# encoding=utf8 """芋道系统数据库迁移工具 Author: dhb52 (https://gitee.com/dhb52) pip install simple-ddl-parser """ import argparse import pathlib import re import time from abc import ABC, abstractmethod from typing import Dict, Generator, Optional, Tuple, Union from simple_ddl_parser import DDLParser PREAMBLE = """/* Yudao Database Transfer Tool Source Server Type : MySQL Target Server Type : {db_type} Date: {date} */ """ def load_and_clean(sql_file: str) -> str: """加载源 SQL 文件,并清理内容方便下一步 ddl 解析 Args: sql_file (str): sql文件路径 Returns: str: 清理后的sql文件内容 """ REPLACE_PAIR_LIST = ( (" CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci ", " "), (" KEY `", " INDEX `"), ("UNIQUE INDEX", "UNIQUE KEY"), ("b'0'", "'0'"), ("b'1'", "'1'"), ) content = open(sql_file).read() for replace_pair in REPLACE_PAIR_LIST: content = content.replace(*replace_pair) content = re.sub(r"ENGINE.*COMMENT", "COMMENT", content) content = re.sub(r"ENGINE.*;", ";", content) return content class Convertor(ABC): def __init__(self, src: str, db_type) -> None: self.src = src self.db_type = db_type self.content = load_and_clean(self.src) self.table_script_list = re.findall(r"CREATE TABLE [^;]*;", self.content) @abstractmethod def translate_type(self, type: str, size: Optional[Union[int, Tuple[int]]]) -> str: """字段类型转换 Args: type (str): 字段类型 size (Optional[Union[int, Tuple[int]]]): 字段长度描述, 如varchar(255), decimal(10,2) Returns: str: 类型定义 """ pass @abstractmethod def gen_create(self, table_ddl: Dict) -> str: """生成 create 脚本 Args: table_ddl (Dict): 表DDL Returns: str: 生成脚本 """ pass @abstractmethod def gen_pk(self, table_name: str) -> str: """生成主键定义 Args: table_name (str): 表名 Returns: str: 生成脚本 """ pass @abstractmethod def gen_index(self, ddl: Dict) -> str: """生成索引定义 Args: table_ddl (Dict): 表DDL Returns: str: 生成脚本 """ pass @abstractmethod def gen_comment(self, table_sql: str, table_name: str) -> str: """生成字段/表注释 Args: table_sql (str): 原始表SQL table_name (str): 表名 Returns: str: 生成脚本 """ pass @abstractmethod def gen_insert(self, table_name: str) -> str: """生成 insert 语句块 Args: table_name (str): 表名 Returns: str: 生成脚本 """ pass def gen_dual(self) -> str: """生成虚拟 dual 表 Returns: str: 生成脚本, 默认返回空脚本, 表示当前数据库无需手工创建 """ return "" @staticmethod def inserts(table_name: str, script_content: str) -> Generator: PREFIX = f"INSERT INTO `{table_name}`" # 收集 `table_name` 对应的 insert 语句 for line in script_content.split("\n"): if line.startswith(PREFIX): head, tail = line.replace(PREFIX, "").split(" VALUES ", maxsplit=1) head = head.strip().replace("`", "").lower() tail = tail.strip().replace(r"\"", '"') # tail = tail.replace("b'0'", "'0'").replace("b'1'", "'1'") yield f"INSERT INTO {table_name.lower()} {head} VALUES {tail}" @staticmethod def index(ddl: Dict) -> Generator: """生成索引定义 Args: ddl (Dict): 表DDL Yields: Generator[str]: create index 语句 """ def generate_columns(columns): keys = [ f"{col['name'].lower()}{' ' + col['order'].lower() if col['order'] != 'ASC' else ''}" for col in columns[0] ] return ", ".join(keys) for no, index in enumerate(ddl["index"], 1): columns = generate_columns(index["columns"]) table_name = ddl["table_name"].lower() yield f"CREATE INDEX idx_{table_name}_{no:02d} ON {table_name} ({columns})" @staticmethod def filed_comments(table_sql: str) -> Generator: for line in table_sql.split("\n"): match = re.match(r"^`([^`]+)`.* COMMENT '([^']+)'", line.strip()) if match: field = match.group(1) comment_string = match.group(2).replace("\\n", "\n") yield field, comment_string def table_comment(self, table_sql: str) -> str: match = re.search(r"COMMENT \= '([^']+)';", table_sql) return match.group(1) if match else None def print(self): """打印转换后的sql脚本到终端""" print( PREAMBLE.format( db_type=self.db_type, date=time.strftime("%Y-%m-%d %H:%M:%S"), ) ) dual = self.gen_dual() if dual: print( f"""-- ---------------------------- -- Table structure for dual -- ---------------------------- {dual} """ ) error_scripts = [] for table_sql in self.table_script_list: ddl = DDLParser(table_sql.replace("`", "")).run() # 如果parse失败, 需要跟进 if len(ddl) == 0: error_scripts.append(table_sql) continue table_ddl = ddl[0] table_name = table_ddl["table_name"] # 忽略 quartz 的内容 if table_name.lower().startswith("qrtz"): continue # 为每个表生成个5个基本部分 create = self.gen_create(table_ddl) pk = self.gen_pk(table_name) index = self.gen_index(table_ddl) comment = self.gen_comment(table_sql, table_name) inserts = self.gen_insert(table_name) # 组合当前表的DDL脚本 script = f"""{create} {pk} {index} {comment} {inserts} """ # 清理 script = re.sub("\n{3,}", "\n\n", script).strip() + "\n" print(script) # 将parse失败的脚本打印出来 if error_scripts: for script in error_scripts: print(script) class PostgreSQLConvertor(Convertor): def __init__(self, src): super().__init__(src, "PostgreSQL") def translate_type(self, type: str, size: Optional[Union[int, Tuple[int]]]): """类型转换""" type = type.lower() if type == "varchar": return f"varchar({size})" if type == "int": return "int4" if type == "bigint" or type == "bigint unsigned": return "int8" if type == "datetime": return "timestamp" if type == "bit": return "bool" if type in ("tinyint", "smallint"): return "int2" if type == "text": return "text" if type in ("blob", "mediumblob"): return "bytea" if type == "decimal": return ( f"numeric({','.join(str(s) for s in size)})" if len(size) else "numeric" ) def gen_create(self, ddl: Dict) -> str: """生成 create""" def _generate_column(col): name = col["name"].lower() if name == "deleted": return "deleted int2 NOT NULL DEFAULT 0" type = col["type"].lower() full_type = self.translate_type(type, col["size"]) nullable = "NULL" if col["nullable"] else "NOT NULL" default = f"DEFAULT {col['default']}" if col["default"] is not None else "" return f"{name} {full_type} {nullable} {default}" table_name = ddl["table_name"].lower() columns = [f"{_generate_column(col).strip()}" for col in ddl["columns"]] filed_def_list = ",\n ".join(columns) script = f"""-- ---------------------------- -- Table structure for {table_name} -- ---------------------------- DROP TABLE IF EXISTS {table_name}; CREATE TABLE {table_name} ( {filed_def_list} );""" return script def gen_index(self, ddl: Dict) -> str: return "\n".join(f"{script};" for script in self.index(ddl)) def gen_comment(self, table_sql: str, table_name: str) -> str: """生成字段及表的注释""" script = "" for field, comment_string in self.filed_comments(table_sql): script += ( f"COMMENT ON COLUMN {table_name}.{field} IS '{comment_string}';" + "\n" ) table_comment = self.table_comment(table_sql) if table_comment: script += f"COMMENT ON TABLE {table_name} IS '{table_comment}';\n" return script def gen_pk(self, table_name) -> str: """生成主键定义""" return f"ALTER TABLE {table_name} ADD CONSTRAINT pk_{table_name} PRIMARY KEY (id);\n" def gen_insert(self, table_name: str) -> str: """生成 insert 语句,以及根据最后的 insert id+1 生成 Sequence""" inserts = list(Convertor.inserts(table_name, self.content)) ## 生成 insert 脚本 script = "" last_id = 0 if inserts: inserts_lines = "\n".join(inserts) script += f"""\n\n-- ---------------------------- -- Records of {table_name.lower()} -- ---------------------------- -- @formatter:off BEGIN; {inserts_lines} COMMIT; -- @formatter:on""" match = re.search(r"VALUES \((\d+),", inserts[-1]) if match: last_id = int(match.group(1)) # 生成 Sequence script += ( "\n\n" + f"""DROP SEQUENCE IF EXISTS {table_name}_seq; CREATE SEQUENCE {table_name}_seq START {last_id + 1};""" ) return script def gen_dual(self) -> str: return """DROP TABLE IF EXISTS dual; CREATE TABLE dual ( );""" class OracleConvertor(Convertor): def __init__(self, src): super().__init__(src, "Oracle") def translate_type(self, type: str, size: Optional[Union[int, Tuple[int]]]): """类型转换""" type = type.lower() if type == "varchar": return f"varchar2({size if size < 4000 else 4000})" if type == "int": return "number" if type == "bigint" or type == "bigint unsigned": return "number" if type == "datetime": return "date" if type == "bit": return "number(1,0)" if type in ("tinyint", "smallint"): return "smallint" if type == "text": return "clob" if type in ("blob", "mediumblob"): return "blob" if type == "decimal": return ( f"number({','.join(str(s) for s in size)})" if len(size) else "number" ) def gen_create(self, ddl) -> str: """生成 CREATE 语句""" def generate_column(col): name = col["name"].lower() if name == "deleted": return "deleted number(1,0) DEFAULT 0 NOT NULL" type = col["type"].lower() full_type = self.translate_type(type, col["size"]) nullable = "NULL" if col["nullable"] else "NOT NULL" default = f"DEFAULT {col['default']}" if col["default"] is not None else "" # Oracle 中 size 不能作为字段名 field_name = '"size"' if name == "size" else name # Oracle DEFAULT 定义在 NULLABLE 之前 return f"{field_name} {full_type} {default} {nullable}" table_name = ddl["table_name"].lower() columns = [f"{generate_column(col).strip()}" for col in ddl["columns"]] field_def_list = ",\n ".join(columns) script = f"""-- ---------------------------- -- Table structure for {table_name} -- ---------------------------- CREATE TABLE {table_name} ( {field_def_list} );""" # oracle INSERT '' 不能通过 NOT NULL 校验 script = script.replace("DEFAULT '' NOT NULL", "DEFAULT '' NULL") return script def gen_index(self, ddl: Dict) -> str: return "\n".join(f"{script};" for script in self.index(ddl)) def gen_comment(self, table_sql: str, table_name: str) -> str: script = "" for field, comment_string in self.filed_comments(table_sql): script += ( f"COMMENT ON COLUMN {table_name}.{field} IS '{comment_string}';" + "\n" ) table_comment = self.table_comment(table_sql) if table_comment: script += f"COMMENT ON TABLE {table_name} IS '{table_comment}';\n" return script def gen_pk(self, table_name: str) -> str: """生成主键定义""" return f"ALTER TABLE {table_name} ADD CONSTRAINT pk_{table_name} PRIMARY KEY (id);\n" def gen_index(self, ddl: Dict) -> str: return "\n".join(f"{script};" for script in self.index(ddl)) def gen_insert(self, table_name: str) -> str: """拷贝 INSERT 语句""" inserts = [] for insert_script in Convertor.inserts(table_name, self.content): # 对日期数据添加 TO_DATE 转换 insert_script = re.sub( r"('\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2}')", r"to_date(\g<1>, 'SYYYY-MM-DD HH24:MI:SS')", insert_script, ) inserts.append(insert_script) ## 生成 insert 脚本 script = "" last_id = 0 if inserts: inserts_lines = "\n".join(inserts) script += f"""\n\n-- ---------------------------- -- Records of {table_name.lower()} -- ---------------------------- -- @formatter:off {inserts_lines} COMMIT; -- @formatter:on""" match = re.search(r"VALUES \((\d+),", inserts[-1]) if match: last_id = int(match.group(1)) # 生成 Sequence script += f""" CREATE SEQUENCE {table_name}_seq START WITH {last_id + 1};""" return script class SQLServerConvertor(Convertor): """_summary_ Args: Convertor (_type_): _description_ """ def __init__(self, src): super().__init__(src, "Microsoft SQL Server") def translate_type(self, type: str, size: Optional[Union[int, Tuple[int]]]): """类型转换""" type = type.lower() if type == "varchar": return f"nvarchar({size if size < 4000 else 4000})" if type == "int": return "int" if type == "bigint" or type == "bigint unsigned": return "bigint" if type == "datetime": return "datetime2" if type == "bit": return "varchar(1)" if type in ("tinyint", "smallint"): return "tinyint" if type == "text": return "nvarchar(max)" if type in ("blob", "mediumblob"): return "varbinary(max)" if type == "decimal": return ( f"numeric({','.join(str(s) for s in size)})" if len(size) else "numeric" ) def gen_create(self, ddl: Dict) -> str: """生成 create""" def _generate_column(col): name = col["name"].lower() if name == "id": return "id bigint NOT NULL PRIMARY KEY IDENTITY" if name == "deleted": return "deleted bit DEFAULT 0 NOT NULL" type = col["type"].lower() full_type = self.translate_type(type, col["size"]) nullable = "NULL" if col["nullable"] else "NOT NULL" default = f"DEFAULT {col['default']}" if col["default"] is not None else "" return f"{name} {full_type} {default} {nullable}" table_name = ddl["table_name"].lower() columns = [f"{_generate_column(col).strip()}" for col in ddl["columns"]] filed_def_list = ",\n ".join(columns) script = f"""-- ---------------------------- -- Table structure for {table_name} -- ---------------------------- DROP TABLE IF EXISTS {table_name}; CREATE TABLE {table_name} ( {filed_def_list} ) GO""" return script def gen_comment(self, table_sql: str, table_name: str) -> str: """生成字段及表的注释""" script = "" for field, comment_string in self.filed_comments(table_sql): script += f"""EXEC sp_addextendedproperty 'MS_Description', N'{comment_string}', 'SCHEMA', N'dbo', 'TABLE', N'{table_name}', 'COLUMN', N'{field}' GO """ table_comment = self.table_comment(table_sql) if table_comment: script += f"""EXEC sp_addextendedproperty 'MS_Description', N'{table_comment}', 'SCHEMA', N'dbo', 'TABLE', N'{table_name}' GO """ return script def gen_pk(self, table_name: str) -> str: """生成主键定义""" return "" def gen_index(self, ddl: Dict) -> str: """生成 index""" return "\n".join(f"{script}\nGO" for script in self.index(ddl)) def gen_insert(self, table_name: str) -> str: """生成 insert 语句""" # 收集 `table_name` 对应的 insert 语句 inserts = [] for insert_script in Convertor.inserts(table_name, self.content): # SQLServer: 字符串前加N,hack,是否存在替换字符串内容的风险 insert_script = insert_script.replace(", '", ", N'").replace( "VALUES ('", "VALUES (N')" ) # 删除 insert 的结尾分号 insert_script = re.sub(";$", r"\nGO", insert_script) inserts.append(insert_script) ## 生成 insert 脚本 script = "" if inserts: inserts_lines = "\n".join(inserts) script += f"""\n\n-- ---------------------------- -- Records of {table_name.lower()} -- ---------------------------- -- @formatter:off BEGIN TRANSACTION GO SET IDENTITY_INSERT {table_name.lower()} ON GO {inserts_lines} SET IDENTITY_INSERT {table_name.lower()} OFF GO COMMIT GO -- @formatter:on""" return script def gen_dual(self) -> str: return """DROP TABLE IF EXISTS dual GO CREATE TABLE dual ( id int NULL ) GO EXEC sp_addextendedproperty 'MS_Description', N'数据库连接的表', 'SCHEMA', N'dbo', 'TABLE', N'dual' GO""" class DM8Convertor(Convertor): def __init__(self, src): super().__init__(src, "DM8") def translate_type(self, type: str, size: Optional[Union[int, Tuple[int]]]): """类型转换""" type = type.lower() if type == "varchar": return f"varchar({size})" if type == "int": return "int" if type == "bigint" or type == "bigint unsigned": return "bigint" if type == "datetime": return "datetime" if type == "bit": return "bit" if type in ("tinyint", "smallint"): return "smallint" if type == "text": return "text" if type == "blob": return "blob" if type == "mediumblob": return "varchar(10240)" if type == "decimal": return ( f"decimal({','.join(str(s) for s in size)})" if len(size) else "decimal" ) def gen_create(self, ddl) -> str: """生成 CREATE 语句""" def generate_column(col): name = col["name"].lower() if name == "id": return "id bigint NOT NULL PRIMARY KEY IDENTITY" type = col["type"].lower() full_type = self.translate_type(type, col["size"]) nullable = "NULL" if col["nullable"] else "NOT NULL" default = f"DEFAULT {col['default']}" if col["default"] is not None else "" return f"{name} {full_type} {default} {nullable}" table_name = ddl["table_name"].lower() columns = [f"{generate_column(col).strip()}" for col in ddl["columns"]] field_def_list = ",\n ".join(columns) script = f"""-- ---------------------------- -- Table structure for {table_name} -- ---------------------------- CREATE TABLE {table_name} ( {field_def_list} );""" # oracle INSERT '' 不能通过 NOT NULL 校验 script = script.replace("DEFAULT '' NOT NULL", "DEFAULT '' NULL") return script def gen_index(self, ddl: Dict) -> str: return "\n".join(f"{script};" for script in self.index(ddl)) def gen_comment(self, table_sql: str, table_name: str) -> str: script = "" for field, comment_string in self.filed_comments(table_sql): script += ( f"COMMENT ON COLUMN {table_name}.{field} IS '{comment_string}';" + "\n" ) table_comment = self.table_comment(table_sql) if table_comment: script += f"COMMENT ON TABLE {table_name} IS '{table_comment}';\n" return script def gen_pk(self, table_name: str) -> str: """生成主键定义""" return "" def gen_index(self, ddl: Dict) -> str: return "\n".join(f"{script};" for script in self.index(ddl)) def gen_insert(self, table_name: str) -> str: """拷贝 INSERT 语句""" inserts = list(Convertor.inserts(table_name, self.content)) ## 生成 insert 脚本 script = "" if inserts: inserts_lines = "\n".join(inserts) script += f"""\n\n-- ---------------------------- -- Records of {table_name.lower()} -- ---------------------------- -- @formatter:off SET IDENTITY_INSERT {table_name.lower()} ON; {inserts_lines} COMMIT; SET IDENTITY_INSERT {table_name.lower()} OFF; -- @formatter:on""" return script def main(): parser = argparse.ArgumentParser(description="芋道系统数据库转换工具") parser.add_argument( "type", type=str, help="目标数据库类型", choices=["postgres", "oracle", "sqlserver", "dm8"], ) args = parser.parse_args() sql_file = pathlib.Path("../mysql/ruoyi-vue-pro.sql").resolve().as_posix() convertor = None if args.type == "postgres": convertor = PostgreSQLConvertor(sql_file) elif args.type == "oracle": convertor = OracleConvertor(sql_file) elif args.type == "sqlserver": convertor = SQLServerConvertor(sql_file) elif args.type == "dm8": convertor = DM8Convertor(sql_file) else: raise NotImplementedError(f"不支持目标数据库类型: {args.type}") convertor.print() if __name__ == "__main__": main()