fix: prevent duplicate replies in multi-worker routing

core/websocket_client.py

@@ -5,6 +5,7 @@ import re
 import logging
 import random
 import time
+import hashlib
 from collections import deque
 from datetime import datetime
 from pathlib import Path
@@ -108,6 +109,7 @@ class QingjianAPIClient:
         # 多进程分片支持
         self.shard_keys: set = set()  # 本进程负责的客户 key 集合
         self.worker_id = int(os.getenv('AI_CS_WORKER_ID', '0'))
+        self.worker_count = max(1, int(os.getenv('AI_CS_WORKER_COUNT', '1')))
         
         # 初始化 Agent
         if self.enable_agent:
@@ -168,6 +170,22 @@ class QingjianAPIClient:
             self._customer_locks[key] = asyncio.Lock()
         return self._customer_locks[key]
 
+    def _is_owned_by_this_worker(self, customer_key: str) -> bool:
+        """
+        多进程兜底路由：
+        - 若显式分片存在，用显式分片；
+        - 否则按 customer_key 哈希到固定 worker，避免多进程重复处理同一消息。
+        """
+        if self.shard_keys:
+            return customer_key in self.shard_keys
+        if self.worker_count <= 1:
+            return True
+        try:
+            h = int(hashlib.md5(customer_key.encode("utf-8")).hexdigest()[:8], 16)
+            return (h % self.worker_count) == self.worker_id
+        except Exception:
+            return self.worker_id == 0
+
     async def _agent_reply_serialized(self, data: dict):
         """同客户串行 + 全局并发限制，再执行 agent_reply"""
         key = self._customer_key(data)
@@ -208,12 +226,10 @@ class QingjianAPIClient:
         try:
             data = json.loads(message)
             
-            # 多进程分片检查：只处理分配给本进程的客户
-            if self.shard_keys:
-                customer_key = self._customer_key(data)
-                if customer_key not in self.shard_keys:
-                    # 不属于本进程的客户，跳过
-                    return
+            # 多进程分片检查：确保同一客户只由一个 worker 处理
+            customer_key = self._customer_key(data)
+            if not self._is_owned_by_this_worker(customer_key):
+                return
             
             timestamp = self.get_time()
             

scripts/multi_process_launcher.py

@@ -24,9 +24,10 @@ logger = logging.getLogger(__name__)
 class WorkerProcess:
     """工作进程"""
     
-    def __init__(self, worker_id: int, shard_keys: List[str], enable_agent: bool = True):
+    def __init__(self, worker_id: int, shard_keys: List[str], num_workers: int, enable_agent: bool = True):
         self.worker_id = worker_id
         self.shard_keys = shard_keys
+        self.num_workers = max(1, int(num_workers))
         self.enable_agent = enable_agent
         self.process = None
     
@@ -34,17 +35,18 @@ class WorkerProcess:
         """启动工作进程"""
         self.process = Process(
             target=self._run,
-            args=(self.worker_id, self.shard_keys, self.enable_agent),
+            args=(self.worker_id, self.shard_keys, self.num_workers, self.enable_agent),
             name=f"ai-cs-worker-{self.worker_id}"
         )
         self.process.start()
         logger.info(f"Worker {self.worker_id} 启动 (PID: {self.process.pid})")
     
-    def _run(self, worker_id: int, shard_keys: List[str], enable_agent: bool):
+    def _run(self, worker_id: int, shard_keys: List[str], num_workers: int, enable_agent: bool):
         """工作进程入口"""
         try:
             # 设置进程环境变量
             os.environ['AI_CS_WORKER_ID'] = str(worker_id)
+            os.environ['AI_CS_WORKER_COUNT'] = str(max(1, int(num_workers)))
             os.environ['AI_CS_SHARD_KEYS'] = ','.join(shard_keys)
             
             # 导入并启动 WebSocket 客户端
@@ -120,6 +122,7 @@ class Coordinator:
             worker = WorkerProcess(
                 worker_id=worker_id,
                 shard_keys=shards.get(worker_id, []),
+                num_workers=self.num_workers,
                 enable_agent=self.enable_agent
             )
             worker.start()