https://github.com/mkleehammer/pyodbc/wiki/Install
code:
import pyodbc
#connect to db
conn = pyodbc.connect(
r'DRIVER={ODBC Driver 13 for SQL Server};'
r'SERVER=127.0.0.1;'
r'DATABASE=DB_table;'
r'UID=yasam;'
r'PWD=password'
)
cursor = conn.cursor()
sqlInsert="INSERT INTO [dbo].[test_table](RecordID,Model,SubmitDate,CountryCode,Score,Comment) VALUES "
for i, d in enumerate(df):
print(i)
#truncate to 1024 for db size
if len(d[5])>1024:
d[5]=d[5][:1024]
if len(d[1])>32:
d[2]=d[1][:32]
d[5]=d[5].replace("'","''") # Comment, replace ' for sql
d[2]=d[2].replace("'","''") #Model
d[4]=str(d[4]) # float to str
temp="("+",".join(["N'"+dd+"'" for dd in d])+")" #N for encoding
tList.append(temp)
if i == len(df)-1:
text=','.join(tList)
cursor.execute(sqlInsert+text) #last insert
elif i % 10 == 9:
text=','.join(tList)
print(text)
cursor.execute(sqlInsert+text) #batch insert
tList=[]
temp=''
conn.commit()
reference:
pyodbc 用法
https://my.oschina.net/zhengyijie/blog/35587
Inserting multiple rows in a single SQL query
https://stackoverflow.com/questions/452859/inserting-multiple-rows-in-a-single-sql-query
Pyodbc query string quote escaping
使用兩個''避免或用?方式
unicode 問題(沒遇到)
http://blog.csdn.net/samed/article/details/50539742
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