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 |
|---|---|---|---|---|---|
scikit-bio | skbio/stats/composition/_ancombc.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.
# --------------------------------------------... | 1,126 | 46,702 |
luigi | luigi/mypy.py | .py | """Plugin that provides support for luigi.Task
This Code reuses the code from mypy.plugins.dataclasses
https://github.com/python/mypy/blob/0753e2a82dad35034e000609b6e8daa37238bfaa/mypy/plugins/dataclasses.py
"""
from __future__ import annotations
from typing import Callable, Dict, Final, Iterator, List, Literal, Opt... | 506 | 20,313 |
mkdocs | mkdocs/utils/yaml.py | .py | from __future__ import annotations
import functools
import logging
import os
import os.path
from typing import IO, TYPE_CHECKING, Any
import mergedeep # type: ignore
import yaml
import yaml.constructor
import yaml_env_tag # type: ignore
from mkdocs import exceptions
if TYPE_CHECKING:
from mkdocs.config.defaul... | 151 | 5,108 |
sqlmap | plugins/dbms/frontbase/filesystem.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
from lib.core.exception import SqlmapUnsupportedFeatureException
from plugins.generic.filesystem import Filesystem as GenericFilesystem
class Filesystem(GenericFilesystem):
d... | 19 | 676 |
probability | tensorflow_probability/python/sts/forecast.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... | 546 | 24,494 |
sqlmap | lib/techniques/blind/inference.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
from __future__ import division
import difflib
import heapq
import re
import time
from lib.core.agent import agent
from lib.core.common import Backend
from lib.core.common impor... | 1,308 | 70,697 |
pyro | tests/infer/test_conjugate_gradients.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import pyro
from pyro.infer.tracegraph_elbo import TraceGraph_ELBO
from tests.common import assert_equal
from tests.integration_tests.test_conjugate_gaussian_models import GaussianChain
class ConjugateChainGradientTests(GaussianC... | 44 | 1,616 |
onnx | onnx/reference/ops/_op_list.py | .py | # Copyright (c) ONNX Project Contributors
# SPDX-License-Identifier: Apache-2.0
"""Every class imported in this module defines an implementation of
an operator of the main domain. Any class name uses `_` to specify a
version defined in a specific opset. The class name without `_`
defines the current implementation. If... | 630 | 21,806 |
pynacl | tests/test_bindings.py | .py | # Copyright 2013-2018 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 applicabl... | 1,022 | 31,086 |
pyomo | pyomo/contrib/pynumero/examples/external_grey_box/react_example/reactor_model_residuals.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... | 498 | 17,680 |
pyomo | examples/pyomobook/nonlinear-ch/rosen/rosenbrock.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... | 28 | 995 |
pyomo | doc/OnlineDocs/src/data/set1.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... | 23 | 874 |
coremltools | coremltools/converters/xgboost/_tree_ensemble.py | .py | # Copyright (c) 2017, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
from copy import deepcopy
import numpy as _np
from ..._deps import _HAS_XGBOOST
from ...models.tree_en... | 348 | 11,931 |
pyro | pyro/contrib/oed/__init__.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
"""Tasks such as choosing the next question to ask in a psychology study, designing an election polling
strategy, and deciding which compounds to synthesize and test in biological sciences are all fundamentally asking the
same ques... | 73 | 3,789 |
hypercorn | src/hypercorn/protocol/h2.py | .py | from __future__ import annotations
from collections.abc import Awaitable, Callable
import h2
import h2.connection
import h2.events
import h2.exceptions
import priority
from .events import (
Body,
Data,
EndBody,
EndData,
Event as StreamEvent,
InformationalResponse,
Request,
Response,
... | 401 | 15,592 |
openvino | src/bindings/python/tests/test_graph/test_node_factory.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from sys import platform
from openvino import compile_model, Model
from openvino import Extension
import openvino.opset8 as ov
from openvino.exceptions import UserInputError
from o... | 142 | 4,438 |
beam | sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_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");... | 125 | 3,849 |
pyfilesystem2 | fs/appfs.py | .py | """Manage filesystems in platform-specific application directories.
These classes abstract away the different requirements for user data
across platforms, which vary in their conventions. They are all
subclasses of `~fs.osfs.OSFS`.
"""
# Thanks to authors of https://pypi.org/project/appdirs
# see http://technet.micr... | 169 | 4,335 |
probability | tensorflow_probability/python/experimental/psd_kernels/feature_scaled_with_categorical.py | .py | # Copyright 2023 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... | 306 | 13,268 |
pyfilesystem2 | fs/_typing.py | .py | """
Typing objects missing from Python3.5.1
"""
import sys
import six
_PY = sys.version_info
from typing import overload # type: ignore
if _PY.major == 3 and _PY.minor == 5 and _PY.micro in (0, 1):
def overload(func): # pragma: no cover # noqa: F811
return func
try:
from typing import Text
ex... | 23 | 399 |
scikit-bio | skbio/stats/ordination/_principal_component_analysis.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.
# --------------------------------------------... | 258 | 10,438 |
gunicorn | benchmarks/dirty_streaming.py | .py | #!/usr/bin/env python
#
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""
Benchmark suite for dirty worker streaming functionality.
This script benchmarks the streaming performance of dirty workers
to measure throughput, latency, and memory usage.
Usage:
p... | 756 | 23,176 |
probability | spinoffs/inference_gym/inference_gym/using_jax.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... | 24 | 819 |
gunicorn | tests/treq.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
# Copyright 2009 Paul J. Davis <paul.joseph.davis@gmail.com>
#
# This file is part of the pywebmachine package released
# under the MIT license.
import inspect
import importlib.machinery
import os
import random
im... | 331 | 11,321 |
conda | conda/auxlib/compat.py | .py | from collections import OrderedDict as odict # noqa: F401
import os
from shlex import split
from ..deprecations import deprecated
@deprecated("26.3", "26.9", addendum="Use `conda.common.compat.isiterable` instead.")
def isiterable(obj):
# and not a string
from collections.abc import Iterable
return not ... | 44 | 1,352 |
sqlmap | lib/utils/progress.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
from __future__ import division
import time
from lib.core.common import dataToStdout
from lib.core.convert import getUnicode
from lib.core.data import conf
from lib.core.data im... | 134 | 5,042 |
wagtail | wagtail/admin/tests/pages/test_delete_page.py | .py | from unittest import mock
from django.contrib.auth.models import Permission
from django.db.models.signals import post_delete, pre_delete
from django.http import HttpRequest, HttpResponse
from django.test import TestCase, override_settings
from django.urls import reverse
from wagtail.signals import page_unpublished
fr... | 396 | 16,338 |
metrics | src/torchmetrics/functional/text/cer.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... | 88 | 2,970 |
sqlmap | tamper/chardoubleencode.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
import string
from lib.core.enums import PRIORITY
__priority__ = PRIORITY.LOWEST
def dependencies():
pass
def tamper(payload, **kwargs):
"""
Double URL-encodes eac... | 43 | 1,214 |
coremltools | coremltools/optimize/coreml/_quantization_passes.py | .py | # Copyright (c) 2023, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import atexit
from itertools import repeat
from multiprocessing import Pool
from typing import Callable,... | 1,747 | 73,588 |
coveragepy | coverage/collector.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
"""Raw data collector for coverage.py."""
from __future__ import annotations
import contextlib
import functools
import os
import sys
from collections.abc import... | 499 | 19,141 |
textual | examples/pride.py | .py | from textual.app import App, ComposeResult
from textual.widgets import Static
class PrideApp(App):
"""Displays a pride flag."""
COLORS = ["red", "orange", "yellow", "green", "blue", "purple"]
def compose(self) -> ComposeResult:
for color in self.COLORS:
stripe = Static()
... | 20 | 469 |
black | tests/data/cases/preview_cantfit_string.py | .py | # flags: --unstable
# long arguments
normal_name = normal_function_name(
"but with super long string arguments that on their own exceed the line limit so there's no way it can ever fit",
"eggs with spam and eggs and spam with eggs with spam and eggs and spam with eggs with spam and eggs and spam with eggs",
... | 19 | 829 |
openvino | tests/layer_tests/pytorch_tests/test_rsub.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
class TestRsub(PytorchLayerTest):
def _prepare_input(self):
return self.input_data
def create_model(self, second_type... | 112 | 3,804 |
confluent-kafka-python | tests/schema_registry/data/proto/newwidget_pb2.py | .py | # -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: newwidget.proto
"""Generated protocol buffer code."""
from google.protobuf import descriptor as _descriptor
from google.protobuf import descriptor_pool as _descriptor_pool
from google.protobuf import symbol_database as _symbol... | 29 | 1,110 |
pyomo | examples/pyomobook/pyomo-components-ch/con_declaration.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... | 98 | 2,303 |
beam | sdks/python/apache_beam/io/concat_source_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... | 248 | 9,400 |
django-cms | cms/test_utils/project/app_with_cms_feature_and_config/cms_config.py | .py | from cms.app_base import CMSAppConfig, CMSAppExtension
class CMSConfig(CMSAppConfig):
app_with_cms_feature_enabled = False
class CMSExtension(CMSAppExtension):
def configure_app(self, cms_config):
pass
| 12 | 223 |
scikit-bio | skbio/binaries/_ordination.py | .py | # ----------------------------------------------------------------------------
# Copyright (c) 2025--, 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.
# --------------------------------------------... | 202 | 8,317 |
eve | tests/suite_generator.py | .py | from datetime import datetime
class EmbeddedDoc:
def __init__(self, _id):
self._id = _id
self._created = datetime.utcnow()
| 8 | 145 |
probability | tensorflow_probability/python/bijectors/fill_scale_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... | 63 | 2,352 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_conformer_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_attention import AttentionMask, FusionAttent... | 298 | 11,705 |
wagtail | wagtail/query.py | .py | import posixpath
import warnings
from collections import defaultdict
from collections.abc import Iterable
from typing import Any
from django.apps import apps
from django.contrib.contenttypes.models import ContentType
from django.db.models import CharField, Prefetch, Q
from django.db.models.expressions import Exists, O... | 781 | 30,892 |
python-prompt-toolkit | examples/full-screen/hello-world.py | .py | #!/usr/bin/env python
"""
A simple example of a a text area displaying "Hello World!".
"""
from prompt_toolkit.application import Application
from prompt_toolkit.key_binding import KeyBindings
from prompt_toolkit.layout import Layout
from prompt_toolkit.widgets import Box, Frame, TextArea
# Layout for displaying hell... | 45 | 937 |
probability | spinoffs/inference_gym/inference_gym/targets/probit_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... | 123 | 4,324 |
biopython | Scripts/GenBank/check_output.py | .py | #!/usr/bin/env python
# Copyright 2000 Brad Chapman. 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.
"""Check for the ability to read and write identical GenBank records.
This... | 98 | 2,832 |
pyomo | pyomo/contrib/interior_point/tests/test_reg.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... | 151 | 5,292 |
python-prompt-toolkit | tests/test_async_generator.py | .py | from __future__ import annotations
from asyncio import run
from prompt_toolkit.eventloop import generator_to_async_generator
def _sync_generator():
yield 1
yield 10
def test_generator_to_async_generator():
"""
Test conversion of sync to async generator.
This should run the synchronous parts in... | 29 | 658 |
coremltools | coremltools/converters/mil/mil/passes/tests/test_pass_pipeline.py | .py | # Copyright (c) 2023, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import numpy as np
import pytest
from coremltools.converters.mil.mil import Builder as mb
from corem... | 127 | 5,566 |
wagtail | wagtail/admin/rich_text/__init__.py | .py | from django.conf import settings
from django.utils.module_loading import import_string
from wagtail.admin.rich_text.editors.draftail import DraftailRichTextArea # NOQA: F401
DEFAULT_RICH_TEXT_EDITORS = {
"default": {"WIDGET": "wagtail.admin.rich_text.DraftailRichTextArea"}
}
def get_rich_text_editor_widget(nam... | 33 | 965 |
django-cms | cms/tests/test_placeholder_operation_signals.py | .py | from cms.api import add_plugin
from cms.models import Placeholder, UserSettings
from cms.operations import (
ADD_PLUGIN,
ADD_PLUGINS_FROM_PLACEHOLDER,
CHANGE_PLUGIN,
CLEAR_PLACEHOLDER,
CUT_PLUGIN,
DELETE_PLUGIN,
MOVE_PLUGIN,
PASTE_PLACEHOLDER,
PASTE_PLUGIN,
)
from cms.signals import ... | 706 | 30,998 |
cvxpy | cvxpy/expressions/cvxtypes.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... | 173 | 3,433 |
sqlmap | lib/utils/api.py | .py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
from __future__ import print_function
import contextlib
import logging
import os
import re
import shlex
import socket
import sqlite3
import sys
import tem... | 1,134 | 45,030 |
luigi | luigi/date_interval.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... | 266 | 8,608 |
saleor | saleor/graphql/checkout/tests/deprecated/test_customer_detach_mutation.py | .py | import graphene
from .....checkout.error_codes import CheckoutErrorCode
from ....tests.utils import get_graphql_content
MUTATION_CHECKOUT_CUSTOMER_DETACH = """
mutation checkoutCustomerDetach($checkoutId: ID, $token: UUID) {
checkoutCustomerDetach(checkoutId: $checkoutId, token: $token) {
chec... | 98 | 3,186 |
mlflow | tests/deployments/test_utils.py | .py | import pytest
from mlflow.deployments.utils import (
get_deployments_target,
set_deployments_target,
)
from mlflow.exceptions import MlflowException
def test_set_deployments_target(monkeypatch):
monkeypatch.setattr("mlflow.deployments.utils._deployments_target", None)
valid_target = "databricks"
... | 42 | 1,362 |
sqlmap | tests/test_brotli.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 Brotli (RFC 7932) decompressor under lib/utils/brotli.py, and its wiring
into lib/request/basic.py::decodePage. The compressed fixtures were produced by ... | 121 | 5,314 |
biopython | Scripts/SeqGui/SeqGui.py | .py | # Copyright 2000 by Katharine Lindner (Cayte).
# Copyright 2016 by Markus Piotrowski.
# 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.
#
# The original SeqGui was written by Kath... | 183 | 6,244 |
gunicorn | tests/docker/uwsgi/test_uwsgi_integration.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""
Integration tests for gunicorn's uWSGI binary protocol with nginx.
These tests verify that gunicorn correctly implements the uWSGI binary
protocol by running actual requests through nginx's uwsgi_pass directiv... | 317 | 11,888 |
sqlmap | tests/test_xslt.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
Coverage for the XSLT injection engine (lib/techniques/xslt/inject.py) and the XQuery tier the XPath
engine gained (lib/techniques/xpath/inject.py).
Network-free: the payload builder... | 314 | 16,225 |
sphinx | tests/test_environment/test_environment_toctree.py | .py | """Test the sphinx.environment.adapters.toctree."""
from __future__ import annotations
from typing import TYPE_CHECKING
import docutils
import pytest
from docutils import nodes
from docutils.nodes import bullet_list, list_item, literal, reference, title
from sphinx import addnodes
from sphinx.addnodes import compac... | 1,105 | 34,108 |
probability | tensorflow_probability/python/layers/conv_variational_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... | 744 | 30,627 |
wandb | wandb/automations/_generated/get_automations_legacy.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
from .fragments import PageInfoFields, ProjectTriggersFields
class GetAutomationsLegacy(GQLResult):
scope: GetAutomationsLegacyScope |... | 34 | 877 |
pyro | examples/capture_recapture/cjs.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
"""
We show how to implement several variants of the Cormack-Jolly-Seber (CJS)
[4, 5, 6] model used in ecology to analyze animal capture-recapture data.
For a discussion of these models see reference [1].
We make use of two datase... | 387 | 14,374 |
metrics | src/torchmetrics/functional/classification/specificity.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... | 395 | 18,562 |
pyomo | pyomo/contrib/mpc/modeling/terminal.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... | 162 | 6,147 |
returns | tests/test_examples/test_your_container/test_pair4.py | .py | from abc import abstractmethod
from collections.abc import Callable, Sequence
from typing import ClassVar, Never, TypeVar, final
from returns.contrib.hypothesis.laws import check_all_laws
from returns.interfaces import bindable, equable, lashable, swappable
from returns.primitives.asserts import assert_equal
from retu... | 250 | 7,318 |
pyomo | pyomo/common/pyomo_typing.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... | 39 | 1,396 |
pyfilesystem2 | tests/test_mountfs.py | .py | from __future__ import unicode_literals
import unittest
from fs.memoryfs import MemoryFS
from fs.mountfs import MountError, MountFS
from fs.tempfs import TempFS
from fs.test import FSTestCases
class TestMountFS(FSTestCases, unittest.TestCase):
"""Test OSFS implementation."""
def make_fs(self):
fs =... | 93 | 2,686 |
onnxruntime | tools/python/gen_opkernel_doc.py | .py | #!/usr/bin/env python
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import io # noqa: F401
import os
import pathlib
from collections import defaultdict
import onnxruntime.capi.onnxruntime_pybind11_state as rtpy
def format_version_range(v):
if v[1]... | 237 | 8,709 |
pymc | tests/variational/test_callbacks.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... | 55 | 1,755 |
eve | eve/methods/post.py | .py | # -*- coding: utf-8 -*-
"""
eve.methods.post
~~~~~~~~~~~~~~~~
This module implements the POST method, supported by the resources
endpoints.
:copyright: (c) 2017 by Nicola Iarocci.
:license: BSD, see LICENSE for more details.
"""
from cerberus.validator import DocumentError
from flask import ... | 310 | 11,479 |
saleor | saleor/graphql/webhook/tests/queries/test_event_delivery_query.py | .py | import datetime
import graphene
from .....core import EventDeliveryStatus
from .....core.models import EventDelivery
from .....webhook.event_types import WebhookEventAsyncType
from ....tests.utils import get_graphql_content
EVENT_DELIVERY_QUERY = """
query webhook(
$id: ID!
$first: Int, $last: Int, $... | 210 | 7,223 |
sqlmap | tests/test_generic_takeover.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 the generic plugin mixins covering:
* plugins/generic/custom.py - sqlQuery SELECT/non-query/stacked branches, the
MSSQL FROM rewrite, METADB suffix stripping, ... | 606 | 21,302 |
probability | tensorflow_probability/python/math/diag_jacobian_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... | 116 | 4,868 |
saleor | saleor/shipping/tests/test_postal_codes.py | .py | from unittest.mock import Mock, patch
import pytest
from .. import PostalCodeRuleInclusionType
from ..postal_codes import (
check_postal_code_in_range,
is_shipping_method_applicable_for_postal_code,
)
@pytest.mark.parametrize(
("code", "start", "end", "in_range"),
[
("BH3 2BC", "BH2 1AA", "B... | 125 | 4,408 |
probability | discussion/robust_inverse_graphics/util/test_util_test.py | .py | # Copyright 2024 The TensorFlow Probability Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | 52 | 1,891 |
astropy | astropy/coordinates/tests/test_matrix_utilities.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
import numpy as np
import pytest
from numpy.testing import assert_allclose, assert_array_equal
from astropy import units as u
from astropy.coordinates import Angle, is_rotation_or_reflection, rotation_matrix
from astropy.coordinates.matrix_utilities impor... | 167 | 5,529 |
astropy | astropy/stats/setup_package.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
import os
from numpy import get_include as get_numpy_include
from setuptools import Extension
ROOT = os.path.relpath(os.path.dirname(__file__))
SRCFILES = ["wirth_select.c", "compute_bounds.c", "fast_sigma_clip.c"]
SRCFILES = [os.path.join(ROOT, "src", ... | 27 | 795 |
kafka | tests/kafkatest/services/console_consumer.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 ... | 322 | 15,823 |
saleor | saleor/tests/e2e/product/utils/collection_add_products.py | .py | from ...utils import get_graphql_content
COLLECTION_ADD_PRODUCTS_MUTATION = """
mutation CollectionAssignProduct($id: ID!, $productIds: [ID!]!) {
collectionAddProducts(collectionId: $id, products: $productIds) {
errors {
code
message
field
}
collection {
id
products(first: 5... | 44 | 925 |
mlflow | dev/benchmarks/tracing/test_trace_perf.py | .py | import random
from _data import generate_trace_data
from pytest_benchmark.fixture import BenchmarkFixture
import mlflow
from mlflow.entities.span import SpanType
from mlflow.store.tracking.sqlalchemy_store import SqlAlchemyStore
DEFAULT_SPANS = 100
INGEST_ROUNDS = 20
INGEST_WARMUP = 3
def test_ingest(benchmark: Be... | 132 | 3,923 |
openvino | src/bindings/python/src/openvino/frontend/pytorch/patch_functions.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import builtins
import torch
from typing import Any, Optional
originals_map = {
"divmod": builtins.divmod
}
def patched_divmod(lhs: Any, rhs: Any) -> tuple[Any, Any]:
# TorchScript tracing outputs torch... | 48 | 1,486 |
saleor | saleor/graphql/account/sorters.py | .py | from django.db.models import Count, QuerySet
from ..core.doc_category import DOC_CATEGORY_USERS
from ..core.types import BaseEnum, SortInputObjectType
class UserSortField(BaseEnum):
FIRST_NAME = ["first_name", "last_name", "pk"]
LAST_NAME = ["last_name", "first_name", "pk"]
EMAIL = ["email"]
ORDER_CO... | 88 | 2,836 |
probability | tensorflow_probability/python/distributions/truncated_normal_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... | 635 | 24,173 |
pymc | pymc/distributions/timeseries.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... | 1,040 | 38,860 |
sphinx | sphinx/search/ru.py | .py | """Russian search language."""
from __future__ import annotations
import snowballstemmer
from sphinx.search import SearchLanguage
from sphinx.search._stopwords.ru import RUSSIAN_STOPWORDS
class SearchRussian(SearchLanguage):
lang = 'ru'
language_name = 'Russian'
js_stemmer_rawcode = 'russian-stemmer.js... | 23 | 596 |
wagtail | wagtail/tests/test_sites.py | .py | from django.core.exceptions import ValidationError
from django.test import TestCase, override_settings
from wagtail.coreutils import get_dummy_request
from wagtail.models import Site
from wagtail.test.utils import Page
class TestSiteNaturalKey(TestCase):
def test_natural_key(self):
site = Site(hostname="... | 291 | 11,474 |
coremltools | coremltools/optimize/torch/_utils/model_size_utils.py | .py | # Copyright (c) 2025, 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
import torch.nn
from coremltools.optimize.torch._utils.metadata_utils import Compressio... | 43 | 1,516 |
mlflow | tests/store/artifact/test_sftp_artifact_repo.py | .py | import os
import posixpath
import pytest
import mlflow
from mlflow.store.artifact.artifact_repository_registry import get_artifact_repository
from mlflow.store.artifact.sftp_artifact_repo import SFTPArtifactRepository
from mlflow.utils.file_utils import TempDir
pytestmark = pytest.mark.requires_ssh
def test_artifa... | 217 | 8,996 |
sphinx | sphinx/util/http_date.py | .py | """Convert times to and from HTTP-date serialisations.
Reference: https://www.rfc-editor.org/rfc/rfc7231#section-7.1.1.1
"""
from __future__ import annotations
import time
from email.utils import parsedate_tz
_WEEKDAY_NAME = ('Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun')
_MONTH_NAME = ('', # Placeholder for ind... | 46 | 1,508 |
mlflow | tests/gateway/schemas/test_completions.py | .py | import time
import pydantic
import pytest
from mlflow.gateway.schemas import completions
def test_completions_request():
completions.RequestPayload(**{"prompt": "prompt"})
completions.RequestPayload(**{"prompt": ""})
completions.RequestPayload(**{"prompt": "", "extra": "extra", "temperature": 2.0})
... | 136 | 3,773 |
probability | tensorflow_probability/python/mcmc/internal/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... | 463 | 17,066 |
deap | examples/gp/symbreg_harm.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 ... | 93 | 3,371 |
openvino | src/common/conditional_compilation/scripts/ccheader.py | .py | #!/usr/bin/env python3
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# The main purpose of this script is code generation for conditional compilation.
# After collecting statistics using IntelSEAPI, several CSV files are generated.
# This script can read these files and can pro... | 192 | 6,425 |
onnx | onnx/backend/test/case/node/xor.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 Xor(Base):
@staticmethod
def export() -> None:
node = ... | 77 | 2,504 |
saleor | saleor/graphql/discount/tests/queries/test_sales.py | .py | from ....tests.utils import get_graphql_content
def test_sale_query(
staff_api_client,
promotion_converted_from_sale,
permission_manage_discounts,
channel_USD,
permission_manage_products,
product,
):
# given
query = """
query sales {
sales(first: 1) {
... | 220 | 6,253 |
coremltools | coremltools/converters/sklearn/_logistic_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
from collections.abc import Iterable
from ..._deps import _HAS_SKLEARN
from ...models import MLModel as... | 110 | 3,111 |
biopython | Tests/test_KeyWList.py | .py | # Copyright 1999 by Jeffrey Chang. 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 KeyWList."""
import os.path
import unittest
from Bio.SwissProt import KeyWList
... | 126 | 5,892 |
coremltools | coremltools/converters/mil/mil/ops/defs/iOS15/classify.py | .py | # Copyright (c) 2020, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import numpy as np
from coremltools.converters.mil.mil import Operation, types
from coremltools.conv... | 77 | 3,285 |
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