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metasequoia-sql

SQL 语法解析器,包含词法树解析(lexical 模块)、语法树解析(core 模块)和语法树分析(analyzer 模块)功能。

自 0.6.0 版本起,对外暴露的 API 将支持向前兼容。

安装方法

pip install metasequoia-sql

使用方法

词法树解析

将 SQL 语句解析为一个抽象词法树节点的列表:

from metasequoia_sql import FSMMachine
FSMMachine.parse("your sql")

语法树解析

将 SQL 语句解析为一个抽象语法树,支持一次性解析多个 SQL 语句,支持解析 SQL 语句中的某个语法元素:

from metasequoia_sql import *

statements = SQLParser.parse_statements("your sql file")

语法树分析:数据血缘分析

分析 INSERT 语句的数据血缘。数据血缘分析需要依赖元数据,所以需要根据你的数据源继承 CreateTableStatementGetter 类并提供给数据血缘分析器。

from metasequoia_sql import *
from metasequoia_sql.analyzer import CreateTableStatementGetter
from metasequoia_sql.analyzer.data_linage.table_lineage_analyzer import TableLineageAnalyzer

table_lineage_analyzer = TableLineageAnalyzer(CreateTableStatementGetter(...))
for statement in SQLParser.parse_statements("your sql file"):
    if isinstance(statement, ASTInsertSelectStatement):
        result = table_lineage_analyzer.get_insert_table_lineage(statement)

实现原理

将词法分析与句法分析分离,先对解析 SQL 语句生成抽象词法树,然后解析抽象词法树生成抽象语法树。

在词法分析中,使用有限状态自动机进行解析。

在语法分析中,根据语法结构确定可能得元素类型后进行解析。

参与贡献

已知问题

  • MySQL 中,使用连续的 ! 符号的场景

提交前自检

pylint 检查:在 Pull Request 时会自动执行检查。

pylint --max-line-length=120 metasequoia_sql

单元测试覆盖率检查:

# 将 metasequoia-sql 文件夹添加到 PYTHONPATH,并在 metasequoia-sql 文件夹下执行
coverage run .\scripts\tests\test_main.py
coverage report  # 生成文字报告
coverage html  # 生成 HTML 报告

版本更新记录

文档地址

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