Sql 在子查询中按级别连接

Sql 在子查询中按级别连接,sql,performance,oracle,query-optimization,Sql,Performance,Oracle,Query Optimization,我在Oracle数据库中使用connect_by_级别的子查询来提供与另一个表连接的日期。“连接方式”级别似乎导致查询运行非常缓慢。下面是我的慢查询: select t.code, d.month_end, count(*) from device t, (select add_months(trunc(sysdate, 'MM'), - (level - 1)) - 1 MONTH_END from dual connect by leve

我在Oracle数据库中使用connect_by_级别的子查询来提供与另一个表连接的日期。“连接方式”级别似乎导致查询运行非常缓慢。下面是我的慢查询:

select t.code, d.month_end, count(*)
  from device t,
       (select add_months(trunc(sysdate, 'MM'), - (level - 1)) - 1 MONTH_END
          from dual
        connect by level <= 1) d
 where (d.month_end between t.date and t.exp_date)
 group by t.code, d.month_end
| Id  | Operation                                      | Name                     | Rows  | Bytes |         Cost (%CPU)| Time     | Pstart| Pstop |    TQ  |IN-OUT| PQ Distrib |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
|   0 | SELECT STATEMENT                               |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |        |      |            |
|   1 |  PX COORDINATOR                                |                          |       |       |            |          |       |       |        |      |            |
|   2 |   PX SEND QC (RANDOM)                          | :TQ10006                 |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | P->S | QC (RAND)  |
|   3 |    HASH GROUP BY                               |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | PCWP |            |
|   4 |     PX RECEIVE                                 |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | PCWP |            |
|   5 |      PX SEND HASH                              | :TQ10005                 |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | P->P | HASH       |
|   6 |       HASH GROUP BY                            |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|*  7 |        HASH JOIN OUTER                         |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|   8 |         PX RECEIVE                             |                          |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|   9 |          PX SEND HASH                          | :TQ10003                 |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,03 | P->P | HASH       |
|* 10 |           HASH JOIN OUTER BUFFERED             |                          |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,03 | PCWP |            |
|  11 |            PX RECEIVE                          |                          |       |       |            |          |       |       |  Q1,03 | PCWP |            |
|  12 |             PX SEND HASH                       | :TQ10001                 |       |       |            |          |       |       |  Q1,01 | P->P | HASH       |
|  13 |              NESTED LOOPS                      |                          |       |       |            |          |       |       |  Q1,01 | PCWP |            |
|  14 |               NESTED LOOPS                     |                          |   276 | 13800 | 50303   (0)| 00:00:01 |       |       |  Q1,01 | PCWP |            |
|  15 |                BUFFER SORT                     |                          |       |       |            |          |       |       |  Q1,01 | PCWC |            |
|  16 |                 PX RECEIVE                     |                          |       |       |            |          |       |       |  Q1,01 | PCWP |            |
|  17 |                  PX SEND BROADCAST             | :TQ10000                 |       |       |            |          |       |       |        | S->P | BROADCAST  |
|  18 |                   VIEW                         |                          |     1 |     6 |     3   (0)| 00:00:01 |       |       |        |      |            |
|* 19 |                    CONNECT BY WITHOUT FILTERING|                          |       |       |            |          |       |       |        |      |            |
|  20 |                     FAST DUAL                  |                          |     1 |       |     3   (0)| 00:00:01 |       |       |        |      |            |
|  21 |                PX PARTITION RANGE ALL          |                          |  3898K|       |  1656   (0)| 00:00:01 |     1 |    75 |  Q1,01 | PCWC |            |
|* 22 |                 INDEX RANGE SCAN               | FTR_DT_IX1               |  3898K|       |  1656   (0)| 00:00:01 |     1 |    75 |  Q1,01 | PCWP |            |
|* 23 |               TABLE ACCESS BY LOCAL INDEX ROWID| FTR_DT                   |   276 | 12144 | 50300   (0)| 00:00:01 |     1 |     1 |  Q1,01 | PCWP |            |
|  24 |            PX RECEIVE                          |                          |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,03 | PCWP |            |
|  25 |             PX SEND HASH                       | :TQ10002                 |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | P->P | HASH       |
|  26 |              PX BLOCK ITERATOR                 |                          |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | PCWC |            |
|* 27 |               TABLE ACCESS STORAGE FULL        | DTL_HIST_DT              |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | PCWP |            |
|  28 |         PX RECEIVE                             |                          |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,05 | PCWP |            |
|  29 |          PX SEND HASH                          | :TQ10004                 |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | P->P | HASH       |
|  30 |           PX BLOCK ITERATOR                    |                          |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | PCWC |            |
|* 31 |            TABLE ACCESS STORAGE FULL           | POINT_T                  |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | PCWP |            |  

Predicate Information (identified by operation id):
---------------------------------------------------

   7 - access("C"."CODE"="AP"."CODE"(+) AND "C"."POINT_ID"="AP"."POINT_ID"(+))
  10 - access("CF"."P_ID"="C"."WTN"(+))
  19 - filter(LEVEL<=1)
  22 - access("CF"."DATE"<=INTERNAL_FUNCTION("D"."MONTH_END"))
  23 - filter(UPPER("CF"."PLAN") LIKE '%DV%' AND ("CF"."FT_CODE"='7370' OR "CF"."FT_CODE"='7371' OR "CF"."FT_CODE"='7372' OR 
              "CF"."FT_CODE"='7373' OR "CF"."FT_CODE"='7374' OR "CF"."FT_CODE"='7380' OR "CF"."FT_CODE"='7380C' OR "CF"."FT_CODE"='7381' OR 
              "CF"."FT_CODE"='7381C' OR "CF"."FT_CODE"='7382' OR "CF"."FT_CODE"='7382C' OR "CF"."FT_CODE"='7383' OR "CF"."FT_CODE"='7384' OR 
              "CF"."FT_CODE"='7409' OR "CF"."FT_CODE"='7409C' OR "CF"."FT_CODE"='7410' OR "CF"."FT_CODE"='7410C' OR "CF"."FT_CODE"='TRKDV') AND 
              "CF"."EXP_DATE">=INTERNAL_FUNCTION("D"."MONTH_END"))
  27 - storage("C"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "C"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
       filter("C"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "C"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
  31 - storage("AP"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "AP"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
       filter("AP"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "AP"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)

Note
-----
   - dynamic sampling used for this statement (level=6)
   - automatic DOP: Computed Degree of Parallelism is 8
最后,我希望第一个查询返回过去24个月的数据,但我需要弄清楚为什么它以只有1个月为标准运行得如此缓慢。关于是什么导致级别连接查询的完成时间缓慢,有什么建议吗

编辑以添加慢速查询的解释计划输出:

select t.code, d.month_end, count(*)
  from device t,
       (select add_months(trunc(sysdate, 'MM'), - (level - 1)) - 1 MONTH_END
          from dual
        connect by level <= 1) d
 where (d.month_end between t.date and t.exp_date)
 group by t.code, d.month_end
| Id  | Operation                                      | Name                     | Rows  | Bytes |         Cost (%CPU)| Time     | Pstart| Pstop |    TQ  |IN-OUT| PQ Distrib |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
|   0 | SELECT STATEMENT                               |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |        |      |            |
|   1 |  PX COORDINATOR                                |                          |       |       |            |          |       |       |        |      |            |
|   2 |   PX SEND QC (RANDOM)                          | :TQ10006                 |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | P->S | QC (RAND)  |
|   3 |    HASH GROUP BY                               |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | PCWP |            |
|   4 |     PX RECEIVE                                 |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,06 | PCWP |            |
|   5 |      PX SEND HASH                              | :TQ10005                 |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | P->P | HASH       |
|   6 |       HASH GROUP BY                            |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|*  7 |        HASH JOIN OUTER                         |                          |   520 | 65520 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|   8 |         PX RECEIVE                             |                          |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,05 | PCWP |            |
|   9 |          PX SEND HASH                          | :TQ10003                 |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,03 | P->P | HASH       |
|* 10 |           HASH JOIN OUTER BUFFERED             |                          |   520 | 48880 |   134K  (1)| 00:00:03 |       |       |  Q1,03 | PCWP |            |
|  11 |            PX RECEIVE                          |                          |       |       |            |          |       |       |  Q1,03 | PCWP |            |
|  12 |             PX SEND HASH                       | :TQ10001                 |       |       |            |          |       |       |  Q1,01 | P->P | HASH       |
|  13 |              NESTED LOOPS                      |                          |       |       |            |          |       |       |  Q1,01 | PCWP |            |
|  14 |               NESTED LOOPS                     |                          |   276 | 13800 | 50303   (0)| 00:00:01 |       |       |  Q1,01 | PCWP |            |
|  15 |                BUFFER SORT                     |                          |       |       |            |          |       |       |  Q1,01 | PCWC |            |
|  16 |                 PX RECEIVE                     |                          |       |       |            |          |       |       |  Q1,01 | PCWP |            |
|  17 |                  PX SEND BROADCAST             | :TQ10000                 |       |       |            |          |       |       |        | S->P | BROADCAST  |
|  18 |                   VIEW                         |                          |     1 |     6 |     3   (0)| 00:00:01 |       |       |        |      |            |
|* 19 |                    CONNECT BY WITHOUT FILTERING|                          |       |       |            |          |       |       |        |      |            |
|  20 |                     FAST DUAL                  |                          |     1 |       |     3   (0)| 00:00:01 |       |       |        |      |            |
|  21 |                PX PARTITION RANGE ALL          |                          |  3898K|       |  1656   (0)| 00:00:01 |     1 |    75 |  Q1,01 | PCWC |            |
|* 22 |                 INDEX RANGE SCAN               | FTR_DT_IX1               |  3898K|       |  1656   (0)| 00:00:01 |     1 |    75 |  Q1,01 | PCWP |            |
|* 23 |               TABLE ACCESS BY LOCAL INDEX ROWID| FTR_DT                   |   276 | 12144 | 50300   (0)| 00:00:01 |     1 |     1 |  Q1,01 | PCWP |            |
|  24 |            PX RECEIVE                          |                          |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,03 | PCWP |            |
|  25 |             PX SEND HASH                       | :TQ10002                 |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | P->P | HASH       |
|  26 |              PX BLOCK ITERATOR                 |                          |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | PCWC |            |
|* 27 |               TABLE ACCESS STORAGE FULL        | DTL_HIST_DT              |  7344K|   308M| 83875   (1)| 00:00:02 |       |       |  Q1,02 | PCWP |            |
|  28 |         PX RECEIVE                             |                          |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,05 | PCWP |            |
|  29 |          PX SEND HASH                          | :TQ10004                 |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | P->P | HASH       |
|  30 |           PX BLOCK ITERATOR                    |                          |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | PCWC |            |
|* 31 |            TABLE ACCESS STORAGE FULL           | POINT_T                  |   108K|  3376K|   275   (0)| 00:00:01 |       |       |  Q1,04 | PCWP |            |  

Predicate Information (identified by operation id):
---------------------------------------------------

   7 - access("C"."CODE"="AP"."CODE"(+) AND "C"."POINT_ID"="AP"."POINT_ID"(+))
  10 - access("CF"."P_ID"="C"."WTN"(+))
  19 - filter(LEVEL<=1)
  22 - access("CF"."DATE"<=INTERNAL_FUNCTION("D"."MONTH_END"))
  23 - filter(UPPER("CF"."PLAN") LIKE '%DV%' AND ("CF"."FT_CODE"='7370' OR "CF"."FT_CODE"='7371' OR "CF"."FT_CODE"='7372' OR 
              "CF"."FT_CODE"='7373' OR "CF"."FT_CODE"='7374' OR "CF"."FT_CODE"='7380' OR "CF"."FT_CODE"='7380C' OR "CF"."FT_CODE"='7381' OR 
              "CF"."FT_CODE"='7381C' OR "CF"."FT_CODE"='7382' OR "CF"."FT_CODE"='7382C' OR "CF"."FT_CODE"='7383' OR "CF"."FT_CODE"='7384' OR 
              "CF"."FT_CODE"='7409' OR "CF"."FT_CODE"='7409C' OR "CF"."FT_CODE"='7410' OR "CF"."FT_CODE"='7410C' OR "CF"."FT_CODE"='TRKDV') AND 
              "CF"."EXP_DATE">=INTERNAL_FUNCTION("D"."MONTH_END"))
  27 - storage("C"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "C"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
       filter("C"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "C"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
  31 - storage("AP"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "AP"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)
       filter("AP"."EXP_DATE"(+)>=TRUNC(SYSDATE@!,'fmmm')-1 AND "AP"."DATE"(+)<=TRUNC(SYSDATE@!,'fmmm')-1)

Note
-----
   - dynamic sampling used for this statement (level=6)
   - automatic DOP: Computed Degree of Parallelism is 8
| Id | Operation | Name | Rows | Bytes | Cost(%CPU)| Time | Pstart | Pstop | TQ | IN-OUT | PQ Distrib|
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
|0 |选择语句| 520 | 65520 | 134K(1)| 00:00:03 | | | ||
|1 | PX协调员| | | | | | | | ||
|2 | PX发送质控(随机)|:TQ10006 | 520 | 65520 | 134K(1)| 00:00:03 | Q1,06 | P->S |质控(兰德)|
|3 | HASH GROUP BY | 520 | 65520 | 134K(1)| 00:00:03 | | | Q1,06 | PCWP ||
|4 | PX接收| 520 | 65520 | 134K(1)| 00:00:03 | Q1,06 | PCWP ||
|5 | PX发送散列:TQ10005 | 520 | 65520 | 134K(1)| 00:00:03 | | | Q1,05 | P->P |散列|
|6 | HASH GROUP BY | 520 | 65520 | 134K(1)| 00:00:03 | | | Q1,05 | PCWP ||
|*7 | HASH JOIN OUTER | 520 | 65520 | 134K(1)| 00:00:03 | | | Q1,05 | PCWP ||
|8 | PX接收| 520 | 48880 | 134K(1)| 00:00:03 | Q1,05 | PCWP ||
|9 | PX发送散列|:TQ10003 | 520 | 48880 | 134K(1)| 00:00:03 | | Q1,03 | P->P |散列|
|*10 |散列连接外部缓冲| 520 | 48880 | 134K(1)| 00:00:03 | | | Q1,03 | PCWP ||
|11 | PX接收| | | | | | | | Q1,03 | PCWP ||
|12 | PX发送散列:TQ10001 | | | | | | | | | Q1,01 | P->P |散列|
|13 |嵌套循环| | | | | | | | Q1,01 | PCWP ||
|14 |嵌套循环| 276 | 13800 | 50303(0)| 00:00:01 | | | Q1,01 | PCWP ||
|15 |缓冲区排序| | | | | | | | Q1,01 | PCWC ||
|16 | PX接收| | | | | | | | Q1,01 | PCWP ||
|17 | PX发送广播|:TQ10000 | | | | | | | | S->P |广播|
|18 |视图| 1 | 6 | 3(0)| 00:00:01 | | | ||
|*19 |通过无过滤连接| | | | | | | | ||
|20 |快速双程| 1 | 3(0)| 00:00:01 | | | ||
|21 | PX分区范围所有| 3898K | 1656(0)| 00:00:01 | 1 | 75 | Q1,01 | PCWC ||
|*22 |索引范围扫描| FTR|U DT|IX1 | 3898K | 1656(0)| 00:00:01 | 1 | 75 | Q1,01 | PCWP ||
|*23 |本地索引ROWID的表访问| FTR|U DT | 276 | 12144 | 50300(0)| 00:00:01 | 1 | Q1,01 | PCWP ||
|24 | PX接收| 7344K | 308M | 83875(1)| 00:00:02 | Q1,03 | PCWP ||
|25 | PX发送散列|:TQ10002 | 7344K | 308M | 83875(1)| 00:00:02 | | | Q1,02 | P->P |散列|
|26 | PX块迭代器| 7344K | 308M | 83875(1)| 00:00:02 | | | Q1,02 | PCWC ||
|*27 |表访问存储已满| DTL | U HIST | DT | 7344K | 308M | 83875(1)| 00:00:02 | | | Q1,02 | PCWP ||
|28 | PX接收| 108K | 3376K | 275(0)| 00:00:01 | Q1,05 | PCWP ||
|29 | PX发送散列:TQ10004 | 108K | 3376K | 275(0)| 00:00:01 | | | Q1,04 | P->P |散列|
|  30 |
select t.code, trunc(t.exp_date, 'MM') - 1 month_end, count(*)
  from device t 
 where t.date < :report_period_end
   and t.exp_date > :report_period_start
 group by t.code, trunc(t.exp_date,'MM') - 1;