[20250109]dbms_xplan.display_cursor+peeked_binds无法查看绑定变量值.txt
–//在我使用自己写的dpc.sql脚本中我会加入peeked_binds参数查看绑定变量值,但是有时候会遇到无法查看的情况。
–//以前自己很少关注这个细节,应该有别的途径获取绑定变量值,最近在优化一条sql语句正好遇到,做一个例子,演示自己遇到的情
–//况,做一个简单探究。 
1.环境:
SCOTT@book01p> @ ver2
==============================
PORT_STRING                   : x86_64/Linux 2.4.xx
VERSION                       : 21.0.0.0.0
BANNER                        : Oracle Database 21c Enterprise Edition Release 21.0.0.0.0 – Production
BANNER_FULL                   : Oracle Database 21c Enterprise Edition Release 21.0.0.0.0 – Production
Version 21.3.0.0.0
BANNER_LEGACY                 : Oracle Database 21c Enterprise Edition Release 21.0.0.0.0 – Production
CON_ID                        : 0
PL/SQL procedure successfully completed. 
2.建立测试环境:
SCOTT@book01p> create table t as select * from all_objects;
Table created. 
SCOTT@book01p> create index I_T_OBJECT_ID on t(object_id);
Index created.
–//分析略。 
–//建立测试脚本:
$ cat f2.txt
set term off
variable v_o_id number ;
exec :v_id := 76191;
set term on
select object_name from t  where ( ( :v_id = ” or :v_id is null) or t.object_id = :v_id);
–//顺便提一下,我们团队开发或者一些开发人员喜欢这样写法,我再次提醒不要这样写sql代码,oracle目前没有这么智能,分开两者
–//情况考虑。几条问题还不大,一大堆数据库总有一天会垮掉。 
3.测试:
SCOTT@book01p>  @ f2.txt
OBJECT_NAME
——————————
DEPT 
SCOTT@book01p> @ dpc ” ” ”
PLAN_TABLE_OUTPUT
————————————-
SQL_ID  48hvkrha9qvzr, child number 0
————————————-
select object_name from t  where ( ( :v_id = ” or :v_id is null) or
t.object_id = :v_id)
Plan hash value: 1601196873
——————————————————————————————————————–
| Id  | Operation         | Name | Starts | E-Rows |E-Bytes| Cost (%CPU)| E-Time   | A-Rows |   A-Time   | Buffers |
——————————————————————————————————————–
|   0 | SELECT STATEMENT  |      |      1 |        |       |   412 (100)|          |      1 |00:00:00.01 |    1482 |
|*  1 |  TABLE ACCESS FULL| T    |      1 |   3500 |   140K|   412   (1)| 00:00:01 |      1 |00:00:00.01 |    1482 |
——————————————————————————————————————–
Query Block Name / Object Alias (identified by operation id):
————————————————————-
   1 – SEL$1 / “T”@”SEL$1”
Peeked Binds (identified by position):
————————————–
   3 – (NUMBER, Primary=1)
   ~~~~~~~~~~~~~~~~~~~~~~~
Predicate Information (identified by operation id):
—————————————————
   1 – filter((:V_ID IS NULL OR “T”.”OBJECT_ID”=:V_ID)) 
–//注意看下划线,可以发现无法看到绑定变量值,为什么?
SCOTT@book01p> @ bind_cap 48hvkrha9qvzr ”
SQL_ID        CHILD_NUMBER WAS NAME   POSITION MAX_LENGTH LAST_CAPTURED       DATATYPE_STRING VALUE_STRING INST_ID
————- ———— — —— ——– ———- ——————- ————— ———— ——-
48hvkrha9qvzr            0 YES :V_ID         1         22 2025-01-09 08:41:59 NUMBER          76191              1 
–//查询我写的bind_cap查询gv$sql_bind_capture可以获得绑定变量值。为什么执行计划里面无法看到呢?
SCOTT@book01p> @ expand_sql_text 48hvkrha9qvzr
SELECT “A1″.”OBJECT_NAME” “OBJECT_NAME” FROM “SCOTT”.”T” “A1″ WHERE :B1=” OR :B2 IS NULL OR “A1”.”OBJECT_ID”=:B3
PL/SQL procedure successfully completed. 
SCOTT@book01p> @ 10053x 48hvkrha9qvzr 0
PL/SQL procedure successfully completed. 
SCOTT@book01p> @ t
TRACEFILE
——————————————————————————–
/u01/app/oracle/diag/rdbms/book/book/trace/book_ora_3853_a48hvkrha9qvzr.trc 
SCOTT@book01p> @ 10053y ”
TRCLINE
—————————————————————————————————-
Final query after transformations:******* UNPARSED QUERY IS *******
SELECT “T”.”OBJECT_NAME” “OBJECT_NAME” FROM “SCOTT”.”T” “T” WHERE :B1 IS NULL OR “T”.”OBJECT_ID”=:B2 
–//使用dbms_utility.expand_sql_text展开sql语句或者使用dbms_sqldiag.dump_trace可以发现sql语句发生了转换。
–//虽然两者不同,但是使用 :B1 :B2表示
–//变为如下:
SELECT “T”.”OBJECT_NAME” “OBJECT_NAME” FROM “SCOTT”.”T” “T” WHERE :B1 IS NULL OR “T”.”OBJECT_ID”=:B2
–//也许正是这个原因导致执行dpc.sql看不见绑定变量值。 
4.换一个方式执行:
 $ cat f2a.txt
set term off
variable v_id number ;
exec :v_id := 76191;
set term on
select object_name from t  where (t.object_id = :v_id or  ( :v_id = ” or :v_id is null));
–//谓词条件做一下交换。 
SCOTT@book01p> @ f2a.txt
OBJECT_NAME
——————————
DEPT 
SCOTT@book01p> @ dpc ” ” ”
PLAN_TABLE_OUTPUT
————————————-
SQL_ID  bxvuhvqxz0dg5, child number 0
————————————-
select object_name from t  where (t.object_id = :v_id or  ( :v_id = ”
or :v_id is null))
Plan hash value: 1601196873
——————————————————————————————————————–
| Id  | Operation         | Name | Starts | E-Rows |E-Bytes| Cost (%CPU)| E-Time   | A-Rows |   A-Time   | Buffers |
——————————————————————————————————————–
|   0 | SELECT STATEMENT  |      |      1 |        |       |   412 (100)|          |      1 |00:00:00.01 |    1482 |
|*  1 |  TABLE ACCESS FULL| T    |      1 |   3500 |   140K|   412   (1)| 00:00:01 |      1 |00:00:00.01 |    1482 |
——————————————————————————————————————–
Query Block Name / Object Alias (identified by operation id):
————————————————————-
   1 – SEL$1 / “T”@”SEL$1”
Peeked Binds (identified by position):
————————————–
   1 – (NUMBER): 76191
Predicate Information (identified by operation id):
—————————————————
   1 – filter((:V_ID IS NULL OR “T”.”OBJECT_ID”=:V_ID))
29 rows selected.
–//这次可以看到其中的绑定变量值。 
SCOTT@book01p> @ expand_sql_text bxvuhvqxz0dg5
SELECT “A1″.”OBJECT_NAME” “OBJECT_NAME” FROM “SCOTT”.”T” “A1” WHERE “A1″.”OBJECT_ID”=:B1 OR :B2=” OR :B3 IS NULL
PL/SQL procedure successfully completed. 
SCOTT@book01p> @ 10053x bxvuhvqxz0dg5 0
PL/SQL procedure successfully completed. 
SCOTT@book01p> @ t
TRACEFILE
——————————————————————————–
/u01/app/oracle/diag/rdbms/book/book/trace/book_ora_3853_abxvuhvqxz0dg5.trc 
SCOTT@book01p> @ 10053y ”
TRCLINE
—————————————————————————————————-
Final query after transformations:******* UNPARSED QUERY IS *******
SELECT “T”.”OBJECT_NAME” “OBJECT_NAME” FROM “SCOTT”.”T” “T” WHERE “T”.”OBJECT_ID”=:B1 OR :B2 IS NULL
–//虽然不知道为什么交换位置后,”T”.”OBJECT_ID”=:B1在前就可以看到绑定变量值,但至少是一个线索。 
5.如何优化:
–//可以发现执行计划都是全表扫描,这么简单的sql语句oracle都没有这么智能拆分2部分执行,何况生产系统的sql语句比这复杂的多。
–//开发应该醒一醒,不能再写这样的代码,这样写一辈子代码,永远被别人鄙视。 
–//可以使用use_concat 或者 or_expand提示,12c以上推荐尝试or_expand。
$ cp f2.txt f2b.txt
–//修改f2b.txt 加入提示。
$ cat f2b.txt
set term off
variable v_id number ;
exec :v_id := 76191;
set term on
select
/*+ or_expand */
object_name from t  where ( ( :v_id = ” or :v_id is null) or t.object_id = :v_id); 
SCOTT@book01p> @ f2b.txt
OBJECT_NAME
——————————
DEPT 
SCOTT@book01p> @ dpc ” ” ”
PLAN_TABLE_OUTPUT
————————————-
SQL_ID  dy5z2h31r5cyc, child number 0
————————————-
select /*+ or_expand */ object_name from t  where ( ( :v_id = ” or
:v_id is null) or t.object_id = :v_id) 
Plan hash value: 371444588
—————————————————————————————————————————————————-
| Id  | Operation                              | Name            | Starts | E-Rows |E-Bytes| Cost (%CPU)| E-Time   | A-Rows |   A-Time   | Buffers |
—————————————————————————————————————————————————-
|   0 | SELECT STATEMENT                       |                 |      1 |        |       |   413 (100)|          |      1 |00:00:00.01 |       4 |
|   1 |  VIEW                                  | VW_ORE_1B35BA0F |      1 |  69983 |  4510K|   413   (1)| 00:00:01 |      1 |00:00:00.01 |       4 |
|   2 |   UNION-ALL                            |                 |      1 |        |       |            |          |      1 |00:00:00.01 |       4 |
|*  3 |    FILTER                              |                 |      1 |        |       |            |          |      0 |00:00:00.01 |       0 |
|   4 |     TABLE ACCESS FULL                  | T               |      0 |  69982 |  2460K|   411   (1)| 00:00:01 |      0 |00:00:00.01 |       0 |
|*  5 |    FILTER                              |                 |      1 |        |       |            |          |      1 |00:00:00.01 |       4 |
|   6 |     TABLE ACCESS BY INDEX ROWID BATCHED| T               |      1 |      1 |    41 |     2   (0)| 00:00:01 |      1 |00:00:00.01 |       4 |
|*  7 |      INDEX RANGE SCAN                  | I_T_OBJECT_ID   |      1 |      1 |       |     1   (0)| 00:00:01 |      1 |00:00:00.01 |       3 |
—————————————————————————————————————————————————-
Query Block Name / Object Alias (identified by operation id):
————————————————————-
   1 – SET$2A13AF86   / “VW_ORE_1B35BA0F”@”SEL$1B35BA0F”
   2 – SET$2A13AF86
   3 – SET$2A13AF86_1
   4 – SET$2A13AF86_1 / “T”@”SET$2A13AF86_1”
   5 – SET$2A13AF86_2
   6 – SET$2A13AF86_2 / “T”@”SET$2A13AF86_2”
   7 – SET$2A13AF86_2 / “T”@”SET$2A13AF86_2”
Peeked Binds (identified by position):
————————————–
   3 – (NUMBER, Primary=1)
Predicate Information (identified by operation id):
—————————————————
   3 – filter(:V_ID IS NULL)
   5 – filter(LNNVL(:V_ID IS NULL))
   7 – access(“T”.”OBJECT_ID”=:V_ID)
Hint Report (identified by operation id / Query Block Name / Object Alias):
Total hints for statement: 1
—————————————————————————
   5 –  SET$2A13AF86_2
           –  or_expand
50 rows selected.
–//可以发现被拆分2部分,不要看id=4,starts=0,除非带入空值。 
–//交换执行计划:
SCOTT@book01p> @ spsw dy5z2h31r5cyc 0 48hvkrha9qvzr 0 ” true
PL/SQL procedure successfully completed.
=================================================================================================================================================
if drop or alter sql profile ,run :
execute dbms_sqltune.drop_sql_profile(name => ‘switch tuning 48hvkrha9qvzr’)
execute dbms_sqltune.alter_sql_profile(name => ‘switch tuning 48hvkrha9qvzr’,attribute_name=>’STATUS’,value=>’DISABLED’)
================================================================================================================================================= 
SCOTT@book01p> @ f2.txt
OBJECT_NAME
——————————
DEPT 
SCOTT@book01p> @ dpc ” ” ”
PLAN_TABLE_OUTPUT
————————————-
SQL_ID  48hvkrha9qvzr, child number 0
————————————-
select object_name from t  where ( ( :v_id = ” or :v_id is null) or
t.object_id = :v_id)
Plan hash value: 371444588
—————————————————————————————————————————————————-
| Id  | Operation                              | Name            | Starts | E-Rows |E-Bytes| Cost (%CPU)| E-Time   | A-Rows |   A-Time   | Buffers |
—————————————————————————————————————————————————-
|   0 | SELECT STATEMENT                       |                 |      1 |        |       |   413 (100)|          |      1 |00:00:00.01 |       4 |
|   1 |  VIEW                                  | VW_ORE_1B35BA0F |      1 |  69983 |  4510K|   413   (1)| 00:00:01 |      1 |00:00:00.01 |       4 |
|   2 |   UNION-ALL                            |                 |      1 |        |       |            |          |      1 |00:00:00.01 |       4 |
|*  3 |    FILTER                              |                 |      1 |        |       |            |          |      0 |00:00:00.01 |       0 |
|   4 |     TABLE ACCESS FULL                  | T               |      0 |  69982 |  2460K|   411   (1)| 00:00:01 |      0 |00:00:00.01 |       0 |
|*  5 |    FILTER                              |                 |      1 |        |       |            |          |      1 |00:00:00.01 |       4 |
|   6 |     TABLE ACCESS BY INDEX ROWID BATCHED| T               |      1 |      1 |    41 |     2   (0)| 00:00:01 |      1 |00:00:00.01 |       4 |
|*  7 |      INDEX RANGE SCAN                  | I_T_OBJECT_ID   |      1 |      1 |       |     1   (0)| 00:00:01 |      1 |00:00:00.01 |       3 |
—————————————————————————————————————————————————-
Query Block Name / Object Alias (identified by operation id):
————————————————————-
   1 – SET$2A13AF86   / “VW_ORE_1B35BA0F”@”SEL$1B35BA0F”
   2 – SET$2A13AF86
   3 – SET$2A13AF86_1
   4 – SET$2A13AF86_1 / “T”@”SET$2A13AF86_1”
   5 – SET$2A13AF86_2
   6 – SET$2A13AF86_2 / “T”@”SET$2A13AF86_2”
   7 – SET$2A13AF86_2 / “T”@”SET$2A13AF86_2”
Peeked Binds (identified by position):
————————————–
   3 – (NUMBER, Primary=1)
Predicate Information (identified by operation id):
—————————————————
   3 – filter(:V_ID IS NULL)
   5 – filter(LNNVL(:V_ID IS NULL))
   7 – access(“T”.”OBJECT_ID”=:V_ID)
Hint Report (identified by operation id / Query Block Name / Object Alias):
Total hints for statement: 8
—————————————————————————
   0 –  STATEMENT
           –  ALL_ROWS
           –  DB_VERSION(‘21.1.0’)
           –  IGNORE_OPTIM_EMBEDDED_HINTS
           –  OPTIMIZER_FEATURES_ENABLE(‘21.1.0’) 
   4 –  SET$2A13AF86_1 / “T”@”SET$2A13AF86_1”
           –  FULL(@”SET$2A13AF86_1″ “T”@”SET$2A13AF86_1”) 
   5 –  SET$2A13AF86_2
           –  OR_EXPAND(@”SEL$1″ (1) (2)) 
   6 –  SET$2A13AF86_2 / “T”@”SET$2A13AF86_2”
           –  BATCH_TABLE_ACCESS_BY_ROWID(@”SET$2A13AF86_2″ “T”@”SET$2A13AF86_2”)
           –  INDEX_RS_ASC(@”SET$2A13AF86_2″ “T”@”SET$2A13AF86_2” (“T”.”OBJECT_ID”))
Note
—–
   – SQL profile switch tuning 48hvkrha9qvzr used for this statement
67 rows selected.
–//这样就可以稳定执行计划,仅仅能稳定一路,真正的应用sql语句会存在多个,目前的情况是仅仅稳定1路。其他情况还是全表扫描。 
6.小结:
–//虽然还是不知道为什么dpc.sql看不见绑定变量的具体原因,至少知道与转换相关。
–//另外补充说明使用sql profile稳定执行计划,如果条件复杂,出现如下:
select object_name,object_type from t  where
( ( :v_id = ” or :v_id is null) or t.object_id = :v_id)
and ( ( :v_name = ” or :v_name is null) or t.object_name = :v_name)
;
–//无法通过spsw.sql来稳定执行计划,我的测试要使用sql patch。 
7.顺便附上测试中使用的相关sql脚本:
$ cat dpc.sql
— Copyright 2023 lfree. All rights reserved.
— Licensed under the Apache License, Version 2.0. See LICENSE.txt for terms and conditions.
——————————————————————————–
—
— File name:   dpc.sql
— Purpose:     display sql of plan
—
— Author:      lfree
—
— Usage:
—     @ dpc <sql_id> <format> <child_number>
—     argument1=sql_id argument2=format argument3=child_number
——————————————————————————– 
–set term off
–column 3 new_value 3
–select null “3” from dual where 1=2;
–set term on 
–variable a varchar2(10)
–exec :a := nvl (‘&3’,null) 
— argument1=sql_id argument2=format argument3=child_number
set verify off
— select * from table(dbms_xplan.display_cursor(nvl(‘&1′,null),null,’all allstats last peeked_binds cost partition note -projection -outline &2’));
select * from table(dbms_xplan.display_cursor(nvl(‘&1’,null),nvl(‘&3′,null),’all allstats last peeked_binds cost partition note -projection -outline &2’));
def 3=”
@ dpcformat.sql 
$ cat 10053x.sql
execute dbms_sqldiag.dump_trace(p_sql_id=>’&1′,p_child_number=>&2,p_component=>’Compiler’,p_file_id=>’a’||’&&1′); 
$ cat tpt/t.sql
SELECT value tracefile FROM v$diag_info WHERE name = ‘Default Trace File’; 
$ cat 10053y.sql
— Copyright 2023 lfree. All rights reserved.
— Licensed under the Apache License, Version 2.0. See LICENSE.txt for terms and conditions.
————————————————————————————————————
—
— File name:   10053y.sql
— Purpose:     display Final query after transformations
—
— Author:      lfree
—
— Usage:
—     @ 10053y <trc_file>
—
————————————————————————————————————- 
SET TERM OFF
COLUMN trc_file  NEW_VALUE v_trc_file
–DEFINE trc_file = &1
SELECT NVL(‘&1′,’&TRC’) trc_file FROM DUAL ;
SELECT SUBSTR (‘&v_trc_file’, INSTR (‘&v_trc_file’, ‘/’, -1) + 1) trc_file FROM DUAL;
SET TERM ON 
DEFINE trc_file = &v_trc_file
–DEFINE trc_file = &1 
–COL trace_filename FOR A45
–COL adr_home FOR A45
–SELECT trace_filename, to_char(change_time, ‘dd-mm-yyyy hh24:mi:ss’) AS change_time, to_char(modify_time, ‘dd-mm-yyyy hh24:mi:ss’) AS modify_time, adr_home, con_id
–FROM gv$diag_trace_file
–WHERE lower(trace_filename) LIKE lower(‘%&v_trc_file%’)
–ORDER BY modify_time; 
column trcline format a250
SELECT trcline
  FROM gv$diag_trace_file_contents
          MATCH_RECOGNIZE
          (
             PARTITION BY trace_filename
             ORDER BY line_number
             MEASURES payload AS trcline
             ALL ROWS PER MATCH
             PATTERN (a | b nc * | c | f n)
             DEFINE a AS (payload LIKE ‘qksptfSQM_GetTxt(): Anonymous Block%’)
            ,b AS (payload LIKE ‘qksptfSQM_GetTxt(): Macro Text%’)
            ,nc AS (payload NOT LIKE ‘qksptfSQM_Template(): Template Text%’)
            ,c AS (payload LIKE ‘qksptfSQM_Template(): Template Text%’)
            ,f AS (payload LIKE ‘Final query after%’)
          )
          x
 WHERE trace_filename = ‘&v_trc_file’; 
$ cat bind_cap.sql
— Copyright 2023 lfree. All rights reserved.
— Licensed under the Apache License, Version 2.0. See LICENSE.txt for terms and conditions.
———————————————————————————————-
—
— Name:        bind_cap.sql
— Purpose:     Display for binding variable types as well as for data information
—
— Author:      lfree
— Usage:
—     @ bind_cap <sql_id> <column_name>
—
———————————————————————————————–
set verify off
column value_string format a50
column datatype_string format a15
break on sql_id on child_number  skip 1
select  replace(sql_fulltext,chr(13),”) c200 from v$sql where sql_id=’&1′ and rownum<=1; 
SELECT sql_id
        ,child_number
        ,was_captured
        ,name
        ,position
        ,max_length
        ,last_captured
        ,datatype_string
        ,DECODE
         (
            datatype_string
           ,’DATE’, TO_CHAR ( TO_DATE (value_string, ‘mm/dd/yy hh24:mi:ss’) ,’yyyy/mm/dd hh24:mi:ss’)
           ,’TIMESTAMP’, TO_CHAR ( ANYDATA.accesstimestamp (value_anydata) ,’yyyy/mm/dd hh24:mi:ss.ff9′)
           ,value_string
         )
            value_string
                , inst_id
    —        decode(datatype_string,’TIMESTAMP’,ANYDATA.accesstimestamp (value_anydata)) c30
    FROM gv$sql_bind_capture
   WHERE     sql_id = ‘&1’
         AND was_captured = ‘YES’
         AND DUP_POSITION IS NULL
         AND LOWER (name) LIKE LOWER (‘%’ || NVL (‘&&2’, name) || ‘%’)
ORDER BY child_number, inst_id,was_captured, position; 
clear break
$ cat expand_sql_text.sql
set long 20000
set serveroutput on
declare
    L_sqltext clob := null;
        l_version varchar2(3) := null;
    l_sql     clob := null;
    l_result  clob := null;
begin
        select regexp_replace(version,’\..*’) into l_version from v$instance;
        select sql_fulltext into l_sqltext from v$sqlarea where sql_id=’&&1′; 
        if l_version = ’11’ then
       l_sql := ‘begin
                   dbms_sql2.expand_sql_text( :a,:b );
                 end;’; 
elsif l_version >= ’12’ then
      l_sql := ‘begin
                  dbms_utility.expand_sql_text(:a,:b);
                end;’;
    end if;
    execute immediate l_sql using in l_sqltext,out l_result;
        dbms_output.put_line(l_result);
end;
/
set serveroutput off 
$ cat spsw.sql
— @spsw good_sql_id 0 bad_sql_id 0 test true
— @spsw good_sql_id 0 bad_sql_id 0 ” true
DECLARE
   ar_profile_hints   SYS.sqlprof_attr;
   cl_sql_text        CLOB;
BEGIN
   SELECT EXTRACTVALUE (VALUE (d), ‘/hint’) AS outline_hints
     BULK COLLECT INTO ar_profile_hints
     FROM XMLTABLE (
             ‘/*/outline_data/hint’
             PASSING (SELECT xmltype (other_xml) AS xmlval
                        FROM v$sql_plan
                       WHERE     sql_id = ‘&&1’
                             AND child_number = &&2
                             AND other_xml IS NOT NULL)) d; 
   SELECT SQL_FULLTEXT
     INTO cl_sql_text
     FROM — replace with dba_hist_sqltext
          — if required for AWR based
          — execution
          gv$sqlarea
    — sys.dba_hist_sqltext
    WHERE sql_id = ‘&&3’and rownum=1; 
— plan_hash_value = &&2;
   DBMS_SQLTUNE.import_sql_profile (sql_text      => cl_sql_text,
                                    profile       => ar_profile_hints,
                                    category      => ‘&&5’,
                                    DESCRIPTION   => ‘switch &&1 => &&3’,
                                    name          => ‘switch tuning &&3’ — use force_match => true
                                                                         — to use CURSOR_SHARING=SIMILAR
                                                                         — behaviour, i.e. match even with
                                                                         — differing literals
                                    ,
                                    force_match   => &&6);
END;
/ 
prompt =================================================================================================================================================
prompt if drop or alter sql profile ,run :
prompt execute dbms_sqltune.drop_sql_profile(name => ‘switch tuning &&3’)
prompt execute dbms_sqltune.alter_sql_profile(name => ‘switch tuning &&3′,attribute_name=>’STATUS’,value=>’DISABLED’)
prompt =================================================================================================================================================
prompt
prompt 
来源链接:https://www.cnblogs.com/lfree/p/18662857
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