input string | label int64 | sample_id string | category string | repo_id string |
|---|---|---|---|---|
from __future__ import annotations
from functools import wraps
from typing import TYPE_CHECKING, Any, ParamSpec
import pytest
from twisted.internet.defer import Deferred, inlineCallbacks
from scrapy.utils.defer import deferred_from_coro, deferred_to_future
from scrapy.utils.reactor import is_reactor_installed
if TY... | 1 | scrapy/scrapy:tests/utils/decorators.py | test | scrapy/scrapy |
from typing import Any
from pydantic import BaseModel
from crewai_tools.tools.brave_search_tool.base import BraveSearchToolBase
from crewai_tools.tools.brave_search_tool.response_types import LocalPOIs
from crewai_tools.tools.brave_search_tool.schemas import (
LocalPOIsDescriptionHeaders,
LocalPOIsDescription... | 0 | crewAIInc/crewAI:lib/crewai-tools/src/crewai_tools/tools/brave_search_tool/brave_local_pois_tool.py | unknown | crewAIInc/crewAI |
# 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 u... | 0 | apache/airflow:airflow-core/src/airflow/api_fastapi/core_api/routes/ui/dashboard.py | unknown | apache/airflow |
import os
import shlex
import subprocess
import sys
import json
import sysconfig
import pytest
component_template = """
from dash_generator_test_component_typescript import TypeScriptComponent
t = TypeScriptComponent({0})
"""
basic_app_template = """
from dash import Dash, html, dcc, callback, Input, Output
app = ... | 1 | plotly/dash:tests/compliance/test_typing.py | test | plotly/dash |
import numpy as np
from metadrive.component.sensors.rgb_camera import RGBCamera
from panda3d.core import Texture, GraphicsOutput
class CopyRamRGBCamera(RGBCamera):
"""Camera which copies its content into RAM during the render process, for faster image grabbing."""
def __init__(self, *args, **kwargs):
super()... | 0 | commaai/openpilot:tools/sim/bridge/metadrive/metadrive_common.py | unknown | commaai/openpilot |
"""
Example: Interrupt System Implementation
This example demonstrates how to implement a robust interrupt system
that allows users to interrupt the bot mid-sentence.
"""
import asyncio
import threading
from typing import Any
from dataclasses import dataclass
import logging
logger = logging.getLogger(__name__)
# =... | 1 | sickn33/antigravity-awesome-skills:skills/voice-ai-engine-development/examples/interrupt_system_example.py | function_complex | sickn33/antigravity-awesome-skills |
"""Base class for Aladdin Connect entities."""
from genie_partner_sdk.client import AladdinConnectClient
from genie_partner_sdk.model import GarageDoor
from homeassistant.helpers.device_registry import DeviceInfo
from homeassistant.helpers.update_coordinator import CoordinatorEntity
from .const import DOMAIN
from .c... | 0 | home-assistant/core:homeassistant/components/aladdin_connect/entity.py | unknown | home-assistant/core |
"""AIO Sandbox Provider — orchestrates sandbox lifecycle with pluggable backends.
This provider composes two abstractions:
- SandboxBackend: how sandboxes are provisioned (local container vs remote/K8s)
- SandboxStateStore: how thread→sandbox mappings are persisted (file vs Redis)
The provider itself handles:
- In-pr... | 1 | bytedance/deer-flow:backend/src/community/aio_sandbox/aio_sandbox_provider.py | function_complex | bytedance/deer-flow |
"""
Functions to parse datetime objects.
We're using regular expressions rather than time.strptime because:
- They provide both validation and parsing.
- They're more flexible for datetimes.
- The date/datetime/time constructors produce friendlier error messages.
Stolen from https://raw.githubusercontent.com/django/d... | 0 | pydantic/pydantic:pydantic/v1/datetime_parse.py | unknown | pydantic/pydantic |
#!/usr/bin/env python3
"""
Sync Microsoft Skills Repository - v4 (Flat Structure)
Reads each SKILL.md frontmatter 'name' field and uses it as a flat directory
name under skills/ to comply with the repository's indexing conventions.
"""
import re
import shutil
import subprocess
import tempfile
import json
from pathlib ... | 0 | sickn33/antigravity-awesome-skills:tools/scripts/sync_microsoft_skills.py | unknown | sickn33/antigravity-awesome-skills |
"""Base retriever."""
from abc import abstractmethod
from typing import Any, Dict, List, Optional
from llama_index.core.base.base_query_engine import BaseQueryEngine
from llama_index.core.callbacks.base import CallbackManager
from llama_index.core.callbacks.schema import CBEventType, EventPayload
from llama_index.cor... | 0 | run-llama/llama_index:llama-index-core/llama_index/core/base/base_retriever.py | unknown | run-llama/llama_index |
from unittest.mock import MagicMock, patch
from django.contrib.contenttypes.models import ContentType
from django.core.exceptions import ObjectDoesNotExist
from django.test import TestCase
from core.choices import ObjectChangeActionChoices
from core.models import DataSource, Job, ObjectType
from dcim.models import De... | 0 | netbox-community/netbox:netbox/core/tests/test_models.py | unknown | netbox-community/netbox |
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# 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 appl... | 0 | huggingface/lerobot:src/lerobot/configs/policies.py | unknown | huggingface/lerobot |
from typing import TYPE_CHECKING, Optional
if TYPE_CHECKING:
from typing import Any
from docling_core.types.doc.document import (
DocItemLabel,
DoclingDocument,
Formatting,
GroupLabel,
NodeItem,
)
from pylatexenc.latexwalker import LatexEnvironmentNode, LatexMacroNode
from docling.backend.lat... | 0 | docling-project/docling:docling/backend/latex/handlers/environments.py | unknown | docling-project/docling |
"""
Add system_metadata and job_id columns to asset_references.
Change preview_id FK from assets.id to asset_references.id.
Revision ID: 0003_add_metadata_job_id
Revises: 0002_merge_to_asset_references
Create Date: 2026-03-09
"""
from alembic import op
import sqlalchemy as sa
from app.database.models import NAMING_C... | 0 | Comfy-Org/ComfyUI:alembic_db/versions/0003_add_metadata_job_id.py | unknown | Comfy-Org/ComfyUI |
import logging
from typing import Any
import litellm
from strix.config.config import Config, resolve_llm_config
logger = logging.getLogger(__name__)
MAX_TOTAL_TOKENS = 100_000
MIN_RECENT_MESSAGES = 15
SUMMARY_PROMPT_TEMPLATE = """You are an agent performing context
condensation for a security agent. Your job is ... | 1 | usestrix/strix:strix/llm/memory_compressor.py | function_complex | usestrix/strix |
"""Global configuration state and functions for management"""
# Authors: The scikit-learn developers
# SPDX-License-Identifier: BSD-3-Clause
import os
import threading
from contextlib import contextmanager as contextmanager
_global_config = {
"assume_finite": bool(os.environ.get("SKLEARN_ASSUME_FINITE", False)),... | 0 | scikit-learn/scikit-learn:sklearn/_config.py | unknown | scikit-learn/scikit-learn |
"""Autoscaler monitoring loop daemon.
See autoscaler._private/monitor.py for the legacy implementation. All the legacy flags
are supported here, but the new implementation uses the new autoscaler v2.
"""
import argparse
import logging
import os
import sys
import time
from typing import Optional
import ray
import ray... | 0 | ray-project/ray:python/ray/autoscaler/v2/monitor.py | unknown | ray-project/ray |
# Copyright (c) ONNX Project Contributors
#
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations
from typing import Any
import numpy as np
import onnx
from onnx.backend.test.case.base import Base
from onnx.backend.test.case.node import expect
class RNNHelper:
def __init__(self, **params: An... | 0 | onnx/onnx:onnx/backend/test/case/node/rnn.py | unknown | onnx/onnx |
"""
Inverse kinematics for rigid body entities.
This module contains the inverse kinematics kernel for computing joint configurations
that achieve desired end-effector poses.
"""
import quadrants as qd
import genesis as gs
import genesis.utils.geom as gu
import genesis.utils.linalg as lu
import genesis.utils.array_c... | 1 | Genesis-Embodied-AI/Genesis:genesis/engine/solvers/rigid/abd/inverse_kinematics.py | function_complex | Genesis-Embodied-AI/Genesis |
#!/usr/bin/env python
#
# A library that provides a Python interface to the Telegram Bot API
# Copyright (C) 2015-2026
# Leandro Toledo de Souza <devs@python-telegram-bot.org>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser Public License as published by
#... | 1 | python-telegram-bot/python-telegram-bot:tests/test_suggestedpost.py | test | python-telegram-bot/python-telegram-bot |
"""
Followups — Streaming
=====================
Stream the main response token-by-token and capture followup suggestions
via events at the end.
Key concepts:
- stream=True, stream_events=True: enables streaming with events
- RunEvent.run_content: tokens of the main response
- RunEvent.followups_completed: carries the... | 0 | agno-agi/agno:cookbook/02_agents/02_input_output/followup_suggestions_streaming.py | unknown | agno-agi/agno |
"""
On-Page SEO Audit & Optimization Team built with Google ADK.
The workflow runs three specialized agents in sequence:
1. Page Auditor → scrapes the target URL with Firecrawl and extracts the structural audit + keyword focus.
2. SERP Analyst → performs competitive analysis with Google Search using the discovered pri... | 1 | Shubhamsaboo/awesome-llm-apps:advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team/agent.py | documentation | Shubhamsaboo/awesome-llm-apps |
import logging
from langchain.agents import create_agent
from langchain.agents.middleware import SummarizationMiddleware
from langchain_core.runnables import RunnableConfig
from deerflow.agents.lead_agent.prompt import apply_prompt_template
from deerflow.agents.middlewares.clarification_middleware import Clarificatio... | 0 | bytedance/deer-flow:backend/packages/harness/deerflow/agents/lead_agent/agent.py | unknown | bytedance/deer-flow |
from __future__ import annotations
from typing import TYPE_CHECKING, AsyncIterator, Iterator, List, Optional, Tuple
from agno.models.base import Model
from agno.models.message import Message
from agno.utils.log import logger
if TYPE_CHECKING:
from agno.metrics import RunMetrics
def is_anthropic_reasoning_model... | 1 | agno-agi/agno:libs/agno/agno/reasoning/anthropic.py | function_complex | agno-agi/agno |
# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
from typing import Union, Iterable, Optional
from typing_extensions import Literal, Required, TypeAlias, TypedDict
from .custom_tool_param import CustomToolParam
__all__ = ["NamespaceToolParam", ... | 0 | openai/openai-python:src/openai/types/responses/namespace_tool_param.py | unknown | openai/openai-python |
from datetime import timedelta
from typing import TYPE_CHECKING, Any
import orjson
from django.conf import settings
from django.test import override_settings
from django.utils.timezone import now as timezone_now
from typing_extensions import override
from analytics.models import StreamCount
from zerver.actions.stream... | 1 | zulip/zulip:zerver/tests/test_channel_fetch.py | test | zulip/zulip |
"""Agent skill configuration models."""
from dataclasses import dataclass, field, replace
from pathlib import Path
from typing import Any, Dict, List, Mapping
import yaml
from entity.configs.base import (
BaseConfig,
ConfigError,
ConfigFieldSpec,
EnumOption,
optional_bool,
extend_path,
re... | 0 | OpenBMB/ChatDev:entity/configs/node/skills.py | unknown | OpenBMB/ChatDev |
"""Reddit thread enrichment with real engagement metrics."""
import re
from typing import Any, Dict, List, Optional
from urllib.parse import urlparse
from . import http, dates
def extract_reddit_path(url: str) -> Optional[str]:
"""Extract the path from a Reddit URL.
Args:
url: Reddit URL
Retur... | 1 | sickn33/antigravity-awesome-skills:skills/last30days/scripts/lib/reddit_enrich.py | function_complex | sickn33/antigravity-awesome-skills |
"""
Tests for Cursor .mdc frontmatter generation (issue #669).
Verifies that update-agent-context.sh properly prepends YAML frontmatter
to .mdc files so that Cursor IDE auto-includes the rules.
"""
import os
import shutil
import subprocess
import textwrap
import pytest
SCRIPT_PATH = os.path.join(
os.path.dirnam... | 1 | github/spec-kit:tests/test_cursor_frontmatter.py | test | github/spec-kit |
"""Image generation provider for GPT Researcher.
This module provides image generation capabilities using Google's Gemini/Imagen
models via the google.genai SDK.
Supported models:
- Gemini image models (free tier): models/gemini-2.5-flash-image
- Imagen models (requires billing): imagen-4.0-generate-001
"""
import a... | 1 | assafelovic/gpt-researcher:gpt_researcher/llm_provider/image/image_generator.py | function_complex | assafelovic/gpt-researcher |
import shutil
from pathlib import Path
import pytest
@pytest.mark.integration
@pytest.mark.install
@pytest.mark.editable
@pytest.mark.vcs
def test_editable_vcs_reinstall(pipenv_instance_private_pypi):
"""Test that editable VCS dependencies are reinstalled when the source checkout is missing."""
with pipenv_i... | 1 | pypa/pipenv:tests/integration/test_editable_vcs.py | test | pypa/pipenv |
# Copyright (c) ONNX Project Contributors
#
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations
from typing import TYPE_CHECKING, Any
if TYPE_CHECKING:
from collections.abc import Sequence
import numpy as np
import onnx
from onnx.backend.test.case.base import Base
from onnx.backend.test.cas... | 0 | onnx/onnx:onnx/backend/test/case/node/scatterelements.py | unknown | onnx/onnx |
__package__ = 'archivebox.api'
import json
from io import StringIO
from typing import List, Dict, Any, Optional
from enum import Enum
from django.http import HttpRequest
from ninja import Router, Schema
from archivebox.misc.util import ansi_to_html
from archivebox.config.common import ARCHIVING_CONFIG
# from .aut... | 0 | ArchiveBox/ArchiveBox:archivebox/api/v1_cli.py | unknown | ArchiveBox/ArchiveBox |
# Copyright 2026 Marimo. All rights reserved.
from __future__ import annotations
from typing import Literal, NewType, Optional
import msgspec
# Type-safe server identifier
LspServerId = NewType("LspServerId", str)
# Status enum for LSP server health
LspServerStatus = Literal[
"starting", # process launched, in... | 1 | marimo-team/marimo:marimo/_server/models/lsp.py | function_simple | marimo-team/marimo |
"""Shared type declarations for the Apache Solr vector store integration."""
from typing import TypedDict
from pydantic import BaseModel
from typing_extensions import NotRequired
class BoostedTextField(BaseModel):
"""
A text field with an optional boost value for Solr queries.
This model represents a S... | 1 | run-llama/llama_index:llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/vector_stores/solr/types.py | documentation | run-llama/llama_index |
"""Shared HuggingFace-based helpers for image-classification engines."""
from __future__ import annotations
from pathlib import Path
from typing import TYPE_CHECKING, Any, Iterable, Optional, Union
import numpy as np
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.models.inference_... | 1 | docling-project/docling:docling/models/inference_engines/image_classification/hf_base.py | function_simple | docling-project/docling |
import pyray as rl
from cereal import log, messaging
from msgq.visionipc import VisionStreamType
from openpilot.selfdrive.ui.mici.onroad.cameraview import CameraView
from openpilot.selfdrive.ui.mici.onroad.driver_state import DriverStateRenderer
from openpilot.selfdrive.ui.ui_state import ui_state, device
from openpilo... | 1 | commaai/openpilot:selfdrive/ui/mici/onroad/driver_camera_dialog.py | function_complex | commaai/openpilot |
"""Content type negotiation for A2A protocol.
This module handles negotiation of input/output MIME types between A2A clients
and servers based on AgentCard capabilities.
"""
from __future__ import annotations
from dataclasses import dataclass
from typing import TYPE_CHECKING, Annotated, Final, Literal, cast
from a2... | 1 | crewAIInc/crewAI:lib/crewai/src/crewai/a2a/utils/content_type.py | function_complex | crewAIInc/crewAI |
import torch
from typing_extensions import override
from comfy_api.latest import IO, ComfyExtension
from comfy_api_nodes.apis.pixverse import (
PixverseTextVideoRequest,
PixverseImageVideoRequest,
PixverseTransitionVideoRequest,
PixverseImageUploadResponse,
PixverseVideoResponse,
PixverseGenerat... | 1 | Comfy-Org/ComfyUI:comfy_api_nodes/nodes_pixverse.py | function_complex | Comfy-Org/ComfyUI |
from warnings import warn
from django.forms import Media
from django.utils import translation
from django.utils.translation import gettext_lazy as _
from wagtail import hooks
from wagtail.admin.ui.components import Component
from wagtail.admin.utils import get_admin_base_url
from wagtail.coreutils import accepts_kwar... | 0 | wagtail/wagtail:wagtail/admin/userbar.py | unknown | wagtail/wagtail |
"""
Copyright 2024, Zep Software, 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 writing, sof... | 0 | getzep/graphiti:graphiti_core/errors.py | unknown | getzep/graphiti |
import logging
import subprocess
logger = logging.getLogger(__name__)
def safe_run_cmd(cmd_args, shell=False):
if shell:
raise ValueError("shell=True is not allowed in safe_run_cmd. " "Pass command as a list with shell=False.")
cmd_args = [str(arg) for arg in cmd_args]
try:
return subproc... | 1 | jumpserver/jumpserver:apps/common/utils/safe.py | function_simple | jumpserver/jumpserver |
import json
import os
import logging
import queue
import torch
import numpy as np
from torch.utils.dlpack import to_dlpack
import triton_python_backend_utils as pb_utils
from hyperpyyaml import load_hyperpyyaml
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
logg... | 0 | FunAudioLLM/CosyVoice:runtime/triton_trtllm/model_repo_cosyvoice3/token2wav/1/model.py | unknown | FunAudioLLM/CosyVoice |
#!/usr/bin/env python
#
# A library that provides a Python interface to the Telegram Bot API
# Copyright (C) 2015-2026
# Leandro Toledo de Souza <devs@python-telegram-bot.org>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser Public License as published by
#... | 0 | python-telegram-bot/python-telegram-bot:src/telegram/_version.py | unknown | python-telegram-bot/python-telegram-bot |
"""
File and file system-related tools, specifically for
* listing directory contents
* reading files
* creating files
* editing at the file level
"""
import os
from collections import defaultdict
from fnmatch import fnmatch
from pathlib import Path
from typing import Literal
from serena.tools import SUCCESS_... | 1 | oraios/serena:src/serena/tools/file_tools.py | documentation | oraios/serena |
#!/usr/bin/env python3
"""Ensure keyword arguments use spaces around '=', prune redundant pass statements."""
from __future__ import annotations
import ast
import argparse
import io
import sys
import tokenize
from collections import defaultdict
from pathlib import Path
def enforce_spacing(text: str) -> tuple[str, b... | 1 | unslothai/unsloth:scripts/enforce_kwargs_spacing.py | function_complex | unslothai/unsloth |
"""
Provides Elm specific instantiation of the LanguageServer class. Contains various configurations and settings specific to Elm.
"""
import logging
import os
import pathlib
import shutil
import threading
from overrides import override
from sensai.util.logging import LogTime
from solidlsp.ls import SolidLanguageSer... | 1 | oraios/serena:src/solidlsp/language_servers/elm_language_server.py | function_complex | oraios/serena |
from unittest.mock import MagicMock
import pytest
from scrapy import signals
from scrapy.exceptions import NotConfigured
from scrapy.extensions import statsmailer
from scrapy.mail import MailSender
from scrapy.signalmanager import SignalManager
from scrapy.statscollectors import StatsCollector
from scrapy.utils.spide... | 1 | scrapy/scrapy:tests/test_extension_statsmailer.py | test | scrapy/scrapy |
import time
from dataclasses import dataclass, field
from typing import Callable, cast
import mlx.core as mx
from mlx_lm.generate import (
BatchGenerator as MlxBatchGenerator,
)
from mlx_lm.models.cache import RotatingKVCache
from mlx_lm.sample_utils import make_logits_processors, make_sampler
from mlx_lm.tokenize... | 0 | exo-explore/exo:src/exo/worker/engines/mlx/generator/batch_generate.py | unknown | exo-explore/exo |
#Original code can be found on: https://github.com/black-forest-labs/flux
from dataclasses import dataclass
import torch
from torch import Tensor, nn
from einops import rearrange, repeat
import comfy.ldm.common_dit
import comfy.patcher_extension
from .layers import (
DoubleStreamBlock,
EmbedND,
LastLayer... | 0 | Comfy-Org/ComfyUI:comfy/ldm/flux/model.py | unknown | Comfy-Org/ComfyUI |
from __future__ import annotations
from datetime import datetime, timezone
from uuid import UUID, uuid4
from pydantic import BaseModel, computed_field, field_serializer
from pydantic import Field as PydanticField
from sqlalchemy import CheckConstraint, Column, DateTime, ForeignKey, UniqueConstraint, func
from sqlmode... | 0 | langflow-ai/langflow:src/backend/base/langflow/services/database/models/flow_version/model.py | unknown | langflow-ai/langflow |
from unittest.mock import MagicMock, Mock, patch
import pytest
from rich.console import Console
from rich.text import Text
from agno.agent import Agent
from agno.models.openai import OpenAIChat
def test_print_response_with_message_panel():
"""Test that print_response creates a message panel when show_message=Tr... | 1 | agno-agi/agno:libs/agno/tests/integration/agent/test_print_response.py | test | agno-agi/agno |
"""
Script to run GPT-Researcher queries and evaluate them for hallucination.
"""
import json
import logging
import random
import asyncio
import argparse
import os
from pathlib import Path
from typing import Dict, List, Optional
from dotenv import load_dotenv
from gpt_researcher.agent import GPTResearcher
from gpt_res... | 1 | assafelovic/gpt-researcher:evals/hallucination_eval/run_eval.py | function_complex | assafelovic/gpt-researcher |
# pragma pylint: disable=missing-docstring, W0212, line-too-long, C0103, unused-argument
from copy import deepcopy
from unittest.mock import MagicMock
import pandas as pd
import pytest
from freqtrade.configuration import TimeRange
from freqtrade.data import history
from freqtrade.data.history import get_timerange
fr... | 0 | freqtrade/freqtrade:tests/optimize/test_backtesting_adjust_position.py | unknown | freqtrade/freqtrade |
import logging
import re
import uuid
from pathlib import Path
from django.conf import settings
from django.contrib.auth.models import User
from django.utils import timezone
from documents.data_models import ConsumableDocument
from documents.data_models import DocumentMetadataOverrides
from documents.mail import Email... | 1 | paperless-ngx/paperless-ngx:src/documents/workflows/actions.py | function_complex | paperless-ngx/paperless-ngx |
import pytest
import torch
from torch_geometric.llm.utils.vectorrag import DocumentRetriever
from torch_geometric.testing import onlyRAG
@pytest.fixture
def sample_documents():
"""Fixture providing sample documents for testing."""
return [
"This is the first test document.",
"This is the seco... | 1 | pyg-team/pytorch_geometric:test/llm/utils/test_vectorrag.py | test | pyg-team/pytorch_geometric |
import numpy as np
from dspy.clients import Embedder
from dspy.primitives import Example
class KNN:
def __init__(self, k: int, trainset: list[Example], vectorizer: Embedder):
"""
A k-nearest neighbors retriever that finds similar examples from a training set.
Args:
k: Number ... | 0 | stanfordnlp/dspy:dspy/predict/knn.py | unknown | stanfordnlp/dspy |
import warnings
from asyncio import sleep
import pytest
from scrapy import Spider, signals
from scrapy.exceptions import ScrapyDeprecationWarning
from scrapy.utils.defer import maybe_deferred_to_future
from scrapy.utils.test import get_crawler
from tests.test_spider_start import SLEEP_SECONDS
from .utils import twis... | 1 | scrapy/scrapy:tests/test_spidermiddleware_process_start.py | test | scrapy/scrapy |
"""Execution policies for the persistent shell middleware."""
from __future__ import annotations
import abc
import json
import os
import shutil
import subprocess
import sys
import typing
from collections.abc import Mapping, Sequence
from dataclasses import dataclass, field
from pathlib import Path
try: # pragma: no... | 1 | langchain-ai/langchain:libs/langchain_v1/langchain/agents/middleware/_execution.py | function_complex | langchain-ai/langchain |
import os
import pytest
from solidlsp import SolidLanguageServer
from solidlsp.ls_config import Language
from solidlsp.ls_utils import SymbolUtils
from test.conftest import is_ci
# Kotlin LSP (IntelliJ-based, pre-alpha v261) crashes on JVM restart under CI resource constraints
# (2 CPUs, 7GB RAM). First start succe... | 1 | oraios/serena:test/solidlsp/kotlin/test_kotlin_basic.py | test | oraios/serena |
import pytest
from scrapling.engines.toolbelt.custom import StatusText, Response
from scrapling.engines.toolbelt.navigation import (
construct_proxy_dict,
create_intercept_handler,
create_async_intercept_handler,
)
from scrapling.engines.toolbelt.fingerprints import (
get_os_name,
generate_headers
... | 0 | D4Vinci/Scrapling:tests/fetchers/test_utils.py | unknown | D4Vinci/Scrapling |
import re
from dataclasses import dataclass
from pathlib import Path
from typing import TYPE_CHECKING, Dict, List, Optional
import pyarrow as pa
from huggingface_hub import HfApi
import datasets
from datasets import Audio, Image, Video
from datasets.builder import Key
from datasets.table import table_cast
from datase... | 1 | huggingface/datasets:src/datasets/packaged_modules/lance/lance.py | function_complex | huggingface/datasets |
"""
Project Euler Problem 9: https://projecteuler.net/problem=9
Special Pythagorean triplet
A Pythagorean triplet is a set of three natural numbers, a < b < c, for which,
a^2 + b^2 = c^2.
For example, 3^2 + 4^2 = 9 + 16 = 25 = 5^2.
There exists exactly one Pythagorean triplet for which a + b + c = 1000.
Find t... | 1 | TheAlgorithms/Python:project_euler/problem_009/sol4.py | documentation | TheAlgorithms/Python |
def _setup_env(monkeypatch):
monkeypatch.setenv("DOCLING_PERF_PAGE_BATCH_SIZE", "12")
monkeypatch.setenv("DOCLING_DEBUG_VISUALIZE_RAW_LAYOUT", "True")
monkeypatch.setenv("DOCLING_ARTIFACTS_PATH", "/path/to/artifacts")
monkeypatch.setenv("DOCLING_INFERENCE_COMPILE_TORCH_MODELS", "True")
def test_settin... | 1 | docling-project/docling:tests/test_settings_load.py | test | docling-project/docling |
import re
from typing import Dict, List
import numpy as np
import trimesh
from pxr import Usd, UsdGeom, UsdPhysics
import genesis as gs
from genesis.utils import geom as gu
from .usd_context import UsdContext
from .usd_utils import AXES_T, usd_attr_array_to_numpy, usd_primvar_array_to_numpy
def geom_exception(geom... | 1 | Genesis-Embodied-AI/Genesis:genesis/utils/usd/usd_geometry.py | function_complex | Genesis-Embodied-AI/Genesis |
# HumanEval/147
# Loki Mode Multi-Agent Solution
# Attempts: 1
# Passed: True
def get_max_triples(n):
"""
You are given a positive integer n. You have to create an integer array a of length n.
For each i (1 ≤ i ≤ n), the value of a[i] = i * i - i + 1.
Return the number of triples (a[i], a[j], a... | 1 | davila7/claude-code-templates:cli-tool/components/skills/ai-research/loki-mode/benchmarks/results/humaneval-loki-solutions/147.py | documentation | davila7/claude-code-templates |
"""Auto-discovery for built-in channel modules and external plugins."""
from __future__ import annotations
import importlib
import pkgutil
from typing import TYPE_CHECKING
from loguru import logger
if TYPE_CHECKING:
from nanobot.channels.base import BaseChannel
_INTERNAL = frozenset({"base", "manager", "regist... | 0 | HKUDS/nanobot:nanobot/channels/registry.py | unknown | HKUDS/nanobot |
"""
LightRAG Demo with OpenSearch + OpenAI
This example demonstrates how to use LightRAG with:
- OpenAI (LLM + Embeddings)
- OpenSearch-backed storages for:
- KV storage
- Vector storage (k-NN)
- Graph storage (dual-index nodes + edges)
- Document status storage
Prerequisites:
1. OpenSearch cluster running an... | 0 | HKUDS/LightRAG:examples/lightrag_openai_opensearch_graph_demo.py | unknown | HKUDS/LightRAG |
"""Factory helpers for node executors.
Create and manage executors for different node types.
"""
from typing import Dict
from runtime.node.executor.base import NodeExecutor, ExecutionContext
from runtime.node.registry import iter_node_registrations
class NodeExecutorFactory:
"""Factory class that instantiates ... | 1 | OpenBMB/ChatDev:runtime/node/executor/factory.py | documentation | OpenBMB/ChatDev |
# Zulip's OpenAPI-based API documentation system is documented at
# https://zulip.readthedocs.io/en/latest/documentation/api.html
#
# This file contains helper functions for generating cURL examples
# based on Zulip's OpenAPI definitions, as well as test setup and
# fetching of appropriate parameter values to use whe... | 0 | zulip/zulip:zerver/openapi/curl_param_value_generators.py | unknown | zulip/zulip |
import uuid
from datetime import UTC, datetime
from typing import Any
from strix.tools.registry import register_tool
_notes_storage: dict[str, dict[str, Any]] = {}
def _filter_notes(
category: str | None = None,
tags: list[str] | None = None,
search_query: str | None = None,
) -> list[dict[str, Any]]:
... | 1 | usestrix/strix:strix/tools/notes/notes_actions.py | function_complex | usestrix/strix |
#!/usr/bin/env python3
"""Handles updating of an alignments file from an older version to the current version."""
from __future__ import annotations
import logging
import os
import typing as T
import numpy as np
from lib.logger import parse_class_init
from lib.utils import get_module_objects, VIDEO_EXTENSIONS
logge... | 0 | deepfakes/faceswap:lib/align/updater.py | unknown | deepfakes/faceswap |
"""
Make Sentence
For a given string and dictionary, count how many sentences can be formed
from the string such that all words are contained in the dictionary.
Reference: https://en.wikipedia.org/wiki/Word_break_problem
Complexity:
Time: O(2^n) worst case due to recursive exploration
Space: O(n) recursion ... | 1 | keon/algorithms:algorithms/string/make_sentence.py | documentation | keon/algorithms |
import django_filters
import graphene
from django.db.models import Q
from ....product.models import Category
from ...core.doc_category import DOC_CATEGORY_PRODUCTS
from ...core.filters import (
FilterInputObjectType,
GlobalIDMultipleChoiceFilter,
GlobalIDMultipleChoiceWhereFilter,
ListObjectTypeFilter,... | 1 | saleor/saleor:saleor/graphql/product/filters/category.py | function_simple | saleor/saleor |
#! /usr/env/bin/python3
""" Handles interfacing between Faceswap Configs and ConfigParser .ini files """
from __future__ import annotations
import logging
import os
import textwrap
import typing as T
from configparser import ConfigParser
from lib.logger import parse_class_init
from lib.utils import get_module_object... | 1 | deepfakes/faceswap:lib/config/ini.py | documentation | deepfakes/faceswap |
"""
Custom adapter for improving structured outputs using the information from Pydantic models.
Based on the format used by BAML: https://github.com/BoundaryML/baml
"""
import inspect
import types
from typing import Any, Literal, Union, get_args, get_origin
from pydantic import BaseModel
from dspy.adapters.json_adap... | 1 | stanfordnlp/dspy:dspy/adapters/baml_adapter.py | function_complex | stanfordnlp/dspy |
"""
Cloud management client for connecting to the LinkAI control console.
Handles remote configuration sync, message push, and skill management
via the LinkAI socket protocol.
"""
from bridge.context import Context, ContextType
from bridge.reply import Reply, ReplyType
from common.log import logger
from linkai import... | 1 | zhayujie/chatgpt-on-wechat:common/cloud_client.py | function_complex | zhayujie/chatgpt-on-wechat |
import json
import os
from typing import Dict
from utils.config import config, resource_path
_LOCALES_CACHE: Dict[str, Dict[str, str]] = {}
_CURRENT_LANG = None
_TRANSLATIONS: Dict[str, str] = {}
def _load_locale(lang: str) -> Dict[str, str]:
global _LOCALES_CACHE
if lang in _LOCALES_CACHE:
return _... | 1 | Guovin/iptv-api:utils/i18n.py | function_simple | Guovin/iptv-api |
# This script is based on examples/lily_finetuning/lily_finetuning.py
import os
import torch
from datasets import load_dataset
from transformers import (
AutoModelForCausalLM,
AutoTokenizer,
DataCollatorForLanguageModeling,
Trainer,
TrainingArguments,
)
from peft import PeanutConfig, get_peft_mode... | 0 | huggingface/peft:examples/peanut_finetuning/peanut_finetuning.py | unknown | huggingface/peft |
import time
from collections import defaultdict
from dataclasses import asdict, dataclass, field
from django.db import transaction
from django.db.models import F
from django.utils.timezone import now as timezone_now
from django.utils.translation import gettext as _
from analytics.lib.counts import COUNT_STATS, do_inc... | 0 | zulip/zulip:zerver/actions/message_flags.py | unknown | zulip/zulip |
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
ColQwen3 late interaction model for multi-modal retrieval and reranking.
ColQwen3 extends Qwen3-VL with a ColBERT-style late interaction head,
producing per-token embeddings for both text and image inputs. It... | 1 | vllm-project/vllm:vllm/model_executor/models/colqwen3.py | license | vllm-project/vllm |
from django.core.management import call_command
from django.core.management.base import CommandError
from rest_framework import status
from rest_framework.test import APITestCase
class TestApiSchema(APITestCase):
ENDPOINT = "/api/schema/"
def test_valid_schema(self) -> None:
"""
Test that the... | 0 | paperless-ngx/paperless-ngx:src/documents/tests/test_api_schema.py | unknown | paperless-ngx/paperless-ngx |
# Copyright 2026 Marimo. All rights reserved.
from __future__ import annotations
import abc
import io
from typing import NewType, Optional
from marimo._messaging.mimetypes import ConsoleMimeType
from marimo._types.ids import CellId_t
# A KernelMessage is a bytes object that contains a serialized NotificationMessage.... | 0 | marimo-team/marimo:marimo/_messaging/types.py | unknown | marimo-team/marimo |
"""Base index classes."""
import logging
from abc import ABC, abstractmethod
from typing import Any, Dict, Generic, List, Optional, Sequence, Type, TypeVar
from llama_index.core.base.base_query_engine import BaseQueryEngine
from llama_index.core.base.base_retriever import BaseRetriever
from llama_index.core.callbacks... | 0 | run-llama/llama_index:llama-index-core/llama_index/core/indices/base.py | unknown | run-llama/llama_index |
"""Base classes and functions for HTTP mockservers."""
from __future__ import annotations
import argparse
import sys
from abc import ABC, abstractmethod
from subprocess import PIPE, Popen
from typing import TYPE_CHECKING
from urllib.parse import urlparse
from twisted.web.server import Site
from tests.utils import g... | 1 | scrapy/scrapy:tests/mockserver/http_base.py | test | scrapy/scrapy |
"""
Tests for Lean 4 Language Server integration with Serena.
Tests prove that Serena's symbol tools can:
1. Start the Lean 4 language server
2. Discover all expected symbols with precise matching
3. Track within-file references
4. Track cross-file references
Test Repository Structure:
- Helper.lean: Calculator struc... | 0 | oraios/serena:test/solidlsp/lean4/test_lean4_basic.py | unknown | oraios/serena |
"""
Bash tool - Execute bash commands
"""
import os
import re
import sys
import subprocess
import tempfile
from typing import Dict, Any
from agent.tools.base_tool import BaseTool, ToolResult
from agent.tools.utils.truncate import truncate_tail, format_size, DEFAULT_MAX_LINES, DEFAULT_MAX_BYTES
from common.log import ... | 1 | zhayujie/chatgpt-on-wechat:agent/tools/bash/bash.py | function_complex | zhayujie/chatgpt-on-wechat |
import re
import pytest
from sklearn import config_context
from sklearn.utils._repr_html.common import generate_link_to_param_doc
from sklearn.utils._repr_html.params import ParamsDict, _params_html_repr, _read_params
def test_params_dict_content():
"""Check the behavior of the ParamsDict class."""
params =... | 1 | scikit-learn/scikit-learn:sklearn/utils/_repr_html/tests/test_params.py | test | scikit-learn/scikit-learn |
MACROS_NEWCOMMAND = frozenset(["newcommand", "renewcommand", "providecommand"])
MACROS_PREAMBLE_METADATA = frozenset(["title", "author", "date"])
MACROS_INLINE_VERBATIM = frozenset(["%", "$", "&", "#", "_", "{", "}", "~"])
MACROS_TEXT_FORMATTING = frozenset(["textbf", "textit", "emph", "texttt", "underline"])
MACRO... | 0 | docling-project/docling:docling/backend/latex/constants.py | unknown | docling-project/docling |
"""
Provides TypeScript specific instantiation of the LanguageServer class. Contains various configurations and settings specific to TypeScript.
"""
import logging
import os
import pathlib
import shutil
import threading
from typing import Any, cast
from overrides import override
from sensai.util.logging import LogTim... | 0 | oraios/serena:src/solidlsp/language_servers/typescript_language_server.py | unknown | oraios/serena |
import base64
import os
import time
import requests
def generate_video(
prompt_file: str,
reference_images: list[str],
output_file: str,
aspect_ratio: str = "16:9",
) -> str:
with open(prompt_file, "r") as f:
prompt = f.read()
referenceImages = []
i = 0
json = {
"insta... | 1 | bytedance/deer-flow:skills/public/video-generation/scripts/generate.py | function_complex | bytedance/deer-flow |
import json
import uuid
from unittest.mock import Mock, patch
import pytest
from opentelemetry import trace as trace_api
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan
import mlflow
from mlflow.entities.span import create_mlflow_span
from mlflow.environment_variables import MLFLOW_TRACING_SQL_WA... | 1 | mlflow/mlflow:tests/tracing/test_tracing_client.py | test | mlflow/mlflow |
"""
Integração com a skill web-scraper para extração inteligente de fallback.
Quando um scraper nativo retorna 0 registros, este módulo aciona o web-scraper
para tentativa adicional de extração estruturada dos dados de leiloeiros.
Uso direto:
python web_scraper_fallback.py --estado MA RN AP
python web_scraper... | 0 | sickn33/antigravity-awesome-skills:skills/junta-leiloeiros/scripts/web_scraper_fallback.py | unknown | sickn33/antigravity-awesome-skills |
from __future__ import annotations
import asyncio
from abc import ABC, abstractmethod
from dataclasses import dataclass
from functools import partial
from typing import TYPE_CHECKING, Any, Callable, TypeVar
from typing_extensions import Protocol, runtime_checkable
from textual import _time
from textual._callback imp... | 0 | Textualize/textual:src/textual/_animator.py | unknown | Textualize/textual |
from typing import TYPE_CHECKING, Callable, List, Optional
if TYPE_CHECKING:
from typing import Any
from docling_core.types.doc.document import TableCell, TableData
from pylatexenc.latexwalker import LatexCharsNode, LatexEnvironmentNode, LatexMacroNode
from docling.backend.latex.constants import (
MACROS_ESC... | 0 | docling-project/docling:docling/backend/latex/utils/table.py | unknown | docling-project/docling |
"""Mobjects representing objects from probability theory and statistics."""
from __future__ import annotations
__all__ = ["SampleSpace", "BarChart"]
from collections.abc import Iterable, MutableSequence, Sequence
from typing import Any
import numpy as np
from manim import config, logger
from manim.constants impor... | 0 | ManimCommunity/manim:manim/mobject/graphing/probability.py | unknown | ManimCommunity/manim |
"""
Telegram Agent with User Memory
================================
Personal assistant bot that remembers user preferences, hobbies, and
interests across conversations. Uses MemoryManager to automatically
capture and recall personal details from chat history.
Key concepts:
- ``MemoryManager`` with custom capture i... | 0 | agno-agi/agno:cookbook/05_agent_os/interfaces/telegram/agent_with_user_memory.py | unknown | agno-agi/agno |
#!/usr/bin/env python3
"""
Quick tree visualization script with common customization options.
Provides command-line interface for rapid tree visualization with
customizable styles, layouts, and output formats.
"""
import argparse
import sys
from pathlib import Path
try:
from ete3 import Tree, TreeStyle, NodeStyl... | 1 | davila7/claude-code-templates:cli-tool/components/skills/scientific/etetoolkit/scripts/quick_visualize.py | function_complex | davila7/claude-code-templates |
# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
from typing import Union
from typing_extensions import Literal
import httpx
from ... import _legacy_response
from ..._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from ..._u... | 0 | openai/openai-python:src/openai/resources/audio/speech.py | unknown | openai/openai-python |
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