mysql关联查询过慢问题
文章目录
- mysql关联查询过慢问题
- 前言
- 二、查询创建新表sql
- 1.销售表1
- 2.销售表2
- 3,查询最终结果
- 三、查询过慢问题及原因
- 1,问题
- 2,原因
前言
因为公司项目需要统计订单数据的差异性,需要对多张千万级订单数据表进行差异比较,一开始通过表数据关联查询到结果然后直接用查询后的结果生成新表,一开始的时候都比较快,千万级的数据查询以及创建新表都是在几百秒的时间生成了结果表,但是在进行生成的新表关联查询的时候是出奇的慢
二、查询创建新表sql
1.销售表1
代码如下(示例):
create table `清洗表-oms销售订单2`(id int primary key auto_increment)
(SELECT
oso.sales_order_code AS '单据编号',
SUBSTRING(os.store_code,5) AS '项目编码',
os.store_name AS '项目名称',
DATE_FORMAT(p.paid_time,'%Y-%m-%d') AS '下单日期',
oso.trade_id AS '平台订单号',
SUBSTRING_INDEX(oso.trade_id,"__",1) as '平台订单号-标准',
oso.province_name AS '收货省',
oso.city_name AS '收货市',
oso.district_name AS '收货区',
oso.address AS '收货地址',
oso.contact AS '收货人',
oso.mobile AS '收货号码',
osod.sku_code AS '物料编码',
osod.sku_name AS '物料名称',
osod.quantity AS '数量',
CONVERT(((osod.discount_amount+osod.actual_amount)/osod.quantity),DECIMAL(10,4)) AS '单价',
(osod.discount_amount+osod.actual_amount) AS '金额',
oso.reissue_reason AS '补发原因'
FROM
oms_sales_order oso
LEFT JOIN oms_sales_order_detail osod ON oso.sales_order_id = osod.sales_order_id
LEFT JOIN oms_store os ON oso.store_id = os.store_id
LEFT JOIN oms_sales_order_payment p ON oso.sales_order_id = p.sales_order_id
WHERE oso.created_time >= '2021-01-01 00:00:00' AND oso.created_time < '2023-01-01 00:00:00')
2.销售表2
代码如下(示例):
create table `清洗表-erp订单2`(id int primary key auto_increment)
(SELECT
e.cache_id AS '单据编号',
SUBSTRING(e.store_code,5) AS '项目编码' ,
s.store_name AS '项目名称',
DATE_FORMAT(e.mall_paid_time,'%Y-%m-%d') AS '下单日期',
e.trade_id AS '平台订单号',
e.province_name AS '收货省份',
e.city_name AS '收货市',
e.district_name AS '收货区',
e.address AS '收货地址',
e.contact AS '收货人',
e.mobile AS '收货号码',
e.mall_product_id AS '平台商品ID',
e.mall_sku_id AS '平台规格ID',
e.sku_code AS '物料编码',
e.sku_name AS '物料名称',
e.quantity AS '数量',
e.actual_price AS '单价',
CONVERT(e.actual_price * e.quantity,DECIMAL(10,4)) '金额'
FROM
erp_template_import_cache e LEFT JOIN oms_store s ON e.store_id = s.store_id WHERE cache_id > 12758627
UNION
SELECT
e.cache_id AS '单据编号',
SUBSTRING(e.store_code,5) AS '项目编码' ,
s.store_name AS '项目名称',
DATE_FORMAT(e.mall_paid_time,'%Y-%m-%d') AS '下单日期',
e.trade_id AS '平台订单号',
e.province_name AS '收货省份',
e.city_name AS '收货市',
e.district_name AS '收货区',
e.address AS '收货地址',
e.contact AS '收货人',
e.mobile AS '收货号码',
e.mall_product_id AS '平台商品ID',
e.mall_sku_id AS '平台规格ID',
e.sku_code AS '物料编码',
e.sku_name AS '物料名称',
e.quantity AS '数量',
e.actual_price AS '单价',
CONVERT(e.actual_price * e.quantity,DECIMAL(10,4)) '金额'
FROM
erp_template_import_cache_bacup20220524 e LEFT JOIN oms_store s ON e.store_id = s.store_id)
3,查询最终结果
代码如下(示例):
create table `核对erp订单VSoms销售订单2`(id int primary key auto_increment)
SELECT
erp.id AS 'erpID',
oms.id AS 'omsID',
erp.`下单日期` AS 'erp下单时间',
oms.`下单日期` AS 'oms下单时间',
erp.`项目名称` as '项目名称',
erp.`平台订单号` ,
oms.`平台订单号-标准` AS '平台订单号_标准',
erp.`物料编码`,
erp.`物料名称`,
erp.`数量` as 'erp_订单明细_数量',
erp.`金额` as 'erp_订单明细_金额',
oms.`数量` AS 'oms_销售订单_数量',
oms.`金额` as 'oms_销售订单_金额',
erp.数量-oms.数量 as '差异_数量',
erp.金额-oms.`金额` as '差异_金额'
FROM
`清洗表-erp订单` erp
LEFT JOIN `清洗表-oms销售订单` oms ON erp.`平台订单号` = oms.`平台订单号-标准`
AND erp.`物料编码` = oms.`物料编码`
AND erp.`项目编码` = oms.`项目编码`
AND erp.`下单日期` = oms.`下单日期`
三、查询过慢问题及原因
1,问题
执行最终结果的sql时,sql执行了周末两天结果都没有出来,两天都没有出来,其他数据量相同的单据的结果都出来,而这个没有结果没有,那么肯定是有问题了,一开始是以为索引没有建立正确,多次删除索引都没有解决问题
2,原因
后面在查看表结构的时候发现字段的字符集以及排序规则存在差异
上图是更改之后的字段字符集,之前的oms销售订单表中的用到的索引的字符集是utf8mb3,将字符集以及排序规则修改后就正常查询出来结果了,简单修改的方法如下