目录
- 报错起因
- 报错内容
- 解决方案
报错起因
我启动了Milvus数据库
# docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
1099dda8c0fa milvusdb/milvus:v2.4.1 "/tini -- milvus run…" 17 minutes ago Up 17 minutes (healthy) 0.0.0.0:9091->9091/tcp, :::9091->9091/tcp, 0.0.0.0:19530->19530/tcp, :::19530->19530/tcp milvus-standalone
acafc6ef57bc quay.io/coreos/etcd:v3.5.5 "etcd -advertise-cli…" 17 minutes ago Up 17 minutes (healthy) 2379-2380/tcp milvus-etcd
587d1ee57611 minio/minio:latest "/usr/bin/docker-ent…" 17 minutes ago Up 17 minutes (healthy) 0.0.0.0:9000-9001->9000-9001/tcp, :::9000-9001->9000-9001/tcp milvus-minio
可以看到运行都很正常，但是我在另外一个容器中写代码访问19530端口，失败
另外这个容器在启动时（docker run）未设置--network host
报错内容
Traceback (most recent call last):File "/home/rag/startup.py", line 910, in <module>client = MilvusClient(uri=Milvus_Client_URI,db_name=Milvus_DB_NAME)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/milvus_client/milvus_client.py", line 60, in __init__self._using = self._create_connection(File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/milvus_client/milvus_client.py", line 728, in _create_connectionraise ex from exFile "/root/miniconda3/lib/python3.10/site-packages/pymilvus/milvus_client/milvus_client.py", line 725, in _create_connectionconnections.connect(using, user, password, db_name, token, uri=uri, **kwargs)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 449, in connectconnect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 400, in connect_milvusgh._wait_for_channel_ready(timeout=timeout)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 150, in _wait_for_channel_readyraise MilvusException(
pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on 172.17.0.2:19530, illegal connection params or server unavailable)>
这里的172.17.0.2来自于
import socketdef get_ip_address():s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)try:# doesn't even have to be reachables.connect(('10.254.254.254', 1))IP = s.getsockname()[0]except Exception:IP = '127.0.0.1'finally:s.close()return IPhost = get_ip_address()
后面尝试更换为0.0.0.0
Traceback (most recent call last):File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 147, in _wait_for_channel_readygrpc.channel_ready_future(self._channel).result(timeout=timeout)File "/root/miniconda3/lib/python3.10/site-packages/grpc/_utilities.py", line 162, in resultself._block(timeout)File "/root/miniconda3/lib/python3.10/site-packages/grpc/_utilities.py", line 106, in _blockraise grpc.FutureTimeoutError()
grpc.FutureTimeoutErrorThe above exception was the direct cause of the following exception:Traceback (most recent call last):File "<stdin>", line 1, in <module>File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 449, in connectconnect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 400, in connect_milvusgh._wait_for_channel_ready(timeout=timeout)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 150, in _wait_for_channel_readyraise MilvusException(
pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on 0.0.0.0:19530, illegal connection params or server unavailable)>
更换为127.0.0.1
Traceback (most recent call last):File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 147, in _wait_for_channel_readygrpc.channel_ready_future(self._channel).result(timeout=timeout)File "/root/miniconda3/lib/python3.10/site-packages/grpc/_utilities.py", line 162, in resultself._block(timeout)File "/root/miniconda3/lib/python3.10/site-packages/grpc/_utilities.py", line 106, in _blockraise grpc.FutureTimeoutError()
grpc.FutureTimeoutErrorThe above exception was the direct cause of the following exception:Traceback (most recent call last):File "<stdin>", line 1, in <module>File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 449, in connectconnect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/orm/connections.py", line 400, in connect_milvusgh._wait_for_channel_ready(timeout=timeout)File "/root/miniconda3/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 150, in _wait_for_channel_readyraise MilvusException(
pymilvus.exceptions.MilvusException: <MilvusException: (code=2, message=Fail connecting to server on 127.0.0.1:19530, illegal connection params or server unavailable)>
以上都是无效的
解决方案
首先查看容器所在网段
docker network ls
得到
NETWORK ID NAME DRIVER SCOPE
738c89ed339b bridge bridge local
62ec1478cea1 host host local
5dc70a167a10 milvus bridge local
4d746c095f03 minio_default bridge local
40c6e5fbe685 mysql8_default bridge local
b101e25dcb4e nginx_default bridge local
接下来查看milvus的IP信息
docker network inspect milvus
得到
[{"Name": "milvus","Id": "5dc70a167a103d723fe81bc0feb95b996995d3d464f9601ce9c52d10342e3a6c","Created": "2024-10-12T13:55:27.648549485+08:00","Scope": "local","Driver": "bridge","EnableIPv6": false,"IPAM": {"Driver": "default","Options": null,"Config": [{"Subnet": "172.18.0.0/16","Gateway": "172.18.0.1"}]},"Internal": false,"Attachable": true,"Ingress": false,"ConfigFrom": {"Network": ""},"ConfigOnly": false,"Containers": {"40fd07ae3cdb975afedaf9861117aae38cddb0e63c977d14891d4af860c2885d": {"Name": "eager_solomon","EndpointID": "a9b87ca7cb773953361e58b761b20f2d90f9a0c222dc2ce1fca08238dd0cb1cf","MacAddress": "02:42:ac:12:00:05","IPv4Address": "172.18.0.5/16","IPv6Address": ""},"6453a43e6cfa6b13b5a043bf62255447dbef1ce86876bdcdee55f6520f651bb5": {"Name": "milvus-minio","EndpointID": "e977606fab9781521fa9dfcd8fcdec032b58daca9d7449cbc338c78ecbca1646","MacAddress": "02:42:ac:12:00:03","IPv4Address": "172.18.0.3/16","IPv6Address": ""},"957671f5a506146d5381e26f8afc22c5d2c5566678043a054d2cc4d0febd8873": {"Name": "milvus-etcd","EndpointID": "4c0c44610d15254f53ea9839d34bdbf841427fcf6f7ef097b82c95694b5422c4","MacAddress": "02:42:ac:12:00:02","IPv4Address": "172.18.0.2/16","IPv6Address": ""},"e6c952ee5bd431adf2c5bb3daf643612a4811f5155c46d46ac73607a845830ee": {"Name": "milvus-standalone","EndpointID": "9fb76ce838126cf651d43360342b96ad1184b8ba37f4ab92e022ccb5fae38cf0","MacAddress": "02:42:ac:12:00:04","IPv4Address": "172.18.0.4/16","IPv6Address": ""}},"Options": {},"Labels": {"com.docker.compose.network": "milvus","com.docker.compose.project": "milvus","com.docker.compose.version": "1.29.2"}}
]
看到milvus-standalone的IPv4地址为172.18.0.4
最终用这个地址链接成功