在python中使用zookeeper管理你的應用集群


http://www.zlovezl.cn/articles/40/

簡介:

  Zookeeper 分布式服務框架是 Apache Hadoop 的一個子項目,它主要是用來解決分布式應用中經常遇到的一些數據管理問題,如:統一命名服務、狀態同步服務、集群管理、分布式應用配置項的管理等。

具體簡介可以參照這篇文章

zkpython的安裝:

python中有一個zkpython的包,是基於zookeeper的c-client開發的,所以安裝的時候需要先安裝zookeeper的c客戶端。安裝步驟如下:

# 首先下載zookeeper
wget http://labs.renren.com/apache-mirror//zookeeper/zookeeper-3.3.3/zookeeper-3.3.3.tar.gz
tar xzvf zookeeper-3.3.3.tar.gz
cd zookeeper-3.3.3/src/c/
./configure
make
make install

# 然后下載zkpython
wget http://pypi.python.org/packages/source/z/zkpython/zkpython-0.4.tar.gz#md5=3de220615aaddf57f1462b78d32477f9
tar xzvf zkpython-0.4.tar.gz
cd zkpython-0.4
python setup.py install

這樣就完成了zkpython的安裝。

一個簡單的demo:

之后讓我們來寫一個簡單的demo吧。(demo中用到的zkclient.py:https://github.com/piglei/zkpython_example/blob/master/zkclient.py

# coding: utf-8
import logging
from os.path import basename, join

from zkclient import ZKClient, zookeeper, watchmethod

logging.basicConfig(
    level = logging.DEBUG,
    format = "[%(asctime)s] %(levelname)-8s %(message)s"
)

log = logging

class GJZookeeper(object):

    ZK_HOST = "localhost:2181"
    ROOT = "/app"
    WORKERS_PATH = join(ROOT, "workers")
    MASTERS_NUM = 1
    TIMEOUT = 10000

    def __init__(self, verbose = True):
        self.VERBOSE = verbose
        self.masters = []
        self.is_master = False
        self.path = None

        self.zk = ZKClient(self.ZK_HOST, timeout = self.TIMEOUT)
        self.say("login ok!")
        # init
        self.__init_zk()
        # register
        self.register()

    def __init_zk(self):
        """
        create the zookeeper node if not exist
        """
        nodes = (self.ROOT, self.WORKERS_PATH)
        for node in nodes: 
            if not self.zk.exists(node):
                try:
                    self.zk.create(node, "")
                except:
                    pass

    @property
    def is_slave(self):
        return not self.is_master

    def register(self):
        """
        register a node for this worker
        """
        self.path = self.zk.create(self.WORKERS_PATH + "/worker", "1", flags=zookeeper.EPHEMERAL | zookeeper.SEQUENCE)
        self.path = basename(self.path)
        self.say("register ok! I'm %s" % self.path)
        # check who is the master
        self.get_master()

    def get_master(self):
        """
        get children, and check who is the smallest child
        """
        @watchmethod
        def watcher(event):
            self.say("child changed, try to get master again.")
            self.get_master()

        children = self.zk.get_children(self.WORKERS_PATH, watcher)
        children.sort()
        self.say("%s's children: %s" % (self.WORKERS_PATH, children)) 

        # check if I'm master
        self.masters = children[:self.MASTERS_NUM]
        if self.path in self.masters:
            self.is_master = True
            self.say("I've become master!")
        else:
            self.say("%s is masters, I'm slave" % self.masters)


    def say(self, msg):
        """
        print messages to screen
        """
        if self.VERBOSE:
            if self.path:
                log.info("[ %s(%s) ] %s" % (self.path, "master" if self.is_master else "slave", msg))
            else:
                log.info(msg)

def main():
    gj_zookeeper = GJZookeeper()

if __name__ == "__main__":
    main()
    import time
    time.sleep(1000)

  這個簡單的demo所做的事情,就是通過在zookeeper的/app/workers節點下建立臨時的子節點( flags=zookeeper.EPHEMERAL | zookeeper.SEQUENCE ),每次create完成之后檢查自己是不是在最小的MASTERS_NUM(例子中為1,即單master)里。如果是的話,作為master運行,否則的話,作為slave運行。

  這樣的話,當我們的master掛掉以后,與zookeeper之間的連接也會中斷,過了指定的TIMEOUT以后,master之前在worker下的子節點就會被刪除,於是slave節點之前設置的watcher會被觸發,再次檢查自己是否為master,如果是的話則完成切換。

demo運行結果:

# 第一個實例
Connected in 20 ms, handle is 0
[2011-09-09 12:40:43,702] INFO     login ok!
Node /app/workers/worker created in 4 ms
[2011-09-09 12:40:43,708] INFO     [ worker0000000022(slave) ] register ok! I'm worker0000000022
[2011-09-09 12:40:43,709] INFO     [ worker0000000022(slave) ] /app/workers's children: ['worker0000000022']
[2011-09-09 12:40:43,709] INFO     [ worker0000000022(master) ] I've become master!

# 這時再起第二個實例
Connected in 64 ms, handle is 0
[2011-09-09 12:43:08,334] INFO     login ok!
Node /app/workers/worker created in 11 ms
[2011-09-09 12:43:08,346] INFO     [ worker0000000023(slave) ] register ok! I'm worker0000000023
[2011-09-09 12:43:08,347] INFO     [ worker0000000023(slave) ] /app/workers's children: ['worker0000000022', 'worker0000000023']
[2011-09-09 12:43:08,347] INFO     [ worker0000000023(slave) ] ['worker0000000022'] is masters, I'm slave

# 殺掉master,第二個實例發生的變化
[2011-09-09 12:44:06,016] INFO     [ worker0000000023(slave) ] child changed, try to get master again.
[2011-09-09 12:44:06,017] INFO     [ worker0000000023(slave) ] /app/workers's children: ['worker0000000023']
[2011-09-09 12:44:06,017] INFO     [ worker0000000023(master) ] I've become master!

 


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