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/contrib/appsi/solvers/maingo.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... | 554 | 20,083 |
biopython | Tests/pairwise2_testCases.py | .py | #!/usr/bin/env python
# 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 pairwise2 module.
Put new test case here, the classes here will be imported and run
as TestCases in ``test_pairwis... | 918 | 27,399 |
hatch | backend/src/hatchling/cli/metadata/__init__.py | .py | from __future__ import annotations
import argparse
from typing import Any
def metadata_impl(
*,
called_by_app: bool, # noqa: ARG001
field: str,
compact: bool,
) -> None:
import json
import os
from hatchling.bridge.app import Application
from hatchling.metadata.core import ProjectMet... | 59 | 1,695 |
django-cms | cms/test_utils/project/pluginapp/plugins/style/cms_plugins.py | .py | from cms.plugin_base import CMSPluginBase
from cms.plugin_pool import plugin_pool
from .models import Style
class StylePlugin(CMSPluginBase):
model = Style
name = 'Style'
render_template = 'pluginapp/style/style.html'
allow_children = True
fieldsets = (
(None, {
'fields': (
... | 30 | 622 |
metrics | src/torchmetrics/functional/nominal/tschuprows.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... | 194 | 7,639 |
wagtail | wagtail/models/draft_state.py | .py | from django.core import checks
from django.db import models
from django.utils.functional import cached_property
from django.utils.translation import gettext_lazy as _
from wagtail.actions.publish_revision import PublishRevisionAction
from wagtail.actions.unpublish import UnpublishAction
from wagtail.locks import Sched... | 198 | 6,657 |
coremltools | deps/pybind11/tests/test_methods_and_attributes.py | .py | from __future__ import annotations
import sys
import pytest
import env # noqa: F401
from pybind11_tests import ConstructorStats
from pybind11_tests import methods_and_attributes as m
NO_GETTER_MSG = (
"unreadable attribute" if sys.version_info < (3, 11) else "object has no getter"
)
NO_SETTER_MSG = (
"can'... | 540 | 18,462 |
wagtail | wagtail/contrib/frontend_cache/backends/dummy.py | .py | from .base import BaseBackend
class DummyBackend(BaseBackend):
def __init__(self):
super().__init__()
self.urls = []
def purge(self, url) -> None:
self.urls.append(url)
| 12 | 205 |
biopython | Bio/Phylo/PhyloXML.py | .py | # Copyright (C) 2009 by Eric Talevich (eric.talevich@gmail.com)
#
# 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.
"""Classes corres... | 1,481 | 46,829 |
records | examples/randomuser-sqlite.py | .py | #!/usr/bin/env python3
# coding: utf-8
import json
import requests
import records
# Fetch random user data from randomuser.me API
response = requests.get('http://api.randomuser.me/0.6/?nat=us&results=10')
user_data = response.json()['results']
# Database connection string
DATABASE_URL = 'sqlite:///users.db'
# Initi... | 37 | 1,062 |
sphinx | sphinx/search/_stopwords/fr.py | .py | # automatically generated by utils/generate-snowball.py
# from https://github.com/snowballstem/snowball-website/raw/efb4ae4d65769fb1652acbe608c0c817e746c730/algorithms/french/stop.txt
from __future__ import annotations
FRENCH_STOPWORDS = frozenset({
'ai',
'aie',
'aient',
'aies',
'ait',
'as',
... | 172 | 2,240 |
onnxruntime | onnxruntime/test/python/quantization/test_get_qdq_config.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.
# ---------------------------------------------------------------... | 490 | 21,566 |
saleor | saleor/payment/tests/test_tasks.py | .py | import datetime
from decimal import Decimal
from unittest import mock
from freezegun import freeze_time
from ...checkout import CheckoutAuthorizeStatus, CheckoutChargeStatus
from ...checkout.actions import transaction_amounts_for_checkout_updated
from .. import TransactionAction, TransactionEventType
from ..tasks imp... | 494 | 16,931 |
pyomo | pyomo/common/timing.py | .py | # ____________________________________________________________________________________
#
# Pyomo: Python Optimization Modeling Objects
# Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC
# Under the terms of Contract DE-NA0003525 with National Technology and Engineering
# Solutions of... | 1,080 | 37,962 |
probability | tensorflow_probability/python/experimental/util/__init__.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... | 38 | 1,735 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/trt_utilities.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import tensorrt as trt
TRT_LOGGER = trt.Logger(trt.Logger.ERROR)
def ... | 13 | 420 |
openvino | samples/python/hello_classification/hello_classification.py | .py | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import logging as log
import sys
import cv2
import numpy as np
import openvino as ov
def main():
log.basicConfig(format='[ %(levelname)s ] %(message)s', level=log.INFO, stream=sys.std... | 114 | 4,208 |
beam | sdks/python/apache_beam/testing/pipeline_verifiers.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... | 160 | 5,411 |
onnxruntime | onnxruntime/test/testdata/transform/computation_reduction/gathernd/gathernd_gelu.py | .py | import onnx
from onnx import OperatorSetIdProto, TensorProto, helper
X = helper.make_tensor_value_info("input", TensorProto.FLOAT, ["batch", "seqlen", 128])
unsqueezed_masked_lm_positions = helper.make_tensor_value_info(
"unsqueezed_masked_lm_positions",
TensorProto.INT64,
["batch", "dynamic_prediction_cou... | 48 | 1,495 |
clearml | clearml/backend_config/__init__.py | .py | from .defs import Environment
from .config import Config, ConfigEntry
from .errors import ConfigurationError
from .environment import EnvEntry
__all__ = ["Environment", "Config", "ConfigEntry", "ConfigurationError", "EnvEntry"]
| 7 | 229 |
bazel | third_party/py/abseil/absl/flags/_validators.py | .py | # Copyright 2017 The Abseil Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in ... | 353 | 14,144 |
black | tests/data/cases/expression.py | .py | ...
'some_string'
b'\\xa3'
Name
None
True
False
1
1.0
1j
True or False
True or False or None
True and False
True and False and None
(Name1 and Name2) or Name3
Name1 and Name2 or Name3
Name1 or (Name2 and Name3)
Name1 or Name2 and Name3
(Name1 and Name2) or (Name3 and Name4)
Name1 and Name2 or Name3 and Name4
Name1 or (... | 631 | 18,624 |
mlflow | mlflow/entities/model_registry/prompt.py | .py | """
Prompt entity for MLflow Model Registry.
This represents a prompt in the registry with its metadata, without version-specific
content like template text. For version-specific content, use PromptVersion.
"""
class Prompt:
"""
Entity representing a prompt in the MLflow Model Registry.
This contains pr... | 72 | 2,151 |
saleor | saleor/tests/e2e/checkout/discounts/vouchers/test_checkout_with_free_shipping_voucher_with_min_spent_amount.py | .py | import pytest
from ....product.utils.preparing_product import prepare_product
from ....shop.utils import prepare_default_shop
from ....utils import assign_permissions
from ....vouchers.utils import create_voucher, create_voucher_channel_listing
from ...utils import (
checkout_add_promo_code,
checkout_complete,... | 180 | 5,583 |
qutip | qutip/tests/test_qpt.py | .py | import numpy as np
import scipy.linalg as la
from qutip import spre, spost, qeye, sigmax, sigmay, sigmaz, qpt
from qutip.core.gates import snot, cnot
def test_qpt_snot():
"quantum process tomography for snot gate"
U_psi = snot()
U_rho = spre(U_psi) * spost(U_psi.dag())
N = 1
op_basis = [[qeye(2)... | 47 | 1,350 |
coveragepy | tests/modules/usepkgs.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
import pkg1.p1a, pkg1.p1b, pkg1.sub
import pkg2.p2a, pkg2.p2b
import othermods.othera, othermods.otherb
import othermods.sub.osa, othermods.sub.osb
import ambiguo... | 9 | 349 |
saleor | saleor/giftcard/tests/fixtures/giftcard.py | .py | import datetime
import secrets
import pytest
from ....core.prices import Money
from ....graphql.giftcard.tests.benchmark import GIFT_CARD_COUNT_IN_BENCHMARKS
from ... import GiftCardEvents
from ...models import GiftCard, GiftCardEvent, GiftCardTag
@pytest.fixture
def gift_card(customer_user):
gift_card = GiftCa... | 148 | 4,186 |
qutip | qutip/tests/solver/test_brmesolve.py | .py | import pytest
import numpy as np
import qutip
from qutip.solver.brmesolve import brmesolve
from qutip.core.environment import (
DrudeLorentzEnvironment, LorentzianEnvironment
)
def pauli_spin_operators():
return [qutip.sigmax(), qutip.sigmay(), qutip.sigmaz()]
_simple_qubit_gamma = 0.25
coeff = qutip.coeffi... | 394 | 13,266 |
kombu | t/unit/asynchronous/aws/sqs/test_connection.py | .py | from __future__ import annotations
import json
from unittest import mock
from unittest.mock import MagicMock, Mock
import pytest
from kombu.asynchronous.aws.ext import AWSRequest, boto3
from kombu.asynchronous.aws.sqs.connection import (AsyncSQSConnection,
_query_ob... | 752 | 27,156 |
wandb | tests/unit_tests/test_trace_tree.py | .py | import time
import pytest
from wandb.sdk.data_types.trace_tree import Span, SpanKind, StatusCode, Trace
def test_trace_creation():
t = Trace(name="test_trace", kind="LLM", status_code="SUCCESS")
assert isinstance(t._span, Span)
assert t._span.name == "test_trace"
assert t._span.span_kind == SpanKind.... | 306 | 8,676 |
openvino | tests/layer_tests/pytorch_tests/test_mm.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from pytorch_layer_test_class import PytorchLayerTest
class TestMatMul(PytorchLayerTest):
def _prepare_input(self, matrix1_shape=(2, 2), matrix2_shape=(2, 2)):
return (self.random.randn(*matrix1_shape), self.... | 88 | 3,753 |
django-cms | cms/models/query.py | .py | import warnings
from collections import Counter
from django.db import models
from django.db.models import Case, F, When
from cms.exceptions import NoHomeFound
from cms.utils.compat.warnings import RemovedInDjangoCMS60Warning
from cms.utils.mptree import get_queryset_base, get_tree_backend
# Resolved once at import t... | 134 | 5,082 |
pyomo | pyomo/core/expr/relational_expr.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... | 910 | 28,912 |
saleor | saleor/graphql/account/tests/fixtures/utils.py | .py | import random
import uuid
from .....account import CustomerEvents
from .....account.models import CustomerEvent, Group
from .....giftcard.models import GiftCard
GIFT_CARDS_PER_USER = 5
EVENTS_PER_USER = 5
GROUPS_PER_USER = 5
def prepare_events_for_user(user):
events = [
CustomerEvent(type=random.choice(... | 39 | 982 |
sphinx | sphinx/environment/adapters/asset.py | .py | """Assets adapter for sphinx.environment."""
from __future__ import annotations
from typing import TYPE_CHECKING
from sphinx.util._pathlib import _StrPath
if TYPE_CHECKING:
from sphinx.environment import BuildEnvironment
class ImageAdapter:
def __init__(self, env: BuildEnvironment) -> None:
self.e... | 23 | 573 |
saleor | saleor/graphql/__init__.py | .py | from typing import Any, NotRequired, TypedDict
class GraphQLOperationResult(TypedDict):
data: NotRequired[dict[str, Any] | None]
errors: NotRequired[list[dict[str, Any]] | None]
extensions: NotRequired[dict[str, dict] | None]
| 8 | 240 |
coremltools | coremltools/converters/mil/mil/ops/tests/iOS18/test_states.py | .py | # Copyright (c) 2024, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
import itertools
import platform
import numpy as np
import pytest
from coremltools.converters.mil.mil... | 342 | 10,028 |
textual | src/textual/actions.py | .py | from __future__ import annotations
import ast
import re
from functools import lru_cache
from typing import Any
from typing_extensions import TypeAlias
ActionParseResult: TypeAlias = "tuple[str, str, tuple[object, ...]]"
"""An action is its name and the arbitrary tuple of its arguments."""
class SkipAction(Exceptio... | 60 | 1,669 |
jupytext | tests/external/pre_commit/test_pre_commit_scripts.py | .py | import os
import stat
import unittest.mock as mock
import pytest
from nbformat.v4.nbbase import new_code_cell, new_markdown_cell, new_notebook
from jupytext import read, write
from jupytext.cli import jupytext, system
from jupytext.compare import compare_cells, compare_notebooks
def git_in_tmpdir(tmpdir):
"""Re... | 390 | 12,544 |
pyro | tests/__init__.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import logging
import os
# create log handler for tests
level = logging.INFO if "CI" in os.environ else logging.DEBUG
logging.basicConfig(format="%(levelname).1s \t %(message)s", level=level)
| 10 | 282 |
conda | tests/gateways/test_repodata_gateway.py | .py | # Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
"""
Strongly related to subdir_data / test_subdir_data.
"""
from __future__ import annotations
import datetime
import json
import math
import sys
import time
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from conda.... | 529 | 16,138 |
pyomo | doc/OnlineDocs/src/data/param6.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 | 1,147 |
onnx | onnx/backend/test/case/node/instancenorm.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 InstanceNormalization(Base):
@staticmethod
def export() -> Non... | 59 | 2,010 |
wandb | tests/unit_tests/test_api_utils.py | .py | import pytest
from wandb.apis.public.utils import (
fetch_org_from_settings_or_entity,
parse_org_from_registry_path,
)
from wandb.sdk.internal.internal_api import _OrgNames
@pytest.mark.parametrize(
"path, path_type, expected",
[
# Valid cases
("my-org/wandb-registry-model", "project",... | 98 | 3,944 |
sqlmap | lib/parse/sitemap.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
import re
from lib.core.common import readInput
from lib.core.convert import htmlUnescape
from lib.core.data import kb
from lib.core.data import logger
from lib.core.datatype imp... | 86 | 3,378 |
qutip | qutip/core/options.py | .py | # Required for Sphinx to follow autodoc_type_aliases
from __future__ import annotations
from ..settings import settings
from .numpy_backend import np as qt_np
import numpy
from typing import overload, Literal, Any
import types
__all__ = ["CoreOptions"]
class QutipOptions:
"""
Class for basic functionality f... | 269 | 8,893 |
python-prompt-toolkit | examples/prompts/auto-completion/nested-autocompletion.py | .py | #!/usr/bin/env python
"""
Example of nested autocompletion.
"""
from prompt_toolkit import prompt
from prompt_toolkit.completion import NestedCompleter
completer = NestedCompleter.from_nested_dict(
{
"show": {"version": None, "clock": None, "ip": {"interface": {"brief": None}}},
"exit": None,
... | 24 | 468 |
coremltools | coremltools/test/xgboost_tests/test_boosted_trees_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... | 310 | 11,011 |
pyomo | scripts/performance/main.py | .py | #!/usr/bin/env python
# ____________________________________________________________________________________
#
# 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 Engi... | 258 | 8,292 |
mlflow | mlflow/utils/request_utils.py | .py | # DO NO IMPORT MLFLOW IN THIS FILE.
# This file is imported by download_cloud_file_chunk.py.
# Importing mlflow is time-consuming and we want to avoid that in artifact download subprocesses.
import os
import random
import socket
from functools import lru_cache
import requests
import urllib3
from packaging.version impo... | 325 | 12,039 |
mlflow | mlflow/protos/webhooks_pb2.py | .py |
import google.protobuf
from packaging.version import Version
if Version(google.protobuf.__version__).major >= 5:
# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: webhooks.proto
# Protobuf Python Version: 5.26.0
"""Generated protocol buffer code."""
from google.pr... | 389 | 30,378 |
pyro | pyro/nn/auto_reg_nn.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import warnings
from typing import List, Optional, Sequence, Tuple, Union
import torch
import torch.nn as nn
from torch.nn import functional as F
def sample_mask_indices(
input_dim: int, hidden_dim: int, simple: bool = True
... | 359 | 14,455 |
mlflow | dev/clint/tests/rules/test_extraneous_docstring_param.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.extraneous_docstring_param import ExtraneousDocstringParam
def test_extraneous_docstring_param(index: SymbolIndex) -> None:
code = '''
def bad_function... | 35 | 1,036 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_gelu.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from onnx ... | 259 | 10,193 |
mlflow | tests/pytorch/test_pytorch_autolog.py | .py | from unittest import mock
import numpy as np
import pytest
import pytorch_lightning as pl
import torch
from packaging.version import Version
from pytorch_lightning.callbacks import ModelCheckpoint
from pytorch_lightning.callbacks.early_stopping import EarlyStopping
import mlflow
import mlflow.pytorch
from mlflow impo... | 832 | 28,002 |
openvino | tests/layer_tests/jax_tests/test_binary_comparison.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
rng = np.random.default_rng(56342)
class TestBinaryComparison(JaxLayerTest):
def _prepare_input(self):... | 60 | 2,409 |
confluent-kafka-python | src/confluent_kafka/schema_registry/rules/encryption/hcvault/hcvault_client.py | .py | # Copyright 2024 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 writi... | 101 | 3,781 |
pdm | src/pdm/misc/sysconfig_patcher.py | .py | # Copyright 2024 Ulrik Sverdrup "bluss"
#
# 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, copy, modify, merge, publish, ... | 285 | 9,594 |
black | src/black/ranges.py | .py | """Functions related to Black's formatting by line ranges feature."""
import difflib
from collections.abc import Collection, Iterator, Sequence
from dataclasses import dataclass
from black.nodes import (
LN,
STANDALONE_COMMENT,
Leaf,
Node,
Visitor,
first_leaf,
furthest_ancestor_with_last_l... | 638 | 25,579 |
black | tests/data/cases/multiline_strings.py | .py | """cow
say""",
call(3, "dogsay", textwrap.dedent("""dove
coo""" % "cowabunga"))
call(3, "dogsay", textwrap.dedent("""dove
coo""" % "cowabunga"))
call(3, textwrap.dedent("""cow
moo""" % "cowabunga"), "dogsay")
call(3, "dogsay", textwrap.dedent("""crow
caw""" % "cowabunga"),)
call(3, textwrap.dedent("""cat
... | 540 | 9,985 |
probability | spinoffs/inference_gym/inference_gym/targets/bayesian_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... | 103 | 3,650 |
pyomo | pyomo/core/plugins/transform/discrete_vars.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... | 280 | 10,548 |
deap | doc/code/tutorials/part_2/2_1_fitness.py | .py | ## 2.1 Fitness
from deap import base
from deap import creator
## FitnessMin
creator.create("FitnessMin", base.Fitness, weights=(-1.0,))
## FitnessMulti
creator.create("FitnessMulti", base.Fitness, weights=(-1.0, 1.0))
| 10 | 220 |
hatch | tests/helpers/templates/wheel/standard_default_build_script.py | .py | from hatch.template import File
from hatch.utils.fs import Path
from hatchling.__about__ import __version__
from hatchling.metadata.spec import DEFAULT_METADATA_VERSION
from ..new.feature_no_src_layout import get_files as get_template_files
from .utils import update_record_file_contents
def get_files(**kwargs):
... | 50 | 1,294 |
omegaconf | tests/test_tuple_integration.py | .py | from dataclasses import dataclass
from typing import Any, Dict, Tuple
from pytest import raises
from omegaconf import MISSING, DictConfig, Node, OmegaConf, TupleConfig, read_write
from omegaconf.errors import ConfigTypeError, InterpolationToMissingValueError
@dataclass
class TupleObject:
values: Tuple[int, str]... | 187 | 5,905 |
ipython | IPython/terminal/tests/test_ptutils.py | .py | """Tests for IPython.terminal.ptutils elision helpers."""
import os
import pytest
from IPython.terminal.ptutils import _elide_point, _elide_typed
ELLIPSIS = "\N{HORIZONTAL ELLIPSIS}"
# ---------------------------------------------------------------------------
# _elide_point
# ---------------------------------------... | 87 | 3,139 |
openvino | src/bindings/python/tests/test_graph/test_random_uniform.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ops
from openvino import Type
def test_random_uniform():
input_tensor = ops.constant(np.array([2, 4, 3], dtype=np.int32))
min_val = ops.constant(np.array([-2.... | 22 | 884 |
openvino | tests/layer_tests/pytorch_tests/test_multinomial.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 TestMultinomial(PytorchLayerTest):
def _prepare_input(self, input, num_samples, out):
model_inputs = [input, np.arra... | 101 | 3,438 |
hatch | src/hatch/cli/self/report.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
import click
if TYPE_CHECKING:
from hatch.cli.application import Application
def get_install_source(platform_name: str) -> str:
import os
import sys
import sysconfig
from platformdirs import user_data_dir
from hatch.... | 130 | 3,890 |
python-prompt-toolkit | src/prompt_toolkit/input/ansi_escape_sequences.py | .py | """
Mappings from VT100 (ANSI) escape sequences to the corresponding prompt_toolkit
keys.
We are not using the terminfo/termcap databases to detect the ANSI escape
sequences for the input. Instead, we recognize 99% of the most common
sequences. This works well, because in practice, every modern terminal is
mostly Xter... | 345 | 13,663 |
openvino | tests/layer_tests/tensorflow_tests/test_tf_Div.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 TestDiv(CommonTFLayerTest):
def _prepare_input(self, inputs_info):
assert 'x:0' in inputs_info
... | 49 | 1,926 |
returns | returns/interfaces/container.py | .py | from collections.abc import Callable, Sequence
from typing import ClassVar, Never, TypeVar, final
from returns.interfaces import applicative, bindable
from returns.primitives.asserts import assert_equal
from returns.primitives.hkt import KindN
from returns.primitives.laws import (
Law,
Law1,
Law3,
Lawf... | 132 | 3,636 |
openvino | tests/model_hub_tests/models_hub_common/test_convert_model.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import gc
import os
import numpy as np
# noinspection PyUnresolvedReferences
try:
import openvino_tokenizers # do not delete, needed for text models
except:
pass
from models_hub_common.multiprocessing_utils import multiprocessin... | 142 | 5,908 |
pyfilesystem2 | tests/test_iotools.py | .py | from __future__ import unicode_literals
import io
import six
import unittest
from fs import iotools, tempfs
from fs.test import UNICODE_TEXT
class TestIOTools(unittest.TestCase):
def setUp(self):
self.fs = tempfs.TempFS("iotoolstest")
def tearDown(self):
self.fs.close()
del self.fs
... | 157 | 5,357 |
flit | flit_core/flit_core/config.py | .py | import difflib
from email.headerregistry import Address
import errno
import logging
import os
import os.path as osp
from pathlib import Path
import re
try:
import tomllib
except ImportError:
try:
from .vendor import tomli as tomllib
# Some downstream distributors remove the vendored tomli.
# Wh... | 793 | 28,790 |
gunicorn | tests/test_dirty_client.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""Tests for dirty client module."""
import os
import socket
import tempfile
import threading
import pytest
from gunicorn.dirty.client import (
DirtyClient,
get_dirty_client,
get_dirty_socket_path,
... | 325 | 10,548 |
mlflow | mlflow/genai/judges/prompts/relevance_to_query.py | .py | from mlflow.genai.prompts.utils import format_prompt
# NB: User-facing name for the is_context_relevant assessment.
RELEVANCE_TO_QUERY_ASSESSMENT_NAME = "relevance_to_context"
RELEVANCE_TO_QUERY_PROMPT_INSTRUCTIONS = """\
Consider the following question and answer. You must determine whether the answer provides \
in... | 37 | 1,397 |
openvino | tests/e2e_tests/common/plugins/ref_collect/conftest.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Local pytest plugin for reference collection."""
import logging as log
import yaml
import e2e_tests.common.plugins.common.base_conftest as base
from e2e_tests.common.env_utils import fix_env_conf
from e2e_tests.test_utils.env_tools... | 57 | 2,178 |
mlflow | mlflow/assistant/providers/claude_code.py | .py | """
Claude Code provider for MLflow Assistant.
This module provides the Claude Code integration for the assistant API,
enabling AI-powered trace analysis through the Claude Code CLI.
"""
import asyncio
import json
import logging
import os
import shutil
import subprocess
import tempfile
from pathlib import Path
from t... | 852 | 38,926 |
pyro | pyro/infer/abstract_infer.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import numbers
import warnings
from abc import ABCMeta, abstractmethod
from collections import OrderedDict, defaultdict
import torch
import pyro.poutine as poutine
from pyro.distributions import Categorical, Empirical
from pyro.o... | 397 | 16,011 |
openvino | tests/layer_tests/pytorch_tests/test_repeat.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from pytorch_layer_test_class import PytorchLayerTest
class TestRepeat(PytorchLayerTest):
def _prepare_input(self):
return (self.random.randn(2, 10),)
def create_model(self, repeats):
import torc... | 85 | 2,910 |
sphinx | tests/roots/test-ext-autosummary-ext/dummy_module.py | .py | """
.. autosummary::
module_attr
C.class_attr
C.instance_attr
C.prop_attr1
C.prop_attr2
C.C2
""" # NoQA: D212
def with_sentence():
"""I have a sentence which
spans multiple lines. Then I have
more stuff
"""
pass
def no_sentence():
"""this doesn't start with a
capital.... | 82 | 1,320 |
saleor | saleor/permission/tests/test_all_permissions_required.py | .py | from unittest.mock import Mock
import pytest
from ..auth_filters import AuthorizationFilters
from ..enums import CheckoutPermissions
from ..utils import one_of_permissions_or_auth_filter_required
@pytest.mark.parametrize(
("permissions", "expected_result"),
[
(None, True),
([], True),
... | 209 | 5,898 |
mlflow | tests/genai/scorers/trulens/test_trulens.py | .py | from unittest.mock import Mock, patch
import pytest
import trulens # noqa: F401
from mlflow.entities.assessment import Feedback
from mlflow.entities.assessment_source import AssessmentSourceType
from mlflow.exceptions import MlflowException
from mlflow.genai.judges.utils import CategoricalRating
from mlflow.genai.sc... | 291 | 10,665 |
saleor | saleor/graphql/account/mutations/authentication/set_password.py | .py | import graphene
from django.contrib.auth import password_validation
from django.core.exceptions import ObjectDoesNotExist, ValidationError
from .....account import events as account_events
from .....account import models
from .....account.error_codes import AccountErrorCode
from .....core.db.connection import allow_wr... | 99 | 3,880 |
pdm | tests/fixtures/projects/demo-prerelease/setup.py | .py | from setuptools import setup
setup(
name="demo",
version="0.0.2b0",
description="test demo",
py_modules=["demo"],
python_requires=">=3.3",
install_requires=["idna", "chardet; os_name=='nt'"],
extras_require={
"tests": ["pytest"],
"security": ['requests; python_version>="3.6... | 16 | 334 |
conda | conda/auxlib/__init__.py | .py | """Auxlib is an auxiliary library to the python standard library.
The aim is to provide core generic features for app development in python. Auxlib fills in some
python stdlib gaps much like `pytoolz <https://github.com/pytoolz/>`_ has for functional
programming, `pyrsistent <https://github.com/tobgu/pyrsistent/>`_ ha... | 91 | 3,042 |
wandb | wandb/sdk/lib/progress.py | .py | """Defines an object for printing run progress at the end of a script."""
from __future__ import annotations
import asyncio
import contextlib
import time
from collections.abc import Generator
from typing import NoReturn
from wandb.proto import wandb_internal_pb2 as pb
from wandb.sdk.interface import interface
from w... | 360 | 11,159 |
mlflow | tests/pyfunc/sample_code/utils.py | .py | def my_function(input):
return f"My utils function received this input: {input}"
| 3 | 85 |
saleor | saleor/graphql/attribute/resolvers.py | .py | from ...attribute import models
from ..core.context import get_database_connection_name
from ..utils import get_user_or_app_from_context
def resolve_attributes(info, qs=None):
requestor = get_user_or_app_from_context(info.context)
qs = qs or models.Attribute.objects.using(
get_database_connection_name... | 12 | 386 |
onnxruntime | onnxruntime/python/backend/backend.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Implements ONNX's backend API.
"""
import os
import unittest
import... | 215 | 10,233 |
biopython | Tests/test_SearchIO_blast_xml_index.py | .py | # Copyright 2012 by Wibowo Arindrarto. All rights reserved.
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
"""Tests for SearchIO blast-xml indexing."""
import unittest
from search_tests_common im... | 767 | 38,120 |
gunicorn | tests/test_asgi_callback_parser.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""Tests for ASGI callback parsers.
Tests both PythonProtocol and H1CProtocol (if available) to ensure
consistent behavior across implementations.
"""
from gunicorn.asgi.parser import PythonProtocol
def get_par... | 615 | 19,379 |
kafka | tests/kafkatest/tests/core/replication_replica_failure_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 ... | 117 | 5,472 |
pyomo | pyomo/scripting/pyomo_parser.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... | 120 | 3,812 |
textual | docs/examples/how-to/center06.py | .py | from textual.app import App, ComposeResult
from textual.widgets import Static
QUOTE = "Could not find you in Seattle and no terminal is in operation at your classified address."
class CenterApp(App):
"""How to center things."""
CSS = """
Screen {
align: center middle;
}
#hello {
... | 31 | 597 |
readthedocs.org | readthedocs/core/management/commands/collectstatic.py | .py | """
Override to send ``pre_collectstatic`` and ``post_collectstatic`` signal.
``post_collectstatic`` is used to purge the CDN of static files.
"""
from django.contrib.staticfiles.management.commands import collectstatic
from readthedocs.core.signals import post_collectstatic
from readthedocs.core.signals import pre_... | 19 | 585 |
saleor | saleor/graphql/product/tests/mutations/test_product_media_create.py | .py | import json
import os
from unittest.mock import Mock, patch
import graphene
import pytest
from django.conf import settings
from requests import RequestException
from requests.exceptions import InvalidSchema
from requests_hardened.ip_filter import InvalidIPAddress
from .....graphql.tests.utils import get_graphql_conte... | 627 | 20,064 |
gunicorn | tests/docker/asgi_framework_compat/frameworks/blacksheep_app/app.py | .py | """
BlackSheep ASGI Application for Compatibility Testing
Implements the contract endpoints for ASGI 3.0 compliance testing.
BlackSheep is a high-performance ASGI framework.
"""
import asyncio
import json
import time
from typing import Any
from blacksheep import Application, Request, WebSocket, StreamedContent, Cont... | 228 | 6,835 |
sphinx | sphinx/search/fi.py | .py | """Finnish search language."""
from __future__ import annotations
import snowballstemmer
from sphinx.search import SearchLanguage
from sphinx.search._stopwords.fi import FINNISH_STOPWORDS
class SearchFinnish(SearchLanguage):
lang = 'fi'
language_name = 'Finnish'
js_stemmer_rawcode = 'finnish-stemmer.js... | 23 | 596 |
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