Refactor shared storage to support both single and multi-process modes

• Initialize storage based on worker count
• Remove redundant global variable checks
• Add explicit mutex initialization
• Centralize shared storage initialization
• Fix process/thread lock selection logic

lightrag/api/lightrag_server.py

@@ -96,10 +96,6 @@ def create_app(args):
     logger.setLevel(getattr(logging, args.log_level))
     set_verbose_debug(args.verbose)
 
-    from lightrag.kg.shared_storage import is_multiprocess
-
-    logger.info(f"==== Multi-processor mode: {is_multiprocess} ====")
-
     # Verify that bindings are correctly setup
     if args.llm_binding not in [
         "lollms",
@@ -422,11 +418,6 @@ def get_application():
 
         args = types.SimpleNamespace(**json.loads(args_json))
 
-    if args.workers > 1:
-        from lightrag.kg.shared_storage import initialize_share_data
-
-        initialize_share_data()
-
     return create_app(args)
 
 
@@ -492,6 +483,9 @@ def main():
 
     display_splash_screen(args)
 
+    from lightrag.kg.shared_storage import initialize_share_data
+    initialize_share_data(args.workers)
+
     uvicorn_config = {
         "app": "lightrag.api.lightrag_server:get_application",
         "factory": True,

lightrag/kg/shared_storage.py

@@ -7,35 +7,50 @@ from lightrag.utils import logger
 
 LockType = Union[ProcessLock, ThreadLock]
 
-is_multiprocess = False
-
 _manager = None
-_global_lock: Optional[LockType] = None
+_initialized = None
+_is_multiprocess = None
+is_multiprocess = None
 
 # shared data for storage across processes
-_shared_dicts: Optional[Dict[str, Any]] = {}
+_shared_dicts: Optional[Dict[str, Any]] = None
-_share_objects: Optional[Dict[str, Any]] = {}
+_share_objects: Optional[Dict[str, Any]] = None
 _init_flags: Optional[Dict[str, bool]] = None  # namespace -> initialized
 
+_global_lock: Optional[LockType] = None
 
-def initialize_share_data():
-    """Initialize shared data, only called if multiple processes where workers > 1"""
-    global _manager, _shared_dicts, _share_objects, _init_flags, is_multiprocess
-    is_multiprocess = True
 
-    logger.info(f"Process {os.getpid()} initializing shared storage")
+def initialize_share_data(workers: int = 1):
+    """Initialize storage data"""
+    global _manager, _is_multiprocess, is_multiprocess, _global_lock, _shared_dicts, _share_objects, _init_flags, _initialized
+    
+    if _initialized and _initialized.value:
+        is_multiprocess = _is_multiprocess.value
+        if _is_multiprocess.value:
+            logger.info(f"Process {os.getpid()} storage data already initialized!")
+            return
 
-    # Initialize manager
+    _manager = Manager()
-    if _manager is None:
+    _initialized = _manager.Value("b", False)
-        _manager = Manager()
+    _is_multiprocess = _manager.Value("b", False)
-        logger.info(f"Process {os.getpid()} created manager")
 
-    # Create shared dictionaries with manager
+    if workers == 1:
-    _shared_dicts = _manager.dict()
+        _is_multiprocess.value = False
-    _share_objects = _manager.dict()
+        _global_lock = ThreadLock()
-    _init_flags = _manager.dict()  # 使用共享字典存储初始化标志
+        _shared_dicts = {}
-    logger.info(f"Process {os.getpid()} created shared dictionaries")
+        _share_objects = {}
+        _init_flags = {}
+        logger.info(f"Process {os.getpid()} storage data created for Single Process")
+    else:
+        _is_multiprocess.value = True
+        _global_lock = _manager.Lock() 
+        # Create shared dictionaries with manager
+        _shared_dicts = _manager.dict()
+        _share_objects = _manager.dict()
+        _init_flags = _manager.dict()  # 使用共享字典存储初始化标志
+        logger.info(f"Process {os.getpid()} storage data created for Multiple Process")
 
+    is_multiprocess = _is_multiprocess.value
 
 def try_initialize_namespace(namespace: str) -> bool:
     """
@@ -44,7 +59,7 @@ def try_initialize_namespace(namespace: str) -> bool:
     """
     global _init_flags, _manager
 
-    if is_multiprocess:
+    if _is_multiprocess.value:
         if _init_flags is None:
             raise RuntimeError(
                 "Shared storage not initialized. Call initialize_share_data() first."
@@ -55,17 +70,13 @@ def try_initialize_namespace(namespace: str) -> bool:
 
     logger.info(f"Process {os.getpid()} trying to initialize namespace {namespace}")
 
-    # 使用全局锁保护共享字典的访问
+    with _global_lock:
-    with _get_global_lock():
-        # 检查是否已经初始化
         if namespace not in _init_flags:
-            # 设置初始化标志
             _init_flags[namespace] = True
             logger.info(
                 f"Process {os.getpid()} ready to initialize namespace {namespace}"
             )
             return True
-
         logger.info(
             f"Process {os.getpid()} found namespace {namespace} already initialized"
         )
@@ -73,14 +84,6 @@ def try_initialize_namespace(namespace: str) -> bool:
 
 
 def _get_global_lock() -> LockType:
-    global _global_lock, is_multiprocess, _manager
-
-    if _global_lock is None:
-        if is_multiprocess:
-            _global_lock = _manager.Lock()  # Use manager for lock
-        else:
-            _global_lock = ThreadLock()
-
     return _global_lock
 
 
@@ -96,36 +99,20 @@ def get_scan_lock() -> LockType:
 
 def get_namespace_object(namespace: str) -> Any:
     """Get an object for specific namespace"""
-    global _share_objects, is_multiprocess, _manager
-
-    if is_multiprocess and not _manager:
-        raise RuntimeError(
-            "Multiprocess mode detected but shared storage not initialized. Call initialize_share_data() first."
-        )
 
     if namespace not in _share_objects:
         lock = _get_global_lock()
         with lock:
             if namespace not in _share_objects:
-                if is_multiprocess:
+                if _is_multiprocess.value:
                     _share_objects[namespace] = _manager.Value("O", None)
                 else:
                     _share_objects[namespace] = None
 
     return _share_objects[namespace]
 
-
-# 移除不再使用的函数
-
-
 def get_namespace_data(namespace: str) -> Dict[str, Any]:
     """get storage space for specific storage type(namespace)"""
-    global _shared_dicts, is_multiprocess, _manager
-
-    if is_multiprocess and not _manager:
-        raise RuntimeError(
-            "Multiprocess mode detected but shared storage not initialized. Call initialize_share_data() first."
-        )
 
     if namespace not in _shared_dicts:
         lock = _get_global_lock()

lightrag/lightrag.py

@@ -267,6 +267,9 @@ class LightRAG:
     _storages_status: StoragesStatus = field(default=StoragesStatus.NOT_CREATED)
 
     def __post_init__(self):
+        from lightrag.kg.shared_storage import initialize_share_data
+        initialize_share_data()
+
         os.makedirs(os.path.dirname(self.log_file_path), exist_ok=True)
         set_logger(self.log_file_path, self.log_level)
         logger.info(f"Logger initialized for working directory: {self.working_dir}")