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[Hbase] python实现redis客户端单例+hbase客户端单例

数据库 数据库 发布于:2021-06-30 16:26 | 阅读数:370 | 评论:0

  当业务需要大量去连接redis或者hbase的时候,大量的连接会造成socket的大量占用,导致的结果就是服务器没有更多的端口去分配,这种情况下的最好解决方案就是实现客户端连接的单例模式,保持连接永远是同一个。说到这,可能大家没有经历过,如果在每秒钟插入4000条数据的话,这个现象就非常明显了。下面就实现下python实现操作redis+hbase单例模式,有很多改进之处,根据自己业务进行调整,可以通过打印实例的ID进行验证:
import happybase
import redis
class _RedisMgrSingleton(type):
  '''redis的单例'''
  def __init__(self, name, bases, dict):
    super(_RedisMgrSingleton, self).__init__(name, bases, dict)
    self._instance = {}
  def __call__(self, host,port,db):
    if not self._instance.has_key((host,port,db)):
      self._instance[(host,port,db)] = super(_RedisMgrSingleton, self).__call__(host,port,db)
    return self._instance[(host,port,db )]

class HbaseSingleton(type):
  '''hbase的单例'''
  def __init__(self, name, bases, dict):
    super(HbaseSingleton, self).__init__(name, bases, dict)
    self._instance = {}
  def __call__(self, host,table):
    if not self._instance.has_key((host,table)):
      self._instance[(host,table)] = super(HbaseSingleton, self).__call__(host,table)
    return self._instance[(host,table)]

class RedisMgr:
  "redis操作专用类"
  def  __init__(self,host,port,db,max_connections=3):
    "eg:  host  '192.168.2.184'   port  6379  db   14"
    self.host=host
    self.port=port
    self.db=db
    self.conn=redis.Redis(connection_pool= redis.ConnectionPool(host=host,port=port,db=db,max_connections=max_connections))
  def run_redis_fun(self,funname,*args):
    fun=getattr(self.conn,funname)
    print args
    return  fun(*args)
  def pipe(self):
    return self.conn.pipeline(transaction=False)
  __metaclass__ = _RedisMgrSingleton    #元类实现单例



class HbaseOperate(object):
  def __init__(self,host,table):
    self.host = host
    self.table = table
    self.conn = happybase.Connection(self.host)
    self.table = self.conn.table(self.table)

  def run(self,fun,*args):
    # result =self.table.row(*args)
    funname = getattr(self.table,fun)
    return funname(*args)
  def cells(self,column,info,version):
    return self.table.cells(column,info,versions=version)
  __metaclass__ = HbaseSingleton    #元类实现单例



conn = HbaseOperate('xxx.xx.11.8',"history_visitor_product")
result = conn.cells('chenhuachao','info:visiotr',3)
print result
print "第一次",id(conn)
conn1 = HbaseOperate('xxx.xxx.11.8',"history_visitor_product")
result1= conn1.cells('chenhuachao','info:visiotr',6)
print result1
print "第二次",id(conn1)
#output
['test10', 'test9', 'test97']
第一次 38014896
['test10', 'test9', 'test97', 'test17', 'test1345\n']
第二次 38014896
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