Rust数据库方言支持库sqruff-lib-dialects的使用,提供多数据库SQL语法解析与转换功能
Rust数据库方言支持库sqruff-lib-dialects的使用,提供多数据库SQL语法解析与转换功能
安装
在项目目录中运行以下Cargo命令:
cargo add sqruff-lib-dialects
或者在Cargo.toml中添加以下行:
sqruff-lib-dialects = "0.29.2"
基本使用示例
以下是使用sqruff-lib-dialects进行SQL语法解析和转换的完整示例:
use sqruff_lib_dialects::{
Dialect, GenericDialect, PostgresDialect,
parser::Parser,
ast::Statement,
convert::convert_sql
};
fn main() {
// 1. 解析SQL语句
let sql = "SELECT id, name FROM users WHERE age > 25";
// 使用通用方言解析
let dialect = GenericDialect {};
let mut parser = Parser::new(&dialect);
let stmts = parser.parse_sql(sql).unwrap();
// 2. 转换为PostgreSQL方言
let pg_dialect = PostgresDialect {};
let converted = convert_sql(&stmts[0], &dialect, &pg_dialect).unwrap();
println!("Original SQL: {}", sql);
println!("Converted to PostgreSQL: {}", converted);
}
高级功能示例
use sqruff_lib_dialects::{
Dialect, BigQueryDialect, SnowflakeDialect,
parser::Parser,
convert::convert_sql,
error::Result
};
fn convert_between_dialects(sql: &str, from: &str, to: &str) -> Result<String> {
// 根据名称选择源方言
let from_dialect: Box<dyn Dialect> = match from {
"bigquery" => Box::new(BigQueryDialect {}),
"snowflake" => Box::new(SnowflakeDialect {}),
_ => Box::new(GenericDialect {}),
};
// 根据名称选择目标方言
let to_dialect: Box<dyn Dialect> = match to {
"bigquery" => Box::new(BigQueryDialect {}),
"snowflake" => Box::new(SnowflakeDialect {}),
_ => Box::new(GenericDialect {}),
};
// 解析SQL
let mut parser = Parser::new(&*from_dialect);
let stmts = parser.parse_sql(sql)?;
// 转换SQL
let converted = convert_sql(&stmts[0], &*from_dialect, &*to_dialect)?;
Ok(converted)
}
fn main() {
let sql = "SELECT DATE_TRUNC(date_column, MONTH) FROM my_table";
match convert_between_dialects(sql, "bigquery", "snowflake") {
Ok(converted) => println!("Converted SQL: {}", converted),
Err(e) => println!("Conversion error: {}", e),
}
}
完整示例代码
以下是一个更完整的示例,展示了如何处理多个SQL语句和错误情况:
use sqruff_lib_dialects::{
Dialect, GenericDialect, PostgresDialect, BigQueryDialect,
parser::Parser,
convert::convert_sql,
error::Result
};
// 处理多个SQL语句的转换
fn convert_multiple_statements(sql: &str, target_dialect: &str) -> Result<Vec<String>> {
let dialect = GenericDialect {};
let mut parser = Parser::new(&dialect);
let stmts = parser.parse_sql(sql)?;
// 根据目标方言选择对应的dialect实现
let target: Box<dyn Dialect> = match target_dialect {
"postgres" => Box::new(PostgresDialect {}),
"bigquery" => Box::new(BigQueryDialect {}),
_ => Box::new(GenericDialect {})
};
let mut results = Vec::new();
for stmt in stmts {
let converted = convert_sql(&stmt, &dialect, &*target)?;
results.push(converted);
}
Ok(results)
}
fn main() {
// 多语句SQL示例
let sql = "
CREATE TABLE users (id INT, name VARCHAR(255), age INT);
INSERT INTO users VALUES (1, 'Alice', 30);
SELECT * FROM users WHERE age > 25;
";
println!("Converting SQL to PostgreSQL dialect:");
match convert_multiple_statements(sql, "postgres") {
Ok(converted) => {
for (i, stmt) in converted.iter().enumerate() {
println!("Statement {}:\n{}\n", i+1, stmt);
}
}
Err(e) => println!("Error: {}", e),
}
// 测试错误处理
println!("Testing error handling with invalid SQL:");
match convert_multiple_statements("SELECT * FROM", "postgres") {
Ok(_) => println!("Conversion succeeded unexpectedly"),
Err(e) => println!("Expected error occurred: {}", e),
}
}
支持的功能
- 多数据库SQL语法解析
- SQL语句在不同数据库方言间的转换
- 语法验证和错误处理
- 支持多种主流数据库方言
许可证
Apache-2.0许可证
文档
更多详细用法请参考官方文档
1 回复
Rust数据库方言支持库sqruff-lib-dialects使用指南
概述
sqruff-lib-dialects是一个Rust库,提供多数据库SQL语法解析与转换功能。它允许开发者将SQL语句在不同数据库方言之间进行转换,简化跨数据库应用的开发。
主要特性
- 支持多种数据库方言(MySQL、PostgreSQL、SQLite等)
- SQL语法解析与抽象语法树(AST)构建
- 数据库方言间的SQL转换
- 语法验证与规范化
安装
在Cargo.toml中添加依赖:
[dependencies]
sqruff-lib-dialects = "0.1" # 请使用最新版本
基本使用方法
1. 解析SQL语句
use sqruff_lib_dialects::parser::parse_sql;
use sqruff_lib_dialects::dialect::GenericDialect;
fn main() {
let dialect = GenericDialect {};
let sql = "SELECT id, name FROM users WHERE age > 25";
match parse_sql(&dialect, sql) {
Ok(ast) => println!("解析成功: {:?}", ast),
Err(e) => println!("解析失败: {}", e),
}
}
2. 转换SQL方言
use sqruff_lib_dialects::{
parser::parse_sql,
dialects::{MySQLDialect, PostgreSQLDialect},
translator::translate,
};
fn main() {
let mysql_sql = "SELECT `id`, `name` FROM `users` WHERE `age` > 25";
// 解析MySQL SQL
let mysql_dialect = MySQLDialect {};
let ast = parse_sql(&mysql_dialect, mysql_sql).unwrap();
// 转换为PostgreSQL语法
let pg_dialect = PostgreSQLDialect {};
let pg_sql = translate(&pg_dialect, &ast).unwrap();
println!("PostgreSQL SQL: {}", pg_sql);
// 输出: SELECT "id", "name" FROM "users" WHERE "age" > 25
}
3. 处理不同数据库的特性差异
use sqruff_lib_dialects::{
dialects::{MySQLDialect, SQLiteDialect},
parser::parse_sql,
translator::translate,
};
fn convert_mysql_to_sqlite(mysql_sql: &str) -> String {
let mysql_dialect = MySQLDialect {};
let ast = parse_sql(&mysql_dialect, mysql_sql).unwrap();
let sqlite_dialect = SQLiteDialect {};
translate(&sqlite_dialect, &ast).unwrap()
}
fn main() {
let mysql_sql = "SELECT NOW() as current_time";
let sqlite_sql = convert_mysql_to_sqlite(mysql_sql);
println!("SQLite SQL: {}", sqlite_sql);
// 输出: SELECT CURRENT_TIMESTAMP as current_time
}
高级用法
自定义方言处理
use sqruff_lib_dialects::{
dialect::Dialect,
parser::parse_sql,
translator::translate,
dialects::GenericDialect,
};
struct CustomDialect;
impl Dialect for CustomDialect {
// 实现自定义方言特性
fn identifier_quote(&self) -> char {
'#'
}
// 其他自定义方法...
}
fn main() {
let sql = "SELECT id FROM users";
let generic_ast = parse_sql(&GenericDialect {}, sql).unwrap();
let custom_dialect = CustomDialect {};
let custom_sql = translate(&custom_dialect, &generic_ast).unwrap();
println!("Custom SQL: {}", custom_sql);
// 输出: SELECT #id# FROM #users#
}
批量转换SQL文件
use sqruff_lib_dialects::{
dialects::{MySQLDialect, PostgreSQLDialect},
parser::parse_sql,
translator::translate,
};
use std::fs;
fn convert_sql_file(input_path: &str, output_path: &str) -> Result<(), Box<dyn std::error::Error>> {
let mysql_sql = fs::read_to_string(input_path)?;
let mysql_dialect = MySQLDialect {};
let ast = parse_sql(&mysql_dialect, &mysql_sql)?;
let pg_dialect = PostgreSQLDialect {};
let pg_sql = translate(&pg_dialect, &ast)?;
fs::write(output_path, pg_sql)?;
Ok(())
}
fn main() {
if let Err(e) = convert_sql_file("input.sql", "output.sql") {
eprintln!("转换失败: {}", e);
}
}
注意事项
- 并非所有SQL特性都能完美转换,某些数据库特有的功能可能需要手动调整
- 复杂查询(如嵌套子查询、窗口函数等)可能需要额外验证
- 转换后的SQL应始终进行测试验证
支持的数据库方言
- MySQL
- PostgreSQL
- SQLite
- Microsoft SQL Server (部分支持)
- Oracle (部分支持)
- 通用SQL方言 (GenericDialect)
通过sqruff-lib-dialects,开发者可以更轻松地构建支持多数据库的Rust应用程序,减少为不同数据库维护单独SQL语句的工作量。
完整示例DEMO
下面是一个完整的示例,展示如何使用sqruff-lib-dialects进行SQL解析和转换:
use sqruff_lib_dialects::{
parser::parse_sql,
dialects::{MySQLDialect, PostgreSQLDialect, SQLiteDialect},
translator::translate,
dialect::Dialect,
};
fn main() {
// 示例1: 基本SQL解析
println!("=== 基本SQL解析示例 ===");
let generic_sql = "SELECT id, name FROM products WHERE price > 100";
let generic_dialect = GenericDialect {};
match parse_sql(&generic_dialect, generic_sql) {
Ok(ast) => println!("解析成功: {:#?}", ast),
Err(e) => println!("解析失败: {}", e),
}
// 示例2: MySQL到PostgreSQL转换
println!("\n=== MySQL到PostgreSQL转换示例 ===");
let mysql_sql = "SELECT `id`, `product_name` FROM `products` WHERE `category` = 'electronics'";
let mysql_dialect = MySQLDialect {};
let ast = parse_sql(&mysql_dialect, mysql_sql).unwrap();
let pg_dialect = PostgreSQLDialect {};
let pg_sql = translate(&pg_dialect, &ast).unwrap();
println!("PostgreSQL SQL:\n{}", pg_sql);
// 示例3: 处理函数差异
println!("\n=== 处理函数差异示例 ===");
let mysql_func_sql = "SELECT DATE_FORMAT(created_at, '%Y-%m-%d') FROM orders";
let ast = parse_sql(&mysql_dialect, mysql_func_sql).unwrap();
let pg_sql = translate(&pg_dialect, &ast).unwrap();
println!("PostgreSQL 转换结果:\n{}", pg_sql);
// 示例4: 自定义方言
println!("\n=== 自定义方言示例 ===");
struct MyCustomDialect;
impl Dialect for MyCustomDialect {
fn identifier_quote(&self) -> char {
'@'
}
fn supports_filter_during_aggregation(&self) -> bool {
true
}
}
let custom_dialect = MyCustomDialect {};
let custom_sql = translate(&custom_dialect, &ast).unwrap();
println!("自定义方言SQL:\n{}", custom_sql);
}
这个完整示例展示了:
- 基本的SQL解析功能
- MySQL到PostgreSQL的SQL转换
- 处理数据库间函数差异的情况
- 如何创建和使用自定义方言
运行此示例前,请确保已正确添加sqruff-lib-dialects依赖。