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 |
|---|---|---|---|---|---|
mkdocs | mkdocs/__init__.py | .py | #!/usr/bin/env python
# For acceptable version formats, see https://www.python.org/dev/peps/pep-0440/
__version__ = '1.6.1'
| 6 | 126 |
textual | src/textual/_time.py | .py | import asyncio
import sys
from asyncio import sleep as asyncio_sleep
from time import monotonic, perf_counter
WINDOWS = sys.platform == "win32"
if WINDOWS:
time = perf_counter
else:
time = monotonic
if WINDOWS:
# sleep on windows as a resolution of 15ms
# Python3.11 is somewhat better, but this hom... | 53 | 1,410 |
pyomo | pyomo/scripting/plugins/convert.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... | 271 | 9,215 |
sphinx | sphinx/domains/cpp/_ids.py | .py | """Important note on ids
----------------------------------------------------------------------------
Multiple id generation schemes are used due to backwards compatibility.
- v1: 1.2.3 <= version < 1.3
The style used before the rewrite.
It is not the actual old code, but a replication of the behaviour.
- ... | 606 | 18,432 |
onnxruntime | onnxruntime/test/python/transformers/test_qmoe_wfp4afp8_cuda.py | .py | # --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
#
# Tes... | 510 | 18,129 |
clearml | clearml/backend_interface/task/hyperparams.py | .py | from collections import defaultdict
from typing import (
Optional,
Sequence,
Callable,
Mapping,
Union,
Dict,
Iterable,
Generator,
Tuple,
Any,
)
from ...backend_api import Session
from ...backend_api.services import tasks
class HyperParams:
def __init__(self, task: Any) -> ... | 240 | 9,325 |
luigi | test/auto_namespace_test/my_namespace_test.py | .py | from helpers import LuigiTestCase
import luigi
class MyNamespaceTest(LuigiTestCase):
def test_auto_namespace_scope(self):
class MyTask(luigi.Task):
pass
self.assertTrue(self.run_locally(["auto_namespace_test.my_namespace_test.MyTask"]))
self.assertEqual(MyTask.get_task_namesp... | 13 | 368 |
loguru | tests/test_parse.py | .py | import io
import pathlib
import re
from datetime import datetime
import pytest
from loguru import logger
TEXT = "This\nIs\nRandom\nText\n123456789\nABC!DEF\nThis Is The End\n"
@pytest.fixture
def fileobj():
with io.StringIO(TEXT) as file:
yield file
def test_parse_file(tmp_path):
file = tmp_path ... | 147 | 4,452 |
beam | sdks/python/apache_beam/utils/logger_test.py | .py | #
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not us... | 109 | 4,243 |
openvino | tests/layer_tests/onnx_tests/test_floor.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
pytest.importorskip("openvino.tools.mo", reason="Ticket - 157136")
from common.layer_test_class import check_ir_version
from common.onnx_layer_test_class import OnnxRuntimeLayerTest, onnx_make_model
from unit_tests.utils.... | 183 | 6,091 |
hydra | tests/standalone_apps/discovery_test_plugin/setup.py | .py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from setuptools import find_namespace_packages, setup
setup(
name="hydra-discovery-test-plugin",
version="0.1.0",
author="Omry Yadan",
author_email="omry@yadan.net",
url="https://github.com/hydra-ecosystem/hydra/",
packages=... | 13 | 413 |
pyomo | examples/performance/misc/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... | 54 | 1,442 |
pymc | tests/distributions/moments/test_means.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... | 279 | 9,062 |
openvino | tests/layer_tests/tensorflow_tests/test_tf_IsNan.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
from common.utils.tf_utils import mix_array_with_value
class TestIsNan(CommonTFLayerTest):
def _prepare_input(self, i... | 47 | 1,704 |
wandb | wandb/sdk/artifacts/storage_handlers/wb_artifact_handler.py | .py | """WB artifact storage handler."""
from __future__ import annotations
import os
from typing import TYPE_CHECKING, Literal
from urllib.parse import urlparse
from wandb.apis import PublicApi
from wandb.sdk.artifacts.artifact_file_cache import get_artifact_file_cache
from wandb.sdk.artifacts.artifact_manifest_entry imp... | 131 | 4,764 |
pyomo | examples/pyomo/amplbook2/diet.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... | 69 | 1,694 |
textual | src/textual/widgets/_input.py | .py | from __future__ import annotations
import re
from dataclasses import dataclass
from typing import TYPE_CHECKING, ClassVar, Iterable, NamedTuple
from rich.cells import cell_len, get_character_cell_size
from rich.console import RenderableType
from rich.highlighter import Highlighter
from rich.text import Text
from typi... | 1,134 | 41,180 |
rq | rq/job.py | .py | from __future__ import annotations
import asyncio
import inspect
import json
import logging
import re
import warnings
import zlib
from collections.abc import Callable, Iterable, Mapping, Sequence
from contextvars import ContextVar
from datetime import datetime, timedelta
from enum import Enum
from typing import TYPE_C... | 2,022 | 83,220 |
pymc | tests/logprob/test_binary.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... | 162 | 5,302 |
saleor | saleor/webhook/tests/test_webhook_ip_filtering.py | .py | from ...core.http_client import HTTPClient
from ...core.models import EventDeliveryAttempt
from ..transport.asynchronous import trigger_webhooks_async
def test_rejects_private_ips(webhook, monkeypatch):
"""Ensure private IP addresses are rejected by webhooks."""
# Enable IP filter
monkeypatch.setattr(HTT... | 29 | 987 |
pyro | pyro/infer/reparam/softmax.py | .py | # Copyright Contributors to the Pyro project.
# SPDX-License-Identifier: Apache-2.0
import torch
import pyro
import pyro.distributions as dist
from .reparam import Reparam
class GumbelSoftmaxReparam(Reparam):
"""
Reparametrizer for :class:`~pyro.distributions.RelaxedOneHotCategorical`
latent variables.... | 61 | 1,869 |
astropy | astropy/visualization/wcsaxes/wcsapi.py | .py | # Functions/classes for WCSAxes related to APE14 WCSes
from __future__ import annotations
from contextlib import contextmanager
import numpy as np
from astropy import units as u
from astropy.coordinates import ICRS, BaseCoordinateFrame, SkyCoord
from astropy.wcs import WCS
from astropy.wcs.wcsapi import SlicedLowLev... | 460 | 15,476 |
onnxruntime | tools/ci_build/manage_java_artifacts.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# This script runs after ORT jars are built. It picks up the jars from ORT's build dir then repack them a bit.
import argparse
import logging
import re
import shutil
import subprocess
import sys
import zipfile
from pathlib i... | 313 | 13,469 |
astropy | astropy/samp/tests/test_standard_profile.py | .py | import pytest
# By default, tests should not use the internet.
from astropy.samp import conf
from astropy.samp.errors import SAMPProxyError
from astropy.samp.hub import SAMPHubServer
from astropy.samp.integrated_client import SAMPIntegratedClient
from astropy.tests.helper import CI
from .test_helpers import TEST_REPL... | 293 | 8,894 |
onnx | onnx/backend/sample/__init__.py | .py | # Copyright (c) ONNX Project Contributors
# SPDX-License-Identifier: Apache-2.0
| 4 | 81 |
biopython | Bio/Cluster/__init__.py | .py | # 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.
#
"""Cluster Analysis.
The Bio.Cluster provides commonly used clustering algorithms and was
designed with the application to gene expression data in mi... | 1,290 | 50,617 |
wagtail | wagtail/admin/forms/search.py | .py | from django import forms
from django.utils.translation import gettext as _
from django.utils.translation import gettext_lazy
class SearchForm(forms.Form):
def __init__(self, *args, **kwargs):
placeholder = kwargs.pop("placeholder", _("Search…"))
super().__init__(*args, **kwargs)
self.field... | 20 | 572 |
hatch | tests/config/test_model.py | .py | import subprocess
import pytest
from hatch.config.model import ConfigurationError, RootConfig
def test_default(default_cache_dir, default_data_dir):
config = RootConfig({})
config.parse_fields()
assert config.raw_data == {
"mode": "local",
"project": "",
"shell": "",
"di... | 1,468 | 44,352 |
saleor | saleor/tests/e2e/checkout/utils/checkout_lines_add.py | .py | from ...utils import get_graphql_content
CHECKOUT_LINES_ADD_MUTATION = """
mutation checkoutLinesAdd($checkoutId: ID!, $lines: [CheckoutLineInput!]!) {
checkoutLinesAdd(id: $checkoutId, lines: $lines) {
checkout {
lines {
id
isGift
quantity
variant {
id
}
... | 82 | 1,462 |
coremltools | coremltools/converters/mil/backend/nn/passes/mlmodel_passes.py | .py | # Copyright (c) 2020, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
def _get_nn_spec(spec):
if spec.WhichOneof("Type") == "neuralNetwork":
nn_spec = spec.ne... | 468 | 18,489 |
saleor | saleor/graphql/meta/tests/queries/test_warehouse.py | .py | import graphene
from ....tests.utils import assert_no_permission, get_graphql_content
from .utils import PRIVATE_KEY, PRIVATE_VALUE, PUBLIC_KEY, PUBLIC_VALUE
QUERY_WAREHOUSE_PUBLIC_META = """
query warehouseMeta($id: ID!){
warehouse(id: $id){
metadata{
key
valu... | 178 | 5,027 |
openvino | tests/layer_tests/tensorflow_tests/test_tf_UnsortedSegmentSum.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(23254)
class TestUnsortedSegmentSum(CommonTFLayerTest):
def _prepare_input(self, inputs_... | 63 | 3,219 |
cvxpy | cvxpy/tests/test_power_atom.py | .py | """
Copyright 2025 CVXPY 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 law or agreed to in writing, softwa... | 371 | 15,433 |
jupytext | tests/data/notebooks/outputs/ipynb_to_script/sample_rise_notebook_66.py | .py | # ---
# jupyter:
# kernelspec:
# display_name: Python 3
# language: python
# name: python3
# ---
# + [markdown] slideshow={"slide_type": "slide"}
# A markdown cell
# + slideshow={"slide_type": ""}
1+1
# + [markdown] cell_style="center" slideshow={"slide_type": "fragment"}
# Markdown cell two
| 17 | 310 |
wagtail | wagtail/api/v2/utils.py | .py | import swapper
from wagtail.api.utils import get_full_url
from wagtail.coreutils import resolve_model_string
Page = swapper.load_model("wagtailcore", "Page")
class BadRequestError(Exception):
pass
def get_object_detail_url(router, request, model, pk):
url_path = router.get_object_detail_urlpath(model, pk)... | 248 | 7,791 |
onnx | onnx/reference/ops/aionnxml/op_tree_ensemble_classifier.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.aionnxml._common_classifier import (
logistic,
probit,
softmax,
softmax_zero,
)
from onnx.reference.ops.aionnxml._op_run_aionnxml import OpRunA... | 133 | 4,844 |
pdm | src/pdm/cli/options.py | .py | from __future__ import annotations
import argparse
import os
import sys
from functools import partial
from typing import TYPE_CHECKING, cast
if TYPE_CHECKING:
from collections.abc import Sequence
from typing import Any, Protocol
from pdm.project import Project
class ActionCallback(Protocol):
... | 546 | 15,942 |
mlflow | tests/projects/test_projects.py | .py | import json
import os
import shutil
import subprocess
import uuid
from unittest import mock
import git
import pytest
import yaml
import mlflow
from mlflow import MlflowClient
from mlflow.entities import RunStatus, SourceType, ViewType
from mlflow.environment_variables import MLFLOW_CONDA_CREATE_ENV_CMD, MLFLOW_CONDA_... | 549 | 19,035 |
hydra | hydra/plugins/plugin.py | .py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from abc import ABC
class Plugin(ABC): ...
| 6 | 116 |
onnxruntime | onnxruntime/python/tools/quantization/operators/binary_op.py | .py | import onnx
from onnx import onnx_pb as onnx_proto # noqa: F401
from ..quant_utils import TENSOR_NAME_QUANT_SUFFIX, QuantizedValue, QuantizedValueType, attribute_to_kwarg, ms_domain
from .base_operator import QuantOperatorBase
class QLinearBinaryOp(QuantOperatorBase):
def __init__(self, onnx_quantizer, onnx_nod... | 73 | 2,472 |
beam | sdks/python/apache_beam/io/gcp/bigquery_read_internal.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... | 493 | 16,919 |
onnxruntime | onnxruntime/python/tools/quantization/operators/softmax.py | .py | import onnx
import onnx.helper
from ..quant_utils import TENSOR_NAME_QUANT_SUFFIX, QuantizedValue, QuantizedValueType, attribute_to_kwarg, ms_domain
from .base_operator import QuantOperatorBase
class QLinearSoftmax(QuantOperatorBase):
def quantize(self):
node = self.node
# set limitations for sof... | 75 | 2,640 |
saleor | saleor/graphql/checkout/tests/mutations/test_checkout_complete_price_override.py | .py | from decimal import Decimal
import pytest
from .....checkout import calculations
from .....checkout.fetch import fetch_checkout_info, fetch_checkout_lines
from .....checkout.utils import add_voucher_code_to_checkout
from .....discount import DiscountValueType, RewardValueType
from .....discount.models import Promotio... | 752 | 28,147 |
qutip | qutip/tests/core/test_expect.py | .py | import pytest
import collections
import functools
import numpy as np
import qutip
from qutip.core.data import CSR, Dense
import qutip.core.data as _data
# We want to test the broadcasting rules for `qutip.expect` for a whole bunch
# of different systems, without having to repeatedly specify the systems over
# and over... | 176 | 7,547 |
saleor | saleor/webhook/models.py | .py | from django.contrib.postgres.fields import ArrayField
from django.contrib.postgres.indexes import GinIndex
from django.db import models
from ..app.models import App
from ..app.validators import AppURLValidator
from ..core.utils.json_serializer import CustomJsonEncoder
from .const import MAX_FILTERABLE_CHANNEL_SLUGS_LI... | 76 | 2,623 |
onnx | onnx/reference/ops/op_transpose.py | .py | # Copyright (c) ONNX Project Contributors
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations
import numpy as np
from onnx.reference.op_run import OpRun
class Transpose(OpRun):
def _run(self, data, perm=None):
perm_ = None if (perm is None or len(perm) == 0) else perm
if pe... | 21 | 592 |
luigi | luigi/contrib/webhdfs.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... | 105 | 3,075 |
saleor | saleor/graphql/tax/tests/queries/test_tax_classes.py | .py | import graphene
import pytest
from .....tax.models import TaxClass
from ....tests.utils import assert_no_permission, get_graphql_content
from ..fragments import TAX_CLASS_FRAGMENT
QUERY = (
"""
query TaxClasses($sortBy: TaxClassSortingInput, $filter: TaxClassFilterInput) {
taxClasses(first: 100, sortB... | 90 | 2,405 |
hydra | tests/test_examples/test_patterns.py | .py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from pathlib import Path
from textwrap import dedent
from typing import Any, List
from omegaconf import OmegaConf
from pytest import mark, param
from hydra.test_utils.test_utils import (
TTaskRunner,
assert_text_same,
chdir_hydra_root,... | 162 | 4,603 |
textual | tests/snapshot_tests/snapshot_apps/input_validation.py | .py | from textual.app import App, ComposeResult
from textual.validation import Number
from textual.widgets import Input
VALIDATORS = [
Number(minimum=1, maximum=5),
]
class InputApp(App):
CSS = """
Input.-valid {
border: tall $success 60%;
}
Input.-valid:focus {
border: tall $success;
... | 46 | 971 |
probability | tensorflow_probability/python/experimental/distributions/increment_log_prob_test.py | .py | # Copyright 2021 The TensorFlow Probability Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | 118 | 4,338 |
mlflow | dev/dev_stubs/claude_cli.py | .py | """Credential-free stub `claude` CLI for reviewing provider-gated Assistant UI.
The MLflow Assistant's "Claude Code" provider only reveals its chat panel after
an auth probe succeeds: it shells out to
``claude -p hi --max-turns 1 --output-format json`` and unlocks the UI when that
exits 0 (see ``mlflow/assistant/provi... | 110 | 4,093 |
pyro | pyro/ops/einsum/torch_sample.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import operator
from functools import reduce
import pyro.distributions as dist
import pyro.ops.einsum.torch_log
from pyro.ops import packed
from pyro.ops.einsum.adjoint import (
Backward,
einsum_backward_sample,
transp... | 80 | 2,736 |
coremltools | deps/protobuf/python/google/protobuf/descriptor.py | .py | # Protocol Buffers - Google's data interchange format
# Copyright 2008 Google Inc. All rights reserved.
# https://developers.google.com/protocol-buffers/
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met:
#
# * Redi... | 1,183 | 45,140 |
probability | tensorflow_probability/python/internal/reparameterization.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... | 75 | 2,649 |
pyomo | pyomo/opt/parallel/__init__.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... | 17 | 742 |
omegaconf | tests/interpolation/built_in_resolvers/test_oc_create.py | .py | from typing import Any, Dict, List
from pytest import mark, param, raises
from omegaconf import DictConfig, ListConfig, OmegaConf
from omegaconf.errors import InterpolationResolutionError
@mark.parametrize(
("cfg", "key", "expected"),
[
# Note that since `oc.create` is simply calling `OmegaConf.crea... | 140 | 3,890 |
beam | sdks/python/apache_beam/examples/inference/runinference_metrics/setup.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... | 44 | 1,586 |
mlflow | examples/openai/autologging/module_client.py | .py | import os
import openai
import mlflow
assert "OPENAI_API_KEY" in os.environ, "Please set the OPENAI_API_KEY environment variable."
mlflow.openai.autolog(
log_input_examples=True,
log_model_signatures=True,
log_models=True,
registered_model_name="openai_model",
)
messages = [
{
"role": "... | 36 | 848 |
probability | discussion/robust_inverse_graphics/util/tree_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... | 63 | 1,995 |
saleor | saleor/graphql/menu/tests/mutations/test_menu_item_update.py | .py | import json
from unittest import mock
import graphene
from django.utils.functional import SimpleLazyObject
from freezegun import freeze_time
from .....core.utils.json_serializer import CustomJsonEncoder
from .....webhook.event_types import WebhookEventAsyncType
from .....webhook.payloads import generate_meta, generat... | 135 | 4,103 |
probability | tensorflow_probability/python/internal/broadcast_util_test.py | .py | # Copyright 2021 The TensorFlow Probability Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | 71 | 2,770 |
clearml | clearml/utilities/plotlympl/mplexporter/renderers/fake_renderer.py | .py | from typing import Optional, Any
import numpy
from .base import Renderer
class FakeRenderer(Renderer):
"""
Fake Renderer
This is a fake renderer which simply outputs a text tree representing the
elements found in the plot(s). This is used in the unit tests for the
package.
Below are the m... | 118 | 3,343 |
metrics | src/torchmetrics/functional/classification/specificity_sensitivity.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... | 485 | 23,556 |
onnxruntime | onnxruntime/test/python/transformers/test_parity_neox_attention.py | .py | # --------------------------------------------------------------------------
# Copyright 2020 The HuggingFace Inc. 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/l... | 485 | 20,135 |
astropy | astropy/coordinates/builtin_frames/utils.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
"""
This module contains functions/values used repeatedly in different modules of
the ``builtin_frames`` package.
"""
import warnings
import erfa
import numpy as np
from astropy import units as u
from astropy.coordinates.earth import EarthLocation
from ... | 423 | 14,566 |
voila | tests/app/syntax_error_test.py | .py | import os
import pytest
NOTEBOOK_PATH = "syntax_error.ipynb"
@pytest.fixture
def voila_notebook(notebook_directory):
return os.path.join(notebook_directory, NOTEBOOK_PATH)
async def test_syntax_error(http_server_client, base_url):
response = await http_server_client.fetch(base_url)
assert response.cod... | 19 | 489 |
mlflow | tests/store/tracking/sqlalchemy_store/test_sqlalchemy_store_assessments.py | .py | import time
import uuid
import pytest
from mlflow.entities import (
AssessmentSource,
AssessmentSourceType,
Expectation,
Feedback,
trace_location,
)
from mlflow.entities.assessment import ExpectationValue, FeedbackValue
from mlflow.entities.trace_info import TraceInfo
from mlflow.entities.trace_st... | 598 | 22,809 |
wandb | wandb/sdk/artifacts/_generated/fetch_advanced_registry_features.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/artifacts/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
class FetchAdvancedRegistryFeatures(GQLResult):
organization: FetchAdvancedRegistryFeaturesOrganization | None
class FetchAdvancedRegis... | 27 | 769 |
voila | voila/app.py | .py | #############################################################################
# Copyright (c) 2018, Voilà Contributors #
# Copyright (c) 2018, QuantStack #
# #
# Distri... | 1,002 | 36,242 |
mlflow | mlflow/entities/param.py | .py | import sys
from mlflow.entities._mlflow_object import _MlflowObject
from mlflow.protos.service_pb2 import Param as ProtoParam
class Param(_MlflowObject):
"""
Parameter object.
"""
def __init__(self, key, value):
if "pyspark.ml" in sys.modules:
import pyspark.ml.param
... | 50 | 1,133 |
beam | sdks/python/apache_beam/examples/inference/online_clustering/write_data_to_pubsub_pipeline/pipeline/options.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... | 63 | 2,320 |
sphinx | sphinx/highlighting.py | .py | """Highlight code blocks using Pygments."""
from __future__ import annotations
from functools import partial
from importlib import import_module
from typing import TYPE_CHECKING
import pygments
from pygments import highlight
from pygments.filters import ErrorToken
from pygments.formatters import HtmlFormatter, Latex... | 238 | 7,855 |
probability | tensorflow_probability/python/distributions/empirical.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... | 367 | 14,254 |
pyomo | pyomo/contrib/incidence_analysis/config.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... | 150 | 4,824 |
metrics | src/torchmetrics/nominal/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... | 160 | 6,567 |
wandb | wandb/sdk/artifacts/storage_policies/_multipart.py | .py | """Helpers and constants for multipart upload and download."""
from __future__ import annotations
import logging
import math
import threading
from collections.abc import Callable, Iterator
from concurrent.futures import FIRST_EXCEPTION, Executor, ThreadPoolExecutor, wait
from dataclasses import dataclass, field
from ... | 303 | 11,036 |
gunicorn | tests/test_asgi_error_handling.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""
ASGI error handling tests.
Tests for application error scenarios and graceful shutdown behavior
to ensure robust error handling in ASGI applications.
"""
import asyncio
from unittest import mock
import pytes... | 395 | 12,245 |
luigi | luigi/contrib/bigquery_avro.py | .py | """Specialized tasks for handling Avro data in BigQuery from GCS."""
import logging
from luigi.contrib.bigquery import BigQueryLoadTask, SourceFormat
from luigi.contrib.gcs import GCSClient
from luigi.task import flatten
logger = logging.getLogger("luigi-interface")
try:
import avro
import avro.datafile
exc... | 108 | 4,227 |
mlflow | mlflow/deployments/__init__.py | .py | """
Exposes functionality for deploying MLflow models to custom serving tools.
Note: model deployment to AWS Sagemaker can currently be performed via the
:py:mod:`mlflow.sagemaker` module. Model deployment to Azure can be performed by using the
`azureml library <https://pypi.org/project/azureml-mlflow/>`_.
MLflow doe... | 120 | 4,763 |
mamba | micromamba/tests/test_proxy.py | .py | import os
import shutil
import subprocess
import time
import urllib.parse
from pathlib import Path
import pytest
from . import helpers
__this_dir__ = Path(__file__).parent.resolve()
@pytest.fixture
def mitmdump_exe():
"""Get the path to the ``mitmdump`` executable.
If the executable is provided in a conda... | 118 | 3,793 |
biopython | Tests/test_MafIO_index.py | .py | # Copyright 2012 by Andrew Sczesnak. All rights reserved.
# Revisions Copyright 2017 by Blaise Li. 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.
"""Unit tests for Bio.AlignIO.... | 745 | 32,437 |
mlflow | tests/gateway/test_tracing_utils.py | .py | import asyncio
import json
from typing import Any
import pytest
import mlflow
from mlflow.entities import SpanType
from mlflow.gateway.constants import MLFLOW_GATEWAY_CALLER_HEADER
from mlflow.gateway.schemas.chat import StreamResponsePayload
from mlflow.gateway.tracing_utils import (
_extract_caller,
_get_mo... | 1,135 | 41,606 |
coremltools | coremltools/converters/mil/mil/ops/tests/iOS14/test_recurrent.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 itertools
import numpy as np
import pytest
import coremltools as ct
from coremltools._deps i... | 894 | 29,717 |
metrics | tests/unittests/clustering/_inputs.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... | 58 | 2,083 |
cvxpy | cvxpy/reductions/solvers/qp_solvers/highs_qpif.py | .py | """
Copyright, 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, software
... | 264 | 9,542 |
cvxpy | cvxpy/reductions/eliminate_pwl/canonicalizers/min_canon.py | .py | """
Copyright 2018 Akshay Agrawal
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... | 30 | 1,013 |
onnxruntime | tools/python/benchmark_mmap_ort.py | .py | #!/usr/bin/env python3
"""
Developer benchmark for memory-mapped .ort model loading.
Compares session construction time and process memory across loading configurations:
1. Standard .ort load (file read into heap buffer)
2. Memory-mapped .ort load (session.use_memory_mapped_ort_model)
3. Memory-mapped + direct i... | 386 | 13,938 |
openvino | src/bindings/python/src/openvino/frontend/pytorch/torchdynamo/backend.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# flake8: noqa
# mypy: ignore-errors
import logging
import os
from functools import partial
from hashlib import sha256
import torch
from torch._dynamo.backends.common import fake_tensor_unsupported, aot_autograd
from torch._dynamo.back... | 141 | 6,331 |
mlflow | mlflow/dspy/util.py | .py | import json
import logging
import tempfile
from collections import defaultdict
from pathlib import Path
from typing import Any
import dspy
from dspy import Example
import mlflow
from mlflow.entities import LoggedModelOutput
_logger = logging.getLogger(__name__)
EXCLUDE_LM_PARAMS = {"api_key", "api_base", "azure_ad_... | 159 | 5,166 |
mlflow | mlflow/store/artifact/dbfs_artifact_repo.py | .py | import json
import os
import posixpath
import mlflow.utils.databricks_utils
from mlflow.entities import FileInfo
from mlflow.environment_variables import (
MLFLOW_DISABLE_DATABRICKS_SDK_FOR_RUN_ARTIFACTS,
MLFLOW_ENABLE_DBFS_FUSE_ARTIFACT_REPO,
)
from mlflow.exceptions import MlflowException
from mlflow.protos.... | 265 | 11,587 |
wandb | wandb/sdk/lib/sparkline.py | .py | #
# From pysparklines (BSD License): https://pypi.python.org/pypi/pysparklines
from __future__ import annotations
import math
spark_chars = "▁▂▃▄▅▆▇█"
# math.isfinite doesn't exist in python2, so provider our own
def isfinite(f):
return not (math.isinf(f) or math.isnan(f))
def sparkify(series: list[float | in... | 45 | 1,361 |
beam | sdks/python/apache_beam/tools/fn_api_runner_microbenchmark.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 ... | 151 | 5,039 |
onnxruntime | onnxruntime/test/testdata/transform/recompute/3layer_bloom_optimized_training.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""This file is used to generate test data for MemoryOptimizer tests in
onnxruntime/test/optimizer/memory_optimizer_test.cc.
The libs used to generate 3 layer bloom model.
optimum: f6adbef5c4a6bd16a17e3b22712028... | 85 | 2,717 |
mlflow | tests/llama_index/test_llama_index_serialization.py | .py | import json
from collections import Counter, deque
from unittest import mock
import pytest
from llama_index.core import PromptTemplate, Settings
from llama_index.embeddings.openai import OpenAIEmbedding
from llama_index.llms.openai import OpenAI
from mlflow.llama_index.serialize_objects import (
_construct_prompt... | 151 | 5,419 |
beam | sdks/python/apache_beam/runners/direct/util.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... | 94 | 3,318 |
openvino | tests/e2e_tests/pipelines/pipeline_templates/collect_reference_templates.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Common reference collection templates processed by testing framework.
"""
from collections import OrderedDict
from e2e_tests.common.decorators import wrap_ord_dict
from e2e_tests.pipelines.pipeline_templates.postproc_template import ... | 147 | 6,748 |
coremltools | coremltools/converters/mil/backend/mil/test_helper.py | .py | # Copyright (c) 2020, Apple Inc. All rights reserved.
#
# Use of this source code is governed by a BSD-3-clause license that can be
# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause
from coremltools.converters.mil.mil.passes.defs.preprocess import NameSanitizer as _NameSanitizer
c... | 28 | 1,265 |
qutip | qutip/tests/core/test_dimensions.py | .py | import numbers
from typing import Literal
import pytest
import collections
import numpy as np
import qutip
from qutip.core.dimensions import (
flatten, unflatten, enumerate_flat, deep_remove, deep_map,
dims_idxs_to_tensor_idxs, dims_to_tensor_shape, dims_to_tensor_perm,
einsum, to_tensor_rep, from_tensor_re... | 484 | 19,456 |
sphinx | sphinx/directives/code.py | .py | from __future__ import annotations
import sys
import textwrap
from difflib import unified_diff
from typing import TYPE_CHECKING
from docutils import nodes
from docutils.parsers.rst import directives
from sphinx import addnodes
from sphinx.directives import optional_int
from sphinx.locale import __
from sphinx.util i... | 520 | 18,916 |
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