lava-oushudb-dt-sql-parser/README.md

216 lines
5.1 KiB
Markdown
Raw Normal View History

2018-07-03 11:33:53 +08:00
# dt-sql-parser
2018-07-02 18:01:01 +08:00
2020-05-12 09:39:49 +08:00
[![NPM version][npm-image]][npm-url]
[npm-image]: https://img.shields.io/npm/v/dt-sql-parser.svg?style=flat-square
[npm-url]: https://www.npmjs.com/package/dt-sql-parser
2020-12-15 15:24:37 +08:00
dt-sql-parser is a SQL parser built on [ANTLR4](https://github.com/antlr/antlr4) .It's mainly used for analyzing all kinds of SQL in the development of big data. Supported SQL:
2020-12-15 15:04:46 +08:00
- MySQL
- Flink SQL
- Spark SQL
- Hive SQL
- PL/SQL
2020-12-15 15:24:37 +08:00
It provides the basic class, Visitor class, and Listener class. These class including the ability to generate tokens, generate parse tree, syntax validation, and Visitor & Listener patterns to traverse the AST.
2020-12-15 15:04:46 +08:00
2020-12-15 15:24:37 +08:00
In addition, several helper methods are provided to format the SQL before parsing. The main effect is to clear the '--' and '/**/' types of comments in SQL statements, and to split large chunks of SQL
2018-07-02 18:01:01 +08:00
2020-12-15 15:24:37 +08:00
tips: The Grammar file can also be compiled into other languages with [ANTLR4](https://github.com/antlr/antlr4) .
2018-07-02 18:01:01 +08:00
2020-12-15 15:29:41 +08:00
English | [简体中文](./README-zh_CN.md)
2020-12-15 15:24:37 +08:00
## Installation
```
2020-12-15 15:04:46 +08:00
// use npm
npm i dt-sql-parser --save
// use yarn
yarn add dt-sql-parser
```
2020-12-15 15:24:37 +08:00
## Usage
2020-12-15 15:04:46 +08:00
### Clean
2020-08-28 13:29:47 +08:00
2020-12-15 15:24:37 +08:00
clear comments and Spaces before and after
2018-08-16 19:30:22 +08:00
2020-12-15 15:04:46 +08:00
```javascript
import { cleanSql } from 'dt-sql-parser';
const sql = `-- comment comment
select id,name from user1; `
const cleanedSql = cleanSql(sql)
console.log(cleanedSql)
2018-08-16 19:30:22 +08:00
/*
2020-12-15 15:04:46 +08:00
select id,name from user1;
2018-08-16 19:30:22 +08:00
*/
```
2020-12-15 15:04:46 +08:00
### Split
2018-09-03 17:56:34 +08:00
2020-12-15 15:24:37 +08:00
split sql
2018-10-08 17:58:36 +08:00
2020-12-15 15:04:46 +08:00
```javascript
import { splitSql } from 'dt-sql-parser';
2020-08-28 13:29:47 +08:00
2020-12-15 15:04:46 +08:00
const sql = `select id,name from user1;
select id,name from user2;`
const sqlList = splitSql(sql)
console.log(sqlList)
2018-10-08 17:58:36 +08:00
2020-12-15 15:04:46 +08:00
/*
["select id,name from user1;", "\nselect id,name from user2;"]
*/
```
2020-08-28 13:29:47 +08:00
2020-12-15 15:04:46 +08:00
### Tokens
2018-10-08 17:58:36 +08:00
2020-12-15 15:24:37 +08:00
lexical analysis, generate token
2018-10-08 17:58:36 +08:00
2020-12-15 15:04:46 +08:00
```javascript
import { GenericSQL } from 'dt-sql-parser';
2020-08-28 13:29:47 +08:00
2020-12-15 15:04:46 +08:00
const parser = new GenericSQL()
const sql = 'select id,name,sex from user1;'
const tokens = parser.getAllTokens(sql)
console.log(tokens)
/*
[
{
channel: 0
column: 0
line: 1
source: [SqlLexer, InputStream]
start: 0
stop: 5
tokenIndex: -1
type: 137
_text: null
text: "SELECT"
},
...
]
*/
```
2018-10-08 18:02:26 +08:00
2020-12-15 15:04:46 +08:00
### Syntax validation
2018-10-08 17:58:36 +08:00
2020-12-15 15:24:37 +08:00
verifies the syntax correctness of the SQL statement and returns an array of errors
2020-08-28 13:29:47 +08:00
2020-12-15 15:04:46 +08:00
```javascript
import { GenericSQL } from 'dt-sql-parser';
2018-10-08 18:02:26 +08:00
2020-12-15 15:04:46 +08:00
const validate = (sql) => {
const parser = new GenericSQL()
const errors = parser.validate(sql)
console.log(errors)
}
```
2020-12-15 15:24:37 +08:00
correct sql:
2020-12-15 15:04:46 +08:00
```javascript
const correctSql = 'select id,name from user1;'
validate(correctSql)
/*
[]
*/
```
2020-12-15 15:24:37 +08:00
incorrect sql:
2020-12-15 15:04:46 +08:00
```javascript
const incorrectSql = 'selec id,name from user1;'
validate(incorrectSql)
/*
[
{
endCol: 5,
endLine: 1,
startCol: 0,
startLine: 1,
message: "mismatched input 'SELEC' expecting {<EOF>, 'ALTER', 'ANALYZE', 'CALL', 'CHANGE', 'CHECK', 'CREATE', 'DELETE', 'DESC', 'DESCRIBE', 'DROP', 'EXPLAIN', 'GET', 'GRANT', 'INSERT', 'KILL', 'LOAD', 'LOCK', 'OPTIMIZE', 'PURGE', 'RELEASE', 'RENAME', 'REPLACE', 'RESIGNAL', 'REVOKE', 'SELECT', 'SET', 'SHOW', 'SIGNAL', 'UNLOCK', 'UPDATE', 'USE', 'BEGIN', 'BINLOG', 'CACHE', 'CHECKSUM', 'COMMIT', 'DEALLOCATE', 'DO', 'FLUSH', 'HANDLER', 'HELP', 'INSTALL', 'PREPARE', 'REPAIR', 'RESET', 'ROLLBACK', 'SAVEPOINT', 'START', 'STOP', 'TRUNCATE', 'UNINSTALL', 'XA', 'EXECUTE', 'SHUTDOWN', '--', '(', ';'}"
}
]
*/
```
### Visitor
2020-12-15 15:24:37 +08:00
access the specified node in the AST by Visitor pattern
2018-10-08 17:58:36 +08:00
2020-12-15 15:04:46 +08:00
```javascript
import { GenericSQL, SqlParserVisitor } from 'dt-sql-parser';
const parser = new GenericSQL()
const sql = `select id,name from user1;`
// parseTree
const tree = parser.parse(sql)
class MyVisitor extends SqlParserVisitor {
2020-12-15 15:24:37 +08:00
// overwrite visitTableName
2020-12-15 15:04:46 +08:00
visitTableName(ctx) {
let tableName = ctx.getText().toLowerCase()
console.log('TableName', tableName)
}
2020-12-15 15:24:37 +08:00
// overwrite visitSelectElements
2020-12-15 15:04:46 +08:00
visitSelectElements(ctx) {
let selectElements = ctx.getText().toLowerCase()
console.log('SelectElements', selectElements)
}
}
const visitor = new MyVisitor()
visitor.visit(tree)
/*
SelectElements id,name
TableName user1
*/
```
2020-12-15 15:24:37 +08:00
tips: The node's method name can be found in the Visitor file under the corresponding SQL directory
2020-12-15 15:04:46 +08:00
### Listener
2020-12-15 15:24:37 +08:00
access the specified node in the AST by Listener pattern
2020-12-15 15:04:46 +08:00
```javascript
import { GenericSQL, SqlParserListener } from 'dt-sql-parser';
const parser = new GenericSQL();
const sql = 'select id,name from user1;'
// parseTree
const tree = parser.parse(sql)
class MyListener extends SqlParserListener {
enterTableName(ctx) {
let tableName = ctx.getText().toLowerCase()
console.log('TableName', tableName)
}
enterSelectElements(ctx) {
let selectElements = ctx.getText().toLowerCase()
log('SelectElements', selectElements)
}
}
const listenTableName = new MyListener();
parser.listen(listenTableName, tree);
/*
SelectElements id,name
TableName user1
*/
```
2018-10-08 17:58:36 +08:00
2020-12-15 15:24:37 +08:00
tips: The node's method name can be found in the Listener file under the corresponding SQL directory
2020-08-28 13:29:47 +08:00
2020-12-15 15:24:37 +08:00
### Other
2019-09-25 15:57:25 +08:00
2020-12-15 15:24:37 +08:00
- parserTreeToString (parse the SQL into AST and turn it into a String)
2018-10-08 17:58:36 +08:00
2020-12-15 15:24:37 +08:00
## Roadmap
2018-11-30 13:40:48 +08:00
2020-12-15 15:04:46 +08:00
- Auto-complete
- Impala SQL
2018-11-30 13:40:48 +08:00
2020-12-15 15:24:37 +08:00
## License
2018-11-30 13:40:48 +08:00
2020-12-15 15:04:46 +08:00
[MIT](./LICENSE)