Question

pandas为什么不执行sql查询？

import sqlite3
import pandas as pd

# load data
df = pd.read_csv('CurriculumAuditReport.csv')

# strip whitespace from headers
df.columns = df.columns.str.strip()

con = sqlite3.connect("sans.db")

# drop data into database
df.to_sql("MyTable", con, if_exists='replace')

df = pd.read_sql_query('SELECT Count (Department) FROM MyTable WHERE `CompletedTraining` LIKE 'Incomplete' GROUP BY Department', con)
print(df)


con.close()

查询生成我希望在SQL浏览器中使用SQLite

的结果

the output 
    C:\sans>C:\python34\python test2.py
  File "test2.py", line 15
    df = pd.read_sql_query('SELECT Count (Department) FROM MyTable WHERE 
`CompletedTraining` LIKE 'Incomplete' GROUP BY Department', con)


                                   ^
SyntaxError: invalid syntax

我的输出应该有11行

Answer 1

引用时出现问题 - 试试这个：

df = pd.read_sql_query("SELECT Department, count(*) as cnt FROM MyTable WHERE CompletedTraining = 'Incomplete' GROUP BY Department", con)

您还可以使用以下技术：

qry = """
SELECT department, count(*) as cnt
FROM MyTable
WHERE CompletedTraining = 'Incomplete'
GROUP BY department
"""
df = pd.read_sql_query(qry, con)

为什么pandas不执行sql查询？

1 个答案: