1. Overview
Apache ZooKeeper is a distributed coordination service which eases the development of distributed applications. It’s used by projects like Apache Hadoop, HBase and others for different use cases like leader election, configuration management, node coordination, server lease management, etc.
Nodes within ZooKeeper cluster store their data in a shared hierarchal namespace which is similar to a standard file system or a tree data structure.
In this article, we’ll explore how to use Java API of Apache Zookeeper to store, update and delete information stored within ZooKeeper.
2. Setup
The latest version of the Apache ZooKeeper Java library can be found here:
<dependency>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
<version>3.4.11</version>
</dependency>
3. ZooKeeper Data Model – ZNode
ZooKeeper has a hierarchal namespace, much like a distributed file system where it stores coordination data like status information, coordination information, location information, etc. This information is stored on different nodes.
Every node in a ZooKeeper tree is referred to as ZNode.
Each ZNode maintains version numbers and timestamps for any data or ACL changes. Also, this allows ZooKeeper to validate the cache and to coordinate updates.
4. Installation
4.1. Installation
Latest ZooKeeper release can be downloaded from here. Before doing that we need to make sure we meet the system requirements described here.
4.2. Standalone Mode
For this article, we’ll be running ZooKeeper in a standalone mode as it requires minimal configuration. Follow the steps described in the documentation here.
Note: In standalone mode, there’s no replication so if ZooKeeper process fails, the service will go down.
5. ZooKeeper CLI Examples
We’ll now use the ZooKeeper Command Line Interface (CLI) to interact with ZooKeeper:
bin/zkCli.sh -server 127.0.0.1:2181
Above command starts a standalone instance locally. Let’s now look at how to create a ZNode and store information within ZooKeeper:
[zk: localhost:2181(CONNECTED) 0] create /MyFirstZNode ZNodeVal Created /FirstZnode
We just created a ZNode ‘MyFirstZNode’ at the root of ZooKeeper hierarchical namespace and written ‘ZNodeVal’ to it.
Since we’ve not passed any flag, a created ZNode will be persistent.
Let’s now issue a ‘get’ command to fetch the data as well as metadata associated with a ZNode:
[zk: localhost:2181(CONNECTED) 1] get /FirstZnode “Myfirstzookeeper-app” cZxid = 0x7f ctime = Sun Feb 18 16:15:47 IST 2018 mZxid = 0x7f mtime = Sun Feb 18 16:15:47 IST 2018 pZxid = 0x7f cversion = 0 dataVersion = 0 aclVersion = 0 ephemeralOwner = 0x0 dataLength = 22 numChildren = 0
We can update the data of an existing ZNode using the set operation.
For example:
set /MyFirstZNode ZNodeValUpdated
This will update the data at MyFirstZNode from ZNodeVal to ZNodeValUpdated.
6. ZooKeeper Java API Example
Let’s now look at Zookeeper Java API and create a node, update the node and retrieve some data.
6.1. Java Packages
The ZooKeeper Java bindings are composed mainly of two Java packages:
- org.apache.zookeeper: which defines the main class of the ZooKeeper client library along with many static definitions of the ZooKeeper event types and states
- org.apache.zookeeper.data: that defines the characteristics associated with ZNodes, such as Access Control Lists (ACL), IDs, stats, and so on
There’s also ZooKeeper Java APIs are used in server implementation such as org.apache.zookeeper.server, org.apache.zookeeper.server.quorum, and org.apache.zookeeper.server.upgrade.
However, they’re beyond the scope of this article.
6.2. Connecting to a ZooKeeper Instance
Let’s now create ZKConnection class which will be used to connect and disconnect from an already running ZooKeeper:
public class ZKConnection {
private ZooKeeper zoo;
CountDownLatch connectionLatch = new CountDownLatch(1);
// ...
public ZooKeeper connect(String host)
throws IOException,
InterruptedException {
zoo = new ZooKeeper(host, 2000, new Watcher() {
public void process(WatchedEvent we) {
if (we.getState() == KeeperState.SyncConnected) {
connectionLatch.countDown();
}
}
});
connectionLatch.await();
return zoo;
}
public void close() throws InterruptedException {
zoo.close();
}
}
To use a ZooKeeper service, an application must first instantiate an object of ZooKeeper class, which is the main class of ZooKeeper client library.
In connect method, we’re instantiating an instance of ZooKeeper class. Also, we’ve registered a callback method to process the WatchedEvent from ZooKeeper for connection acceptance and accordingly finish the connect method using countdown method of CountDownLatch.
Once a connection to a server is established, a session ID gets assigned to the client. To keep the session valid, the client should periodically send heartbeats to the server.
The client application can call ZooKeeper APIs as long as its session ID remains valid.
6.3. Client Operations
We’ll now create a ZKManager interface which exposes different operations like creating a ZNode and saving some data, fetching and updating the ZNode Data:
public interface ZKManager {
public void create(String path, byte[] data)
throws KeeperException, InterruptedException;
public Object getZNodeData(String path, boolean watchFlag);
public void update(String path, byte[] data)
throws KeeperException, InterruptedException;
}
Let’s now look at the implementation of the above interface:
public class ZKManagerImpl implements ZKManager {
private static ZooKeeper zkeeper;
private static ZKConnection zkConnection;
public ZKManagerImpl() {
initialize();
}
private void initialize() {
zkConnection = new ZKConnection();
zkeeper = zkConnection.connect("localhost");
}
public void closeConnection() {
zkConnection.close();
}
public void create(String path, byte[] data)
throws KeeperException,
InterruptedException {
zkeeper.create(
path,
data,
ZooDefs.Ids.OPEN_ACL_UNSAFE,
CreateMode.PERSISTENT);
}
public Object getZNodeData(String path, boolean watchFlag)
throws KeeperException,
InterruptedException {
byte[] b = null;
b = zkeeper.getData(path, null, null);
return new String(b, "UTF-8");
}
public void update(String path, byte[] data) throws KeeperException,
InterruptedException {
int version = zkeeper.exists(path, true).getVersion();
zkeeper.setData(path, data, version);
}
}
In the above code, connect and disconnect calls are delegated to the earlier created ZKConnection class. Our create method is used to create a ZNode at given path from the byte array data. For demonstration purpose only, we’ve kept ACL completely open.
Once created, the ZNode is persistent and doesn’t get deleted when the client disconnects.
The logic to fetch ZNode data from ZooKeeper in our getZNodeData method is quite straightforward. Finally, with the update method, we’re checking the presence of ZNode on given path and fetching it if it exists.
Beyond that, for updating the data, we first check for ZNode existence and get the current version. Then, we invoke the setData method with the path of ZNode, data and current version as parameters. ZooKeeper will update the data only if the passed version matches with the latest version.
7. Conclusion
When developing distributed applications, Apache ZooKeeper plays a critical role as a distributed coordination service. Specifically for use cases like storing shared configuration, electing the master node, and so on.
ZooKeeper also provides an elegant Java-based API’s to be used in client-side application code for seamless communication with ZooKeeper ZNodes.
And as always, all sources for this tutorial can be found over on Github.