题目部分

在Oracle中,coe_xfr_sql_profile.sql脚本的作用是什么?

答案部分

使用coe_xfr_sql_profile.sql脚本生成sqlprof_attr数据

最麻烦的sqlprof_attr('FULL(t1@SEL$1)')是这里的格式如何写Mos上的文章note 215187.1中的sqlt.zip的目录utl中提供了脚本coe_xfr_sql_profile.sql可以生成这些信息

1.建立测试表和数据

1SYS@dlhr> select * from v$version;23BANNER4--------------------------------------------------------------------------------5Oracle Database 11g Enterprise Edition Release 11.2.0.4.0 - 64bit Production6PL/SQL Release 11.2.0.4.0 - Production7CORE    11.2.0.4.0      Production8TNS for IBM/AIX RISC System/6000: Version 11.2.0.4.0 - Production9NLSRTL Version 11.2.0.4.0 - Production101112LHR@dlhr> create table scott.test as select * from dba_objects;1314Table created.1516LHR@dlhr> create index scott.idx_test_01 on scott.test(object_id);1718Index created.1920LHR@dlhr> exec dbms_stats.gather_table_stats('scott','test',cascade=>true);2122PL/SQL procedure successfully completed.2324LHR@dlhr> update scott.test set object_id=10 where object_id>10;252627LHR@dlhr> commit;28Commit complete.29303132LHR@dlhr> select OBJECT_ID ,count(1) from scott.test group by OBJECT_ID;3334 OBJECT_ID   COUNT(1)35---------- ----------36         6          137         7          138         5          139         8          140         3          141         2          142        10      8707643         4          144         9          145469 rows selected.

2.执行查询语句

执行原有的查询语句,查看执行计划发现走索引,实际上这时表中大部分行的OBJECT_ID都已经被更新为10,所以走索引是不合理的。

1LHR@dlhr> set autot traceonly explain stat2LHR@dlhr> 3LHR@dlhr> select * from scott.test where object_id=10;4587076 rows selected.678Execution Plan9----------------------------------------------------------10Plan hash value: 33841907821112-------------------------------------------------------------------------------------------13| Id  | Operation                   | Name        | Rows  | Bytes | Cost (%CPU)| Time     |14-------------------------------------------------------------------------------------------15|   0 | SELECT STATEMENT            |             |     1 |    98 |     2   (0)| 00:00:01 |16|   1 |  TABLE ACCESS BY INDEX ROWID| TEST        |     1 |    98 |     2   (0)| 00:00:01 |17|*  2 |   INDEX RANGE SCAN          | IDX_TEST_01 |     1 |       |     1   (0)| 00:00:01 |18-------------------------------------------------------------------------------------------1920Predicate Information (identified by operation id):21---------------------------------------------------2223   2 - access("OBJECT_ID"=10)242526Statistics27----------------------------------------------------------28          0  recursive calls29          0  db block gets30      13060  consistent gets31          0  physical reads32          0  redo size33    9855485  bytes sent via SQL*Net to client34      64375  bytes received via SQL*Net from client35       5807  SQL*Net roundtrips to/from client36          0  sorts (memory)37          0  sorts (disk)38      87076  rows processed3940LHR@dlhr> select /*+ full(test)*/* from scott.test where object_id=10;414287076 rows selected.434445Execution Plan46----------------------------------------------------------47Plan hash value: 2175081144849--------------------------------------------------------------------------50| Id  | Operation         | Name | Rows  | Bytes | Cost (%CPU)| Time     |51--------------------------------------------------------------------------52|   0 | SELECT STATEMENT  |      |     1 |    98 |   351   (2)| 00:00:05 |53|*  1 |  TABLE ACCESS FULL| TEST |     1 |    98 |   351   (2)| 00:00:05 |54--------------------------------------------------------------------------5556Predicate Information (identified by operation id):57---------------------------------------------------5859   1 - filter("OBJECT_ID"=10)606162Statistics63----------------------------------------------------------64          1  recursive calls65          0  db block gets66       6973  consistent gets67          0  physical reads68          0  redo size69    4159482  bytes sent via SQL*Net to client70      64375  bytes received via SQL*Net from client71       5807  SQL*Net roundtrips to/from client72          0  sorts (memory)73          0  sorts (disk)74      87076  rows processed

3.查询上面两个语句的SQL_IDPLAN_HASH_VALUE

1LHR@dlhr> set autot off2LHR@dlhr> 3LHR@dlhr> col sql_text format a1004LHR@dlhr> select sql_text,sql_id,plan_hash_value from v$sql5  2  where sql_text like 'select * from scott.test where object_id=10%';67SQL_TEXT                                                                                             SQL_ID        PLAN_HASH_VALUE8---------------------------------------------------------------------------------------------------- ------------- ---------------9select * from scott.test where object_id=10                                                          cpk9jsg2qt52r      33841907821011LHR@dlhr> select sql_text,sql_id,plan_hash_value from v$sql12  2  where sql_text like 'select /*+ full(test)*/* from scott.test where object_id=10%';1314SQL_TEXT                                                                                             SQL_ID        PLAN_HASH_VALUE15---------------------------------------------------------------------------------------------------- ------------- ---------------16select /*+ full(test)*/* from scott.test where object_id=10                                          06c2mucgn6t5g       217508114

4.把coe_xfr_sql_profile.sql放在$ORACLE_HOME/rdbms/admin下,或者放在/tmp下都可以。

5.对上面的两个SQL产生outline datasql.

1[ZHLHRSPMDB2:oracle]:/oracle>cd /tmp2[ZHLHRSPMDB2:oracle]:/tmp>3[ZHLHRSPMDB2:oracle]:/tmp>sqlplus / as sysdba45SQL*Plus: Release 11.2.0.4.0 Production on Thu May 26 09:15:14 201667Copyright (c) 1982, 2013, Oracle.  All rights reserved.8910Connected to:11Oracle Database 11g Enterprise Edition Release 11.2.0.4.0 - 64bit Production12With the Partitioning, Real Application Clusters, OLAP, Data Mining13and Real Application Testing options1415SYS@dlhr> @$ORACLE_HOME/rdbms/admin/coe_xfr_sql_profile.sql cpk9jsg2qt52r 33841907821617Parameter 1:18SQL_ID (required)19202122PLAN_HASH_VALUE AVG_ET_SECS23--------------- -----------24     3384190782        .0462526Parameter 2:27PLAN_HASH_VALUE (required)282930Values passed to coe_xfr_sql_profile:31~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~32SQL_ID         : "cpk9jsg2qt52r"33PLAN_HASH_VALUE: "3384190782"3435SQL>BEGIN36  2    IF :sql_text IS NULL THEN37  3      RAISE_APPLICATION_ERROR(-20100, 'SQL_TEXT for SQL_ID &&sql_id. was not found in memory (gv$sqltext_with_newlines) or AWR (dba_hist_sqltext).');38  4    END IF;39  5  END;40  6  /41SQL>SET TERM OFF;42SQL>BEGIN43  2    IF :other_xml IS NULL THEN44  3      RAISE_APPLICATION_ERROR(-20101, 'PLAN for SQL_ID &&sql_id. and PHV &&plan_hash_value. was not found in memory (gv$sql_plan) or AWR (dba_hist_sql_plan).');45  4    END IF;46  5  END;47  6  /48SQL>SET TERM OFF;4950Execute coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql51on TARGET system in order to create a custom SQL Profile52with plan 3384190782 linked to adjusted sql_text.535455COE_XFR_SQL_PROFILE completed.5657SQL>@$ORACLE_HOME/rdbms/admin/coe_xfr_sql_profile.sql 06c2mucgn6t5g 2175081145859Parameter 1:60SQL_ID (required)61626364PLAN_HASH_VALUE AVG_ET_SECS65--------------- -----------66      217508114        .1136768Parameter 2:69PLAN_HASH_VALUE (required)707172Values passed to coe_xfr_sql_profile:73~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~74SQL_ID         : "06c2mucgn6t5g"75PLAN_HASH_VALUE: "217508114"7677SQL>BEGIN78  2    IF :sql_text IS NULL THEN79  3      RAISE_APPLICATION_ERROR(-20100, 'SQL_TEXT for SQL_ID &&sql_id. was not found in memory (gv$sqltext_with_newlines) or AWR (dba_hist_sqltext).');80  4    END IF;81  5  END;82  6  /83SQL>SET TERM OFF;84SQL>BEGIN85  2    IF :other_xml IS NULL THEN86  3      RAISE_APPLICATION_ERROR(-20101, 'PLAN for SQL_ID &&sql_id. and PHV &&plan_hash_value. was not found in memory (gv$sql_plan) or AWR (dba_hist_sql_plan).');87  4    END IF;88  5  END;89  6  /90SQL>SET TERM OFF;9192Execute coe_xfr_sql_profile_06c2mucgn6t5g_217508114.sql93on TARGET system in order to create a custom SQL Profile94with plan 217508114 linked to adjusted sql_text.959697COE_XFR_SQL_PROFILE completed.

6.替换文件coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql中的SYS.SQLPROF_ATTR部分,把它更改为coe_xfr_sql_profile_06c2mucgn6t5g_217508114.sql中产生的SYS.SQLPROF_ATTR部分,其中:

coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql的SYS.SQLPROF_ATTR

1h := SYS.SQLPROF_ATTR(2q'[BEGIN_OUTLINE_DATA]',3q'[IGNORE_OPTIM_EMBEDDED_HINTS]',4q'[OPTIMIZER_FEATURES_ENABLE('11.2.0.4')]',5q'[DB_VERSION('11.2.0.4')]',6q'[ALL_ROWS]',7q'[OUTLINE_LEAF(@"SEL$1")]',8q'[INDEX_RS_ASC(@"SEL$1" "TEST"@"SEL$1" ("TEST"."OBJECT_ID"))]',9q'[END_OUTLINE_DATA]');1011--coe_xfr_sql_profile_06c2mucgn6t5g_217508114.sql的SYS.SQLPROF_ATTR:12h := SYS.SQLPROF_ATTR(13q'[BEGIN_OUTLINE_DATA]',14q'[IGNORE_OPTIM_EMBEDDED_HINTS]',15q'[OPTIMIZER_FEATURES_ENABLE('11.2.0.4')]',16q'[DB_VERSION('11.2.0.4')]',17q'[ALL_ROWS]',18q'[OUTLINE_LEAF(@"SEL$1")]',19q'[FULL(@"SEL$1" "TEST"@"SEL$1")]',20q'[END_OUTLINE_DATA]');21生成的文件在当前目录:

7.执行替换过SYS.SQLPROF_ATTRSQLcoe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql

SQL> @/tmp/coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql

1SQL>@coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql2SQL>REM3SQL>REM $Header: 215187.1 coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql 11.4.4.4 2016/05/26 carlos.sierra $4SQL>REM5SQL>REM Copyright (c) 2000-2012, Oracle Corporation. All rights reserved.6SQL>REM7SQL>REM AUTHOR8SQL>REM   carlos.sierra@oracle.com9SQL>REM10SQL>REM SCRIPT11SQL>REM   coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql12SQL>REM13SQL>REM DESCRIPTION14SQL>REM   This script is generated by coe_xfr_sql_profile.sql15SQL>REM   It contains the SQL*Plus commands to create a custom16SQL>REM   SQL Profile for SQL_ID cpk9jsg2qt52r based on plan hash17SQL>REM   value 3384190782.18SQL>REM   The custom SQL Profile to be created by this script19SQL>REM   will affect plans for SQL commands with signature20SQL>REM   matching the one for SQL Text below.21SQL>REM   Review SQL Text and adjust accordingly.22SQL>REM23SQL>REM PARAMETERS24SQL>REM   None.25SQL>REM26SQL>REM EXAMPLE27SQL>REM   SQL> START coe_xfr_sql_profile_cpk9jsg2qt52r_3384190782.sql;28SQL>REM29SQL>REM NOTES30SQL>REM   1. Should be run as SYSTEM or SYSDBA.31SQL>REM   2. User must have CREATE ANY SQL PROFILE privilege.32SQL>REM   3. SOURCE and TARGET systems can be the same or similar.33SQL>REM   4. To drop this custom SQL Profile after it has been created:34SQL>REM  EXEC DBMS_SQLTUNE.DROP_SQL_PROFILE('coe_cpk9jsg2qt52r_3384190782');35SQL>REM   5. Be aware that using DBMS_SQLTUNE requires a license36SQL>REM  for the Oracle Tuning Pack.37SQL>REM   6. If you modified a SQL putting Hints in order to produce a desired38SQL>REM  Plan, you can remove the artifical Hints from SQL Text pieces below.39SQL>REM  By doing so you can create a custom SQL Profile for the original40SQL>REM  SQL but with the Plan captured from the modified SQL (with Hints).41SQL>REM42SQL>WHENEVER SQLERROR EXIT SQL.SQLCODE;43SQL>REM44SQL>VAR signature NUMBER;45SQL>VAR signaturef NUMBER;46SQL>REM47SQL>DECLARE48  2  sql_txt CLOB;49  3  h       SYS.SQLPROF_ATTR;50  4  PROCEDURE wa (p_line IN VARCHAR2) IS51  5  BEGIN52  6  DBMS_LOB.WRITEAPPEND(sql_txt, LENGTH(p_line), p_line);53  7  END wa;54  8  BEGIN55  9  DBMS_LOB.CREATETEMPORARY(sql_txt, TRUE);56 10  DBMS_LOB.OPEN(sql_txt, DBMS_LOB.LOB_READWRITE);57 11  -- SQL Text pieces below do not have to be of same length.58 12  -- So if you edit SQL Text (i.e. removing temporary Hints),59 13  -- there is no need to edit or re-align unmodified pieces.60 14  wa(q'[select * from scott.test where object_id=10]');61 15  DBMS_LOB.CLOSE(sql_txt);62 16  h := SYS.SQLPROF_ATTR(63 17  q'[BEGIN_OUTLINE_DATA]',64 18  q'[IGNORE_OPTIM_EMBEDDED_HINTS]',65 19  q'[OPTIMIZER_FEATURES_ENABLE('11.2.0.4')]',66 20  q'[DB_VERSION('11.2.0.4')]',67 21  q'[ALL_ROWS]',68 22  q'[OUTLINE_LEAF(@"SEL$1")]',69 23  q'[FULL(@"SEL$1" "TEST"@"SEL$1")]',70 24  q'[END_OUTLINE_DATA]');71 25  :signature := DBMS_SQLTUNE.SQLTEXT_TO_SIGNATURE(sql_txt);72 26  :signaturef := DBMS_SQLTUNE.SQLTEXT_TO_SIGNATURE(sql_txt, TRUE);73 27  DBMS_SQLTUNE.IMPORT_SQL_PROFILE (74 28  sql_text    => sql_txt,75 29  profile     => h,76 30  name        => 'coe_cpk9jsg2qt52r_3384190782',77 31  description => 'coe cpk9jsg2qt52r 3384190782 '||:signature||' '||:signaturef||'',78 32  category    => 'DEFAULT',79 33  validate    => TRUE,80 34  replace     => TRUE,81 35  force_match => FALSE /* TRUE:FORCE (match even when different literals in SQL). FALSE:EXACT (similar to CURSOR_SHARING) */ );82 36  DBMS_LOB.FREETEMPORARY(sql_txt);83 37  END;84 38  /8586PL/SQL procedure successfully completed.8788SQL>WHENEVER SQLERROR CONTINUE89SQL>SET ECHO OFF;9091            SIGNATURE92---------------------93 10910590721604799112949596           SIGNATUREF97---------------------98 1596611887100219546699100101... manual custom SQL Profile has been created102103104COE_XFR_SQL_PROFILE_cpk9jsg2qt52r_3384190782 completed105

8.查看产生的sql profile,此时原语句在不加hint的情况下也走全表扫了select * from dba_sql_profiles;

1SYS@dlhr> col sql_text for a502SYS@dlhr> col hints for a503SYS@dlhr>  SELECT b.name,to_char(d.sql_text) sql_text,  extractvalue(value(h),'.') as hints4  2     FROM dba_sql_profiles d,SYS.SQLOBJ$DATA A,5  3          SYS.SQLOBJ$ B,6  4          TABLE(XMLSEQUENCE(EXTRACT(XMLTYPE(A.COMP_DATA),7  5                                    '/outline_data/hint'))) h8  6    where a.signature = b.signature9  7      and a.category = b.category10  8      and a.obj_type = b.obj_type11  9      and a.plan_id = b.plan_id12 10      and a.signature=d.signature13 11      and D.name = 'coe_cpk9jsg2qt52r_3384190782';1415NAME                           SQL_TEXT                                           HINTS16------------------------------ -------------------------------------------------- --------------------------------------------------17coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        BEGIN_OUTLINE_DATA18coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        IGNORE_OPTIM_EMBEDDED_HINTS19coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        OPTIMIZER_FEATURES_ENABLE('11.2.0.4')20coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        DB_VERSION('11.2.0.4')21coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        ALL_ROWS22coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        OUTLINE_LEAF(@"SEL$1")23coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        FULL(@"SEL$1" "TEST"@"SEL$1")24coe_cpk9jsg2qt52r_3384190782   select * from scott.test where object_id=10        END_OUTLINE_DATA25268 rows selected.

9.验证SQL Profile是否生效

1SYS@dlhr> set autot traceonly explain stat2SYS@dlhr> select * from scott.test where object_id=10;3487076 rows selected.567Execution Plan8----------------------------------------------------------9Plan hash value: 2175081141011--------------------------------------------------------------------------12| Id  | Operation         | Name | Rows  | Bytes | Cost (%CPU)| Time     |13--------------------------------------------------------------------------14|   0 | SELECT STATEMENT  |      |     1 |    98 |   351   (2)| 00:00:05 |15|*  1 |  TABLE ACCESS FULL| TEST |     1 |    98 |   351   (2)| 00:00:05 |16--------------------------------------------------------------------------1718Predicate Information (identified by operation id):19---------------------------------------------------2021   1 - filter("OBJECT_ID"=10)2223Note24-----25   - SQL profile "coe_cpk9jsg2qt52r_3384190782" used for this statement262728Statistics29----------------------------------------------------------30          0  recursive calls31          0  db block gets32       6973  consistent gets33          0  physical reads34          0  redo size35    4159482  bytes sent via SQL*Net to client36      64375  bytes received via SQL*Net from client37       5807  SQL*Net roundtrips to/from client38          0  sorts (memory)39          0  sorts (disk)40      87076  rows processed

注意:

① 这个测试只是为了演示通过coe_xfr_sql_profile.sql实现手动加hint的方法,实际上面的语句问题的处理最佳的方法应该是重新收集SCOTT.TEST的统计信息才对。

② 当一条SQL既有Sql Profile又有Stored Outline时,优化器优先选择stored outline

③ 通过Sql Profile手动加Hint的方法很简单,而为SQL添加最合理的Hint才是关键。

④ 测试完后,可以通过exec dbms_sqltune.drop_sql_profile(name =>'coe_cpk9jsg2qt52r_3384190782' );删除这个Sql Profile

⑤ 执行coe_xfr_sql_profile.sql脚本的时候用户需要对当前目录有生成文件的权限,最好当前目录是/tmp

本文选自《Oracle程序员面试笔试宝典》,作者:李华荣。

---------------优质麦课------------

详细内容可以添加麦老师微信或QQ私聊。

About Me:小麦苗

本文作者:小麦苗,只专注于数据库的技术,更注重技术的运用

● 作者博客地址:http://blog.itpub.net/26736162/abstract/1/

本系列题目来源于作者的学习笔记,部分整理自网络,若有侵权或不当之处还请谅解

版权所有,欢迎分享本文,转载请保留出处

QQ:646634621  QQ群:618766405

提供OCP、OCM和高可用部分最实用的技能培训

题目解答若有不当之处,还望各位朋友批评指正,共同进步

DBA宝典

长按下图识别二维码或微信扫描下图二维码来关注小麦苗的微信公众号:xiaomaimiaolhr,学习最实用的数据库技术。

喜欢就点击“好看”吧

【DB笔试面试606】在Oracle中,coe_xfr_sql_profile.sql脚本的作用是什么?相关推荐

  1. oracle的脚本语言是什么意思,Oracle中的sql脚本语言中的循环语句介绍

    --sql脚本语言的循环介绍: --1.goto循环点. declare x number; begin x:=0;--变量初始化: <>--设置循环点. x:=x+1; dbms_out ...

  2. 【DB笔试面试607】在Oracle中,coe_load_sql_profile.sql脚本的作用是什么?

    ♣题目 部分 在Oracle中,coe_load_sql_profile.sql脚本的作用是什么? ♣答案部分 可以使用coe_load_sql_profile.sql脚本直接固定执行计划,该脚本也可 ...

  3. 【DB笔试面试605】在Oracle中,SQL概要(SQL Profile)的作用是什么?

    ♣题目 部分 在Oracle中,SQL概要(SQL Profile)的作用是什么? ♣答案部分 SQL Profile就是为某条SQL语句提供除了系统统计信息.对象(表和索引等)统计信息之外的其它信息 ...

  4. 【DB笔试面试164】在Oracle中,如何彻底停止expdp数据泵进程?

    [DB笔试面试164]在Oracle中,如何彻底停止expdp数据泵进程? 真题1. 如何彻底停止 expdp 进程? 答案:许多同事在使用expdp命令时,不小心按了CTRL+C组合键,然后又输入e ...

  5. Oracle 实验五:Oracle中的SQL使用

    实验五:Oracle中的SQL使用 一.实验目的 1.掌握SQL语言中常用系统函数: 2.掌握SQL语言的应用. 二.实验内容 1. 查询SQL中如下常用函数的使用,并举例说明(完成格式参考Lengt ...

  6. Oracle中使用SQL根据出生日期精确计算年龄

    Oracle中使用SQL根据出生日期精确计算年龄 提示:以下是本篇文章正文内容,下面案例可供参考 代码如下(示例): select XM,CSNY as 出生日期,-- extract函数用于提取日期 ...

  7. oracle表中增加字段 sql语句,ORACLE中通过SQL语句(alter table)来增加、删除、修改字段...

    1.添加字段: alter table  表名  add (字段  字段类型)  [ default  '输入默认值']  [null/not null]  ; 2.添加备注: comment on ...

  8. ORACLE中使用SQL语句查询所有员工的职位信息,并用DISTINCT消除重复信息。

    ORACLE中使用SQL语句查询所有员工的职位信息,并用DISTINCT消除重复信息. 在sqlplus中执行下面语句: select job from emp: 显示结果如下: SQL> se ...

  9. 标题IDEA中执行SQL脚本

    IDEA中执行SQL脚本 一.下载Database插件 二.使用步骤 一.下载Database插件 插件Database详细使用: Database使用 二.使用步骤 直接在选择要执行的脚本右击执行 ...

最新文章

  1. Unity 3D游戏代码编程学习教程 Full Guide To Unity 3D C#: Learn To Code Making 3D Games
  2. SAP PM 入门系列11 - 一个维护通知单只能创建一个维护订单?
  3. 使用bash工具创建ssh key
  4. 正则化方法:数据增强、regularization、dropout
  5. Alpha 冲刺 (7/10)
  6. macpro连接不到索尼耳机WH-1000XM3搜索不到索尼连接
  7. 倒计时 时间校准android,android倒计时器时间
  8. 视觉中国再度开盘跌停 网站仍旧无法打开
  9. 阿里云服务器搭配宝塔面板安装Redis为网站提速
  10. docker中的hassio升级_趣说Docker
  11. 分治法 —— 快速排序和归并排序(自底向上和自顶向下)
  12. java和C#的相同之处笔记
  13. c++除法保留小数_BigDecimal 加减乘除、保留小位数
  14. Sort Integers by the Number of 1 Bits
  15. 2018年中国互联网企业百强榜单揭晓
  16. cat3 utp是不是网线_五类网线(CAT 5E/CAT 3 UTP)
  17. matlab保存f黑白图片_MATLAB的矩阵运算与重构
  18. 进程间通信-消息机制
  19. 蓝牙SBC开发笔记(一)
  20. 机器学习笔记1.矩估计、极大似然估计。

热门文章

  1. 【前端】html+css实现鼠标悬浮变色的按钮,消除加粗边框发生抖动现象的两种方法 hover【HTML+CSS+JavaScript(JS)】
  2. RT-Thread Studio学习(四)infrared软件包
  3. c语言垃圾分类管理系统,RFID超高频垃圾分类车管理读写器
  4. 【MCMC】PyMC2库进行MCMC估计线性回归参数
  5. Android adb启动错误,使用adb shell启动Android应用程序时出现错误“活动类不存在”...
  6. python日历模块_Python日历模块总结
  7. Python学习:小数/浮点数(float)类型详解
  8. 数据结构与算法python语言实现-第四章答案
  9. linux 键盘灯控制软件,LINUX下如何控制小键盘灯的亮和灭
  10. 20条技巧,让Chrome超越Firefox (2010-11-16更新)