black shift
This commit is contained in:
@@ -8,17 +8,17 @@ from Controllers.Redis.response import RedisResponse
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class RedisPublisher:
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"""Redis Publisher class for broadcasting messages to channels."""
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def __init__(self, redis_client=redis_cli):
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self.redis_client = redis_client
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def publish(self, channel: str, message: Union[Dict, List, str]) -> RedisResponse:
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"""Publish a message to a Redis channel.
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Args:
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channel: The channel to publish to
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message: The message to publish (will be JSON serialized if dict or list)
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Returns:
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RedisResponse with status and message
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"""
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@@ -26,113 +26,124 @@ class RedisPublisher:
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# Convert dict/list to JSON string if needed
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if isinstance(message, (dict, list)):
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message = json.dumps(message)
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# Publish the message
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recipient_count = self.redis_client.publish(channel, message)
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return RedisResponse(
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status=True,
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message=f"Message published successfully to {channel}.",
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data={"recipients": recipient_count}
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data={"recipients": recipient_count},
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)
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except Exception as e:
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return RedisResponse(
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status=False,
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message=f"Failed to publish message to {channel}.",
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error=str(e)
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error=str(e),
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)
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class RedisSubscriber:
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"""Redis Subscriber class for listening to channels."""
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def __init__(self, redis_client=redis_cli):
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self.redis_client = redis_client
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self.pubsub = self.redis_client.pubsub()
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self.active_threads = {}
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def subscribe(self, channel: str, callback: Callable[[Dict], None]) -> RedisResponse:
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def subscribe(
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self, channel: str, callback: Callable[[Dict], None]
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) -> RedisResponse:
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"""Subscribe to a Redis channel with a callback function.
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Args:
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channel: The channel to subscribe to
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callback: Function to call when a message is received
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Returns:
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RedisResponse with status and message
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"""
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try:
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# Subscribe to the channel
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self.pubsub.subscribe(**{channel: self._message_handler(callback)})
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return RedisResponse(
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status=True,
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message=f"Successfully subscribed to {channel}."
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status=True, message=f"Successfully subscribed to {channel}."
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)
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except Exception as e:
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return RedisResponse(
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status=False,
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message=f"Failed to subscribe to {channel}.",
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error=str(e)
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status=False, message=f"Failed to subscribe to {channel}.", error=str(e)
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)
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def psubscribe(self, pattern: str, callback: Callable[[Dict], None]) -> RedisResponse:
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def psubscribe(
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self, pattern: str, callback: Callable[[Dict], None]
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) -> RedisResponse:
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"""Subscribe to Redis channels matching a pattern.
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Args:
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pattern: The pattern to subscribe to (e.g., 'user.*')
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callback: Function to call when a message is received
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Returns:
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RedisResponse with status and message
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"""
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try:
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# Subscribe to the pattern
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self.pubsub.psubscribe(**{pattern: self._message_handler(callback)})
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return RedisResponse(
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status=True,
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message=f"Successfully pattern-subscribed to {pattern}."
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status=True, message=f"Successfully pattern-subscribed to {pattern}."
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)
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except Exception as e:
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return RedisResponse(
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status=False,
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message=f"Failed to pattern-subscribe to {pattern}.",
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error=str(e)
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error=str(e),
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)
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def _message_handler(self, callback: Callable[[Dict], None]):
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"""Create a message handler function for the subscription."""
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def handler(message):
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# Skip subscription confirmation messages
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if message['type'] in ('subscribe', 'psubscribe'):
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if message["type"] in ("subscribe", "psubscribe"):
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return
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# Parse JSON if the message is a JSON string
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data = message['data']
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data = message["data"]
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if isinstance(data, bytes):
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data = data.decode('utf-8')
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data = data.decode("utf-8")
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try:
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data = json.loads(data)
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except json.JSONDecodeError:
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# Not JSON, keep as is
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pass
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# Call the callback with the message data
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callback({
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'channel': message.get('channel', b'').decode('utf-8') if isinstance(message.get('channel', b''), bytes) else message.get('channel', ''),
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'pattern': message.get('pattern', b'').decode('utf-8') if isinstance(message.get('pattern', b''), bytes) else message.get('pattern', ''),
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'data': data
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})
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callback(
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{
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"channel": (
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message.get("channel", b"").decode("utf-8")
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if isinstance(message.get("channel", b""), bytes)
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else message.get("channel", "")
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),
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"pattern": (
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message.get("pattern", b"").decode("utf-8")
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if isinstance(message.get("pattern", b""), bytes)
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else message.get("pattern", "")
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),
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"data": data,
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}
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)
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return handler
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def start_listening(self, in_thread: bool = True) -> RedisResponse:
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"""Start listening for messages on subscribed channels.
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Args:
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in_thread: If True, start listening in a separate thread
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Returns:
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RedisResponse with status and message
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"""
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@@ -140,50 +151,41 @@ class RedisSubscriber:
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if in_thread:
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thread = Thread(target=self._listen_thread, daemon=True)
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thread.start()
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self.active_threads['listener'] = thread
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self.active_threads["listener"] = thread
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return RedisResponse(
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status=True,
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message="Listening thread started successfully."
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status=True, message="Listening thread started successfully."
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)
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else:
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# This will block the current thread
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self._listen_thread()
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return RedisResponse(
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status=True,
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message="Listening started successfully (blocking)."
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status=True, message="Listening started successfully (blocking)."
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)
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except Exception as e:
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return RedisResponse(
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status=False,
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message="Failed to start listening.",
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error=str(e)
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status=False, message="Failed to start listening.", error=str(e)
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)
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def _listen_thread(self):
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"""Thread function for listening to messages."""
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self.pubsub.run_in_thread(sleep_time=0.01)
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def stop_listening(self) -> RedisResponse:
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"""Stop listening for messages."""
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try:
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self.pubsub.close()
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return RedisResponse(
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status=True,
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message="Successfully stopped listening."
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)
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return RedisResponse(status=True, message="Successfully stopped listening.")
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except Exception as e:
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return RedisResponse(
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status=False,
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message="Failed to stop listening.",
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error=str(e)
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status=False, message="Failed to stop listening.", error=str(e)
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)
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def unsubscribe(self, channel: Optional[str] = None) -> RedisResponse:
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"""Unsubscribe from a channel or all channels.
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Args:
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channel: The channel to unsubscribe from, or None for all channels
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Returns:
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RedisResponse with status and message
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"""
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@@ -194,24 +196,21 @@ class RedisSubscriber:
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else:
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self.pubsub.unsubscribe()
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message = "Successfully unsubscribed from all channels."
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return RedisResponse(
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status=True,
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message=message
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)
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return RedisResponse(status=True, message=message)
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except Exception as e:
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return RedisResponse(
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status=False,
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message=f"Failed to unsubscribe from {'channel' if channel else 'all channels'}.",
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error=str(e)
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error=str(e),
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)
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def punsubscribe(self, pattern: Optional[str] = None) -> RedisResponse:
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"""Unsubscribe from a pattern or all patterns.
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Args:
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pattern: The pattern to unsubscribe from, or None for all patterns
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Returns:
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RedisResponse with status and message
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"""
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@@ -222,24 +221,21 @@ class RedisSubscriber:
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else:
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self.pubsub.punsubscribe()
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message = "Successfully unsubscribed from all patterns."
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return RedisResponse(
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status=True,
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message=message
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)
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return RedisResponse(status=True, message=message)
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except Exception as e:
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return RedisResponse(
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status=False,
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message=f"Failed to unsubscribe from {'pattern' if pattern else 'all patterns'}.",
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error=str(e)
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error=str(e),
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)
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class RedisPubSub:
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"""Singleton class that provides both publisher and subscriber functionality."""
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_instance = None
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def __new__(cls):
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if cls._instance is None:
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cls._instance = super(RedisPubSub, cls).__new__(cls)
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@@ -15,6 +15,7 @@ CHANNEL_WRITER = "chain:writer"
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# Flag to control the demo
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running = True
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def generate_mock_data():
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"""Generate a mock message with UUID, timestamp, and sample data."""
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return {
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@@ -24,40 +25,43 @@ def generate_mock_data():
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"data": {
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"value": f"Sample data {int(time.time())}",
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"status": "new",
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"counter": 0
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}
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"counter": 0,
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},
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}
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def reader_function():
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"""
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First function in the chain.
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Generates mock data and publishes to the reader channel.
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"""
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print("[READER] Function started")
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while running:
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# Generate mock data
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message = generate_mock_data()
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start_time = time.time()
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message["start_time"] = start_time
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# Publish to reader channel
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result = redis_pubsub.publisher.publish(CHANNEL_READER, message)
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if result.status:
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print(f"[READER] {time.time():.6f} | Published UUID: {message['uuid']}")
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else:
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print(f"[READER] Publish error: {result.error}")
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# Wait before generating next message
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time.sleep(2)
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def processor_function():
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"""
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Second function in the chain.
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Subscribes to reader channel, processes messages, and publishes to processor channel.
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"""
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print("[PROCESSOR] Function started")
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def on_reader_message(message):
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# The message structure from the subscriber has 'data' containing our actual message
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# If data is a string, parse it as JSON
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@@ -68,47 +72,51 @@ def processor_function():
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except json.JSONDecodeError as e:
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print(f"[PROCESSOR] Error parsing message data: {e}")
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return
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# Check if stage is 'red' before processing
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if data.get("stage") == "red":
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# Process the message
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data["processor_timestamp"] = datetime.now().isoformat()
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data["data"]["status"] = "processed"
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data["data"]["counter"] += 1
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# Update stage to 'processed'
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data["stage"] = "processed"
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# Add some processing metadata
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data["processing"] = {
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"duration_ms": 150, # Mock processing time
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"processor_id": "main-processor"
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"processor_id": "main-processor",
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}
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# Publish to processor channel
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result = redis_pubsub.publisher.publish(CHANNEL_PROCESSOR, data)
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if result.status:
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print(f"[PROCESSOR] {time.time():.6f} | Received UUID: {data['uuid']} | Published UUID: {data['uuid']}")
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print(
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f"[PROCESSOR] {time.time():.6f} | Received UUID: {data['uuid']} | Published UUID: {data['uuid']}"
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)
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else:
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print(f"[PROCESSOR] Publish error: {result.error}")
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else:
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print(f"[PROCESSOR] Skipped message: {data['uuid']} (stage is not 'red')")
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# Subscribe to reader channel
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result = redis_pubsub.subscriber.subscribe(CHANNEL_READER, on_reader_message)
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if result.status:
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print(f"[PROCESSOR] Subscribed to channel: {CHANNEL_READER}")
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else:
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print(f"[PROCESSOR] Subscribe error: {result.error}")
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def writer_function():
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"""
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Third function in the chain.
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Subscribes to processor channel and performs final processing.
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"""
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print("[WRITER] Function started")
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def on_processor_message(message):
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# The message structure from the subscriber has 'data' containing our actual message
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# If data is a string, parse it as JSON
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@@ -119,42 +127,45 @@ def writer_function():
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except json.JSONDecodeError as e:
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print(f"[WRITER] Error parsing message data: {e}")
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return
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# Check if stage is 'processed' before processing
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if data.get("stage") == "processed":
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# Process the message
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data["writer_timestamp"] = datetime.now().isoformat()
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data["data"]["status"] = "completed"
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data["data"]["counter"] += 1
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# Update stage to 'completed'
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data["stage"] = "completed"
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# Add some writer metadata
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data["storage"] = {
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"location": "main-db",
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"partition": "events-2025-04"
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}
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data["storage"] = {"location": "main-db", "partition": "events-2025-04"}
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# Calculate elapsed time if start_time is available
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current_time = time.time()
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elapsed_ms = ""
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if "start_time" in data:
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elapsed_ms = f" | Elapsed: {(current_time - data['start_time']) * 1000:.2f}ms"
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elapsed_ms = (
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f" | Elapsed: {(current_time - data['start_time']) * 1000:.2f}ms"
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)
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# Optionally publish to writer channel for any downstream listeners
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result = redis_pubsub.publisher.publish(CHANNEL_WRITER, data)
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if result.status:
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print(f"[WRITER] {current_time:.6f} | Received UUID: {data['uuid']} | Published UUID: {data['uuid']}{elapsed_ms}")
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print(
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f"[WRITER] {current_time:.6f} | Received UUID: {data['uuid']} | Published UUID: {data['uuid']}{elapsed_ms}"
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)
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else:
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print(f"[WRITER] Publish error: {result.error}")
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else:
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print(f"[WRITER] Skipped message: {data['uuid']} (stage is not 'processed')")
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print(
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f"[WRITER] Skipped message: {data['uuid']} (stage is not 'processed')"
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)
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# Subscribe to processor channel
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result = redis_pubsub.subscriber.subscribe(CHANNEL_PROCESSOR, on_processor_message)
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if result.status:
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print(f"[WRITER] Subscribed to channel: {CHANNEL_PROCESSOR}")
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else:
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@@ -167,18 +178,18 @@ def run_demo():
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print("Chain: READER → PROCESSOR → WRITER")
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print(f"Channels: {CHANNEL_READER} → {CHANNEL_PROCESSOR} → {CHANNEL_WRITER}")
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print("Format: [SERVICE] TIMESTAMP | Received/Published UUID | [Elapsed time]")
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# Start the Redis subscriber listening thread
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redis_pubsub.subscriber.start_listening()
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# Start processor and writer functions (these subscribe to channels)
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processor_function()
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writer_function()
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# Create a thread for the reader function (this publishes messages)
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reader_thread = Thread(target=reader_function, daemon=True)
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reader_thread.start()
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# Keep the main thread alive
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try:
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while True:
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@@ -41,15 +41,15 @@ class RedisConn:
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# Add connection pooling settings if not provided
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if "max_connections" not in self.config:
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self.config["max_connections"] = 50 # Increased for better concurrency
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# Add connection timeout settings
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if "health_check_interval" not in self.config:
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self.config["health_check_interval"] = 30 # Health check every 30 seconds
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# Add retry settings for operations
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if "retry_on_timeout" not in self.config:
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self.config["retry_on_timeout"] = True
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# Add connection pool settings for better performance
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if "socket_keepalive" not in self.config:
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self.config["socket_keepalive"] = True
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@@ -113,56 +113,58 @@ def run_all_examples() -> None:
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def run_concurrent_test(num_threads=100):
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"""Run a comprehensive concurrent test with multiple threads to verify Redis connection handling."""
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print(f"\nStarting comprehensive Redis concurrent test with {num_threads} threads...")
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||||
print(
|
||||
f"\nStarting comprehensive Redis concurrent test with {num_threads} threads..."
|
||||
)
|
||||
|
||||
# Results tracking with detailed metrics
|
||||
results = {
|
||||
"passed": 0,
|
||||
"failed": 0,
|
||||
"passed": 0,
|
||||
"failed": 0,
|
||||
"retried": 0,
|
||||
"errors": [],
|
||||
"operation_times": [],
|
||||
"retry_count": 0,
|
||||
"max_retries": 3,
|
||||
"retry_delay": 0.1
|
||||
"retry_delay": 0.1,
|
||||
}
|
||||
results_lock = threading.Lock()
|
||||
|
||||
|
||||
def worker(thread_id):
|
||||
# Track operation timing
|
||||
start_time = time.time()
|
||||
retry_count = 0
|
||||
success = False
|
||||
error_message = None
|
||||
|
||||
|
||||
while retry_count <= results["max_retries"] and not success:
|
||||
try:
|
||||
# Generate unique key for this thread
|
||||
unique_id = str(uuid.uuid4())[:8]
|
||||
full_key = f"test:concurrent:{thread_id}:{unique_id}"
|
||||
|
||||
|
||||
# Simple string operations instead of JSON
|
||||
test_value = f"test-value-{thread_id}-{time.time()}"
|
||||
|
||||
|
||||
# Set data in Redis with pipeline for efficiency
|
||||
from Controllers.Redis.database import redis_cli
|
||||
|
||||
|
||||
# Use pipeline to reduce network overhead
|
||||
with redis_cli.pipeline() as pipe:
|
||||
pipe.set(full_key, test_value)
|
||||
pipe.get(full_key)
|
||||
pipe.delete(full_key)
|
||||
results_list = pipe.execute()
|
||||
|
||||
|
||||
# Check results
|
||||
set_ok = results_list[0]
|
||||
retrieved_value = results_list[1]
|
||||
if isinstance(retrieved_value, bytes):
|
||||
retrieved_value = retrieved_value.decode('utf-8')
|
||||
|
||||
retrieved_value = retrieved_value.decode("utf-8")
|
||||
|
||||
# Verify data
|
||||
success = set_ok and retrieved_value == test_value
|
||||
|
||||
|
||||
if success:
|
||||
break
|
||||
else:
|
||||
@@ -170,26 +172,28 @@ def run_concurrent_test(num_threads=100):
|
||||
retry_count += 1
|
||||
with results_lock:
|
||||
results["retry_count"] += 1
|
||||
time.sleep(results["retry_delay"] * (2 ** retry_count)) # Exponential backoff
|
||||
|
||||
time.sleep(
|
||||
results["retry_delay"] * (2**retry_count)
|
||||
) # Exponential backoff
|
||||
|
||||
except Exception as e:
|
||||
error_message = str(e)
|
||||
retry_count += 1
|
||||
with results_lock:
|
||||
results["retry_count"] += 1
|
||||
|
||||
|
||||
# Check if it's a connection error and retry
|
||||
if "Too many connections" in str(e) or "Connection" in str(e):
|
||||
# Exponential backoff for connection issues
|
||||
backoff_time = results["retry_delay"] * (2 ** retry_count)
|
||||
backoff_time = results["retry_delay"] * (2**retry_count)
|
||||
time.sleep(backoff_time)
|
||||
else:
|
||||
# For other errors, use a smaller delay
|
||||
time.sleep(results["retry_delay"])
|
||||
|
||||
|
||||
# Record operation time
|
||||
operation_time = time.time() - start_time
|
||||
|
||||
|
||||
# Update results
|
||||
with results_lock:
|
||||
if success:
|
||||
@@ -200,26 +204,30 @@ def run_concurrent_test(num_threads=100):
|
||||
else:
|
||||
results["failed"] += 1
|
||||
if error_message:
|
||||
results["errors"].append(f"Thread {thread_id} failed after {retry_count} retries: {error_message}")
|
||||
results["errors"].append(
|
||||
f"Thread {thread_id} failed after {retry_count} retries: {error_message}"
|
||||
)
|
||||
else:
|
||||
results["errors"].append(f"Thread {thread_id} failed after {retry_count} retries with unknown error")
|
||||
|
||||
results["errors"].append(
|
||||
f"Thread {thread_id} failed after {retry_count} retries with unknown error"
|
||||
)
|
||||
|
||||
# Create and start threads using a thread pool
|
||||
start_time = time.time()
|
||||
with concurrent.futures.ThreadPoolExecutor(max_workers=num_threads) as executor:
|
||||
futures = [executor.submit(worker, i) for i in range(num_threads)]
|
||||
concurrent.futures.wait(futures)
|
||||
|
||||
|
||||
# Calculate execution time and performance metrics
|
||||
execution_time = time.time() - start_time
|
||||
ops_per_second = num_threads / execution_time if execution_time > 0 else 0
|
||||
|
||||
|
||||
# Calculate additional metrics if we have successful operations
|
||||
avg_op_time = 0
|
||||
min_op_time = 0
|
||||
max_op_time = 0
|
||||
p95_op_time = 0
|
||||
|
||||
|
||||
if results["operation_times"]:
|
||||
avg_op_time = sum(results["operation_times"]) / len(results["operation_times"])
|
||||
min_op_time = min(results["operation_times"])
|
||||
@@ -227,8 +235,12 @@ def run_concurrent_test(num_threads=100):
|
||||
# Calculate 95th percentile
|
||||
sorted_times = sorted(results["operation_times"])
|
||||
p95_index = int(len(sorted_times) * 0.95)
|
||||
p95_op_time = sorted_times[p95_index] if p95_index < len(sorted_times) else sorted_times[-1]
|
||||
|
||||
p95_op_time = (
|
||||
sorted_times[p95_index]
|
||||
if p95_index < len(sorted_times)
|
||||
else sorted_times[-1]
|
||||
)
|
||||
|
||||
# Print detailed results
|
||||
print("\nConcurrent Redis Test Results:")
|
||||
print(f"Total threads: {num_threads}")
|
||||
@@ -237,17 +249,17 @@ def run_concurrent_test(num_threads=100):
|
||||
print(f"Operations with retries: {results['retried']}")
|
||||
print(f"Total retry attempts: {results['retry_count']}")
|
||||
print(f"Success rate: {(results['passed'] / num_threads) * 100:.2f}%")
|
||||
|
||||
|
||||
print("\nPerformance Metrics:")
|
||||
print(f"Total execution time: {execution_time:.2f} seconds")
|
||||
print(f"Operations per second: {ops_per_second:.2f}")
|
||||
|
||||
|
||||
if results["operation_times"]:
|
||||
print(f"Average operation time: {avg_op_time * 1000:.2f} ms")
|
||||
print(f"Minimum operation time: {min_op_time * 1000:.2f} ms")
|
||||
print(f"Maximum operation time: {max_op_time * 1000:.2f} ms")
|
||||
print(f"95th percentile operation time: {p95_op_time * 1000:.2f} ms")
|
||||
|
||||
|
||||
# Print errors (limited to 10 for readability)
|
||||
if results["errors"]:
|
||||
print("\nErrors:")
|
||||
@@ -255,7 +267,7 @@ def run_concurrent_test(num_threads=100):
|
||||
print(f"- {error}")
|
||||
if len(results["errors"]) > 10:
|
||||
print(f"- ... and {len(results['errors']) - 10} more errors")
|
||||
|
||||
|
||||
# Return results for potential further analysis
|
||||
return results
|
||||
|
||||
@@ -263,6 +275,6 @@ def run_concurrent_test(num_threads=100):
|
||||
if __name__ == "__main__":
|
||||
# Run basic examples
|
||||
run_all_examples()
|
||||
|
||||
|
||||
# Run enhanced concurrent test
|
||||
run_concurrent_test(10000)
|
||||
|
||||
Reference in New Issue
Block a user