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 |
|---|---|---|---|---|---|
ipython | IPython/core/magics/code.py | .py | """Implementation of code management magic functions.
"""
#-----------------------------------------------------------------------------
# Copyright (c) 2012 The IPython Development Team.
#
# Distributed under the terms of the Modified BSD License.
#
# The full license is in the file COPYING.txt, distributed with th... | 771 | 28,359 |
mlflow | mlflow/gateway/providers/mosaicml.py | .py | import time
import warnings
from contextlib import contextmanager
from typing import Any
from mlflow.exceptions import MlflowException
from mlflow.gateway.config import EndpointConfig, MosaicMLConfig
from mlflow.gateway.exceptions import AIGatewayException
from mlflow.gateway.providers.base import BaseProvider
from ml... | 308 | 10,648 |
hatch | backend/src/hatchling/plugin/exceptions.py | .py | class UnknownPluginError(ValueError):
pass
| 3 | 47 |
gunicorn | gunicorn/workers/base.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
import io
import os
import signal
import sys
import time
import traceback
from datetime import datetime
from random import randint
from ssl import SSLError
from gunicorn import util
from gunicorn.http.errors impor... | 288 | 9,899 |
wandb | tests/assets/scripts/eval.py | .py | import argparse
import math
import random
import wandb
def main(attach_id: str, eval_step: int, project: str):
run = wandb.init(
id=attach_id,
project=project,
settings=wandb.Settings(
mode="shared",
console="off",
_disable_machine_info=True,
... | 43 | 949 |
probability | tensorflow_probability/python/distributions/logistic.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... | 236 | 8,411 |
probability | tensorflow_probability/python/bijectors/normal_cdf_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... | 77 | 3,087 |
onnx | onnx/backend/test/case/node/less.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 Less(Base):
@staticmethod
def export() -> None:
node =... | 69 | 2,386 |
openvino | tests/model_hub_tests/tensorflow/test_tf_read_model.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import gc
import os
import platform
import shutil
import pytest
import tensorflow as tf
import tensorflow_hub as hub
# noinspection PyUnresolvedReferences
#import tensorflow_text # do not delete, needed for text models. Commented due t... | 158 | 7,049 |
metrics | tests/unittests/image/test_d_s.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... | 430 | 14,085 |
saleor | saleor/graphql/product/tests/queries/products_filtrations/test_over_references_pages.py | .py | import graphene
import pytest
from ......attribute import AttributeEntityType, AttributeType
from ......attribute.models import Attribute, AttributeValue
from ......attribute.utils import associate_attribute_values_to_instance
from ......page.models import Page
from .....core.utils import to_global_id_or_none
from ...... | 427 | 13,217 |
wandb | wandb/plot/roc_curve.py | .py | from __future__ import annotations
import numbers
from collections.abc import Sequence
from typing import TYPE_CHECKING
import wandb
from wandb import util
from wandb.plot.custom_chart import plot_table
from wandb.plot.utils import test_missing, test_types
if TYPE_CHECKING:
from wandb.plot.custom_chart import Cu... | 165 | 5,653 |
mlflow | mlflow/store/db_migrations/versions/1a0cddfcaa16_add_webhooks_and_webhook_events_tables.py | .py | """Add webhooks and webhook_events tables
Create Date: 2025-07-07 23:00:00.000000
"""
import sqlalchemy as sa
from alembic import op
from mlflow.store.model_registry.dbmodels.models import SqlWebhook, SqlWebhookEvent
# revision identifiers, used by Alembic.
revision = "1a0cddfcaa16"
down_revision = "de4033877273"
... | 72 | 2,926 |
astropy | astropy/nddata/nddata_base.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
# This module implements the base NDDataBase class.
from abc import ABCMeta, abstractmethod
__all__ = ["NDDataBase"]
class NDDataBase(metaclass=ABCMeta):
"""Base metaclass that defines the interface for N-dimensional datasets
with associated m... | 81 | 1,994 |
httpie | tests/test_exit_status.py | .py | from unittest import mock
from httpie.status import ExitStatus
from .utils import MockEnvironment, http, HTTP_OK
def test_keyboard_interrupt_during_arg_parsing_exit_status(httpbin):
with mock.patch('httpie.cli.definition.parser.parse_args',
side_effect=KeyboardInterrupt()):
r = http('... | 75 | 2,642 |
saleor | saleor/graphql/invoice/tests/test_send_invoice_notification.py | .py | from unittest.mock import patch
import graphene
from ....core import JobStatus
from ....core.notify import NotifyEventType
from ....core.tests.utils import get_site_context_payload
from ....graphql.tests.utils import assert_no_permission, get_graphql_content
from ....invoice.models import Invoice
from ....invoice.not... | 205 | 7,181 |
biopython | Bio/Blast/NCBIWWW.py | .py | # Copyright 1999 by Jeffrey Chang. All rights reserved.
#
# This file is part of the Biopython distribution and governed by your
# choice of the "Biopython License Agreement" or the "BSD 3-Clause License".
# Please see the LICENSE file that should have been included as part of this
# package.
#
# Patched by Brad Chapm... | 374 | 14,116 |
pyomo | pyomo/core/expr/numeric_expr.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... | 4,010 | 108,664 |
wandb | tests/system_tests/test_functional/test_tensorboard/test_wandb_tb_log.py | .py | """Tests for wandb.tensorboard.log and wandb.tensorboard.WandbHook."""
import pytest
import tensorflow as tf
import wandb
from tensorboard.compat.proto import summary_pb2
def test_wandb_tf_log(wandb_backend_spy, assets_path):
with wandb.init(sync_tensorboard=True) as run:
summary_pb = open(assets_path("w... | 108 | 4,459 |
metrics | src/torchmetrics/functional/classification/group_fairness.py | .py | # Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | 383 | 16,872 |
wandb | wandb/apis/_generated/search_users.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/api/
from __future__ import annotations
from wandb._pydantic import GQLResult
from .fragments import UserFragment
class SearchUsers(GQLResult):
users: SearchUsersUsers | None
class SearchUsersUsers(GQLResult):
edges: list[SearchUsersUsersEdge... | 26 | 496 |
openvino | tests/layer_tests/pytorch_tests/test_getitem_oob_index.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""
Regression tests for out-of-bounds index validation in aten::__getitem__
replacer transforms (CVE fix).
These tests verify that ov.convert_model raises a proper exception (instead
of crashing with SIGSEGV) when a TorchScript model c... | 433 | 16,211 |
beam | sdks/python/apache_beam/ml/inference/vertex_ai_inference.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... | 298 | 12,020 |
sqlmap | lib/core/datatype.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 threading
from collections import OrderedDict
from thirdparty.six.moves import collections_abc as _collections
class AttribDict(dict):
"""
This class ... | 243 | 6,529 |
cvxpy | cvxpy/reductions/solvers/nlp_solvers/__init__.py | .py | """
Copyright 2025 The 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, so... | 16 | 569 |
readthedocs.org | readthedocs/invitations/tests/test_signals.py | .py | from django.contrib.auth.models import User
from django.test import TestCase
from django_dynamic_fixture import get
from readthedocs.invitations.models import Invitation
from readthedocs.organizations.models import Organization, Team
from readthedocs.projects.models import Project
class TestSignals(TestCase):
de... | 38 | 1,243 |
sphinx | sphinx/ext/autodoc/importer.py | .py | """Importer utilities for autodoc"""
from __future__ import annotations
import traceback
from importlib.machinery import EXTENSION_SUFFIXES
from typing import TYPE_CHECKING, NamedTuple
from sphinx.errors import PycodeError
from sphinx.ext.autodoc._dynamic._importer import (
_find_type_stub_spec, # NoQA: F401
... | 324 | 11,656 |
gunicorn | tests/docker/dirty_arbiter/gunicorn_conf.py | .py | #
# This file is part of gunicorn released under the MIT license.
# See the NOTICE for more information.
"""
Gunicorn configuration for integration tests.
"""
bind = "0.0.0.0:8000"
workers = 1
worker_class = "sync"
dirty_workers = 1
dirty_apps = ["app:TestDirtyApp"]
dirty_timeout = 30
dirty_graceful_timeout = 5
timeo... | 21 | 399 |
pyomo | pyomo/contrib/incidence_analysis/tests/test_matching.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... | 246 | 6,976 |
pyomo | pyomo/core/tests/unit/test_var.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... | 1,831 | 64,669 |
pyro | tests/distributions/test_unit.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import pytest
import torch
import pyro.distributions as dist
from tests.common import assert_equal
@pytest.mark.parametrize("batch_shape", [(), (4,), (3, 2)])
def test_shapes(batch_shape):
log_factor = torch.randn(batch_shap... | 33 | 966 |
omegaconf | tests/interpolation/built_in_resolvers/test_oc_dict.py | .py | import re
from typing import Any, List
from pytest import mark, param, raises
from omegaconf import DictConfig, ListConfig, OmegaConf
from omegaconf.errors import (
InterpolationResolutionError,
InterpolationToMissingValueError,
)
from omegaconf.resolvers.oc.dict import _get_and_validate_dict_input
from tests... | 338 | 9,570 |
coremltools | coremltools/converters/mil/mil/ops/tests/iOS18/test_transformers.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 numpy as np
import pytest
import torch
import coremltools as ct
from coreml... | 420 | 14,358 |
mlflow | mlflow/genai/scorers/deepeval/models.py | .py | from __future__ import annotations
import json
from typing import Any
from deepeval.models.base_model import DeepEvalBaseLLM
from pydantic import ValidationError
from mlflow.genai.scorers.llm_backend import ScorerLLMClient
def _build_json_prompt_with_schema(prompt: str, schema) -> str:
return (
f"{prom... | 91 | 3,181 |
coremltools | deps/pybind11/tests/test_opaque_types.py | .py | from __future__ import annotations
import pytest
from pybind11_tests import ConstructorStats, UserType
from pybind11_tests import opaque_types as m
def test_string_list():
lst = m.StringList()
lst.push_back("Element 1")
lst.push_back("Element 2")
assert m.print_opaque_list(lst) == "Opaque list: [Ele... | 61 | 1,883 |
django-cms | cms/urls.py | .py |
from django.conf import settings
from django.urls import URLResolver, include, path, re_path
from django.urls.resolvers import RegexPattern
from django.utils.functional import cached_property
from cms import views
from cms.constants import SLUG_REGEXP
if settings.APPEND_SLASH:
regexp = r'^(?P<slug>%s)/$' % SLUG_... | 53 | 1,592 |
cvxpy | cvxpy/reductions/solvers/conic_solvers/glop_conif.py | .py | """
Copyright, the CVXPY authors
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
... | 240 | 9,641 |
returns | returns/contrib/mypy/_typeops/fallback.py | .py | from collections.abc import Callable
from functools import wraps
from typing import TypeVar
from mypy.types import AnyType, TypeOfAny
_CallableType = TypeVar('_CallableType', bound=Callable)
def asserts_fallback_to_any(function: _CallableType) -> _CallableType:
"""
Falls back to ``Any`` when some ``assert .... | 31 | 908 |
mlflow | tests/catboost/test_catboost_model_export.py | .py | import json
import os
from pathlib import Path
from typing import Any, NamedTuple
from unittest import mock
import catboost as cb
import numpy as np
import pandas as pd
import pytest
import yaml
from packaging.version import Version
from sklearn import datasets
from sklearn.pipeline import Pipeline
import mlflow.catb... | 539 | 20,242 |
onnx | onnx/backend/test/case/node/lppool.py | .py | # Copyright (c) ONNX Project Contributors
#
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations
import numpy as np
import onnx
from onnx.backend.test.case.base import Base
from onnx.backend.test.case.node import expect
from onnx.reference.ops.op_pool_common import (
get_output_shape_auto_pad,... | 299 | 9,007 |
saleor | saleor/graphql/checkout/tests/deprecated/test_checkout_customer_attach.py | .py | import graphene
from .....checkout.error_codes import CheckoutErrorCode
from ....tests.utils import assert_no_permission, get_graphql_content
CHECKOUT_CUSTOMER_ATTACH_MUTATION = """
mutation checkoutCustomerAttach($checkoutId: ID, $token: UUID) {
checkoutCustomerAttach(checkoutId: $checkoutId, token: $tok... | 120 | 4,158 |
wandb | wandb/sdk/lib/exit_hooks.py | .py | from __future__ import annotations
import sys
import traceback
from types import TracebackType
from typing import TYPE_CHECKING
import wandb
from wandb.errors import Error
if TYPE_CHECKING:
from typing import NoReturn
class ExitHooks:
exception: BaseException | None = None
def __init__(self) -> None:
... | 57 | 1,555 |
django-cms | cms/templatetags/cms_js_tags.py | .py | import json
from classytags.core import Options, Tag
from django import template
from django.utils.safestring import mark_safe
from sekizai.helpers import get_varname
from cms.utils.encoder import SafeJSONEncoder
from cms.utils.placeholder import rescan_placeholders_for_obj
register = template.Library()
@register.... | 72 | 2,053 |
textual | docs/examples/widgets/footer.py | .py | from textual.app import App, ComposeResult
from textual.binding import Binding
from textual.widgets import Footer
class FooterApp(App):
BINDINGS = [
Binding(key="q", action="quit", description="Quit the app"),
Binding(
key="question_mark",
action="help",
descrip... | 26 | 680 |
wagtail | wagtail/actions/move_page.py | .py | import logging
import swapper
from django.core.exceptions import PermissionDenied
from django.db import transaction
from treebeard.mp_tree import MP_MoveHandler
from wagtail.actions.base import BaseAction
from wagtail.log_actions import log
from wagtail.signals import post_page_move, pre_page_move
logger = logging.g... | 114 | 4,020 |
pyro | examples/rsa/generics.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
"""
Interpreting generic statements with RSA models of pragmatics.
Taken from:
[0] http://forestdb.org/models/generics.html
[1] https://gscontras.github.io/probLang/chapters/07-generics.html
"""
import argparse
import collections... | 185 | 5,389 |
ipython | examples/Embedding/start_ipython_config.py | .py | """Quick snippet explaining how to set config options when using start_ipython."""
# First create a config object from the traitlets library
from traitlets.config import Config
c = Config()
# Now we can set options as we would in a config file:
# c.Class.config_value = value
# For example, we can set the exec_lines... | 23 | 738 |
python-prompt-toolkit | src/prompt_toolkit/key_binding/bindings/vi.py | .py | # pylint: disable=function-redefined
from __future__ import annotations
import codecs
import string
from collections.abc import Callable, Iterable
from enum import Enum
from itertools import accumulate
from typing import TypeVar
from prompt_toolkit.application.current import get_app
from prompt_toolkit.buffer import ... | 2,235 | 75,622 |
mlflow | mlflow/cli/traces.py | .py | """
Comprehensive MLflow Traces CLI for managing trace data, assessments, and metadata.
This module provides a complete command-line interface for working with MLflow traces,
including search, retrieval, deletion, tagging, and assessment management. It supports
both table and JSON output formats with flexible field se... | 882 | 30,350 |
saleor | saleor/graphql/product/bulk_mutations/product_variant_bulk_delete.py | .py | from collections.abc import Iterable
import graphene
from django.conf import settings
from django.core.exceptions import ValidationError
from django.db import transaction
from django.db.models import Exists, OuterRef, Subquery
from django.db.models.fields import IntegerField
from django.db.models.functions import Coal... | 220 | 8,639 |
mlflow | tests/test_skinny_client_omits_data_science_libs.py | .py | import os
import pytest
@pytest.fixture(autouse=True)
def is_skinny():
if "MLFLOW_SKINNY" not in os.environ:
pytest.skip("This test is only valid for the skinny client")
def test_fails_import_flask():
import mlflow # noqa: F401
with pytest.raises(ImportError, match="flask"):
import fl... | 31 | 647 |
beam | sdks/python/apache_beam/runners/sdf_utils_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... | 139 | 5,878 |
saleor | saleor/graphql/order/mutations/order_lines_create.py | .py | from collections import defaultdict
import graphene
from django.core.exceptions import ValidationError
from ....account.models import User
from ....app.models import App
from ....core.taxes import TaxError
from ....core.tracing import traced_atomic_transaction
from ....order import events
from ....order import models... | 257 | 9,199 |
pyomo | doc/OnlineDocs/src/data/param3c.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 | 1,141 |
readthedocs.org | readthedocs/core/permissions.py | .py | """Objects for User permission checks."""
from django.conf import settings
from django.contrib.auth.models import User
from django.db.models import Q
from readthedocs.core.utils.extend import SettingsOverrideObject
from readthedocs.organizations.constants import ADMIN_ACCESS
from readthedocs.organizations.constants i... | 198 | 7,449 |
mlflow | tests/server/test_prometheus_exporter.py | .py | import pytest
from mlflow.server.prometheus_exporter import activate_prometheus_exporter
@pytest.fixture(autouse=True)
def mock_settings_env_vars(tmp_path, monkeypatch):
monkeypatch.setenv("PROMETHEUS_MULTIPROC_DIR", str(tmp_path))
@pytest.fixture
def app():
from mlflow.server import app
with app.app_... | 72 | 2,152 |
ipython | IPython/utils/syspathcontext.py | .py | from __future__ import annotations
import sys
from types import TracebackType
from typing import Literal, Self
class prepended_to_syspath:
"""A context for prepending a directory to sys.path for a second."""
dir: str
added: bool
def __init__(self, dir: str) -> None:
self.dir = dir
... | 40 | 947 |
onnxruntime | onnxruntime/test/testdata/abs_0d_input.py | .py | """
Run this script to recreate the original onnx model.
Example usage:
python abs_0d_input.py out_model_path.onnx
"""
import sys
from onnx import TensorProto, helper, save
def clear_field(proto, field):
proto.ClearField(field)
return proto
def order_repeated_field(repeated_proto, key_name, order):
or... | 59 | 1,845 |
bazel | third_party/py/abseil/absl/flags/_flag.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 ... | 489 | 17,271 |
lemur | lemur/tests/test_oauth.py | .py | from datetime import datetime, timedelta
from freezegun import freeze_time
from flask import current_app
from lemur.auth.views import * # noqa
from lemur.tests.conf import OAUTH_STATE_TOKEN_STALE_TOLERANCE_SECONDS, OAUTH_STATE_TOKEN_SECRET
def test_build_hmac(client):
from lemur.auth.views import build_hmac
... | 49 | 1,575 |
wagtail | wagtail/contrib/forms/models.py | .py | import datetime
import os
import swapper
from django.core.serializers.json import DjangoJSONEncoder
from django.core.validators import validate_email
from django.db import models
from django.template.response import TemplateResponse
from django.utils.formats import date_format
from django.utils.translation import gett... | 400 | 12,666 |
confluent-kafka-python | tests/integration/share_consumer_oauth/test_oauth_integration.py | .py | """End-to-end integration tests for ShareConsumer with OAUTHBEARER.
These cover the full SASL handshake, which the unit tests in
tests/test_ShareConsumer_callbacks.py cannot reach: the unit
test_oauthbearer_token_refresh_cb only checks that oauth_cb fires during
init, and the literal string 'token' it produces never r... | 205 | 7,867 |
tqdm | tests/tests_rlock.py | .py | from .tests_tqdm import StringIO, closing, importorskip, mark, skip
@mark.slow
def test_rlock_creation():
"""Test that importing tqdm does not create multiprocessing objects."""
mp = importorskip('multiprocessing')
if not hasattr(mp, 'get_context'):
skip("missing multiprocessing.get_context")
... | 39 | 1,520 |
hydra | hydra/compose.py | .py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
from typing import List, Optional
from omegaconf import DictConfig, open_dict
from hydra.core.global_hydra import GlobalHydra
from hydra.types import RunMode
def compose(
config_name: Optional[str] = None,
overrides: Optional[List[str]] ... | 47 | 1,341 |
openvino | src/frontends/tensorflow_lite/tests/test_models/gen_scripts/generate_quantize.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import sys
import tensorflow as tf
# Model:
# (float32)tensor_0[12] -> QUANTIZE -> (int8)tensor_1[12]
# QUANTIZE:
# scale: 0.25
# zero point: 16
sm_path = os.path.join(sys.argv[1], "quantize_int8")
tflite_model = b'\x08\x... | 28 | 3,675 |
black | tests/data/cases/target_version_flag.py | .py | # flags: --minimum-version=3.12 --target-version=py312
# this is invalid in versions below py312
class ClassA[T: str]:
def method1(self) -> T:
...
# output
# this is invalid in versions below py312
class ClassA[T: str]:
def method1(self) -> T: ...
| 11 | 265 |
openvino | docs/articles_en/assets/snippets/utils.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
#
import tempfile
import numpy as np
from sys import platform
import openvino as ov
import openvino.opset13 as ops
def get_dynamic_model():
param = ops.parameter(ov.PartialShape([-1, -1]), name="input")
return ov.Model(ops.rel... | 66 | 1,932 |
beam | sdks/python/apache_beam/examples/inference/tfx_bsl/build_tensorflow_model.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... | 147 | 6,004 |
probability | tensorflow_probability/python/distributions/mixture_same_family.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... | 746 | 31,019 |
pyomo | pyomo/dae/utilities.py | .py | # ____________________________________________________________________________________
#
# Pyomo: Python Optimization Modeling Objects
# Copyright (c) 2008-2026 National Technology and Engineering Solutions of Sandia, LLC
# Under the terms of Contract DE-NA0003525 with National Technology and Engineering
# Solutions of... | 2,828 | 71,371 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_qordered_matmul.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 217 | 8,325 |
coremltools | coremltools/optimize/torch/quantization/_coreml_quantizer_utils.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 as _itertools
from typing import Callable as _Callable
from typing import List as _L... | 785 | 27,954 |
pyro | pyro/distributions/relaxed_straight_through.py | .py | # Copyright (c) 2017-2019 Uber Technologies, Inc.
# SPDX-License-Identifier: Apache-2.0
import torch
from torch.distributions.utils import clamp_probs
from pyro.distributions.torch import RelaxedBernoulli, RelaxedOneHotCategorical
from pyro.distributions.util import copy_docs_from
@copy_docs_from(RelaxedOneHotCateg... | 104 | 3,637 |
sqlmap | thirdparty/fcrypt/__init__.py | .py | #!/usr/bin/env python
#Copyright (c) 2004, Carey Evans <careye@spamcop.net>
#All rights reserved.
#Redistribution and use in source and binary forms, with or without modification,
#are permitted provided that the following conditions are met:
#* Redistributions of source code must retain the above copyright notice,
... | 27 | 1,356 |
wandb | tests/unit_tests/test_artifacts/test_references_azure.py | .py | from __future__ import annotations
import unittest.mock
from pytest import fixture, mark
from wandb import Artifact
@fixture
def mock_azure_handler(): # noqa: C901
class BlobServiceClient:
def __init__(self, account_url, credential):
pass
def get_container_client(self, container):
... | 260 | 8,317 |
saleor | saleor/tests/e2e/orders/utils/order_update.py | .py | from ...account.utils.fragments import ADDRESS_FRAGMENT
from ...utils import get_graphql_content
ORDER_UPDATE_MUTATION = (
"""
mutation orderUpdate(
$id: ID
$externalReference: String
$input: OrderUpdateInput!
) {
orderUpdate(
id: $id
externalReferenc... | 62 | 1,299 |
wagtail | wagtail/contrib/table_block/templatetags/table_block_tags.py | .py | from django import template
from django.utils.html import format_html
register = template.Library()
@register.simple_tag(takes_context=True)
def cell_classname(context, row_index, col_index, table_header=None):
classnames = context.get("classnames")
if classnames:
if table_header is not None:
... | 46 | 1,334 |
mamba | micromamba/tests/test_config.py | .py | import os
import platform
import shutil
import subprocess
import textwrap
from pathlib import Path
import pytest
import yaml
from . import helpers
@pytest.fixture
def user_config_dir(tmp_home: Path):
"""Location of config files that are generated from mamba"""
maybe_xdg_config = os.getenv("XDG_CONFIG_DIR", ... | 807 | 30,052 |
kombu | kombu/transport/etcd.py | .py | """Etcd Transport module for Kombu.
It uses Etcd as a store to transport messages in Queues
It uses python-etcd for talking to Etcd's HTTP API
Features
========
* Type: Virtual
* Supports Direct: *Unreviewed*
* Supports Topic: *Unreviewed*
* Supports Fanout: *Unreviewed*
* Supports Priority: *Unreviewed*
* Supports ... | 301 | 8,644 |
jupytext | src/jupytext_config/labconfig.py | .py | """
helper to inspect / initialize jupyterlab labconfig settings
that are required to open jupytext notebooks in jupyterlab by default
when these settings are not present, a double click on a jupytext
notebook will cause jupyterlab to open it in an editor, i.e. as a text file
"""
import json
import logging
from pathli... | 83 | 2,473 |
ipython | IPython/core/interactiveshell.py | .py | """Main IPython class."""
#-----------------------------------------------------------------------------
# Copyright (C) 2001 Janko Hauser <jhauser@zscout.de>
# Copyright (C) 2001-2007 Fernando Perez. <fperez@colorado.edu>
# Copyright (C) 2008-2011 The IPython Development Team
#
# Distributed under the terms of t... | 4,243 | 164,967 |
mlflow | mlflow/utils/spark_utils.py | .py | def is_spark_connect_mode():
try:
from pyspark.sql.utils import is_remote
except ImportError:
return False
return is_remote()
def get_spark_dataframe_type():
if is_spark_connect_mode():
from pyspark.sql.connect.dataframe import DataFrame as SparkDataFrame
else:
from... | 16 | 395 |
wandb | wandb/data_types.py | .py | """This module defines data types for logging rich, interactive visualizations to W&B.
Data types include common media types, like images, audio, and videos,
flexible containers for information, like tables and HTML, and more.
For more on logging media, see [our guide](https://docs.wandb.ai/models/track/log/media)
F... | 69 | 2,338 |
probability | tensorflow_probability/python/math/ode/util_test.py | .py | # Copyright 2018 The TensorFlow Probability Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | 101 | 3,668 |
saleor | saleor/graphql/giftcard/bulk_mutations/gift_card_bulk_deactivate.py | .py | import graphene
from ....core.tracing import traced_atomic_transaction
from ....giftcard import events, models
from ....permission.enums import GiftcardPermissions
from ....webhook.event_types import WebhookEventAsyncType
from ....webhook.utils import get_webhooks_for_event
from ...app.dataloaders import get_app_promi... | 54 | 2,025 |
probability | tensorflow_probability/python/distributions/gaussian_process_regression_model_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... | 724 | 30,742 |
astropy | astropy/io/fits/hdu/table.py | .py | # Licensed under a 3-clause BSD style license - see PYFITS.rst
import csv
import math
import operator
import os
import re
import textwrap
import warnings
from contextlib import suppress
import numpy as np
# This module may have many dependencies on astropy.io.fits.column, but
# astropy.io.fits.column has fewer depe... | 1,568 | 60,945 |
readthedocs.org | readthedocs/search/views.py | .py | """Search views."""
import collections
from urllib.parse import urlencode
import structlog
from django.conf import settings
from django.http.response import HttpResponseRedirect
from django.urls import reverse
from django.views import View
from django.views.generic import TemplateView
from readthedocs.projects.model... | 175 | 5,734 |
luigi | test/scheduler_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... | 396 | 16,722 |
textual | tests/test_links.py | .py | from textual.app import App, ComposeResult
from textual.screen import Screen
from textual.widgets import Label
async def test_links() -> None:
"""Regression test for https://github.com/Textualize/textual/issues/4536"""
messages: list[str] = []
class LinkLabel(Label):
def action_bell_message(self,... | 38 | 1,391 |
sqlmap | plugins/dbms/informix/connector.py | .py | #!/usr/bin/env python
"""
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
try:
import ibm_db_dbi
except:
pass
import logging
from lib.core.common import getSafeExString
from lib.core.data import conf
from lib.core.data import logger
from lib.c... | 61 | 1,994 |
sqlmap | extra/beep/beep.py | .py | #!/usr/bin/env python
"""
beep.py - Make a beep sound
Copyright (c) 2006-2026 sqlmap developers (https://sqlmap.org)
See the file 'LICENSE' for copying permission
"""
import os
import sys
import wave
BEEP_WAV_FILENAME = os.path.join(os.path.dirname(__file__), "beep.wav")
def beep():
try:
if sys.platfor... | 104 | 2,964 |
pyfilesystem2 | fs/opener/tempfs.py | .py | # coding: utf-8
"""`TempFS` opener definition.
"""
from __future__ import absolute_import, print_function, unicode_literals
import typing
from .base import Opener
from .registry import registry
if typing.TYPE_CHECKING:
from typing import Text
from ..tempfs import TempFS # noqa: F401
from .parse import... | 38 | 785 |
kombu | kombu/transport/filesystem.py | .py | """File-system Transport module for kombu.
Transport using the file-system as the message store. Messages written to the
queue are stored in `data_folder_in` directory and
messages read from the queue are read from `data_folder_out` directory. Both
directories must be created manually. Simple example:
* Producer:
..... | 384 | 11,652 |
onnxruntime | orttraining/orttraining/python/training/ort_triton/_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import re
import uuid
from collections import defaultdict
from typing im... | 169 | 5,595 |
astropy | astropy/wcs/tests/test_wcsprm.py | .py | # Licensed under a 3-clause BSD style license - see LICENSE.rst
import gc
import locale
import re
import numpy as np
import pytest
from numpy.testing import assert_array_almost_equal, assert_array_equal
from packaging.version import Version
from astropy import units as u
from astropy.io import fits
from astropy.unit... | 1,250 | 28,851 |
readthedocs.org | readthedocs/domains/notifications.py | .py | """Notifications related to custom domains."""
import textwrap
from django.utils.translation import gettext_noop as _
from readthedocs.notifications.constants import INFO
from readthedocs.notifications.email import EmailNotification
from readthedocs.notifications.messages import Message
from readthedocs.notification... | 54 | 1,877 |
confluent-kafka-python | src/confluent_kafka/schema_registry/rules/cel/string_format.py | .py | # Copyright 2024 Confluent, Inc.
# Copyright 2023 Buf Technologies, 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 require... | 199 | 7,784 |
saleor | saleor/product/tests/fixtures/variant.py | .py | import datetime
from decimal import Decimal
import pytest
from django.utils import timezone
from ....warehouse.models import Stock
from ... import ProductTypeKind
from ...models import (
Product,
ProductChannelListing,
ProductMedia,
ProductType,
ProductVariant,
ProductVariantChannelListing,
... | 348 | 11,275 |
sqlmap | thirdparty/chardet/langhebrewmodel.py | .py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from .sbcharsetprober import SingleByteCharSetModel
# 3: Positive
# 2: Likely
# 1: Unlikely
# 0: Negative
HEBREW_LANG_MODEL = {
50: { # 'a'
50: 0, # 'a'
60: 1, # 'c'
61: 1, # 'd'
42: 1, # 'e'
53: 1, # 'i'
56: 2, ... | 4,384 | 98,757 |
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