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coremltools
coremltools/converters/mil/frontend/tensorflow/ops.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 numpy as _np import numpy as np from coremltools import _logger as logger from coremltools.co...
3,694
129,113
probability
discussion/robust_inverse_graphics/models_test.py
.py
# Copyright 2024 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...
246
7,514
readthedocs.org
readthedocs/gold/forms.py
.py
"""Gold subscription forms.""" from django import forms from django.utils.translation import gettext_lazy as _ from readthedocs.projects.models import Project from .models import LEVEL_CHOICES from .models import GoldUser class GoldSubscriptionForm(forms.ModelForm): """Gold subscription form.""" class Met...
63
1,848
loguru
tests/test_pickling.py
.py
import asyncio import contextlib import datetime import logging import pickle import pytest from loguru import logger from .conftest import parse def print_(message): print(message, end="") async def async_print(msg): print_(msg) @contextlib.contextmanager def copied_logger_though_pickle(logger): p...
351
10,656
onnx
onnx/backend/test/case/node/scan.py
.py
# Copyright (c) ONNX Project Contributors # # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import numpy as np import onnx import onnx.parser from onnx.backend.test.case.base import Base from onnx.backend.test.case.node import expect class Scan(Base): @staticmethod def export_scan_8...
156
5,879
wandb
wandb/apis/public/runs.py
.py
"""W&B Public API for Runs. This module provides classes for interacting with W&B runs and their associated data. Example: ```python from wandb.apis.public import Api # Get runs matching filters runs = Api().runs( path="entity/project", filters={"state": "finished", "config.batch_size": 32} ) # Access run data ...
1,786
63,005
biopython
Bio/Nexus/StandardData.py
.py
# Copyright 2014 Joe Cora. # Revisions copyright 2017 Peter Cock. # 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 # pa...
118
3,996
pymc
tests/sampling/test_deterministic.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...
153
5,971
metrics
tests/unittests/classification/test_negative_predictive_value.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...
602
25,003
pyomo
pyomo/contrib/trustregion/examples/example1.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...
80
2,379
marshmallow
src/marshmallow/__init__.py
.py
from marshmallow.constants import EXCLUDE, INCLUDE, RAISE, missing from marshmallow.decorators import ( post_dump, post_load, pre_dump, pre_load, validates, validates_schema, ) from marshmallow.exceptions import ValidationError from marshmallow.schema import Schema, SchemaOpts from . import fie...
31
573
beam
learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/python-challenge/task.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"); y...
69
2,520
probability
tensorflow_probability/python/distributions/zipf.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...
367
15,185
openvino
tests/layer_tests/onnx_tests/test_instance_normalization.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest from common.onnx_layer_test_class import OnnxRuntimeLayerTest, onnx_make_model class TestInstanceNormalization(OnnxRuntimeLayerTest): def create_net(self, shape, epsilon, precision, ir_version): ...
112
3,737
openvino
src/frontends/tensorflow/tests/test_models/models_pbtxt/partitioned_call2.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import tensorflow.compat.v1 as tf @tf.function def second_func(x): x = tf.raw_ops.TopKV2(input=x, k=tf.constant(3, tf.int32))[1] x = tf.add(x, tf.constant(10, tf.int32)) return x @tf.function def first_func(x, y): ret...
22
623
django-cms
cms/test_utils/project/pluginapp/plugins/link/models.py
.py
from django.db import models from cms.models import CMSPlugin class Link(CMSPlugin): name = models.CharField( verbose_name='Display name', max_length=255, ) external_link = models.URLField( verbose_name='External link', max_length=2040, ) def __str__(self): ...
24
502
mlflow
examples/livekit/voice_agent.py
.py
import logging import os from livekit.agents import JobContext, JobProcess, WorkerOptions, cli from livekit.agents.telemetry import set_tracer_provider from livekit.agents.voice import Agent, AgentSession from livekit.plugins import openai, silero from opentelemetry import trace from opentelemetry.exporter.otlp.proto....
79
2,646
readthedocs.org
readthedocs/search/tests/test_api.py
.py
import re from unittest import mock import pytest from django.urls import reverse from django_dynamic_fixture import get from readthedocs.builds.models import Version from readthedocs.projects.constants import ( MKDOCS, MKDOCS_HTML, PUBLIC, SPHINX, SPHINX_HTMLDIR, SPHINX_SINGLEHTML, ) from rea...
742
27,296
mlflow
dev/clint/tests/rules/test_lazy_module.py
.py
from pathlib import Path from clint.config import Config from clint.index import SymbolIndex from clint.linter import Position, Range, lint_file from clint.rules.lazy_module import LazyModule def test_lazy_module(index: SymbolIndex) -> None: # Create a file that looks like mlflow/__init__.py for the rule to appl...
29
1,072
jupytext
tests/data/notebooks/outputs/ipynb_to_script_vim_folding_markers/Notebook_with_more_R_magic_111.py
.py
# --- # jupyter: # jupytext: # cell_markers: '{{{,}}}' # kernelspec: # display_name: Python 3 # language: python # name: python3 # --- # {{{ # %load_ext rpy2.ipython import pandas as pd df = pd.DataFrame( { "Letter": ["a", "a", "a", "b", "b", "b", "c", "c", "c"], "X": [4, 3, 5,...
29
585
saleor
saleor/graphql/tax/mutations/tax_configuration_update.py
.py
from typing import Any, Final import graphene from django.core.exceptions import ValidationError from ....app.utils import get_active_tax_apps from ....permission.enums import CheckoutPermissions from ....plugins import PLUGIN_IDENTIFIER_PREFIX from ....tax import error_codes, models from ...account.enums import Coun...
377
15,651
astropy
astropy/coordinates/spectral_coordinate.py
.py
import warnings from textwrap import indent import numpy as np import astropy.units as u from astropy.constants import c from astropy.coordinates import ( ICRS, CartesianDifferential, CartesianRepresentation, SkyCoord, ) from astropy.coordinates.baseframe import BaseCoordinateFrame, frame_transform_gr...
789
31,014
luigi
luigi/tools/deps_tree.py
.py
# -*- coding: utf-8 -*- """ This module parses commands exactly the same as the luigi task runner. You must specify the module, the task and task parameters. Instead of executing a task, this module prints the significant parameters and state of the task and its dependencies in a tree format. Use this to visualize the ...
77
2,568
pyomo
pyomo/repn/parameterized.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...
169
5,483
textual
src/textual/drivers/linux_driver.py
.py
from __future__ import annotations import asyncio import os import selectors import signal import sys import termios import tty from codecs import getincrementaldecoder from threading import Event, Thread from typing import TYPE_CHECKING, Any, Final import rich.repr from textual import constants, events from textual...
486
16,950
probability
tensorflow_probability/python/experimental/fastgp/fast_log_det.py
.py
# Copyright 2024 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...
732
22,197
django-cms
cms/tests/test_toolbar_pool.py
.py
from collections import OrderedDict from django.core.exceptions import ImproperlyConfigured from cms import api from cms.exceptions import ToolbarAlreadyRegistered, ToolbarNotRegistered from cms.test_utils.testcases import CMSTestCase from cms.toolbar.utils import get_object_edit_url from cms.toolbar_base import CMST...
72
2,664
pyomo
pyomo/core/tests/unit/kernel/test_suffix.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...
570
19,454
mlflow
docs/scripts/build-api-docs.py
.py
import os import shutil import subprocess import click @click.command() @click.option("--with-r", "with_r", is_flag=True, default=False, help="Build R documentation") @click.option( "--with-ts", "with_ts", is_flag=True, default=True, help="Build TypeScript documentation" ) def main(with_r, with_ts): try: ...
44
1,550
onnxruntime
tools/python/util/mobile_helpers/usability_checker.py
.py
# Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. from __future__ import annotations import argparse import logging import os import pathlib import tempfile from collections import deque from enum import IntEnum import onnx from ..onnx_model_utils import ModelProtoWithShap...
739
31,640
pyomo
pyomo/contrib/solver/solvers/knitro/direct.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...
59
2,183
metrics
tests/unittests/detection/test_intersection.py
.py
# Copyright The PyTorch 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 i...
462
16,676
textual
tests/snapshot_tests/snapshot_apps/button_outline.py
.py
from textual.app import App, ComposeResult from textual.widgets import Button class ButtonIssue(App[None]): AUTO_FOCUS = None CSS = """ Button { outline: white; } """ def compose(self) -> ComposeResult: yield Button("Test") if __name__ == "__main__": ButtonIssue().run()
19
320
pyro
pyro/infer/reparam/discrete_cosine.py
.py
# Copyright Contributors to the Pyro project. # SPDX-License-Identifier: Apache-2.0 from pyro.distributions.transforms.discrete_cosine import DiscreteCosineTransform from .unit_jacobian import UnitJacobianReparam class DiscreteCosineReparam(UnitJacobianReparam): """ Discrete Cosine reparameterizer, using a ...
43
2,076
luigi
test/contrib/pig_test.py
.py
# -*- coding: utf-8 -*- # # Copyright 2012-2015 Spotify AB # # 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...
241
7,586
astropy
astropy/units/function/logarithmic.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst import numbers from functools import cached_property import numpy as np from astropy.units import ( CompositeUnit, Unit, UnitConversionError, UnitsError, UnitTypeError, dimensionless_unscaled, ) from .core import FunctionQuantity...
434
15,155
probability
tensorflow_probability/examples/cifar10_bnn.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...
282
10,807
python-prompt-toolkit
examples/dialogs/progress_dialog.py
.py
#!/usr/bin/env python """ Example of a progress bar dialog. """ import os import time from prompt_toolkit.shortcuts import progress_dialog def worker(set_percentage, log_text): """ This worker function is called by `progress_dialog`. It will run in a background thread. The `set_percentage` function...
48
1,138
hatch
tests/project/test_utils.py
.py
import pytest from hatch.project.utils import parse_inline_script_metadata class TestParseInlineScriptMetadata: def test_no_metadata(self): assert parse_inline_script_metadata("") is None def test_too_many_blocks(self, helpers): script = helpers.dedent( """ # /// scri...
50
1,303
ipython
IPython/core/historyapp.py
.py
""" An application for managing IPython history. To be invoked as the `ipython history` subcommand. """ import sqlite3 from contextlib import closing from pathlib import Path from traitlets.config.application import Application from .application import BaseIPythonApplication from traitlets import Bool, Int, Dict fro...
159
6,162
luigi
test/helpers_test.py
.py
# -*- coding: utf-8 -*- # # Copyright 2012-2016 Spotify AB # # 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...
62
1,686
probability
tensorflow_probability/python/experimental/mcmc/covariance_reducer.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...
310
12,939
saleor
saleor/graphql/shop/resolvers.py
.py
from django.utils import translation from django_countries import countries from ...account.models import Address from ...shipping.models import ShippingMethod, ShippingMethodChannelListing from ...shipping.postal_codes import filter_shipping_methods_by_postal_code_rules from ...shipping.utils import convert_to_shippi...
66
2,583
saleor
saleor/graphql/shop/types.py
.py
import graphene from django.conf import settings from django_countries import countries from phonenumbers import COUNTRY_CODE_TO_REGION_CODE from ... import __version__, schema_version from ...account import models as account_models from ...app.utils import get_active_tax_apps from ...channel import models as channel_...
814
28,652
pyomo
pyomo/mpec/complementarity.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...
387
14,144
deap
examples/ga/onemax.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 ...
161
5,307
sqlmap
plugins/dbms/h2/filesystem.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ from lib.core.common import checkFile from lib.core.convert import encodeHex from lib.core.data import kb from lib.core.data import logger from lib.core.enums import CHARSET_TYPE ...
49
2,082
confluent-kafka-python
tests/schema_registry/data/proto/newerwidget_pb2.py
.py
# -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: newerwidget.proto """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool from google.protobuf import symbol_database as _symb...
29
1,124
cvxpy
cvxpy/lin_ops/backends/base.py
.py
""" Copyright 2025, the CVXPY 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 or agreed to in writing, sof...
1,005
36,499
mlflow
tests/tracking/context/test_registry.py
.py
from importlib import reload from unittest import mock import pytest import mlflow.tracking.context.registry from mlflow.tracking.context.databricks_job_context import DatabricksJobRunContext from mlflow.tracking.context.databricks_notebook_context import DatabricksNotebookRunContext from mlflow.tracking.context.data...
161
5,786
mlflow
tests/genai/judges/test_judge_tool_get_traces_in_session.py
.py
from unittest.mock import MagicMock, patch import pytest from mlflow.entities.trace import Trace, TraceData from mlflow.entities.trace_info import TraceInfo as MlflowTraceInfo from mlflow.entities.trace_location import TraceLocation from mlflow.entities.trace_state import TraceState from mlflow.exceptions import Mlfl...
166
6,004
onnxruntime
onnxruntime/core/flatbuffers/ort_flatbuffers_py/fbs/NodeType.py
.py
# automatically generated by the FlatBuffers compiler, do not modify # namespace: fbs class NodeType(object): Primitive = 0 Fused = 1
8
144
python-prompt-toolkit
src/prompt_toolkit/lexers/__init__.py
.py
""" Lexer interface and implementations. Used for syntax highlighting. """ from __future__ import annotations from .base import DynamicLexer, Lexer, SimpleLexer from .pygments import PygmentsLexer, RegexSync, SyncFromStart, SyntaxSync __all__ = [ # Base. "Lexer", "SimpleLexer", "DynamicLexer", # ...
22
409
pyro
tests/ops/test_gaussian.py
.py
# Copyright (c) 2017-2019 Uber Technologies, Inc. # SPDX-License-Identifier: Apache-2.0 import math from collections import OrderedDict import pytest import torch from torch.distributions import constraints, transform_to from torch.nn.functional import pad import pyro.distributions as dist from pyro.distributions.ut...
613
23,038
beam
sdks/python/apache_beam/transforms/deduplicate_test.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...
168
6,786
probability
tensorflow_probability/python/bijectors/moyal_cdf_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...
79
3,098
probability
tensorflow_probability/python/bijectors/expm1.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...
104
2,985
saleor
saleor/page/tasks.py
.py
from django.conf import settings from django.db import transaction from ..celeryconf import app from ..core.db.connection import allow_writer from .lock_objects import page_qs_select_for_update from .models import Page from .search import update_pages_search_vector # Results in update time ~1s, consumes ~25 MB UPDATE...
39
1,122
probability
tensorflow_probability/python/internal/backend/numpy/keras_layers.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...
27
884
mkdocs-material
material/plugins/meta/config.py
.py
# Copyright (c) 2016-2025 Martin Donath <martin.donath@squidfunk.com> # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to # deal in the Software without restriction, including without limitation the # rights to use, c...
34
1,557
onnxruntime
onnxruntime/test/python/quantization/test_quant_preprocess.py
.py
#!/usr/bin/env python # ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # ---------------------------------------------------------------...
242
9,369
astropy
astropy/io/misc/pyarrow/csv.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """ This module provides functionality to read CSV files into Astropy Tables using PyArrow. """ import datetime import io import os from typing import TYPE_CHECKING, BinaryIO, Literal, Union import numpy as np from numpy.typing import DTypeLike, NDArray ...
543
20,259
mlflow
tests/system_metrics/test_collect_metrics.py
.py
from mlflow.system_metrics.metrics.cpu_monitor import CPUMonitor from mlflow.system_metrics.metrics.disk_monitor import DiskMonitor from mlflow.system_metrics.metrics.gpu_monitor import GPUMonitor from mlflow.system_metrics.metrics.network_monitor import NetworkMonitor def test_cpu_monitor(): cpu_monitor = CPUMon...
89
3,644
astropy
astropy/io/votable/tests/test_converter.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst import io # THIRD-PARTY import numpy as np import pytest from numpy.testing import assert_array_equal # LOCAL from astropy.io.votable import converters, exceptions, tree from astropy.io.votable.table import parse_single_table from astropy.utils.data imp...
337
10,840
openvino
tests/layer_tests/tensorflow_tests/test_tf_MatrixDiag.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest import tensorflow as tf from common.tf_layer_test_class import CommonTFLayerTest class TestMatrixDiag(CommonTFLayerTest): def _prepare_input(self, inputs_info): assert 'diagonal:0' in inputs...
43
1,590
astropy
astropy/conftest.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """ This file contains pytest configuration settings that are astropy-specific. """ import builtins import os import sys import warnings from dataclasses import replace from pathlib import Path from threading import Lock try: from pytest_astropy_head...
224
7,355
onnxruntime
onnxruntime/test/testdata/make_conv_int4_weights_model.py
.py
import numpy as np import onnx from onnxruntime.quantization import CalibrationDataReader, QuantType, quantize from onnxruntime.quantization.execution_providers.qnn import get_qnn_qdq_config INPUT0_SHAPE = (1, 3, 8, 8) INPUT0_NAME = "input_0" def create_f32_model(): input_0 = onnx.helper.make_tensor_value_info(...
99
4,182
beam
sdks/python/apache_beam/io/external/xlang_kafkaio_perf_test.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...
145
5,200
pdm
tests/resolver/test_graph.py
.py
import itertools from pdm.resolver.graph import OrderedSet def test_ordered_set(): elems = ["A", "bb", "c3"] all_sets = set() for case in itertools.permutations(elems): s = OrderedSet(case) all_sets.add(s) assert list(s) == list(case) assert len(s) == len(case) for...
21
561
probability
tensorflow_probability/python/mcmc/langevin.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...
950
36,728
openvino
src/bindings/python/tests/test_runtime/test_experimental.py
.py
# -*- coding: utf-8 -*- # Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 from openvino.experimental import evaluate_as_partial_shape, evaluate_both_bounds, set_element_type, set_tensor_type import pytest from openvino import Shape, PartialShape, Dimension, Type from openvino.op import...
71
2,251
confluent-kafka-python
src/confluent_kafka/avro/load.py
.py
#!/usr/bin/env python # # Copyright 2017 Confluent Inc. # # 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...
58
1,737
probability
tensorflow_probability/python/bijectors/softmax_centered.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...
173
6,844
astropy
astropy/time/tests/test_sidereal.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst import functools import itertools import erfa import numpy as np import pytest from astropy import units as u from astropy.tests.helper import _skip_docstring_tests_with_optimized_python from astropy.time import Time from astropy.time.core import SIDEREA...
306
11,843
openvino
tests/layer_tests/tensorflow_tests/test_tf_MatrixBandPart.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest import tensorflow as tf from common.tf_layer_test_class import CommonTFLayerTest rng = np.random.default_rng() class TestMatrixBandPart(CommonTFLayerTest): def _prepare_input(self, inputs_info): ...
40
1,742
mlflow
mlflow/data/tensorflow_dataset.py
.py
import json import logging from functools import cached_property from typing import Any import numpy as np from mlflow.data.dataset import Dataset from mlflow.data.dataset_source import DatasetSource from mlflow.data.digest_utils import ( MAX_ROWS, compute_numpy_digest, get_normalized_md5_digest, ) from m...
345
13,319
mlflow
tests/webhooks/test_e2e.py
.py
import contextlib import os import subprocess import sys import time from dataclasses import dataclass from pathlib import Path from typing import Any, Generator import psutil import pytest import requests from cryptography.fernet import Fernet from mlflow import MlflowClient from mlflow.entities.webhook import Webho...
960
33,039
mlflow
tests/dev/test_dev_stubs.py
.py
import importlib.util import json import shutil import subprocess import sys import tempfile from pathlib import Path import pytest from mlflow.assistant.providers.claude_code import ClaudeCodeProvider from mlflow.assistant.types import EventType REPO_ROOT = Path(__file__).resolve().parents[2] DEV_STUBS = REPO_ROOT ...
133
4,462
python-prompt-toolkit
src/prompt_toolkit/contrib/telnet/server.py
.py
""" Telnet server. """ from __future__ import annotations import asyncio import contextvars import socket from asyncio import get_running_loop from collections.abc import Callable, Coroutine from typing import Any, TextIO, cast from prompt_toolkit.application.current import create_app_session, get_app from prompt_to...
430
13,488
loguru
tests/exceptions/source/modern/grouped_max_length.py
.py
from loguru import logger import sys @logger.catch def main(): errors = [ValueError(i) for i in range(100)] raise ExceptionGroup("group", errors) logger.remove() logger.add(sys.stderr, format="", diagnose=False, backtrace=False, colorize=False) logger.add(sys.stderr, format="", diagnose=True, backtrace=True...
16
345
astropy
astropy/constants/tests/test_prior_version.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst import copy import numpy as np import pytest import astropy.constants as const import astropy.units as u from astropy import astronomical_constants, physical_constants from astropy.constants import Constant, EMConstant def test_c(): from astropy.c...
242
7,317
hypercorn
src/hypercorn/trio/udp_server.py
.py
from __future__ import annotations import socket import trio from .task_group import TaskGroup from .worker_context import WorkerContext from ..config import Config from ..events import Event, RawData from ..typing import AppWrapper, ConnectionState, LifespanState from ..utils import parse_socket_addr MAX_RECV = 2*...
55
1,720
probability
tensorflow_probability/python/experimental/util/special_methods.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...
407
12,385
pymc
tests/ode/test_ode.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...
470
17,232
ipython
IPython/utils/path.py
.py
""" Utilities for path handling. """ # Copyright (c) IPython Development Team. # Distributed under the terms of the Modified BSD License. import os import sys import errno import glob import warnings #----------------------------------------------------------------------------- # Code #------------------------------...
360
11,458
coremltools
coremltools/converters/mil/mil/scope.py
.py
# Copyright (c) 2024, 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 copy from collections import defaultdict from enum import Enum from typing import Dict, List, ...
350
12,996
mlflow
tests/utils/test_workspace_utils.py
.py
from __future__ import annotations import os from mlflow.environment_variables import MLFLOW_WORKSPACE from mlflow.utils.workspace_context import ( ServerWorkspaceContext, WorkspaceContext, clear_server_request_workspace, get_request_workspace, ) from mlflow.utils.workspace_utils import ( DEFAULT_...
56
1,756
saleor
saleor/graphql/translations/tests/mutations/test_promotion_translate.py
.py
import json from unittest.mock import ANY, patch import graphene from freezegun import freeze_time from .....webhook.event_types import WebhookEventAsyncType from .....webhook.transport.asynchronous.transport import WebhookPayloadData from ....tests.utils import assert_no_permission, get_graphql_content PROMOTION_TR...
235
6,658
pdm
src/pdm/project/config.py
.py
from __future__ import annotations import collections import dataclasses import os from collections.abc import Callable, Iterator, Mapping, MutableMapping from functools import cached_property from pathlib import Path from typing import Any, ClassVar, cast import platformdirs import rich.theme from pdm import termui...
538
20,500
onnx
onnx/backend/test/case/node/rmsnormalization.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 from onnx.reference.ops.op_rms_normalization import _rms_normalization def c...
127
3,912
scikit-optimize
skopt/tests/test_searchcv.py
.py
"""Test scikit-optimize based implementation of hyperparameter search with interface similar to those of GridSearchCV """ import pytest from sklearn.datasets import load_iris, make_classification from sklearn.model_selection import train_test_split from sklearn.pipeline import Pipeline from sklearn.svm import SVC, Li...
466
14,055
coveragepy
tests/test_phystokens.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 """Tests for coverage.py's improved tokenizer.""" from __future__ import annotations import os.path import re import sys import textwrap import warnings import...
304
10,260
sqlmap
sqlmap.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ from __future__ import print_function try: import sys sys.dont_write_bytecode = True try: __import__("lib.utils.versioncheck") # this has to be the first n...
680
28,273
astropy
astropy/cosmology/io.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """I/O subpackage for cosmology. This subpackage contains classes and functions for reading, writing and converting cosmology objects to and from various formats. User access to the I/O functionality is provided through the methods on the `~astropy.cosmo...
34
985
django-cms
cms/test_utils/project/pluginapp/plugins/no_custom_model/cms_plugins.py
.py
from cms.plugin_base import CMSPluginBase from cms.plugin_pool import plugin_pool class NoCustomModel(CMSPluginBase): name = 'NoCustomModel' render_plugin = True render_template = "plugins/no_custom_model.html" plugin_pool.register_plugin(NoCustomModel)
12
270
cvxpy
cvxpy/tests/nlp_tests/stress_tests_diff_engine/test_permuted_dense.py
.py
""" Copyright, the CVXPY 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 or agreed to in writing, software ...
244
8,980
metrics
src/torchmetrics/functional/classification/average_precision.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...
472
23,577
jupytext
tests/data/notebooks/outputs/ipynb_to_hydrogen/Notebook_with_more_R_magic_111.py
.py
# --- # jupyter: # kernelspec: # display_name: Python 3 # language: python # name: python3 # --- # %% %load_ext rpy2.ipython import pandas as pd df = pd.DataFrame( { "Letter": ["a", "a", "a", "b", "b", "b", "c", "c", "c"], "X": [4, 3, 5, 2, 1, 7, 7, 5, 9], "Y": [0, 4, 3, 6, 7...
26
499
wagtail
wagtail/contrib/frontend_cache/backends/base.py
.py
import logging from django.http.request import validate_host logger = logging.getLogger("wagtail.frontendcache") __all__ = ["BaseBackend"] class BaseBackend: def __init__(self, params): # If unspecified, invalidate all hosts self.hostnames = params.get("HOSTNAMES", ["*"]) def purge(self, ...
29
718
mlflow
tests/gateway/providers/test_anthropic.py
.py
from unittest import mock import pytest from aiohttp import ClientTimeout from fastapi.encoders import jsonable_encoder from pydantic import ValidationError from mlflow.environment_variables import MLFLOW_GATEWAY_ROUTE_TIMEOUT_SECONDS from mlflow.gateway.config import EndpointConfig from mlflow.gateway.constants impo...
1,698
61,276