我有一个 .csv 文件,我想首先将其存储在 pandas 数据框中,然后导入到 MySQL 数据库表中。
我已按照此帖子进行初始设置:pandas dataframe to mysql db error database flavor mysql is not supported
我的.py代码如下:
from sqlalchemy import create_engine
import pandas
engine = create_engine("mysql+mysqldb://root:password@locahost/new_schema")
df = pandas.read_csv('items.csv')
df.to_sql('items', con=engine, flavor='mysql', if_exists='append')
我收到的错误消息是这样的:
/PyCharmProjects/venv2/bin/python /PyCharmProjects/venv2/tutorial/tutorial/other/csvToMySQL.py
Traceback (most recent call last):
File "/PyCharmProjects/venv2/tutorial/tutorial/other/csvToMySQL.py", line 4, in <module>
engine = create_engine("mysql+mysqldb://root:password@locahost/new_schema")
File "/PyCharmProjects/venv2/lib/python3.6/site-packages/sqlalchemy/engine/__init__.py", line 387, in create_engine
return strategy.create(*args, **kwargs)
File "/PyCharmProjects/venv2/lib/python3.6/site-packages/sqlalchemy/engine/strategies.py", line 80, in create
dbapi = dialect_cls.dbapi(**dbapi_args)
File "/PyCharmProjects/venv2/lib/python3.6/site-packages/sqlalchemy/dialects/mysql/mysqldb.py", line 110, in dbapi
return __import__('MySQLdb')
ModuleNotFoundError: No module named 'MySQLdb'
我的引擎设置做错了什么?
技术规范:
- Mac OSX 10.11 (El Capitan)
- Python 3.6.1
- PyCharm CE 2017.1.2
- 5.7.18 MySQL 社区服务器 (GPL)
更新#1
我根据下面的建议尝试了“pip install MySQL-python”。这是我收到的错误:
Collecting MySQL-python
Using cached MySQL-python-1.2.5.zip
Complete output from command python setup.py egg_info:
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/private/var/folders/5y/zqsn7cwx5dv_ntvdrwr08l100000gn/T/pip-build-umrr237y/MySQL-python/setup.py", line 13, in <module>
from setup_posix import get_config
File "/private/var/folders/5y/zqsn7cwx5dv_ntvdrwr08l100000gn/T/pip-build-umrr237y/MySQL-python/setup_posix.py", line 2, in <module>
from ConfigParser import SafeConfigParser
ModuleNotFoundError: No module named 'ConfigParser'
----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /private/var/folders/5y/zqsn7cwx5dv_ntvdrwr08l100000gn/T/pip-build-umrr237y/MySQL-python/
更新#2
我根据下面的建议尝试了“pip install mySQLdb”。这是我收到的错误:
Collecting MySQLdb
Could not find a version that satisfies the requirement MySQLdb (from versions: )
No matching distribution found for MySQLdb
最佳答案
经过多次尝试,我终于找到了使用Python 3.6.1快速工作的方法。显然,完成此任务的最快方法是使用 Homebrew 安装 mySQL,然后安装 mysql 客户端。我最初是通过.dmg安装MySQL的,在安装各种软件包时遇到了很多错误。
在终端中,输入:
- $brew 安装 mySQL
- $pip 安装 mysqlclient
.py 代码现在可以运行:
from sqlalchemy import create_engine
import pandas
engine = create_engine("mysql+mysqldb://root:password@locahost/new_schema")
df = pandas.read_csv('items.csv')
df.to_sql('items', con=engine, if_exists='append')
(仅供引用,我从原始代码中删除了“flavor = mysql”,因为它不是一个可识别的参数 - 请参阅 https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.to_sql.html#pandas-dataframe-to-sql )
关于python - (Python 3.6.1) Pandas df 到 MySQL 数据库错误, 'ModuleNotFoundError: No module named ' MySQLdb',我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/44550495/