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
pymc
tests/test_testing.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...
119
3,679
wandb
wandb/sdk/artifacts/_generated/registry_collections.py
.py
# Generated by ariadne-codegen # Source: tools/graphql_codegen/artifacts/ from __future__ import annotations from pydantic import Field from wandb._pydantic import GQLResult from .fragments import PageInfoFragment, RegistryCollectionFragment class RegistryCollections(GQLResult): organization: RegistryCollecti...
45
1,419
wagtail
wagtail/models/i18n.py
.py
import uuid from django.apps import apps from django.conf import settings from django.core import checks from django.db import migrations, models, transaction from django.db.models.signals import pre_save from django.dispatch import receiver from django.utils import translation from django.utils.encoding import force_...
525
17,403
sphinx
tests/roots/test-ext-autodoc/target/annotated.py
.py
# from __future__ import annotations import dataclasses import types from typing import Annotated @dataclasses.dataclass(frozen=True) class FuncValidator: func: types.FunctionType @dataclasses.dataclass(frozen=True) class MaxLen: max_length: int whitelisted_words: list[str] def validate(value: str) -...
43
869
mlflow
mlflow/models/evaluation/utils/trace.py
.py
import contextlib import inspect import logging from typing import Any, Callable from mlflow.ml_package_versions import FLAVOR_TO_MODULE_NAME from mlflow.utils.autologging_utils import ( AUTOLOGGING_INTEGRATIONS, autologging_conf_lock, get_autolog_function, is_autolog_supported, ) from mlflow.utils.aut...
180
8,278
saleor
saleor/graphql/account/bulk_mutations/__init__.py
.py
from .customer_bulk_delete import CustomerBulkDelete from .customer_bulk_update import CustomerBulkUpdate from .staff_bulk_delete import StaffBulkDelete from .user_bulk_set_active import UserBulkSetActive __all__ = [ "CustomerBulkDelete", "CustomerBulkUpdate", "StaffBulkDelete", "UserBulkSetActive", ]
12
320
mlflow
mlflow/genai/scorers/validation.py
.py
import importlib import logging from collections import defaultdict from typing import Any, Callable from mlflow.exceptions import MlflowException from mlflow.genai.scorers.base import AggregationFunc, Scorer from mlflow.genai.scorers.builtin_scorers import ( BuiltInScorer, MissingColumnsException, get_all...
204
7,694
openvino
tests/layer_tests/pytorch_tests/test_scatter.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest import torch from pytorch_layer_test_class import PytorchLayerTest, skip_if_export class TestScatter(PytorchLayerTest): def _prepare_input(self, dtype, out=False): inp = self.random.randn(6,...
275
11,252
mlflow
examples/pydanticai/tracing.py
.py
""" This is an example for leveraging MLflow's auto tracing capabilities for Pydantic AI. Most codes are from https://ai.pydantic.dev/examples/bank-support/. """ import mlflow import mlflow.pydantic_ai mlflow.set_tracking_uri("http://localhost:5000") mlflow.set_experiment("Pydantic AI Example") mlflow.pydantic_ai.aut...
87
2,551
saleor
saleor/graphql/utils/__init__.py
.py
import hashlib import logging import traceback from collections.abc import Iterable from typing import TYPE_CHECKING, Any from uuid import UUID import graphene from django.conf import settings from django.core.exceptions import ValidationError from django.db.models import Q, Value from django.db.models.functions impor...
329
10,530
coremltools
coremltools/converters/sklearn/_linear_regression.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 numpy as _np from coremltools import proto from ... import SPECIFICATION_VERSION from ..._deps ...
83
2,367
hydra
plugins/hydra_joblib_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-joblib-launcher", version=read_version("hydra_plugins/hydra_joblib_launcher", "__init__....
36
1,316
saleor
saleor/graphql/core/dataloaders.py
.py
import threading from collections import defaultdict from collections.abc import Iterable from typing import TypeVar from promise import Promise from promise.dataloader import DataLoader as BaseLoader from ...core.db.connection import allow_writer_in_context from ...core.telemetry import saleor_attributes, tracer fro...
109
3,859
probability
spinoffs/inference_gym/inference_gym/targets/model.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...
321
11,735
hatch
tests/backend/metadata/test_core.py
.py
import pytest from hatchling.metadata.core import BuildMetadata, CoreMetadata, HatchMetadata, ProjectMetadata from hatchling.metadata.spec import ( LATEST_METADATA_VERSION, get_core_metadata_constructors, project_metadata_from_core_metadata, ) from hatchling.plugin.manager import PluginManager from hatchli...
1,888
75,981
biopython
Tests/test_PDB_SASA.py
.py
# Copyright 2020 Joao Rodrigues. 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. """Unit tests for the Bio.P...
160
5,587
onnx
onnx/backend/test/case/node/flexattention.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 import TensorProto, helper from onnx.backend.test.case.base import Base from onnx.backend.test.case.node import expect from onnx.defs import AI_ONNX_PREVIEW_DOM...
584
20,278
beam
infra/keys/test_service_account.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 t...
602
30,126
mlflow
tests/tracing/export/test_mlflow_v3_attachments.py
.py
from unittest.mock import MagicMock, patch from mlflow.tracing.attachments import Attachment from mlflow.tracing.constant import SpansLocation, TraceTagKey from mlflow.tracing.export.mlflow_v3 import MlflowV3SpanExporter def _make_trace_info_mock(): info = MagicMock() info.trace_id = "tr-test123" info.ta...
126
4,421
hydra
hydra/core/object_type.py
.py
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved from enum import Enum class ObjectType(Enum): NOT_FOUND = 0 CONFIG = 1 GROUP = 2
9
166
metrics
tests/unittests/classification/test_hamming_distance.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...
534
23,167
pyro
pyro/distributions/transforms/sylvester.py
.py
# Copyright (c) 2017-2019 Uber Technologies, Inc. # SPDX-License-Identifier: Apache-2.0 import torch import torch.nn as nn from .. import constraints from ..torch_transform import TransformModule from ..util import copy_docs_from from .householder import Householder @copy_docs_from(TransformModule) class Sylvester(...
175
6,317
saleor
saleor/graphql/order/tests/mutations/test_order_line_update.py
.py
from decimal import Decimal from unittest.mock import ANY, patch import graphene import pytest from django.test import override_settings from .....core.models import EventDelivery from .....core.prices import quantize_price from .....core.taxes import zero_money from .....discount import DiscountType, DiscountValueTy...
1,489
56,091
mlflow
tests/claude_code/test_config.py
.py
import json import pytest from mlflow.claude_code.config import ( MLFLOW_TRACING_ENABLED, get_env_var, get_tracing_status, load_claude_config, save_claude_config, setup_environment_config, ) @pytest.fixture def temp_settings_path(tmp_path): """Provide a temporary settings.json path for t...
334
11,671
coremltools
coremltools/converters/mil/mil/ops/defs/coreml_dialect/__init__.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 .ops import coreml_update_state
7
256
metrics
src/torchmetrics/classification/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...
452
21,210
onnx
onnx/backend/test/case/node/spacetodepth.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 SpaceToDepth(Base): @staticmethod def export() -> None: ...
67
1,939
sphinx
sphinx/ext/autosectionlabel.py
.py
"""Allow reference sections by :ref: role using its title.""" from __future__ import annotations from types import NoneType from typing import TYPE_CHECKING, cast from docutils import nodes import sphinx from sphinx.locale import __ from sphinx.util import logging from sphinx.util.nodes import clean_astext if TYPE...
87
2,573
textual
tests/snapshot_tests/snapshot_apps/richlog_width.py
.py
from textual.app import App, ComposeResult from textual.events import Resize from textual.widgets import RichLog from rich.text import Text class RichLogWidth(App[None]): def compose(self) -> ComposeResult: rich_log = RichLog(min_width=20) rich_log.display = False rich_log.write( ...
34
1,120
saleor
saleor/graphql/attribute/dataloaders/reference_types.py
.py
from collections import defaultdict from collections.abc import Iterable from ....attribute.models import Attribute from ....page.models import PageType from ....product.models import ProductType from ...core.dataloaders import DataLoader from ...page.dataloaders import PageTypeByIdLoader from ...product.dataloaders i...
106
4,200
openvino
tests/layer_tests/jax_tests/test_transpose.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest from jax import lax from jax import numpy as jnp from jax_layer_test_class import JaxLayerTest class TestTranspose(JaxLayerTest): def _prepare_input(self): inp = jnp.array(np.random.rand(*s...
47
1,592
probability
tensorflow_probability/python/experimental/tangent_spaces/__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...
40
2,002
scikit-bio
skbio/stats/composition/tests/test_dirmult.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. # --------------------------------------------...
505
23,818
openvino
src/frontends/tensorflow_lite/tests/test_models/gen_scripts/generate_malformed_indices.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 # Generate crafted .tflite model files with out-of-bounds tensor/buffer/opcode indices. # These models test that the TFLite frontend properly validates all FlatBuffer # vector indices before use, preventing CWE-125 (Out-of-bounds Read). ...
205
8,397
openvino
src/bindings/python/src/openvino/opset15/ops.py
.py
# -*- coding: utf-8 -*- # Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 """Factory functions for ops added to openvino opset15.""" from functools import partial from typing import Literal, Optional import numpy as np from openvino import Node, Type from openvino.opset1 import convert...
394
14,693
confluent-kafka-python
tests/integration/conftest.py
.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright 2020 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 requi...
126
3,602
mlflow
mlflow/store/workspace/abstract_store.py
.py
from __future__ import annotations import re from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Iterable from mlflow.entities import Workspace from mlflow.entities.workspace import TraceArchivalConfig, WorkspaceDeletionMode from mlflow.exceptions import MlflowException @datacla...
181
6,732
onnx
onnx/reference/ops/op_less_or_equal.py
.py
# Copyright (c) ONNX Project Contributors # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import numpy as np from onnx.reference.ops._op import OpRunBinaryComparison class LessOrEqual(OpRunBinaryComparison): def _run(self, a, b): return (np.less_equal(a, b),)
14
302
pyomo
pyomo/repn/plugins/mps.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
32,948
metrics
examples/audio/pesq.py
.py
""" Evaluating Speech Quality with PESQ metric ============================================== This notebook will guide you through calculating the Perceptual Evaluation of Speech Quality (PESQ) score, a key metric in assessing how effective noise reduction and enhancement techniques are in improving speech quality. ...
119
4,598
lemur
lemur/tests/test_notifications.py
.py
import pytest from lemur.notifications.views import * # noqa from .vectors import ( VALID_ADMIN_API_TOKEN, VALID_ADMIN_HEADER_TOKEN, VALID_READ_ONLY_HEADER_TOKEN, VALID_USER_HEADER_TOKEN, ) def test_notification_input_schema(client, notification_plugin, notification): from lemur.notifications....
205
4,945
metrics
src/torchmetrics/text/mer.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...
142
5,250
wagtail
wagtail/admin/modal_workflow.py
.py
from django.http import JsonResponse from django.template.loader import render_to_string def render_modal_workflow( request, html_template, js_template=None, template_vars=None, json_data=None ): """ " Render a response consisting of an HTML chunk and a JS onload chunk in the format required by the mo...
29
783
luigi
test/contrib/scalding_test.py
.py
# -*- coding: utf-8 -*- # # Copyright 2012-2015 Spotify AB # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law...
66
2,084
jupytext
tests/data/notebooks/outputs/ipynb_to_marimo/plotly_graphs.py
.py
import marimo __generated_with = "0.17.8" app = marimo.App() @app.cell(hide_code=True) def _(mo): mo.md(r""" This notebook contains complex outputs, including plotly javascript graphs. """) return @app.cell(hide_code=True) def _(mo): mo.md(r""" # Interactive plots """) return @app...
58
992
beam
sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.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");...
189
5,785
probability
spinoffs/inference_gym/inference_gym/targets/sparse_logistic_regression_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...
157
5,455
astropy
astropy/units/quantity_helper/converters.py
.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """Converters for Quantity.""" import threading import numpy as np from astropy.units.core import dimensionless_unscaled from astropy.units.errors import UnitConversionError, UnitsError, UnitTypeError __all__ = [ "UFUNC_HELPERS", "UNSUPPORTED_U...
395
15,899
onnxruntime
onnxruntime/python/tools/transformers/models/whisper/whisper_decoder.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 ...
466
21,428
wagtail
wagtail/search/models.py
.py
from django.db import models from django.db.models import OneToOneField from modelsearch.abstract_models import AbstractIndexEntry, AbstractSQLiteFTSIndexEntry # We import abstract models from the modelsearch app and define concrete implementations here in the # wagtail.search app. This preserves backwards compatibili...
47
1,699
probability
tensorflow_probability/python/layers/weight_norm_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...
326
13,444
openvino
src/frontends/onnx/tests/tests_python/test_ops_random.py
.py
# -*- coding: utf-8 -*- # Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import onnx from tests.tests_python.utils import run_node def test_random_uniform(): low = 90.0 high = 100.0 node = onnx.helper.make_node( "RandomUniform", inputs...
54
1,173
lemur
lemur/plugins/lemur_statsd/lemur_statsd/__init__.py
.py
try: from importlib.metadata import version VERSION = version(__name__) except Exception as e: VERSION = "Unknown"
6
127
openvino
src/frontends/paddle/tests/test_models/gen_scripts/generate_place_test_model.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import paddle import numpy as np from save_model import saveModel import sys import os def paddle_rnn_lstm(input_size, hidden_size, layers, direction): import paddle paddle.enable_static() main_program = paddle.static.Progra...
94
4,031
mlflow
tests/entities/test_link.py
.py
from mlflow.entities.link import Link TRACE_ID = "tr-abc123" SPAN_ID = "aabbccddeeff0011" def test_link_to_dict(): link = Link(trace_id=TRACE_ID, span_id=SPAN_ID, attributes={"type": "causality"}) assert link.to_dict() == { "trace_id": TRACE_ID, "span_id": SPAN_ID, "attributes": {"typ...
30
851
returns
tests/test_maybe/test_maybe_equality.py
.py
from copy import copy, deepcopy import pytest from returns.maybe import Nothing, Some, _Nothing # noqa: PLC2701 from returns.primitives.exceptions import ImmutableStateError def test_equals(): """Ensures that ``.equals`` method works correctly.""" inner_value = 1 assert Some(inner_value).equals(Some(i...
102
3,017
pyomo
pyomo/contrib/pynumero/interfaces/pyomo_grey_box_nlp.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...
929
36,878
pyomo
pyomo/contrib/solver/tests/unit/test_solution.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...
431
15,453
pyomo
pyomo/opt/base/results.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...
35
1,209
beam
sdks/python/apache_beam/ml/rag/enrichment/milvus_search_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...
343
14,212
mlflow
tests/tracing/utils/test_warning.py
.py
import logging import warnings import pytest import mlflow from mlflow.tracing.utils.warning import suppress_warning from tests.tracing.helper import skip_when_testing_trace_sdk def test_suppress_token_detach_warning(caplog): logger = logging.getLogger("opentelemetry.context") logger.setLevel(logging.INFO)...
104
3,448
pyomo
pyomo/core/plugins/transform/radix_linearization.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...
292
11,622
textual
src/textual/_ansi_theme.py
.py
from __future__ import annotations from rich.terminal_theme import TerminalTheme def rgb(red: int, green: int, blue: int) -> tuple[int, int, int]: """Define an RGB color. This exists mainly so that a VSCode extension can render the colors inline. Args: red: Red component. green: Green c...
73
1,509
pyomo
pyomo/contrib/pynumero/interfaces/tests/test_pyomo_grey_box_nlp.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...
2,628
101,823
jupytext
tests/integration/contents_manager/test_contentsmanager.py
.py
import inspect import os import re import shutil import time import pytest from jupyter_server.utils import ensure_async from nbformat.v4.nbbase import new_code_cell, new_markdown_cell, new_notebook from tornado.web import HTTPError import jupytext from jupytext.cli import jupytext as jupytext_cli from jupytext.compa...
2,058
68,078
openvino
tests/layer_tests/tensorflow_tests/test_tf_LinSpace.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np import pytest import tensorflow as tf from common.tf_layer_test_class import CommonTFLayerTest class TestLinSpace(CommonTFLayerTest): def _prepare_input(self, _): inputs_data = {} inputs_data['sta...
49
2,088
python-prompt-toolkit
src/prompt_toolkit/patch_stdout.py
.py
""" patch_stdout ============ This implements a context manager that ensures that print statements within it won't destroy the user interface. The context manager will replace `sys.stdout` by something that draws the output above the current prompt, rather than overwriting the UI. Usage:: with patch_stdout(appli...
302
9,646
pyro
examples/eight_schools/mcmc.py
.py
# Copyright (c) 2017-2019 Uber Technologies, Inc. # SPDX-License-Identifier: Apache-2.0 import argparse import logging import data import torch import pyro import pyro.distributions as dist import pyro.poutine as poutine from pyro.infer import MCMC, NUTS logging.basicConfig(format="%(message)s", level=logging.INFO)...
70
1,818
sqlmap
lib/parse/headers.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ import os from lib.core.common import parseXmlFile from lib.core.common import singleTimeWarnMessage from lib.core.data import kb from lib.core.data import paths from lib.parse.h...
42
1,738
returns
tests/test_io/test_ioresult_container/test_ioresult_bind.py
.py
from returns.io import IOFailure, IOResult, IOSuccess from returns.result import Failure, Result, Success def test_bind(): """Ensures that bind works.""" def factory(inner_value: int) -> IOResult[int, str]: if inner_value > 0: return IOSuccess(inner_value * 2) return IOFailure(str...
86
2,510
openvino
tests/layer_tests/tensorflow2_keras_tests/test_tf2_keras_thresholdedrelu.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 TestKerasThresholdedReLU(CommonTF2LayerTest): def create_keras_thresholdedrelu_net(self, input_names, input_shapes, input_type,...
48
2,179
httpie
httpie/cli/nested_json/__init__.py
.py
""" A library for parsing the HTTPie nested JSON key syntax and constructing the resulting objects. <https://httpie.io/docs/cli/nested-json> It has no dependencies. """ from .interpret import interpret_nested_json, unwrap_top_level_list_if_needed from .errors import NestedJSONSyntaxError from .tokens import EMPTY_ST...
21
497
onnxruntime
tools/python/util/test/test_pytorch_export_helpers.py
.py
# Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. import unittest import torch from ..pytorch_export_helpers import infer_input_info # example usage from <ort root>/tools/python # python -m unittest util/test/test_pytorch_export_helpers.py # NOTE: at least on Windows you ...
43
1,520
metrics
src/torchmetrics/image/psnrb.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...
153
6,181
textual
tests/snapshot_tests/snapshot_apps/border_alpha.py
.py
from textual.app import App, ComposeResult from textual.containers import Vertical from textual.widgets import Label class BorderAlphaApp(App[None]): CSS = """ .boxes { height: 3; width: 100%; } #box0 { border: heavy green 0%; } #box1 { border: heavy gre...
41
771
gunicorn
tests/dirty/test_arbiter_streaming.py
.py
# # This file is part of gunicorn released under the MIT license. # See the NOTICE for more information. """Tests for dirty arbiter streaming functionality.""" import asyncio import struct from unittest import mock import pytest from gunicorn.dirty.protocol import ( DirtyProtocol, BinaryProtocol, make_r...
328
11,210
sphinx
tests/test_domains/test_domain_c.py
.py
"""Tests the C Domain""" from __future__ import annotations import itertools import xml.etree.ElementTree as ET import zlib from typing import TYPE_CHECKING import pytest from sphinx import addnodes from sphinx.addnodes import ( desc, desc_content, desc_name, desc_parameter, desc_parameterlist, ...
1,423
43,714
gunicorn
tests/test_dirty_stash.py
.py
# # This file is part of gunicorn released under the MIT license. # See the NOTICE for more information. """Tests for dirty stash (shared state) functionality.""" import pytest from gunicorn.dirty.stash import ( StashClient, StashTable, StashError, StashTableNotFoundError, StashKeyNotFoundError, ...
207
6,800
jupytext
tests/data/notebooks/outputs/ipynb_to_percent/jupyter_again.py
.py
# --- # jupyter: # kernelspec: # display_name: Python 3 # language: python # name: python3 # --- # %% c = ''' title: "Quick test" output: ioslides_presentation: widescreen: true smaller: true editor_options: chunk_output_type console ''' # %% import yaml print(yaml.dump(yaml.load(c))) # ...
26
331
django-cms
cms/sitemaps/cms_sitemap.py
.py
from django.contrib.sitemaps import Sitemap from django.contrib.sites.models import Site from django.db.models import OuterRef, Q, QuerySet, Subquery from cms.models import PageContent, PageUrl from cms.utils.i18n import get_public_languages def from_iterable(iterables): """ Backport of itertools.chain.from_...
120
4,276
saleor
saleor/graphql/warehouse/tests/mutations/test_warehouse_shipping_zone_unassign.py
.py
import graphene MUTATION_UNASSIGN_SHIPPING_ZONE_WAREHOUSE = """ mutation unassignWarehouseShippingZone($id: ID!, $shippingZoneIds: [ID!]!) { unassignWarehouseShippingZone(id: $id, shippingZoneIds: $shippingZoneIds) { errors { field message code } } } """ def test_shipping_zone_unassign...
39
1,025
pdm
src/pdm/cli/actions.py
.py
from __future__ import annotations import contextlib import datetime import hashlib import inspect import json import os import sys import textwrap from collections.abc import Collection, Iterable from typing import TYPE_CHECKING, cast from resolvelib.resolvers import ResolutionImpossible, ResolutionTooDeep from pdm...
465
20,360
wagtail
wagtail/project_template/project_name/settings/dev.py
.py
from .base import * # SECURITY WARNING: don't run with debug turned on in production! DEBUG = True # SECURITY WARNING: keep the secret key used in production secret! SECRET_KEY = "{{ secret_key }}" # SECURITY WARNING: define the correct hosts in production! ALLOWED_HOSTS = ["*"] EMAIL_BACKEND = "django.core.mail.ba...
19
410
beam
sdks/python/apache_beam/examples/inference/multi_language_inference/multi_language_custom_transform/multi_language_custom_transform/composite_transform.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 ...
122
5,041
sqlmap
plugins/dbms/informix/filesystem.py
.py
#!/usr/bin/env python """ Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org) See the file 'LICENSE' for copying permission """ from plugins.generic.filesystem import Filesystem as GenericFilesystem class Filesystem(GenericFilesystem): pass
12
259
jupyterlab
scripts/watch_packages.py
.py
# Copyright (c) Jupyter Development Team. # Distributed under the terms of the Modified BSD License. from jupyterlab.commands import watch_packages if __name__ == "__main__": procs = watch_packages() procs[0].wait()
9
226
pyro
tests/infer/autoguide/test_inference.py
.py
# Copyright (c) 2017-2019 Uber Technologies, Inc. # SPDX-License-Identifier: Apache-2.0 import logging from functools import partial import numpy as np import pytest import torch from torch.distributions import biject_to, constraints import pyro import pyro.distributions as dist import pyro.optim as optim from pyro....
256
8,100
pyomo
pyomo/core/base/expression.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...
503
17,067
textual
tests/snapshot_tests/snapshot_apps/bind_override.py
.py
from textual.app import App, ComposeResult from textual.widget import Widget from textual.widgets import Footer, Switch from textual.binding import Binding class MyWidget(Widget, can_focus=True): BINDINGS = [ Binding("space", "app.bell", "Bell (Widget)"), Binding("a", "app.notify('a widget')", "wi...
42
985
openvino
src/bindings/python/src/openvino/_op_base.py
.py
# -*- coding: utf-8 -*- # Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 from typing import Union, Optional from openvino._pyopenvino import Op as OpBase from openvino._pyopenvino import Node, Output class Op(OpBase): def __init__( self, py_obj: "Op", inp...
29
896
conda
conda/misc.py
.py
# Copyright (C) 2012 Anaconda, Inc # SPDX-License-Identifier: BSD-3-Clause """Miscellaneous utility functions.""" from __future__ import annotations import os import re import shutil from logging import getLogger from os.path import abspath, dirname, isdir, isfile, join, relpath from typing import TYPE_CHECKING from...
389
12,509
openvino
tests/layer_tests/pytorch_tests/test_istft.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 TestISTFT(PytorchLayerTest): def _prepare_input(self, n_fft, hop_length, win_length, center, normalized, signal_shape, rand_data=False, out_dty...
247
10,059
clearml
examples/frameworks/jsonargparse/jsonargparse_command.py
.py
from jsonargparse import CLI from clearml import Task class Main: def __init__(self, prize: int = 100): self.prize = prize def person(self, name: str): return f"{name} won {self.prize}!" if __name__ == "__main__": Task.init( project_name="examples", task_name="jsonargpar...
19
360
pyro
pyro/contrib/mue/models.py
.py
# Copyright Contributors to the Pyro project. # SPDX-License-Identifier: Apache-2.0 """ Example MuE observation models. """ import datetime import numpy as np import torch import torch.nn as nn from torch.nn.functional import softplus from torch.optim import Adam from torch.utils.data import DataLoader import pyro ...
873
34,329
mlflow
tests/deployments/databricks/test_databricks.py
.py
import os import warnings from unittest import mock import pytest from mlflow.deployments import get_deploy_client from mlflow.exceptions import MlflowException @pytest.fixture(autouse=True) def mock_databricks_credentials(monkeypatch): monkeypatch.setenv("DATABRICKS_HOST", "https://test.cloud.databricks.com") ...
606
22,900
wagtail
wagtail/tests/actions/test_delete.py
.py
from django.contrib.auth.models import Permission from django.test import TestCase from wagtail.actions.delete import DeleteAction, DeletePermissionError from wagtail.log_actions import registry as log_registry from wagtail.permission_policies import ModelPermissionPolicy from wagtail.test.testapp.models import Advert...
94
4,179
pymc
pymc/model_graph.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...
909
29,616
gunicorn
tests/test_asgi_valid_requests.py
.py
# # This file is part of gunicorn released under the MIT license. # See the NOTICE for more information. """Test valid HTTP requests against ASGI callback parser. Runs the same .http test files as test_valid_requests.py but using the ASGI PythonProtocol callback parser. """ import glob import os import pytest impo...
53
1,728
confluent-kafka-python
src/confluent_kafka/_oauthbearer/aws/sasl_extensions_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...
51
1,714
openvino
tests/layer_tests/tensorflow_lite_tests/test_tfl_StableHLOComposite.py
.py
# Copyright (C) 2018-2026 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import os import numpy as np import pytest from flatbuffers import flexbuffers from tensorflow.lite.python import schema_py_generated as schema_fb from tensorflow.lite.tools import flatbuffer_utils as fb_utils import openvino as ov te...
331
13,875