案例：增加JOIN列非空条件

优化前

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SELECT
 * 
FROM
( ( SELECT
  STARTTIME STTIME,
  SUM(NVL(PAGE_DELAY_MSEL,0)) PAGE_DELAY_MSEL,
  SUM(NVL(PAGE_SUCCEED_TIMES,0)) PAGE_SUCCEED_TIMES,
  SUM(NVL(FST_PAGE_REQ_NUM,0)) FST_PAGE_REQ_NUM,
  SUM(NVL(PAGE_AVG_SIZE,0)) PAGE_AVG_SIZE,
  SUM(NVL(FST_PAGE_ACK_NUM,0)) FST_PAGE_ACK_NUM,
  SUM(NVL(DATATRANS_DW_DURATION,0)) DATATRANS_DW_DURATION,
  SUM(NVL(PAGE_SR_DELAY_MSEL,0)) PAGE_SR_DELAY_MSEL 
 FROM
  PS.SDR_WEB_BSCRNC_1DAY SDR
  INNER JOIN (SELECT
      BSCRNC_ID,
      BSCRNC_NAME,
      ACCESS_TYPE,
      ACCESS_TYPE_ID 
     FROM
      nethouse.DIM_LOC_BSCRNC 
     GROUP BY
      BSCRNC_ID,
      BSCRNC_NAME,
      ACCESS_TYPE,
      ACCESS_TYPE_ID) DIM 
  ON SDR.BSCRNC_ID = DIM.BSCRNC_ID 
  AND DIM.ACCESS_TYPE_ID IN (0,1,2) 
  INNER JOIN nethouse.DIM_RAT_MAPPING RAT 
  ON (RAT.RAT = SDR.RAT)
 WHERE
  ( (STARTTIME >= 1461340800 
  AND STARTTIME < 1461427200) ) 
  AND RAT.ACCESS_TYPE_ID IN (0,1,2) 
 GROUP BY STTIME ) ) ;

执行计划如图1所示。

图1 增加JOIN列非空条件（一）

优化后

1. 分析执行计划图1可知，在顺序扫描阶段耗时较多。
2. 多表JOIN中，由于表PS.SDR_WEB_BSCRNC_1DAY的JOIN列“BSCRNC_ID”存在大量空值，JOIN性能差。

   建议在语句中手动添加JOIN列的非空判断，修改后的语句如下所示。

   1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37

   SELECT * FROM ( ( SELECT STARTTIME STTIME, SUM(NVL(PAGE_DELAY_MSEL,0)) PAGE_DELAY_MSEL, SUM(NVL(PAGE_SUCCEED_TIMES,0)) PAGE_SUCCEED_TIMES, SUM(NVL(FST_PAGE_REQ_NUM,0)) FST_PAGE_REQ_NUM, SUM(NVL(PAGE_AVG_SIZE,0)) PAGE_AVG_SIZE, SUM(NVL(FST_PAGE_ACK_NUM,0)) FST_PAGE_ACK_NUM, SUM(NVL(DATATRANS_DW_DURATION,0)) DATATRANS_DW_DURATION, SUM(NVL(PAGE_SR_DELAY_MSEL,0)) PAGE_SR_DELAY_MSEL FROM PS.SDR_WEB_BSCRNC_1DAY SDR INNER JOIN (SELECT BSCRNC_ID, BSCRNC_NAME, ACCESS_TYPE, ACCESS_TYPE_ID FROM nethouse.DIM_LOC_BSCRNC GROUP BY BSCRNC_ID, BSCRNC_NAME, ACCESS_TYPE, ACCESS_TYPE_ID) DIM ON SDR.BSCRNC_ID = DIM.BSCRNC_ID AND DIM.ACCESS_TYPE_ID IN (0,1,2) INNER JOIN nethouse.DIM_RAT_MAPPING RAT ON (RAT.RAT = SDR.RAT) WHERE ( (STARTTIME >= 1461340800 AND STARTTIME < 1461427200) ) AND RAT.ACCESS_TYPE_ID IN (0,1,2) and SDR.BSCRNC_ID is not null GROUP BY STTIME ) ) A;

   执行计划如图2所示。

   图2 增加JOIN列非空条件（二）