如何使用 Python+SQLAlchemy 远程连接 MySQL 数据库？

Question

我无法远程访问 MySQL。我使用 SSH 隧道并想使用 Python+SQLALchemy.

连接数据库 MySQL

当我在我的控制台中使用 MySQL-client 并指定“ptotocol=TCP”时，一切都很好！我使用命令：

mysql -h localhost —protocol=TCP -u USER -p

我通过 SSH 隧道访问远程数据库。

但是，当我想使用 Python+SQLAchemy 连接到数据库时，我找不到像 —protocol=TCP 这样的选项否则，我只能连接到本地 MySQL 数据库。请告诉我，有没有办法使用 SQLAlchemy 来完成。

Answer 1

这个问题的经典答案是使用 127.0.0.1 或主机的 IP 或 主机名的 "special name" localhost。来自 documentation:

[...] connections on Unix to localhost are made using a Unix socket file by default

以后：

On Unix, MySQL programs treat the host name localhost specially, in a way that is likely different from what you expect compared to other network-based programs. For connections to localhost, MySQL programs attempt to connect to the local server by using a Unix socket file. This occurs even if a --port or -P option is given to specify a port number. To ensure that the client makes a TCP/IP connection to the local server, use --host or -h to specify a host name value of 127.0.0.1, or the IP address or name of the local server.

但是，这个简单的技巧似乎对您的情况不起作用，因此您必须以某种方式强制使用 TCP 套接字。正如您自己解释的那样，在命令行上调用 mysql 时，您使用 --protocol tcp 选项。

如 here 所述，从 SQLAlchemy 中，您可以将相关选项（如果有的话）作为 URL 选项或使用connect_args 关键字参数。

例如，在我为此目的设置的测试系统（MariaDB 10.0.12、SQLAlchemy 0.9.8 和 PyMySQL 0.6.2）上使用 PyMySQL，我得到了以下结果：

>>> engine = create_engine(
      "mysql+pymysql://sylvain:passwd@localhost/db?host=localhost?port=3306")
#                                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^
#                               Force TCP socket. Notice the two uses of `?`
#                               Normally URL options should use `?` and `&`  
#                               after that. But that doesn't work here (bug?)
>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost:54164',)]

# Same result by using 127.0.0.1 instead of localhost: 
>>> engine = create_engine(
      "mysql+pymysql://sylvain:passwd@127.0.0.1/db?host=localhost?port=3306")
>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost:54164',)]

# Alternatively, using connect_args:
>>> engine = create_engine("mysql+pymysql://sylvain:passwd@localhost/db",
                       connect_args= dict(host='localhost', port=3306))
>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost:54353',)]

正如您所注意到的，两者都将使用 TCP 连接（我知道这是因为主机名后面的端口号）。另一方面：

>>> engine = create_engine(
      "mysql+pymysql://sylvain:passwd@localhost/db?unix_socket=/path/to/mysql.sock")
#                                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
#                               Specify the path to mysql.sock in
#                               the `unix_socket` option will force
#                               usage of a UNIX socket

>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost',)]

# Same result by using 127.0.0.1 instead of localhost: 
>>> engine = create_engine(
      "mysql+pymysql://sylvain:passwd@127.0.0.1/db?unix_socket=/path/to/mysql.sock")
>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost',)]

# Alternatively, using connect_args:
>>> engine = create_engine("mysql+pymysql://sylvain:passwd@localhost/db",
                       connect_args= dict(unix_socket="/path/to/mysql.sock"))
>>> conn = engine.connect()
>>> conn.execute("SELECT host FROM INFORMATION_SCHEMA.PROCESSLIST WHERE ID = CONNECTION_ID()").fetchall()
[('localhost',)]

主机名后没有端口：这是一个 UNIX 套接字。

Answer 2

在我的设置中（我正在使用 mysql-python）只是在 MySQL SQLAlchemy url 中使用 127.0.0.1 而不是本地主机。完整的 url 我正在使用的那个场景（本地端口 3307 的隧道）是：

mysql:/user:passwd@127.0.0.1:3307/

我正在使用 SQLAlchemy 1.0.5，但我想这无关紧要...

Answer 3

这对我有用：

import pandas as pd
import pymysql
from sqlalchemy import create_engine

cnx = create_engine('mysql+pymysql://<username>:<password>@<host>/<dbname>')    
df = pd.read_sql('SELECT * FROM <table_name>', cnx) #read the entire table

将凭据添加到 mysql 数据库的位置如下：

CREATE USER '<username>' IDENTIFIED BY '<password>';
GRANT ALL PRIVILEGES ON *.* TO '<username>' WITH GRANT OPTION;
FLUSH PRIVILEGES;

Answer 4

我试过这个来连接 xampp 服务器的 mysql 数据库

from sqlalchemy import create_engine

engine = create_engine("mysql+pymysql://usrnme:passwd@hstnme/dbname")

如何使用 Python+SQLAlchemy 远程连接 MySQL 数据库？

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