Merge pull request #46 from QuentinFuxa/solving-ffmpeg-process-freezing-unexpectedly

whisper_fastapi_online_server.py

@@ -108,18 +108,30 @@ async def websocket_endpoint(websocket: WebSocket):
     await websocket.accept()
     print("WebSocket connection opened.")
 
-    ffmpeg_process = await start_ffmpeg_decoder()
+    ffmpeg_process = None
     pcm_buffer = bytearray()
-    print("Loading online.")
     online = online_factory(args, asr, tokenizer)
-    print("Online loaded.")
+    diarization = DiartDiarization(SAMPLE_RATE) if args.diarization else None
 
-    if args.diarization:
-        diarization = DiartDiarization(SAMPLE_RATE)
+    async def restart_ffmpeg():
+        nonlocal ffmpeg_process, online, diarization, pcm_buffer
+        if ffmpeg_process:
+            try:
+                ffmpeg_process.kill()
+                await asyncio.get_event_loop().run_in_executor(None, ffmpeg_process.wait)
+            except Exception as e:
+                print(f"Error killing FFmpeg process: {e}")
+        ffmpeg_process = await start_ffmpeg_decoder()
+        pcm_buffer = bytearray()
+        online = online_factory(args, asr, tokenizer)
+        if args.diarization:
+            diarization = DiartDiarization(SAMPLE_RATE)
+        print("FFmpeg process started.")
+
+    await restart_ffmpeg()
 
-    # Continuously read decoded PCM from ffmpeg stdout in a background task
     async def ffmpeg_stdout_reader():
-        nonlocal pcm_buffer
+        nonlocal ffmpeg_process, online, diarization, pcm_buffer
         loop = asyncio.get_event_loop()
         full_transcription = ""
         beg = time()
@@ -131,9 +143,23 @@ async def websocket_endpoint(websocket: WebSocket):
                 elapsed_time = math.floor((time() - beg) * 10) / 10 # Round to 0.1 sec
                 ffmpeg_buffer_from_duration = max(int(32000 * elapsed_time), 4096)
                 beg = time()
-                chunk = await loop.run_in_executor(
-                    None, ffmpeg_process.stdout.read, ffmpeg_buffer_from_duration
-                )
+
+                # Read chunk with timeout
+                try:
+                    chunk = await asyncio.wait_for(
+                        loop.run_in_executor(
+                            None, ffmpeg_process.stdout.read, ffmpeg_buffer_from_duration
+                        ),
+                        timeout=5.0
+                    )
+                except asyncio.TimeoutError:
+                    print("FFmpeg read timeout. Restarting...")
+                    await restart_ffmpeg()
+                    full_transcription = ""
+                    chunk_history = []
+                    beg = time()
+                    continue  # Skip processing and read from new process
+
                 if not chunk:
                     print("FFmpeg stdout closed.")
                     break
@@ -151,13 +177,13 @@ async def websocket_endpoint(websocket: WebSocket):
                     
                     if transcription:
                         chunk_history.append({
-                        "beg": transcription.start,
-                        "end": transcription.end,
-                        "text": transcription.text,
-                        "speaker": "0"
+                            "beg": transcription.start,
+                            "end": transcription.end,
+                            "text": transcription.text,
+                            "speaker": "0"
                         })
-                    
-                    full_transcription += transcription.text
+
+                    full_transcription += transcription.text if transcription else ""
                     buffer = online.get_buffer()
                   
                     if buffer in full_transcription: # With VAC, the buffer is not updated until the next chunk is processed
@@ -200,37 +226,28 @@ async def websocket_endpoint(websocket: WebSocket):
         while True:
             # Receive incoming WebM audio chunks from the client
             message = await websocket.receive_bytes()
-            # Pass them to ffmpeg via stdin
-            ffmpeg_process.stdin.write(message)
-            ffmpeg_process.stdin.flush()
-
+            try:
+                ffmpeg_process.stdin.write(message)
+                ffmpeg_process.stdin.flush()
+            except (BrokenPipeError, AttributeError) as e:
+                print(f"Error writing to FFmpeg: {e}. Restarting...")
+                await restart_ffmpeg()
+                ffmpeg_process.stdin.write(message)
+                ffmpeg_process.stdin.flush()
     except WebSocketDisconnect:
-        print("WebSocket connection closed.")
-    except Exception as e:
-        print(f"Error in websocket loop: {e}")
+        print("WebSocket disconnected.")
     finally:
-        # Clean up ffmpeg and the reader task
-        try:
-            ffmpeg_process.stdin.close()
-        except:
-            pass
         stdout_reader_task.cancel()
-
         try:
-            ffmpeg_process.stdout.close()
+            ffmpeg_process.stdin.close()
+            ffmpeg_process.wait()
         except:
             pass
-
-        ffmpeg_process.wait()
-        del online
-        
         if args.diarization:
-            # Stop Diart
             diarization.close()
 
 
 
-
 if __name__ == "__main__":
     import uvicorn