Create batch_processor.py

services/batch_processor.py

@@ -0,0 +1,27 @@
+# batch_processor.py
+from typing import List, Dict
+import asyncio
+
+#TODO explain how to use the batch processor
+class BatchProcessor:
+    def __init__(self, max_batch_size: int = 32, max_wait_time: float = 0.1):
+        self.max_batch_size = max_batch_size
+        self.max_wait_time = max_wait_time
+        self.pending_requests: List[Dict] = []
+        self.lock = asyncio.Lock()
+
+    async def add_request(self, request: Dict) -> Any:
+        async with self.lock:
+            self.pending_requests.append(request)
+            if len(self.pending_requests) >= self.max_batch_size:
+                return await self._process_batch()
+            else:
+                await asyncio.sleep(self.max_wait_time)
+                if self.pending_requests:
+                    return await self._process_batch()
+
+    async def _process_batch(self) -> List[Any]:
+        batch = self.pending_requests[:self.max_batch_size]
+        self.pending_requests = self.pending_requests[self.max_batch_size:]
+        # TODO implement the batch processing logic
+        return batch