最近在生产客服平台,运营岗老师反馈,一个2w人的企业,在信息详情查询时,加载时间过长,越70s左右出结果,需要后台优化下SQL。
首先展示一下原SQL
select DISTINCT pma.member_apply_id,tm.mobile_num,tpp.product,tpp.plan_id,tpp.plan_name,pma.org_name,vtor.role_id,tp.person_id,tp.real_name,tp.certi_code,tp.birthday,pma.start_work_date,pma.rank,pma.retire_age,pma.month_base,ext.self_define_11,ext.now_month_salary,pma.employee_date,pma.eff_date,pma.employee_no,pma.member_sts_id,pma.account_state_id,tp.certi_type,tp.gender,decode(tp.gender, 'M', '男' , 'F', '女') sexName,mt.member_sts_name memberStateName,amt.account_sate_desc accountStateName,ct.certi_type_name certiTypeName,pma.emailFROM tms_plan_member_apply pma,tms_person tp,tms_mobile_number_screen tm,v_tms_org_role vtor,tms_product_plan tpp,tms_certi_type_tbl ct,tms_member_sts_tbl mt,tms_member_account_sate amt,tms_plan_member_collect_ext ext,(select max(pma2.member_apply_id) member_apply_idFROM tms_plan_member_apply pma2, tms_busi_apply tba2WHERE tba2.flow_sts_id = 9999AND EXISTS (SELECT 1FROM v_tms_org_role TWHERE t.role_type = '13'AND t.ORG_NAME = pma2.org_nameSTART WITH T.ROLE_ID = '46000'CONNECT BY PRIOR T.ORG_ID = T.PARENT_ORG)AND tba2.apply_id = pma2.busi_apply_idAND tba2.plan_id = '39076'GROUP BY pma2.person_id) t1WHERE ((tm.screen_id =(select max(mm.screen_id)FROM tms_mobile_number_screen mmWHERE mm.person_id = tm.person_Id)) OR tm.screen_id is null)AND ext.apply_id(+) = pma.busi_apply_idAND ext.person_id(+) = pma.person_idAND ct.certi_type_id(+) = tp.certi_typeAND pma.person_id = tp.person_idAND tm.person_id(+) = pma.person_idAND mt.member_sts_id(+) = pma.member_sts_idAND amt.account_sate_id(+) = pma.account_state_idAND vtor.org_name = pma.org_nameAND vtor.ROLE_TYPE = 13AND t1.member_apply_id = pma.member_apply_idAND tpp.plan_id = '39076'ORDER BY tp.real_name
遇到这种SQL,我们第一步是要将无用的查询和码表去掉,来简化这种较长的SQL,如上面所展示,去除tms_mobile_number_screen 、tms_certi_type_tbl、tms_member_sts_tbl、tms_member_account_sate表关联。
之后发现,当去掉tms_plan_member_collect_ext这个表的关联条件后,查询的速度就特别快,SQL中,使用该表的关联条件为:
ext.apply_id(+) = pma.busi_apply_idAND ext.person_id(+) = pma.person_id
oracle中的(+)是一种特殊的用法,(+)表示外连接,并且总是放在非主表的一方。例如左外连接:
select A.a,B.a from A LEFT JOIN B ON A.b=B.b;
等价于
select A.a,B.a from A,B where A.b = B.b (+);
再举个例子,这次是右外连接:
select A.a,B.a from A RIGHT JOIN B ON A.b=B.b;
等价于
select A.a,B.a from A,B where A.b (+) = B.b;
观察了一下ext表的结构,发现使用了联合索引,联合索引就是apply_id和person_id两个字段,这时候第一反应是索引是否生效,看了一下执行计划,确实走了索引,这里普及一下索引是否生效的例子:
索引:IDX(b,c)
select id where b = xx;
select id where c = xx;
上面的两句sql会走b,c的联合索引吗?
答案是第一条会走,第二条不会。
那多个字段的联合索引,使用部分字段会走索引吗?例如 IDX(a,b,c) select id where b = xx and c = xx;
答案是不会,其实不管是多少个字段的联合索引,不管查询顺序,不管查询用到了几个字段,只要没有使用联合索引的第一个字段,则不会走联合索引。
在数据量很大的表中,联合索引要比单个索引要慢,因为要比对两次,接着看表索引,发现该表有一个主键是索引,果断采用主键索引,因为唯一性高,使用主键索引后,速度立刻由70s下降到0.5s左右。




