首页 > 解决方案 > 数据库只能通过jumphost访问时如何通过Python连接MySQL

问题描述

我有一个只能通过 jumphost 访问的 MySQL 数据库。我们尝试访问 MySQL 的拓扑如下

客户端主机 -> 跳转主机 -> MySQL

使用以下命令通过 SSL 端口转发访问 MySQL ssh -At -L 3306:MySQL:3306 user@jumphost

创建隧道后,从运行在客户端主机上的 Workbench 到 MySQL 的连接成功,主机为 localhost 和端口 3306。

但是,如果我尝试通过 mysql 的 pymysql 模块使用相同的连接属性(主机:localhost,端口:3306)访问 MySQL,则会发生以下错误 OperationalError: (2003, "Can't connect to MySQL server on 'localhost' ([Errno 99] 无法分配请求的地址)")

代码详情:

import pymysql
import pandas

def getQueryResult(query):
    host = 'localhost';
    password = 'something';
    database = 'test';

    conn = pymysql.connect(host=host, port=int(3306), user="someuser", passwd=password, db=database);
    df = pandas.read_sql_query(query, conn);
    conn.close();
    return df;

我们希望连接成功建立,但我们在跟踪中得到错误

OSErrorTraceback (most recent call last)
/opt/conda/lib/python3.6/site-packages/pymysql/connections.py in connect(self, sock)
    957                                 (self.host, self.port), self.connect_timeout,
--> 958                                 **kwargs)
    959                             break

/opt/conda/lib/python3.6/socket.py in create_connection(address, timeout, source_address)
    723     if err is not None:
--> 724         raise err
    725     else:

/opt/conda/lib/python3.6/socket.py in create_connection(address, timeout, source_address)
    712                 sock.bind(source_address)
--> 713             sock.connect(sa)
    714             # Break explicitly a reference cycle

OSError: [Errno 99] Cannot assign requested address

During handling of the above exception, another exception occurred:

我的代码调用堆栈:省略这些帧

/opt/conda/lib/python3.6/site-packages/pymysql/__init__.py in Connect(*args, **kwargs)
     88     """
     89     from .connections import Connection
---> 90     return Connection(*args, **kwargs)
     91 
     92 from . import connections as _orig_conn

/opt/conda/lib/python3.6/site-packages/pymysql/connections.py in __init__(self, host, user, password, database, port, unix_socket, charset, sql_mode, read_default_file, conv, use_unicode, client_flag, cursorclass, init_command, connect_timeout, ssl, read_default_group, compress, named_pipe, no_delay, autocommit, db, passwd, local_infile, max_allowed_packet, defer_connect, auth_plugin_map, read_timeout, write_timeout, bind_address, binary_prefix)
    702             self._sock = None
    703         else:
--> 704             self.connect()
    705 
    706     def _create_ssl_ctx(self, sslp):

/opt/conda/lib/python3.6/site-packages/pymysql/connections.py in connect(self, sock)
   1003                 exc.traceback = traceback.format_exc()
   1004                 if DEBUG: print(exc.traceback)
-> 1005                 raise exc
   1006 
   1007             # If e is neither DatabaseError or IOError, It's a bug.

OperationalError: (2003, "Can't connect to MySQL server on 'localhost' ([Errno 99] Cannot assign requested address)")

标签: pythonmysqlssh-tunnel

解决方案


也许您可以使用 python 中的 SSH 隧道,如下所述:https ://medium.com/@amirziai/query-your-database-over-an-ssh-tunnel-with-pandas-603ce49b35a1


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