llm_server/custom_redis.py

@@ -232,5 +232,22 @@ class RedisCustom(Redis):
     def lpop(self, name: str, count: Optional[int] = None):
         return self.redis.lpop(self._key(name), count)
 
+    def zrange(
+        self,
+        name: KeyT,
+        start: int,
+        end: int,
+        desc: bool = False,
+        withscores: bool = False,
+        score_cast_func: Union[type, Callable] = float,
+        byscore: bool = False,
+        bylex: bool = False,
+        offset: int = None,
+        num: int = None,
+    ):
+        return self.redis.zrange(self._key(name), start, end, desc, withscores, score_cast_func, byscore, bylex, offset, num)
+
+    def zrem(self, name: KeyT, *values: FieldT):
+        return self.redis.zrem(self._key(name), *values)
 
 redis = RedisCustom('local_llm')

llm_server/llm/vllm/vllm_backend.py

@@ -30,6 +30,7 @@ class VLLMBackend(LLMBackend):
             if top_k <= 0:
                 top_k = -1
 
+            # TODO: support more params
             sampling_params = SamplingParams(
                 temperature=parameters.get('temperature', self._default_params['temperature']),
                 top_p=parameters.get('top_p', self._default_params['top_p']),

llm_server/routes/openai/chat_completions.py

@@ -1,8 +1,8 @@
 import json
-import ujson
 import time
 import traceback
 
+import ujson
 from flask import Response, jsonify, request
 from redis import Redis
 
@@ -97,8 +97,14 @@ def openai_chat_completions(model_name=None):
                 model = redis.get('running_model', 'ERROR', dtype=str) if opts.openai_expose_our_model else request_json_body.get('model')
                 oai_string = generate_oai_string(30)
 
+                # Need to do this before we enter generate() since we want to be able to
+                # return a 408 if necessary.
+                _, stream_name, error_msg = event.wait()
+                if error_msg == 'closed':
+                    stream_name = None  # set to null so that the Finally ignores it.
+                    return 'Request Timeout', 408
+
                 def generate():
-                    stream_name = event.wait()
                     stream_redis = Redis(db=8)
                     generated_text = ''
                     try:
@@ -159,7 +165,8 @@ def openai_chat_completions(model_name=None):
                     finally:
                         if event:
                             redis.publish(f'notifications:{event.event_id}', 'canceled')
-                        stream_redis.delete(stream_name)
+                        if stream_name:
+                            stream_redis.delete(stream_name)
 
                 return Response(generate(), mimetype='text/event-stream')
             except Exception:

llm_server/routes/openai/completions.py

@@ -143,8 +143,12 @@ def openai_completions(model_name=None):
                 model = redis.get('running_model', 'ERROR', dtype=str) if opts.openai_expose_our_model else request_json_body.get('model')
                 oai_string = generate_oai_string(30)
 
+                _, stream_name, error_msg = event.wait()
+                if error_msg == 'closed':
+                    stream_name = None
+                    return 'Request Timeout', 408
+
                 def generate():
-                    stream_name = event.wait()
                     stream_redis = Redis(db=8)
                     generated_text = ''
                     try:
@@ -206,7 +210,8 @@ def openai_completions(model_name=None):
                     finally:
                         if event:
                             redis.publish(f'notifications:{event.event_id}', 'canceled')
-                        stream_redis.delete(stream_name)
+                        if stream_name:
+                            stream_redis.delete(stream_name)
 
                 return Response(generate(), mimetype='text/event-stream')
             except Exception:

llm_server/routes/queue.py

@@ -57,12 +57,12 @@ class RedisPriorityQueue:
                 return item
             time.sleep(0.1)  # wait for something to be added to the queue
 
-    def print_all_items(self):
+    # def print_all_items(self):
-        items = self.redis.zrange('queue', 0, -1)
+    #     items = self.redis.zrange('queue', 0, -1)
-        to_print = []
+    #     to_print = []
-        for item in items:
+    #     for item in items:
-            to_print.append(item.decode('utf-8'))
+    #         to_print.append(item.decode('utf-8'))
-        print(f'ITEMS {self.name} -->', to_print)
+    #     print(f'ITEMS {self.name} -->', to_print)
 
     def increment_ip_count(self, client_ip: str, redis_key):
         self.redis.hincrby(redis_key, client_ip, 1)
@@ -84,15 +84,23 @@ class RedisPriorityQueue:
     def flush(self):
         self.redis.flush()
 
+    def items(self):
+        return self.redis.zrange('queue', 0, -1)
+
     def cleanup(self):
         now = time.time()
-        items = self.redis.zrange('queue', 0, -1)
+        for item in self.items():
-        for item in items:
             item_data = json.loads(item)
-            timestamp = item_data[-1]
+            timestamp = item_data[-2]
-            if now - timestamp > opts.backend_generate_request_timeout * 3:  # TODO: config option
+            if now - timestamp > opts.backend_generate_request_timeout:
-                self.redis.zrem('queue', item)
+                self.redis.zrem('queue', 0, item)
-                print('removed item from queue:', item)
+                data = json.loads(item.decode('utf-8'))
+                event_id = data[1]
+                client_ip = data[0][1]
+                self.decrement_ip_count(client_ip, 'queued_ip_count')
+                event = DataEvent(event_id)
+                event.set((False, None, 'closed'))
+                print('Removed timed-out item from queue:', event_id)
 
 
 class DataEvent:

llm_server/routes/request_handler.py

@@ -148,6 +148,8 @@ class RequestHandler:
 
         # TODO: add wait timeout
         success, response, error_msg = event.wait()
+        if error_msg == 'closed':
+            return (False, None, None, 0), (self.handle_error('Request Timeout')[0], 408)
 
         end_time = time.time()
         elapsed_time = end_time - self.start_time

llm_server/routes/v1/generate_stream.py

@@ -129,7 +129,11 @@ def do_stream(ws, model_name):
                     return
                 event_id = event.event_id
 
-                stream_name = event.wait()
+                _, stream_name, error_msg = event.wait()
+                if error_msg == 'closed':
+                    ws.close(reason=1014, message='Request Timeout')
+                    return
+
                 stream_redis = Redis(db=8)
                 generated_text = ''
 
@@ -170,20 +174,21 @@ def do_stream(ws, model_name):
                     except:
                         # The client closed the stream.
                         pass
-                    stream_redis.delete(stream_name)
+                    if stream_name:
-                    end_time = time.time()
+                        stream_redis.delete(stream_name)
-                    elapsed_time = end_time - start_time
+                        end_time = time.time()
-                    log_to_db(ip=handler.client_ip,
+                        elapsed_time = end_time - start_time
-                              token=handler.token,
+                        log_to_db(ip=handler.client_ip,
-                              prompt=input_prompt,
+                                  token=handler.token,
-                              response=generated_text,
+                                  prompt=input_prompt,
-                              gen_time=elapsed_time,
+                                  response=generated_text,
-                              parameters=handler.parameters,
+                                  gen_time=elapsed_time,
-                              headers=r_headers,
+                                  parameters=handler.parameters,
-                              backend_response_code=response_status_code,
+                                  headers=r_headers,
-                              request_url=r_url,
+                                  backend_response_code=response_status_code,
-                              backend_url=handler.backend_url
+                                  request_url=r_url,
-                              )
+                                  backend_url=handler.backend_url
+                                  )
     finally:
         if event_id:
             redis.publish(f'notifications:{event_id}', 'canceled')

llm_server/workers/inferencer.py

@@ -105,7 +105,7 @@ def worker(backend_url):
             if do_stream:
                 # Return the name of the stream that the slave should connect to.
                 event = DataEvent(event_id)
-                event.set(get_stream_name(worker_id))
+                event.set((True, get_stream_name(worker_id), None))
 
                 msg_to_backend = {
                     **parameters,

llm_server/workers/mainer.py

@@ -36,7 +36,6 @@ def main_background_thread():
             except Exception as e:
                 print(f'Failed fetch the homepage - {e.__class__.__name__}: {e}')
 
-        # TODO: test
         backends = priority_queue.get_backends()
         for backend_url in backends:
             queue = RedisPriorityQueue(backend_url)

llm_server/workers/printer.py

@@ -26,7 +26,6 @@ def console_printer():
         backends = [k for k, v in cluster_config.all().items() if v['online']]
         activity = priority_queue.activity()
 
-        # TODO: Active Workers and Processing should read the same. If not, that's an issue
+        # Active Workers and Processing should read the same. If not, that's an issue.
-
         logger.info(f'REQUEST QUEUE -> Active Workers: {len([i for i in activity if i[1]])} | Processing: {processing_count} | Queued: {len(priority_queue)} | Backends Online: {len(backends)}')
-        time.sleep(2)
+        time.sleep(10)