如何实现python的mysql连接池并加入缓存过期
MySQL建立的连接,在8小时内都没有访问请求的话,mysql server将主动断开这条连接。在使用pymysql或MySQLdb操作数据库连接时,当cursor一直处于连接状态,未及时close时,连接池被占用。查看后台日志:
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"MySQL server has gone away (%r)" % (e,)) pymysql.err.OperationalError: (2006, "MySQL server has gone away (TimeoutError(110, 'Connection timed out'))")
代码中未在query操作及时close cursor,在每个连接中,均要有cursor.close() 和 conn.close()操作。即:
def db_execute(query): conn = MySQLdb.connect(*) cur = conn.cursor() cur.execute(query) res = cur.fetchall() cur.close() conn.close() return res
这样的话会有性能问题,推荐使用SqlAlchemy.pool。那mysql中有办法实现吗?我们试试多线程和协程。
class MysqlConnect(object): """ mysql connect 基类 """ def __init__(self, db_params=cmdb_test_params, maxconn=5): self.db_params = db_params self.maxconn = maxconn self.pool = Queue(maxconn) for i in range(maxconn): self.connect = self._connect() self.commit() self.cursor = self._cursor() def _connect(self): """ mysql connect :return cursor: """ key = ['host', 'port', 'user', 'password', 'database', 'charset'] if not all([True if k in self.db_params else False for k in key]): raise Exception(list(self.db_params.keys()), "数据库连接失败,请检查配置参数") try: conn = pymysql.connect(**self.db_params) conn.autocommit(True) self.pool.put(self.connect) except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() raise pymysql.Error("连接数据库失败 %s" % e) self.connect = conn return self.connect def _cursor(self): if self.connect: conn = self.pool.get() self.cursor = conn.cursor(cursor=pymysql.cursors.DictCursor) else: self._connect() conn = self.pool.get() self.cursor = conn.cursor(cursor=pymysql.cursors.DictCursor) return self.cursor def close(self): if self.connect: self.cursor.close() # 关闭游标,未及时close时,连接池被占用 error code 2006 self.pool.put(self.connect) self.connect = None def commit(self): try: if self.connect: self.connect.autocommit(True) except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() raise pymysql.Error("数据库提交失败 %s" % e) finally: self.close() def rollback(self): try: if self.connect: self.connect.rollback() except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() raise pymysql.Error("数据库回滚失败 %s" % e) finally: if self.connect: self.close() def __del__(self): self.commit() def query_execute(self, sql): try: if self.connect is None: self._connect() self._cursor() result_list = [] self.cursor.execute(sql) for row in self.cursor.fetchall(): result_list.append(list(row)) return result_list except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() raise pymysql.Error("数据库查询失败 %s" % e) finally: if self.connect: self.close() def dml_execute(self, sql): try: if self.connect is None: self._connect() self._cursor() if self.cursor is None: self._cursor() self.cursor.execute(sql) self.commit() except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() self.rollback() raise pymysql.Error("数据库执行dml失败 %s" % e) finally: self.close() def dml_execute_many(self, sql): try: if self.connect is None: self._connect() self._cursor() if self.cursor is None: self._cursor() self.cursor.executemany(sql) self.commit() except pymysql.Error as e: logutil.Logger().error(e) traceback.print_exc() self.rollback() raise pymysql.Error("数据库执行dml失败 %s" % e) finally: self.close() def testmysqldb(self,ip,user,password,dbname,Strsql): try: self.connect = pymysql.connect(host=ip,user=user,passwd=password,charset='utf8') self.connect.select_db(dbname) self.query_execute(Strsql) return True except Exception as e: print(("Error %d :%s" %(e.args[0],e.args[1]))) return False
新闻标题:如何实现python的mysql连接池并加入缓存过期
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