From c246eff725ae2ea6fa42ab1cba4ac5db887a3f54 Mon Sep 17 00:00:00 2001 From: yangdx Date: Thu, 13 Nov 2025 18:58:09 +0800 Subject: [PATCH] Improve docling integration with macOS compatibility and CLI flag - Add --docling CLI flag for easier setup - Add numpy version constraints - Exclude docling on macOS (fork-safety) --- lightrag/api/config.py | 17 +- lightrag/api/routers/document_routes.py | 65 +- pyproject.toml | 8 +- uv.lock | 1465 +++++++++++++---------- 4 files changed, 874 insertions(+), 681 deletions(-) diff --git a/lightrag/api/config.py b/lightrag/api/config.py index e41684d0..95ab9f70 100644 --- a/lightrag/api/config.py +++ b/lightrag/api/config.py @@ -258,6 +258,14 @@ def parse_args() -> argparse.Namespace: help=f"Rerank binding type (default: from env or {DEFAULT_RERANK_BINDING})", ) + # Document loading engine configuration + parser.add_argument( + "--docling", + action="store_true", + default=False, + help="Enable DOCLING document loading engine (default: from env or DEFAULT)", + ) + # Conditionally add binding options defined in binding_options module # This will add command line arguments for all binding options (e.g., --ollama-embedding-num_ctx) # and corresponding environment variables (e.g., OLLAMA_EMBEDDING_NUM_CTX) @@ -371,8 +379,13 @@ def parse_args() -> argparse.Namespace: ) args.enable_llm_cache = get_env_value("ENABLE_LLM_CACHE", True, bool) - # Select Document loading tool (DOCLING, DEFAULT) - args.document_loading_engine = get_env_value("DOCUMENT_LOADING_ENGINE", "DEFAULT") + # Set document_loading_engine from --docling flag + if args.docling: + args.document_loading_engine = "DOCLING" + else: + args.document_loading_engine = get_env_value( + "DOCUMENT_LOADING_ENGINE", "DEFAULT" + ) # PDF decryption password args.pdf_decrypt_password = get_env_value("PDF_DECRYPT_PASSWORD", None) diff --git a/lightrag/api/routers/document_routes.py b/lightrag/api/routers/document_routes.py index 528e5aed..fda7a70b 100644 --- a/lightrag/api/routers/document_routes.py +++ b/lightrag/api/routers/document_routes.py @@ -3,6 +3,7 @@ This module contains all document-related routes for the LightRAG API. """ import asyncio +from functools import lru_cache from lightrag.utils import logger, get_pinyin_sort_key import aiofiles import shutil @@ -27,19 +28,23 @@ from lightrag.utils import generate_track_id from lightrag.api.utils_api import get_combined_auth_dependency from ..config import global_args -# Check docling availability at module load time -DOCLING_AVAILABLE = False -try: - import docling # noqa: F401 # type: ignore[import-not-found] - DOCLING_AVAILABLE = True -except ImportError: - if global_args.document_loading_engine == "DOCLING": - logger.warning( - "DOCLING engine requested but 'docling' package not installed. " - "Falling back to standard document processing. " - "To use DOCLING, install with: pip install lightrag-hku[api,docling]" - ) +@lru_cache(maxsize=1) +def _is_docling_available() -> bool: + """Check if docling is available (cached check). + + This function uses lru_cache to avoid repeated import attempts. + The result is cached after the first call. + + Returns: + bool: True if docling is available, False otherwise + """ + try: + import docling # noqa: F401 # type: ignore[import-not-found] + + return True + except ImportError: + return False # Function to format datetime to ISO format string with timezone information @@ -1204,12 +1209,19 @@ async def pipeline_enqueue_file( # Try DOCLING first if configured and available if ( global_args.document_loading_engine == "DOCLING" - and DOCLING_AVAILABLE + and _is_docling_available() ): content = await asyncio.to_thread( _convert_with_docling, file_path ) else: + if ( + global_args.document_loading_engine == "DOCLING" + and not _is_docling_available() + ): + logger.warning( + f"DOCLING engine configured but not available for {file_path.name}. Falling back to pypdf." + ) # Use pypdf (non-blocking via to_thread) content = await asyncio.to_thread( _extract_pdf_pypdf, @@ -1238,12 +1250,19 @@ async def pipeline_enqueue_file( # Try DOCLING first if configured and available if ( global_args.document_loading_engine == "DOCLING" - and DOCLING_AVAILABLE + and _is_docling_available() ): content = await asyncio.to_thread( _convert_with_docling, file_path ) else: + if ( + global_args.document_loading_engine == "DOCLING" + and not _is_docling_available() + ): + logger.warning( + f"DOCLING engine configured but not available for {file_path.name}. Falling back to python-docx." + ) # Use python-docx (non-blocking via to_thread) content = await asyncio.to_thread(_extract_docx, file) except Exception as e: @@ -1268,12 +1287,19 @@ async def pipeline_enqueue_file( # Try DOCLING first if configured and available if ( global_args.document_loading_engine == "DOCLING" - and DOCLING_AVAILABLE + and _is_docling_available() ): content = await asyncio.to_thread( _convert_with_docling, file_path ) else: + if ( + global_args.document_loading_engine == "DOCLING" + and not _is_docling_available() + ): + logger.warning( + f"DOCLING engine configured but not available for {file_path.name}. Falling back to python-pptx." + ) # Use python-pptx (non-blocking via to_thread) content = await asyncio.to_thread(_extract_pptx, file) except Exception as e: @@ -1298,12 +1324,19 @@ async def pipeline_enqueue_file( # Try DOCLING first if configured and available if ( global_args.document_loading_engine == "DOCLING" - and DOCLING_AVAILABLE + and _is_docling_available() ): content = await asyncio.to_thread( _convert_with_docling, file_path ) else: + if ( + global_args.document_loading_engine == "DOCLING" + and not _is_docling_available() + ): + logger.warning( + f"DOCLING engine configured but not available for {file_path.name}. Falling back to openpyxl." + ) # Use openpyxl (non-blocking via to_thread) content = await asyncio.to_thread(_extract_xlsx, file) except Exception as e: diff --git a/pyproject.toml b/pyproject.toml index 1c0ea12b..3c7450f4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,7 +29,7 @@ dependencies = [ "json_repair", "nano-vectordb", "networkx", - "numpy", + "numpy>=1.24.0,<2.0.0", "pandas>=2.0.0,<2.4.0", "pipmaster", "pydantic", @@ -50,7 +50,7 @@ api = [ "json_repair", "nano-vectordb", "networkx", - "numpy", + "numpy>=1.24.0,<2.0.0", "openai>=1.0.0,<3.0.0", "pandas>=2.0.0,<2.4.0", "pipmaster", @@ -90,7 +90,9 @@ api = [ # Advanced document processing engine (optional) docling = [ - "docling>=2.0.0,<3.0.0", + # On macOS, pytorch and frameworks use Objective-C are not fork-safe, + # and not compatible to gunicorn multi-worker mode + "docling>=2.0.0,<3.0.0; sys_platform != 'darwin'", ] # Offline deployment dependencies (layered design for flexibility) diff --git a/uv.lock b/uv.lock index 2aed110d..6408bd92 100644 --- a/uv.lock +++ b/uv.lock @@ -29,14 +29,13 @@ name = "accelerate" version = "1.11.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "huggingface-hub" }, - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, - { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, - { name = "packaging" }, - { name = "psutil" }, - { name = "pyyaml" }, - { name = "safetensors" }, - { name = "torch" }, + { name = "huggingface-hub", marker = "sys_platform != 'darwin'" }, + { name = "numpy", marker = "sys_platform != 'darwin'" }, + { name = "packaging", marker = "sys_platform != 'darwin'" }, + { name = "psutil", marker = "sys_platform != 'darwin'" }, + { name = "pyyaml", marker = "sys_platform != 'darwin'" }, + { name = "safetensors", marker = "sys_platform != 'darwin'" }, + { name = "torch", marker = "sys_platform != 'darwin'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/23/60/2757c4f03a8705dbf80b1268b03881927878dca5ed07d74f733fb6c219e0/accelerate-1.11.0.tar.gz", hash = "sha256:bb1caf2597b4cd632b917b5000c591d10730bb024a79746f1ee205bba80bd229", size = 393715, upload-time = "2025-10-20T14:42:25.025Z" } wheels = [ @@ -874,8 +873,7 @@ dependencies = [ { name = "httpx" }, { name = "huggingface-hub" }, { name = "multiprocess" }, - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, - { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "numpy" }, { name = "packaging" }, { name = "pandas" }, { name = "pyarrow" }, @@ -969,36 +967,35 @@ name = "docling" version = "2.61.2" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "accelerate" }, - { name = 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