For example: Below are the columns present in dcspp_order table
Indexes that present in this table
Query 1: Querying dcspp_order with creation_date and state, only state is indexed column
set serveroutput on
variable n number
exec :n := dbms_utility.get_time;
SELECT count(*) FROM dcspp_order WHERE creation_date>='01-Jan-02' and creation_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
variable n number
exec :n := dbms_utility.get_time;
SELECT count(*) FROM dcspp_order WHERE creation_date>='01-Jan-02' and creation_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
The output -
COUNT(*)
----------
0
1 row selected.
35.07 seconds....
PL/SQL procedure successfully completed.
Execution plan for above query-
1 Every row in the table PROFILEV5.DCSPP_ORDER is read.
2 For the rows returned by step 1, filter out rows depending on filter criteria.
3 The rows were sorted to support a group operation (MAX,MIN,AVERAGE, SUM, etc).
4 Rows were returned by the SELECT statement.
Query 2 : Querying dcspp_order with last_modified_date and state, both columns are indexed
set serveroutput on
variable n number
exec :n := dbms_utility.get_time;
SELECT count(*) FROM dcspp_order WHERE last_modified_date>='01-Jan-02' and last_modified_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
The output - variable n number
exec :n := dbms_utility.get_time;
SELECT count(*) FROM dcspp_order WHERE last_modified_date>='01-Jan-02' and last_modified_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
COUNT(*)
----------
0
1 row selected.
224.43 seconds....
PL/SQL procedure successfully completed.
Execution Plan for above query -
1 One or more rows were retrieved using index PROFILEV5.IX_DCSPP_ORDER_01 . The index was scanned in ascending order..
2 One or more rows were retrieved using index PROFILEV5.ORDER_LASTMOD_IDX . The index was scanned in ascending order..
3 The result sets from steps 1, 2 were joined (hash).
4 A view definition was processed, either from a stored view PROFILEV5.index$_join$_001 or as defined by steps 3.
5 For the rows returned by step 4, filter out rows depending on filter criteria.
6 The rows were sorted to support a group operation (MAX,MIN,AVERAGE, SUM, etc).
7 Rows were returned by the SELECT statement.
As you can observe Query 2 execution time (224.43 secs) is more than Query 1 execution time (35.07 secs) , even though Query 2 has both indexed columns in the condition.
Why?
If you observe the execution plan of Query 1, STATE column index - PROFILEV5.IX_DCSPP_ORDER_01 is not considered that's because of condition also has a column creation_date which doesn't have any index. So there is a full table scan in this case. Now If you observe the execution plan of Query 2, since all the columns in the condition has indexes, STATE column index PROFILEV5.IX_DCSPP_ORDER_01 and LAST_MODIFED_DATE column index PROFILEV5.ORDER_LASTMOD_IDX are considered while executing, first scans through STATE index and next scan through LAST_MODIFED_DATE index and then results from both are joined which is taking much time since there are hugh number of rows in dcspp_order table.
How to optimize Query 2 execution time?
Using oracle hints we can ask to skip one index, which will avoid hash join.
Query 2 optimizing using oracle hints
set serveroutput on
variable n number
exec :n := dbms_utility.get_time;
SELECT /*+NO_INDEX(dcspp_order IX_DCSPP_ORDER_01)*/ count(*) FROM dcspp_order WHERE last_modified_date>='01-Jan-02' and last_modified_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
output - variable n number
exec :n := dbms_utility.get_time;
SELECT /*+NO_INDEX(dcspp_order IX_DCSPP_ORDER_01)*/ count(*) FROM dcspp_order WHERE last_modified_date>='01-Jan-02' and last_modified_date <='12-Dec-02' and state = 'INCOMPLETE';
exec dbms_output.put_line( ((dbms_utility.get_time-:n)/100) || ' seconds....' );
COUNT(*)
----------
0
1 row selected.
28.17 seconds....
PL/SQL procedure successfully completed.
Execution plan -
1 Every row in the table PROFILEV5.DCSPP_ORDER is read.
2 For the rows returned by step 1, filter out rows depending on filter criteria.
3 The rows were sorted to support a group operation (MAX,MIN,AVERAGE, SUM, etc).
4 Rows were returned by the SELECT statement.
So execution time Query 2 is reduced from 224.43 seconds to 28.17 seconds.
We used NO_INDEX oracle hint to skip STATE column index to avoid hash join.
Hope this helps
This is a good clause. One thing we can add to this is in Simple Theory, use the Hints NO_INDEX on:
ReplyDelete1. the Where clause columns which returns more set of rows compared to others.
2. US eon columns which is not used in any joins in the WHERE clause.
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