Query performance WHERE clause contains IN (subquery)

问题

SELECT Trade.TradeId, Trade.Type, Trade.Symbol, Trade.TradeDate, 
       SUM(TradeLine.Notional) / 1000 AS Expr1
FROM   Trade INNER JOIN
             TradeLine ON Trade.TradeId = TradeLine.TradeId
WHERE  (TradeLine.Id IN
                      (SELECT     PairOffId
                        FROM          TradeLine AS TradeLine_1
                        WHERE      (TradeDate <= '2011-05-11')
                        GROUP BY PairOffId
                        HAVING      (SUM(Notional) <> 0)))
GROUP BY Trade.TradeId, Trade.Type, Trade.Symbol, Trade.TradeDate
ORDER BY Trade.Type, Trade.TradeDate

I am concerned about the performance of the IN in the WHERE clause when the table starts to grow. Does anyone have a better strategy for this kind of query? The number of records returned by the subquery grows much slower than the number of records in the TradeLine table. The TradeLine table itself grows at a rate of 10/day.

Thank you.

EDIT: I used the idea of moving the subquery from WHERE to FROM. I voted up on all answers that contributed to this new query.

   SELECT Trade.TradeId, Trade.Type, Trade.Symbol, Trade.TradeDate,   
          PairOff.Notional / 1000 AS Expr1
   FROM         Trade INNER JOIN
                  TradeLine ON Trade.TradeId = TradeLine.TradeId INNER JOIN
                      (SELECT     PairOffId, SUM(Notional) AS Notional
                        FROM          TradeLine AS TradeLine_1
                        WHERE      (TradeDate <= '2011-05-11')
                        GROUP BY PairOffId
                   HAVING (SUM(Notional) <> 0)) AS PairOff ON TradeLine.Id = PairOff.PairOffId
   ORDER BY Trade.Type, Trade.TradeDate

回答1:

The subquery in the IN clause does not depend on anything in the outer query. You can safely move it into FROM clause; a sane query plan builder would do it automatically.

Also, calling EXPLAIN PLAN on any query you're going to use in production is a must. Do it and see what the DBMS thinks of the plan for this query.

回答2:

I'm a fan of temp tables when a sub-query starts returning too large a result set.

So your where clause would just be

Where TradeLine.Id In (Select PairOffId From #tempResults)

and #tempResults would be defined as (warning: syntax is from memory, which means there may be errors)

Select PairOffId Into #tempResults
From TradeLine
Where (TradeDate <= @TradeDate) 
  //I prefer params in case the query becomes a StoredProc
Group By PairOffId
Having (Sum(Notional) <> 0)

回答3:

I have 2 suggestion you can try:

1). use Exists since you don't need get data from subquery, like this:

where exists ( select 1 from TradeLine AS TradeLine_1 where TradeLine.Id = TradeLine_1.PairOffId -- continue with your subquery ... )

2). main query join to your subquery, for instance

... join ( your_subquery) on your_subquery.PairOffId = TradeLine.Id

I believe these 2 ways can achieve better performance than "In" operation.

回答4:

I have faced same issue with hundreds of thousands of records in XXXXXX DB. In my code i want to retrieve hierarchy (node which contain at least one child) nodes from all nodes.

The initial query written which is very slow.

  SELECT SUPPLIER_ID, PARENT_SUPPLIER_ID,
  FROM SUPPLIER
  WHERE 
    SUPPLIER_ID != PARENT_SUPPLIER_ID
    OR 
    SUPPLIER_ID   IN
      (SELECT DISTINCT PARENT_SUPPLIER_ID
       FROM SUPPLIER
       WHERE SUPPLIER_ID != PARENT_SUPPLIER_ID
      );

Then re-written to

  SELECT a.SUPPLIER_ID, a.PARENT_SUPPLIER_ID,
  FROM SUPPLIER a
  LEFT JOIN
  (SELECT DISTINCT PARENT_SUPPLIER_ID
  FROM SUPPLIER
  WHERE SUPPLIER_ID != PARENT_SUPPLIER_ID
  ) b
  ON a. SUPPLIER_ID     = b.PARENT_SUPPLIER_ID
  WHERE a. SUPPLIER_ID != a.PARENT_SUPPLIER_ID
     OR a. SUPPLIER_ID     = b.PARENT_SUPPLIER_ID;

回答5:

Using an IN will essentially force you to do a table scan. When your table grows, your execution time grows. Also you are running that query for each record returned. Would be easier to use a scalar select as a table:

SELECT t.TradeId, t.Type, t.Symbol, t.TradeDate, 
       SUM(TradeLine.Notional) / 1000 AS Expr1
FROM   Trade t,
(SELECT     TradeId, PairOffID
                        FROM          TradeLine AS TradeLine_1
                        WHERE      (TradeDate <= '2011-05-11')
                        GROUP BY PairOffId
                        HAVING      (SUM(Notional) <> 0)) tl       
WHERE  t.TradeId = tl.TradeId
  and  t.id <> tl.PairOffID
GROUP BY Trade.TradeId, Trade.Type, Trade.Symbol, Trade.TradeDate
ORDER BY Trade.Type, Trade.TradeDate

来源：https://stackoverflow.com/questions/5970338/query-performance-where-clause-contains-in-subquery

标签

sql

sqlperformance