mjj)),ROOT.RooFit.Range("intrange")) exp = integ.getVal()*norm new = pow(exp-obs,2)/exp chi1 = chi1 + new integ2 = model2.createIntegral(RooArgSet(mjj),ROOT.RooFit.NormSet(RooArgSet(mjj)),ROOT.RooFit.Range("intrange")) exp2 = integ2.getVal()*norm2 new2 = pow(exp2-obs,2)/exp2 chi2 = chi2 + new2 integ3 = model3.createIntegral(RooArgSet(mjj),ROOT.RooFit.NormSet(RooArgSet(mjj)),ROOT.RooFit.Range("intrange")) exp3 = integ3.getVal()*norm3 new3 = pow(exp3-obs,2)/exp3 chi3 = chi3 + new3 integ4 = model4.createIntegral(RooArgSet(mjj),ROOT.RooFit.NormSet(RooArgSet(mjj)),ROOT.RooFit.Range("intrange")) exp4 = integ4.getVal()*norm4 if exp4 != 0: new4 = pow(exp4-obs,2)/exp4 else: new4 = 0 chi4 = chi4 + new4 integ5 = model5.createIntegral(RooArgSet(mjj),ROOT.RooFit.NormSet(RooArgSet(mjj)),ROOT.RooFit.Range("intrange")) exp5 = integ5.getVal()*norm5 new5 = pow(exp5-obs,2)/exp5 chi5 = chi5 + new5 print "chi1 %d "%(chi1) print "chi2 %d "%(chi2) print "chi3 %d "%(chi3) print "chi4 %d "%(chi4) print "chi5 %d "%(chi5) if not args.decoBkg: print " " res.Print() # res2.Print() # res3.Print() # res4.Print() # res5.Print() # res6.Print() # res7.Print() # decorrelated background parameters for Bayesian limits if args.decoBkg: signal_norm.setConstant() res = model.fitTo(rooDataHist, RooFit.Save(kTRUE), RooFit.Strategy(args.fitStrategy)) res.Print() ## temp workspace for the PDF diagonalizer w_tmp = RooWorkspace("w_tmp") deco = PdfDiagonalizer("deco",w_tmp,res) # here diagonalizing only the shape parameters since the overall normalization is already decorrelated background_deco = deco.diagonalize(background) print "##################### workspace for decorrelation" w_tmp.Print("v") print "##################### original parameters" background.getParameters(rooDataHist).Print("v") print "##################### decorrelated parameters" # needed if want to evaluate limits without background systematics if args.fixBkg: w_tmp.var("deco_eig1").setConstant() w_tmp.var("deco_eig2").setConstant() if not args.fixP3: w_tmp.var("deco_eig3").setConstant() background_deco.getParameters(rooDataHist).Print("v") print "##################### original pdf" background.Print() print "##################### decorrelated pdf" background_deco.Print() # release signal normalization signal_norm.setConstant(kFALSE) # set the background normalization range to +/- 5 sigma bkg_val = background_norm.getVal() bkg_error = background_norm.getError() background_norm.setMin(bkg_val-5*bkg_error) background_norm.setMax(bkg_val+5*bkg_error) background_norm.Print() # change background PDF names background.SetName("background_old") background_deco.SetName("background") # needed if want to evaluate limits without background systematics if args.fixBkg: background_norm.setConstant() p1.setConstant() p2.setConstant() p3.setConstant() # ----------------------------------------- # dictionaries holding systematic variations of the signal shape hSig_Syst = {} hSig_Syst_DataHist = {} sigCDF = TGraph(hSig.GetNbinsX()+1) # JES and JER uncertainties if args.jesUnc != None or args.jerUnc != None: sigCDF.SetPoint(0,0.,0.) integral = 0. for i in range(1, hSig.GetNbinsX()+1): x = hSig.GetXaxis().GetBinLowEdge(i+1) integral = integral + hSig.GetBinContent(i) sigCDF.SetPoint(i,x,integral) if args.jesUnc != None: hSig_Syst['JESUp'] = copy.deepcopy(hSig) hSig_Syst['JESDown'] = copy.deepcopy(hSig) if args.jerUnc != None: hSig_Syst['JERUp'] = copy.deepcopy(hSig) hSig_Syst['JERDown'] = copy.deepcopy(hSig) # reset signal histograms for key in hSig_Syst.keys(): hSig_Syst[key].Reset() hSig_Syst[key].SetName(hSig_Syst[key].GetName() + '_' + key) # produce JES signal shapes if args.jesUnc != None: for i in range(1, hSig.GetNbinsX()+1): xLow = hSig.GetXaxis().GetBinLowEdge(i) xUp = hSig.GetXaxis().GetBinLowEdge(i+1) jes = 1. - args.jesUnc xLowPrime = jes*xLow xUpPrime = jes*xUp hSig_Syst['JESUp'].SetBinContent(i, sigCDF.Eval(xUpPrime) - sigCDF.Eval(xLowPrime)) jes = 1. + args.jesUnc xLowPrime = jes*xLow xUpPrime = jes*xUp hSig_Syst['JESDown'].SetBinContent(i, sigCDF.Eval(xUpPrime) - sigCDF.Eval(xLowPrime)) hSig_Syst_DataHist['JESUp'] = RooDataHist('hSig_JESUp','hSig_JESUp',RooArgList(mjj),hSig_Syst['JESUp']) hSig_Syst_DataHist['JESDown'] = RooDataHist('hSig_JESDown','hSig_JESDown',RooArgList(mjj),hSig_Syst['JESDown']) if args.jyes: c2 = TCanvas("c2","c2",800,800) mframe2 = mjj.frame(ROOT.RooFit.Title("JES One Sigma Shifts")) mframe2.SetAxisRange(525.,1200.) hSig_Syst_DataHist['JESUp'].plotOn(mframe2, ROOT.RooFit.Name("JESUP"),ROOT.RooFit.DrawOption("L"), ROOT.RooFit.DataError(2), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kRed), ROOT.RooFit.LineColor(ROOT.EColor.kRed)) hSig_Syst_DataHist['JESDown'].plotOn(mframe2,ROOT.RooFit.Name("JESDOWN"),ROOT.RooFit.DrawOption("L"), ROOT.RooFit.DataError(2), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kBlue), ROOT.RooFit.LineColor(ROOT.EColor.kBlue)) rooSigHist.plotOn(mframe2, ROOT.RooFit.DataError(2),ROOT.RooFit.Name("SIG"),ROOT.RooFit.DrawOption("L"), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kGreen), ROOT.RooFit.LineColor(ROOT.EColor.kGreen)) mframe2.Draw() mframe2.GetXaxis().SetTitle("Dijet Mass (GeV)") leg = TLegend(0.7,0.8,0.9,0.9) leg.AddEntry(mframe2.findObject("SIG"),"Signal Model","l") leg.AddEntry(mframe2.findObject("JESUP"),"+1 Sigma","l") leg.AddEntry(mframe2.findObject("JESDOWN"),"-1 Sigma","l") leg.Draw() jesname = args.pdir+'/jes_m'+str(mass)+fstr+'.pdf' c2.SaveAs(jesname) # produce JER signal shapes if args.jesUnc != None: for i in range(1, hSig.GetNbinsX()+1): xLow = hSig.GetXaxis().GetBinLowEdge(i) xUp = hSig.GetXaxis().GetBinLowEdge(i+1) jer = 1. - args.jerUnc xLowPrime = jer*(xLow-float(mass))+float(mass) xUpPrime = jer*(xUp-float(mass))+float(mass) hSig_Syst['JERUp'].SetBinContent(i, sigCDF.Eval(xUpPrime) - sigCDF.Eval(xLowPrime)) jer = 1. + args.jerUnc xLowPrime = jer*(xLow-float(mass))+float(mass) xUpPrime = jer*(xUp-float(mass))+float(mass) hSig_Syst['JERDown'].SetBinContent(i, sigCDF.Eval(xUpPrime) - sigCDF.Eval(xLowPrime)) hSig_Syst_DataHist['JERUp'] = RooDataHist('hSig_JERUp','hSig_JERUp',RooArgList(mjj),hSig_Syst['JERUp']) hSig_Syst_DataHist['JERDown'] = RooDataHist('hSig_JERDown','hSig_JERDown',RooArgList(mjj),hSig_Syst['JERDown']) if args.jyes: c3 = TCanvas("c3","c3",800,800) mframe3 = mjj.frame(ROOT.RooFit.Title("JER One Sigma Shifts")) mframe3.SetAxisRange(525.,1200.) hSig_Syst_DataHist['JERUp'].plotOn(mframe3,ROOT.RooFit.Name("JERUP"),ROOT.RooFit.DrawOption("L"), ROOT.RooFit.DataError(2), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kRed), ROOT.RooFit.LineColor(ROOT.EColor.kRed)) hSig_Syst_DataHist['JERDown'].plotOn(mframe3,ROOT.RooFit.Name("JERDOWN"),ROOT.RooFit.DrawOption("L"), ROOT.RooFit.DataError(2), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kBlue), ROOT.RooFit.LineColor(ROOT.EColor.kBlue)) rooSigHist.plotOn(mframe3,ROOT.RooFit.DrawOption("L"),ROOT.RooFit.Name("SIG"), ROOT.RooFit.DataError(2), ROOT.RooFit.LineStyle(1), ROOT.RooFit.MarkerColor(ROOT.EColor.kGreen), ROOT.RooFit.LineColor(ROOT.EColor.kGreen)) mframe3.Draw() mframe3.GetXaxis().SetTitle("Dijet Mass (GeV)") leg = TLegend(0.7,0.8,0.9,0.9) leg.AddEntry(mframe3.findObject("SIG"),"Signal Model","l") leg.AddEntry(mframe3.findObject("JERUP"),"+1 Sigma","l") leg.AddEntry(mframe3.findObject("JERDOWN"),"-1 Sigma","l") leg.Draw() jername = args.pdir+'/jer_m'+str(mass)+fstr+'.pdf' c3.SaveAs(jername) # ----------------------------------------- # create a datacard and corresponding workspace postfix = (('_' + args.postfix) if args.postfix != '' else '') dcName = 'datacard_' + args.final_state + '_m' + str(mass) + postfix + '.txt' wsName = 'workspace_' + args.final_state + '_m' + str(mass) + postfix + '.root' w = RooWorkspace('w','workspace') getattr(w,'import')(rooSigHist,RooFit.Rename("signal")) if args.jesUnc != None: getattr(w,'import')(hSig_Syst_DataHist['JESUp'],RooFit.Rename("signal__JESUp")) getattr(w,'import')(hSig_Syst_DataHist['JESDown'],RooFit.Rename("signal__JESDown")) if args.jerUnc != None: getattr(w,'import')(hSig_Syst_DataHist['JERUp'],RooFit.Rename("signal__JERUp")) getattr(w,'import')(hSig_Syst_DataHist['JERDown'],RooFit.Rename("signal__JERDown")) if args.decoBkg: getattr(w,'import')(background_deco,ROOT.RooCmdArg()) else: getattr(w,'import')(background,ROOT.RooCmdArg(),RooFit.Rename("background")) #if use different fits for shape uncertainties #getattr(w,'import')(,ROOT.RooCmdArg(),RooFit.Rename("background__bkgUp")) #getattr(w,'import')(,ROOT.RooCmdArg(),RooFit.Rename("background__bkgDown")) getattr(w,'import')(background_norm,ROOT.RooCmdArg()) getattr(w,'import')(rooDataHist,RooFit.Rename("data_obs")) w.Print() w.writeToFile(os.path.join(args.output_path,wsName)) beffUnc = 0.3 boffUnc = 0.06 datacard = open(os.path.join(args.output_path,dcName),'w') datacard.write('imax 1\n') datacard.write('jmax 1\n') datacard.write('kmax *\n') datacard.write('---------------\n') if args.jesUnc != None or args.jerUnc != None: datacard.write('shapes * * '+wsName+' w:$PROCESS w:$PROCESS__$SYSTEMATIC\n') else: datacard.write('shapes * * '+wsName+' w:$PROCESS\n') datacard.write('---------------\n') datacard.write('bin 1\n') datacard.write('observation -1\n') datacard.write('------------------------------\n') datacard.write('bin 1 1\n') datacard.write('process signal background\n') datacard.write('process 0 1\n') datacard.write('rate -1 1\n') datacard.write('------------------------------\n') datacard.write('lumi lnN %f -\n'%(1.+args.lumiUnc)) datacard.write('beff lnN %f -\n'%(1.+beffUnc)) datacard.write('boff lnN %f -\n'%(1.+boffUnc)) datacard.write('bkg lnN - 1.03\n') if args.jesUnc != None: datacard.write('JES shape 1 -\n') if args.jerUnc != None: datacard.write('JER shape 1 -\n') # flat parameters --- flat prior datacard.write('background_norm flatParam\n') if args.decoBkg: datacard.write('deco_eig1 flatParam\n') datacard.write('deco_eig2 flatParam\n') if not args.fixP3: datacard.write('deco_eig3 flatParam\n') else: datacard.write('p1 flatParam\n') datacard.write('p2 flatParam\n') if not args.fixP3: datacard.write('p3 flatParam\n') datacard.close() print '>> Datacards and workspaces created and stored in %s/'%( os.path.join(os.getcwd(),args.output_path) ) if __name__ == '__main__': main()