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發生自適應條件:
(1)表數據傾斜,可能由于綁定變量不同值導致不同執行計劃。
(2)表有統計信息,沒有統計信息不會發生自適應。
(3)綁定變量窺視(_optim_peek_user_binds),即在SQL第一次硬解析時,綁定變量窺視,
將V$SQL中IS_BIND_SENSITIVE標記為Y,下次執行時,如果生成了不同的執行計劃,會將V$SQL中IS_BIND_AWARE標記為Y同時會將之前執行計劃IS_BIND_SHAREABLE標記為N,會在shared pool老化時第一批老化cursor,會根據綁定變量不同傳入值選擇不同的執行計劃,
或者生成不同的執行計劃,造成SQL多Version Count。
(4)列上有直方圖時。
下面為官方原文對自適應游標概念說明:
A bind-sensitive cursor is a cursor whose optimal plan may depend on the value of a bind variable.
The database monitors the behavior of a bind-sensitive cursor that uses different bind values to determine whether a different plan is beneficial.
The criteria used by the optimizer to decide whether a cursor is bind-sensitive include the following:
(1)The optimizer has peeked at the bind values to generate selectivity estimates.
(2)A histogram exists on the column containing the bind value.
BIND-AWARE
A bind-aware cursor is a bind-sensitive cursor eligible to use different plans for different bind values.
After a cursor has been made bind-aware, the optimizer chooses plans for future executions based on the bind value and its selectivity estimate.
(1)When a statement with a bind-sensitive cursor executes, the database decides whether to mark the cursor bind-aware.
(2)The decision depends on whether the cursor produces significantly different data access patterns for different bind values.
If the database marks the cursor bind-aware, then the next time that the cursor executes the database does the following:
(1)Generates a new plan based on the new bind value.
(2)Marks the original cursor generated for the statement as not shareable (V$SQL.IS_SHAREABLE is N).
This cursor is no longer usable and will be among the first to be aged out of the shared SQL area.
Adaptive Cursor Sharing (Bind Sensitivity)
The first step towards ACS is recognising a query as "Bind Sensitive".
This means that the best plan for a query has potential to be different according to the bind variables supplied to it.
In effect this just means the cursor is being monitored to see if it should be made bind aware.
A cursor is marked as Bind Sensitive if:
(1)query is executed with bind peeking
(2)binds using any of the following relational operators = < > <= >= != or a user defined bind operator e.g. contains(e.job,:job,1)>0,
From 11.2.0.2 the "LIKE" operator is also supported.
(3)A histogram exists on the column containing the bind value.
(4)In other words, a cursor is marked Bind Sensitive if a change in the bind variable value may lead to a different plan.
Adaptive Cursor Sharing will be disabled Situation
Apart from checking for a valid operator there are also a number of subsequent bind sensitivity checks that need to be performed before it can be marked as bind sensitive.
If any of these checks fail, the cursor will not be marked as bind sensitive and adaptive cursor sharing will not occur and Adaptive Cursor Sharing will be disabled :-
(1)Extended cursor sharing has been disabled
(2)The query has no binds
(3)Parallel query is used
(4)Certain parameters like ("_optim_peek_user_binds"=false) are set
(5)You are using a /*+ NO_BIND_AWARE */ hint
(6)Outlines are being used
(7)Query is recursive
(8)The number of binds in a given sql statement is greater than 14. ** Could be less depending on version and setting of fix_control for Bug 10182051. See Document : 1983132.1
Monitoring View
V$SQL can be used to see whether a cursor is_bind_sensitive, is_bind_aware, or is_shareable.
Bind context information can be viewed via V$SQL_CS_SELECTIVITY, V$SQL_CS_STATISTICS and V$SQL_CS_HISTOGRAM
V$SQL_CS_SELECTIVITY displays the valid selectivity ranges for a child cursor in extended cursor sharing mode.
A valid range consists of a low and high value for each predicate containing binds.
Each predicate's selectivity (with the current bind value) must fall between the corresponding low and high values in order for the child cursor to be shared.
V$SQL_CS_STATISTICS contains the raw execution statistics used by the monitoring component of adaptive cursor sharing.
A sample of the executions is monitored. This view shows which executions were sampled, and what the statistics were for those executions.
The statistics are cumulative for each distinct set of bind values.
V$SQL_CS_HISTOGRAM summarizes the monitoring information stored by adaptive cursor sharing.
This information is used to decide whether to enable extended cursor sharing for a query.
It is stored in a histogram, whose bucket's contents are exposed by this view.
測試
相關參數:
_optimizer_adaptive_cursor_sharing
_optimizer_extended_cursor_sharing
_optim_peek_user_binds
NAME VALUE ISDEFAULT DESCRIBE ISMOD ISADJ ---------------------------------------- --------------- --------- -------------------------------------------------- ---------- ----- _optim_peek_user_binds TRUE TRUE enable peeking of user binds FALSE FALSE _optimizer_extended_cursor_sharing UDO TRUE optimizer extended cursor sharing FALSE FALSE _optimizer_adaptive_cursor_sharing TRUE TRUE optimizer adaptive cursor sharing FALSE FALSE
測試開始:
(1)創建表
LIBAI@honor1 > create table test_bind(id number,name varchar2(10)); Table created.
(2)插入傾斜數據
declare i number; begin for i in 1..100000 loop insert into test_bind values(i,'haha'); end loop; commit; end; / declare i number; begin for i in 100001..100010 loop insert into test_bind values(i,'test'); end loop; commit; end; /
(3)創建索引
LIBAI@honor1 > select count(*) from test_bind; COUNT(*) ---------------------------------------- 100010 LIBAI@honor1 > create index idx_test_bind on test_bind(name); Index created.
(4)未收集統計信息時查看執行計劃選擇
LIBAI@honor1 > set autotrace on LIBAI@honor1 > var v_name varchar2(20); LIBAI@honor1 > exec :v_name:='haha'; LIBAI@honor1 > select * from test_bind where name=:v_name; Execution Plan ---------------------------------------------------------- Plan hash value: 2889536435 --------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time | --------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 982 | 19640 | 67 (0)| 00:00:01 | | 1 | TABLE ACCESS BY INDEX ROWID| TEST_BIND | 982 | 19640 | 67 (0)| 00:00:01 | |* 2 | INDEX RANGE SCAN | IDX_TEST_BIND | 393 | | 112 (0)| 00:00:02 | --------------------------------------------------------------------------------------------- Predicate Information (identified by operation id): --------------------------------------------------- 2 - access("NAME"=:V_NAME) Note ----- - dynamic sampling used for this statement (level=2) Statistics ---------------------------------------------------------- 13 recursive calls 0 db block gets 6957 consistent gets 0 physical reads 0 redo size 2209404 bytes sent via SQL*Net to client 73845 bytes received via SQL*Net from client 6668 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 100000 rows processed
(5)發現并沒有因為查詢數據有傾斜發生自適應,
因為此時Oracle并不知道數據有傾斜,CBO會根據實際表數據評估執行計劃,選擇最優執行計劃
LIBAI@honor1 > SELECT sql_id, sql_text, IS_BIND_SENSITIVE, IS_BIND_AWARE, IS_SHAREABLE, child_number FROM v$sql WHERE sql_text LIKE '%select * from test_bind where name=:v_name%'; SQL_ID SQL_TEXT I I I CHILD_NUMBER ------------- ------------------------------------------------------------ - - - ---------------------------------------- 868x3yt87vqhy select * from test_bind where name=:v_name N N Y 0 0
(6)收集統計
LIBAI@honor1 > exec dbms_stats.gather_table_stats('LIBAI','TEST_BIND');
(7)flush shared pool
SYS@honor1 > alter system flush shared_pool;
(8)第一次執行,硬解析,可以看到由于統計信息作用,Oracle知道選擇列上有數據傾斜,將IS_BIND_SENSITIVE標記為
Y,發生了自適應,以便根據將來綁定變量傳入值,選擇合適或者解析新的執行計劃。
LIBAI@honor1 > exec :v_name:='haha'; LIBAI@honor1 > select * from test_bind where name=:v_name; LIBAI@honor1 > SELECT sql_id, sql_text, IS_BIND_SENSITIVE, IS_BIND_AWARE, IS_SHAREABLE, child_number FROM v$sql WHERE sql_text LIKE '%select * from test_bind where name=:v_name%'; SQL_ID SQL_TEXT I I I CHILD_NUMBER ------------- ------------------------------------------------------------ - - - ---------------------------------------- 868x3yt87vqhy select * from test_bind where name=:v_name Y N Y 0
(9)當傳入新值時,由于IS_BIND_SENSITIVE作用,Oracle選擇了新的執行計劃,并標記IS_BIND_AWARE為Y
LIBAI@honor1 > exec :v_name:='test'; LIBAI@honor1 > select * from test_bind where name=:v_name; LIBAI@honor1 > SELECT sql_id, sql_text, IS_BIND_SENSITIVE, IS_BIND_AWARE, IS_SHAREABLE, child_number FROM v$sql WHERE sql_text LIKE '%select * from test_bind where name=:v_name%'; SQL_ID SQL_TEXT I I I CHILD_NUMBER ------------- ------------------------------------------------------------ - - - ---------------------------------------- 868x3yt87vqhy select * from test_bind where name=:v_name Y Y Y 0
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