Question: 为何sql解析和高大上有关系?
Answer:因为数据库永远都是系统的核心,CRUD如此深入码农的内心。。。如果能把CRUD改造成高大上技术,如此不是造福嘛。。。
CRUD就是Create, Read, Update, Delete,转换成sql语句就是insert, select, update, delete
普通场景下,insert也就是一个insert了,没什么高深。。。
高并发场景下,insert就不是一个insert了,而是千千万万个insert。。。可以用到的技术有排队、分表、分区、分仓、缓存同步
普通场景下,select也就是一个select了,没什么高深。。。
高并发场景下,select就不是一个select了,而是千千万万,再千千万万个select。。。可以用到的技术有缓存、普通读写分离、深入读写分离、不锁、past锁、还有分表、分区、分仓。。。
你说这么多东西,是全部在一个sql中全部自动化掉好呢,还是让我们码农一个一个考虑,再一个一个写成代码逻辑的好?
肯定两种声音都有,还肯定有第三种声音。。。所以我还是照着我自己的思路来说吧,你们随便发挥想象。。。
我要让一个sql全部解决上面的效果,或者接近上面的效果
如何解决,那就是,以SELECT语句为例
1、 解析SELECT语句
2、 解析牵涉到的表、字段、主键
3、 解析是否用到了自己扩展的dsl函数
4、 找到相应表的分区函数
5、 找到相应表的缓存配置
6、 找到dsl函数对应的真实函数
7、 其他
比如有2个SELECT语句:
1、 SELECT UserID, UserName, Age FROM Users WHERE UserID=’某个guid’
2、 SELECT COUNT(1) FROM Users
很简单的两句sql,可是Users是个虚拟表,真实表有16个表:Users.[A-F], Users.[0-9],分表策略为根据主键ID的第一个字母来分表, 因此:
- 第一句sql需要先解析where条件中UserID=’guid’这个UserID是否为pkid,以及这个’guid’的值,然后根据guid的值调用分表策略函数得到相应的分表后缀,然后用类似下面这个sql来真实查询:SELECT UserID, UserName, Age FROM [Users.A] WHERE UserID=’axxxxx-xxxxx-xxxx-xx’
- 第二句sql其实是最终变成了16条sql来得到各个分表的count值,然后在程序中累加这些分表的count值
其他:
- 其他类似缓存、队列、自定义的扩展函数,都类似于上可以得到解决。
由于只是个demo,所以没有实现上述全部功能,我们只说下关键原理、和代码。。。
我们用antlr来做词法解析、语法解析,然后再用tree walker把antlr解析出来的东西转换为我们要的数据结构,比如:SelectTerms, TableName, WhereClause, OrderByClause等
奥,我们还得写一个规则文件让Antlr吃进去,然后antlr就能调用tree walker生成我们要的数据结构了
(大家赶紧补下编译原理之类的基础知识以及ANTLR知识)
grammar SelectSQL;
compileUnit
: start
;
WS
: [ \t\n\r]+ -> skip
;
COMMA:',';
SELECT: 'SELECT';
STAR:'*';
FROM:'FROM';
WHERE:'WHERE';
ORDERBY:'ORDER BY';
DIRECTION:'ASC'|'DESC';
CHAR: 'a'..'z'|'A'..'Z';
NUM: '0'..'9';
STRING:'\'' .*? '\'';
LB:'(';
RB:')';
LBRACE:'[';
RBRACE:']';
CONDITIONS_OPERATOR
:'AND'
|'OR'
;
CONDITION_OPERATOR
:'='
|'>'
|'<'
|'<>'
|'!='
|'>='
|'<='
;
FCOUNT:'COUNT';
start
:statement_list
;
statement_list
:statement statement*
;
statement
:selectStatement
;
selectStatement
:selectStmt fromStmt whereStmt? orderbyStmt?
;
selectStmt
:SELECT columns
;
columns
:column (COMMA column)*
;
column
: identifier
| LBRACE identifier RBRACE
| functionStmt
| STAR
;
functionStmt
:function LB (parameters) RB
;
function
:FCOUNT
;
parameters
: parameter (COMMA parameter)*
;
parameter
: identifier
| integer
| string
| STAR
;
fromStmt
:FROM table
;
table
: identifier
| LBRACE identifier RBRACE
;
whereStmt
: WHERE conditions
;
conditions
: condition (CONDITIONS_OPERATOR condition)*
;
condition
:left CONDITION_OPERATOR right
;
left
: parameter
;
right
: parameter
;
orderbyStmt
:ORDERBY sortStmt
;
sortStmt
: sortCondition (COMMA sortCondition)*
;
sortCondition
:sortColumn DIRECTION
;
sortColumn
: identifier
| LBRACE identifier RBRACE
;
identifier
:CHAR (CHAR|NUM)*
;
integer
:NUM+
;
string
: STRING
;
真心呼唤广大开发人员深入编译原理之类的基础技术!
在eclipse中输入解析sql文本后,会被解析成tree
开源世界真强大啊,有yacc, flex, bison, antlr这些现成的解析工具。
我们先在eclipse中把规则测试通过后,再把这个.g4规则文件拷贝到我们的visual studio中,如下:
然后只要这个g4文件一保存,antlr的vs插件就会自动根据规则文件生成相关名称的词法解析类、文法解析类、以及我们即将要改写的TreeListener
SelectSQLBaseListener:就是antlr插件自动生成的抽象类,我们的改动都是基于这个类,来做override改写(针对规则的enter/exit)
EnterXXXXX/ExitXXXX: 对应规则文件中的规则名称,Enter/Exit代表进入规则以及离开规则之前的行为动作
demo控制台程序运行输出效果:
输入SQL:
SELECT * FROM users
SELECT userId, userName FROM users
SELECT COUNT(1) FROM users
SELECT COUNT(*) FROM users
SELECT userId, userName FROM users ORDER BY userName DESC
SELECT userId, userName FROM users WHERE userId='1212121' ORDER BY userName DESC
输出SQL:
select * from [users.0]
select * from [users.1]
select * from [users.2]
select * from [users.3]
select * from [users.4]
select * from [users.5]
select * from [users.6]
select * from [users.7]
select * from [users.8]
select * from [users.9]
select * from [users.a]
select * from [users.b]
select * from [users.c]
select * from [users.d]
select * from [users.e]
select * from [users.f]
select userId, userName from [users.0]
select userId, userName from [users.1]
select userId, userName from [users.2]
select userId, userName from [users.3]
select userId, userName from [users.4]
select userId, userName from [users.5]
select userId, userName from [users.6]
select userId, userName from [users.7]
select userId, userName from [users.8]
select userId, userName from [users.9]
select userId, userName from [users.a]
select userId, userName from [users.b]
select userId, userName from [users.c]
select userId, userName from [users.d]
select userId, userName from [users.e]
select userId, userName from [users.f]
select COUNT(1) from [users.0]
select COUNT(1) from [users.1]
select COUNT(1) from [users.2]
select COUNT(1) from [users.3]
select COUNT(1) from [users.4]
select COUNT(1) from [users.5]
select COUNT(1) from [users.6]
select COUNT(1) from [users.7]
select COUNT(1) from [users.8]
select COUNT(1) from [users.9]
select COUNT(1) from [users.a]
select COUNT(1) from [users.b]
select COUNT(1) from [users.c]
select COUNT(1) from [users.d]
select COUNT(1) from [users.e]
select COUNT(1) from [users.f]
select COUNT(*) from [users.0]
select COUNT(*) from [users.1]
select COUNT(*) from [users.2]
select COUNT(*) from [users.3]
select COUNT(*) from [users.4]
select COUNT(*) from [users.5]
select COUNT(*) from [users.6]
select COUNT(*) from [users.7]
select COUNT(*) from [users.8]
select COUNT(*) from [users.9]
select COUNT(*) from [users.a]
select COUNT(*) from [users.b]
select COUNT(*) from [users.c]
select COUNT(*) from [users.d]
select COUNT(*) from [users.e]
select COUNT(*) from [users.f]
select userId, userName from [users.0] order by userName DESC
select userId, userName from [users.1] order by userName DESC
select userId, userName from [users.2] order by userName DESC
select userId, userName from [users.3] order by userName DESC
select userId, userName from [users.4] order by userName DESC
select userId, userName from [users.5] order by userName DESC
select userId, userName from [users.6] order by userName DESC
select userId, userName from [users.7] order by userName DESC
select userId, userName from [users.8] order by userName DESC
select userId, userName from [users.9] order by userName DESC
select userId, userName from [users.a] order by userName DESC
select userId, userName from [users.b] order by userName DESC
select userId, userName from [users.c] order by userName DESC
select userId, userName from [users.d] order by userName DESC
select userId, userName from [users.e] order by userName DESC
select userId, userName from [users.f] order by userName DESC
select userId, userName from [users.0] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.1] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.2] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.3] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.4] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.5] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.6] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.7] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.8] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.9] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.a] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.b] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.c] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.d] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.e] WHERE userId='1212121' order by userName DESC
select userId, userName from [users.f] WHERE userId='1212121' order by userName DESC
希望大家能对基础技术真正感兴趣,赶紧学习编译原理、antlr吧。
很抱歉没能提供详细原理说明,大家baidubaidu就都有了。
代码下载 http://files.cnblogs.com/files/aarond/SQLParser_Select.rar