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mysqlsqlphpmyadminquery-optimizationsubquery
Techie
Techie

Reputation: 45124

Subqueries with EXISTS vs IN - MySQL

Below two queries are subqueries. Both are the same and both works fine for me. But the problem is Method 1 query takes about 10 secs to execute while Method 2 query takes under 1 sec.

I was able to convert method 1 query to method 2 but I don't understand what's happening in the query. I have been trying to figure it out myself. I would really like to learn what's the difference between below two queries and how does the performance gain happen ? what's the logic behind it ?

I'm new to these advance techniques. I hope someone will help me out here. Given that I read the docs which does not give me a clue.

Method 1 :

SELECT
   *       
FROM
   tracker       
WHERE
   reservation_id IN (
      SELECT
         reservation_id                                 
      FROM
         tracker                                 
      GROUP  BY
         reservation_id                                 
      HAVING
         (
            method = 1                                          
            AND type = 0                                          
            AND Count(*) > 1 
         )                                         
         OR (
            method = 1                                              
            AND type = 1                                              
            AND Count(*) > 1 
         )                                         
         OR (
            method = 2                                              
            AND type = 2                                              
            AND Count(*) > 0 
         )                                         
         OR (
            method = 3                                              
            AND type = 0                                              
            AND Count(*) > 0 
         )                                         
         OR (
            method = 3                                              
            AND type = 1                                              
            AND Count(*) > 1 
         )                                         
         OR (
            method = 3                                              
            AND type = 3                                              
            AND Count(*) > 0 
         )
   )

Method 2 :

SELECT
   *                                
FROM
   `tracker` t                                
WHERE
   EXISTS (
      SELECT
         reservation_id                                              
      FROM
         `tracker` t3                                              
      WHERE
         t3.reservation_id = t.reservation_id                                              
      GROUP BY
         reservation_id                                              
      HAVING
         (
            METHOD = 1 
            AND TYPE = 0 
            AND COUNT(*) > 1
         ) 
         OR                                                     
         (
            METHOD = 1 
            AND TYPE = 1 
            AND COUNT(*) > 1
         ) 
         OR                                                    
         (
            METHOD = 2 
            AND TYPE = 2 
            AND COUNT(*) > 0
         ) 
         OR                                                     
         (
            METHOD = 3 
            AND TYPE = 0 
            AND COUNT(*) > 0
         ) 
         OR                                                     
         (
            METHOD = 3 
            AND TYPE = 1 
            AND COUNT(*) > 1
         ) 
         OR                                                     
         (
            METHOD = 3 
            AND TYPE = 3 
            AND COUNT(*) > 0
         )                                             
   )

Upvotes: 28

Views: 56293

Answers (5)

codeye
codeye

Reputation: 594

The EXISTS operator is a Boolean operator that returns either true or false. The EXISTS operator is often used the in a subquery to test for an “exist” condition.

SELECT 
    select_list
FROM
    a_table
WHERE
    [NOT] EXISTS(subquery);

If the subquery returns any row, the EXISTS operator returns true, otherwise, it returns false.

In addition, the EXISTS operator terminates further processing immediately once it finds a matching row. Because of this characteristic, you can use the EXISTS operator to improve the performance of the query in some cases.

The NOT operator negates the EXISTS operator. In other words, the NOT EXISTS returns true if the subquery returns no row, otherwise it returns false.

You can use SELECT *, SELECT column, SELECT a_constant, or anything in the subquery. The results are the same because MySQL ignores the select_list that appears in the SELECT clause.

The reason is that the EXISTS operator works based on the “at least found” principle. It returns true and stops scanning table once at least one matching row found.

On the other hands, when the IN operator is combined with a subquery, MySQL must process the subquery first and then uses the result of the subquery to process the whole query.

The general rule of thumb is that if the subquery contains a large volume of data, the EXISTS operator provides a better performance.

However, the query that uses the IN operator will perform faster if the result set returned from the subquery is very small.

For detail explanations and examples: MySQL EXISTS - mysqltutorial.org

Upvotes: 3

kta
kta

Reputation: 20110

Their Official Documentation.SubQuery Optimization with Exists

Upvotes: -3

bonCodigo
bonCodigo

Reputation: 14361

An Explain Plan would have shown you why exactly you should use Exists. Usually the question comes Exists vs Count(*). Exists is faster. Why?

  • With regard to challenges present by NULL: when subquery returns Null, for IN the entire query becomes Null. So you need to handle that as well. But using Exist, it's merely a false. Much easier to cope. Simply IN can't compare anything with Null but Exists can.

  • e.g. Exists (Select * from yourtable where bla = 'blabla'); you get true/false the moment one hit is found/matched.

  • In this case IN sort of takes the position of the Count(*) to select ALL matching rows based on the WHERE because it's comparing all values.

But don't forget this either:

  • EXISTS executes at high speed against IN : when the subquery results is very large.
  • IN gets ahead of EXISTS : when the subquery results is very small.

Reference to for more details:

Upvotes: 62

medina
medina

Reputation: 8159

The second Method is faster because you've got this like there "WHERE t3.reservation_id = t.reservation_id". In the first case your subquery has to do a full scan into the table to verify the information. However at the 2o Method the subquery knows exactly what it is looking for and once it is found is checked the having condition then.

Upvotes: 0

jsist
jsist

Reputation: 5253

Method 2 is fast because it is using EXISTS operator, where I MySQL do not load any results. As mentioned in your docs link as well, that it omits whatever is there in SELECT clause. It only checks for the first value that matches the criteria, once found it sets the condition TRUE and moves for further processing.

On the other side Method 1 has IN operator which loads all possible values and then matches it. Condition is set TRUE only when exact match is found which is time consuming process.

Hence your method 2 is fast.

Hope it helps...

Upvotes: 4

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