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probability
spinoffs/autobnn/autobnn/training_util_test.py
.py
# Copyright 2023 The TensorFlow Probability Authors. # # 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 o...
215
6,635
pyomo
pyomo/contrib/pynumero/sparse/tests/test_block_matrix.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
900
32,257
cvxpy
cvxpy/atoms/lambda_sum_largest.py
.py
""" Copyright 2013 Steven Diamond 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...
92
3,141
mlflow
tests/entities/test_run_info.py
.py
from mlflow.entities import RunInfo def _check( ri, run_id, experiment_id, user_id, status, start_time, end_time, lifecycle_stage, artifact_uri, ): assert isinstance(ri, RunInfo) assert ri.run_id == run_id assert ri.experiment_id == experiment_id assert ri.user_id =...
115
2,453
astropy
astropy/wcs/wcsapi/conftest.py
.py
import numpy as np import pytest from astropy.coordinates import SkyCoord from astropy.units import Quantity from astropy.wcs import WCS from astropy.wcs.wcsapi import BaseLowLevelWCS @pytest.fixture def spectral_1d_fitswcs(): wcs = WCS(naxis=1) wcs.wcs.ctype = ("FREQ",) wcs.wcs.cunit = ("Hz",) wcs.w...
186
4,405
pyomo
pyomo/scripting/plugins/build_ext.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
94
3,154
httpie
httpie/cli/argtypes.py
.py
import argparse import getpass import os import sys from copy import deepcopy from typing import List, Optional, Union from .constants import DEFAULT_FORMAT_OPTIONS, SEPARATOR_CREDENTIALS from ..sessions import VALID_SESSION_NAME_PATTERN class KeyValueArg: """Base key-value pair parsed from CLI.""" def __in...
276
7,991
beam
sdks/python/apache_beam/examples/inference/anomaly_detection/write_data_to_pubsub_pipeline/pipeline/options.py
.py
# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not us...
63
2,317
mlflow
tests/anthropic/test_anthropic_autolog.py
.py
import asyncio import re from typing import Any from unittest.mock import ANY, patch import anthropic import pytest from anthropic.types import Message, TextBlock, ToolUseBlock, Usage import mlflow.anthropic from mlflow.entities import SpanLogLevel from mlflow.entities.span import SpanType from mlflow.tracing.constan...
499
16,785
pyomo
pyomo/contrib/pynumero/examples/parallel_matvec.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
52
1,727
metrics
tests/unittests/classification/test_hinge.py
.py
# Copyright The Lightning team. # # 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 writin...
252
10,042
saleor
saleor/graphql/giftcard/tests/mutations/test_gift_card_unassign_user.py
.py
import graphene from .....giftcard import GiftCardEvents from .....giftcard.error_codes import GiftCardErrorCode from .....giftcard.utils import assign_gift_card_to_user from .....permission.enums import AccountPermissions from ....tests.utils import assert_no_permission, get_graphql_content MUTATION = """ mutati...
133
4,288
wandb
wandb/sdk/wandb_metric.py
.py
"""metric.""" from __future__ import annotations import logging from collections.abc import Callable, Sequence from wandb.proto import wandb_internal_pb2 as pb logger = logging.getLogger("wandb") class Metric: """Metric object.""" _callback: Callable[[pb.MetricRecord], None] | None _name: str _st...
115
3,320
mamba
libmambapy/tests/test_utils.py
.py
import copy import pytest import libmambapy def test_import_submodule(): import libmambapy.utils as utils # Dummy execution _p = utils.TextEmphasis def test_import_recursive(): import libmambapy as mamba # Dummy execution _p = mamba.utils.TextEmphasis def test_TextEmphasis(): TextE...
112
3,292
openvino
tests/llm/accuracy_conformance.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import gc import logging import os import shutil import tempfile import pytest from huggingface_hub import snapshot_download from optimum.intel.openvino import (OVModelForCausalLM, OVWeightQuantizatio...
259
10,510
mlflow
mlflow/genai/optimize/optimizers/base.py
.py
from abc import ABC, abstractmethod from typing import Any, Callable from mlflow.genai.optimize.types import EvaluationResultRecord, PromptOptimizerOutput # The evaluation function that takes candidate prompts as a dict # (prompt template name -> prompt template) and a dataset as a list of dicts, # and returns a list...
39
1,700
onnxruntime
onnxruntime/python/tools/transformers/models/bart/utils/onnx_inference.py
.py
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # -------------------------------------------------------------------------- import ...
96
3,497
pdm
src/pdm/builders/base.py
.py
from __future__ import annotations import functools import logging import os import shutil import subprocess import textwrap import threading from collections.abc import Iterable from logging import Logger from pathlib import Path from typing import TYPE_CHECKING, Any, ClassVar, cast from pyproject_hooks import ( ...
346
12,713
mlflow
tests/sagemaker/test_sagemaker_deployment_client.py
.py
import json import os import re import time from functools import wraps from io import BytesIO from typing import NamedTuple from unittest import mock import boto3 import botocore import numpy as np import pandas as pd import pytest from click.testing import CliRunner from moto.core import DEFAULT_ACCOUNT_ID from skle...
1,707
65,165
onnxruntime
docs/python/examples/plot_profiling.py
.py
# Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. """ .. _l-example-profiling: Profile the execution of a simple model ======================================= *ONNX Runtime* can profile the execution of the model. This example shows how to interpret the results. """ impo...
70
1,900
probability
tensorflow_probability/python/math/special_test.py
.py
# Copyright 2020 The TensorFlow Probability Authors. # # 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 o...
1,480
54,059
onnxruntime
onnxruntime/test/python/contrib_ops/profile_matmul_block_scaled.py
.py
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # -------------------------------------------------------------------------- """ Accuracy and latency harness for the CUDA MatMulBlockQuantizedFp8Wei...
507
20,344
mlflow
mlflow/langchain/retriever_chain.py
.py
"""Chain for wrapping a retriever.""" from __future__ import annotations import json from pathlib import Path from typing import Any import yaml from pydantic import ConfigDict, Field from mlflow.langchain._compat import ( import_async_callback_manager_for_chain_run, import_base_retriever, import_callba...
167
5,649
beam
sdks/python/apache_beam/internal/test_data/module_1_function_added.py
.py
# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not us...
34
1,129
openvino
tests/e2e_tests/test_utils/test_utils.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import csv import logging as log import os import re import shutil import sys from pathlib import Path from typing import Union from filelock import FileLock from contextlib import contextmanager from datetime import datetime import cop...
494
19,251
saleor
saleor/graphql/product/tests/mutations/test_product_type_update.py
.py
import json from unittest import mock from unittest.mock import patch import graphene import pytest from django.utils.functional import SimpleLazyObject from freezegun import freeze_time from .....core.utils.json_serializer import CustomJsonEncoder from .....product.error_codes import ProductErrorCode from .....produ...
534
16,566
loguru
tests/exceptions/source/backtrace/frame_values_forward.py
.py
import sys from loguru import logger logger.remove() logger.add(sys.stderr, format="", colorize=False, backtrace=True, diagnose=False) k = 2 def a(n): 1 / n def b(n): a(n - 1) @logger.catch def c(n): b(n - 1) c(k)
25
237
readthedocs.org
readthedocs/builds/version_slug.py
.py
""" Contains logic for handling version slugs. Handling slugs for versions is not too straightforward. We need to allow some characters which are uncommon in usual slugs. They are dots and underscores. Usually we want the slug to be the name of the tag or branch corresponding VCS version. However we need to strip url-...
129
4,236
pyfilesystem2
examples/rm_pyc.py
.py
""" Remove all pyc files in a directory. Usage: python rm_pyc.py <PATH or FS URL> """ import sys from fs import open_fs with open_fs(sys.argv[1]) as fs: count = fs.glob("**/*.pyc").remove() print(f"{count} .pyc files remove")
17
240
deap
doc/code/tutorials/part_1/1_where_to_start.py
.py
## 1.1 Types from deap import base, creator creator.create("FitnessMin", base.Fitness, weights=(-1.0,)) creator.create("Individual", list, fitness=creator.FitnessMin) ## 1.2 Initialization import random from deap import tools IND_SIZE = 10 toolbox = base.Toolbox() toolbox.register("attribute", random.random) toolbox...
68
2,147
scikit-bio
skbio/diversity/_block.py
.py
# ---------------------------------------------------------------------------- # Copyright (c) 2013--, scikit-bio development team. # # Distributed under the terms of the Modified BSD License. # # The full license is in the file LICENSE.txt, distributed with this software. # --------------------------------------------...
357
11,279
django-cms
cms/test_utils/project/sampleapp/forms.py
.py
from django import forms from django.contrib.auth.forms import AuthenticationForm from cms.test_utils.project.sampleapp.models import Category class LoginForm(AuthenticationForm): pass class LoginForm2(AuthenticationForm): pass class LoginForm3(AuthenticationForm): def __init__(self, request=None, *a...
25
493
mlflow
mlflow/store/model_registry/sqlalchemy_store.py
.py
import logging import threading import urllib import uuid from typing import Any import sqlalchemy from sqlalchemy import select from sqlalchemy.orm import Session from mlflow.entities.model_registry.model_version_stages import ( ALL_STAGES, DEFAULT_STAGES_FOR_GET_LATEST_VERSIONS, STAGE_ARCHIVED, STAG...
1,794
74,257
metrics
src/torchmetrics/functional/clustering/adjusted_mutual_info_score.py
.py
# Copyright The Lightning team. # # 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 writin...
122
4,470
gunicorn
examples/dirty_example/test_worker_integration.py
.py
# # This file is part of gunicorn released under the MIT license. # See the NOTICE for more information. #!/usr/bin/env python """ Integration test demonstrating DirtyWorker execution. This test demonstrates how the DirtyWorker loads apps and handles requests without actually forking processes (suitable for a quick t...
278
8,671
mlflow
tests/cli/test_scorers.py
.py
import json from typing import Any from unittest.mock import patch import pytest from click.testing import CliRunner import mlflow from mlflow.cli.scorers import commands from mlflow.exceptions import MlflowException from mlflow.genai.scorers import get_all_scorers, list_scorers, scorer from mlflow.utils.string_utils...
773
23,142
onnxruntime
onnxruntime/core/flatbuffers/ort_flatbuffers_py/fbs/Checkpoint.py
.py
# automatically generated by the FlatBuffers compiler, do not modify # namespace: fbs import flatbuffers from flatbuffers.compat import import_numpy np = import_numpy() class Checkpoint(object): __slots__ = ['_tab'] @classmethod def GetRootAs(cls, buf, offset=0): n = flatbuffers.encode.Get(flatb...
126
4,217
clearml
examples/automation/toy_base_task.py
.py
# This Task is the base task that we will be executing as a second step (see task_piping.py) # In order to make sure this experiment is registered in the platform, you must execute it once. from clearml import Task # Initialize the task pipe's first task used to start the task pipe task = Task.init('examples', 'Toy B...
20
675
wandb
tests/unit_tests/test_asyncio_manager.py
.py
import threading import unittest.mock import pytest from wandb.sdk.lib import asyncio_manager class _TestError(Exception): """Intentional error raised in a test.""" async def _return_value(value: str) -> str: return value async def _raise_test_error() -> None: raise _TestError def test_run_returns_...
110
2,360
probability
discussion/neutra/__init__.py
.py
# Copyright 2018 The TensorFlow Probability Authors. # # 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 o...
20
766
wandb
tests/unit_tests/test_launch/test_cli/test_job_create.py
.py
import pytest from wandb.cli import cli def test_parse_service_config_valid_single(): """Test parsing a single valid service configuration.""" result = cli.parse_service_config(None, None, ["test_service=always"]) assert result == {"test_service": "always"} def test_parse_service_config_valid_multiple()...
90
3,547
saleor
saleor/product/tests/test_managers.py
.py
from ...product.models import ProductVariant def test_available_quantity_with_no_allocations(variant, allocations): stocks = variant.stocks.first() stocks.allocations.all().delete() assert stocks.quantity == 15 assert stocks.allocations.count() == 0 # No allocations have been made, so available_q...
61
2,241
biopython
Tests/test_Phylo_CDAO.py
.py
# Copyright (C) 2013 by Ben Morris (ben@bendmorris.com) # based on code by Eric Talevich (eric.talevich@gmail.com) # This code is part of the Biopython distribution and governed by its # license. Please see the LICENSE file that should have been included # as part of this package. """Unit tests for the CDAO and CDAOIO...
108
3,270
coremltools
coremltools/converters/mil/mil/types/__init__.py
.py
# Copyright (c) 2020, Apple Inc. All rights reserved. # # Use of this source code is governed by a BSD-3-clause license that can be # found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause from .annotate import annotate, apply_delayed_types, class_annotate, delay_type from .get_type_info i...
94
2,170
pyomo
pyomo/core/tests/unit/test_block.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
3,793
130,502
openvino
tests/e2e_tests/common/postprocessors/filters.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np from .provider import ClassProvider class FilterByLabels(ClassProvider): __action_name__ = 'classes_filter' def __init__(self, config): self.classes = config.get("classes", []) def apply(self, d...
90
3,120
pdm
src/pdm/models/requirements.py
.py
from __future__ import annotations import dataclasses import functools import inspect import json import os import posixpath import re import secrets import urllib.parse as urlparse from collections.abc import Sequence from importlib.metadata import Distribution from pathlib import Path from typing import TYPE_CHECKIN...
540
20,124
onnxruntime
onnxruntime/python/tools/quantization/fusions/fusion_layernorm.py
.py
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # -------------------------------------------------------------------------- from __fut...
147
6,000
hydra
hydra/core/plugins.py
.py
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved import importlib import importlib.util import inspect import pkgutil import sys import warnings from collections import defaultdict from dataclasses import dataclass, field from timeit import default_timer as timer from typing import Any, Dict, List...
277
10,607
kafka
tests/kafkatest/services/trogdor/network_partition_fault_spec.py
.py
# Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use ...
40
1,816
kafka
tests/kafkatest/services/trogdor/produce_bench_workload.py
.py
# Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use ...
57
2,442
mlflow
mlflow/server/security_utils.py
.py
""" Shared security utilities for MLflow server middleware. This module contains common functions used by both Flask and FastAPI security implementations. """ import fnmatch from urllib.parse import urlparse from mlflow.environment_variables import ( MLFLOW_SERVER_ALLOWED_HOSTS, MLFLOW_SERVER_CORS_ALLOWED_OR...
171
5,294
mlflow
examples/gateway/huggingface/example.py
.py
from mlflow.deployments import get_deploy_client def main(): client = get_deploy_client("http://localhost:7000") print(f"Hugging Face TGI endpoints: {client.list_endpoints()}\n") print( f"Hugging Face completions endpoint info: {client.get_endpoint(endpoint='completions')}\n" ) # Complet...
26
645
clearml
clearml/utilities/requests_toolbelt/_compat.py
.py
"""Private module full of compatibility hacks. Primarily this is for downstream redistributions of requests that unvendor urllib3 without providing a shim. .. warning:: This module is private. If you use it, and something breaks, you were warned """ import sys import requests try: from requests.package...
328
9,956
onnx
tests/python/tools_test.py
.py
# Copyright (c) ONNX Project Contributors # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import numpy as np from numpy.testing import assert_allclose import onnx from onnx import TensorProto, helper, numpy_helper from onnx.defs import onnx_opset_version from onnx.reference import ReferenceE...
322
13,407
saleor
saleor/graphql/attribute/tests/test_utils.py
.py
import datetime from collections import defaultdict import graphene import pytest from django.conf import settings from django.core.exceptions import ValidationError from graphql import GraphQLError from ....attribute import AttributeInputType from ....attribute.models import AttributeValue from ....attribute.utils i...
2,975
92,498
wagtail
wagtail/test/snippets/models.py
.py
from django.db import models from modelcluster.fields import ParentalKey from modelcluster.models import ClusterableModel from wagtail.admin.panels import FieldPanel, InlinePanel from wagtail.fields import RichTextField from wagtail.models import TranslatableMixin from wagtail.search import index from wagtail.snippets...
123
2,836
coremltools
coremltools/converters/mil/frontend/tensorflow/tf_graph_pass/constant_propagation.py
.py
# Copyright (c) 2020, Apple Inc. All rights reserved. # # Use of this source code is governed by a BSD-3-clause license that can be # found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause import gc import tensorflow as tf from packaging.version import Version from coremltools import _lo...
164
6,849
hypercorn
tests/protocol/test_ws_stream.py
.py
from __future__ import annotations import asyncio from typing import Any, cast from unittest.mock import AsyncMock, call, Mock import pytest import pytest_asyncio from wsproto.events import BytesMessage, TextMessage from hypercorn.asyncio.task_group import TaskGroup from hypercorn.asyncio.worker_context import Worke...
552
18,061
black
tests/data/cases/context_managers_38.py
.py
with \ make_context_manager1() as cm1, \ make_context_manager2() as cm2, \ make_context_manager3() as cm3, \ make_context_manager4() as cm4 \ : pass with \ make_context_manager1() as cm1, \ make_context_manager2(), \ make_context_manager3() as cm3, \ make_context_manager4()...
55
1,140
kafka
tests/kafkatest/services/security/listener_security_config.py
.py
# Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use ...
44
2,747
onnxruntime
tools/python/convert_onnx_models_to_ort.py
.py
#!/usr/bin/env python3 # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # This script is a stub that uses the model conversion script from the util subdirectory. # We do it this way so we can use relative imports in that script, which makes it easy to include # in the ORT p...
22
956
coveragepy
coverage/env.py
.py
# Licensed under the Apache License: http://www.apache.org/licenses/LICENSE-2.0 # For details: https://github.com/coveragepy/coveragepy/blob/main/NOTICE.txt """Determine facts about the environment.""" from __future__ import annotations import os import platform import sys import sysconfig from collections.abc impor...
143
5,273
pyomo
pyomo/environ/tests/test_environ.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
257
9,032
pymc
tests/test_printing.py
.py
# Copyright 2024 - present The PyMC Developers # # 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...
571
23,421
wandb
wandb/proto/wandb_api_pb2.py
.py
import google.protobuf protobuf_version = google.protobuf.__version__[0] if protobuf_version == "5": from wandb.proto.v5.wandb_api_pb2 import * elif protobuf_version == "6": from wandb.proto.v6.wandb_api_pb2 import * elif protobuf_version == "7": from wandb.proto.v7.wandb_api_pb2 import * else: raise ...
17
528
coveragepy
coverage/control.py
.py
# Licensed under the Apache License: http://www.apache.org/licenses/LICENSE-2.0 # For details: https://github.com/coveragepy/coveragepy/blob/main/NOTICE.txt """Central control stuff for coverage.py.""" from __future__ import annotations import atexit import collections import contextlib import datetime import os imp...
1,520
56,025
django-cms
cms/test_utils/project/second_urls_for_apphook_tests.py
.py
from django.conf import settings from django.conf.urls.i18n import i18n_patterns from django.contrib import admin from django.urls import include, re_path from django.views.i18n import JavaScriptCatalog from django.views.static import serve from cms.utils.conf import get_cms_setting admin.autodiscover() urlpatterns ...
25
807
astropy
astropy/io/votable/converters.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """ This module handles the conversion of various VOTABLE datatypes to/from TABLEDATA_ and BINARY_ formats. """ # STDLIB import re import struct import sys from math import prod # THIRD-PARTY import numpy as np from numpy import ma # ASTROPY from astrop...
1,552
45,735
pyro
pyro/poutine/substitute_messenger.py
.py
# Copyright (c) 2017-2019 Uber Technologies, Inc. # SPDX-License-Identifier: Apache-2.0 import warnings from typing import TYPE_CHECKING, Dict, Set from typing_extensions import Self from pyro import params from pyro.poutine.messenger import Messenger from pyro.poutine.util import is_validation_enabled if TYPE_CHEC...
95
3,295
conda
conda/cli/main_env_remove.py
.py
# Copyright (C) 2012 Anaconda, Inc # SPDX-License-Identifier: BSD-3-Clause """CLI implementation for `conda-env remove`. Removes the specified conda environment. """ from argparse import ( ArgumentParser, _SubParsersAction, ) def configure_parser(sub_parsers: _SubParsersAction, **kwargs) -> ArgumentParser: ...
72
1,504
mlflow
tests/data/test_code_dataset_source.py
.py
from mlflow.data.code_dataset_source import CodeDatasetSource def test_code_dataset_source_from_path(): tags = { "mlflow_source_type": "NOTEBOOK", "mlflow_source_name": "some_random_notebook_path", } code_datasource = CodeDatasetSource(tags) assert code_datasource.to_dict() == { ...
17
435
wagtail
wagtail/__init__.py
.py
# PLEASE NOTE: If you edit this file (other than updating the version number), please # also update scripts/nightly/get_version.py as well as that needs to generate a new # version of this file from a template for nightly builds from wagtail.utils.version import get_semver_version, get_version # major.minor.patch.rel...
26
724
openvino
docs/articles_en/assets/snippets/ov_dynamic_shapes.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np from utils import get_dynamic_model #! [import] import openvino as ov #! [import] model = get_dynamic_model() #! [reshape_undefined] core = ov.Core() # Set first dimension to be dynamic while keeping others static ...
119
3,139
cvxpy
cvxpy/atoms/elementwise/maximum.py
.py
""" Copyright 2013 Steven Diamond 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...
135
4,170
textual
src/textual/_styles_cache.py
.py
from __future__ import annotations from functools import lru_cache from typing import TYPE_CHECKING, Callable, Iterable, Sequence import rich.repr from rich.segment import Segment from rich.style import Style as RichStyle from rich.terminal_theme import TerminalTheme from textual import log from textual._ansi_theme ...
524
19,197
metrics
src/torchmetrics/functional/regression/log_mse.py
.py
# Copyright The Lightning team. # # 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 writin...
77
2,598
conda
conda/_private/shards/misc.py
.py
# Copyright (C) 2012 Anaconda, Inc # SPDX-License-Identifier: BSD-3-Clause """ Miscellaneous utility functions for sharded repodata processing. This module contains utility functions that don't fit cleanly into other modules: - URL handling - Package name parsing - Data transformation helpers - Threading utilities """...
220
7,461
saleor
saleor/plugins/tests/utils.py
.py
def get_config_value( field_name: str, configuration: list[dict[str, str | bool]] ) -> str | bool | None: for elem in configuration: if elem["name"] == field_name: return elem["value"] return None
8
229
biopython
Tests/test_SCOP_Des.py
.py
# Copyright 2001 by Gavin E. Crooks. All rights reserved. # This code is part of the Biopython distribution and governed by its # license. Please see the LICENSE file that should have been included # as part of this package. """Unit test for Des.""" import unittest from Bio.SCOP import Des class DesTests(unittes...
55
1,874
beam
sdks/python/apache_beam/testing/benchmarks/cloudml/cloudml_benchmark_constants_lib.py
.py
# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not us...
30
1,089
mlflow
mlflow/protos/issues_pb2.py
.py
import google.protobuf from packaging.version import Version if Version(google.protobuf.__version__).major >= 5: # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: issues.proto # Protobuf Python Version: 5.26.0 """Generated protocol buffer code.""" from google.prot...
192
12,576
textual
src/textual/layouts/vertical.py
.py
from __future__ import annotations from fractions import Fraction from typing import TYPE_CHECKING from textual._resolve import resolve_box_models from textual.geometry import NULL_OFFSET, Region, Size from textual.layout import ArrangeResult, Layout, WidgetPlacement if TYPE_CHECKING: from textual.geometry impor...
125
3,913
scikit-bio
skbio/tree/_me.py
.py
# ---------------------------------------------------------------------------- # Copyright (c) 2013--, scikit-bio development team. # # Distributed under the terms of the Modified BSD License. # # The full license is in the file LICENSE.txt, distributed with this software. # --------------------------------------------...
1,734
61,848
sphinx
sphinx/config.py
.py
"""Build configuration file handling.""" from __future__ import annotations import time import traceback import types from contextlib import chdir from os import getenv from pathlib import Path from typing import TYPE_CHECKING, Any, Literal, NamedTuple from sphinx.errors import ConfigError, ExtensionError from sphin...
915
34,669
saleor
saleor/graphql/product/mutations/product_type/product_type_delete.py
.py
import graphene from django.db.models import Q from django.db.models.expressions import Exists, OuterRef from .....attribute import AttributeInputType from .....attribute import models as attribute_models from .....core.tracing import traced_atomic_transaction from .....order import OrderStatus from .....order import ...
79
3,091
astropy
astropy/io/fits/tests/test_util.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst import gzip import os import signal import sys import threading import numpy as np import pytest from numpy.testing import assert_equal from astropy.io.fits import util from astropy.io.fits.util import _rstrip_inplace, ignore_sigint from astropy.utils.c...
202
7,079
hatch
tests/helpers/templates/wheel/standard_default_build_script_force_include.py
.py
from hatch.template import File from hatch.utils.fs import Path from hatchling.__about__ import __version__ from hatchling.metadata.spec import DEFAULT_METADATA_VERSION from ..new.feature_no_src_layout import get_files as get_template_files from .utils import update_record_file_contents def get_files(**kwargs): ...
52
1,410
saleor
saleor/graphql/order/tests/benchmark/test_order_bulk_create.py
.py
from decimal import Decimal import graphene import pytest from django.utils import timezone from ....discount.enums import DiscountValueTypeEnum from ....tests.utils import get_graphql_content from ..mutations.test_order_bulk_create import ( # noqa: F401 ORDER_BULK_CREATE, order_bulk_input, order_bulk_in...
90
2,408
deap
examples/pso/basic.py
.py
# This file is part of DEAP. # # DEAP is free software: you can redistribute it and/or modify # it under the terms of the GNU Lesser General Public License as # published by the Free Software Foundation, either version 3 of # the License, or (at your option) any later version. # # DEAP is distributed ...
92
3,352
saleor
saleor/order/tests/test_base_order_total.py
.py
from decimal import ROUND_HALF_UP, Decimal from prices import Money from ...core.taxes import zero_money from ...discount import DiscountType, DiscountValueType from .. import base_calculations def test_base_order_total(order_with_lines): # given order = order_with_lines lines = order.lines.all() sh...
625
20,427
onnxruntime
onnxruntime/python/tools/transformers/optimizer.py
.py
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # -------------------------------------------------------------------------- # Convert Bert ONNX model converted from TensorFlow or exported from Py...
622
25,163
onnx
onnx/backend/test/case/node/split.py
.py
# Copyright (c) ONNX Project Contributors # # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import numpy as np import onnx from onnx.backend.test.case.base import Base from onnx.backend.test.case.node import expect class Split(Base): @staticmethod def export_1d_opset13() -> None: ...
379
11,845
django-cms
cms/middleware/utils.py
.py
from cms.utils import apphook_reload class ApphookReloadMiddleware: """ If the URLs are stale, reload them. """ def __init__(self, get_response): self.get_response = get_response def __call__(self, request): apphook_reload.ensure_urlconf_is_up_to_date() return self.get_res...
18
478
biopython
Bio/SeqUtils/ProtParamData.py
.py
# Copyright 2003 Yair Benita. All rights reserved. # This file is part of the Biopython distribution and governed by your # choice of the "Biopython License Agreement" or the "BSD 3-Clause License". # Please see the LICENSE file that should have been included as part of this # package. """Indices to be used with ProtP...
391
18,172
saleor
saleor/giftcard/tests/test_events.py
.py
from decimal import Decimal from .. import GiftCardEvents from ..events import ( gift_card_assigned_event, gift_card_balance_adjusted_event, gift_card_unassigned_event, ) def test_gift_card_balance_adjusted_event(gift_card, staff_user): # given old_current = Decimal("50.00") old_initial = Dec...
59
1,974
mlflow
examples/langchain/retrieval_qa_chain.py
.py
import os import tempfile from langchain.chains import RetrievalQA from langchain.document_loaders import TextLoader from langchain.embeddings.openai import OpenAIEmbeddings from langchain.llms import OpenAI from langchain.text_splitter import CharacterTextSplitter from langchain.vectorstores import FAISS import mlfl...
47
1,696
wandb
tests/unit_tests/test_launch/test_runner/test_local_process.py
.py
import shlex from unittest.mock import MagicMock import pytest from wandb.sdk.launch._project_spec import EntryPoint from wandb.sdk.launch.runner.local_process import LocalProcessRunner @pytest.fixture def mock_launch_project(): """Mock the launch project for testing.""" project = MagicMock() project.ove...
99
3,257
pyomo
examples/mpec/linear1.py
.py
# ____________________________________________________________________________________ # # Pyomo: Python Optimization Modeling Objects # Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC # Under the terms of Contract DE-NA0003525 with National Technology and Engineering # Solutions of...
25
840
luigi
test/task_register_test.py
.py
# -*- coding: utf-8 -*- # # Copyright 2017 VNG Corporation # # 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...
56
1,760