问题
In my scenario, the following query runs fast (0.5 seconds on a table with 70 million rows):
select * from Purchases
where (purchase_id = 1700656396)
and, it even runs fast using bind variables:
var purchase_id number := 1700656396
select * from Purchases
where (purchase_id = :purchase_id)
These run fast because I have an index on the purchase_id column. (Keep reading...)
I need to create a query that allows "filtering" on arbitrary columns. This means providing several input variables, and filtering on each one unless it is null. This works fine at first.
For example, the following query runs fast (0.5 seconds), too:
select * from Purchases
where (1700656396 IS NULL OR purchase_id = 1700656396)
and (NULL IS NULL OR purchase_name = NULL)
and (NULL IS NULL OR purchase_price = NULL)
But, when I attempt to parameterize the query, either by bind variables or stored procedure, the query slows down dramatically (1.5 minutes), as if it is ignoring any indexes:
var purchase_id number := 1700656396
var purchase_name varchar2 := NULL
var purchase_price number := NULL
select * from Purchases
where (:purchase_id IS NULL OR purchase_id = :purchase_id)
and (:purchase_name IS NULL OR purchase_name = :purchase_name)
and (:purchase_price IS NULL OR purchase_price = :purchase_price)
Right now, in my application, I am forced to dynamically construct my query at run-time in order to get decent performance. This means I lose all the advantages of parameterized queries, and forces me to worry about SQL injection.
Is it possible to avoid dynamically-constructed queries while still maintaining the same logic?
回答1:
This is a bigger topic really, but this is the approach that I think is easiest to implement and works well. The trick is to use dynamic SQL, but implement it so that you always pass the same number of parameters (needed), AND you allow Oracle to short-circuit when you don't have a value for a parameter (what you are lacking in your current approach). For example:
set serveroutput on
create or replace procedure test_param(p1 in number default null, p2 in varchar2 default null) as
l_sql varchar2(4000);
l_cur sys_refcursor;
l_rec my_table%rowtype;
l_ctr number := 0;
begin
l_sql := 'select * from my_table where 1=1';
if (p1 is not null) then
l_sql := l_sql || ' and my_num_col = :p1';
else
-- short circuit for optimizer (1=1)
l_sql := l_sql || ' and (1=1 or :p1 is null)';
end if;
if (p2 is not null) then
l_sql := l_sql || ' and name like :p2';
else
-- short circuit for optimizer (1=1)
l_sql := l_sql || ' and (1=1 or :p2 is null)';
end if;
-- show what the SQL query will be
dbms_output.put_line(l_sql);
-- note always have same param list (using)
open l_cur for l_sql using p1,p2;
-- could return this cursor (function), or simply print out first 10 rows here for testing
loop
l_ctr := l_ctr + 1;
fetch l_cur
into l_rec;
exit when l_cur%notfound OR l_ctr > 10;
dbms_output.put_line('Name is: ' || l_rec.name || ', Address is: ' || l_rec.address1);
end loop;
close l_cur;
end;
To test, simply run it. For example:
set serveroutput on
-- using 0 param
exec test_param();
-- using 1 param
exec test_param(123456789);
-- using 2 params
exec test_param(123456789, 'ABC%');
On my system, the table used is over 100mm rows with an index on the number field and name field. Returns almost instantly. Also note that you may not want to do a select * if you don't need all columns, but I'm being a bit lazy and using %rowtype for this example.
Hope that helps
回答2:
Just a quick question: I guess the following non-parameterized query will also run for 1.5 minutes?
select * from Purchases
where (1700656396 IS NULL OR purchase_id = 1700656396)
and ('some-name' IS NULL OR purchase_name = 'some-name')
and (12 IS NULL OR purchase_price = 12)
If yes, the problem is not the bind variables but the lack of indexes.
EDIT The problem is, Oracle cannot decide to use the index when generating the plan for the parametrized query
回答3:
Taking a different approach to tbone's answer, I realized that I can dynamically construct the query in code, and still use bind variables (and thus gain flexibility with indexes, and still be 100% protected from SQL injection).
In my code, I can do something like this:
string sql = "select * from Purchases where 1 = 1";
if(purchase_id != null) sql += " and (purchase_id = :purchase_id)";
if(purchase_name != null) sql += " and (purchase_name = :purchase_name)";
if(purchase_price != null) sql += " and (purchase_price = :purchase_price)";
I tested this and it solves my issue.
回答4:
Strange as it may sound, in this specific case two combined cross joins can help.
Look at the below example.
Sample data table:
select * from all_tables;
drop table Purchases;
create table Purchases as
select zx.object_id + (lev-1) * 100000 purchase_id,
object_name purchase_name,
round( dbms_random.value( 1, 200 )) purchase_price,
zx.*
from all_objects zx
cross join (select level lev from dual connect by level <= 170);
create unique index purchases_id_ix on Purchases( Purchase_id );
exec dbms_stats.gather_table_stats( user, 'Purchases' );
select count(*) from Purchases;
COUNT(*)
----------
10316620
The query:
var Purchase_id varchar2( 4000 )
var Purchase_name varchar2( 4000 )
var Purchase_price varchar2( 4000 )
begin
:Purchase_id := '1139';
:Purchase_name := NULL;
:Purchase_price := NULL;
end;
/
explain plan for
select p.*
from Purchases p
cross join (
select 1 from dual d
where :Purchase_id is not null
) part_1
where Purchase_id = to_number( :Purchase_id )
and ( :Purchase_name is null or Purchase_name = :Purchase_name )
and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
union all
select p.*
from Purchases p
cross join (
select 1 from dual d
where :Purchase_id is null
) part_2
where
( :Purchase_name is null or Purchase_name = :Purchase_name )
and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
;
The explain plan:
Plan hash value: 460094106
------------------------------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
------------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 1 | NESTED LOOPS | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 2 | FAST DUAL | | 1 | | 2 (0)| 00:00:01 |
| 3 | VIEW | VW_JF_SET$96C1679A | 28259 | 5546K| 54091 (1)| 00:10:50 |
| 4 | UNION-ALL | | | | | |
|* 5 | FILTER | | | | | |
|* 6 | TABLE ACCESS BY INDEX ROWID| PURCHASES | 1 | 132 | 3 (0)| 00:00:01 |
|* 7 | INDEX UNIQUE SCAN | PURCHASES_ID_IX | 1 | | 2 (0)| 00:00:01 |
|* 8 | FILTER | | | | | |
|* 9 | TABLE ACCESS FULL | PURCHASES | 28258 | 3642K| 54088 (1)| 00:10:50 |
------------------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
5 - filter(:PURCHASE_ID IS NOT NULL)
6 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
7 - access("P"."PURCHASE_ID"=TO_NUMBER(:PURCHASE_ID))
8 - filter(:PURCHASE_ID IS NULL)
9 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
27 wierszy zosta│o wybranych.
Test for :Purchase_id <> NULL
SQL> set pagesize 0
SQL> set linesize 200
SQL> set timing on
SQL> set autotrace traceonly
SQL>
SQL> begin
2 :Purchase_id := '163027';
3 :Purchase_name := NULL;
4 :Purchase_price := NULL;
5 end;
6 /
Procedura PL/SQL zosta│a zako˝czona pomyťlnie.
Ca│kowity: 00:00:00.00
SQL> select p.*
2 from Purchases p
3 cross join (
4 select 1 from dual d
5 where :Purchase_id is not null
6 ) part_1
7 where Purchase_id = to_number( :Purchase_id )
8 and ( :Purchase_name is null or Purchase_name = :Purchase_name )
9 and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
10 union all
11 select p.*
12 from Purchases p
13 cross join (
14 select 1 from dual d
15 where :Purchase_id is null
16 ) part_2
17 where
18 ( :Purchase_name is null or Purchase_name = :Purchase_name )
19 and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
20 ;
Ca│kowity: 00:00:00.09
Plan wykonywania
----------------------------------------------------------
Plan hash value: 460094106
------------------------------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
------------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 1 | NESTED LOOPS | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 2 | FAST DUAL | | 1 | | 2 (0)| 00:00:01 |
| 3 | VIEW | VW_JF_SET$96C1679A | 28259 | 5546K| 54091 (1)| 00:10:50 |
| 4 | UNION-ALL | | | | | |
|* 5 | FILTER | | | | | |
|* 6 | TABLE ACCESS BY INDEX ROWID| PURCHASES | 1 | 132 | 3 (0)| 00:00:01 |
|* 7 | INDEX UNIQUE SCAN | PURCHASES_ID_IX | 1 | | 2 (0)| 00:00:01 |
|* 8 | FILTER | | | | | |
|* 9 | TABLE ACCESS FULL | PURCHASES | 28258 | 3642K| 54088 (1)| 00:10:50 |
------------------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
5 - filter(:PURCHASE_ID IS NOT NULL)
6 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
7 - access("P"."PURCHASE_ID"=TO_NUMBER(:PURCHASE_ID))
8 - filter(:PURCHASE_ID IS NULL)
9 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
Statystyki
----------------------------------------------------------
1 recursive calls
0 db block gets
4 consistent gets
2 physical reads
0 redo size
1865 bytes sent via SQL*Net to client
519 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed
Test for :Purchase_id = NULL
SQL> begin
2 :Purchase_id := NULL;
3 :Purchase_name := 'DBMS_CUBE_UTIL';
4 :Purchase_price := NULL;
5 end;
6 /
Procedura PL/SQL zosta│a zako˝czona pomyťlnie.
Ca│kowity: 00:00:00.00
SQL> select p.*
2 from Purchases p
3 cross join (
4 select 1 from dual d
5 where :Purchase_id is not null
6 ) part_1
7 where Purchase_id = to_number( :Purchase_id )
8 and ( :Purchase_name is null or Purchase_name = :Purchase_name )
9 and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
10 union all
11 select p.*
12 from Purchases p
13 cross join (
14 select 1 from dual d
15 where :Purchase_id is null
16 ) part_2
17 where
18 ( :Purchase_name is null or Purchase_name = :Purchase_name )
19 and ( :Purchase_price is null or purchase_price = to_number( :Purchase_price ) )
20 ;
510 wierszy zosta│o wybranych.
Ca│kowity: 00:00:11.90
Plan wykonywania
----------------------------------------------------------
Plan hash value: 460094106
------------------------------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
------------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 1 | NESTED LOOPS | | 28259 | 5546K| 54093 (1)| 00:10:50 |
| 2 | FAST DUAL | | 1 | | 2 (0)| 00:00:01 |
| 3 | VIEW | VW_JF_SET$96C1679A | 28259 | 5546K| 54091 (1)| 00:10:50 |
| 4 | UNION-ALL | | | | | |
|* 5 | FILTER | | | | | |
|* 6 | TABLE ACCESS BY INDEX ROWID| PURCHASES | 1 | 132 | 3 (0)| 00:00:01 |
|* 7 | INDEX UNIQUE SCAN | PURCHASES_ID_IX | 1 | | 2 (0)| 00:00:01 |
|* 8 | FILTER | | | | | |
|* 9 | TABLE ACCESS FULL | PURCHASES | 28258 | 3642K| 54088 (1)| 00:10:50 |
------------------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
5 - filter(:PURCHASE_ID IS NOT NULL)
6 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
7 - access("P"."PURCHASE_ID"=TO_NUMBER(:PURCHASE_ID))
8 - filter(:PURCHASE_ID IS NULL)
9 - filter((:PURCHASE_NAME IS NULL OR "P"."PURCHASE_NAME"=:PURCHASE_NAME) AND
(:PURCHASE_PRICE IS NULL OR "P"."PURCHASE_PRICE"=TO_NUMBER(:PURCHASE_PRICE)))
Statystyki
----------------------------------------------------------
0 recursive calls
0 db block gets
197993 consistent gets
82655 physical reads
0 redo size
16506 bytes sent via SQL*Net to client
882 bytes received via SQL*Net from client
35 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
510 rows processed
To know real execution times, do not look at plans, they tell lies, contain only estimates (how oracle thinks it would be). Look at rows with "Ca│kowity", it means "Total execution time" (I don't know how to change a codepage to english in sqlplus). Also look at "consistent gets", this is a number of logical consistent blocks that the query reads.
The first query (purchase_id <> null )
Ca│kowity: 00:00:00.09
4 consistent gets
2 physical reads
obviously it uses the index, the time is 90 ms
The second query (purchase_id = null )
Ca│kowity: 00:00:11.90
197993 consistent gets
82655 physical reads
this query does full table scan.
来源：https://stackoverflow.com/questions/17681428/issue-with-oracle-bind-variables-not-using-index-properly