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https://github.com/PaddlePaddle/FastDeploy.git
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Sync v2.0 version of code to github repo
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196
fastdeploy/inter_communicator/zmq_client.py
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196
fastdeploy/inter_communicator/zmq_client.py
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"""
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# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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import json
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import os
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import threading
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import time
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import zmq
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from fastdeploy import envs
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from fastdeploy.utils import llm_logger
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class ZmqClient:
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"""
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ZmqClient is a class that provides a client-side interface for sending and receiving messages using ZeroMQ.
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"""
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def __init__(self, name, mode):
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self.context = zmq.Context()
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self.socket = self.context.socket(mode)
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self.file_name = f"/dev/shm/{name}.socket"
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self.router_path = f"/dev/shm/router_{name}.ipc"
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self.ZMQ_SNDHWM = int(envs.FD_ZMQ_SNDHWM)
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self.mutex = threading.Lock()
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self.req_dict = dict()
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self.router = None
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self.poller = None
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self.running = True
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def connect(self):
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"""
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Connect to the server using the file name specified in the constructor.
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"""
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self.socket.connect(f"ipc://{self.file_name}")
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def start_server(self):
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"""
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Start the server using the file name specified in the constructor.
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"""
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self.socket.setsockopt(zmq.SNDHWM, self.ZMQ_SNDHWM)
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self.socket.setsockopt(zmq.SNDTIMEO, -1)
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self.socket.bind(f"ipc://{self.file_name}")
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self.poller = zmq.Poller()
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self.poller.register(self.socket, zmq.POLLIN)
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def create_router(self):
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"""
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Create a ROUTER socket and bind it to the specified router path.
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"""
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self.router = self.context.socket(zmq.ROUTER)
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self.router.setsockopt(zmq.SNDHWM, self.ZMQ_SNDHWM)
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self.router.setsockopt(zmq.SNDTIMEO, -1)
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self.router.bind(f"ipc://{self.router_path}")
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def send_json(self, data):
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"""
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Send a JSON-serializable object over the socket.
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"""
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self.socket.send_json(data)
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def recv_json(self):
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"""
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Receive a JSON-serializable object from the socket.
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"""
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return self.socket.recv_json()
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def send_pyobj(self, data):
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"""
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Send a Pickle-serializable object over the socket.
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"""
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self.socket.send_pyobj(data)
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def recv_pyobj(self):
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"""
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Receive a Pickle-serializable object from the socket.
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"""
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return self.socket.recv_pyobj()
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def send_multipart(self, req_id, data):
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"""
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Send a multipart message to the router socket.
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"""
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if self.router is None:
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raise RuntimeError(
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"Router socket not created. Call create_router() first.")
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while self.running:
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with self.mutex:
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if req_id not in self.req_dict:
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try:
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client, _, request_id = self.router.recv_multipart(
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flags=zmq.NOBLOCK)
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req_id_str = request_id.decode('utf-8')
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self.req_dict[req_id_str] = client
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except zmq.Again:
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time.sleep(0.001)
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continue
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else:
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break
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try:
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result = json.dumps(data.to_dict()).encode('utf-8')
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self.router.send_multipart([self.req_dict[req_id], b'', result])
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except Exception as e:
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llm_logger.error(f"Send result to zmq client failed: {e}")
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if data.finished:
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with self.mutex:
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self.req_dict.pop(data.request_id, None)
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def receive_json_once(self, block=False):
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"""
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Receive a single message from the socket.
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"""
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if self.socket is None or self.socket.closed:
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return "zmp socket has closed", None
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try:
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flags = zmq.NOBLOCK if not block else 0
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return None, self.socket.recv_json(flags=flags)
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except zmq.Again:
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return None, None
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except Exception as e:
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self.close()
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llm_logger.warning(f"{e}")
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return str(e), None
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def receive_pyobj_once(self, block=False):
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"""
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Receive a single message from the socket.
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"""
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if self.socket is None or self.socket.closed:
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return "zmp socket has closed", None
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try:
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flags = zmq.NOBLOCK if not block else 0
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return None, self.socket.recv_pyobj(flags=flags)
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except zmq.Again:
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return None, None
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except Exception as e:
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self.close()
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llm_logger.warning(f"{e}")
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return str(e), None
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def _clear_ipc(self, name):
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"""
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Remove the IPC file with the given name.
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"""
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if os.path.exists(name):
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try:
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os.remove(name)
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except OSError as e:
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llm_logger.warning(f"Failed to remove IPC file {name} - {e}")
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def close(self):
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"""
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Close the socket and context, and remove the IPC files.
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"""
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if not self.running:
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return
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self.running = False
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llm_logger.info("Closing ZMQ connection...")
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try:
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if hasattr(self, 'socket') and not self.socket.closed:
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self.socket.close()
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if self.router is not None and not self.router.closed:
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self.router.close()
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if not self.context.closed:
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self.context.term()
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self._clear_ipc(self.file_name)
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self._clear_ipc(self.router_path)
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except Exception as e:
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llm_logger.warning(f"Failed to close ZMQ connection - {e}")
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return
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def __exit__(self, exc_type, exc_val, exc_tb):
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self.close()
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