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python操作mysql(增删改查)

python操作mysql(增删改查)

作者: Wei_Lai | 来源:发表于2018-12-27 23:10 被阅读0次

    使用mysqlclient

    先安装mysqlclient

    网址:https://pypi.org/project/mysqlclient/
    python中可使用pip安装,pip install mysqlclient

    也可以使用别的方法,详细可查看之前的文章:
    爬取百度百科词条写入数据库

    python操作mysql

    查询数据

    import MySQLdb
    
    # 获取连接
    connection = MySQLdb.connect(
        host = 'localhost',
        user = 'root',
        password = 'password',
        db = 'school',
        charset = 'utf8mb4',
        port = 3306 # 默认3306,可不填port
    )
    
    # 获取数据
    cursor = connection.cursor()
    cursor.execute('SELECT * FROM `students`ORDER BY `in_time`DESC;') 
    result =  cursor.fetchone()  # 获取第一条数据
    print (result)
    
    # 关闭连接
    connection.close()
    

    可能会出现异常,所以改写

    import MySQLdb
    
    try:
    # 获取连接
        connection = MySQLdb.connect(
            host = 'localhost',
            user = 'root',
            password = 'password',
            db = 'school',
            charset = 'utf8mb4',
            port = 3306 # 默认3306,可不填port
        )
        # 获取数据
        cursor = connection.cursor()
        cursor.execute('SELECT * FROM `students`ORDER BY `in_time`DESC;') 
        result =  cursor.fetchone()  # 获取第一条数据
        print (result)
    
    except MySQLdb.Error as e:
        print('Error : %s ' % e)
    
    
    finally:
        # 关闭连接
        connection.close()
    

    因为这个操作是所有都有的,所以封装成一个对象

    import MySQLdb
    
    class MysqlSearch:
        def __init__(self):
            self.get_connection()
        
        def get_connection(self):
            try:
                self.connection = MySQLdb.connect(
                    host = 'localhost',
                    user = 'root',
                    password = 'password',
                    db = 'school',
                    charset = 'utf8mb4',
                    port = 3306 # 默认3306,可不填port
                )          
            except MySQLdb.Error as e:
                print('Error : %s ' % e)
    
        def close_connection(self):
            try:
                if self.connection:
                    self.connection.close()
            except MySQLdb.Error as e:
                print('Error : %s ' % e)
    
        def get_one(self):
                # 获取会话指针
                cursor = self.connection.cursor()
                # 准备sql
                sql = 'SELECT * FROM `students`WHERE`name`=%s ORDER BY `in_time`DESC;'
                # 执行sql
                cursor.execute(sql,('weilai',)) 
                # print(cursor.description)
                ## (('id', 3, 1, 11, 11, 0, 0), ('name', 253, 6, 80, 80, 0, 0), 
                ## ('nickname', 253, 4, 80, 80, 0, 1), ('sex', 254, 3, 4, 4, 0, 1),
                ## ('in_time', 12, 19, 19, 19, 0, 1))
                ## 获得一条结果
                # a = [k[0] for k in cursor.description],
                ## a = ['id', 'name', 'nickname', 'sex', 'in_time']
                # b = [k[0] for k in cursor.description],cursor.fetchone()
                ## (['id', 'name', 'nickname', 'sex', 'in_time'],
                ##  (7, 'weilai', 'imwl', '男', datetime.datetime(2018, 12, 27, 22, 5, 41)))
                result = dict(zip([k[0] for k in cursor.description],cursor.fetchone()))  
                # 关闭 cursor 和连接
                cursor.close()
                self.close_connection()
                return result
    
        def get_more(self):
                cursor = self.connection.cursor()
                sql = 'SELECT * FROM `students`WHERE`name`=%s ORDER BY `in_time`DESC;'
                cursor.execute(sql,('weilai',)) 
                result = [dict(zip([k[0] for k in cursor.description],row))
                    for row in cursor.fetchall()] 
                # print(result) 
                # [{'id': 7, 'name': 'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)}, 
                # {'id': 8, 'name':'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)},
                # {'id': 9, 'name': 'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)}]
                cursor.close()
                self.close_connection()
                return result
    
    
    def main():
        obj = MysqlSearch()
        # a = obj.get_one()
        # print(a)
        # print(a['id'])
    
        b = obj.get_more()
        for item in b:
            print(item)
    
    
    if __name__ == '__main__':
        main()
    
    # zip函数
    '''
    zip() 将对象中对应的元素打包成一个个元组,然后返回由这些元组组成的对象,元素个数与最短的一致
    >>> a = [1,2,3]
    >>> b = [4,5,6]
    >>> c = [4,5,6,7,8]
    >>> zipped = zip(a,b)     # 返回一个对象
    >>> zipped
    <zip object at 0x103abc288>
    >>> list(zipped)  # list() 转换为列表
    [(1, 4), (2, 5), (3, 6)]
    >>> list(zip(a,c))              # 元素个数与最短的列表一致
    [(1, 4), (2, 5), (3, 6)]
     
    >>> a1, a2 = zip(*zip(a,b))          # 与 zip 相反,zip(*) 可理解为解压,返回二维矩阵式
    >>> list(a1)
    [1, 2, 3]
    >>> list(a2)
    [4, 5, 6]
    '''
    

    ** 补充(分页查询):

        def get_more_by_pages(self, page, page_size):
            # 分页查询数据
            offset =  (page -1) * page_size
    
            cursor = self.connection.cursor()
            sql = 'SELECT * FROM `students`WHERE`name`=%s ORDER BY `in_time`DESC LIMIT %s , %s;'
            cursor.execute(sql,('weilai', offset, page_size)) 
            result = [dict(zip([k[0] for k in cursor.description],row))
             for row in cursor.fetchall()] 
                # print(result) 
                # [{'id': 7, 'name': 'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)}, 
                # {'id': 8, 'name':'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)},
                # {'id': 9, 'name': 'weilai', 'nickname': 'imwl', 'sex': '男', 'in_time': datetime.datetime(2018, 12, 27, 22, 5, 41)}]
            cursor.close()
            self.close_connection()
            return result
    

    新增/修改数据到数据库

    出现问题不应该提交

        def add_one(self):
            # 准备SQL
            try:
                sql = (
                    "INSERT INTO `students` (`name`,`nickname`,`sex`,`in_time`) VALUE"
                    "(%s,%s,%s,%s);"
                    )
                cursor = self.connection.cursor()
    
                # 可以提交多条
                cursor.execute(sql,('name1', 'nickname1', '男', None))
                cursor.execute(sql,('name2', 'nickname2', '男', 'haha'))
                # 提交事务
                self.connection.commit()
                # 关闭cursor和连接
                cursor.close()
                
            except MySQLdb.Error as e:
                print('Error : %s ' % e)
                self.connection.rollback()
            
            self.close_connection()
    

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