I want to use ssh tunnel to access Mysql database. Unfortunately, the architecture of this code does not seem to support my query format, as the function does not appear to be compatible with my query format.
/Users/peter/PycharmProjects/MySqlLocalhostTest/venv/lib/python3.10/site-packages/paramiko/transport.py:236: CryptographyDeprecationWarning: Blowfish has been deprecated "class": algorithms.Blowfish, Traceback (most recent call last): File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/code.py", line 90, in runcode exec(code, self.locals) File "<input>", line 96, in <module> File "<input>", line 65, in run_query File "/Users/peter/PycharmProjects/MySqlLocalhostTest/venv/lib/python3.10/site-packages/pandas/io/sql.py", line 399, in read_sql_query return pandas_sql.read_query( File "/Users/peter/PycharmProjects/MySqlLocalhostTest/venv/lib/python3.10/site-packages/pandas/io/sql.py", line 2081, in read_query columns = [col_desc[0] for col_desc in cursor.description] TypeError: 'NoneType' object is not iterable
Simple statements like (Select * From Table) work perfectly.
What do I have to change in mysql syntax or functions to make this work?
Sorry, I'm a newbie. I would be grateful for any advice or help.
import pandas as pd import pymysql import logging import sshtunnel from sshtunnel import SSHTunnelForwarder ssh_host = '172.xxx.xxx.xxx' ssh_username = 'root' ssh_password = 'xxxxxxx' database_username = 'root' database_password = 'xxxxxxxx' database_name = 'analysis-db' localhost = '127.0.0.1' def open_ssh_tunnel(verbose=False): """Open an SSH tunnel and connect using a username and password. :param verbose: Set to True to show logging :return tunnel: Global SSH tunnel connection """ if verbose: sshtunnel.DEFAULT_LOGLEVEL = logging.DEBUG global tunnel tunnel = SSHTunnelForwarder( (ssh_host, 22), ssh_username=ssh_username, ssh_password=ssh_password, remote_bind_address=('127.0.0.1', 3306) ) tunnel.start() def mysql_connect(): """Connect to a MySQL server using the SSH tunnel connection :return connection: Global MySQL database connection """ global connection connection = pymysql.connect( host='127.0.0.1', user=database_username, passwd=database_password, db=database_name, port=tunnel.local_bind_port ) def run_query(sql): """Runs a given SQL query via the global database connection. :param sql: MySQL query :return: Pandas dataframe containing results """ return pd.read_sql_query(sql, connection) def mysql_disconnect(): """Closes the MySQL database connection. """ connection.close() def close_ssh_tunnel(): """Closes the SSH tunnel connection. """ tunnel.close day_of_test = "24.01.22" gold_close = 1000 sap_close= 1000 bonds_close= 1000 btc_est= 1000 btc_actual= 1000 actual_difference = 1000 open_ssh_tunnel() mysql_connect() query = ("INSERT INTO `ML1`(`day_of_test`, `gold_close`, `sap_close`, `bonds_close`, `btc_est`, `btc_actual`,`actual_difference`) VALUES (%s, %s, %s, %s, %s, %s, %s);"% (day_of_test, gold_close, sap_close, bonds_close, btc_est, btc_actual, actual_difference)) df = run_query(query) print(df) df.head() mysql_disconnect() close_ssh_tunnel()
P粉3582815742024-04-07 00:23:28
There is a typo in your df = run_query(...)
line.
You used a comma; but you should use %.
Right now
df = run_query("INSERT INTO `ML1`(`day_of_test`, `gold_close`, `sap_close`, `bonds_close`, `btc_est`, `btc_actual`,`actual_difference`) VALUES (%s, %s, %s, %s, %s, %s, %s);" % (day_of_test, gold_close, sap_close, bonds_close, btc_est, btc_actual, actual_difference))