每天迁移MySQL历史数据到历史库Python脚本

 更新时间:2018年04月13日 08:35:10   作者:oeleven123456789  
这篇文章主要为大家详细介绍了Python实现每天迁移MySQL历史数据到历史库的脚本,具有一定的参考价值,感兴趣的小伙伴们可以参考一下

本文实例为大家分享了Python每天迁移MySQL历史数据到历史库的具体代码,供大家参考,具体内容如下

#!/usr/bin/env python 
# coding:utf-8 
__author__ = 'John' 
 

import MySQLdb 
import sys 
import datetime 
import time 
 
class ClassMigrate(object): 
  def _get_argv(self): 
    self.usage = """ 
      usage(): 
      python daily_migration.py --source=192.168.1.4:3306/db_name:tab_name/proxy/password \\ 
                    --dest=192.168.1.150:13301/db_name_archive:tab_name_201601/proxy/password \\ 
                    --delete_strategy=delete --primary_key=auto_id --date_col=ut --time_interval=180 
      """ 
    if len(sys.argv) == 1: 
      print self.usage 
      sys.exit(1) 
    elif sys.argv[1] == '--help' or sys.argv[1] == '-h': 
        print self.usage 
        sys.exit() 
    elif len(sys.argv) > 2: 
      for i in sys.argv[1:]: 
        _argv = i.split('=') 
        if _argv[0] == '--source': 
          _list = _argv[1].split('/') 
          self.source_host = _list[0].split(':')[0] 
          self.source_port = int(_list[0].split(':')[1]) 
          self.source_db = _list[1].split(':')[0] 
          self.source_tab = _list[1].split(':')[1] 
          self.source_user = _list[2] 
          self.source_password = _list[3] 
        elif _argv[0] == '--dest': 
          _list = _argv[1].split('/') 
          self.dest_host = _list[0].split(':')[0] 
          self.dest_port = int(_list[0].split(':')[1]) 
          self.dest_db = _list[1].split(':')[0] 
          self.dest_tab = _list[1].split(':')[1] 
          self.dest_user = _list[2] 
          self.dest_password = _list[3] 
        elif _argv[0] == '--delete_strategy': 
          self.deleteStrategy = _argv[1] 
          if self.deleteStrategy not in ('delete', 'drop'): 
            print (self.usage) 
            sys.exit(1) 
        elif _argv[0] == '--primary_key': 
          self.pk = _argv[1] 
        elif _argv[0] == '--date_col': 
          self.date_col = _argv[1] 
        elif _argv[0] == '--time_interval': 
          self.interval = _argv[1] 
        else: 
          print (self.usage) 
          sys.exit(1) 
 
  def __init__(self): 
    self._get_argv() 
## -------------------------------------------------------------------- 
    self.sourcedb_conn_str = MySQLdb.connect(host=self.source_host, port=self.source_port, user=self.source_user, passwd=self.source_password, db=self.source_db, charset='utf8') 
    self.sourcedb_conn_str.autocommit(True) 
    self.destdb_conn_str = MySQLdb.connect(host=self.dest_host, port=self.dest_port, user=self.dest_user, passwd=self.dest_password, db=self.dest_db, charset='utf8') 
    self.destdb_conn_str.autocommit(True) 
## -------------------------------------------------------------------- 
    self.template_tab = self.source_tab + '_template' 
    self.step_size = 20000 
## -------------------------------------------------------------------- 
    self._migCompleteState = False 
    self._deleteCompleteState = False 
## -------------------------------------------------------------------- 
    self.source_cnt = '' 
    self.source_min_id = '' 
    self.source_max_id = '' 
    self.source_checksum = '' 
    self.dest_cn = '' 
## -------------------------------------------------------------------- 
    self.today = time.strftime("%Y-%m-%d") 
    # self.today = '2016-05-30 09:59:40' 

def sourcedb_query(self, sql, sql_type): 
    try: 
      cr = self.sourcedb_conn_str.cursor() 
      cr.execute(sql) 
      if sql_type == 'select': 
        return cr.fetchall() 
      elif sql_type == 'dml': 
        rows = self.sourcedb_conn_str.affected_rows() 
        return rows 
      else: 
        return True 
    except Exception, e: 
      print (str(e) + "<br>") 
      return False 
    finally: 
      cr.close() 

  def destdb_query(self, sql, sql_type, values=''): 
    try: 
      cr = self.destdb_conn_str.cursor() 
      if sql_type == 'select': 
        cr.execute(sql) 
        return cr.fetchall() 
      elif sql_type == 'insertmany': 
        cr.executemany(sql, values) 
        rows = self.destdb_conn_str.affected_rows() 
        return rows 
      else: 
        cr.execute(sql) 
        return True 
    except Exception, e: 
      print (str(e) + "<br>") 
      return False 
    finally: 
      cr.close() 
 
 def create_table_from_source(self): 
    '''''因为tab_name表的数据需要迁移到archive引擎表,所以不适合使用这种方式。 预留作其他用途。''' 
    try: 
      sql = "show create table %s;" % self.source_tab 
      create_str = self.sourcedb_query(sql, 'select')[0][1] 
      create_str = create_str.replace('CREATE TABLE', 'CREATE TABLE IF NOT EXISTS') 
      self.destdb_query(create_str, 'ddl') 
      return True 
    except Exception, e: 
      print (str(e) + "<br>") 
      return False 

  def create_table_from_template(self): 
    try: 
      sql = 'CREATE TABLE IF NOT EXISTS %s like %s;' % (self.dest_tab, self.template_tab) 
      state = self.destdb_query(sql, 'ddl') 
      if state: 
        return True 
      else: 
        return False 
    except Exception, e: 
      print (str(e + "<br>") + "<br>") 
      return False 

  def get_min_max(self): 
    """ 创建目标表、并获取源表需要迁移的总条数、最小id、最大id """ 
    try: 
      print ("\nStarting Migrate at -- %s <br>") % (datetime.datetime.now().__str__()) 
      sql = """select count(*),IFNULL(min(%s),-1),IFNULL(max(%s),-1) from %s where %s >= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 00:00:00') \ 
           and %s <= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 23:59:59') """ \ 
            % (self.pk, self.pk, self.source_tab, self.date_col, self.today, self.interval, self.date_col, self.today, self.interval) 
      q = self.sourcedb_query(sql, 'select') 
      self.source_cnt = q[0][0] 
      self.source_min_id = q[0][1] 
      self.source_max_id = q[0][2] 
      self.source_checksum = str(self.source_cnt) + '_' + str(self.source_min_id) + '_' + str(self.source_max_id) 
      if self.source_cnt == 0 or self.source_min_id == -1 or self.source_max_id == -1: 
        print ("There is 0 record in source table been matched! <br>") 
        return False 
      else: 
        return True 
    except Exception, e: 
      print (str(e) + "<br>") 
      return False 
 
  def migrate_2_destdb(self): 
    try: 
      get_min_max_id = self.get_min_max() 
      if get_min_max_id: 
        k = self.source_min_id 
        desc_sql = "desc %s;" % self.source_tab 
        # self.filed = [] 
        cols = self.sourcedb_query(desc_sql, 'select') 
        # for j in cols: 
        #   self.filed.append(j[0]) 
        fileds = "%s," * len(cols) # 源表有多少个字段,就拼凑多少个%s,拼接到insert语句 
        fileds = fileds.rstrip(',') 
        while k <= self.source_max_id: 
          sql = """select * from %s where %s >= %d and %s< %d \ 
               and %s >= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 00:00:00') \ 
               and %s <= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 23:59:59') """\ 
             % (self.source_tab, self.pk, k, self.pk, k+self.step_size, self.date_col, self.today, self.interval, self.date_col, self.today, self.interval) 
          print ("\n%s <br>") % sql 
          starttime = datetime.datetime.now() 
          results = self.sourcedb_query(sql, 'select') 
          insert_sql = "insert into " + self.dest_tab + " values (%s)" % fileds 
          rows = self.destdb_query(insert_sql, 'insertmany', results) 
          if rows == False: 
            print ("Insert failed!! <br>") 
          else: 
            print ("Inserted %s rows. <br>") % rows 
          endtime = datetime.datetime.now() 
          timeinterval = endtime - starttime 
          print("Elapsed :" + str(timeinterval.seconds) + '.' + str(timeinterval.microseconds) + " seconds <br>") 
          k += self.step_size 
        print ("\nInsert complete at -- %s <br>") % (datetime.datetime.now().__str__()) 
        return True 
      else: 
        return False 
    except Exception, e: 
      print (str(e) + "<br>") 
      return False 
  
  def verify_total_cnt(self): 
    try: 
      sql = """select count(*),IFNULL(min(%s),-1),IFNULL(max(%s),-1) from %s where %s >= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 00:00:00') \ 
           and %s <= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 23:59:59') """ \ 
            % (self.pk, self.pk, self.dest_tab, self.date_col, self.today, self.interval, self.date_col, self.today, self.interval) 
      dest_result = self.destdb_query(sql, 'select') 
      self.dest_cnt = dest_result[0][0] 
      dest_checksum = str(self.dest_cnt) + '_' + str(dest_result[0][1]) + '_' + str(dest_result[0][2]) 
      print ("source_checksum: %s, dest_checksum: %s <br>") % (self.source_checksum, dest_checksum) 
      if self.source_cnt == dest_result[0][0] and dest_result[0][0] != 0 and self.source_checksum == dest_checksum: 
        self._migCompleteState = True 
        print ("Verify successfully !!<br>") 
      else: 
        print ("Verify failed !!<br>") 
        sys.exit(77) 
    except Exception, e: 
      print (str(e) + "<br>") 
  
  def drop_daily_partition(self): 
    try: 
      if self._migCompleteState: 
        sql = """explain partitions select * from %s where %s >= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 00:00:00') 
               and %s <= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 23:59:59') """\ 
             % (self.source_tab, self.date_col, self.today, self.interval, self.date_col, self.today, self.interval) 
        partition_name = self.sourcedb_query(sql, 'select') 
        partition_name = partition_name[0][3] 
 
 
 
 
        sql = """select count(*),IFNULL(min(%s),-1),IFNULL(max(%s),-1) from %s partition (%s)""" \ 
            % (self.pk, self.pk, self.source_tab, partition_name) 
        q = self.sourcedb_query(sql, 'select') 
        source_cnt = q[0][0] 
        source_min_id = q[0][1] 
        source_max_id = q[0][2] 
        checksum = str(source_cnt) + '_' + str(source_min_id) + '_' + str(source_max_id) 
        if source_cnt == 0 or source_min_id == -1 or source_max_id == -1: 
          print ("There is 0 record in source PARTITION been matched! <br>") 
        else: 
          if checksum == self.source_checksum: 
            drop_par_sql = "alter table %s drop partition %s;" % (self.source_tab, partition_name) 
            droped = self.sourcedb_query(drop_par_sql, 'ddl') 
            if droped: 
              print (drop_par_sql + " <br>") 
              print ("\nDrop partition complete at -- %s <br>") % (datetime.datetime.now().__str__()) 
              self._deleteCompleteState = True 
            else: 
              print (drop_par_sql + " <br>") 
              print ("Drop partition failed.. <br>") 
          else: 
            print ("The partition %s checksum failed !! Drop failed !!") % partition_name 
            sys.exit(77) 
    except Exception, e: 
      print (str(e) + "<br>") 
 
  def delete_data(self): 
    try: 
      if self._migCompleteState: 
        k = self.source_min_id 
        while k <= self.source_max_id: 
          sql = """delete from %s where %s >= %d and %s< %d \ 
               and %s >= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 00:00:00') \ 
               and %s <= CONCAT(DATE_FORMAT(DATE_ADD('%s', INTERVAL -%s day),'%%Y-%%m-%%d'), ' 23:59:59') """ \ 
             % (self.source_tab, self.pk, k, self.pk, k+self.step_size, self.date_col, self.today, self.interval, self.date_col, self.today, self.interval) 
          print ("\n%s <br>") % sql 
          starttime = datetime.datetime.now() 
          rows = self.sourcedb_query(sql, 'dml') 
          if rows == False: 
            print ("Delete failed!! <br>") 
          else: 
            print ("Deleted %s rows. <br>") % rows 
          endtime = datetime.datetime.now() 
          timeinterval = endtime - starttime 
          print("Elapsed :" + str(timeinterval.seconds) + '.' + str(timeinterval.microseconds) + " seconds <br>") 
          time.sleep(1) 
          k += self.step_size 
        print ("\nDelete complete at -- %s <br>") % (datetime.datetime.now().__str__()) 
        self._deleteCompleteState = True 
    except Exception, e: 
      print (str(e) + "<br>") 
       
  def do(self): 
    tab_create = self.create_table_from_template() 
    if tab_create: 
      migration = self.migrate_2_destdb() 
      if migration: 
        self.verify_total_cnt() 
        if self._migCompleteState: 
          if self.deleteStrategy == 'drop': 
            self.drop_daily_partition() 
          else: 
            self.delete_data() 
          print ("\n<br>") 
          print ("====="*5 + '<br>') 
          print ("source_total_cnt: %s <br>") % self.source_cnt 
          print ("dest_total_cnt: %s <br>") % self.dest_cnt 
          print ("====="*5 + '<br>') 
          if self._deleteCompleteState: 
            print ("\nFinal result: Successfully !! <br>") 
            sys.exit(88) 
          else: 
            print ("\nFinal result: Failed !! <br>") 
            sys.exit(254) 
    else: 
      print ("Create table failed ! Exiting. . .") 
      sys.exit(255) 
  
f = ClassMigrate() 
f.do() 

以上就是本文的全部内容,希望对大家的学习有所帮助,也希望大家多多支持脚本之家。

相关文章

  • OpenCV实现去除背景识别的方法总结

    OpenCV实现去除背景识别的方法总结

    这篇文章主要为大家详细介绍了如何利用OpenCV实现去除背景识别的功能,文中为大家总结了一些方法,感兴趣的小伙伴快跟随小编一起学习一下
    2022-10-10
  • Python实现随机密码生成器实例

    Python实现随机密码生成器实例

    这篇文章主要介绍了Python实现随机密码生成器实例,string.printable是string中的可打印字符,用strip函数首尾去掉空格,random模块用来取字符,random.choice随机取字符,将随机取出的字符与password空字符串进行拼接,最后用print输出,需要的朋友可以参考下
    2023-09-09
  • 使用Python脚本生成随机IP的简单方法

    使用Python脚本生成随机IP的简单方法

    这篇文章主要介绍了使用Python脚本生成随机IP的简单方法,并且可以自己设定IP数值范围,需要的朋友可以参考下
    2015-07-07
  • 详解利用装饰器扩展Python计时器

    详解利用装饰器扩展Python计时器

    在本文中,云朵君将和大家一起了解装饰器的工作原理,如何将我们之前定义的定时器类 Timer 扩展为装饰器,以及如何简化计时功能,感兴趣的可以了解一下
    2022-06-06
  • 浅谈Python中用datetime包进行对时间的一些操作

    浅谈Python中用datetime包进行对时间的一些操作

    下面小编就为大家带来一篇浅谈Python中用datetime包进行对时间的一些操作。小编觉得挺不错的,现在就分享给大家,也给大家做个参考。一起跟随小编过来看看吧
    2016-06-06
  • 如何测试Python网站的访问速度,并且优化Python网站的性能

    如何测试Python网站的访问速度,并且优化Python网站的性能

    本文使用网络工具和Python测速库进行测试Python网站的访问速度,通过优化代码性能和优化服务器性能以及优化数据库性能等有针对性地优化Python网站的性能
    2024-01-01
  • python 3.6 +pyMysql 操作mysql数据库(实例讲解)

    python 3.6 +pyMysql 操作mysql数据库(实例讲解)

    下面小编就为大家分享一篇python 3.6 +pyMysql 操作mysql数据库的实例讲解,具有很好的参考价值,希望对大家有所帮助。一起跟随小编过来看看吧
    2017-12-12
  • 解决Tkinter中button按钮未按却主动执行command函数的问题

    解决Tkinter中button按钮未按却主动执行command函数的问题

    这篇文章主要介绍了解决Tkinter中button按钮未按却主动执行command函数的问题,具有很好的参考价值,希望对大家有所帮助。如有错误或未考虑完全的地方,望不吝赐教
    2021-05-05
  • Python使用turtle和matplotlib绘制圆和爱心的示例代码

    Python使用turtle和matplotlib绘制圆和爱心的示例代码

    这篇文章主要是带大家用Python的turtle和matplotlib画出圆满和爱心,文中的示例代码讲解的非常详细,对我们学习Python有一定帮助,感兴趣的可以了解一下
    2023-06-06
  • 详解一种用django_cache实现分布式锁的方式

    详解一种用django_cache实现分布式锁的方式

    这篇文章主要介绍了详解一种用django_cache实现分布式锁的方式,文中通过示例代码介绍的非常详细,对大家的学习或者工作具有一定的参考学习价值,需要的朋友们下面随着小编来一起学习学习吧
    2019-09-09

最新评论