mysql常用操作封装

import time

import pymysql
from dbutils.pooled_db import PooledDB

MIDPLAT_DB_CONFIG = {
    'host': 'localhost' ,
    'port': 3306 ,
    'user': 'xxx',
    'passwd': 'xxx',
    'db': 'xxx',
    'charset': 'utf8',
    'maxconnections': 10
}
def split_list(data_list: list, sub_list_length: int) -> list:
    """
    将一个list,拆分成多个子列表 ,子列表的最大长度为 sub_list_length
    :param data_list:
    :param sub_list_length:
    :return:
    """
    data_length = len(data_list)
    if data_length <= sub_list_length:
        return [data_list]

    result = []
    for i in range(0, data_length, sub_list_length):
        result.append(data_list[i:i + sub_list_length])

    return result

class MysqlPoolHandler:
    def __init__(self,db_config=MIDPLAT_DB_CONFIG):
        self.mysql_pool_handler = PooledDB(creator=pymysql, **db_config, cursorclass=pymysql.cursors.DictCursor)

    def insert_mysql(self, sql: str) -> int:
        """
        MySQL 插入数据
        :param mysql_pool:数据库连接池
        :param sql:插入语句SQL
        :return:影响的行数
        """
        try:
            mysql_conn = self.mysql_pool_handler.connection()
            with mysql_conn.cursor() as cursor:
                cursor.execute(sql)
                result = cursor.rowcount
            mysql_conn.commit()
            mysql_conn.close()
            return result
        except Exception as e:
            print(e)
            return 0


    def update_mysql(self, table: str, data: dict, where: dict,
                           db: str = None):
        """
        MySQL 更新记录
        :param mysql_pool:数据库连接池
        :param table: 要插入的数据库表
        :param fields: 要插入的字段列表,需有序
        :param data: 要插入的数据,dict 列表
        :param update_fields: 当唯一索引冲突时要更新的字段
        :param db: 要插入的数据库名
        :return:影响的行数
        """
        assert table, "`table` cannot be empty"
        assert where, "`where` cannot be empty"
        if not data:
            print("update empty data!")
            return 0
        key_value_str = ",".join([f"`{x}`='{self._clean_value(data.get(x))}'" for x in data if x not in where])
        where_str = " AND ".join([f"`{y}`='{self._clean_value(where.get(y))}'" for y in where])
        table_name = f"{db}.{table}" if db else table
        update_sql = f"""UPDATE {table_name} SET {key_value_str} WHERE {where_str}"""
        print(update_sql)
        tmp = self.insert_mysql(update_sql)
        return tmp

    def query_mysql(self, sql: str, args=None) -> list:
        """
        MySQL 查询多条数据
        :param mysql_pool:数据库连接池
        :param sql:查询语句SQL
        :param args:参数,在sql中使用 %s占位符
        :return:查询结果
        """

        mysql_conn = self.mysql_pool_handler.connection()
        with mysql_conn.cursor() as cursor:
            cursor.execute(sql, args)
            result = cursor.fetchall() or []
        mysql_conn.close()
        return result

    def _clean_value(self, value):
        if isinstance(value, str):
            value = value.replace("'", "\\'")
        return value

    def batch_insert_mysql(self, table: str, fields: list, data: list, update_fields: list = None,
                           db: str = None) -> int:
        """
        MySQL 批量插入数据
        :param mysql_pool:数据库连接池
        :param table: 要插入的数据库表
        :param fields: 要插入的字段列表,需有序
        :param data: 要插入的数据,dict 列表
        :param update_fields: 当唯一索引冲突时要更新的字段
        :param db: 要插入的数据库名
        :return:影响的行数
        """
        assert table, "`table` cannot be empty"
        assert fields, "`fields` cannot be empty"
        if not data:
            print("insert empty data!")
            return 0
        field_str = ",".join([f"`{x}`" for x in fields])
        table_name = f"{db}.{table}" if db else table
        result = 0
        split_data = split_list(data, 1000)
        for sub_data in split_data:
            value_list = []
            for d in sub_data:
                value_list.append(",".join([f"'{self._clean_value(d.get(x))}'" for x in fields]))
            value_str = ",".join([f"({x})" for x in value_list])
            insert_sql = f"""INSERT INTO {table_name}({field_str}) VALUES {value_str}"""
            if update_fields:
                update_str = f" ON DUPLICATE KEY UPDATE {','.join([f'`{x}`=VALUES(`{x}`)' for x in update_fields])}"
                insert_sql += update_str
            print(insert_sql)
            tmp = self.insert_mysql(insert_sql)
            result += tmp
        return result
    def __enter__(self):
        return self

    def __exit__(self):
        self.mysql_pool_handler.close()


def insert_mysql(mysql_pool, sql: str) -> int:
    """
    MySQL 插入数据
    :param mysql_pool:数据库连接池
    :param sql:插入语句SQL
    :return:影响的行数
    """
    mysql_conn = mysql_pool.connection()
    with mysql_conn.cursor() as cursor:
        cursor.execute(sql)
        result = cursor.rowcount
    mysql_conn.commit()
    mysql_conn.close()
    return result


def query_mysql(mysql_pool, sql: str, args=None) -> list:
    """
    MySQL 查询多条数据
    :param mysql_pool:数据库连接池
    :param sql:查询语句SQL
    :param args:参数,在sql中使用 %s占位符
    :return:查询结果
    """
    mysql_conn = mysql_pool.connection()
    with mysql_conn.cursor() as cursor:
        cursor.execute(sql, args)
        result = cursor.fetchall() or []
    mysql_conn.close()
    return result

def raw_execute_sql(mysql_pool, sql: str):
    """
    原始地执行SQL
    :param mysql_pool:数据库连接池
    :param sql:任意SQL
    :return:
    """
    mysql_conn = mysql_pool.connection()
    with mysql_conn.cursor() as cursor:
        cursor.execute(sql)
        result = cursor.rowcount
    mysql_conn.commit()
    mysql_conn.close()
    return result

def _clean_value(value):
    if isinstance(value, str):
        value = value.replace("'", "\\'")
    return value


def batch_insert_mysql(mysql_pool, table: str, fields: list, data: list, update_fields: list = None,
                       db: str = None) -> int:
    """
    MySQL 批量插入数据
    :param mysql_pool:数据库连接池
    :param table: 要插入的数据库表
    :param fields: 要插入的字段列表,需有序
    :param data: 要插入的数据,dict 列表
    :param update_fields: 当唯一索引冲突时要更新的字段
    :param db: 要插入的数据库名
    :return:影响的行数
    """
    assert table, "`table` cannot be empty"
    assert fields, "`fields` cannot be empty"
    if not data:
        print("insert empty data!")
        return 0

    field_str = ",".join([f"`{x}`" for x in fields])

    table_name = f"{db}.{table}" if db else table

    result = 0
    split_data = split_list(data, 1000)
    for sub_data in split_data:
        value_list = []
        for d in sub_data:
            value_list.append(",".join([f"'{_clean_value(d.get(x))}'" for x in fields]))
        value_str = ",".join([f"({x})" for x in value_list])

        insert_sql = f"""INSERT INTO {table_name}({field_str}) VALUES {value_str}"""
        if update_fields:
            update_str = f" ON DUPLICATE KEY UPDATE {','.join([f'`{x}`=VALUES(`{x}`)' for x in update_fields])}"
            insert_sql += update_str
        print(insert_sql)
        tmp = insert_mysql(mysql_pool, insert_sql)
        result += tmp
    return result


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