python3 upload data from CSV into Oracle
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1. 使Python可以操作Oracle数据库,首先需要安装cx_Oracle包。
2. 创建一个简单的python文件,测试安装是否成功。
1 #!/usr/bin/env python3 2 # -*- coding: utf-8 -*- 3 4 import cx_Oracle 5 dns_tns=cx_Oracle.makedsn(‘host‘,port,service_name=‘servic name‘) 6 con = cx_Oracle.connect(‘username‘, ‘password‘, dns_tns) 7 cur=con.cursor() 8 sql = "select * from test_table" 9 cur.execute(sql) 10 re = cur.fetchall() 11 for item in re: 12 print(item) 13 cur.close() 14 con.close()
3. 插入操作(少量的插入)
1 #!/usr/bin/env python3 2 # -*- coding: utf-8 -*- 3 4 import cx_Oracle 5 import csv 6 7 dns_tns=cx_Oracle.makedsn(‘host‘,port,service_name=‘service name‘) 8 con = cx_Oracle.connect(‘username‘, ‘password‘, dns_tns) 9 cur=con.cursor() 10 with open(‘/home/cyn/test.csv‘, newline=‘‘, encoding=‘utf-8‘) as f: 11 data_reader = csv.reader(f) 12 for row in data_reader: 13 sql = "INSERT INTO runbook_pid_w_user(host_name, account, host_type) VALUES (‘" + row[0] +"‘, ‘" + row[1] +"‘, ‘Windows Server‘)" 14 print(sql) 15 cur.execute(sql) 16 con.commit() 17 cur.close() 18 con.close()
4. 当插入的data数量很多时,可以用executemany来进行插入操作。
1 #!/usr/bin/env python3 2 # -*- coding: utf-8 -*- 3 4 import cx_Oracle 5 import csv 6 7 dns_tns=cx_Oracle.makedsn(‘host‘,port,service_name=‘service name‘) 8 con = cx_Oracle.connect(‘username‘, ‘password‘, dns_tns) 9 cur=con.cursor() 10 with open(‘/home/cyn/test.csv‘, newline=‘‘, encoding=‘utf-8‘, errors="ignore") as f: 11 data_reader = csv.reader(f) 12 M = [] 13 i = 0 14 sql = "INSERT INTO runbook_pid_pim(host_name, account, host_type) VALUES (:1, :2, :3)" 15 cur.prepare(sql) 16 for row in data_reader: 17 i += 1 18 if i!=1: 19 M.append((row[0],row[1],row[2])) 20 if i % 500 == 0: 21 print(i) 22 cur.executemany(None, M) 23 M = [] 24 cur.executemany(None, M) 25 print(i) 26 con.commit() 27 cur.close() 28 con.close()
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