本文實例分析了Python多線程操作數據庫相關問題。分享給大家供大家參考,具體如下:
python多線程并發操作數據庫,會存在鏈接數據庫超時、數據庫連接丟失、數據庫操作超時等問題。
解決方法:使用數據庫連接池,并且每次操作都從數據庫連接池獲取數據庫操作句柄,操作完關閉連接返回數據庫連接池。
*連接數據庫需要設置
charset = 'utf8', use_unicode = True
,不然會報中文亂碼問題*網上說解決python多線程并發操作數據庫問題,連接時使用
self.conn.ping(True)
(檢查并保持長連接),但是我這邊親測無法解決,建議還是使用數據庫連接池
python多線程代碼:
import threadingclass MyThread(threading.Thread): def __init__(self, name, count, exec_object): threading.Thread.__init__(self) self.name = name self.count = count self.exec_object = exec_object def run(self): while self.count >= 0: count = count - 1 self.exec_object.execFunc(count)thread1 = MyThread('MyThread1', 3, ExecObject())thread2 = MyThread('MyThread2', 5, ExecObject())thread1.start()thread2.start()thread1.join() # join方法 執行完thread1的方法才繼續主線程thread2.join() # join方法 執行完thread2的方法才繼續主線程# 執行順序 并發執行thread1 thread2,thread1和thread2執行完成才繼續執行主線程# ExecObject類是自定義數據庫操作的業務邏輯類#########join方法詳解########thread1 = MyThread('MyThread1', 3, ExecObject())thread2 = MyThread('MyThread2', 5, ExecObject())thread1.start()thread1.join() # join方法 執行完thread1的方法才繼續主線程thread2.start()thread2.join() # join方法 執行完thread2的方法才繼續主線程# 執行順序 先執行thread1,執行完thread1再執行thread2,執行完thread2才繼續執行主線程
mysql數據庫連接池代碼:
import MySQLdbfrom DBUtils.PooledDB import PooledDBclass MySQL: host = 'localhost' user = 'root' port = 3306 pasword = '' db = 'testDB' charset = 'utf8' pool = None limit_count = 3 # 最低預啟動數據庫連接數量 def __init__(self): self.pool = PooledDB(MySQLdb, self.limit_count, host = self.host, user = self.user, passwd = self.pasword, db = self.db, port = self.port, charset = self.charset, use_unicode = True) def select(self, sql): conn = self.pool.connection() cursor = conn.cursor() cursor.execute(sql) result = cursor.fetchall() cursor.close() conn.close() return result def insert(self, table, sql): conn = self.pool.connection() cursor = conn.cursor() try: cursor.execute(sql) conn.commit() return {'result':True, 'id':int(cursor.lastrowid)} except Exception as err: conn.rollback() return {'result':False, 'err':err} finally: cursor.close() conn.close()
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