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wandb
wandb/integration/keras/callbacks/tables_builder.py
.py
from __future__ import annotations import abc from typing import Any from tensorflow.keras.callbacks import Callback # type: ignore import wandb from wandb.sdk.lib import telemetry class WandbEvalCallback(Callback, abc.ABC): """Abstract base class to build Keras callbacks for model prediction visualization. ...
231
8,880
mlflow
mlflow/protos/unity_catalog_service_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: unity_catalog_service.proto # Protobuf Python Version: 5.26.0 """Generated protocol buffer code.""" f...
151
23,362
saleor
saleor/attribute/utils.py
.py
from collections import defaultdict from collections.abc import Iterable from django.db import transaction from django.db.models import Exists, OuterRef, Q from ..account.models import User from ..page.models import Page from ..product.models import Product, ProductVariant from . import AttributeInputType from .lock_...
297
10,661
gunicorn
tests/dirty/__init__.py
.py
# # This file is part of gunicorn released under the MIT license. # See the NOTICE for more information. """Tests for dirty worker streaming functionality."""
6
160
sqlmap
tests/test_kerberos.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission Tests for the dependency-free Kerberos stack under extra/kerberos: the AES core (FIPS-197), the RFC 3961/3962 etype crypto (n-fold, string-to-key, authenticated encryption) and the AS...
323
15,742
mlflow
tests/pyfunc/test_responses_agent.py
.py
import functools import pathlib import pickle from typing import Generator from uuid import uuid4 import pytest import mlflow from mlflow.entities.span import SpanType from mlflow.exceptions import MlflowException from mlflow.models.signature import ModelSignature from mlflow.pyfunc.loaders.responses_agent import _Re...
1,491
56,626
textual
tests/snapshot_tests/snapshot_apps/data_table_style_order.py
.py
from typing_extensions import Literal from textual.app import App, ComposeResult from textual.widgets import DataTable, Label data = [ "Severance", "Foundation", "Dark", ] def make_datatable( foreground_priority: Literal["css", "renderable"], background_priority: Literal["css", "renderable"], ) ...
63
1,716
python-prompt-toolkit
tests/test_filter.py
.py
from __future__ import annotations import pytest from prompt_toolkit.filters import Always, Condition, Filter, Never, to_filter from prompt_toolkit.filters.base import _AndList, _OrList def test_never(): assert not Never()() def test_always(): assert Always()() def test_invert(): assert not (~Always...
132
3,532
clearml
clearml/backend_interface/util.py
.py
import getpass import re from _socket import gethostname from datetime import datetime, timezone from typing import Optional, Any, Tuple, Union from ..backend_api.services import projects, queues from ..debugging.log import get_logger, LoggerRoot def make_message(s: str, **kwargs: Any) -> str: # noinspection PyB...
299
10,084
django-cms
cms/tests/test_log_entries.py
.py
from django.contrib.admin.models import ADDITION, CHANGE, DELETION, LogEntry from django.forms.models import model_to_dict from django.utils.translation import gettext_lazy as _ from cms.api import add_plugin, create_page, create_page_content from cms.forms.wizards import CreateCMSPageForm from cms.models import Page,...
582
26,054
mlflow
mlflow/gemini/chat.py
.py
import json import logging from typing import TYPE_CHECKING from mlflow.types.chat import ( ChatTool, Function, FunctionParams, FunctionToolDefinition, ParamProperty, ToolCall, ) if TYPE_CHECKING: from google import genai _logger = logging.getLogger(__name__) def convert_gemini_func_to_...
113
3,462
readthedocs.org
readthedocs/subscriptions/event_handlers.py
.py
""" Dj-stripe webhook handlers. https://docs.dj-stripe.dev/en/master/usage/webhooks/. """ import requests import structlog from django.conf import settings from django.contrib.auth.models import User from django.contrib.humanize.templatetags import humanize from django.db.models import Sum from django.utils import ti...
390
15,129
wandb
tests/system_tests/test_core/test_data_types_full.py
.py
import json import platform from pathlib import Path from unittest import mock import moviepy.video.io.ImageSequenceClip import numpy as np import PIL.Image import pytest import soundfile as sf import wandb from bokeh.document import Document from bokeh.plotting import figure def create_image(temp_dir) -> Path: ...
248
6,977
wandb
wandb/sdk/artifacts/storage_handlers/wb_local_artifact_handler.py
.py
"""WB local artifact storage handler.""" from __future__ import annotations import os from typing import TYPE_CHECKING, Literal from urllib.parse import urlparse import wandb from wandb.sdk.artifacts.artifact_instance_cache import ( artifact_instance_cache_by_client_id, ) from wandb.sdk.artifacts.artifact_manife...
83
2,672
textual
tests/command_palette/test_escaping.py
.py
from textual.app import App from textual.command import CommandPalette, Hit, Hits, Provider class SimpleSource(Provider): async def search(self, query: str) -> Hits: def goes_nowhere_does_nothing() -> None: pass yield Hit(1, query, goes_nowhere_does_nothing, query) class CommandPale...
26
781
saleor
saleor/plugins/admin_email/tests/test_tasks.py
.py
from unittest import mock from ....account.notifications import get_default_user_payload from ....csv import ExportEvents from ....csv.models import ExportEvent from ....csv.notifications import get_default_export_payload from ....order.notifications import get_default_order_payload from ...email_common import EmailCo...
357
11,085
django-cms
cms/test_utils/project/placeholderapp/views.py
.py
from django.http import HttpResponse from django.shortcuts import render from django.template import RequestContext from django.template.engine import Engine from django.views.generic import DetailView from cms.test_utils.project.placeholderapp.models import ( CharPksExample, Example1, ) def example_view(req...
87
2,916
openvino
tests/e2e_tests/common/preprocessors/transformers.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 from .provider import ClassProvider import cv2 from random import randint import numpy as np import logging as log import sys log.basicConfig(format="[ %(levelname)s ] %(message)s", level=log.INFO, stream=sys.stdout) class CVFlip(Clas...
188
8,665
mlflow
tests/entities/conftest.py
.py
import random import uuid import pytest from mlflow.entities import ( Dataset, DatasetInput, InputTag, LifecycleStage, Metric, Param, RunData, RunInfo, RunInputs, RunStatus, RunTag, ) from mlflow.utils.time import get_current_time_millis from tests.helper_functions import ...
92
2,192
metrics
tests/unittests/classification/test_eer.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...
376
15,157
conda
tests/plugins/subcommands/doctor/health_checks/test_file_locking.py
.py
# Copyright (C) 2012 Anaconda, Inc # SPDX-License-Identifier: BSD-3-Clause """Tests for the file locking health check.""" from __future__ import annotations from typing import TYPE_CHECKING import pytest from conda.base.constants import OK_MARK, X_MARK from conda.base.context import context, reset_context from cond...
56
1,515
qutip
qutip/tests/core/data/test_block_operations.py
.py
import pytest import numpy as np from qutip.core import data as _data from qutip.core.data import csr, Dense from . import conftest @pytest.mark.parametrize('outtype', _data.to.dtypes) def test_empty_block_build(outtype): """block_build with no blocks should return a zero matrix""" block_rows = np.array([], d...
247
9,641
hydra
examples/tutorials/structured_configs/1_minimal/my_app_type_error.py
.py
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved from dataclasses import dataclass import hydra from hydra.core.config_store import ConfigStore @dataclass class MySQLConfig: host: str = "localhost" port: int = 3306 cs = ConfigStore.instance() # Registering the Config class with the na...
28
595
saleor
saleor/graphql/order/mutations/order_line_delete.py
.py
import graphene from ....core.taxes import zero_taxed_money from ....core.tracing import traced_atomic_transaction from ....order import events from ....order.error_codes import OrderErrorCode from ....order.fetch import OrderLineInfo from ....order.lock_objects import order_qs_select_for_update from ....order.search ...
135
4,996
pymc
tests/test_data.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...
557
20,614
pyomo
pyomo/contrib/pynumero/algorithms/solvers/tests/test_scipy_solvers.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...
551
22,688
probability
tensorflow_probability/python/internal/tensor_util_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...
182
5,867
mlflow
mlflow/types/chat.py
.py
from __future__ import annotations import warnings from typing import Annotated, Any, Literal from uuid import uuid4 from pydantic import BaseModel, ConfigDict, Field, model_serializer class TextContentPart(BaseModel): type: Literal["text"] text: str class ImageUrl(BaseModel): """ Represents an im...
369
11,530
loguru
tests/exceptions/source/others/sys_tracebacklimit.py
.py
import sys from loguru import logger logger.remove() logger.add(sys.stderr, format="", diagnose=False, backtrace=False, colorize=False) logger.add(sys.stderr, format="", diagnose=True, backtrace=False, colorize=False) logger.add(sys.stderr, format="", diagnose=False, backtrace=True, colorize=False) logger.add(sys.std...
58
673
saleor
saleor/tests/e2e/orders/discounts/test_order_voucher_usage_includes_draft_orders.py
.py
import pytest from ... import DEFAULT_ADDRESS from ...product.utils.preparing_product import prepare_product from ...shop.utils.preparing_shop import prepare_shop from ...utils import assign_permissions from ...vouchers.utils import ( create_voucher, create_voucher_channel_listing, get_voucher, ) from ..ut...
155
5,086
saleor
saleor/plugins/avatax/tests/test_avatax.py
.py
import datetime from copy import deepcopy from decimal import Decimal from json import JSONDecodeError from unittest.mock import Mock, patch import graphene import pytest from django.core.exceptions import ValidationError from django.test import override_settings from prices import Money, TaxedMoney from requests impo...
6,864
224,633
beam
sdks/python/apache_beam/runners/portability/__init__.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...
19
859
bazel
third_party/py/abseil/absl/testing/flagsaver.py
.py
# Copyright 2017 The Abseil 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 ...
195
6,552
pyomo
pyomo/solvers/plugins/solvers/ASL.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...
256
9,380
saleor
saleor/graphql/payment/tests/queries/test_payment_refund.py
.py
import graphene from ....tests.utils import get_graphql_content QUERY_PAYMENT_REFUND_AMOUNT = """ query payment($id: ID!) { payment(id: $id) { id, availableRefundAmount{ amount } availableCaptureAmount{ amount } ...
54
1,387
biopython
Tests/test_Medline.py
.py
# Copyright 2008 Michiel de Hoon # # 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. """Tests for Medline module.""" import unittest...
369
20,479
mlflow
mlflow/deployments/base.py
.py
""" This module contains the base interface implemented by MLflow model deployment plugins. In particular, a valid deployment plugin module must implement: 1. Exactly one client class subclassed from :py:class:`BaseDeploymentClient`, exposing the primary user-facing APIs used to manage deployments. 2. :py:func:`run...
359
16,159
mamba
docs/source/tools/mermaid_inheritance.py
.py
r""" mermaid_inheritance ~~~~~~~~~~~~~~~~~~~ Modified by the CoSApp team from sphinx.ext.inheritance_diagram https://gitlab.com/cosapp/cosapp Defines a docutils directive for inserting inheritance diagrams. Provide the directive with one or more classes or modules (separated by whitespace)...
304
10,205
pymc
tests/distributions/test_custom.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...
786
28,961
biopython
Tests/test_SearchIO_write.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 writing.""" import os import unittest from search_tests_common imp...
223
9,439
beam
release/src/main/scripts/download_github_actions_artifacts.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...
350
12,959
openvino
tests/layer_tests/pytorch_tests/test_tuple_unpack.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import pytest import torch from pytorch_layer_test_class import PytorchLayerTest class TestTupleUnpack(PytorchLayerTest): def _prepare_input(self): return (self.random.randn(2, 4, 6, 8),) def create_model(self): ...
110
4,076
probability
tensorflow_probability/python/experimental/mcmc/__init__.py
.py
# Copyright 2018 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law o...
145
9,131
coremltools
coremltools/optimize/_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 math from collections import namedtuple from typing import Collection, Dict, List, Optional, Tupl...
962
39,878
readthedocs.org
readthedocs/builds/admin.py
.py
"""Django admin interface for `~builds.models.Build` and related models.""" from django.contrib import admin from django.contrib import messages from readthedocs.builds.models import Build from readthedocs.builds.models import BuildCommandResult from readthedocs.builds.models import BuildConfig from readthedocs.build...
140
4,277
textual
docs/examples/how-to/center05.py
.py
from textual.app import App, ComposeResult from textual.widgets import Static QUOTE = "Could not find you in Seattle and no terminal is in operation at your classified address." class CenterApp(App): """How to center things.""" CSS = """ Screen { align: center middle; } #hello { ...
30
578
coremltools
coremltools/converters/mil/mil/types/type_tuple.py
.py
# Copyright (c) 2020, Apple Inc. All rights reserved. # # Use of this source code is governed by a BSD-3-clause license that can be # found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause from . import type_int, type_unknown from .annotate import annotate from .get_type_info import get_ty...
54
1,263
cvxpy
cvxpy/reductions/dcp2cone/canonicalizers/huber_canon.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...
100
3,702
deap
doc/code/tutorials/part_2/2_3_5_seeding_a_population.py
.py
# 2.3.5 Seeding a population import json from deap import base from deap import creator creator.create("FitnessMax", base.Fitness, weights=(1.0, 1.0)) creator.create("Individual", list, fitness=creator.FitnessMax) def initIndividual(icls, content): return icls(content) def initPopulation(pcls, ind_init, filenam...
24
695
probability
tensorflow_probability/python/distributions/internal/statistical_testing.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...
1,593
74,869
scikit-bio
skbio/tree/tests/test_upgma.py
.py
import io from unittest import TestCase, main from skbio import DistanceMatrix, TreeNode from skbio.util import get_data_path from skbio.tree._upgma import upgma class UpgmaTests(TestCase): def setUp(self): data = [[0, 5, 9, 9, 8], [5, 0, 10, 10, 9], [9, 10, 0, 8,...
57
2,099
onnxruntime
onnxruntime/python/backend/__init__.py
.py
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # -------------------------------------------------------------------------- from .backend import is_compatible, prepare, run, supports_device # noq...
7
328
wagtail
wagtail/actions/delete_page.py
.py
from django.core.exceptions import PermissionDenied from wagtail.actions.base import BaseAction from wagtail.log_actions import log class DeletePagePermissionError(PermissionDenied): """ Raised when the page delete cannot be performed due to insufficient permissions. """ pass class DeletePageActio...
54
1,563
sphinx
tests/roots/test-directive-code/conf.py
.py
exclude_patterns = ['_build'] numfig = True
3
44
coremltools
coremltools/converters/sklearn/_converter_internal.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 """ The primary file for converting Scikit-learn models. """ from ..._deps import _HAS_SKLEARN from ......
349
12,900
sqlmap
plugins/dbms/hsqldb/fingerprint.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ import re from lib.core.common import Backend from lib.core.common import Format from lib.core.common import unArrayizeValue from lib.core.data import conf from lib.core.data imp...
154
5,283
hydra
tools/configen/tests/test_modules/generated.py
.py
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved # Generated by configen, do not edit. # See https://github.com/hydra-ecosystem/hydra/tree/main/tools/configen # fmt: off # isort:skip_file # flake8: noqa from dataclasses import dataclass, field from omegaconf import MISSING from tests.test_modules...
102
2,616
probability
tensorflow_probability/python/distributions/dirichlet_multinomial.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...
401
15,939
hypercorn
compliance/h2spec/server.py
.py
async def app(scope, receive, send): while True: event = await receive() if event['type'] == 'http.disconnect': break elif event['type'] == 'http.request' and not event.get('more_body', False): await send_data(send) break elif event['type'] == 'lif...
26
808
loguru
tests/exceptions/source/backtrace/suppressed_expression_direct.py
.py
import sys from loguru import logger logger.remove() logger.add(sys.stderr, format="", colorize=False, backtrace=True, diagnose=False) def a(x, y): x / y @logger.catch def b_decorated(): try: a(1, 0) except ZeroDivisionError as e: raise ValueError("NOK") from e def b_not_decorated():...
47
693
onnxruntime
onnxruntime/test/testdata/transform/fusion/layer_norm_t5_gen.py
.py
import onnx from onnx import OperatorSetIdProto, TensorProto, helper def GenerateModel(model_name, has_casts=False): # noqa: N802 nodes = [ # SimplifiedLayerNorm subgraph helper.make_node("Pow", ["cast_A" if has_casts else "A", "pow_in_2"], ["pow_out"], "pow"), helper.make_node("ReduceMean", ["p...
64
2,359
bazel
third_party/py/concurrent/__init__.py
.py
from pkgutil import extend_path __path__ = extend_path(__path__, __name__)
4
76
probability
tensorflow_probability/python/distributions/deterministic.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...
468
16,917
saleor
saleor/graphql/product/tests/test_product_filtering_and_sorting_with_channels.py
.py
import datetime import uuid from decimal import Decimal import pytest from freezegun import freeze_time from ....product import ProductTypeKind from ....product.models import ( Product, ProductChannelListing, ProductType, ProductVariant, ProductVariantChannelListing, ) from ....tests.utils import ...
831
25,658
pdm
tests/fixtures/projects/test-plugin-pdm/hello.py
.py
from pdm.cli.commands.base import BaseCommand class HelloCommand(BaseCommand): """Say hello to somebody""" def add_arguments(self, parser): parser.add_argument("-n", "--name", help="the person's name") def handle(self, project, options): print(f"Hello, {options.name or 'world'}") def m...
16
380
python-prompt-toolkit
examples/print-text/pygments-tokens.py
.py
#!/usr/bin/env python """ Printing a list of Pygments (Token, text) tuples, or an output of a Pygments lexer. """ import pygments from pygments.lexers.python import PythonLexer from pygments.token import Token from prompt_toolkit import print_formatted_text from prompt_toolkit.formatted_text import PygmentsTokens fro...
46
1,231
onnxruntime
onnxruntime/test/testdata/transform/computation_reduction/reshape/mlm_bert_e2e.py
.py
import onnx from onnx import OperatorSetIdProto, TensorProto, helper # inputs and outputs hidden = 1024 head = 16 vocab_size = 30522 inputs = [ helper.make_tensor_value_info("input", TensorProto.FLOAT, ["batch_size", "sequence_length", hidden]), helper.make_tensor_value_info("attention_mask", TensorProto.INT64...
262
13,155
probability
tensorflow_probability/python/distributions/gamma_gamma.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...
298
12,112
pyomo
pyomo/core/kernel/container_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...
91
3,066
openvino
tests/layer_tests/pytorch_tests/test_leaky_relu.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import pytest from pytorch_layer_test_class import PytorchLayerTest, skip_check class TestLeakyRelu(PytorchLayerTest): def _prepare_input(self): return (self.random.randn(1, 3, 224, 224),) def create_model(self, alpha...
37
1,246
pyomo
examples/pyomo/draft/diet2.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...
83
2,112
beam
sdks/python/apache_beam/runners/worker/logger_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...
221
8,091
django-cms
cms/test_utils/util/static_analysis.py
.py
import os from io import StringIO from pyflakes import api from pyflakes.checker import Checker from pyflakes.reporter import Reporter def _pyflakes_report_with_nopyflakes(self, messageClass, node, *args, **kwargs): with open(self.filename) as code: if code.readlines()[node.lineno - 1].strip().endswith('...
48
1,555
metrics
tests/unittests/segmentation/test_generalized_dice_score.py
.py
# Copyright The Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writin...
125
4,992
onnx
onnx/reference/ops/op_optional_get_element.py
.py
# Copyright (c) ONNX Project Contributors # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations from onnx.reference.op_run import OpRun class OptionalGetElement(OpRun): def _run(self, x): if x is None: raise ValueError("The requested optional input has no value.") ...
14
332
onnxruntime
onnxruntime/test/testdata/transform/computation_reduction/gathernd/e2e.py
.py
import numpy as np import onnx from onnx import OperatorSetIdProto, TensorProto, helper, numpy_helper vocab_size = 256 X = helper.make_tensor_value_info("input", TensorProto.FLOAT, ["batch", "seqlen", 128]) unsqueezed_masked_lm_positions = helper.make_tensor_value_info( "unsqueezed_masked_lm_positions", Tenso...
160
5,514
pyomo
pyomo/common/plugins.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...
13
569
python-prompt-toolkit
examples/prompts/get-input.py
.py
#!/usr/bin/env python """ The most simple prompt example. """ from prompt_toolkit import prompt if __name__ == "__main__": answer = prompt("Give me some input: ") print(f"You said: {answer}")
11
202
pyomo
pyomo/contrib/sensitivity_toolbox/k_aug.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...
135
4,786
probability
tensorflow_probability/python/internal/backend/numpy/gen/linear_operator_householder.py
.py
# Copyright 2020 The TensorFlow Probability Authors. All Rights Reserved. # @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@ # THIS FILE IS AUTO-GENERATED BY `gen_linear_operators.py`. # DO NOT MODIFY DIRECTLY. # @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@...
322
13,263
mkdocs
mkdocs/tests/plugin_tests.py
.py
#!/usr/bin/env python from __future__ import annotations import os import unittest from typing import TYPE_CHECKING, Optional if TYPE_CHECKING: from typing_extensions import assert_type from mkdocs.structure.nav import Navigation else: def assert_type(val, typ): return None from mkdocs import ...
329
11,953
hatch
tests/project/test_core.py
.py
import pytest from hatch.project.core import Project class TestFindProjectRoot: def test_no_project(self, temp_dir): project = Project(temp_dir) assert project.find_project_root() is None @pytest.mark.parametrize("file_name", ["pyproject.toml", "setup.py"]) def test_direct(self, temp_dir...
245
8,142
django-cms
cms/exceptions.py
.py
class PluginAlreadyRegistered(Exception): pass class PluginNotRegistered(Exception): pass class PluginLimitReached(Exception): """Gets triggered when a placeholder has reached its plugin limit.""" pass class AppAlreadyRegistered(Exception): pass class ToolbarAlreadyRegistered(Exception): ...
86
1,311
mlflow
dev/flavors/tests/test_cli.py
.py
import subprocess import sys from unittest import mock import pytest from flavors import _cli def _run(*args: str) -> subprocess.CompletedProcess[str]: return subprocess.run( [sys.executable, "-m", "flavors._cli", *args], capture_output=True, text=True, check=False, ) @pytes...
46
1,339
cvxpy
cvxpy/reductions/solvers/conic_solvers/gurobi_conif.py
.py
""" Copyright 2013 Steven Diamond, 2017 Robin Verschueren 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...
417
15,130
scikit-optimize
skopt/tests/test_common.py
.py
from functools import partial from itertools import product import numpy as np from scipy.optimize import OptimizeResult import pytest from numpy.testing import assert_almost_equal from numpy.testing import assert_array_less from numpy.testing import assert_array_equal from numpy.testing import assert_array_almost_e...
439
15,956
mlflow
mlflow/server/graphql/graphql_no_batching.py
.py
from typing import NamedTuple from graphql.error import GraphQLError from graphql.execution import ExecutionResult from graphql.language.ast import DocumentNode, FieldNode from mlflow.environment_variables import ( MLFLOW_SERVER_GRAPHQL_MAX_ALIASES, MLFLOW_SERVER_GRAPHQL_MAX_ROOT_FIELDS, ) _MAX_DEPTH = 10 _M...
90
2,959
mlflow
tests/gateway/test_gateway_budget.py
.py
from unittest.mock import MagicMock, patch import fastapi import pytest import mlflow import mlflow.gateway.budget_tracker as _bt_module from mlflow.entities import SpanStatusCode, SpanType from mlflow.entities.gateway_budget_policy import ( BudgetAction, BudgetDuration, BudgetDurationUnit, BudgetTarg...
781
28,015
pyomo
pyomo/contrib/gdpopt/solve_discrete_problem.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...
214
9,469
probability
tensorflow_probability/python/bijectors/sigmoid.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...
191
7,276
sqlmap
extra/kerberos/crypto.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ # Dependency-free Kerberos "simplified profile" crypto (RFC 3961) for the AES-CTS-HMAC-SHA1-96 etypes # (RFC 3962: aes128-cts-hmac-sha1-96 = etype 17, aes256-cts-hmac-sha1-96 = et...
264
10,571
mlflow
mlflow/genai/judges/prompts/summarization.py
.py
# NB: User-facing name for the summarization assessment. SUMMARIZATION_ASSESSMENT_NAME = "summarization" SUMMARIZATION_PROMPT = """\ Consider the following source document and candidate summary. You must decide whether the summary is an acceptable summary of the document. Output only "yes" or "no" based on whether the...
27
1,969
conda
tests/shards/test_shards.py
.py
# Copyright (C) 2012 Anaconda, Inc # SPDX-License-Identifier: BSD-3-Clause """ Test sharded repodata. """ from __future__ import annotations import hashlib import json import logging import os import sqlite3 import tempfile import threading import time import warnings from pathlib import Path from typing import TYPE_...
1,655
54,534
mlflow
tests/pyfunc/test_pyfunc_schema_enforcement_pyspark.py
.py
from datetime import datetime import pytest from pyspark.sql import Row, SparkSession from pyspark.sql.types import ( ArrayType, BinaryType, BooleanType, DateType, DoubleType, FloatType, IntegerType, LongType, ShortType, StringType, StructField, StructType, Timestamp...
338
10,510
metrics
tests/unittests/classification/test_matthews_corrcoef.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...
418
17,204
sqlmap
tests/test_entries.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission Unit tests for plugins/generic/entries.py (Entries), exercising dumpTable / dumpAll / dumpFoundTables / dumpFoundColumn by MOCKING the injection layer (lib.request.inject.getValue) an...
807
30,445
openvino
tests/model_hub_tests/pytorch/test_speech-transformer.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import os import subprocess import sys import tempfile import pytest import torch from torch_utils import TestTorchConvertModel # To make tests reproducible we seed the random generator torch.manual_seed(0) class TestSpeechTransform...
62
2,368
omegaconf
subprojects/omegaconf-pydevd/pydevd_plugins/extensions/pydevd_plugin_omegaconf.py
.py
# based on https://github.com/fabioz/PyDev.Debugger/tree/main/pydevd_plugins/extensions import os import sys from typing import Any, Dict from _pydevd_bundle.pydevd_extension_api import ( # type: ignore StrPresentationProvider, TypeResolveProvider, ) DEBUG = False def print_debug(msg: str) -> None: # prag...
127
4,251
saleor
saleor/graphql/payment/tests/mutations/test_payment_void.py
.py
import graphene from .....payment import ChargeStatus, TransactionKind from ....tests.utils import assert_no_permission, get_graphql_content VOID_QUERY = """ mutation PaymentVoid($paymentId: ID!) { paymentVoid(paymentId: $paymentId) { payment { id, chargeStatus ...
155
5,072
returns
tests/test_pipeline/test_managed/test_managed_reader_future_result.py
.py
import pytest from returns.context import NoDeps, ReaderFutureResult from returns.io import IOFailure, IOSuccess from returns.pipeline import managed from returns.result import Failure, Result, Success def _acquire_success() -> ReaderFutureResult[str, str, NoDeps]: return ReaderFutureResult.from_value('acquire s...
138
3,820