repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
metrics | tests/unittests/clustering/test_utils.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... | 118 | 4,732 |
loguru | tests/exceptions/source/modern/walrus_operator.py | .py | # fmt: off
import sys
from loguru import logger
def foo():
if a := "a" + (x:=1/0):
pass
def bar():
return [y for x in [1, 2] if (y := foo()) != 0]
@logger.catch
def main():
walrus = False
(walrus := foo())
logger.remove()
logger.add(sys.stderr, format="", diagnose=True, backtrace=True, ... | 26 | 343 |
mlflow | mlflow/genai/scorers/deepeval/scorers/rag_metrics.py | .py | """RAG (Retrieval-Augmented Generation) metrics for DeepEval integration."""
from __future__ import annotations
from typing import ClassVar
from mlflow.genai.judges.builtin import _MODEL_API_DOC
from mlflow.genai.scorers.deepeval import DeepEvalScorer
from mlflow.utils.docstring_utils import format_docstring
@form... | 147 | 5,124 |
saleor | saleor/graphql/app/mutations/app_update.py | .py | import graphene
from django.core.exceptions import ValidationError
from ....app import models
from ....app.error_codes import AppErrorCode
from ....permission.enums import AppPermission, get_permissions
from ....webhook.event_types import WebhookEventAsyncType
from ...account.utils import can_manage_app
from ...core i... | 72 | 2,838 |
biopython | Bio/Compass/__init__.py | .py | # Copyright 2004 by James Casbon. 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.
"""Code to deal with COMP... | 224 | 6,954 |
wagtail | wagtail/tests/actions/test_edit.py | .py | from unittest import mock
from django.contrib.auth.models import Permission
from django.forms.models import modelform_factory
from django.test import TestCase
from wagtail.actions.edit import EditAction, EditPermissionError
from wagtail.log_actions import registry as log_registry
from wagtail.models import Revision
f... | 255 | 10,174 |
hydra | plugins/hydra_rq_launcher/setup.py | .py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
# type: ignore
from pathlib import Path
from read_version import read_version
from setuptools import find_namespace_packages, setup
setup(
name="hydra-rq-launcher",
version=read_version("hydra_plugins/hydra_rq_launcher", "__init__.py"),
... | 37 | 1,309 |
onnxruntime | orttraining/orttraining/python/training/utils/ptable.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
class Row:
"""A row in a PTable"""
def __init__(self, columns:... | 72 | 2,709 |
coremltools | coremltools/converters/mil/mil/ops/tests/iOS16/test_scatter_gather.py | .py | # Copyright (c) 2023, 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 itertools
import numpy as np
import pytest
import coremltools as ct
from coremltools.convert... | 247 | 9,075 |
beam | sdks/python/apache_beam/yaml/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... | 37 | 1,490 |
django-cms | manage.py | .py | #!/usr/bin/env python
import os
import sys
import warnings
from cms.exceptions import DontUsePageAttributeWarning
warnings.filterwarnings("ignore", category=DontUsePageAttributeWarning)
def consume_option(argv, name):
"""Pop ``--name value`` from ``argv`` and return the value (or ``None``)."""
if name in ar... | 66 | 1,779 |
wandb | wandb/apis/internal.py | .py | from __future__ import annotations
from typing import Any
from wandb.sdk.internal.internal_api import Api as InternalApi
class Api:
"""Internal proxy to the official internal API."""
# TODO: Move these methods to PublicApi.
def __init__(self, *args: Any, **kwargs: Any) -> None:
self._api_args ... | 218 | 6,827 |
jupytext | tests/data/notebooks/outputs/ipynb_to_script/raw_cell_with_complex_yaml_like_content.py | .py | # ---
#
# This is a complex paragraph
# that is split over multiple lines.
#
# It also includes blank lines.
#
#
# jupyter:
# kernelspec:
# display_name: Python 3
# language: python
# name: python3
# ---
print("Hello, World!")
| 17 | 242 |
saleor | saleor/graphql/plugins/filters.py | .py | import graphene
from ..channel.types import Channel
from ..core.types import NonNullList
from ..utils import get_nodes
from .enums import PluginConfigurationType
from .types import Plugin
def filter_plugin_status_in_channels(
plugins: list[Plugin], status_in_channels: dict, database_connection_name: str
) -> lis... | 66 | 2,214 |
mlflow | dev/clint/src/clint/rules/forbidden_make_judge_in_builtin_scorers.py | .py | import ast
from pathlib import Path
from clint.resolver import Resolver
from clint.rules.base import Rule
class ForbiddenMakeJudgeInBuiltinScorers(Rule):
"""Ensure make_judge is not used in builtin_scorers.py.
After switching to InstructionsJudge in builtin_scorers.py, this rule
prevents future regressi... | 47 | 1,503 |
openvino | tests/layer_tests/pytorch_tests/test_cat.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import torch
import numpy as np
from pytorch_layer_test_class import PytorchLayerTest
class aten_cat(torch.nn.Module):
def forward(self, x):
return torch.cat(self.prepare_input(x), 1)
def prepare_input(s... | 330 | 12,288 |
mlflow | mlflow/genai/evaluation/job.py | .py | """Huey job function for the UI-triggered `mlflow.genai.evaluate` flow.
This module backs the `POST /ajax-api/3.0/mlflow/genai/evaluate/invoke` endpoint
used by the "Run evaluation" modal's "Run judges" button.
"""
import logging
import os
import mlflow
from mlflow.client import MlflowClient
from mlflow.entities.run... | 61 | 2,118 |
saleor | saleor/graphql/product/tests/queries/test_product_variants_where_unassigned_attribute.py | .py | import graphene
import pytest
from ....tests.utils import get_graphql_content
PRODUCT_ATTRIBUTE_UNASSIGN_MUTATION = """
mutation ProductAttributeUnassign($productTypeId: ID!, $attributeIds: [ID!]!) {
productAttributeUnassign(
productTypeId: $productTypeId, attributeIds: $attributeIds
)... | 96 | 2,981 |
saleor | saleor/graphql/giftcard/tests/queries/test_gift_card_tags.py | .py | from ....tests.utils import assert_no_permission, get_graphql_content
QUERY_GIFT_CARD_TAGS = """
query giftCardTags{
giftCardTags(first: 10) {
edges {
node {
id
name
}
}
totalCount
}
}
""... | 67 | 1,631 |
probability | tensorflow_probability/python/experimental/bijectors/sharded_test.py | .py | # Copyright 2021 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... | 110 | 4,236 |
openvino | tests/layer_tests/tensorflow_tests/test_tf_Fill.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from common.tf_layer_test_class import CommonTFLayerTest
# Testing Fill operation (Initial Implementation)
# Documentation: https://www.tensorflow.org/api_docs/python/tf/raw_ops/Fill
class TestFillOps(... | 55 | 1,877 |
kombu | kombu/matcher.py | .py | """Pattern matching registry."""
from __future__ import annotations
from fnmatch import fnmatch
from re import match as rematch
from typing import Callable, cast
from .utils.compat import entrypoints
from .utils.encoding import bytes_to_str
MatcherFunction = Callable[[str, str], bool]
class MatcherNotInstalled(Ex... | 145 | 4,270 |
pyomo | examples/pyomobook/nonlinear-ch/react_design/ReactorDesignTable.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... | 31 | 1,238 |
saleor | saleor/graphql/attribute/shared_filters.py | .py | from collections.abc import Callable
from typing import Literal, TypedDict, cast
import graphene
from django.db.models import Exists, OuterRef, Q, QuerySet
from graphql import GraphQLError
from ...attribute import AttributeInputType
from ...attribute.models import (
AssignedPageAttributeValue,
AssignedProduct... | 906 | 31,420 |
rq | tests/test_worker_pool.py | .py | import os
import signal
from multiprocessing import Process
from time import sleep
from rq.connections import get_connection_kwargs, parse_connection
from rq.job import JobStatus
from rq.queue import Queue
from rq.serializers import JSONSerializer
from rq.worker import SimpleWorker
from rq.worker_pool import WorkerPoo... | 172 | 7,099 |
structlog | src/structlog/dev.py | .py | # SPDX-License-Identifier: MIT OR Apache-2.0
# This file is dual licensed under the terms of the Apache License, Version
# 2.0, and the MIT License. See the LICENSE file in the root of this
# repository for complete details.
"""
Helpers that make development with *structlog* more pleasant.
See also the narrative doc... | 1,242 | 37,210 |
pdm | tests/models/test_auth.py | .py | from __future__ import annotations
import pytest
from pdm._types import RepositoryConfig
from pdm.exceptions import PdmException
from pdm.models.auth import Keyring, PdmBasicAuth
from pdm.termui import Verbosity
def test_auth_selects_closest_source(mocker):
sources = [
RepositoryConfig("pypi", "root", u... | 134 | 4,508 |
python-prompt-toolkit | src/prompt_toolkit/widgets/base.py | .py | """
Collection of reusable components for building full screen applications.
All of these widgets implement the ``__pt_container__`` method, which makes
them usable in any situation where we are expecting a `prompt_toolkit`
container object.
.. warning::
At this point, the API for these widgets is considered uns... | 1,082 | 35,572 |
pyomo | pyomo/contrib/solver/tests/solvers/test_gurobi_persistent.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... | 790 | 28,458 |
pyomo | examples/pyomo/p-median/pmedian.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... | 67 | 1,977 |
astropy | astropy/coordinates/tests/test_spectral_coordinate.py | .py | from contextlib import nullcontext
import numpy as np
import pytest
from numpy.testing import assert_allclose
import astropy.units as u
from astropy import time
from astropy.constants import c
from astropy.coordinates import (
FK5,
GCRS,
ICRS,
CartesianDifferential,
CartesianRepresentation,
Ea... | 1,133 | 41,417 |
scikit-bio | skbio/alignment/_tabular_msa.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.
# --------------------------------------------... | 2,586 | 84,640 |
scikit-bio | skbio/stats/distance/_permdisp.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.
# --------------------------------------------... | 330 | 13,551 |
pyomo | examples/gdp/strip_packing/stripPacking.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... | 119 | 3,757 |
conda | tests/plugins/subcommands/doctor/health_checks/__init__.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
"""Tests for doctor health checks."""
| 4 | 113 |
pyro | tests/distributions/test_nanmasked.py | .py | # Copyright Contributors to the Pyro project.
# SPDX-License-Identifier: Apache-2.0
import math
import pytest
import torch
import pyro
import pyro.distributions as dist
from pyro.infer import SVI, Trace_ELBO
from pyro.infer.autoguide import AutoNormal
from pyro.optim import Adam
from tests.common import assert_close... | 98 | 3,318 |
astropy | astropy/wcs/__init__.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
"""World Coordinate System (WCS) transformations in FITS files.
.. _wcslib: https://www.atnf.csiro.au/people/mcalabre/WCS/wcslib/index.html
.. _distortion paper: https://www.atnf.csiro.au/people/mcalabre/WCS/dcs_20040422.pdf
.. _SIP: https://irsa.ipac.cal... | 76 | 3,038 |
mlflow | tests/transformers/test_transformers_model_export.py | .py | import base64
import gc
import importlib.util
import json
import logging
import math
import os
import pathlib
import re
import shutil
import textwrap
from contextlib import contextmanager
from pathlib import Path
from unittest import mock
import huggingface_hub
import librosa
import numpy as np
import pandas as pd
imp... | 3,980 | 150,812 |
beam | learning/tour-of-beam/learning-content/core-transforms/map/pardo-one-to-one/python-example/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... | 57 | 1,797 |
biopython | Bio/PDB/MMCIF2Dict.py | .py | # Copyright (C) 2002, Thomas Hamelryck (thamelry@binf.ku.dk)
#
# 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.
"""Turn an mmCIF fil... | 132 | 5,063 |
openvino | tests/layer_tests/tensorflow2_keras_tests/test_tf2_keras_minimum.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import tensorflow as tf
from common.tf2_layer_test_class import CommonTF2LayerTest
class TestKerasMinimum(CommonTF2LayerTest):
def create_keras_minimum_net(self, input_names, input_shapes, input_type, ir_version):
... | 92 | 4,417 |
bazel | third_party/py/mock/tests/testpatch.py | .py | # Copyright (C) 2007-2012 Michael Foord & the mock team
# E-mail: fuzzyman AT voidspace DOT org DOT uk
# http://www.voidspace.org.uk/python/mock/
import os
import sys
from tests import support
from tests.support import unittest2, inPy3k, SomeClass, is_instance, callable
from mock import (
NonCallableMock, Callab... | 1,810 | 53,865 |
gunicorn | tests/requests/valid/004.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
request = {
"method": "GET",
"uri": uri("/silly"),
"version": (1, 1),
"headers": [
("AAAAAAAAAAAAA", "++++++++++")
],
"body": b""
}
| 14 | 270 |
saleor | saleor/graphql/product/tests/queries/products_filtrations/test_over_references_variants.py | .py | import graphene
import pytest
from ......attribute import AttributeEntityType, AttributeType
from ......attribute.models import Attribute, AttributeValue
from ......attribute.utils import associate_attribute_values_to_instance
from .....core.utils import to_global_id_or_none
from .....tests.utils import get_graphql_co... | 425 | 14,113 |
cvxpy | cvxpy/atoms/elementwise/elementwise.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... | 84 | 2,472 |
probability | tensorflow_probability/python/experimental/math/__init__.py | .py | # Copyright 2021 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... | 34 | 1,589 |
biopython | Tests/test_Align_a2m.py | .py | # Copyright 2006-2014 by Peter Cock. All rights reserved.
# Copyright 2022 by Michiel de Hoon. 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.
"""Tests for Bio.Align.a2m module.... | 907 | 54,855 |
wagtail | wagtail/api/v2/pagination.py | .py | from collections import OrderedDict
from django.conf import settings
from rest_framework.pagination import BasePagination
from rest_framework.response import Response
from .utils import BadRequestError
class WagtailPagination(BasePagination):
def paginate_queryset(self, queryset, request, view=None):
li... | 54 | 1,633 |
pdm | tests/test_formats.py | .py | import shutil
from argparse import Namespace
import pytest
from pdm.compat import tomllib
from pdm.formats import MetaConvertError, flit, pipfile, poetry, requirements, setup_py
from pdm.formats.uv import uv_file_builder
from pdm.models.repositories import LockedRepository
from pdm.models.requirements import parse_re... | 391 | 15,956 |
mlflow | tests/data/test_numpy_dataset.py | .py | import json
import numpy as np
import pandas as pd
import pytest
import mlflow.data
from mlflow.data.code_dataset_source import CodeDatasetSource
from mlflow.data.evaluation_dataset import EvaluationDataset
from mlflow.data.filesystem_dataset_source import FileSystemDatasetSource
from mlflow.data.numpy_dataset import... | 258 | 9,429 |
saleor | saleor/account/management/commands/createsuperuser.py | .py | # mypy: ignore-errors
"""Management utility to create superusers.
This module was moved for Django Auth directly to Saleor.
"""
import getpass
import os
import sys
from django.contrib.auth.password_validation import validate_password
from django.core import exceptions
from django.core.management.base import BaseComm... | 285 | 12,137 |
mlflow | tests/store/_unity_catalog/model_registry/test_uc_native_legacy_parity.py | .py | # Parity tests for the UC-native model-registry client migration.
#
# These assert that when the client reads a model / model version off the native governance
# surface (``/api/2.1/unity-catalog/*``, ``RegisteredModelInfo`` / ``ModelVersionInfo`` with the
# MLflow-enrichment fields as flattened siblings), it produces ... | 352 | 14,244 |
python-prompt-toolkit | examples/prompts/regular-language.py | .py | #!/usr/bin/env python
"""
This is an example of "prompt_toolkit.contrib.regular_languages" which
implements a little calculator.
Type for instance::
> add 4 4
> sub 4 4
> sin 3.14
This example shows how you can define the grammar of a regular language and how
to use variables in this grammar with complet... | 110 | 3,155 |
pdm | src/pdm/models/versions.py | .py | from __future__ import annotations
import re
from typing import TYPE_CHECKING, overload
from pdm.exceptions import InvalidPyVersion
if TYPE_CHECKING:
from typing import Any, Literal
VersionBit = int | Literal["*"]
PRE_RELEASE_SEGMENT_RE = re.compile(
r"(?P<digit>\d+)(?P<type>a|b|rc)(?P<n>\d*)",
fla... | 170 | 5,898 |
mlflow | mlflow/protos/facet_feature_statistics_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: facet_feature_statistics.proto
# Protobuf Python Version: 5.26.0
"""Generated protocol buffer code."""
... | 297 | 26,249 |
beam | sdks/python/apache_beam/ml/anomaly/univariate/base.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... | 91 | 2,757 |
metrics | src/torchmetrics/regression/explained_variance.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... | 179 | 6,948 |
coremltools | coremltools/test/xgboost_tests/test_decision_tree_regression_numeric.py | .py | # Copyright (c) 2017, 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 itertools
import unittest
import pandas as pd
import pytest
from packaging.version import Versio... | 106 | 3,737 |
cvxpy | cvxpy/atoms/max.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... | 127 | 3,959 |
saleor | saleor/product/managers.py | .py | import datetime
from typing import Union
from django.contrib.postgres.aggregates import StringAgg
from django.db import models
from django.db.models import (
BooleanField,
Case,
Count,
DateTimeField,
Exists,
ExpressionWrapper,
F,
OuterRef,
Q,
Subquery,
Sum,
Value,
Wh... | 402 | 15,294 |
pyomo | pyomo/repn/plugins/standard_form.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... | 711 | 26,974 |
wandb | wandb/proto/v6/wandb_otel_pb2.py | .py | # -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# NO CHECKED-IN PROTOBUF GENCODE
# source: wandb/proto/wandb_otel.proto
# Protobuf Python Version: 6.30.0
"""Generated protocol buffer code."""
from google.protobuf import descriptor as _descriptor
from google.protobuf import descriptor_... | 48 | 3,271 |
coremltools | coremltools/converters/xgboost/__init__.py | .py | # Copyright (c) 2017, 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 ._tree import convert
| 7 | 243 |
mlflow | tests/haystack/conftest.py | .py | import pytest
from opentelemetry import trace as otel_trace
import mlflow
from mlflow.tracing.provider import provider
from mlflow.utils.autologging_utils import AUTOLOGGING_INTEGRATIONS
@pytest.fixture(autouse=True)
def clear_autolog_state(reset_tracing):
for key in list(AUTOLOGGING_INTEGRATIONS.keys()):
... | 24 | 789 |
wandb | tests/system_tests/test_core/test_tb_watcher.py | .py | from wandb.sdk.internal import tb_watcher
class TestIsTfEventsFileCreatedBy:
def test_simple(self):
assert tb_watcher.is_tfevents_file_created_by(
"out.writer.tfevents.193.me.94.5", "me", 193
)
def test_no_tfevents(self):
assert (
tb_watcher.is_tfevents_file_cr... | 62 | 1,682 |
onnxruntime | onnxruntime/python/tools/transformers/models/llama/benchmark_all.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 a... | 489 | 15,305 |
wagtail | wagtail/tests/test_management_commands.py | .py | from datetime import timedelta
from io import StringIO
from unittest import mock
import swapper
from django.contrib.auth import get_user_model
from django.contrib.auth.models import Group
from django.core import management
from django.core.cache import cache
from django.db import models
from django.test import TestCas... | 898 | 31,466 |
mamba | micromamba/tests/test_remove.py | .py | import os
import platform
import subprocess
import time
from pathlib import Path
import pytest
# Need to import everything to get fixtures
from .helpers import * # noqa: F403
from . import helpers
__this_dir__ = Path(__file__).parent.resolve()
@pytest.mark.parametrize("shared_pkgs_dirs", [True], indirect=True)
@p... | 317 | 12,220 |
sphinx | sphinx/search/es.py | .py | """Spanish search language."""
from __future__ import annotations
import snowballstemmer
from sphinx.search import SearchLanguage
from sphinx.search._stopwords.es import SPANISH_STOPWORDS
class SearchSpanish(SearchLanguage):
lang = 'es'
language_name = 'Spanish'
js_stemmer_rawcode = 'spanish-stemmer.js... | 23 | 596 |
coremltools | deps/pybind11/pybind11/_version.py | .py | from __future__ import annotations
def _to_int(s: str) -> int | str:
try:
return int(s)
except ValueError:
return s
__version__ = "2.13.1"
version_info = tuple(_to_int(s) for s in __version__.split("."))
| 13 | 232 |
conda | conda/core/__init__.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
"""
Code in ``conda.core`` is the core logic. It is strictly forbidden from having side effects.
No printing to stdout or stderr, no disk manipulation, no http requests.
All side effects should be implemented through ``conda.gateways``. Object... | 24 | 698 |
wagtail | wagtail/contrib/search_promotions/models.py | .py | import datetime
import swapper
from django.conf import settings
from django.db import models
from django.utils import timezone
from django.utils.translation import gettext_lazy as _
from wagtail.search.utils import MAX_QUERY_STRING_LENGTH, normalise_query_string
class Query(models.Model):
query_string = models.... | 160 | 4,579 |
deap | examples/gp/symbreg_numpy.py | .py | # This file is part of EAP.
#
# EAP 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.
#
# EAP is distributed in ... | 95 | 3,289 |
pyro | tests/contrib/gp/test_models.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import logging
from collections import namedtuple
import pytest
import torch
import pyro.distributions as dist
from pyro.contrib.gp.kernels import RBF, Cosine, Matern32, WhiteNoise
from pyro.contrib.gp.likelihoods import Gaussian... | 456 | 15,052 |
probability | tensorflow_probability/python/distributions/pixel_cnn_test.py | .py | # Copyright 2019 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... | 300 | 10,521 |
beam | sdks/python/apache_beam/io/watermark_estimators_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... | 109 | 5,030 |
dirty-equals | tests/test_strings.py | .py | import re
import pytest
from dirty_equals import IsAnyStr, IsBytes, IsStr
@pytest.mark.parametrize(
'value,dirty,match',
[
# IsStr tests
('foo', IsStr, True),
('foo', IsStr(), True),
(b'foo', IsStr, False),
('foo', IsStr(regex='fo{2}'), True),
('foo', IsStr(re... | 113 | 4,252 |
beam | sdks/python/apache_beam/runners/worker/statesampler_slow.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... | 104 | 3,154 |
probability | tensorflow_probability/python/distributions/bates_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... | 380 | 14,417 |
openvino | tests/layer_tests/pytorch_tests/test_prod.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import torch
import random
from pytorch_layer_test_class import PytorchLayerTest
class aten_prod(torch.nn.Module):
def __init__(self, in_dtype):
super().__init__()
self.in_dtype = in_dtype
def fo... | 88 | 2,970 |
wandb | wandb/apis/paginator.py | .py | from __future__ import annotations
import json
from abc import ABC, abstractmethod
from collections.abc import Callable, Iterable, Iterator, Mapping, Sized
from typing import TYPE_CHECKING, Any, ClassVar, Generic, TypeVar, overload
import wandb
from wandb._strutils import nameof
if TYPE_CHECKING:
from wandb._pyd... | 236 | 7,980 |
saleor | saleor/graphql/core/tests/test_scalars.py | .py | from unittest import mock
import pytest
from ....order.models import Order
from ....payment.interface import PaymentGatewayData
from ...tests.utils import get_graphql_content, get_graphql_content_from_response
from ..utils import to_global_id_or_none
QUERY_CHECKOUT = """
query getCheckout($token: UUID!) {
checko... | 422 | 10,353 |
astropy | astropy/wcs/tests/test_auxprm.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
# Tests for the auxiliary parameters contained in wcsaux
from numpy.testing import assert_allclose
from astropy.io import fits
from astropy.wcs import WCS
STR_PLANETARY_EXPECTED_EMPTY = """
a_radius:
b_radius:
c_radius:
bdis_obs:
blon_obs:
blat_obs:"""... | 199 | 6,097 |
coremltools | coremltools/optimize/torch/_utils/math_utils.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 torch as _torch
def rmse_error(a, b):
return _torch.sqrt(_torch.mean(_torch.square(a - b... | 11 | 324 |
kafka | tests/kafkatest/tests/tools/replica_verification_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 use ... | 95 | 4,315 |
sphinx | tests/test_directives/test_directive_patch.py | .py | """Test the patched directives."""
from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from docutils import nodes
from sphinx.testing import restructuredtext
from sphinx.testing.util import assert_node
if TYPE_CHECKING:
from sphinx.testing.util import SphinxTestApp
@pytest.mark.... | 147 | 4,724 |
mlflow | tests/genai/scorers/deepeval/test_utils.py | .py | from unittest.mock import Mock
import pytest
from mlflow.entities.span import Span, SpanAttributeKey, SpanType
from mlflow.exceptions import MlflowException
from mlflow.genai.scorers.deepeval.models import create_deepeval_model
from mlflow.genai.scorers.deepeval.utils import (
_convert_to_deepeval_tool_calls,
... | 143 | 4,673 |
onnxruntime | onnxruntime/test/testdata/transpose_optimizer_shared_initializers.py | .py | import numpy as np
import onnx
from onnx import TensorProto, helper
# Create a model with shared initializers that can be updated in-place by the transpose optimizer,
# including ones behind a DQ node. The transpose optimizer updates the first usage and inserts
# Transpose/Unsqueeze ops on the others (see UnsqueezeIn... | 117 | 5,961 |
beam | sdks/python/apache_beam/runners/interactive/caching/read_cache_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... | 89 | 3,497 |
pyomo | examples/pyomo/callbacks/sc.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... | 229 | 6,100 |
wandb | wandb/sdk/artifacts/_generated/artifact_by_id.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/artifacts/
from __future__ import annotations
from wandb._pydantic import GQLResult
from .fragments import ArtifactFragment
class ArtifactByID(GQLResult):
artifact: ArtifactFragment | None
ArtifactByID.model_rebuild()
| 16 | 292 |
mlflow | tests/pyfunc/sample_code/python_model.py | .py | from mlflow.models import set_model
from mlflow.pyfunc import PythonModel
class MyModel(PythonModel):
def predict(self, context, model_input):
return f"This was the input: {model_input}"
set_model(MyModel())
| 11 | 224 |
onnxruntime | onnxruntime/python/tools/transformers/models/torch_export_patches/__init__.py | .py | from dataclasses import fields, is_dataclass
from typing import Any
import numpy as np
import packaging.version as pv
import torch
from transformers import __version__ as transformers_version
from transformers.cache_utils import DynamicCache, EncoderDecoderCache
from .onnx_export_errors import (
bypass_export_som... | 464 | 15,780 |
wagtail | wagtail/checks.py | .py | import swapper
from django.core.checks import Warning, register
@register("search")
def page_search_fields_check(app_configs, **kwargs):
"""Checks each page model with search_fields to core fields are included"""
from wagtail.models import get_page_models
Page = swapper.load_model("wagtailcore", "Page")
... | 36 | 1,258 |
gunicorn | gunicorn/app/wsgiapp.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
import os
from gunicorn.errors import ConfigError
from gunicorn.app.base import Application
from gunicorn import util
class WSGIApplication(Application):
def init(self, parser, opts, args):
self.app_... | 71 | 1,924 |
pyomo | pyomo/contrib/alternative_solutions/aos_utils.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... | 303 | 10,130 |
conda | tests/test_activate.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
from __future__ import annotations
import json
import os
from logging import getLogger
from os.path import join
from pathlib import Path
from typing import TYPE_CHECKING
from uuid import uuid4
import pytest
from conda import CondaError, plugi... | 2,289 | 75,127 |
biopython | Bio/Phylo/PAML/codeml.py | .py | # Copyright (C) 2011, 2018 by Brandon Invergo (b.invergo@gmail.com)
#
# 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.
"""Classes fo... | 226 | 9,371 |
biopython | Tests/test_mmtf.py | .py | # Copyright 2016 by Anthony Bradley. All rights reserved.
# Revisions copyright 2017 by Peter Cock. All rights reserved.
# Revisions copyright 2019 by Joe Greener. 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-C... | 247 | 10,676 |
probability | tensorflow_probability/python/bijectors/softmax_centered_test.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... | 153 | 6,257 |
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