基于Python的SQL Server数据库实现对象同步轻量级

Python  /  管理员 发布于 7年前   188

缘由

日常工作中经常遇到类似的问题：把某个服务器上的某些指定的表同步到另外一台服务器。

类似需求用SSIS或者其他ETL工作很容易实现，比如用SSIS的话，就会会存在相当一部分反复的手工操作。

建源的数据库信息，目标的数据库信息，如果是多个表，需要一个一个地拉source和target，然后一个一个地mapping，然后运行实现数据同步。

然后很可能，这个workflow使用也就这么一次，就寿终正寝了，却一样要浪费时间去做这个ETL。

快速数据同步实现

于是在想，可不可能快速实现类似需求，尽最大程度减少重复的手工操作？类似基于命令行的方式，简单快捷，不需要太多的手动操作。

于是就有了本文，基于Python（目的是顺便熟悉一下Python的语法），快速实现SQL Server的数据库之间的数据同步操作，后面又稍微扩展了一下，可以实现不同服务器的数据库之间的表结构，表对应的数据，存储过程，函数，用户自定义类型表（user define table type）的同步

目前支持在两个SQL Server数据源之间：每次同步一张或者多张表/存储过程，也可以同步整个数据库的所有表/存储过程（以及表/存储过程依赖的其他数据库对象）。

支持sqlserver2012以上版本

需要考虑到一些基本的校验问题：在源服务器上，需要同步的对象是否存在，或者输入的对象是否存在于源服务器的数据库里。

在目标服务器上，对于表的同步：

1，表的存在依赖于schema，需要考虑到表的schema是否存在，如果不存在先在target库上创建表对应的schema

2，target表中是否有数据？如果有数据，是否以覆盖的方式执行

对于存储过程的同步：

1，类似于表，需要考虑存储过程的schema是否存在，如果不存在先在target库上创建表对应的schema
2，类似于表，arget数据库中是否已经存在对应的存储过程，是否以覆盖的方式执行
3，存储过程可能依赖于b表，某些函数，用户自定义表变量等等，同步存储过程的时候需要先同步依赖的对象，这一点比较复杂，实现过程中遇到在很多很多的坑

　 可能存在对象A依赖于对象B，对象B依赖于对象C……，这里有点递归的意思

　 这一点导致了重构大量的代码，一开始都是直来直去的同步，无法实现这个逻辑，切实体会到代码的“单一职责”原则

参数说明

参数说明如下，大的包括四类：

1，源服务器信息 （服务器地址，实例名，数据库名称，用户名，密码），没有用户名密码的情况下，使用windows身份认证模式

2，目标服务器信息（服务器地址，实例名，数据库名称，用户名，密码），没有用户名密码的情况下，使用windows身份认证模式

3，同步的对象类型以及对象

4，同步的对象在目标服务器上存在的情况下，是否强制覆盖

其实在同步数据的时候，也可以把需要同步的行数提取出来做参数，比较简单，这里暂时没有做。

比如需要快速搭建一个测试环境，需要同步所有的表结构和每个表的一部分数据即可。

表以及数据同步

表同步的原理是，创建目标表，遍历源数据的表，生成insert into values(***),(***),(***)格式的sql，然后插入目标数据库，这里大概步骤如下：

1，表依赖于schema，所以同步表之前先同步schema

2，强制覆盖的情况下，会drop掉目标表（如果存在的话），防止目标表与源表结构不一致，非强制覆盖的情况下，如果字段不一致，则抛出异常

3，同步表结构，包括字段，索引，约束等等，但是无法支持外键，刻意去掉了外键，想想为什么？因吹斯汀。

4，需要筛选出来非计算列字段，insert语句只能是非计算列字段（又导致重构了部分代码）

5，转义处理，在拼凑SQL的时候，需要进行转义处理，否则会导致SQL语句错误，目前处理了字符串中的'字符，二进制字段，时间字段的转义处理（最容易发生问题的地方）

6，鉴于insert into values(***),(***),(***)语法上允许的最大值是1000，因此每生成1000条数据，就同步一次

7，自增列的identity_insert 标识打开与关闭处理

使用如下参数，同步源数据库的三张表到目标数据库，因为这里是在本机命名实例下测试，因此实例名和端口号输入

执行同步的效果

说明：

1，如果输入obj_type="tab" 且-obj=为None的情况下，会同步源数据库中的所有表。
2，这个效率取决于机器性能和网络传输，本机测试的话，每秒中可以提交3到4次，也就是每秒钟可以提交3000~4000行左右的数据。

已知的问题：

1，当表的索引为filter index的时候，无法生成包含where条件的索引创建语句，那个看起来蛋疼的表结构导出语句，暂时没时间改它。
2，暂时不支持其他少用的类型字段，比如地理空间字段什么的。

存储过程对象的同步

存储过程同步的原理是，在源数据库上生成创建存储过程的语句，然后写入目标库，这里大概步骤如下：
1，存储过程依赖于schema，所以同步存储过程之前先同步schema（同表）
2，同步的过程会检查依赖对象，如果依赖其他对象，暂停当前对象同步，先同步依赖对象
3，重复第二步骤，直至完成
4，对于存储过程的同步，如果是强制覆盖的话，强制覆盖仅仅对存储过程自己生效（删除&重建），对依赖对象并不生效，如果依赖对象不存在，就创建，否则不做任何事情

使用如下参数，同步源数据库的两个存储过程到目标数据库，因为这里是在本机命名实例下测试，因此实例名和端口号输入

说明：测试要同步的存储过程之一为[dbo].[sp_test01]，它依赖于其他两个对象：dbo.table01和dbo.fn_test01()

create proc [dbo].[sp_test01]asbegin set no count on; delete from dbo.table01 where id = 1000 select dbo.fn_test01()end

而dbo.fn_test01()的如下，依赖于另外一个对象：dbo.table02

create function [dbo].[fn_test01]()RETURNS intASBEGIN  declare @count int = 0 select @count = count(1) from dbo.table02 return @countEND

因此，这个测试的[dbo].[sp_test01]就依赖于其他对象，如果其依赖的对象不存在，同步的时候，仅仅同步这个存储过程本身，是没有意义的

同步某一个对象的依赖对象，使用如下SQL查出来对象依赖信息，因此这里就层层深入，同步依赖对象。
这里就类似于同步A的时候，A依赖于B和C，然后停止同步A，先同步B和C，同步B或者C的时候，可能又依赖于其他对象，然后继续先同步其依赖对象。

效果如下

如果输入obj_type="sp" 且-obj=为None的情况下，会同步源数据库中的所有存储过程以及其依赖对象

已知的问题：

1，加密的存储过程或者函数是无法实现同步的，因为无法生成创建对象的脚本
1，table type的同步也是一个蛋疼的过程，目前支持，但是支持的并不好，原因是创建table type之前，先删除依赖于table type的对象，否则无法删除与创建。

特别说明

依赖对象的解决，还是比较蛋疼的

如果在默认schema为dbo的对象，在存储过程或者函数中没有写schema（参考如下修改后的sp，不写相关表的schema dbo，dbo.test01==>test01），
使用 sys.dm_sql_referenced_entities这个系统函数是无法找到其依赖的对象的,奇葩的是可以找到schema的类型，却没有返回对象本身。

这一点导致在代码中层层深入，进行了长时间的debug，完全没有想到这个函数是这个鸟样子，因为这里找到依赖对象的类型，却找不到对象本身，次奥！！！
另外一种情况就是动态SQL了，无法使用 sys.dm_sql_referenced_entities这个系统函数找到其依赖的对象。

其他对象的同步

　　支持其他数据库对象的同步，比如function，table type等，因为可以在同步其他存储过程对象的时候附带的同步function，table type，这个与表或者存储过程类似，不做过多说明。　

已知问题：

1，201906122030：经测试，目前暂时不支持Sequence对象的同步。

需要改进的地方

1，代码结构优化，更加清晰和条例的结构（一开始用最直接简单粗暴的方式快速实现，后面重构了很多代码，现在自己看起来还有很多不舒服的痕迹）
2，数据同步的效率问题，对于多表的导入导出操作，依赖于单线程，多个大表导出串行的话，可能存在效率上的瓶颈，如何根据表的数据量，尽可能平均地分配多多个线程中，提升效率
3，更加友好清晰的异常提示以及日志记录，生成导出日志信息。
4，异构数据同步，MySQL《==》SQL Server《==》Oracle《==》PGSQL

代码端午节写好了，这几天抽空进行了一些测试以及bug fix，应该还潜在不少未知的bug，工作量比想象中的大的多了去了。

# -*- coding: utf-8 -*-# !/usr/bin/env python3__author__ = 'MSSQL123'__date__ = '2019-06-07 09:36'import osimport sysimport timeimport datetimeimport pymssqlfrom decimal import Decimalusage = '''     -----parameter explain-----     source database parameter     -s_h      : soure database host         ----- must require parameter     -s_i      : soure database instace name     ----- default instance name MSSQL     -s_d      : soure database name         ----- must require parameter     -s_u      : soure database login         ----- default windows identifier     -s_p      : soure database login password    ----- must require when s_u is not null     -s_P      : soure database instance port     ----- default port 1433     target database parameter     -t_h      : target database host         ----- must require parameter     -t_i      : target database instace name     ----- default instance name MSSQL     -t_d      : target database name         ----- must require parameter     -t_u      : target database login        ----- default windows identifier     -t_p      : target database login password    ----- must require when s_u is not null     -t_P      : target database instance port    ----- default port 1433     sync object parameter     -obj_type   : table or sp or function or other databse object       ----- tab or sp or fn or tp     -obj      : table|sp|function|type name     ----- whick table or sp sync     overwirte parameter     -f       : force overwirte target database object  ----- F or N      --help: help document     Example:     python DataTransfer.py -s_h=127.0.0.1 -s_P=1433 -s_i="MSSQL" -s_d="DB01" -obj_type="tab" -obj="dbo.t1,dbo.t2" -t_h=127.0.0.1 -t_P=1433 -t_i="MSSQL" -t_d="DB02" -f="Y"   python DataTransfer.py -s_h=127.0.0.1 -s_P=1433 -s_i="MSSQL" -s_d="DB01" -obj_type="sp" -obj="dbo.sp1,dbo.sp2" -t_h=127.0.0.1 -t_P=1433 -t_i="MSSQL" -t_d="DB02" -f="Y"     '''class SyncDatabaseObject(object):  # source databse  s_h = None  s_i = None  s_P = None  s_u = None  s_p = None  s_d = None  # obj type  s_obj_type = None  # sync objects  s_obj = None  # target database  t_h = None  t_i = None  t_P = None  t_u = None  t_p = None  t_d = None  f = None  file_path = None  def __init__(self, *args, **kwargs):    for k, v in kwargs.items():      setattr(self, k, v)  # connect to sqlserver  def get_connect(self, _h, _i, _P, _u, _p, _d):    cursor = False    try:      if (_u) and (_p):        conn = pymssql.connect(host=_h,        server=_i,        port=_P,        user=_u,        password=_p,        database=_d)      else:        conn = pymssql.connect(host=_h,        server=_i,        port=_P,        database=_d)      if (conn):        return conn    except:      raise    return conn  # check connection  def validated_connect(self, _h, _i, _P, _u, _p, _d):    if not (self.get_connect(_h, _i, _P, _u, _p, _d)):      print("connect to " + str(_h) + " failed,please check you parameter")      exit(0)  '''  this is supposed to be a valid object name just like xxx_name,or dbo.xxx_name,or [schema].xxx_name or schema.[xxx_name]  then transfer this kind of valid object name to format object name like [dbo].[xxx_name](give a default dbo schema name when no schema name)  other format object name consider as unvalid,will be rasie error in process  format object name    1,xxx_name       ======> [dbo].[xxx_name]    2,dbo.xxx_name     ======> [dbo].[xxx_name]    3,[schema].xxx_name   ======> [dbo].[xxx_name]    3,schema.xxx_name    ======> [schema].[xxx_name]    4,[schema].[xxx_name]  ======> [schema].[xxx_name]    5,[schema].[xxx_name  ======> rasie error format message  '''  @staticmethod  def format_object_name(name):    format_name = ""    if ("." in name):      schema_name = name[0:name.find(".")]      object_name = name[name.find(".") + 1:]      if not ("[" in schema_name):        schema_name = "[" + schema_name + "]"      if not ("[" in object_name):        object_name = "[" + object_name + "]"      format_name = schema_name + "." + object_name    else:      if ("[" in name):        format_name = "[dbo]." + name      else:        format_name = "[dbo]." + "[" + name + "]"    return format_name  '''  check user input object is a valid object  '''  def exits_object(self, conn, name):    conn = conn    cursor_source = conn.cursor()    # get object by name from source db    sql_script = r'''select top 1 1 from    (      select concat(QUOTENAME(schema_name(schema_id)),'.',QUOTENAME(name)) as obj_name from sys.objects       union all      select concat(QUOTENAME(schema_name(schema_id)),'.',QUOTENAME(name)) as obj_name from sys.types     )t where obj_name = '{0}'     '''.format(self.format_object_name(name))    cursor_source.execute(sql_script)    result = cursor_source.fetchall()    if not result:      return 0    else:      return 1    conn.cursor.close()    conn.close()  # table variable sync  def sync_table_variable(self, tab_name, is_reference):    conn_source = self.get_connect(self.s_h, self.s_i, self.s_P, self.s_u, self.s_p, self.s_d)    conn_target = self.get_connect(self.t_h, self.t_i, self.t_P, self.t_u, self.t_p, self.t_d)    cursor_source = conn_source.cursor()    cursor_target = conn_target.cursor()    if (self.exits_object(conn_source, self.format_object_name(tab_name))) > 0:      pass    else:      print("----------------------- warning message -----------------------")      print("--------warning: object " + tab_name + " not existing in source database ------------")      print("----------------------- warning message -----------------------")      print()      return    exists_in_target = 0    sql_script = r'''select top 1 1   from sys.table_types tp   where is_user_defined = 1    and concat(QUOTENAME(schema_name(tp.schema_id)),'.',QUOTENAME(tp.name)) = '{0}' ''' \      .format((self.format_object_name(tab_name)))    # if the table schema exists in target server,skip    cursor_target.execute(sql_script)    exists_in_target = cursor_target.fetchone()    # weather exists in target server database    if (self.f == "Y"):      if (is_reference != "Y"):        # skiped,table type can not drop when used by sp        sql_script = r'''         if OBJECT_ID('{0}') is not null           drop type {0}       '''.format(self.format_object_name(tab_name))        cursor_target.execute(sql_script)        conn_target.commit()    else:      if exists_in_target:        print("----------------------- warning message -----------------------")        print("the target table type " + tab_name + " exists ,skiped sync table type from source")        print("----------------------- warning message -----------------------")        print()        return    sql_script = r'''         DECLARE @SQL NVARCHAR(MAX) = ''      SELECT @SQL =      'CREATE TYPE ' + '{0}' + 'AS TABLE' + CHAR(13) + '(' + CHAR(13) +      STUFF((  SELECT CHAR(13) + '  , [' + c.name + '] ' +    CASE WHEN c.is_computed = 1      THEN 'AS ' + OBJECT_DEFINITION(c.[object_id], c.column_id)      ELSE        CASE WHEN c.system_type_id != c.user_type_id          THEN '[' + SCHEMA_NAME(tp.[schema_id]) + '].[' + tp.name + ']'          ELSE '[' + UPPER(y.name) + ']'        END +        CASE          WHEN y.name IN ('varchar', 'char', 'varbinary', 'binary')THEN '(' + CASE WHEN c.max_length = -1        THEN 'MAX'        ELSE CAST(c.max_length AS VARCHAR(5))      END + ')'          WHEN y.name IN ('nvarchar', 'nchar')THEN '(' + CASE WHEN c.max_length = -1        THEN 'MAX'        ELSE CAST(c.max_length / 2 AS VARCHAR(5))      END + ')'          WHEN y.name IN ('datetime2', 'time2', 'datetimeoffset')THEN '(' + CAST(c.scale AS VARCHAR(5)) + ')'          WHEN y.name = 'decimal'THEN '(' + CAST(c.[precision] AS VARCHAR(5)) + ',' + CAST(c.scale AS VARCHAR(5)) + ')'          ELSE ''        END +        CASE WHEN c.collation_name IS NOT NULL AND c.system_type_id = c.user_type_id          THEN ' COLLATE ' + c.collation_name          ELSE ''        END +        CASE WHEN c.is_nullable = 1          THEN ' NULL'          ELSE ' NOT NULL'        END +        CASE WHEN c.default_object_id != 0          THEN ' CONSTRAINT [' + OBJECT_NAME(c.default_object_id) + ']' +  ' DEFAULT ' + OBJECT_DEFINITION(c.default_object_id)          ELSE ''        END    END  From sys.table_types tp  Inner join sys.columns c on c.object_id = tp.type_table_object_id  Inner join sys.types y ON y.system_type_id = c.system_type_id   WHERE tp.is_user_defined = 1 and y.name<>'sysname'  and concat(QUOTENAME(schema_name(tp.schema_id)),'.',QUOTENAME(tp.name)) = '{0}'  ORDER BY c.column_id      FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 7, '   ')        + ');'      select @SQL as script    '''.format(self.format_object_name(self.format_object_name((tab_name))))    cursor_target = conn_target.cursor()    cursor_source.execute(sql_script)    row = cursor_source.fetchone()    try:      if not exists_in_target:        # execute the script on target server        cursor_target.execute(str(row[0])) # drop current stored_procudre if exists        conn_target.commit()        print("*************table type " + self.format_object_name(tab_name) + " synced *********************")        print() # give a blank row when finish    except:      print("----------------------- error message -----------------------")      print("-----------table type " + self.format_object_name(tab_name) + " synced error ---------------")      print("----------------------- error message -----------------------")      print()      # raise    cursor_source.close()    conn_source.close()    cursor_target.close()    conn_target.close()  # schema sync  def sync_schema(self):    conn_source = self.get_connect(self.s_h, self.s_i, self.s_P, self.s_u, self.s_p, self.s_d)    conn_target = self.get_connect(self.t_h, self.t_i, self.t_P, self.t_u, self.t_p, self.t_d)    cursor_source = conn_source.cursor()    cursor_target = conn_target.cursor()    arr_schema = []    # get all table in database when not define table name    schema_result = cursor_source.execute(r''' select name from sys.schemas where schema_id>4 and schema_id<16384''')    for row in cursor_source.fetchall():      cursor_target.execute(r''' if not exists(select * from sys.schemas where name = '{0}') begin   exec('create schema [{0}]') end           '''.format(str(row[0])))      conn_target.commit()    cursor_source.close()    conn_source.close()    cursor_target.close()    conn_target.close()  def sync_table_schema_byname(self, tab_name, is_reference):    conn_source = self.get_connect(self.s_h, self.s_i, self.s_P, self.s_u, self.s_p, self.s_d)    conn_target = self.get_connect(self.t_h, self.t_i, self.t_P, self.t_u, self.t_p, self.t_d)    cursor_source = conn_source.cursor()    cursor_target = conn_target.cursor()    if (self.exits_object(conn_source, self.format_object_name(tab_name)) == 0):      print("----------------------- warning message -----------------------")      print("---------------warning: object " + tab_name + " not existing in source database ----------------")      print("----------------------- warning message -----------------------")      print()      return    # if exists a reference table for sp,not sync the table agagin    if (self.exits_object(conn_target, self.format_object_name(tab_name)) > 0):      if (self.f != "Y"):        print("----------------------- warning message -----------------------")        print("---------------warning: object " + tab_name + " existing in target database ----------------")        print("----------------------- warning message -----------------------")        print()        return    sql_script = r''' select top 1 1 from sys.tables        where type_desc = 'USER_TABLE'        and concat(QUOTENAME(schema_name(schema_id)),'.',QUOTENAME(name)) = '{0}'      '''.format((self.format_object_name(tab_name)))    # if the table schema exists in target server,skip    cursor_target.execute(sql_script)    exists_in_target = cursor_target.fetchone()    if exists_in_target:      if (self.f == "Y"):        if (is_reference != "Y"):          cursor_target.execute("drop table {0}".format(tab_name))      else:        print("----------------------- warning message -----------------------")        print("the target table " + tab_name + " exists ,skiped sync table schema from source")        print("----------------------- warning message -----------------------")        print()        return    sql_script = r'''   DECLARE        @object_name SYSNAME      , @object_id INT    SELECT        @object_name = '[' + s.name + '].[' + o.name + ']'      , @object_id = o.[object_id]    FROM sys.objects o WITH (NOWAIT)    JOIN sys.schemas s WITH (NOWAIT) ON o.[schema_id] = s.[schema_id]    WHERE QUOTENAME(s.name) + '.' + QUOTENAME(o.name) = '{0}'      AND o.[type] = 'U'      AND o.is_ms_shipped = 0    DECLARE @SQL NVARCHAR(MAX) = ''    ;WITH index_column AS     (      SELECT          ic.[object_id]        , ic.index_id        , ic.is_descending_key        , ic.is_included_column        , c.name      FROM sys.index_columns ic WITH (NOWAIT)      JOIN sys.columns c WITH (NOWAIT) ON ic.[object_id] = c.[object_id] AND ic.column_id = c.column_id      WHERE ic.[object_id] = @object_id    ),    fk_columns AS     (       SELECT          k.constraint_object_id        , cname = c.name        , rcname = rc.name      FROM sys.foreign_key_columns k WITH (NOWAIT)      JOIN sys.columns rc WITH (NOWAIT) ON rc.[object_id] = k.referenced_object_id AND rc.column_id = k.referenced_column_id       JOIN sys.columns c WITH (NOWAIT) ON c.[object_id] = k.parent_object_id AND c.column_id = k.parent_column_id      WHERE k.parent_object_id = @object_id    )    SELECT @SQL = 'CREATE TABLE ' + @object_name + '' + '(' + '' + STUFF((      SELECT '' + ', [' + c.name + '] ' +         CASE WHEN c.is_computed = 1          THEN 'AS ' + cc.[definition]           ELSE UPPER(tp.name) + CASE WHEN tp.name IN ('varchar', 'char', 'varbinary', 'binary', 'text')    THEN '(' + CASE WHEN c.max_length = -1 THEN 'MAX' ELSE CAST(c.max_length AS VARCHAR(5)) END + ')'   WHEN tp.name IN ('nvarchar', 'nchar')    THEN '(' + CASE WHEN c.max_length = -1 THEN 'MAX' ELSE CAST(c.max_length / 2 AS VARCHAR(5)) END + ')'   WHEN tp.name IN ('datetime2', 'time2', 'datetimeoffset')     THEN '(' + CAST(c.scale AS VARCHAR(5)) + ')'   WHEN tp.name = 'decimal'     THEN '(' + CAST(c.[precision] AS VARCHAR(5)) + ',' + CAST(c.scale AS VARCHAR(5)) + ')'  ELSE ''END +CASE WHEN c.collation_name IS NOT NULL THEN ' COLLATE ' + c.collation_name ELSE '' END +CASE WHEN c.is_nullable = 1 THEN ' NULL' ELSE ' NOT NULL' END +CASE WHEN dc.[definition] IS NOT NULL THEN ' DEFAULT' + dc.[definition] ELSE '' END + CASE WHEN ic.is_identity = 1 THEN ' IDENTITY(' + CAST(ISNULL( /*ic.seed_value*/ 1, '0') AS CHAR(1)) + ',' + CAST(ISNULL(ic.increment_value, '1') AS CHAR(1)) + ')' ELSE '' END         END + ''      FROM sys.columns c WITH (NOWAIT)      JOIN sys.types tp WITH (NOWAIT) ON c.user_type_id = tp.user_type_id      LEFT JOIN sys.computed_columns cc WITH (NOWAIT) ON c.[object_id] = cc.[object_id] AND c.column_id = cc.column_id      LEFT JOIN sys.default_constraints dc WITH (NOWAIT) ON c.default_object_id != 0 AND c.[object_id] = dc.parent_object_id AND c.column_id = dc.parent_column_id      LEFT JOIN sys.identity_columns ic WITH (NOWAIT) ON c.is_identity = 1 AND c.[object_id] = ic.[object_id] AND c.column_id = ic.column_id      WHERE c.[object_id] = @object_id      ORDER BY c.column_id      FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '' + ' ')      + ISNULL((SELECT '' + ', CONSTRAINT [' + k.name + '] PRIMARY KEY (' +   (SELECT STUFF((     SELECT ', [' + c.name + '] ' + CASE WHEN ic.is_descending_key = 1 THEN 'DESC' ELSE 'ASC' END     FROM sys.index_columns ic WITH (NOWAIT)     JOIN sys.columns c WITH (NOWAIT) ON c.[object_id] = ic.[object_id] AND c.column_id = ic.column_id     WHERE ic.is_included_column = 0       AND ic.[object_id] = k.parent_object_id        AND ic.index_id = k.unique_index_id        FOR XML PATH(N''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, ''))          + ')' + ''          FROM sys.key_constraints k WITH (NOWAIT)          WHERE k.parent_object_id = @object_id AND k.[type] = 'PK'), '') + ')' + ''      + ISNULL((SELECT (        SELECT '' +           'ALTER TABLE ' + @object_name + ' WITH'           + CASE WHEN fk.is_not_trusted = 1 THEN ' NOCHECK' ELSE ' CHECK'END +' ADD CONSTRAINT [' + fk.name + '] FOREIGN KEY('+ STUFF((SELECT ', [' + k.cname + ']'FROM fk_columns kWHERE k.constraint_object_id = fk.[object_id] and 1=2FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '')+ ')' +           ' REFERENCES [' + SCHEMA_NAME(ro.[schema_id]) + '].[' + ro.name + '] ('           + STUFF((SELECT ', [' + k.rcname + ']'FROM fk_columns kWHERE k.constraint_object_id = fk.[object_id]FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '')+ ')'          + CASE WHEN fk.delete_referential_action = 1 THEN ' ON DELETE CASCADE' WHEN fk.delete_referential_action = 2 THEN ' ON DELETE SET NULL'WHEN fk.delete_referential_action = 3 THEN ' ON DELETE SET DEFAULT' ELSE ''END          + CASE WHEN fk.update_referential_action = 1 THEN ' ON UPDATE CASCADE'WHEN fk.update_referential_action = 2 THEN ' ON UPDATE SET NULL'WHEN fk.update_referential_action = 3 THEN ' ON UPDATE SET DEFAULT' ELSE ''END           + '' + 'ALTER TABLE ' + @object_name + ' CHECK CONSTRAINT [' + fk.name + ']' + ''        FROM sys.foreign_keys fk WITH (NOWAIT)        JOIN sys.objects ro WITH (NOWAIT) ON ro.[object_id] = fk.referenced_object_id        WHERE fk.parent_object_id = @object_id        FOR XML PATH(N''), TYPE).value('.', 'NVARCHAR(MAX)')), '')      + ISNULL(((SELECT         '' + 'CREATE' + CASE WHEN i.is_unique = 1 THEN ' UNIQUE' ELSE '' END + ' NONCLUSTERED INDEX [' + i.name + '] ON ' + @object_name + ' (' +STUFF((SELECT ', [' + c.name + ']' + CASE WHEN c.is_descending_key = 1 THEN ' DESC' ELSE ' ASC' ENDFROM index_column cWHERE c.is_included_column = 0  AND c.index_id = i.index_idFOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '') + ')' + ISNULL('' + 'INCLUDE (' +   STUFF((  SELECT ', [' + c.name + ']'  FROM index_column c  WHERE c.is_included_column = 1    AND c.index_id = i.index_id  FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '') + ')', '') + ''        FROM sys.indexes i WITH (NOWAIT)        WHERE i.[object_id] = @object_id          AND i.is_primary_key = 0          AND i.[type] = 2        FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)')      ), '')    select @SQL as script '''.format(self.format_object_name(tab_name))    cursor_target = conn_target.cursor()    cursor_source.execute(sql_script)    row = cursor_source.fetchone()    if not row[0]:      return    try:      cursor_target.execute(row[0]) # drop current table schema if exists      conn_target.commit()      print("*************schema " + self.format_object_name(tab_name) + " synced *************")      print() # give a blank row when finish    except:      print("----------------------- warning message -----------------------")      print("-----------schema " + self.format_object_name(tab_name) + " synced failed---------------")      print("----------------------- warning message -----------------------")      print()    cursor_source.close()    conn_source.close()    cursor_target.close()    conn_target.close()  def get_table_column(self, conn, tab_name):    column_names = ""    conn = conn    cursor_source = conn.cursor()    # get object by name from source db    sql_script = r'''select name from sys.columns  where object_id = object_id('{0}') and is_computed=0 order by object_id     '''.format(self.format_object_name(tab_name))    cursor_source.execute(sql_script)    result = cursor_source.fetchall()    for row in result:      column_names = column_names + row[0] + ","    return column_names[0:len(column_names) - 1]    conn.cursor.close()    conn.close()  def sync_table_schema(self):    #default not sync by referenced other object    is_reference = "N"    conn_source = self.get_connect(self.s_h, self.s_i, self.s_P, self.s_u, self.s_p, self.s_d)    conn_target = self.get_connect(self.t_h, self.t_i, self.t_P, self.t_u, self.t_p, self.t_d)    cursor_source = conn_source.cursor()    cursor_target = conn_target.cursor()    arr_table = []    if (self.s_obj):      for tab_name in self.s_obj.split(","):        if (tab_name) and (self.exits_object(conn_source, tab_name)>0):          self.sync_table_schema_byname(tab_name, is_reference)        else:          print("----------------------- warning message -----------------------")          print("-----------schema " + self.format_object_name(tab_name) + " not existing in source database---------------")          print("----------------------- warning message -----------------------")          print()    else:      # sync all tables      # get all table in database when not define table name      sql_script = ''' SELECT QUOTENAME(s.name)+'.'+ QUOTENAME(o.name)   FROM sys.objects o WITH (NOWAIT)   JOIN sys.schemas s WITH (NOWAIT) ON o.[schema_id] = s.[schema_id]   WHERE o.[type] = 'U' AND o.is_ms_shipped = 0 '''      cursor_source.execute(sql_script)      for row in cursor_source.fetchall():        self.sync_table_schema_byname(str(row[0]), is_reference)  # sync data from soure table to target table  def sync_table_data(self):    conn_source = self.get_connect(self.s_h, self.s_i, self.s_P, self.s_u, self.s_p, self.s_d)    conn_target = self.get_connect(self.t_h, self.t_i, self.t_P, self.t_u, self.t_p, self.t_d)    cursor_source = conn_source.cursor()    cursor_target = conn_target.cursor()    arr_table = []    if (self.s_obj):      arr_table = self.s_obj.split(',')      for tab_name in arr_table:        if (self.exits_object(conn_target, self.format_object_name(tab_name)) == 0):          arr_table.remove(tab_name)          print("----------------- warning message -----------------------")          print("----------------- warning: table " + tab_name + " not existing in target database ---------------------")          print("----------------- warning message -----------------------")    else:      # get all table in database when not define table name      tab_result = cursor_source.execute(r''' SELECT QUOTENAME(s.name)+'.'+ QUOTENAME(o.name)  FROM sys.objects o WITH (NOWAIT)  JOIN sys.schemas s WITH (NOWAIT) ON o.[schema_id] = s.[schema_id]  WHERE o.[type] = 'U'    AND o.is_ms_shipped = 0          ''')      for row in cursor_source.fetchall():        arr_table.append(str(row[0]))    insert_columns = ""    insert_columns = self.get_table_column(conn_source, tab_name)    for tab_name in arr_table:      if (self.f != "Y"):        sql_script = "select top 1 {0} from {1} ".format(insert_columns, tab_name)        # if exists data in target table,break        cursor_target.execute(sql_script)        exists = cursor_target.fetchone()        if exists:          print("----------------------- warning message -----------------------")