用Java写一个分布式缓存——RESP服务端

1|0前言

本篇我们将完成一个RESP的socket的服务端,初步完成一个单机版缓存。

另外在其中我们还需要完成命令的动态路由

源码:https://github.com/weloe/Java-Distributed-Cache

本篇代码:

https://github.com/weloe/Java-Distributed-Cache/tree/master/src/main/java/com/weloe/cache/server

上篇:缓存管理 https://www.cnblogs.com/weloe/p/17068891.html

2|0RESP协议

RESP协议支持5种数据类型:字符串,异常,整数,多行字符串,数组

数据类型由第一个字节进行区分,不同部分使用\r\n来分开

  • '+' : 简单字符串
  • '-' : 异常
  • ':' : 整数
  • '$': 多行字符串
  • '*': 数组

简单字符串一般用来返回该操作无误,操作成功,例如返回+ok\r\n

异常: -error msg\r\n

整数:: 1\r\n

多行字符串:

$4\r\n test

这里的4是实际数据的长度

实际信息为 test

数组:

*2\r\n $2\r\n ab\r\n $3\r\n cde\r\n

信息为字符串数组[ab][cde]

2|1实现

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/util/RESPUtil.java

根据协议我们就能编写出对请求信息的解析类了,我们把它抽象为一个工具类

对返回内容解析的代码

/** * 读取RESP协议的字节,转为String * * @return String */ public static String parseRESPBytes(InputStream inputStream) { byte[] bytes; String result = null; try { while (inputStream.available() == 0) { } bytes = new byte[inputStream.available()]; inputStream.read(bytes); result = new String(bytes); } catch (IOException e) { e.printStackTrace(); } return result; } /** * 解析RESP协议的String * * @param raw * @return */ public static Object parseRESPString(String raw) { byte type = raw.getBytes()[0]; String result = raw.substring(1); switch (type) { case '+': // +ok\r\n // 读单行 return result.replace("\r\n", ""); case '-': // 异常 // -Error msg\r\n throw new RuntimeException(result.replace("\r\n", "")); case ':': // 数字 return result.replace("\r\n", ""); case '$': return result.split("\r\n")[1]; case '*': // 多行字符串 String[] strList = result.substring(result.indexOf("$")).split("\r\n"); System.out.print("多条批量请求:"); List<String> list = new LinkedList<>(); for (int i = 1; i < strList.length; i += 2) { System.out.print(strList[i] + " "); list.add(strList[i]); } System.out.println(); return list; default: throw new RuntimeException("错误的数据格式"); } }

发送请求的代码

/** * 发送RESP请求 * @param host * @param port * @param args * @return * @throws IOException */ public static byte[] sendRequest(String host,Integer port, String ... args) throws IOException { Socket socket = new Socket(host,port); RESPRequest request = new RESPRequest(socket); PrintWriter writer = new PrintWriter(new OutputStreamWriter(socket.getOutputStream(), StandardCharsets.UTF_8)); sendRequest(writer,args); byte[] param = request.getBytes(); request.close(); writer.close(); socket.close(); return param; } /** * 发送RESP请求 * @param writer * @param args * @throws IOException */ public static void sendRequest(PrintWriter writer, String ... args) throws IOException { writer.println("*"+args.length); for (String arg : args) { writer.println("$"+arg.getBytes(StandardCharsets.UTF_8).length); writer.println(arg); } writer.flush(); }

3|0命令的解析

通过RESP协议的实现,我们就能做到对我们的缓存发送命令,那么我们又该怎么对命令进行解析,然后做出对应的操作呢?

这里我们使用前缀树结构来进行动态路由

3|1Node

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/parser/Node.java

首先要构建树的节点

需要注意的是只有叶子节点才有pattern

isWild来判断是否有通配符则是为了来匹配用户输入的参数,我们设置路由的时候用:作为通配符

例如设置路由set :group :k :v

命令为:set g1 k1 v1

把 :group和g1匹配,:k和k1匹配,:v和v1匹配

最后我们要解析出 group = g1 , k = k1, v = v1

/** * @author weloe */ public class Node { /** * 待匹配的命令参数,只有最后一层才有 例如 set :group :key :value */ private String pattern; /** * 命令参数的一部分例如 set :group :key :value 中的 :group */ private String part; /** * 子节点 */ private List<Node> children; /** * 是否是通配符节点 */ private boolean isWild; public Node() { this.children = new LinkedList<>(); this.part = ""; this.pattern = ""; } public Node(String part, boolean isWild) { this.part = part; this.isWild = isWild; this.children = new LinkedList<>(); } }

注册节点的方法

/** * 注册节点 * * @param pattern * @param parts * @param height */ public void insert(String pattern, String[] parts, int height) { // 终止条件,height匹配完,到了最下层 if (parts.length == height) { this.pattern = pattern; return; } String part = parts[height]; // 匹配出一个子节点 Node child = matchChild(part); if (child == null) { // 如果当前part的第一个字符是":"或者"*"就为模糊匹配 child = new Node(part, part.startsWith(":") || part.startsWith("*")); // 增加当前节点的子节点 children.add(child); } child.insert(pattern, parts, height + 1); }

注册节点方法中调用的machChild()为 根据part部分匹配子节点的方法

/** * 根据part匹配子节点 * * @param part * @return 第一个匹配节点 */ public Node matchChild(String part) { for (Node child : children) { if (child.part.equals(part) || child.isWild) { return child; } } return null; }

根据字符串数组(输入命令)来递归匹配出对应叶子节点的方法

/** * 根据parts[]匹配出节点 * @param parts * @param height * @return */ public Node search(String[] parts, int height) { // 匹配到末端 if(parts.length == height || part.startsWith("*")){ if(pattern == null){ return null; } // 匹配到节点 return this; } String part = parts[height]; // 根据part找到匹配的子节点 List<Node> children = matchChildren(part); for (Node child : children) { Node node = child.search(parts, height + 1); if(node != null){ return node; } } return null; }

search方法中调用的matchChildren为 根据part来匹配出所有符合的子节点的方法

/** * 根据part匹配子节点 * @param part * @return 所有匹配的节点 */ public List<Node> matchChildren(String part) { ArrayList<Node> nodes = new ArrayList<>(); for (Node child : children) { if (child.part.equals(part) || child.isWild) { nodes.add(child); } } return nodes; }

3|2Router

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/parser/Router.java

Router提供了添加路由和根据用户命令匹配路由的方法

这里的HandlerFunc是需要我们在添加路由addRoute时进行设置的命令对应的处理函数

这里的Route类是我们在getRoute时返回的,node就是匹配到的树的叶子节点,map为匹配到的通配符参数

例如设置路由set :group :k :v

命令为:set g1 k1 v1

把 :group和g1匹配,:k和k1匹配,:v和v1匹配

map即为 group = g1 , k = k1, v = v1

/** * @author weloe */ public class Router { @FunctionalInterface public interface HandlerFunc { Object handle(RESPContext context); } public class Route{ private Node node; private Map<String,String> map; public Route(Node node, Map<String, String> map) { this.node = node; this.map = map; } public Object handle(RESPContext context){ context.setParamMap(map); String key = "command"+"-"+node.getPattern(); return handlers.get(key).handle(context); } public Map<String, String> getMap() { return map; } public Node getNode() { return node; } } /** * 根节点 */ private Map<String,Node> roots; private Map<String,HandlerFunc> handlers; public Router() { this.roots = new LinkedHashMap<>(); this.handlers = new LinkedHashMap<>(); } /** * 解析pattern * @param pattern * @return */ public String[] parsePattern(String pattern){ String[] patterns = pattern.split(" "); String[] parts = new String[patterns.length]; for (int i = 0; i < patterns.length; i++) { parts[i] = patterns[i]; if(patterns[i].charAt(0) == '*'){ break; } } return parts; } public void addRoute(String method,String pattern,HandlerFunc handler){ String[] parts = parsePattern(pattern); String key = method + "-" + pattern; Node node = roots.get(method); // 判断有没有该method对应的根节点,没有就建一个 if (node == null) { roots.put(method,new Node()); } roots.get(method).insert(pattern,parts,0); handlers.put(key,handler); } public Route getRoute(String path){ return getRoute("command",path); } public Route getRoute(String method,String path){ String[] patterns = parsePattern(path); Map<String, String> params = new LinkedHashMap<>(); Node root = roots.get(method); if(root == null){ return null; } Node res = root.search(patterns, 0); if (res == null) { return null; } String[] parts = parsePattern(res.getPattern()); for (int i = 0; i < parts.length; i++) { String part = parts[i]; if (part.charAt(0) == ':') { params.put(part.substring(1),patterns[i]); } if(part.charAt(0) == '*' && part.length() > 1){ String collect = Arrays.stream(patterns).skip(i).collect(Collectors.joining(" ")); params.put(part.substring(1),collect); break; } } return new Route(res,params); } }

3|3测试

这里相当于我们输入delete g1 k1 v1

匹配到命令为 delete

匹配到的参数为key:k1

@Test void getRoute() { Router router = new Router(); router.addRoute("command","set :group :key :v",null); router.addRoute("command","delete :group :key :v",null); router.addRoute("command","expire :group :key :v",null); router.addRoute("command","get :group :key :v",null); router.addRoute("command","hget :key :field",null); router.addRoute("command","config set maxsize :size",null); router.addRoute("command","config set maxnum :num",null); router.addRoute("command","config set cachestrategy :strategy",null); Router.Route route = router.getRoute("command", "delete g1 k1 v1"); Assertions.assertEquals(route.getNode().getPattern(),"delete :group :key :v"); Assertions.assertEquals(route.getMap().get("key"),"k1"); }

4|0服务端

根据以上内容我们可以封装出RESPContext,RESPRqeuest,以及RESPReqspnse类

4|1RESPContext

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/resp/RESPContext.java

作为一个服务端自然有上下文信息,我们将它封装为一个Context类

/** * @author weloe */ public class RESPContext { private LocalDateTime startTime; private Socket socket; private RESPRequest request; private RESPResponse response; private Router.Route route; private Map<String,String> paramMap; private Group group; public void initServer(Socket socket, RESPRequest request, RESPResponse response) throws IOException { this.socket = socket; this.request = request; this.response = response; this.startTime = LocalDateTime.now(); } /** * 解析RESP协议的字节 * * @return */ public String parseRESPBytes() { String result = request.parseRESPBytes(); return result; } /** * 解析RESP协议的String * * @param raw * @return */ public Object parseRESPString(String raw) { Object obj = request.parseRESPString(raw); return obj; } public void ok() { response.ok(); } public void ok(byte[] bytes){ response.ok(String.valueOf(bytes)); } public void ok(String arg) { response.ok(arg); } public void ok(String... args) { response.ok(args); } public void error(String msg) { response.error(msg); } public void close() { if (request != null) { try { request.close(); } catch (IOException e) { e.printStackTrace(); } } if (response != null) { response.close(); } if (socket != null) { try { socket.close(); } catch (IOException e) { e.printStackTrace(); } } } public Socket getSocket() { return socket; } public RESPRequest getRequest() { return request; } public RESPResponse getResponse() { return response; } public LocalDateTime getStartTime() { return startTime; } public void setStartTime(LocalDateTime startTime) { this.startTime = startTime; } public void setParamMap(Map<String, String> paramMap) { this.paramMap = paramMap; } public Map<String, String> getParamMap() { return paramMap; } public void setRoute(Router.Route route) { this.route = route; } public Router.Route getRoute() { return route; } public void setGroup(Group group) { this.group = group; } public Group getGroup() { return group; } public String getParam(String key){ return paramMap.get(key); } }

4|2RESPRequest

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/resp/RESPRequest.java

/** * @author weloe */ public class RESPRequest { private InputStream inputStream; private Map<String,String> params; public RESPRequest(Socket socket) throws IOException { this.inputStream = socket.getInputStream(); } public String getParam(String key) { return params.get(key); } /** * 解析RESP协议的字节 * * @return */ public byte[] getBytes() { byte[] bytes = null; try { while (inputStream.available() == 0) { } bytes = new byte[inputStream.available()]; inputStream.read(bytes); } catch (IOException e) { e.printStackTrace(); } return bytes; } /** * 解析RESP协议的字节 * * @return */ public String parseRESPBytes() { byte[] bytes; byte[] buf = new byte[1]; String result = null; try { System.out.println("等待数据传输"); // try { // // 读不到阻塞 // inputStream.read(buf); // } catch (IOException e) { // return null; // } // result = new String(buf) + new String(bytes); while (inputStream.available() == 0) { } bytes = new byte[inputStream.available()]; inputStream.read(bytes); result = new String(bytes); } catch (IOException e) { e.printStackTrace(); } return result; } /** * 解析RESP协议的String * * @param raw * @return */ public Object parseRESPString(String raw) { byte type = raw.getBytes()[0]; String result = raw.substring(1); switch (type) { case '+': // +ok\r\n // 读单行 return result.replace("\r\n", ""); case '-': // 异常 // -Error msg\r\n throw new RuntimeException(result.replace("\r\n", "")); case ':': // 数字 return result.replace("\r\n", ""); case '$': return result.substring(1).replace("\r\n", ""); case '*': // 多行字符串 String[] strList = result.substring(result.indexOf("$")).split("\r\n"); System.out.print("多条批量请求:"); List<String> list = new LinkedList<>(); for (int i = 1; i < strList.length; i += 2) { System.out.print(strList[i] + " "); list.add(strList[i]); } System.out.println(); return list; default: throw new RuntimeException("错误的数据格式"); } } public void close() throws IOException { if (inputStream != null) { inputStream.close(); } } public InputStream getInputStream() { return inputStream; } }

4|3RESPResponse

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/resp/RESPResponse.java

/** * @author weloe */ public class RESPResponse { private PrintWriter writer; public RESPResponse(Socket socket) throws IOException { // 字符输出流,可以直接按行输出 writer = new PrintWriter(new OutputStreamWriter(socket.getOutputStream(), StandardCharsets.UTF_8)); } public void ok() { writer.println(RESPStatus.OK.getMsg()); writer.flush(); } public void ok(Integer arg) { writer.println(":" + arg); writer.flush(); } public void ok(String arg) { writer.println("$" + arg.getBytes(StandardCharsets.UTF_8).length); writer.println(arg); writer.flush(); } public void ok(String... args) { writer.println("*" + args.length); for (String arg : args) { writer.println("$" + arg.getBytes(StandardCharsets.UTF_8).length); writer.println(arg); } writer.flush(); } public void error(String msg) { writer.println(RESPStatus.ERROR.getMsg() + " " + msg); writer.flush(); } public void close() { if (writer != null) { writer.close(); } } public PrintWriter getWriter() { return writer; } }

4|4Service

https://github.com/weloe/Java-Distributed-Cache/tree/master/src/main/java/com/weloe/cache/server/command

命令有对应的HandlerFunc函数,我们就需要在函数中调用我们的相应的service,因此需要抽象出对应的service

这里的service为对前篇缓存管理中的类的简单调用,就不再一一赘述

1|0ConfigService

/** * config操作 * @author weloe */ public class ConfigService { public Object getNormalSize(Group group){ return group.getNormalSize(); } public Object getMaxSize(Group group){ return group.getMaxSize(); } public Object setMaxSize(Group group,String size) { group.setMaxSize(Integer.parseInt(size)); return ""; } public Object setMaxNum(Group group,String num) { return null; } }

1|0DeleteService

/** * 删除key相关操作 * @author weloe */ public class DeleteService { public Object delete(Group group,String key) { CacheObj delete = group.delete(key); if(delete == null){ return null; } return ""; } public Object clear(Group group) { group.clear(); return ""; } }

1|0ExpireService

/** * 设置,获取key的过期时间,单位秒 * @author weloe */ public class ExpireService { public Object expire(Group group,String key,String value) { LocalDateTime time = group.expire(key, Long.parseLong(value), ChronoUnit.SECONDS); return time; } public Object ttl(Group group,String key) { long ttl = group.ttl(key); return ttl; } }

1|0GroupService

/** * group操作 * @author weloe */ public class GroupService { private GroupManager groupManager = GroupManager.getInstance(); public Object add(String groupName) { Group group = new Group(); group.setName(groupName); group.setCache(new Cache()); group.setGetter(k -> null); groupManager.put(group); return ""; } }

1|0StringService

/** * 缓存set,get操作 * @author weloe */ public class StringService { public String get(Group group,String key) { CacheObj cacheObj = group.get(key); if(cacheObj != null){ return new String(cacheObj.getData()); } return null; } public Object set(Group group,String key,String value) { group.putCacheObj(key, new CacheObj(value.getBytes(StandardCharsets.UTF_8))); return ""; } }

1|0ServiceFactory

为了方便管理,另外写了管理service的类

public class ServiceFactory { Map<String,Object> map; public ServiceFactory() { map = new LinkedHashMap<>(); map.put("str",new StringService()); map.put("group",new GroupService()); map.put("config",new ConfigService()); map.put("delete",new DeleteService()); map.put("expire",new ExpireService()); } public<T> T getBean(String name){ return (T) map.get(name); } }

4|5CommandQueue

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/server/parser/CommandQueue.java

这里我们使用多线程io解析命令,单线程执行命令的模型,多线程解析完命令得到Route后把Context加入到阻塞队列中,再消费阻塞队列的Context执行命令

public class CommandQueue { private static PriorityBlockingQueue<RESPContext> commandQueue = new PriorityBlockingQueue<>(5, (o1, o2) -> { if (o1.getStartTime().isBefore(o2.getStartTime())) { return -1; } return 1; }); public boolean add(RESPContext context){ return commandQueue.add(context); } public void consume() { new Thread(() -> { System.out.println("服务端等待接收命令..."); while (true) { RESPContext respContext = null; try { respContext = commandQueue.take(); } catch (InterruptedException e) { respContext.error(e.getMessage()); e.printStackTrace(); continue; } System.out.println("执行命令"+respContext.getRoute().getNode().getPattern()); // 执行命令 Object handle = respContext.getRoute().handle(respContext); System.out.println(handle); if(handle == null){ respContext.ok("nil"); }else if(handle.equals("")){ respContext.ok(); }else { respContext.ok(handle.toString()); } } }).start(); } public PriorityBlockingQueue<RESPContext> getCommandQueue() { return commandQueue; } }

4|6Launch服务端启动类

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/Launch.java

public class Launch { private static final ExecutorService poolExecutor = new ThreadPoolExecutor(2, 5, 30L, TimeUnit.SECONDS, new ArrayBlockingQueue(10)); private static final GroupManager groupManager = GroupManager.getInstance(); private static final ServiceFactory factory = new ServiceFactory(); private static final Router router = new Router(); static { // 注册路由信息 ConfigService config = factory.getBean("config"); StringService str = factory.getBean("str"); DeleteService delete = factory.getBean("delete"); ExpireService expire = factory.getBean("expire"); GroupService groupService = factory.getBean("group"); router.addRoute("group add :name", c -> groupService.add(c.getParam("name"))); router.addRoute("config set maxByteSize :group :size", c -> config.setMaxSize(c.getGroup(),c.getParam("size"))) .addRoute("config get maxByteSize :group", c -> config.getMaxSize(c.getGroup())) .addRoute("config get normalSize :group", c -> config.getNormalSize(c.getGroup())) .addRoute("config set maxNum :group :num", c -> config.setMaxNum(c.getGroup(),c.getParam("num"))); router.addRoute("expire :group :k :n", c -> expire.expire(c.getGroup(),c.getParam("k"),c.getParam("n"))) .addRoute("ttl :group :k", c -> expire.ttl(c.getGroup(),c.getParam("k"))); router.addRoute("delete :group :k", c -> delete.delete(c.getGroup(),c.getParam("size"))) .addRoute("clear :group", c -> delete.clear(c.getGroup())); router.addRoute("set :group :k :v", c -> str.set(c.getGroup(),c.getParam("k"),c.getParam("v"))) .addRoute("get :group :k", c -> str.get(c.getGroup(),c.getParam("k"))); } public static void main(String[] args) throws IOException { CommandQueue commandQueue = new CommandQueue(); commandQueue.consume(); ServerSocket serverSocket = new ServerSocket(8081); while (true) { // 初始化server Socket socket = serverSocket.accept(); System.out.println(socket.getInetAddress() + ":" + socket.getPort() + "连接"); poolExecutor.submit(() -> task(commandQueue, socket)); } } private static void task(CommandQueue commandQueue, Socket socket) { RESPContext context = null; System.out.println("线程"+Thread.currentThread().getId()+" 执行"); try { while (true) { context = new RESPContext(); context.initServer(socket,new RESPRequest(socket),new RESPResponse(socket)); Object requestData = null; try { // 处理请求 String res = context.parseRESPBytes(); if(res == null){ return; } System.out.printf("%s => %s%n", "原始格式", res.replace("\r\n", "\\r\\n")); requestData = context.parseRESPString(res); } catch (Exception e) { System.out.println(e.getMessage()); context.error(e.getMessage()); continue; } List<String> commandStr = (List<String>) requestData; System.out.println("接收到" + socket.getInetAddress() + ":" + socket.getPort() +"的命令"); // 解析命令 Router.Route route = router.getRoute(String.join(" ",commandStr)); if (route == null) { context.ok("请检查你的命令参数"); continue; } Map<String, String> paramMap = route.getMap(); String name = paramMap.get("group"); if(name != null){ if(groupManager.getGroup(name) == null){ context.ok("该group不存在"); continue; } context.setGroup(groupManager.getGroup(name)); } context.setRoute(route); // 命令加入阻塞队列 commandQueue.add(context); } } catch (IOException e) { e.printStackTrace(); } finally { context.close(); } } }

5|0Client

https://github.com/weloe/Java-Distributed-Cache/blob/master/src/main/java/com/weloe/cache/client/Client.java

public class ClientLaunch { static Socket socket; static PrintWriter writer; static BufferedReader reader; static InputStream inputStream; static String host = "127.0.0.1"; static int port = 8081; public static void main(String[] args) { try { // 建立连接 socket = new Socket(host,port); // 获取输出输入流 // 字符输出流,可以直接按行输出 writer = new PrintWriter(new OutputStreamWriter(socket.getOutputStream(), StandardCharsets.UTF_8)); inputStream = socket.getInputStream(); while (true) { Scanner reader = new Scanner(System.in); if (reader.hasNextLine()) { String s = reader.nextLine(); if("exit".equals(s)){ System.out.println("exit cli"); return; } if (!s.isEmpty()) { Object obj; // 操作命令 sendRequest(s.split(" ")); // 响应 obj = inputStreamHandleByteResponse(); System.out.println(obj); } } } } catch (IOException e) { e.printStackTrace(); } finally { // 释放连接 try { if(reader != null) { reader.close(); } } catch (IOException e) { e.printStackTrace(); } try { if(inputStream != null) { inputStream.close(); } } catch (IOException e) { e.printStackTrace(); } try { if(writer != null) { writer.close(); } } catch (Exception e) { e.printStackTrace(); } try { if(socket != null) { socket.close(); } } catch (IOException e) { e.printStackTrace(); } } } private static void sendRequest(String ... args) { writer.println("*"+args.length); for (String arg : args) { writer.println("$"+arg.getBytes(StandardCharsets.UTF_8).length); writer.println(arg); } writer.flush(); } public static Object inputStreamHandleByteResponse() { String result = RESPUtil.parseRESPBytes(inputStream); return RESPUtil.parseRESPString(result); } }

6|0测试

最后我们就可以启动Launch和Client来进行一下使用了

服务端启动

服务端等待接收命令... /127.0.0.1:53779连接 线程13 执行 等待数据传输

客户端发送请求group add test

服务端返回

ok

服务端输出

原始格式 => *3\r\n$5\r\ngroup\r\n$3\r\nadd\r\n$4\r\ntest\r\n 多条批量请求:group add test 接收到/127.0.0.1:53779的命令 执行命令group add :name

客户端设置缓存set test testKey testV

服务端返回

ok

服务端输出

原始格式 => *4\r\n$3\r\nset\r\n$4\r\ntest\r\n$7\r\ntestKey\r\n$5\r\ntestV\r\n 多条批量请求:set test testKey testV 接收到/127.0.0.1:53779的命令 执行命令set :group :k :v

客户端get操作get test testKey

服务端返回

testV

至此,单机的缓存就基本完成~


__EOF__

本文作者秋玻
本文链接https://www.cnblogs.com/weloe/p/17102182.html
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