MySQL8索引篇:性能提升了100%??!
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[導(dǎo)讀]今天我們一起來聊聊MySQL8.x版本中新增的三大索引。MySQL8.x中新增了三種索引方式,這三種索引方式直接讓MySQL原地起飛了,如下所示。隱藏索引降序索引函數(shù)索引一、隱藏索引1.隱藏索引概述MySQL8.0開始支持隱藏索引(invisibleindex),不可見索引。隱藏...
今天我們一起來聊聊MySQL 8.x版本中新增的三大索引。MySQL 8.x中新增了三種索引方式,這三種索引方式直接讓MySQL原地起飛了,如下所示。
- 隱藏索引
- 降序索引
- 函數(shù)索引
一、隱藏索引
1.隱藏索引概述
- MySQL 8.0開始支持隱藏索引(invisible index),不可見索引。
- 隱藏索引不會(huì)被優(yōu)化器使用,但仍然需要進(jìn)行維護(hù)。
- 應(yīng)用場(chǎng)景:軟刪除、灰度發(fā)布。
2.隱藏索引操作
(1)登錄MySQL,創(chuàng)建testdb數(shù)據(jù)庫,并在數(shù)據(jù)庫中創(chuàng)建一張測(cè)試表t1mysql>?create?database?if?not?exists?testdb;
Query?OK,?1?row?affected?(0.58?sec)
mysql>?use?testdb;
Database?changed
mysql>?create?table?if?not?exists?t1(i?int,?j?int);
Query?OK,?0?rows?affected?(0.05?sec)
(2)在字段i上創(chuàng)建索引,如下所示。mysql>?create?index?i_idx?on?t1(i);
Query?OK,?0?rows?affected?(0.34?sec)
Records:?0??Duplicates:?0??Warnings:?0
(3)在字段j上創(chuàng)建隱藏索引,創(chuàng)建隱藏索引時(shí),只需要在創(chuàng)建索引的語句后面加上invisible關(guān)鍵字,如下所示mysql>?create?index?j_idx?on?t1(j)?invisible;
Query?OK,?0?rows?affected?(0.01?sec)
Records:?0??Duplicates:?0??Warnings:?0
(4)查看t1表中的索引情況,如下所示mysql>?show?index?from?t1?\G
***************************?1.?row?***************************
????????Table:?t1
???Non_unique:?1
?????Key_name:?i_idx
?Seq_in_index:?1
??Column_name:?i
????Collation:?A
??Cardinality:?0
?????Sub_part:?NULL
???????Packed:?NULL
?????????Null:?YES
???Index_type:?BTREE
??????Comment:?
Index_comment:?
??????Visible:?YES
???Expression:?NULL
***************************?2.?row?***************************
????????Table:?t1
???Non_unique:?1
?????Key_name:?j_idx
?Seq_in_index:?1
??Column_name:?j
????Collation:?A
??Cardinality:?0
?????Sub_part:?NULL
???????Packed:?NULL
?????????Null:?YES
???Index_type:?BTREE
??????Comment:?
Index_comment:?
??????Visible:?NO
???Expression:?NULL
2?rows?in?set?(0.02?sec)
可以看到t1表中有兩個(gè)索引,一個(gè)是i_idx,一個(gè)是j_idx,i_idx的Visible屬性為YES,表示這個(gè)索引可見;j_idx的Visibles屬性為NO,表示這個(gè)索引不可見。(5)查看查詢優(yōu)化器對(duì)這兩個(gè)索引的使用情況。首先,使用字段i進(jìn)行查詢,如下所示。mysql>?explain?select?*?from?t1?where?i?=?1?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t1
???partitions:?NULL
?????????type:?ref
possible_keys:?i_idx
??????????key:?i_idx
??????key_len:?5
??????????ref:?const
?????????rows:?1
?????filtered:?100.00
????????Extra:?NULL
1?row?in?set,?1?warning?(0.02?sec)
可以看到,查詢優(yōu)化器會(huì)使用i字段的索引進(jìn)行優(yōu)化。
接下來,使用字段j進(jìn)行查詢,如下所示。
mysql>?explain?select?*?from?t1?where?j?=?1?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t1
???partitions:?NULL
?????????type:?ALL
possible_keys:?NULL
??????????key:?NULL
??????key_len:?NULL
??????????ref:?NULL
?????????rows:?1
?????filtered:?100.00
????????Extra:?Using?where
1?row?in?set,?1?warning?(0.00?sec)
可以看到,查詢優(yōu)化器并沒有使用j字段上的隱藏索引,會(huì)使用全表掃描的方式查詢數(shù)據(jù)。?(6)使隱藏索引對(duì)優(yōu)化器可見
在MySQL 8.x 中提供了一種新的測(cè)試方式,可以通過優(yōu)化器的一個(gè)開關(guān)來打開某個(gè)設(shè)置,使隱藏索引對(duì)查詢優(yōu)化器可見。查看查詢優(yōu)化器的開關(guān),如下所示。mysql>?select?@@optimizer_switch?\G?
***************************?1.?row?***************************
@@optimizer_switch:?index_merge=on,index_merge_union=on,index_merge_sort_union=on,index_merge_intersection=on,engine_condition_pushdown=on,index_condition_pushdown=on,mrr=on,mrr_cost_based=on,block_nested_loop=on,batched_key_access=off,materialization=on,semijoin=on,loosescan=on,firstmatch=on,duplicateweedout=on,subquery_materialization_cost_based=on,use_index_extensions=on,condition_fanout_filter=on,derived_merge=on,use_invisible_indexes=off,skip_scan=on,hash_join=on
1?row?in?set?(0.00?sec)
這里,可以看到如下一個(gè)屬性值:use_invisible_indexes=off
表示優(yōu)化器是否使用不可見索引,默認(rèn)為off不使用。接下來,在MySQL的會(huì)話級(jí)別使查詢優(yōu)化器使用不可見索引,如下所示。mysql>?set?session?optimizer_switch="use_invisible_indexes=on";
Query?OK,?0?rows?affected?(0.00?sec)
接下來,再次查看查詢優(yōu)化器的開關(guān)設(shè)置,如下所示mysql>?select?@@optimizer_switch?\G
***************************?1.?row?***************************
@@optimizer_switch:?index_merge=on,index_merge_union=on,index_merge_sort_union=on,index_merge_intersection=on,engine_condition_pushdown=on,index_condition_pushdown=on,mrr=on,mrr_cost_based=on,block_nested_loop=on,batched_key_access=off,materialization=on,semijoin=on,loosescan=on,firstmatch=on,duplicateweedout=on,subquery_materialization_cost_based=on,use_index_extensions=on,condition_fanout_filter=on,derived_merge=on,use_invisible_indexes=on,skip_scan=on,hash_join=on
1?row?in?set?(0.00?sec)
此時(shí),可以看到use_invisible_indexes=on,說明隱藏索引對(duì)查詢優(yōu)化器可見了。再次分析使用t1表的j字段查詢數(shù)據(jù),如下所示。mysql>?explain?select?*?from?t1?where?j?=?1?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t1
???partitions:?NULL
?????????type:?ref
possible_keys:?j_idx
??????????key:?j_idx
??????key_len:?5
??????????ref:?const
?????????rows:?1
?????filtered:?100.00
????????Extra:?NULL
1?row?in?set,?1?warning?(0.00?sec)
可以看到,此時(shí)查詢優(yōu)化器使用j字段上的隱藏索引來優(yōu)化查詢了。(7)設(shè)置索引的可見與不可見
將字段j上的隱藏索引設(shè)置為可見,如下所示。mysql>?alter?table?t1?alter?index?j_idx?visible;
Query?OK,?0?rows?affected?(0.01?sec)
Records:?0??Duplicates:?0??Warnings:?0
將字段j上的索引設(shè)置為不可見,如下所示。mysql>?alter?table?t1?alter?index?j_idx?invisible;
Query?OK,?0?rows?affected?(0.01?sec)
Records:?0??Duplicates:?0??Warnings:?0
(8)MySQL中主鍵不能設(shè)置為不可見索引
值得注意的是:在MySQL中,主鍵是不可以設(shè)置為不可見的。在testdb數(shù)據(jù)庫中創(chuàng)建一張測(cè)試表t2,如下所示。mysql>?create?table?t2(i?int?not?null);
Query?OK,?0?rows?affected?(0.01?sec)
接下來,在t2表中創(chuàng)建一個(gè)不可見主鍵,如下所示mysql>?alter?table?t2?add?primary?key?pk_t2(i)?invisible;?
ERROR?3522?(HY000):?A?primary?key?index?cannot?be?invisible
可以看到,此時(shí)SQL語句報(bào)錯(cuò),主鍵不能被設(shè)置為不可見索引。二、降序索引
1.降序索引概述
- MySQL 8.0開始真正支持降序索引(descending index)。
- 只有InnoDB存儲(chǔ)引擎支持降序索引,只支持BTREE降序索引。
- MySQL 8.0不再對(duì)GROUP BY操作進(jìn)行隱式排序
2.降序索引操作
(1)MySQL 5.7中支持的語法 首先,在MySQL 5.7中創(chuàng)建測(cè)試數(shù)據(jù)庫testdb,在數(shù)據(jù)庫testdb中創(chuàng)建測(cè)試表t2,如下所示。mysql>?create?database?if?not?exists?testdb;
Query?OK,?0?rows?affected?(0.71?sec)
mysql>?use?testdb;
Database?changed
mysql>?create?table?if?not?exists?t2(c1?int,?c2?int,?index?idx1(c1?asc,?c2?desc));
Query?OK,?0?rows?affected?(0.71?sec)
其中,在t2表中創(chuàng)建了名為idx1的索引,索引中c1字段升序排序,c2字段降序排序。接下來,查看t2表的創(chuàng)建信息,如下所示mysql>?show?create?table?t2?\G
***************************?1.?row?***************************
???????Table:?t2
Create?Table:?CREATE?TABLE?`t2`?(
??`c1`?int(11)?DEFAULT?NULL,
??`c2`?int(11)?DEFAULT?NULL,
??KEY?`idx1`?(`c1`,`c2`)
)?ENGINE=InnoDB?DEFAULT?CHARSET=utf8mb4
1?row?in?set?(0.16?sec)
可以看到,MySQL 5.7版本在創(chuàng)建表的信息中,沒有字段c1和c2的排序信息,默認(rèn)都是升序。(2)MySQL 8.0中支持的語法
在MySQL 8.x中同樣創(chuàng)建t2表,如下所示mysql>?create?table?if?not?exists?t2(c1?int,?c2?int,?index?idx1(c1?asc,?c2?desc));
Query?OK,?0?rows?affected,?1?warning?(0.00?sec)
接下來,查看t2表的創(chuàng)建信息,如下所示mysql>?show?create?table?t2?\G
***************************?1.?row?***************************
???????Table:?t2
Create?Table:?CREATE?TABLE?`t2`?(
??`c1`?int(11)?DEFAULT?NULL,
??`c2`?int(11)?DEFAULT?NULL,
??KEY?`idx1`?(`c1`,`c2`?DESC)
)?ENGINE=InnoDB?DEFAULT?CHARSET=utf8mb4?COLLATE=utf8mb4_0900_ai_ci
1?row?in?set?(0.00?sec)
可以看到,在MySQL 8.x中,創(chuàng)建的索引中存在字段的排序信息。(3)MySQL 5.7中查詢優(yōu)化器對(duì)索引的使用情況
首先,在表t2中插入一些數(shù)據(jù),如下所示。mysql>?insert?into?t2(c1,?c2)?values(1,?100),?(2,?200),?(3,?150),?(4,?50);
Query?OK,?4?rows?affected?(0.19?sec)
Records:?4??Duplicates:?0??Warnings:?0
接下來,查詢t2表中的數(shù)據(jù),如下所示。mysql>?select?*?from?t2;
------ ------
|?c1???|?c2???|
------ ------
|????1?|??100?|
|????2?|??200?|
|????3?|??150?|
|????4?|???50?|
------ ------
4?rows?in?set?(0.00?sec)
可以看到,t2表中的數(shù)據(jù)插入成功。接下來,查看查詢優(yōu)化器對(duì)索引的使用情況,這里,查詢語句按照c1字段升序,按照c2字段降序,如下所示。mysql>?explain?select?*?from?t2?order?by?c1,?c2?desc?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t2
???partitions:?NULL
?????????type:?index
possible_keys:?NULL
??????????key:?idx1
??????key_len:?10
??????????ref:?NULL
?????????rows:?4
?????filtered:?100.00
????????Extra:?Using?index;?Using?filesort
1?row?in?set,?1?warning?(0.12?sec)
可以看到,在MySQL 5.7中,按照c2字段進(jìn)行降序排序,并沒有使用索引。(4)MySQL 8.x中查詢優(yōu)化器對(duì)降序索引的使用情況。查看查詢優(yōu)化器對(duì)降序索引的使用情況。首先,在表t2中插入一些數(shù)據(jù),如下所示。mysql>?insert?into?t2(c1,?c2)?values(1,?100),?(2,?200),?(3,?150),?(4,?50);
Query?OK,?4?rows?affected?(0.00?sec)
Records:?4??Duplicates:?0??Warnings:?0
接下來,查詢t2表中的數(shù)據(jù),如下所示。mysql>?select?*?from?t2;
------ ------
|?c1???|?c2???|
------ ------
|????1?|??100?|
|????2?|??200?|
|????3?|??150?|
|????4?|???50?|
------ ------
4?rows?in?set?(0.00?sec)
可以看到,t2表中的數(shù)據(jù)插入成功。在MySQL中如果創(chuàng)建的是升序索引,則指定查詢的時(shí)候,只能按照升序索引的方式指定查詢,這樣才能使用升序索引。接下來,查看查詢優(yōu)化器對(duì)索引的使用情況,這里,查詢語句按照c1字段升序,按照c2字段降序,如下所示。mysql>?explain?select?*?from?t2?order?by?c1,?c2?desc?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t2
???partitions:?NULL
?????????type:?index
possible_keys:?NULL
??????????key:?idx1
??????key_len:?10
??????????ref:?NULL
?????????rows:?4
?????filtered:?100.00
????????Extra:?Using?index
1?row?in?set,?1?warning?(0.00?sec)
可以看到,在MySQL 8.x中,按照c2字段進(jìn)行降序排序,使用了索引。使用c1字段降序,c2字段升序排序,如下所示。mysql>?explain?select?*?from?t2?order?by?c1?desc,?c2?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t2
???partitions:?NULL
?????????type:?index
possible_keys:?NULL
??????????key:?idx1
??????key_len:?10
??????????ref:?NULL
?????????rows:?4
?????filtered:?100.00
????????Extra:?Backward?index?scan;?Using?index
1?row?in?set,?1?warning?(0.00?sec)
可以看到,在MySQL 8.x中仍然可以使用索引,并使用了索引的反向掃描。(5)MySQL 8.x中不再對(duì)GROUP BY進(jìn)行隱式排序在MySQL 5.7中執(zhí)行如下命令,按照c2字段進(jìn)行分組,查詢每組中數(shù)據(jù)的記錄條數(shù)。mysql>?select?count(*),?c2?from?t2?group?by?c2;
---------- ------
|?count(*)?|?c2???|
---------- ------
|????????1?|???50?|
|????????1?|??100?|
|????????1?|??150?|
|????????1?|??200?|
---------- ------
4?rows?in?set?(0.18?sec)
可以看到,在MySQL 5.7中,在c2字段上進(jìn)行了排序操作。在MySQL 8.x中執(zhí)行如下命令,按照c2字段進(jìn)行分組,查詢每組中數(shù)據(jù)的記錄條數(shù)。mysql>?select?count(*),?c2?from?t2?group?by?c2;
---------- ------
|?count(*)?|?c2???|
---------- ------
|????????1?|??100?|
|????????1?|??200?|
|????????1?|??150?|
|????????1?|???50?|
---------- ------
4?rows?in?set?(0.00?sec)
可以看到,在MySQL 8.x中,在c2字段上并沒有進(jìn)行排序操作。在MySQL 8.x中如果需要對(duì)c2字段進(jìn)行排序,則需要使用order by語句明確指定排序規(guī)則,如下所示。mysql>?select?count(*),?c2?from?t2?group?by?c2?order?by?c2;
---------- ------
|?count(*)?|?c2???|
---------- ------
|????????1?|???50?|
|????????1?|??100?|
|????????1?|??150?|
|????????1?|??200?|
---------- ------
4?rows?in?set?(0.00?sec)
三、函數(shù)索引
1.函數(shù)索引概述
- MySQL 8.0.13開始支持在索引中使用函數(shù)(表達(dá)式)的值。
- 支持降序索引,支持JSON數(shù)據(jù)的索引
- 函數(shù)索引基于虛擬列功能實(shí)現(xiàn)
2.函數(shù)索引操作
(1)創(chuàng)建測(cè)試表t3 在testdb數(shù)據(jù)庫中創(chuàng)建一張測(cè)試表t3,如下所示。mysql>?create?table?if?not?exists?t3(c1?varchar(10),?c2?varchar(10));
Query?OK,?0?rows?affected?(0.01?sec)
(2)創(chuàng)建普通索引
在c1字段上創(chuàng)建普通索引mysql>?create?index?idx1?on?t3(c1);
Query?OK,?0?rows?affected?(0.01?sec)
Records:?0??Duplicates:?0??Warnings:?0
(3)創(chuàng)建函數(shù)索引
在c2字段上創(chuàng)建一個(gè)將字段值轉(zhuǎn)化為大寫的函數(shù)索引,如下所示。mysql>?create?index?func_index?on?t3?((UPPER(c2)));
Query?OK,?0?rows?affected?(0.02?sec)
Records:?0??Duplicates:?0??Warnings:?0
(4)查看t3表上的索引信息,如下所示。mysql>?show?index?from?t3?\G
***************************?1.?row?***************************
????????Table:?t3
???Non_unique:?1
?????Key_name:?idx1
?Seq_in_index:?1
??Column_name:?c1
????Collation:?A
??Cardinality:?0
?????Sub_part:?NULL
???????Packed:?NULL
?????????Null:?YES
???Index_type:?BTREE
??????Comment:?
Index_comment:?
??????Visible:?YES
???Expression:?NULL
***************************?2.?row?***************************
????????Table:?t3
???Non_unique:?1
?????Key_name:?func_index
?Seq_in_index:?1
??Column_name:?NULL
????Collation:?A
??Cardinality:?0
?????Sub_part:?NULL
???????Packed:?NULL
?????????Null:?YES
???Index_type:?BTREE
??????Comment:?
Index_comment:?
??????Visible:?YES
???Expression:?upper(`c2`)
2?rows?in?set?(0.01?sec)
(5)查看查詢優(yōu)化器對(duì)兩個(gè)索引的使用情況
首先,查看c1字段的大寫值是否等于某個(gè)特定的值,如下所示。mysql>?explain?select?*?from?t3?where?upper(c1)?=?'ABC'?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t3
???partitions:?NULL
?????????type:?ALL
possible_keys:?NULL
??????????key:?NULL
??????key_len:?NULL
??????????ref:?NULL
?????????rows:?1
?????filtered:?100.00
????????Extra:?Using?where
1?row?in?set,?1?warning?(0.00?sec)
可以看到,沒有使用索引,進(jìn)行了全表掃描操作。接下來,查看c2字段的大寫值是否等于某個(gè)特定的值,如下所示。mysql>?explain?select?*?from?t3?where?upper(c2)?=?'ABC'?\G?
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t3
???partitions:?NULL
?????????type:?ref
possible_keys:?func_index
??????????key:?func_index
??????key_len:?43
??????????ref:?const
?????????rows:?1
?????filtered:?100.00
????????Extra:?NULL
1?row?in?set,?1?warning?(0.00?sec)
可以看到,使用了函數(shù)索引。(6)函數(shù)索引對(duì)JSON數(shù)據(jù)的索引
首先,創(chuàng)建測(cè)試表emp,并對(duì)JSON數(shù)據(jù)進(jìn)行索引,如下所示。mysql>?create?table?if?not?exists?emp(data?json,?index((CAST(data->>'$.name'?as?char(30)))));
Query?OK,?0?rows?affected?(0.02?sec)
上述SQL語句的解釋如下:- JSON數(shù)據(jù)長度不固定,如果直接對(duì)JSON數(shù)據(jù)進(jìn)行索引,可能會(huì)超出索引長度,通常,會(huì)只截取JSON數(shù)據(jù)的一部分進(jìn)行索引。
- CAST()類型轉(zhuǎn)換函數(shù),把數(shù)據(jù)轉(zhuǎn)化為char(30)類型。使用方式為CAST(數(shù)據(jù) as 數(shù)據(jù)類型)。
- data ->> '$.name'表示JSON的運(yùn)算符
mysql>?show?index?from?emp?\G
***************************?1.?row?***************************
????????Table:?emp
???Non_unique:?1
?????Key_name:?functional_index
?Seq_in_index:?1
??Column_name:?NULL
????Collation:?A
??Cardinality:?0
?????Sub_part:?NULL
???????Packed:?NULL
?????????Null:?YES
???Index_type:?BTREE
??????Comment:?
Index_comment:?
??????Visible:?YES
???Expression:?cast(json_unquote(json_extract(`data`,_utf8mb4\'$.name\'))?as?char(30)?charset?utf8mb4)
1?row?in?set?(0.00?sec)
(7)函數(shù)索引基于虛擬列實(shí)現(xiàn)
首先,查看t3表的信息,如下所示。mysql>?desc?t3;
------- ------------- ------ ----- --------- -------
|?Field?|?Type????????|?Null?|?Key?|?Default?|?Extra?|
------- ------------- ------ ----- --------- -------
|?c1????|?varchar(10)?|?YES??|?MUL?|?NULL????|???????|
|?c2????|?varchar(10)?|?YES??|?????|?NULL????|???????|
------- ------------- ------ ----- --------- -------
2?rows?in?set?(0.00?sec)
在c1上建立了普通索引,在c2上建立了函數(shù)索引。接下來,在t3表中添加一列c3,模擬c2上的函數(shù)索引,如下所示。mysql>?alter?table?t3?add?column?c3?varchar(10)?generated?always?as?(upper(c1));
Query?OK,?0?rows?affected?(0.03?sec)
Records:?0??Duplicates:?0??Warnings:?0
c3列是一個(gè)計(jì)算列,c3字段的值總是使用c1字段轉(zhuǎn)化為大寫的結(jié)果。接下來,向t3表中插入一條數(shù)據(jù),其中,c3列是一個(gè)計(jì)算列,c3字段的值總是使用c1字段轉(zhuǎn)化為大寫的結(jié)果,在插入數(shù)據(jù)的時(shí)候,不需要為c3列插入數(shù)據(jù),如下所示。mysql>?insert?into?t3(c1,?c2)?values?('abc',?'def');
Query?OK,?1?row?affected?(0.00?sec)
查詢t3表中的數(shù)據(jù),如下所示。mysql>?select?*?from?t3;
------ ------ ------
|?c1???|?c2???|?c3???|
------ ------ ------
|?abc??|?def??|?ABC??|
------ ------ ------
1?row?in?set?(0.00?sec)
可以看到,并不需要向c3列中插入數(shù)據(jù),c3列的數(shù)據(jù)為c1字段的大寫結(jié)果數(shù)據(jù)。如果想模擬函數(shù)索引的效果,則可以使用如下方式。首先,在c3列上添加索引,如下所示。mysql>?create?index?idx3?on?t3(c3);
Query?OK,?0?rows?affected?(0.11?sec)
Records:?0??Duplicates:?0??Warnings:?0
接下來,再次查看c1字段的大寫值是否等于某個(gè)特定的值,如下所示。mysql>?explain?select?*?from?t3?where?upper(c1)?=?'ABC'?\G
***************************?1.?row?***************************
???????????id:?1
??select_type:?SIMPLE
????????table:?t3
???partitions:?NULL
?????????type:?ref
possible_keys:?idx3
??????????key:?idx3
??????key_len:?43
??????????ref:?const
?????????rows:?1
?????filtered:?100.00
????????Extra:?NULL
1?row?in?set,?1?warning?(0.00?sec)
此時(shí),就使用了idx3索引。