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 |
|---|---|---|---|---|---|
astropy | astropy/time/tests/test_ut1.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
import functools
import numpy as np
import pytest
from astropy.time import Time
from astropy.utils.iers import conf as iers_conf
from astropy.utils.iers import iers # used in testing
allclose_jd = functools.partial(np.allclose, rtol=0, atol=1e-9)
allcl... | 159 | 5,219 |
textual | docs/examples/guide/reactivity/refresh01.py | .py | from textual.app import App, ComposeResult
from textual.reactive import reactive
from textual.widget import Widget
from textual.widgets import Input
class Name(Widget):
"""Generates a greeting."""
who = reactive("name")
def render(self) -> str:
return f"Hello, {self.who}!"
class WatchApp(App):... | 30 | 640 |
coremltools | coremltools/test/optimize/torch/palettization/test_sensitive_k_means.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
from collections import OrderedDict
from contextlib import nullcontext
from typing import Any, Dict
f... | 360 | 11,866 |
beam | sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_per_key.py | .py | # coding=utf-8
#
# 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");... | 66 | 2,083 |
cvxpy | cvxpy/cvxcore/python/cppbackend.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
... | 266 | 8,562 |
textual | docs/examples/styles/scrollbars2.py | .py | from textual.app import App
from textual.widgets import Label
TEXT = """I must not fear.
Fear is the mind-killer.
Fear is the little-death that brings total obliteration.
I will face my fear.
I will permit it to pass over me and through me.
And when it has gone past, I will turn the inner eye to see its path.
Where th... | 24 | 569 |
cvxpy | cvxpy/tests/test_problem.py | .py | """
Copyright 2017 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... | 2,373 | 95,102 |
astropy | astropy/cosmology/_src/tests/flrw/test_lambdacdm.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
"""Testing :mod:`astropy.cosmology.flrw.lambdacdm`."""
import pathlib
import re
import numpy as np
import pytest
import astropy.constants as const
import astropy.cosmology.units as cu
import astropy.units as u
from astropy.cosmology import FlatLambdaCD... | 1,060 | 40,147 |
pyomo | pyomo/contrib/parmest/examples/semibatch/parallel_example.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... | 56 | 2,132 |
pyfilesystem2 | tests/test_subfs.py | .py | from __future__ import unicode_literals
import os
import shutil
import tempfile
import unittest
from fs import osfs
from fs.memoryfs import MemoryFS
from fs.path import relpath
from fs.subfs import SubFS
from .test_osfs import TestOSFS
class TestSubFS(TestOSFS):
"""Test OSFS implementation."""
def setUp(s... | 74 | 1,927 |
saleor | saleor/graphql/account/dataloaders.py | .py | from collections import defaultdict
from collections.abc import Iterable
from typing import TypeVar, cast
from ...account.exceptions import NoDefaultCustomerType
from ...account.models import Address, CustomerEvent, CustomerType, Group, User
from ...account.utils import get_default_customer_type
from ...attribute.mode... | 277 | 10,396 |
wagtail | wagtail/images/tests/test_bulk_actions/test_bulk_add_to_collection.py | .py | from django.contrib.auth.models import Group, Permission
from django.test import TestCase
from django.urls import reverse
from wagtail.images import get_image_model
from wagtail.images.tests.utils import get_test_image_file
from wagtail.models import Collection
from wagtail.test.utils import WagtailTestUtils
Image = ... | 168 | 5,858 |
wandb | tests/system_tests/test_launch/test_launch_public_api.py | .py | import json
import pytest
import wandb
import wandb.apis.public
from wandb import Api
from wandb.errors import UnsupportedError
SWEEP_CONFIGURATION = {
"method": "random",
"name": "sweep",
"metric": {"goal": "maximize", "name": "val_acc"},
"parameters": {
"batch_size": {"values": [16, 32, 64]}... | 148 | 4,254 |
pyomo | pyomo/dae/initialization.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... | 152 | 6,035 |
biopython | Bio/SCOP/Residues.py | .py | # Copyright 2000 by Jeffrey Chang. All rights reserved.
# Revisions copyright 2001 by Gavin E. Crooks. 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 ... | 91 | 3,083 |
openvino | tests/stress_tests/scripts/run_memcheck.py | .py | #!/usr/bin/env python3
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""
This script runs memcheck tests isolated with help of gtest_parallel. It can
upload memory measurment results to database and generate reports.
"""
import argparse
import json
import logging
import os
import ... | 225 | 9,553 |
conda | conda/testing/__init__.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
# Attempt to move any conda entries in PATH to the front of it.
# IDEs have their own ideas about how PATH should be managed and
# they do dumb stuff like add /usr/bin to the front of it
# meaning conda takes a submissive role and the wrong stuf... | 70 | 2,954 |
probability | tensorflow_probability/python/bijectors/invert_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... | 157 | 5,871 |
cvxpy | cvxpy/reductions/dnlp2smooth/canonicalizers/common_smooth_canons.py | .py | """
Copyright 2025 CVXPY 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 law or agreed to in writing, softwa... | 103 | 4,246 |
saleor | saleor/graphql/product/tests/mutations/test_product_update.py | .py | import json
from unittest.mock import ANY, patch
import graphene
import pytest
from django.conf import settings
from django.utils.html import strip_tags
from django.utils.text import slugify
from freezegun import freeze_time
from .....attribute import AttributeInputType
from .....attribute.models import (
Assigne... | 3,911 | 119,649 |
deap | examples/de/sphere.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 ... | 122 | 3,767 |
mlflow | mlflow/tracing/attachments.py | .py | import mimetypes
import uuid
from pathlib import Path
from urllib.parse import parse_qs, urlencode, urlparse
class Attachment:
"""
Represents a binary attachment (image, audio, PDF, etc.) that can be logged
as part of a trace span's inputs or outputs.
When an Attachment is set as a span input/output ... | 74 | 2,437 |
textual | docs/examples/guide/layout/grid_layout1.py | .py | from textual.app import App, ComposeResult
from textual.widgets import Static
class GridLayoutExample(App):
CSS_PATH = "grid_layout1.tcss"
def compose(self) -> ComposeResult:
yield Static("One", classes="box")
yield Static("Two", classes="box")
yield Static("Three", classes="box")
... | 20 | 521 |
returns | returns/io.py | .py | from abc import ABC
from collections.abc import Callable, Generator, Iterator
from functools import wraps
from inspect import FrameInfo
from typing import TYPE_CHECKING, Any, TypeAlias, TypeVar, final, overload
from typing_extensions import ParamSpec
from returns.interfaces.specific import io, ioresult
from returns.p... | 989 | 29,841 |
saleor | saleor/plugins/webhook/plugin.py | .py | import json
import logging
from collections import defaultdict
from collections.abc import Callable, Iterable
from decimal import Decimal
from functools import partial
from typing import TYPE_CHECKING, Any, Optional, Union, cast
import graphene
from django.conf import settings
from django.utils.functional import LazyO... | 3,557 | 125,753 |
mlflow | tests/resources/mlflow-test-plugin/mlflow_test_plugin/dummy_dataset_source.py | .py | from typing import Any
from urllib.parse import urlparse
from mlflow.data.dataset_source import DatasetSource
from mlflow.exceptions import MlflowException
from mlflow.protos.databricks_pb2 import INVALID_PARAMETER_VALUE
class DummyDatasetSource(DatasetSource):
def __init__(self, uri):
self._uri = uri
... | 56 | 1,535 |
mlflow | tests/cli/test_genai_eval_utils.py | .py | from unittest import mock
import click
import pandas as pd
import pytest
from mlflow.cli.genai_eval_utils import (
NA_VALUE,
Assessment,
EvalResult,
extract_assessments_from_results,
format_table_output,
resolve_scorers,
)
from mlflow.exceptions import MlflowException
from mlflow.tracing.const... | 478 | 14,268 |
beam | playground/infrastructure/ci_cd.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 ... | 127 | 4,494 |
pyro | tests/infer/autoguide/test_mean_field_entropy.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import pytest
import scipy.special as sc
import torch
import pyro
import pyro.distributions as dist
from pyro.infer.autoguide.utils import mean_field_entropy
from tests.common import assert_equal
def mean_field_guide(batch_tenso... | 39 | 1,064 |
astropy | astropy/cosmology/_src/traits/totalcomponent.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
__all__ = ("TotalComponent",)
from abc import abstractmethod
import numpy as np
from numpy.typing import ArrayLike
from astropy.cosmology._src.typing import FArray
from astropy.units import Quantity
class TotalComponent:
"""The cosmology has attr... | 43 | 1,201 |
wagtail | wagtail/images/api/v2/views.py | .py | from wagtail.api.v2.filters import FieldsFilter, OrderingFilter, SearchFilter
from wagtail.api.v2.views import BaseAPIViewSet
from wagtail.models import CollectionViewRestriction
from ... import get_image_model
from .serializers import ImageSerializer
class ImagesAPIViewSet(BaseAPIViewSet):
base_serializer_class... | 35 | 1,250 |
saleor | saleor/graphql/core/tests/test_query_cost_validation.py | .py | import graphene
import pytest
from django.test import override_settings
from ...query_cost_map import COST_MAP
from ..const import DEFAULT_NESTED_LIST_LIMIT
@override_settings(GRAPHQL_QUERY_MAX_COMPLEXITY=1)
def test_query_exceeding_cost_limit_fails_validation(
api_client,
variant_with_many_stocks,
chann... | 551 | 15,463 |
onnxruntime | docs/python/examples/plot_convert_pipeline_vectorizer.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Train, convert and predict with ONNX Runtime
============================================
This example demonstrates an end to end scenario
starting with the training of a scikit-learn pipeline
which takes as inputs not a... | 99 | 3,477 |
probability | tensorflow_probability/python/distributions/laplace.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... | 249 | 9,127 |
biopython | Bio/PDB/NACCESS.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.
# NACCESS interface ... | 212 | 7,219 |
metrics | src/torchmetrics/image/rase.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... | 136 | 4,945 |
scikit-optimize | skopt/searchcv.py | .py | import warnings
try:
from collections.abc import Sized
except ImportError:
from collections import Sized
import numpy as np
from scipy.stats import rankdata
from sklearn.model_selection._search import BaseSearchCV
from sklearn.utils import check_random_state
from sklearn.utils.validation import check_is_fit... | 521 | 20,988 |
pyomo | pyomo/common/tempfiles.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... | 482 | 16,787 |
textual | tests/test_partition.py | .py | from textual._partition import partition
def test_partition():
def is_odd(value: int) -> bool:
return bool(value % 2)
def is_greater_than_five(value: int) -> bool:
return value > 5
assert partition(is_odd, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]) == (
[2, 4, 6, 8, 10],
[1, 3, 5, ... | 28 | 778 |
black | tests/data/cases/comments3.py | .py | # The percent-percent comments are Spyder IDE cells.
# %%
def func():
x = """
a really long string
"""
lcomp3 = [
# This one is actually too long to fit in a single line.
element.split("\n", 1)[0]
# yup
for element in collection.select_elements()
# right
... | 48 | 1,573 |
openvino | src/frontends/paddle/tests/test_models/gen_scripts/generate_take_along_axis.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
#
# fill_const paddle model generator
#
import numpy as np
from save_model import saveModel
import paddle
import sys
def take_along_axis(name : str, x,index,axis):
paddle.enable_static()
with paddle.static.program_guard(paddle.... | 39 | 1,319 |
pyomo | pyomo/core/tests/examples/test_pyomo.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... | 316 | 12,771 |
mlflow | tests/statsmodels/test_statsmodels_model_export.py | .py | import json
import os
from pathlib import Path
from unittest import mock
import numpy as np
import pandas as pd
import pytest
import yaml
import mlflow.pyfunc.scoring_server as pyfunc_scoring_server
import mlflow.statsmodels
from mlflow import pyfunc
from mlflow.exceptions import MlflowException
from mlflow.models im... | 485 | 17,982 |
confluent-kafka-python | examples/fips/fips_producer.py | .py | #!/usr/bin/env python
#
# Copyright 2023 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... | 84 | 3,047 |
probability | tensorflow_probability/python/experimental/linalg/linear_operator_interpolated_psd_kernel_test.py | .py | # Copyright 2022 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... | 301 | 11,107 |
cvxpy | cvxpy/atoms/affine/kron.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 | 4,363 |
coremltools | coremltools/converters/lightgbm/_tree_ensemble.py | .py | # Copyright (c) 2026, 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
from ..._deps import _HAS_LIGHTGBM
from ...models.tree_ensemble import TreeEnsemble... | 265 | 10,119 |
loguru | docs/conf.py | .py | """Configuration file for the Sphinx documentation builder.
This file does only contain a selection of the most common options. For a
full list see the documentation: http://www.sphinx-doc.org/en/master/config
-- Path setup --------------------------------------------------------------
If extensions (or modules to d... | 184 | 5,655 |
probability | tensorflow_probability/python/experimental/mcmc/step_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... | 155 | 5,667 |
pyomo | pyomo/contrib/pynumero/interfaces/tests/test_external_pyomo_model.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... | 1,145 | 43,481 |
coveragepy | tests/plugin1.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
"""A file tracer plugin for test_plugins.py to import."""
from __future__ import annotations
import os.path
from types import FrameType
from typing import Any
... | 64 | 1,932 |
qutip | qutip/tests/solver/test_propagator.py | .py | from unittest.mock import patch
import numpy as np
from scipy.integrate import trapezoid
from qutip import (destroy, propagator, Propagator, propagator_steadystate,
steadystate, tensor, qeye, basis, QobjEvo, sesolve,
liouvillian, rand_dm, enr_identity, enr_destroy)
import qutip
imp... | 394 | 10,352 |
saleor | saleor/graphql/product/dataloaders/products.py | .py | from collections import defaultdict
from collections.abc import Iterable
from django.db.models import Exists, F, OuterRef, Q
from ....core.db.connection import allow_writer_in_context
from ....product import ProductMediaTypes
from ....product.models import (
Category,
Collection,
CollectionChannelListing,... | 746 | 27,906 |
astropy | astropy/io/votable/connect.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
import os
import numpy as np
from astropy.io import registry as io_registry
from astropy.table import Table
from astropy.table.column import BaseColumn
from astropy.units import Quantity
from astropy.utils.misc import NOT_OVERWRITING_MSG
from . import... | 283 | 10,558 |
mlflow | mlflow/utils/validation.py | .py | """
Utilities for validating user inputs such as metric names and parameter names.
"""
import ipaddress
import json
import logging
import numbers
import posixpath
import re
import socket
import threading
import urllib.parse
from fnmatch import fnmatch
from typing import Any
from mlflow.entities import Dataset, Datase... | 1,203 | 44,967 |
openvino | src/bindings/python/src/openvino/opset6/__init__.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino.opset1.ops import absolute
from openvino.opset1.ops import absolute as abs
from openvino.opset1.ops import acos
from openvino.opset4.ops import acosh
from openvino.opset1.ops import add
from openvino... | 155 | 6,531 |
onnxruntime | plugin-ep-cuda/python/test/test_cuda_plugin_ep.py | .py | #!/usr/bin/env python3
"""Smoke test for the onnxruntime-ep-cuda Python package.
Tests:
1. Package import and library path resolution
2. EP registration with ONNX Runtime
3. Device discovery
4. Inference with a simple Mul model (requires CUDA-capable hardware)
The inference test is skipped gracefully if no CUDA devic... | 184 | 6,961 |
onnx | onnx/backend/test/case/node/nonzero.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 NonZero(Base):
@staticmethod
def export() -> None:
nod... | 27 | 723 |
biopython | Bio/PopGen/GenePop/LargeFileParser.py | .py | # Copyright 2010 by Tiago Antao. 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.
"""Large file parsing of G... | 121 | 3,919 |
confluent-kafka-python | tests/_util/test_librdkafka_string_parser.py | .py | # Copyright 2026 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 agreed to in writing, s... | 227 | 7,702 |
astropy | astropy/wcs/wcsapi/tests/test_low_level_api.py | .py | import pytest
from astropy.wcs.wcsapi.low_level_api import validate_physical_types
def test_validate_physical_types():
# Check valid cases
validate_physical_types(["pos.eq.ra", "pos.eq.ra"])
validate_physical_types(["spect.dopplerVeloc.radio", "custom:spam"])
validate_physical_types(["time", None])
... | 23 | 738 |
deap | doc/code/tutorials/part_4/sortingnetwork.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 ... | 129 | 4,640 |
clearml | clearml/utilities/networking.py | .py | import socket
import subprocess
import requests
from typing import Optional
from ..backend_config import EnvEntry
def get_private_ip() -> str:
"""
Get the private IP of this machine
:return: A string representing the IP of this machine
"""
approaches = (
_get_private_ip_from_env_vars,
... | 108 | 3,205 |
mlflow | mlflow/genai/scorers/phoenix/registry.py | .py | from __future__ import annotations
from mlflow.exceptions import MlflowException
from mlflow.genai.scorers.phoenix.utils import check_phoenix_installed
_METRIC_REGISTRY = {
"Hallucination": "HallucinationEvaluator",
"Relevance": "RelevanceEvaluator",
"Toxicity": "ToxicityEvaluator",
"QA": "QAEvaluator... | 51 | 1,740 |
pyro | pyro/contrib/easyguide/__init__.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
from pyro.contrib.easyguide.easyguide import EasyGuide, easy_guide
__all__ = [
"EasyGuide",
"easy_guide",
]
| 10 | 206 |
wandb | tests/system_tests/test_automations/test_automations_api.py | .py | from __future__ import annotations
import math
from collections import deque
from collections.abc import Callable, Generator
from itertools import islice
from typing import TYPE_CHECKING, Any
import wandb
from pytest import FixtureRequest, fixture, mark, raises, skip
from wandb.apis.public import ArtifactCollection, ... | 1,017 | 34,838 |
sphinx | tests/roots/test-config/conf.py | .py | project = 'Sphinx <Tests>'
release = '0.6alpha1'
templates_path = ['_templates']
| 4 | 81 |
metrics | src/torchmetrics/functional/text/perplexity.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... | 143 | 5,304 |
textual | src/textual/reactive.py | .py | """
This module contains the `Reactive` class which implements [reactivity](/guide/reactivity/).
"""
from __future__ import annotations
from functools import partial
from inspect import isawaitable
from typing import (
TYPE_CHECKING,
Any,
Awaitable,
Callable,
ClassVar,
Generic,
Type,
... | 533 | 18,056 |
pyro | pyro/optim/clipped_adam.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import math
from typing import Any, Callable, Optional, Tuple
import torch
from torch.optim.optimizer import Optimizer
class ClippedAdam(Optimizer):
"""
:param params: iterable of parameters to optimize or dicts defining... | 111 | 4,093 |
mlflow | tests/projects/test_entry_point.py | .py | import os
from shlex import quote
from unittest import mock
import pytest
from mlflow.exceptions import ExecutionException
from mlflow.projects._project_spec import EntryPoint
from mlflow.utils.file_utils import TempDir, path_to_local_file_uri
from tests.projects.utils import TEST_PROJECT_DIR, load_project
def tes... | 263 | 10,751 |
pynacl | src/nacl/bindings/crypto_aead.py | .py | # Copyright 2017 Donald Stufft and individual contributors
#
# 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... | 998 | 28,197 |
openvino | src/bindings/python/tests/test_graph/test_ops_result.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from openvino import PartialShape, Model, Type
import openvino.opset13 as ops
from openvino.op import Result
def test_result():
param = ops.parameter(PartialShape([1]), dtype=np.float32, ... | 29 | 925 |
probability | tensorflow_probability/python/distributions/mvn_diag_plus_low_rank_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... | 378 | 14,478 |
wandb | wandb/integration/sklearn/calculate/calibration_curves.py | .py | from warnings import simplefilter
import numpy as np
import sklearn
from sklearn import model_selection, naive_bayes
from sklearn.calibration import CalibratedClassifierCV
from sklearn.linear_model import LogisticRegression
import wandb
from wandb.integration.sklearn import utils
# ignore all future warnings
simplef... | 127 | 3,863 |
hypercorn | src/hypercorn/app_wrappers.py | .py | from __future__ import annotations
import sys
from collections.abc import Callable
from functools import partial
from io import BytesIO
from .typing import (
ASGIFramework,
ASGIReceiveCallable,
ASGISendCallable,
HTTPScope,
Scope,
WSGIFramework,
)
class InvalidPathError(Exception):
pass
... | 168 | 5,516 |
biopython | Tests/test_SearchIO_exonerate_text_index.py | .py | # Copyright 2012 by Wibowo Arindrarto. 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 SearchIO exonerate-text indexing."""
import os
import unittest
from search_... | 31 | 955 |
pyomo | pyomo/contrib/parmest/tests/test_examples.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... | 212 | 7,073 |
onnxruntime | tools/python/wgsl_template/loader.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""PASS0: load template files from one or more source directories."""
from __future__ import annotations
import os
import re
from collections.abc import Sequence
from pathlib import Path
from typing import Union
from .error... | 195 | 5,561 |
beam | sdks/python/apache_beam/io/gcp/pubsub_integration_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... | 412 | 16,432 |
luigi | test/execution_summary_test.py | .py | # -*- coding: utf-8 -*-
#
# Copyright 2015-2015 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... | 1,141 | 37,958 |
sphinx | tests/roots/test-ext-autodoc/target/descriptor.py | .py | class CustomDataDescriptor:
"""Descriptor class docstring."""
def __init__(self, doc):
self.__doc__ = doc
def __get__(self, obj, type=None):
if obj is None:
return self
return 42
def meth(self):
"""Function."""
return 'The Answer'
class CustomData... | 33 | 684 |
biopython | Bio/PopGen/__init__.py | .py | # Copyright 2007 by Tiago Antao. 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.
"""PopGen: Population Genet... | 9 | 359 |
lemur | lemur/plugins/bases/issuer.py | .py | """
.. module: lemur.plugins.bases.issuer
:platform: Unix
:copyright: (c) 2018 by Netflix Inc., see AUTHORS for more
:license: Apache, see LICENSE for more details.
.. moduleauthor:: Kevin Glisson <kglisson@netflix.com>
"""
from lemur.plugins.base import Plugin
class IssuerPlugin(Plugin):
"""
Thi... | 37 | 962 |
probability | tensorflow_probability/python/distributions/mvn_tril_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... | 620 | 24,456 |
astropy | astropy/wcs/wcs.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
# Under the hood, there are 3 separate classes that perform different
# parts of the transformation:
#
# - `~astropy.wcs.Wcsprm`: Is a direct wrapper of the core WCS
# functionality in `wcslib`_. (This includes TPV and TPD
# polynomial disto... | 3,997 | 143,452 |
openvino | tests/layer_tests/pytorch_tests/test_cumsum.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import platform
import pytest
from pytorch_layer_test_class import PytorchLayerTest
class TestCumSum(PytorchLayerTest):
def _prepare_input(self, out=False, out_dtype=None):
x = self.random.randn(1, 3, 224, 224)
if... | 81 | 3,086 |
onnx | onnx/backend/test/case/node/lstm.py | .py | # Copyright (c) ONNX Project Contributors
#
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations
from typing import Any
import numpy as np
import onnx
from onnx.backend.test.case.base import Base
from onnx.backend.test.case.node import expect
class LSTMHelper:
def __init__(self, **params: A... | 416 | 12,445 |
saleor | saleor/tests/e2e/conftest.py | .py | import json
import pytest
from django.core.serializers.json import DjangoJSONEncoder
from django.test import TestCase
from django.test.client import MULTIPART_CONTENT, Client
from ...account.tests.fixtures.user import dangerously_create_test_user
from ...app.models import App
from ...graphql.tests.fixtures import Bas... | 98 | 2,627 |
saleor | saleor/graphql/account/tests/queries/test_address_validation_rules.py | .py | import re
from ....tests.utils import assert_graphql_error_with_message, get_graphql_content
GET_ADDRESS_VALIDATION_RULES_QUERY = """
query getValidator(
$country_code: CountryCode!, $country_area: String, $city_area: String) {
addressValidationRules(
countryCode: $country_code,
... | 150 | 4,731 |
saleor | saleor/graphql/product/tests/queries/products_filtrations/test_over_attributes_date.py | .py | import datetime
import pytest
from ......attribute import AttributeInputType, AttributeType
from ......attribute.models import Attribute
from ......attribute.utils import associate_attribute_values_to_instance
from .....tests.utils import get_graphql_content
from .shared import PRODUCTS_FILTER_QUERY, PRODUCTS_WHERE_Q... | 103 | 3,233 |
saleor | saleor/plugins/webhook/tests/test_app_lifecycle_webhooks.py | .py | """End-to-end tests for app lifecycle webhook self-receive.
Confirms an app without MANAGE_APPS permission receives its own
APP_INSTALLED, APP_UPDATED, APP_DELETED, APP_STATUS_CHANGED events,
and that the delivery-time gate keeps lifecycle deliveries when the
receiving app is inactive (soft-deleted or deactivated).
""... | 277 | 9,112 |
wandb | wandb/sdk/artifacts/storage_handlers/multi_handler.py | .py | """Multi storage handler."""
from __future__ import annotations
from typing import TYPE_CHECKING
from urllib.parse import urlparse
from wandb.sdk.artifacts.storage_handler import StorageHandler, _BaseStorageHandler
from wandb.sdk.lib.paths import FilePathStr, URIStr
if TYPE_CHECKING:
from wandb.sdk.artifacts.ar... | 58 | 1,898 |
textual | tests/tree/test_tree_expand_etc.py | .py | from __future__ import annotations
from textual.app import App, ComposeResult
from textual.widgets import Tree
class TreeApp(App[None]):
"""Test tree app."""
def compose(self) -> ComposeResult:
yield Tree("Test")
def on_mount(self) -> None:
tree = self.query_one(Tree)
for n in r... | 107 | 4,824 |
onnxruntime | onnxruntime/test/testdata/transform/model_parallel/mlp_megatron_basic_test.py | .py | import numpy as np
import onnx
from onnx import OperatorSetIdProto, TensorProto, helper, numpy_helper
hidden_size = 4
weight_dim_to_split = 16
X = helper.make_tensor_value_info("input", TensorProto.FLOAT, ["batch", "seqlen", hidden_size])
Y = helper.make_tensor_value_info("output", TensorProto.FLOAT, ["batch", "seqle... | 102 | 3,044 |
metrics | tests/unittests/retrieval/test_precision_recall_curve.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... | 189 | 6,536 |
jupytext | tests/functional/others/test_hide_remove_input_outputs_rmarkdown.py | .py | import pytest
import jupytext
from jupytext.compare import compare, compare_notebooks
@pytest.mark.parametrize(
"md,rmd",
[
('tags=["remove_cell"]', "include=FALSE"),
('tags=["remove_output"]', "results='hide'"),
('tags=["remove_output"]', 'results="hide"'),
('tags=["remove_in... | 89 | 1,947 |
owasp-mstg | src/scripts/combine_data_for_checklist.py | .py | import yaml
import os
import glob
import re
import requests
MASVS = None
def retrieve_masvs(version="latest"):
global MASVS
url = f"https://github.com/OWASP/masvs/releases/{version}/download/OWASP_MASVS.yaml"
response = requests.get(url)
content = response.content
MASVS = yaml.safe_load(content)
... | 111 | 3,681 |
deap | examples/ga/knn.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 ... | 104 | 3,438 |
wandb | wandb/sdk/lib/runid.py | .py | """runid util."""
import os
import random
import secrets
from string import ascii_lowercase, digits
_ID_CHARS = f"{ascii_lowercase}{digits}"
# Create a dedicated Random instance with its own state so it
# is not affected by global random.seed() calls
_random = random.Random()
# Reset the random number generator on... | 39 | 1,407 |
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