如何解决SQL-在SELECT中具有多个CASE语句会对性能产生什么影响-Teradata
与WHERE子句中的联接相比,case语句的影响要小得多。
sql性能的主要驱动力是I / O -从磁盘读取数据。我认为它比行处理要重要两个数量级。这只是一种启发式方法,并不基于数据库上的特定测试。
您正在执行自联接,这将需要大量的工作来读取表或进行大量的索引处理工作。
另一方面,case语句变成了非常原始的硬件命令- equals,gotos等。数据驻留在最靠近处理器的内存中,因此它将进行压缩。您对case语句(例如like或子查询)没有任何幻想。我可以想象,如果删除语句中的大多数行,查询的速度将一样快。
如果您对性能有疑问,请在(VERS_NM,RPT_PERD_TYPE_CD,DATA_VLDTN_IND,Perd_END_RPT_DT)上添加索引。这个由四部分组成的索引应该使您能够获得最长时间,而无需在原始表上调用I / O请求。
解决方法
所以我有一个查询,在SELECT中需要一堆CASE语句。这不是原始的设计,而是折衷的一部分。
因此查询看起来像这样:
SELECT
CONT.TABLE.FINC_ACCT_NM,CONT.TABLE.FINC_ACCT_ID,CONT.TABLE.CURR_END_OF_PERD_ACTL_VAL,CONT.TABLE.PREV_END_OF_PERD_ACTL_VAL,CONT.TABLE.VARNC_PLAN_VAL,CONT.TABLE.OUTLOOK_BDGT_PLAN_VAL,CONT.TABLE.PERD_END_RPT_DT,CONT.TABLE.PLAN_VERS_NM,CONT.TABLE.FRMT_ACTL_CD,CONT.TABLE.FRMT_PLAN_CD,CONT.TABLE.RPT_PERD_TYPE_CD,CASE
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Net Interest Income'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Non Interest Income'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Non-Interest Expense'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Total Marketing Expense'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Total Operating Expense'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Pre-Provision Earnings (before tax)'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Net Charge-offs'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Other'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then ' Allowance Build (Release)'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Provision Expense'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Pretax Income'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Tax Expense'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'NIAT'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'EPS'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Ending Loans - HFI'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'avg' then 'Average Loans - HFI'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'avg' then 'Average Earning Assets'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Ending Deposits'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'avg' then 'Average Deposits'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'NIM on Loans'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Revenue Margin'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'AC579' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Charge off rate'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Efficiency ratio'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'ROA'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'ROE'
WHEN ( CONT.TABLE.FINC_ACCT_ID )= 'XXXX' and ( CONT.TABLE.BAL_TYPE_CD ) = 'EOP' then 'Return on Allocated Capital (ROAC)'
ELSE ( CONT.TABLE.FINC_ACCT_NM ) end
FROM
CONT.TABLE
WHERE
(
(
( ( CONT.TABLE.PERD_END_RPT_DT ) = (
SELECT Max(Perd_END_RPT_DT)
FROM CONT.TABLE
Where VERS_NM='Actual'
AND RPT_PERD_TYPE_CD = 'Q'
AND DATA_VLDTN_IND='Y'
)
AND RPT_PERD_TYPE_CD = 'Q'
AND DATA_VLDTN_IND='Y' )
OR
( ( CONT.TABLE.PERD_END_RPT_DT ) = (
SELECT Max(Perd_END_RPT_DT)
FROM CONT.TABLE
Where VERS_NM='Actual'
AND RPT_PERD_TYPE_CD = 'M'
AND DATA_VLDTN_IND='Y'
)
AND RPT_PERD_TYPE_CD = 'M'
AND DATA_VLDTN_IND='Y' )
)
AND
( ( CONT.TABLE.DATA_VLDTN_IND )='Y' )
AND
( ( CONT.TABLE.FINC_ACCT_ID )IN ('AC0006470','AC8000199','AC8002145','AC0006586','AC8000094') AND ( CONT.TABLE.DEPT_ID )='OR80637' )
)
我的问题是,将所有这些CASE语句更改为直接列引用会对性能产生什么影响。
换句话说:如果我将每个CASE语句更改为一个列名,并从查询中删除了所有CASE语句,那么会对性能产生很大影响,为什么?
我正在对此进行测试,因此我可以弄清楚性能是否受到影响,但是我对WHY的细节也同样感兴趣?(为什么的技术细节)
谢谢你的帮助!
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