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 |
|---|---|---|---|---|---|
pyomo | pyomo/core/base/transformation.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... | 179 | 6,432 |
beam | sdks/python/apache_beam/tools/utils.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... | 195 | 6,513 |
mkdocs-material | material/plugins/search/plugin.py | .py | # Copyright (c) 2016-2025 Martin Donath <martin.donath@squidfunk.com>
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to
# deal in the Software without restriction, including without limitation the
# rights to use, c... | 595 | 20,512 |
pyomo | pyomo/core/tests/unit/test_units.py | .py | # -*- coding: utf-8 -*-
# ____________________________________________________________________________________
#
# 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 En... | 1,274 | 46,154 |
sqlmap | plugins/dbms/mysql/takeover.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.agent import agent
from lib.core.common import Backend
from lib.core.common import decloakToTemp
from lib.core.common import isStackingAvailable
from lib.... | 121 | 5,123 |
coremltools | coremltools/test/optimize/torch/quantization/test_observers.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 pytest
import torch
from torch.ao.quantization import FakeQuantize
from coremltools.optimize.... | 245 | 7,785 |
wandb | tests/system_tests/test_functional/dspy/dspy_callback_multiple_steps.py | .py | import dspy
import wandb
from dspy.evaluate.evaluate import EvaluationResult # type: ignore
class MinimalProgram(dspy.Module):
def __init__(self) -> None:
super().__init__()
self.predict = dspy.Predict("question: str -> answer: str")
def _results(score_value: float):
ex = dspy.Example(quest... | 44 | 1,262 |
onnxruntime | docs/python/examples/plot_metadata.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Metadata
========
ONNX format contains metadata related to how the
model was produced. It is useful when the model
is deployed to production to keep track of which
instance was used at a specific time.
Let's see how to d... | 47 | 1,329 |
deap | tests/test_mutation.py | .py | import unittest
from unittest import mock
from deap.tools.mutation import mutInversion
class MutationTest(unittest.TestCase):
def test_mutInverstion_size_zero_chromosome_returns_unchanged_chromosome_in_tuple(self):
chromosome = []
expected = []
self.assertEqual((expected,), mutInversion(... | 46 | 1,937 |
mlflow | mlflow/entities/run_tag.py | .py | from mlflow.entities._mlflow_object import _MlflowObject
from mlflow.protos.service_pb2 import RunTag as ProtoRunTag
class RunTag(_MlflowObject):
"""Tag object associated with a run."""
def __init__(self, key, value):
self._key = key
self._value = value
def __eq__(self, other):
i... | 37 | 890 |
saleor | saleor/graphql/giftcard/tests/deprecated/test_gift_card_mutations.py | .py | import datetime
from ....tests.utils import get_graphql_content
CREATE_GIFT_CARD_MUTATION = """
mutation giftCardCreate(
$startDate: Date, $endDate: Date, $expiryDate: Date, $channel: String,
$balance: PriceInput!, $userEmail: String, $isActive: Boolean!
){
giftCardCreate(input: {
... | 100 | 2,895 |
pyomo | pyomo/repn/tests/ampl/helper.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... | 24 | 807 |
pyomo | doc/OnlineDocs/src/scripting/Isinglebuild.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... | 57 | 1,798 |
coremltools | coremltools/converters/mil/mil/ops/tests/iOS15/test_tensor_transformation.py | .py | # Copyright (c) 2023, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import itertools
import numpy as np
import pytest
import coremltools as ct
from coremltools.convert... | 102 | 3,098 |
pyomo | pyomo/contrib/pyros/tests/test_uncertainty_sets.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... | 4,199 | 158,294 |
voila | tests/test_template/setup.py | .py | import os
from setuptools import setup
data_files = []
for dirpath, _dirnames, filenames in os.walk("share/jupyter/voila/templates"):
if filenames:
data_files.append(
(dirpath, [os.path.join(dirpath, filename) for filename in filenames])
)
setup(
name="test_template",
version... | 22 | 517 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul_2bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 224 | 8,163 |
openvino | src/bindings/python/tests/test_graph/test_gather.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Tensor, Type
import openvino.opset8 as ov
import numpy as np
import pytest
@pytest.mark.parametrize(("input_shape", "indices", "axis", "expected_shape", "batch_dims"), [
((3, 3), (1, 2),... | 52 | 2,203 |
clearml | examples/distributed/pytorch_distributed_example.py | .py | # ClearML - example of ClearML torch distributed support
# notice all nodes will be reporting to the master Task (experiment)
import os
import subprocess
import sys
from argparse import ArgumentParser
from datetime import timedelta
from math import ceil
from random import Random
import torch as th
import torch.distrib... | 189 | 6,639 |
mlflow | tests/entities/test_gateway_secrets.py | .py | from mlflow.entities import GatewaySecretInfo
def test_secret_creation_full():
secret = GatewaySecretInfo(
secret_id="test-secret-id",
secret_name="my_api_key",
masked_values={"api_key": "sk-...abc123"},
created_at=1234567890000,
last_updated_at=1234567890000,
provi... | 204 | 6,652 |
openvino | src/bindings/python/docs/examples/openvino/mymodule/myclass.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
class MyClass():
"""MyClass created as part of tutorial."""
def __init__(self):
pass
def say_hello(self):
"""Say hello to the world!"""
print("Hello! Let's work on OV together... | 14 | 324 |
mlflow | tests/pyfunc/sample_code/func_code_with_type_hint.py | .py | from mlflow.models import set_model
def predict(model_input: list[str]):
return model_input
set_model(predict)
| 9 | 119 |
onnxruntime | onnxruntime/python/torch_cpp_extensions/aten_op_executor/__init__.py | .py | import threading
from functools import wraps
from onnxruntime.capi import _pybind_state as _C
def run_once_aten_op_executor(f):
"""
Decorator to run a function only once.
:param f: function to be run only once during execution time despite the number of calls
:return: The original function with the p... | 34 | 1,174 |
hatch | src/hatch/cli/env/show.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING
import click
if TYPE_CHECKING:
from hatch.cli.application import Application
@click.command(short_help="Show the available environments")
@click.argument("envs", required=False, nargs=-1)
@click.option("--ascii", "force_ascii", is_flag=True, h... | 214 | 7,863 |
mlflow | tests/gateway/providers/test_palm.py | .py | from unittest import mock
import pytest
from aiohttp import ClientTimeout
from fastapi.encoders import jsonable_encoder
from pydantic import ValidationError
from mlflow.environment_variables import MLFLOW_GATEWAY_ROUTE_TIMEOUT_SECONDS
from mlflow.gateway.config import EndpointConfig
from mlflow.gateway.exceptions imp... | 388 | 12,131 |
textual | src/textual/visual.py | .py | from __future__ import annotations
from abc import ABC, abstractmethod
from dataclasses import dataclass
from itertools import islice
from typing import TYPE_CHECKING, Callable, Protocol
import rich.repr
from rich.console import Console, ConsoleOptions, RenderableType
from rich.measure import Measurement
from rich.pr... | 432 | 13,870 |
django-cms | cms/test_utils/project/pluginapp/plugins/validation/cms_plugins.py | .py | from cms.plugin_base import CMSPluginBase
class NonExisitngRenderTemplate(CMSPluginBase):
name = 'SubTest'
module = 'Test'
render_template = 'i_do_not_exist.html'
allow_children = True
class NoSubPluginRender(CMSPluginBase):
name = 'SubSubTest'
module = 'Test'
render_template = 'plugins/... | 36 | 746 |
mlflow | examples/openai/azure_openai.py | .py | import openai
import pandas as pd
import mlflow
"""
Set environment variables for Azure OpenAI service
export OPENAI_API_KEY="<AZURE OPENAI KEY>"
# OPENAI_API_BASE should be the endpoint of your Azure OpenAI resource
# e.g. https://<service-name>.openai.azure.com/
export OPENAI_API_BASE="<AZURE OPENAI BASE>"
# OPENAI... | 64 | 1,663 |
cvxpy | cvxpy/reductions/dcp2cone/canonicalizers/lambda_max_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... | 58 | 2,033 |
hatch | tests/cli/check/test_check_code.py | .py | from __future__ import annotations
import pytest
from hatch.config.constants import ConfigEnvVars
from hatch.project.core import Project
def construct_ruff_defaults_file(rules: tuple[str, ...]) -> str:
from hatch.cli.fmt.core import PER_FILE_IGNORED_RULES
lines = [
"line-length = 120",
"",
... | 461 | 15,788 |
saleor | saleor/webhook/utils.py | .py | from collections import defaultdict
from collections.abc import Iterable
from typing import TYPE_CHECKING, Optional
from django.conf import settings
from django.db.models import Q
from django.db.models.expressions import Exists, OuterRef
from ..app.models import App
from .event_types import WebhookEventAsyncType, Web... | 223 | 7,966 |
sqlmap | lib/controller/checks.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
import copy
import logging
import random
import re
import socket
import time
from extra.beep.beep import beep
from lib.core.agent import agent
from lib.core.common import Backend... | 1,874 | 92,568 |
pyomo | pyomo/dae/tests/test_initialization.py | .py | # ____________________________________________________________________________________
#
# Pyomo: Python Optimization Modeling Objects
# Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC
# Under the terms of Contract DE-NA0003525 with National Technology and Engineering
# Solutions of... | 131 | 4,020 |
onnx | onnx/backend/test/case/model/shrink.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.model import expect
class ShrinkTest(Base):
@staticmethod
def export() -> None:
... | 43 | 1,200 |
httpie | tests/test_cookie_on_redirects.py | .py | import pytest
from .utils import http
@pytest.mark.parametrize('target_httpbin', [
'httpbin',
'remote_httpbin',
])
def test_explicit_user_set_cookie(httpbin, target_httpbin, request):
"""User set cookies ARE NOT persisted within redirects when there is no session, even on the same domain."""
target_ht... | 251 | 7,232 |
saleor | saleor/graphql/meta/tests/queries/test_page.py | .py | import graphene
from ....tests.utils import assert_no_permission, get_graphql_content
from .utils import PRIVATE_KEY, PRIVATE_VALUE, PUBLIC_KEY, PUBLIC_VALUE
QUERY_PAGE_TYPE_PUBLIC_META = """
query pageTypeMeta($id: ID!){
pageType(id: $id){
metadata{
key
value
... | 174 | 5,310 |
luigi | test/contrib/postgres_with_server_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... | 172 | 5,422 |
mlflow | tests/genai/utils/test_gateway_utils.py | .py | import base64
from unittest import mock
import pytest
from mlflow.exceptions import MlflowException
from mlflow.genai.utils.gateway_utils import GatewayLiteLLMConfig, get_gateway_litellm_config
from mlflow.utils.credentials import MlflowCreds
GATEWAY_URI = "http://localhost:5000"
@pytest.fixture
def gateway_env(mo... | 121 | 4,010 |
kombu | t/unit/utils/test_json.py | .py | from __future__ import annotations
import sys
import uuid
from collections import namedtuple
from dataclasses import dataclass
from datetime import datetime, timezone
from decimal import Decimal
import pytest
from hypothesis import given, settings
from hypothesis import strategies as st
from kombu.utils.encoding imp... | 156 | 4,726 |
saleor | saleor/graphql/product/tests/mutations/test_product_variant_delete.py | .py | from unittest.mock import patch
import graphene
import pytest
from prices import Money, TaxedMoney
from .....discount.utils.promotion import get_active_catalogue_promotion_rules
from .....order import OrderEvents, OrderStatus
from .....order.models import OrderEvent, OrderLine
from .....product.models import ProductV... | 537 | 17,882 |
wandb | wandb/sdk/lib/__init__.py | .py | from . import lazyloader
from .disabled import RunDisabled, SummaryDisabled
from .run_moment import RunMoment
__all__ = ("lazyloader", "RunDisabled", "SummaryDisabled", "RunMoment")
| 6 | 183 |
beam | playground/infrastructure/constants.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 ... | 22 | 1,065 |
pyomo | pyomo/contrib/pynumero/linalg/tests/test_ma27.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... | 166 | 6,849 |
onnxruntime | tools/python/onnx_test_data_utils.py | .py | import argparse
import glob
import os
import sys
import numpy as np
import onnx
from onnx import numpy_helper
def read_tensorproto_pb_file(filename):
"""Return tuple of tensor name and numpy.ndarray of the data from a pb file containing a TensorProto."""
tensor = onnx.load_tensor(filename)
np_array = nu... | 247 | 9,255 |
pyomo | pyomo/contrib/pynumero/interfaces/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... | 597 | 16,621 |
eve | tests/renders.py | .py | # -*- coding: utf-8 -*-
import simplejson as json
from bson import ObjectId
from eve.utils import api_prefix
from . import TestBase
from .test_settings import MONGO_DBNAME
class TestRenders(TestBase):
def test_default_render(self):
r = self.test_client.get("/")
self.assertEqual(r.content_type, ... | 378 | 16,373 |
omegaconf | build_helpers/build_helpers.py | .py | import distutils.log
import errno
import os
import re
import shutil
import subprocess
import sys
from functools import partial
from pathlib import Path
from typing import Any, ClassVar, List, Optional
from setuptools import Command
from setuptools.command import build_py, develop, sdist
class ANTLRCommand(Command): ... | 226 | 6,997 |
probability | tensorflow_probability/python/experimental/mcmc/nuts_autobatching_xla_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... | 131 | 4,754 |
wagtail | wagtail/admin/jinja2tags.py | .py | import jinja2
from jinja2.ext import Extension
from .templatetags.wagtailuserbar import wagtailuserbar
class WagtailUserbarExtension(Extension):
def __init__(self, environment):
super().__init__(environment)
self.environment.globals.update(
{
"wagtailuserbar": jinja2.... | 20 | 431 |
conda | conda/_private/__init__.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
"""
`conda._private`. Keep `__init__.py` empty to avoid side-effects.
If you are an API user, stop! This module has no stability guarantees. Symbols
under `_conda` can be renamed or removed at any time. Instead, look for
re-exported API under `... | 10 | 334 |
sqlmap | tests/test_report.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
JSON scan report collector/assembler (lib/utils/api.py), shared by the REST API
endpoint /scan/<id>/data and the CLI --report-json writer.
The whole point of the feature is that both... | 227 | 11,765 |
mlflow | mlflow/genai/judges/optimizers/simba.py | .py | """SIMBA alignment optimizer implementation."""
import logging
from typing import TYPE_CHECKING, Any, Callable, ClassVar, Collection
from mlflow.genai.judges.optimizers.dspy import DSPyAlignmentOptimizer
from mlflow.genai.judges.optimizers.dspy_utils import (
_check_dspy_installed,
suppress_verbose_logging,
)... | 120 | 4,178 |
sphinx | tests/roots/test-api-set-translator/conf.py | .py | # set this by test
# import sys
# from pathlib import Path
# sys.path.insert(0, str(Path.cwd().resolve()))
from docutils.writers.docutils_xml import XMLTranslator
from sphinx.writers.html import HTML5Translator
from sphinx.writers.latex import LaTeXTranslator
from sphinx.writers.manpage import ManualPageTranslator
fr... | 73 | 1,679 |
kombu | t/unit/transport/test_librabbitmq.py | .py | from __future__ import annotations
from unittest.mock import Mock, patch
import pytest
pytest.importorskip('librabbitmq')
from kombu.transport import librabbitmq # noqa
class test_Message:
def test_init(self):
chan = Mock(name='channel')
message = librabbitmq.Message(
chan, {'pro... | 190 | 6,754 |
wagtail | wagtail/api/v3/tests/test_auth.py | .py | from django.conf import settings
from django.test import TestCase, override_settings
from django.test.client import RequestFactory
from django.urls import reverse
from ninja.constants import NOT_SET
from wagtail.api.v3.auth import AllowAnonymous, BearerTokenAuth
from wagtail.api.v3.tests.base import TestV3Base
from wa... | 144 | 5,946 |
coremltools | coremltools/test/sklearn_tests/test_random_forest_regression_numeric.py | .py | # Copyright (c) 2017, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import itertools
import unittest
import pandas as pd
import pytest
from ..utils import load_boston
fro... | 108 | 3,695 |
beam | sdks/python/apache_beam/examples/dataframe/taxiride.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... | 127 | 4,366 |
mlflow | mlflow/store/artifact/databricks_sdk_artifact_repo.py | .py | import logging
import posixpath
from concurrent.futures import Future
from pathlib import Path
from typing import TYPE_CHECKING
from packaging.version import Version
from mlflow.entities import FileInfo
from mlflow.environment_variables import MLFLOW_MULTIPART_UPLOAD_CHUNK_SIZE
from mlflow.exceptions import MlflowExc... | 142 | 5,605 |
jupytext | tests/data/notebooks/outputs/ipynb_to_script_vim_folding_markers/nteract_with_parameter.py | .py | # ---
# jupyter:
# jupytext:
# cell_markers: '{{{,}}}'
# kernel_info:
# name: python3
# kernelspec:
# display_name: Python 3
# language: python
# name: python3
# ---
# {{{ inputHidden=false outputHidden=false tags=["parameters"]
param = 4
# }}}
# {{{ inputHidden=false outputHidden=false
impo... | 31 | 598 |
marshmallow | examples/flask_example.py | .py | # /// script
# requires-python = ">=3.10"
# dependencies = [
# "flask",
# "flask-sqlalchemy>=3.1.1",
# "marshmallow",
# "sqlalchemy>2.0",
# ]
# ///
from __future__ import annotations
import datetime
from flask import Flask, request
from flask_sqlalchemy import SQLAlchemy
from sqlalchemy.exc import NoR... | 163 | 4,551 |
pyro | tests/infer/mcmc/test_valid_models.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import io
import logging
import pytest
import torch
import pyro
import pyro.distributions as dist
import pyro.poutine as poutine
from pyro.infer import config_enumerate
from pyro.infer.mcmc import HMC, NUTS
from pyro.infer.mcmc.a... | 495 | 17,116 |
toolz | toolz/dicttoolz.py | .py | import operator
import collections
from functools import reduce
from collections.abc import Mapping
__all__ = ('merge', 'merge_with', 'valmap', 'keymap', 'itemmap',
'valfilter', 'keyfilter', 'itemfilter',
'assoc', 'dissoc', 'assoc_in', 'update_in', 'get_in')
def _get_factory(f, kwargs):
fac... | 340 | 8,955 |
pyro | profiler/gaussianhmm.py | .py | # Copyright Contributors to the Pyro project.
# SPDX-License-Identifier: Apache-2.0
import argparse
import torch
from tqdm.auto import tqdm
import pyro.distributions as dist
def random_mvn(batch_shape, dim, requires_grad=False):
rank = dim + dim
loc = torch.randn(batch_shape + (dim,), requires_grad=require... | 84 | 2,678 |
black | tests/data/cases/standardize_type_comments.py | .py | def foo(
a, #type:int
b, #type: str
c, # type: List[int]
d, # type: Dict[int, str]
e, # type: ignore
f, # type : ignore
g, # type : ignore
):
pass
# output
def foo(
a, # type: int
b, # type: str
c, # type: List[int]
d, # type: Dict[int, str]
e, ... | 23 | 396 |
wagtail | wagtail/admin/ui/tables/__init__.py | .py | """Helper classes for formatting data as tables"""
from collections import OrderedDict
from collections.abc import Mapping
from django.contrib.admin.utils import quote
from django.contrib.humanize.templatetags.humanize import intcomma
from django.forms import MediaDefiningClass
from django.template.loader import get_... | 716 | 25,935 |
mlflow | mlflow/store/_unity_catalog/registry/utils.py | .py | """
Utility functions for converting between Unity Catalog proto and MLflow entities.
"""
import json
from mlflow.entities.model_registry.prompt import Prompt
from mlflow.entities.model_registry.prompt_version import PromptVersion
from mlflow.prompt.constants import PROMPT_MODEL_CONFIG_TAG_KEY, RESPONSE_FORMAT_TAG_KE... | 159 | 5,557 |
mlflow | mlflow/genai/judges/tools/get_span_image.py | .py | """
Get span image tool for MLflow GenAI judges.
This module provides a tool that resolves an ``mlflow-attachment://`` image
reference inside a span, downloads the real bytes, and returns them as a
base64 data URL so a multimodal judge model can actually view the image.
When autolog extracts an image from a span it r... | 198 | 8,690 |
onnx | onnx/backend/test/case/node/constant.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 Constant(Base):
@staticmethod
def export() -> None:
va... | 30 | 801 |
mlflow | mlflow/langchain/__init__.py | .py | from mlflow.langchain.autolog import autolog
from mlflow.langchain.constants import FLAVOR_NAME
from mlflow.version import IS_TRACING_SDK_ONLY
__all__ = ["autolog", "FLAVOR_NAME"]
# Import model logging APIs only if mlflow skinny or full package is installed,
# i.e., skip if only mlflow-tracing package is installed.
... | 25 | 655 |
readthedocs.org | readthedocs/oauth/tests/test_querysets.py | .py | from django.contrib.auth.models import User
from django.test import TestCase
from django_dynamic_fixture import get
from readthedocs.oauth.models import RemoteRepository, RemoteRepositoryRelation
from readthedocs.projects.models import Project
class TestRemoteRepositoryQuerysets(TestCase):
def setUp(self):
... | 87 | 2,779 |
pyro | pyro/contrib/autoname/scoping.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
"""
``pyro.contrib.autoname.scoping`` contains the implementation of
:func:`pyro.contrib.autoname.scope`, a tool for automatically appending
a semantically meaningful prefix to names of sample sites.
"""
import functools
from pyr... | 193 | 6,483 |
gunicorn | gunicorn/pidfile.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
import errno
import os
import tempfile
class Pidfile:
"""\
Manage a PID file. If a specific name is provided
it and '"%s.oldpid" % name' will be used. Otherwise
we create a temp file using os.mkst... | 88 | 2,381 |
openvino | tests/layer_tests/pytorch_tests/test_flatten.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from pytorch_layer_test_class import PytorchLayerTest
class TestFlatten(PytorchLayerTest):
def _prepare_input(self):
return (self.random.randn(2, 3, 4, 5),)
def create_model(self, dim0, dim1):
im... | 42 | 1,361 |
saleor | saleor/graphql/discount/tests/queries/test_voucher.py | .py | import graphene
from ....tests.utils import (
assert_no_permission,
get_graphql_content,
get_graphql_content_from_response,
)
QUERY_VOUCHER_BY_ID = """
query Voucher($id: ID!) {
voucher(id: $id) {
id
codes(first: 10){
edges {
node {
... | 109 | 3,014 |
saleor | saleor/plugins/admin_email/tests/test_notify_events.py | .py | from unittest import mock
from ....account.notifications import get_default_user_payload
from ....core.notify import NotifyHandler
from ....order.notifications import get_default_order_payload
from ..notify_events import (
send_csv_export_failed,
send_csv_export_success,
send_set_staff_password_email,
... | 221 | 7,223 |
saleor | saleor/graphql/product/filters/shared.py | .py | import graphene
from ...core.doc_category import DOC_CATEGORY_PRODUCTS
from ...core.types import BaseInputObjectType, IntRangeInput, NonNullList
from ...utils.filters import filter_range_field
def filter_updated_at_range(qs, _, value):
return filter_range_field(qs, "updated_at", value)
class ProductStockFilter... | 18 | 532 |
mlflow | mlflow/assistant/types.py | .py | import json
from enum import Enum
from typing import Any, Literal
from pydantic import BaseModel, Field
# Message interface between assistant providers and the assistant client
# Inspired by https://github.com/anthropics/claude-agent-sdk-python/blob/29c12cd80b256e88f321b2b8f1f5a88445077aa5/src/claude_agent_sdk/types.... | 138 | 4,369 |
python-prompt-toolkit | src/prompt_toolkit/eventloop/utils.py | .py | from __future__ import annotations
import asyncio
import contextvars
import sys
import time
from asyncio import get_running_loop
from collections.abc import Awaitable, Callable
from types import TracebackType
from typing import Any, TypeVar, cast
__all__ = [
"run_in_executor_with_context",
"call_soon_threadsa... | 103 | 3,227 |
pdm | src/pdm/exceptions.py | .py | from __future__ import annotations
import warnings
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from pdm.models.candidates import Candidate
class PdmException(Exception):
pass
class ResolutionError(PdmException):
pass
class PdmArgumentError(PdmException):
pass
class PdmUsageError(PdmExce... | 87 | 1,418 |
probability | tensorflow_probability/python/bijectors/sinh_arcsinh_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... | 205 | 9,019 |
openvino | tests/e2e_tests/common/model_loader/tf_hub_model_loader.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import logging as log
import sys
import tensorflow_hub as hub
from e2e_tests.common.model_loader.provider import ClassProvider
class TFHubModelLoader(ClassProvider):
"""TFHub models loader runner."""
__action_name__ = "load_tf... | 35 | 1,302 |
pyomo | examples/pyomobook/abstract-ch/param7b.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... | 24 | 839 |
cvxpy | cvxpy/atoms/quantum_rel_entr.py | .py | """
Copyright 2023, the CVXPY authors
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, soft... | 134 | 4,133 |
gunicorn | tests/test_dirty_tlv.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""Tests for dirty TLV binary encoder/decoder."""
import math
import struct
import pytest
from gunicorn.dirty.tlv import (
TLVEncoder,
TYPE_NONE,
TYPE_BOOL,
TYPE_INT64,
TYPE_FLOAT64,
TYPE_... | 555 | 18,807 |
openvino | tests/layer_tests/tensorflow_tests/test_tf_ComplexAbs.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
rng = np.random.default_rng(346546756)
class TestComplexAbs(CommonTFLayerTest):
def _prepare_input(self, inputs_info... | 42 | 1,731 |
metrics | src/torchmetrics/regression/pearson.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... | 265 | 9,769 |
openvino | src/frontends/tensorflow/tests/test_models/models_pbtxt/model_switch_merge_several_cond_flows.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# Documents how model_switch_merge_several_cond_flows.pbtxt was produced.
# Two Switch nodes: `Switch` feeds real data (AddV2/Sub -> Merge); `Switch_1` is consumed only
# through control dependencies, so the frontend prunes and frees it ... | 36 | 1,489 |
beam | sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_expr.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");... | 57 | 1,626 |
saleor | saleor/tests/e2e/orders/utils/order_bulk_create.py | .py | from saleor.graphql.tests.utils import get_graphql_content
from .fragments import ORDER_LINE_FRAGMENT
ORDER_BULK_CREATE_MUTATION = (
"""
mutation OrderBulkCreate(
$orders: [OrderBulkCreateInput!]!,
$errorPolicy: ErrorPolicyEnum,
$stockUpdatePolicy: StockUpdatePolicyEnum
) {
orderBulkCreate(
... | 204 | 5,148 |
wagtail | wagtail/test/i18n/apps.py | .py | from django.apps import AppConfig
class I18nAppConfig(AppConfig):
default_auto_field = "django.db.models.AutoField"
name = "wagtail.test.i18n"
| 7 | 153 |
onnx | onnx/reference/ops/op_mean.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 Mean(OpRun):
def _run(self, *args):
res = args[0].copy()
for m in args[1:]:
res += m
return ((res / len(args)).asty... | 15 | 340 |
wandb | wandb/sdk/artifacts/_generated/update_user_registry_role.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/artifacts/
from __future__ import annotations
from wandb._pydantic import GQLResult
class UpdateUserRegistryRole(GQLResult):
result: UpdateUserRegistryRoleResult | None
class UpdateUserRegistryRoleResult(GQLResult):
success: bool
UpdateUserR... | 18 | 348 |
pyomo | doc/OnlineDocs/src/scripting/noiteration1.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... | 40 | 1,146 |
coremltools | coremltools/models/neural_network/quantization_utils.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
"""
Utilities to compress Neural Network Models.
Only available in coremltools 2.0b1 and onwards
"""
fro... | 1,701 | 59,271 |
kafka | tests/kafkatest/tests/streams/streams_optimized_test.py | .py | # Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use ... | 149 | 7,208 |
qutip | qutip/tests/core/data/test_convert.py | .py | import numpy as np
import pytest
from scipy import sparse
from qutip import data, CoreOptions
from .test_mathematics import UnaryOpMixin
def test_init_empty_data():
shape = (3, 3)
base_data = data.Data(shape)
assert base_data.shape[0] == shape[0]
assert base_data.shape[1] == shape[1]
@pytest.mark.pa... | 118 | 4,874 |
coremltools | coremltools/test/sklearn_tests/test_io_types.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 unittest
import numpy as np
import PIL.Image
from ..utils import load_boston
import coremltools... | 344 | 14,420 |
onnx | onnx/reference/ops/op_neg.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 OpRunUnaryNum
class Neg(OpRunUnaryNum):
def _run(self, x):
return (np.negative(x),)
| 14 | 270 |
saleor | saleor/graphql/payment/tests/queries/test_payment_sources.py | .py | from unittest.mock import ANY
import graphene
import pytest
from .....payment.interface import CustomerSource, PaymentMethodInfo, TokenConfig
from .....payment.utils import fetch_customer_id, store_customer_id
from ....tests.utils import assert_no_permission, get_graphql_content
DUMMY_GATEWAY = "mirumee.payments.dum... | 155 | 4,290 |
astropy | astropy/stats/tests/test_circstats.py | .py | import numpy as np
import pytest
from numpy.testing import assert_allclose, assert_equal
from astropy import units as u
from astropy.stats.circstats import (
_length,
circcorrcoef,
circmean,
circmoment,
circvar,
rayleightest,
vonmisesmle,
vtest,
)
from astropy.utils.compat.optional_deps... | 208 | 6,194 |
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