java 单机接口限流处理方案
276
2022-06-07
温馨提示
:在这里我再次提个小要求,希望大家能习惯看官方文档,文档虽然是英文但用词都比较简单,基本都能看懂文档表达的意思。授之以鱼不如授之以渔的道理相信大家都明白,也希望通过猿人谷的这个ZooKeeper系列,让大家入门、到熟悉,举一反三后能精通ZooKeeper。
在前一篇我们介绍了ZooKeeper单机版、伪集群和集群环境搭建,通过命令行的方式做了节点的创建、删除、更新、获取节点信息的测试。Zookeeper 的目的是为客户端构建复杂的协调功能提供简单、高效的核心 API,这一篇我们用Java通过ZooKeeper提供的API接口来实现这些增删改查的功能。
org.apache.zookeeper.Zookeeper
是ZooKeeper客户端的主类,在官方文档中已明确说明(This is the main class of ZooKeeper client library.)。
This is the main class of ZooKeeper client library. To use a ZooKeeper service, an application must first instantiate an object of ZooKeeper class. All the iterations will be done by calling the methods of ZooKeeper class. The methods of this class are thread-safe unless otherwise noted.
Once a connection to a server is established, a session ID is assigned to the client. The client will send heart beats to the server periodically to keep the session valid.
创建一个ZooKeeper的实例来使用org.apache.zookeeper.Zookeeper
里的方法,官方文档已经指出没有特别声明的话,ZooKeeper类里的方法是线程安全
的。客户端连接到ZooKeeper服务的时候,会给客户端分配一个会话ID(session ID),客户端与服务端会通过心跳来保持会话有效。
org.apache.zookeeper.Zookeeper
里的方法非常多,就不一一列举了,只列几个增删改查的。
|Method | Description |
|--|--|
| create(String path, byte[] data, List acl, CreateMode createMode) | Create a node with the given path. (创建指定路径的节点)|
| create(String path, byte[] data, List acl, CreateMode createMode, AsyncCallback.Create2Callback cb, Object ctx) | The asynchronous version of create.(异步形式创建) |
| create(String path, byte[] data, List acl, CreateMode createMode, Stat stat) | Create a node with the given path and returns the Stat of that node.(按指定路径创建节点并返回节点状态信息) |
| delete(String path, int version) | Delete the node with the given path.(删除指定路径的节点) |
| delete(String path, int version, AsyncCallback.VoidCallback cb, Object ctx) | The asynchronous version of delete.(异步删除指定路径的节点) |
| exists(String path, boolean watch) | Return the stat of the node of the given path.(返回指定路径的节点状态信息) |
| getChildren(String path, boolean watch) | Return the list of the children of the node of the given path.(返回指定路径的所有子节点状态信息) |
| getData(String path, boolean watch, Stat stat) | Return the data and the stat of the node of the given path.(返回指定路径的节点数据和状态信息) |
| setData(String path, byte[] data, int version) | Set the data for the node of the given path if such a node exists and the given version matches the version of the node (if the given version is -1, it matches any node's versions).(给指定路径和版本的节点设置新值,如版本为-1,即给所有版本设置值) |
这里新建一个Spring Boot的项目来进行测试,新建Spring Boot项目的过程很简单,也不是这里的重点,就不做介绍了。
项目里会需要额外引入两个包来进行测试:
<dependency>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
<version>3.5.5</version>
<https://p.download-x.com/dependency>
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter-api</artifactId>
<version>5.5.2</version>
<https://p.download-x.com/dependency>
完整测试代码如下:
/**
* 简单测试示例
* @author 猿人谷
* @date 2019/12/16
*/
public class ZooKeeperDemo {
private static final Logger LOGGER = LoggerFactory.getLogger(ZooKeeperDemo.class);
private static final int SESSION_TIME_OUT = 10000;
// ZooKeeper服务的地址,如为集群,多个地址用逗号分隔
private static final String CONNECT_STRING = "127.0.0.1:2181";
private static final String ZNODE_PATH = "/zk_demo";
private static final String ZNODE_PATH_PARENT = "/app1";
private static final String ZNODE_PATH_CHILDREN = "/app1/app1_1";
private ZooKeeper zk = null;
@Before
public void init() throws IOException {
zk = new ZooKeeper(CONNECT_STRING, SESSION_TIME_OUT, new Watcher(){
@Override
public void process(WatchedEvent event) {
System.out.println("已经触发了" + event.getType() + "事件!");
}
});
}
@Test
public void testCreate() throws KeeperException, InterruptedException {
zk.create(ZNODE_PATH, "anna2019".getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
}
@Test
public void testCreateParentZnode() throws KeeperException, InterruptedException {
zk.create(ZNODE_PATH_PARENT, "anna2019".getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
}
@Test
public void testCreateChildrenZnode() throws KeeperException, InterruptedException {
zk.create(ZNODE_PATH_CHILDREN, "anna2020".getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
}
@Test
public void testGet() throws KeeperException, InterruptedException {
byte[] data1 = zk.getData(ZNODE_PATH, false, null);
byte[] data2 = zk.getData(ZNODE_PATH_PARENT, false, null);
byte[] data3 = zk.getData(ZNODE_PATH_CHILDREN, false, null);
LOGGER.info("{}的信息:{}", ZNODE_PATH, new String(data1) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_PARENT, new String(data2) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_CHILDREN, new String(data3) );
}
/**
* 删除
* @throws KeeperException
* @throws InterruptedException
*/
@Test
public void testDelete() throws KeeperException, InterruptedException {
// 指定要删除的版本,-1表示删除所有版本
zk.delete(ZNODE_PATH, -1);
}
/**
* 删除含有子节点
* @throws KeeperException
* @throws InterruptedException
*/
@Test
public void testDeleteHasChildrenZnode() throws KeeperException, InterruptedException {
// 指定要删除的版本,-1表示删除所有版本
zk.delete(ZNODE_PATH_PARENT, -1);
}
@Test
public void testSet() throws KeeperException, InterruptedException {
Stat stat = zk.setData(ZNODE_PATH, "yuanrengu".getBytes(), -1);
LOGGER.info(stat.toString());
}
}
上面有用到@Before
,简单说明下:
如果将SESSION_TIME_OUT设置的时间太短,会报API客户端异常:org.apache.zookeeper.KeeperException$ConnectionLossException: KeeperErrorCode = ConnectionLoss for /zk_demo
。完整的报错信息如下:
09:33:52.139 [main-SendThread(106.12.111.172:2181)] DEBUG org.apache.zookeeper.ClientCnxnSocketNIO - Ignoring exception during shutdown input
java.net.SocketException: Socket is not connected
at sun.nio.ch.Net.translateToSocketException(Net.java:123)
at sun.nio.ch.Net.translateException(Net.java:157)
at sun.nio.ch.Net.translateException(Net.java:163)
at sun.nio.ch.SocketAdaptor.shutdownInput(SocketAdaptor.java:401)
at org.apache.zookeeper.ClientCnxnSocketNIO.cleanup(ClientCnxnSocketNIO.java:198)
at org.apache.zookeeper.ClientCnxn$SendThread.cleanup(ClientCnxn.java:1338)
at org.apache.zookeeper.ClientCnxn$SendThread.cleanAndNotifyState(ClientCnxn.java:1276)
at org.apache.zookeeper.ClientCnxn$SendThread.run(ClientCnxn.java:1254)
Caused by: java.nio.channels.NotYetConnectedException: null
at sun.nio.ch.SocketChannelImpl.shutdownInput(SocketChannelImpl.java:782)
at sun.nio.ch.SocketAdaptor.shutdownInput(SocketAdaptor.java:399)
... 4 common frames omitted
09:33:52.140 [main-SendThread(106.12.111.172:2181)] DEBUG org.apache.zookeeper.ClientCnxnSocketNIO - Ignoring exception during shutdown output
java.net.SocketException: Socket is not connected
at sun.nio.ch.Net.translateToSocketException(Net.java:123)
at sun.nio.ch.Net.translateException(Net.java:157)
at sun.nio.ch.Net.translateException(Net.java:163)
at sun.nio.ch.SocketAdaptor.shutdownOutput(SocketAdaptor.java:409)
at org.apache.zookeeper.ClientCnxnSocketNIO.cleanup(ClientCnxnSocketNIO.java:205)
at org.apache.zookeeper.ClientCnxn$SendThread.cleanup(ClientCnxn.java:1338)
at org.apache.zookeeper.ClientCnxn$SendThread.cleanAndNotifyState(ClientCnxn.java:1276)
at org.apache.zookeeper.ClientCnxn$SendThread.run(ClientCnxn.java:1254)
Caused by: java.nio.channels.NotYetConnectedException: null
at sun.nio.ch.SocketChannelImpl.shutdownOutput(SocketChannelImpl.java:799)
at sun.nio.ch.SocketAdaptor.shutdownOutput(SocketAdaptor.java:407)
... 4 common frames omitted
org.apache.zookeeper.KeeperException$ConnectionLossException: KeeperErrorCode = ConnectionLoss for /zk_demo
at org.apache.zookeeper.KeeperException.create(KeeperException.java:102)
at org.apache.zookeeper.KeeperException.create(KeeperException.java:54)
at org.apache.zookeeper.ZooKeeper.getData(ZooKeeper.java:2131)
at org.apache.zookeeper.ZooKeeper.getData(ZooKeeper.java:2160)
at com.yuanrengu.demo.ZooKeeperDemo.testGet(ZooKeeperDemo.java:48)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.junit.runners.model.FrameworkMethod$1.runReflectiveCall(FrameworkMethod.java:59)
at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)
at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:56)
at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)
at org.junit.internal.runners.statements.RunBefores.evaluate(RunBefores.java:26)
at org.junit.runners.ParentRunner$3.evaluate(ParentRunner.java:306)
at org.junit.runners.BlockJUnit4ClassRunner$1.evaluate(BlockJUnit4ClassRunner.java:100)
at org.junit.runners.ParentRunner.runLeaf(ParentRunner.java:366)
at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:103)
at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:63)
at org.junit.runners.ParentRunner$4.run(ParentRunner.java:331)
at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:79)
at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:329)
at org.junit.runners.ParentRunner.access$100(ParentRunner.java:66)
at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:293)
at org.junit.runners.ParentRunner$3.evaluate(ParentRunner.java:306)
at org.junit.runners.ParentRunner.run(ParentRunner.java:413)
at org.junit.runner.JUnitCore.run(JUnitCore.java:137)
at com.intellij.junit4.JUnit4IdeaTestRunner.startRunnerWithArgs(JUnit4IdeaTestRunner.java:68)
at com.intellij.rt.execution.junit.IdeaTestRunner$Repeater.startRunnerWithArgs(IdeaTestRunner.java:47)
at com.intellij.rt.execution.junit.JUnitStarter.prepareStreamsAndStart(JUnitStarter.java:242)
at com.intellij.rt.execution.junit.JUnitStarter.main(JUnitStarter.java:70)
Disconnected from the target VM, address: '127.0.0.1:60454', transport: 'socket'
Process finished with exit code -1
起初以为是ZooKeeper服务部署有问题或服务没启动,经检查确认无误后,debug调试发现,是SESSION_TIME_OUT = 2000;设置的值太小,改为10000后,不再报错。
SESSION_TIME_OUT 是
会话超时时间
,也就是当一个zookeeper超过该时间没有心跳,则认为该节点故障。所以,如果此值小于zookeeper的创建时间,则当zookeeper还未来得及创建连接,会话时间已到,因此抛出异常认为该节点故障。
public String create(String path,
byte[] data,
List<ACL> acl,
CreateMode createMode)
throws KeeperException,
InterruptedException
Create a node with the given path. The node data will be the given data, and node acl will be the given acl.
The flags argument specifies whether the created node will be ephemeral or not.
An ephemeral node will be removed by the ZooKeeper automatically when the session associated with the creation of the node expires.
The flags argument can also specify to create a sequential node. The actual path name of a sequential node will be the given path plus a suffix "i" where i is the current sequential number of the node. The sequence number is always fixed length of 10 digits, 0 padded. Once such a node is created, the sequential number will be incremented by one.
If a node with the same actual path already exists in the ZooKeeper, a KeeperException with error code KeeperException.NodeExists will be thrown. Note that since a different actual path is used for each invocation of creating sequential node with the same path argument, the call will never throw "file exists" KeeperException.
If the parent node does not exist in the ZooKeeper, a KeeperException with error code KeeperException.NoNode will be thrown.
An ephemeral node cannot have children. If the parent node of the given path is ephemeral, a KeeperException with error code KeeperException.NoChildrenForEphemerals will be thrown.
This operation, if successful, will trigger all the watches left on the node of the given path by exists and getData API calls, and the watches left on the parent node by getChildren API calls.
If a node is created successfully, the ZooKeeper server will trigger the watches on the path left by exists calls, and the watches on the parent of the node by getChildren calls.
The maximum allowable size of the data array is 1 MB (1,048,576 bytes). Arrays larger than this will cause a KeeperExecption to be thrown.
Parameters:
path - the path for the node
data - the initial data for the node
acl - the acl for the node
createMode - specifying whether the node to be created is ephemeral and/or sequential
Returns:
the actual path of the created node
Throws:
KeeperException - if the server returns a non-zero error code
KeeperException.InvalidACLException - if the ACL is invalid, null, or empty
InterruptedException - if the transaction is interrupted
IllegalArgumentException - if an invalid path is specified
Talk is cheap. Show me the code.这里我们不瞎BB,直接上官方文档。官方文档是不是很容易看懂,而且解释的非常清楚(而且稍显啰嗦的感觉)?
这里简单列下文档中的几个关键点:
CreateMode
,大家可能都说ZooKeeper只有4种形式的节点(持久、临时、持久顺序、临时顺序),看文档的话,其实是有7种
形式的。public enum CreateMode {
PERSISTENT(0, false, false, false, false),
PERSISTENT_SEQUENTIAL(2, false, true, false, false),
EPHEMERAL(1, true, false, false, false),
EPHEMERAL_SEQUENTIAL(3, true, true, false, false),
CONTAINER(4, false, false, true, false),
PERSISTENT_WITH_TTL(5, false, false, false, true),
PERSISTENT_SEQUENTIAL_WITH_TTL(6, false, true, false, true);
}
CONTAINER
:容器节点,用于Leader、Lock等特殊用途,当容器节点不存在任何子节点时,容器将成为服务器在将来某个时候删除的候选节点。PERSISTENT_WITH_TTL
:带TTL(time-to-live,存活时间)的持久节点,节点在TTL时间之内没有得到更新并且没有子节点,就会被自动删除。PERSISTENT_SEQUENTIAL_WITH_TTL
:带TTL(time-to-live,存活时间)和单调递增序号的持久节点,节点在TTL时间之内没有得到更新并且没有子节点,就会被自动删除。临时节点不能有子节点
。如果给临时节点创建子节点会抛KeeperException异常。byte[] data允许的最大数据量为1MB(1,048,576 bytes)
。如果超过,会抛KeeperExecption。运行创建节点的代码:
@Test
public void testCreate() throws KeeperException, InterruptedException {
zk.create(ZNODE_PATH, "anna2019".getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
}
可以通过日志信息得到节点创建成功:
DEBUG org.apache.zookeeper.ClientCnxn - Reading reply sessionid:0x101402626bb000b, packet:: clientPath:null serverPath:null finished:false header:: 1,1 replyHeader:: 1,12884901937,0 request:: '/zk_demo,#616e6e6132303139,v{s{31,s{'world,'anyone}}},0 response:: '/zk_demo
在服务端查看,/zk_demo节点创建成功:
[zk: 127.0.0.1:2181(CONNECTED) 21] ls /
[zookeeper, zk_demo]
[zk: 127.0.0.1:2181(CONNECTED) 22] stat /zk_demo
cZxid = 0x300000031
ctime = Tue Dec 17 12:52:50 CST 2019
mZxid = 0x300000031
mtime = Tue Dec 17 12:52:50 CST 2019
pZxid = 0x300000031
cversion = 0
dataVersion = 0
aclVersion = 0
ephemeralOwner = 0x0
dataLength = 8
numChildren = 0
public byte[] getData(String path,
boolean watch,
Stat stat)
throws KeeperException,
InterruptedException
Return the data and the stat of the node of the given path.
If the watch is true and the call is successful (no exception is thrown), a watch will be left on the node with the given path. The watch will be triggered by a successful operation that sets data on the node, or deletes the node.
A KeeperException with error code KeeperException.NoNode will be thrown if no node with the given path exists.
Parameters:
path - the given path
watch - whether need to watch this node
stat - the stat of the node
Returns:
the data of the node
Throws:
KeeperException - If the server signals an error with a non-zero error code
InterruptedException - If the server transaction is interrupted.
指定路径的节点不存在时就抛KeeperException.NoNode异常。
运行:
@Test
public void testGet() throws KeeperException, InterruptedException {
byte[] data1 = zk.getData(ZNODE_PATH, false, null);
byte[] data2 = zk.getData(ZNODE_PATH_PARENT, false, null);
byte[] data3 = zk.getData(ZNODE_PATH_CHILDREN, false, null);
LOGGER.info("{}的信息:{}", ZNODE_PATH, new String(data1) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_PARENT, new String(data2) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_CHILDREN, new String(data3) );
}
结果:
13:51:00.288 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /zk_demo的信息:anna2019
13:51:00.288 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /app1的信息:anna2019
13:51:00.289 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /app1/app1_1的信息:anna2020
public Stat setData(String path,
byte[] data,
int version)
throws KeeperException,
InterruptedException
Set the data for the node of the given path if such a node exists and the given version matches the version of the node (if the given version is -1, it matches any node's versions). Return the stat of the node.
This operation, if successful, will trigger all the watches on the node of the given path left by getData calls.
A KeeperException with error code KeeperException.NoNode will be thrown if no node with the given path exists.
A KeeperException with error code KeeperException.BadVersion will be thrown if the given version does not match the node's version.
The maximum allowable size of the data array is 1 MB (1,048,576 bytes). Arrays larger than this will cause a KeeperException to be thrown.
Parameters:
path - the path of the node
data - the data to set
version - the expected matching version
Returns:
the state of the node
Throws:
InterruptedException - If the server transaction is interrupted.
KeeperException - If the server signals an error with a non-zero error code.
IllegalArgumentException - if an invalid path is specified
主要注意以下几点:
byte[] data允许的最大数据量为1MB(1,048,576 bytes)
。如果超过,会抛KeeperExecption。运行:
@Test
public void testGet() throws KeeperException, InterruptedException {
byte[] data1 = zk.getData(ZNODE_PATH, false, null);
byte[] data2 = zk.getData(ZNODE_PATH_PARENT, false, null);
byte[] data3 = zk.getData(ZNODE_PATH_CHILDREN, false, null);
LOGGER.info("{}的信息:{}", ZNODE_PATH, new String(data1) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_PARENT, new String(data2) );
LOGGER.info("{}的信息:{}", ZNODE_PATH_CHILDREN, new String(data3) );
}
结果如下:
13:51:00.288 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /zk_demo的信息:anna2019
13:51:00.288 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /app1的信息:anna2019
13:51:00.289 [main] INFO com.yuanrengu.demo.ZooKeeperDemo - /app1/app1_1的信息:anna2020
public void delete(String path,
int version)
throws InterruptedException,
KeeperException
Delete the node with the given path. The call will succeed if such a node exists, and the given version matches the node's version (if the given version is -1, it matches any node's versions).
A KeeperException with error code KeeperException.NoNode will be thrown if the nodes does not exist.
A KeeperException with error code KeeperException.BadVersion will be thrown if the given version does not match the node's version.
A KeeperException with error code KeeperException.NotEmpty will be thrown if the node has children.
This operation, if successful, will trigger all the watches on the node of the given path left by exists API calls, and the watches on the parent node left by getChildren API calls.
Parameters:
path - the path of the node to be deleted.
version - the expected node version.
Throws:
InterruptedException - IF the server transaction is interrupted
KeeperException - If the server signals an error with a non-zero return code.
IllegalArgumentException - if an invalid path is specified
节点可能含有子节点,删除节点的操作有几点需要特别注意:
如果节点含有子节点,删除父节点(parent node)时会抛KeeperException.NotEmpty异常。
/app1有子节点,我们做下删除操作:
/**
* 删除含有子节点的父节点
* @throws KeeperException
* @throws InterruptedException
*/
@Test
public void testDeleteHasChildrenZnode() throws KeeperException, InterruptedException {
// 指定要删除的版本,-1表示删除所有版本
zk.delete(ZNODE_PATH_PARENT, -1);
}
可以看到日志:
org.apache.zookeeper.KeeperException$NotEmptyException: KeeperErrorCode = Directory not empty for /app1
at org.apache.zookeeper.KeeperException.create(KeeperException.java:132)
at org.apache.zookeeper.KeeperException.create(KeeperException.java:54)
at org.apache.zookeeper.ZooKeeper.delete(ZooKeeper.java:1793)
at com.yuanrengu.demo.ZooKeeperDemo.testDeleteHasChildrenZnode(ZooKeeperDemo.java:89)
上面我们实现了节点的增、删、改、查的测试,后面的篇章会有更多好玩的用法,如实现分布式锁、配置中心等。
基于上面的分析,总结几个注意的点:
7种形式
:CONTAINER
:容器节点,用于Leader、Lock等特殊用途,当容器节点不存在任何子节点时,容器将成为服务器在将来某个时候删除的候选节点。PERSISTENT_WITH_TTL
:带TTL(time-to-live,存活时间)的持久节点,节点在TTL时间之内没有得到更新并且没有子节点,就会被自动删除。PERSISTENT_SEQUENTIAL_WITH_TTL
:带TTL(time-to-live,存活时间)和单调递增序号的持久节点,节点在TTL时间之内没有得到更新并且没有子节点,就会被自动删除。byte[] data允许的最大数据量为1MB(1,048,576 bytes)
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