基于Python的SQL Server数据库对象同步轻量级实现

2019-06-12  本文已影响0人  烟雨丿丶蓝

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,但是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。

不过很可能,这个workflow使用也就这么一次,就寿终正寝了,但是一样要浪费时间去做这个ETL。

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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)。

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,大的包括三类:

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

image

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),方式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,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,时间字段的转义或者其他处理

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

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

<pre class="prettyprint hljs nginx" style="padding: 0.5em; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; color: rgb(68, 68, 68); border-radius: 4px; display: block; margin: 0px 0px 1.5em; font-size: 14px; line-height: 1.5em; word-break: break-all; overflow-wrap: break-word; white-space: pre; background-color: rgb(246, 246, 246); border: none; overflow-x: auto; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">python SyncDatabaseObject.py -s_h="127.0.0.1" -s_i="sql2017" -s_P=49744 -s_d=DB01 -t_h=127.0.0.1 -t_i="sql2017" -t_P=49744 -t_d="DB02" -obj_type="tab" -obj="[dbo].[table01],schema1.table01,schema2.table01" -f="Y"</pre>

执行同步的效果

image

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

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

<pre class="prettyprint hljs nginx" style="padding: 0.5em; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; color: rgb(68, 68, 68); border-radius: 4px; display: block; margin: 0px 0px 1.5em; font-size: 14px; line-height: 1.5em; word-break: break-all; overflow-wrap: break-word; white-space: pre; background-color: rgb(246, 246, 246); border: none; overflow-x: auto; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">python SyncDatabaseObject.py -s_h="127.0.0.1" -s_i="sql2017" -s_P=49744 -s_d=DB01 -t_h=127.0.0.1 -t_i="sql2017" -t_P=49744 -t_d="DB02" -obj_type="p" -obj="[dbo].[sp_test01],[dbo].[sp_test02]" -f="Y"</pre>

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()

<pre class="prettyprint hljs sql" style="padding: 0.5em; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; color: rgb(68, 68, 68); border-radius: 4px; display: block; margin: 0px 0px 1.5em; font-size: 14px; line-height: 1.5em; word-break: break-all; overflow-wrap: break-word; white-space: pre; background-color: rgb(246, 246, 246); border: none; overflow-x: auto; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">create proc [dbo].[sp_test01]
as
begin
set nocount on;
delete from dbo.table01 where id = 1000
select dbo.fn_test01()
end
</pre>

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

<pre class="prettyprint hljs sql" style="padding: 0.5em; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; color: rgb(68, 68, 68); border-radius: 4px; display: block; margin: 0px 0px 1.5em; font-size: 14px; line-height: 1.5em; word-break: break-all; overflow-wrap: break-word; white-space: pre; background-color: rgb(246, 246, 246); border: none; overflow-x: auto; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">create function [dbo].[fn_test01]
(
)
RETURNS int
AS
BEGIN
declare @count int = 0
select @count = count(1) from dbo.table02
return @count
END
</pre>

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,使用过如下SQL查出来的,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。

image

效果如下

image

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,否则无法修改,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,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

但是奇葩的是可以找到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。

image

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比较简单,不做过多说明。

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。

<pre class="prettyprint hljs python" style="padding: 0.5em; font-family: Menlo, Monaco, Consolas, "Courier New", monospace; color: rgb(68, 68, 68); border-radius: 4px; display: block; margin: 0px 0px 1.5em; font-size: 14px; line-height: 1.5em; word-break: break-all; overflow-wrap: break-word; white-space: pre; background-color: rgb(246, 246, 246); border: none; overflow-x: auto; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;"># -- coding: utf-8 --

!/usr/bin/env python3

author = 'MSSQL123'
date = '2019-06-07 09:36'

import os
import sys
import time
import datetime
import pymssql
from decimal import Decimal

usage = '''
-----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 valicated 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()

def sync_table_variable(self, tab_name):
    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 (tab_name):
        arr_table = tab_name.split(",")
        for tab_name in arr_table:
            if (self.exits_object(conn_source, self.format_object_name(tab_name))) > 0:
                pass
            else:
                arr_table.remove(tab_name)
                print("----------------------- warning message -----------------------")
                print( "--------warning: object " + tab_name + " not existing in source database ------------")
                print("----------------------- warning message -----------------------")
                print()

    else:
        # get all table in database when not define table name
        sql_script = r'''  select concat(QUOTENAME(schema_name(tp.schema_id)),'.',QUOTENAME(tp.name)) 
                                from sys.table_types tp
                                where is_user_defined = 1
                    '''
        if (tab_name) and self.exits_object(conn_target, tab_name) > 0:
            sql_script = sql_script + " and concat(QUOTENAME(schema_name(tp.schema_id)),'.',QUOTENAME(tp.name))  {0}".format(
                self.format_object_name(tab_name))
        cursor_source.execute(sql_script)

        for row in cursor_source.fetchall():
            arr_table.append(str(row[0]))

    # weather exists in target server database
    for tab_name in arr_table:
        if (self.f == "Y"):
            # skiped,table type can not drop when used by sp
            sql_script = r'''
                            if OBJECT_ID('{0}') is not null
                                drop table {0}
                        '''.format(self.format_object_name(tab_name))
            # cursor_target.execute(sql_script)
            # conn_target.commit()

            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 = cursor_target.fetchall()
            if exists:
                arr_table.remove(tab_name)
                print("----------------------- warning message -----------------------")
                print("the target table type " + tab_name + " exists ,skiped sync table type from source")
                print("----------------------- warning message -----------------------")
                print()
                continue
        else:
            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 = cursor_target.fetchall()
            if exists:
                arr_table.remove(tab_name)
                print("----------------------- warning message -----------------------")
                print("the target table type " + tab_name + " exists ,skiped sync table type from source")
                print("----------------------- warning message -----------------------")
                print()
                continue

    for tab_name in arr_table:
        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)
        for row in cursor_source.fetchall():
            try:
                # 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("-----------table type " + self.format_object_name(  tab_name) + " synced error ---------------")
                # raise

    cursor_source.close()
    conn_source.close()
    cursor_target.close()
    conn_target.close()

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):
    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()
    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 + " not existing in source database ----------------")
            print("----------------------- warning message -----------------------")
            print()
            return

    arr_table = []
    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
                    AND QUOTENAME(s.name)+'.'+ QUOTENAME(o.name) = '{}'
                '''.format(self.format_object_name(tab_name))
    cursor_source.execute(sql_script)
    for row in cursor_source.fetchall():
        arr_table.append(str(row[0]))

    for tab_name in arr_table:
        sql_script = r''' select 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 = cursor_target.fetchall()
        if exists:
            if (self.f == "Y"):
                cursor_target.execute("drop table {0}".format(tab_name))
            # print("----------------------- warning message -----------------------")
            # print("the target table type " + tab_name + " exists ,skiped sync table type from source")
            # print("----------------------- warning message -----------------------")

        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 k
                                                WHERE k.constraint_object_id = fk.[object_id] and 1=2
                                                FOR XML PATH(''), TYPE).value('.', 'NVARCHAR(MAX)'), 1, 2, '')
                                               + ')' +
                                              ' REFERENCES [' + SCHEMA_NAME(ro.[schema_id]) + '].[' + ro.name + '] ('
                                              + STUFF((
                                                SELECT ', [' + k.rcname + ']'
                                                FROM fk_columns k
                                                WHERE 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' END
                                                FROM index_column c
                                                WHERE c.is_included_column = 0
                                                    AND c.index_id = i.index_id
                                                FOR 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)
        for row in cursor_source.fetchall():
            try:
                # print(row[0])
                # execute the script on target server
                cursor_target.execute(row[0])  # drop current stored_procudre 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()
                raise

    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):
    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)
    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]))

# 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:
                if (self.f != "Y"):
                    arr_table.remove(tab_name)
                    print("----------------------- warning message -----------------------")
                    print("-----------------warning: object " + tab_name + " 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 -----------------------")
                print("the target table type " + tab_name + " exists ,skiped sync table type from source")
                print("----------------------- warning message -----------------------")
                print()
                continue
        else:
            sql_script = "truncate table {0} ".format(tab_name)
            # if exists data in target table,break
            cursor_target.execute(sql_script)
            conn_target.commit()

        insert_columns = ""
        insert_columns = self.get_table_column(conn_source, tab_name)

        insert_prefix = ""

        # weather has identity column
        cursor_source.execute(r'''select 1 from sys.columns 
                                where object_id = OBJECT_ID('{0}') and is_identity =1
                                '''.format(tab_name))
        exists_identity = None
        exists_identity = cursor_source.fetchone()
        if (exists_identity):
            insert_prefix = "set identity_insert {0} on; ".format(tab_name)

        # data source
        insert_sql = ""
        values_sql = ""
        current_row = ""
        counter = 0
        sql_script = r''' select {0} from {1}   '''.format(insert_columns, tab_name)
        cursor_source.execute(sql_script)

        # create insert columns
        '''
        for field in cursor_source.description:
            insert_columns = insert_columns + str(field[0]) + ","
        insert_columns = insert_columns[0:len(insert_columns) - 1]
        '''

        insert_prefix = insert_prefix + "insert into {0} ({1}) values ".format(tab_name, insert_columns)

        for row in cursor_source.fetchall():
            counter = counter + 1
            for key in row:
                if (str(key) == "None"):
                    current_row = current_row + r''' null, '''
                else:
                    if (type(key) is datetime.datetime):
                        current_row = current_row + r''' '{0}', '''.format(str(key)[0:23])
                    elif (type(key) is str):
                        # 我槽,这里又有一个坑:https://blog.csdn.net/dadaowuque/article/details/81016127
                        current_row = current_row + r''' '{0}', '''.format(
                            key.replace("'", "''").replace('\u0000', '').replace('\x00', ''))
                    elif (type(key) is Decimal):
                        d = Decimal(key)
                        s = '{0:f}'.format(d)
                        current_row = current_row + r''' '{0}', '''.format(s)
                    elif (type(key) is bytes):
                        # print(hex(int.from_bytes(key, 'big', signed=True) ))
                        current_row = current_row + r''' {0}, '''.format(
                            hex(int.from_bytes(key, 'big', signed=False)))
                    else:
                        current_row = current_row + r''' '{0}', '''.format(key)

            current_row = current_row[0:len(current_row) - 2]  # remove the the last one char ","
            values_sql = values_sql + "(" + current_row + "),"
            current_row = ""

            # execute the one batch when
            if (counter == 1000):
                insert_sql = insert_prefix + values_sql
                insert_sql = insert_sql[0:len(insert_sql) - 1]  # remove the the last one char ","
                if (exists_identity):
                    insert_sql = insert_sql + " ;set identity_insert {0} off;".format(tab_name)
                try:
                    cursor_target.execute(insert_sql)
                except:
                    print(
                        "----------------------error " + tab_name + " data synced failed-------------------------")
                    raise

                conn_target.commit()
                insert_sql = ""
                values_sql = ""
                current_row = ""
                counter = 0
                print(time.strftime("%Y-%m-%d %H:%M:%S",
                                    time.localtime()) + "*************** " + self.format_object_name(
                    tab_name) +" "+ str(1000) + " rows synced *************")

        if (values_sql):
            insert_sql = insert_prefix + values_sql
            insert_sql = insert_sql[0:len(insert_sql) - 1]  # remove the the last one char ","
            if (exists_identity):
                insert_sql = insert_sql + " ; set identity_insert {0} off;".format(tab_name)
            # execute the last batch
            try:
                cursor_target.execute(insert_sql)
            except:
                print("------------------error " + tab_name + " data synced failed------------------------")
                raise

            conn_target.commit()
            insert_sql = ""
            values_sql = ""
            current_row = ""
            print(time.strftime("%Y-%m-%d %H:%M:%S",
                                time.localtime()) + "*************** " + self.format_object_name(tab_name) +" "+ str(
                counter) + " rows synced *************")
            print(time.strftime("%Y-%m-%d %H:%M:%S",
                                time.localtime()) + "----------------synced " + self.format_object_name(tab_name) + " data finished---------------")
            print()
    cursor_source.close()
    conn_source.close()
    cursor_target.close()
    conn_target.close()

def sync_dependent_object(self, obj_name):
    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()
    '''
    find dependent objects
    if exists dependent objects,sync Dependent objects objects in advance
    '''
    sql_check_dependent = r'''              
                         SELECT * FROM
                        (
                            SELECT
                            distinct rtrim(lower(s.type)) COLLATE  Chinese_PRC_CI_AS as obj_type, QUOTENAME(d.referenced_schema_name)+'.'+QUOTENAME(d.referenced_entity_name) COLLATE  Chinese_PRC_CI_AS as obj
                            FROM sys.dm_sql_referenced_entities('{0}','OBJECT')  as d
                                inner join sys.sysobjects s on s.id = d.referenced_id
                            union all
                            SELECT
                            distinct rtrim(lower(d.referenced_class_desc)) COLLATE  Chinese_PRC_CI_AS  as obj_type,QUOTENAME(d.referenced_schema_name)+'.'+QUOTENAME(d.referenced_entity_name) COLLATE  Chinese_PRC_CI_AS as obj
                            FROM sys.dm_sql_referenced_entities('{0}','OBJECT')  as d
                                inner join sys.types s on s.user_type_id = d.referenced_id
                        )t
                         '''.format(self.format_object_name(obj_name))

    cursor_source.execute(sql_check_dependent)
    result = cursor_source.fetchall()
    for row in result:
        if row[1]:
            if (row[0] == "u"):
                if (row[1]):
                    self.sync_table_schema_byname(row[1])
            elif (row[0] == "fn" or row[0] == "if"):
                if (row[1]):
                    self.sync_procudre_by_name("f", row[1])
            elif (row[0] == "type"):
                if (row[1]):
                    self.sync_table_variable(row[1])

def sync_procudre_by_name(self, type, obj_name):
    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(obj_name))) == 0:
        print("---------------warning: object " + obj_name + " not existing in source database ----------------")

    if (self.exits_object(conn_target, self.format_object_name(obj_name))) > 0:
        if (self.f != "Y"):
            print("---------------warning: object " + obj_name + " not existing in source database ----------------")
            return

    ''' 
    本来想直接生成删除语句的:    
    这里有一个该死的转义,怎么都弄不好,中午先去吃饭吧,
    下午回来想了一下,换一种方式,不要死磕转义问题了
    sql_script =  
                select
                'if object_id('+''''+QUOTENAME(schema_name(uid))+ '' + QUOTENAME(name)+''''+') is not null '
                +' drop proc '+QUOTENAME(schema_name(uid))+ '.' + QUOTENAME(name) ,
                OBJECT_DEFINITION(id)
                from sys.sysobjects where xtype = 'P' and  uid not in (16,19)

    '''
    sql_script = r'''
                select
                QUOTENAME(schema_name(uid))+'.'+QUOTENAME(name),
                OBJECT_DEFINITION(id)
                from sys.sysobjects where xtype in ('P','IF','FN') and  uid not in (16,19)
              '''
    if (obj_name):
        sql_script = sql_script + " and  QUOTENAME(schema_name(uid))+ '.' + QUOTENAME(name) ='{}' ".format(
            self.format_object_name(obj_name))

    cursor_source.execute(sql_script)
    for row in cursor_source.fetchall():
        try:
            if type == "f":
                sql_script = r'''
                                         if object_id('{0}') is not null  
                                         drop function {0}
                                         '''.format(self.format_object_name(row[0]))
            elif type == "p":
                sql_script = r'''
                                         if object_id('{0}') is not null  
                                         drop proc {0}
                                         '''.format(self.format_object_name(row[0]))
            cursor_target.execute(sql_script)  # drop current stored_procudre if exists
            conn_target.commit()
            # sync object it self
            cursor_target.execute(str(row[1]))  # execute create stored_procudre script
            conn_target.commit()
            print("*************sync sp: " + self.format_object_name(row[0]) + " finished *****************")
        except:
            print("------------------  sync "+row[0]+"sp error --------------------------")

    cursor_source.close()
    conn_source.close()
    cursor_target.close()
    conn_target.close()

def sync_procudre(self, type):
    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.s_obj):
        for proc_name in self.s_obj.split(","):
            self.sync_dependent_object(proc_name)
            self.sync_procudre_by_name(type, proc_name)
    # sync all sp and function
    else:
        sql_script = r'''
                    select
                    QUOTENAME(schema_name(uid))+'.'+QUOTENAME(name),
                    OBJECT_DEFINITION(id)
                    from sys.sysobjects where xtype = upper('{0}') and  uid not in (16,19)
                 '''.format(type)
        cursor_source.execute(sql_script)
        for row in cursor_source.fetchall():
            self.sync_dependent_object(row[0])
            self.sync_procudre_by_name(type, row[0])

if name == "main":

'''
sync = SyncDatabaseObject(s_h="127.0.0.1",
                          s_i = "sql2017",
                          s_P = 49744,
                          s_d="DB01",

                          t_h="127.0.0.1",
                          t_i="sql2017",
                          t_P=49744,
                          t_d="DB02",

                          s_obj_type = "sp",
                          s_obj = "dbo.sp_test01",

                          f="Y")
sync.sync_procudre("p")
'''

p_s_h = ""
p_s_i = "MSSQL"
p_s_P = 1433
p_s_d = ""

p_s_u = None
p_s_p = None

p_s_obj = ""
p_type = ""

p_t_s = ""
p_t_i = "MSSQL"
p_t_P = "1433"
p_t_d = ""

p_t_u = None
p_t_p = None

# force overwrite target database object,default not force cover target database object
p_f = "N"

# sync obj type table|sp
p_obj_type = None
# sync whick database object
p_obj = None

if len(sys.argv) == 1:
    print(usage)
    sys.exit(1)
elif sys.argv[1] == '--help':
    print(usage)
    sys.exit()
elif len(sys.argv) >= 2:
    for i in sys.argv[1:]:
        _argv = i.split('=')

        # source server name
        if _argv[0] == '-s_h':
            p_s_h = _argv[1]
        # source server instance name
        if _argv[0] == '-s_i':
            if (_argv[1]):
                p_s_i = _argv[1]
        # source server instance PORT
        if _argv[0] == '-s_P':
            if (_argv[1]):
                p_s_P = _argv[1]
        # source database name
        if _argv[0] == '-s_d':
            p_s_d = _argv[1]

        if _argv[0] == '-s_u':
            p_s_u = _argv[1]

        if _argv[0] == '-s_p':
            p_s_p = _argv[1]

        if _argv[0] == '-t_h':
            p_t_h = _argv[1]

        if _argv[0] == '-t_i':
            if (_argv[1]):
                p_t_i = _argv[1]

        if _argv[0] == '-t_P':
            if (_argv[1]):
                p_t_P = _argv[1]

        if _argv[0] == '-t_d':
            p_t_d = _argv[1]

        if _argv[0] == '-t_u':
            p_t_u = _argv[1]

        if _argv[0] == '-t_p':
            p_t_p = _argv[1]

        if _argv[0] == '-f':
            if (_argv[1]):
                p_f = _argv[1]

        # object type
        if _argv[0] == '-obj_type':
            if not (_argv[1]):
                print("-obj_type can not be null (-obj=tab|-obj=sp|-obj=fn|-obj=type)")
                exit(0)
            else:
                p_obj_type = _argv[1]

        # object name
        if _argv[0] == '-obj':
            if (_argv[1]):
                p_obj = _argv[1]

    # require para
    if p_s_h.strip() == "":
        print("source server host cannot be null")
        exit(0)
    if p_s_d.strip() == "":
        print("source server host database name cannot be null")
        exit(0)

    if p_t_h.strip() == "":
        print("target server host cannot be null")
        exit(0)

    if p_t_d.strip() == "":
        print("target server host database name cannot be null")
        exit(0)

    sync = SyncDatabaseObject(s_h=p_s_h,
                              s_i=p_s_i,
                              s_P=p_s_P,
                              s_d=p_s_d,
                              s_u=p_s_u,
                              s_p=p_s_p,

                              s_obj=p_obj,

                              t_h=p_t_h,
                              t_i=p_t_i,
                              t_P=p_t_P,
                              t_d=p_t_d,
                              t_u=p_t_u,
                              t_p=p_t_p,

                              f=p_f)

    sync.validated_connect(p_s_h, p_s_i, p_s_P, p_s_d, p_s_u, p_s_p)
    sync.validated_connect(p_t_h, p_t_i, p_t_P, p_t_d, p_t_u, p_t_p)

    if(p_f.upper()=="Y"):
        confirm = input("confirm you want to overwrite the target object? ")
        if confirm.upper() != "Y":
            exit(0)

    print("-------------------------- sync begin ----------------------------------")
    print()

    if (p_obj_type == "tab"):
        # sync schema
        sync.sync_schema()
        # sync table schema
        sync.sync_table_schema()
        # sync data
        sync.sync_table_data()
    elif (p_obj_type == "sp"):
        # sync schema
        sync.sync_schema()
        # sync sp
        sync.sync_procudre("p")
    elif (p_obj_type == "fn"):
        # sync schema
        sync.sync_schema()
        # sync sp
        sync.sync_procudre("fn")
    elif (p_obj_type == "tp"):
        # sync schema
        sync.sync_schema()
        # sync sp
        sync.sync_table_variable(None)
    else:
        print("-obj_type is not validated")
    print()
    print("-------------------------- sync finish ----------------------------------")</pre>
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