前言
本篇我們將完成一個RESP的socket的服務端,初步完成一個單機版快取。
另外在其中我們還需要完成命令的動態路由
原始碼:https://github.com/weloe/Java-Distributed-Cache
本篇程式碼:
https://github.com/weloe/Java-Distributed-Cache/tree/master/src/main/java/com/weloe/cache/server
上篇:快取管理 https://www.cnblogs.com/weloe/p/17068891.html
RESP協議
RESP協議支援5種資料型別:字串,異常,整數,多行字串,陣列
資料型別由第一個位元組進行區分,不同部分使用\r\n
來分開
'+'
: 簡單字串'-'
: 異常':'
: 整數'$'
: 多行字串'*'
: 陣列
簡單字串一般用來返回該操作無誤,操作成功,例如返回+ok\r\n
異常: -error msg\r\n
整數:: 1\r\n
多行字串:
$4\r\n
test
這裡的4是實際資料的長度
實際資訊為 test
陣列:
*2\r\n
$2\r\n
ab\r\n
$3\r\n
cde\r\n
資訊為字串陣列[ab][cde]
實現
根據協議我們就能編寫出對請求資訊的解析類了,我們把它抽象為一個工具類
對返回內容解析的程式碼
/**
* 讀取RESP協議的位元組,轉為String
*
* @return String
*/
public static String parseRESPBytes(InputStream inputStream) {
byte[] bytes;
String result = null;
try {
while (inputStream.available() == 0) {
}
bytes = new byte[inputStream.available()];
inputStream.read(bytes);
result = new String(bytes);
} catch (IOException e) {
e.printStackTrace();
}
return result;
}
/**
* 解析RESP協議的String
*
* @param raw
* @return
*/
public static Object parseRESPString(String raw) {
byte type = raw.getBytes()[0];
String result = raw.substring(1);
switch (type) {
case '+':
// +ok\r\n
// 讀單行
return result.replace("\r\n", "");
case '-':
// 異常
// -Error msg\r\n
throw new RuntimeException(result.replace("\r\n", ""));
case ':':
// 數字
return result.replace("\r\n", "");
case '$':
return result.split("\r\n")[1];
case '*':
// 多行字串
String[] strList = result.substring(result.indexOf("$")).split("\r\n");
System.out.print("多條批次請求:");
List<String> list = new LinkedList<>();
for (int i = 1; i < strList.length; i += 2) {
System.out.print(strList[i] + " ");
list.add(strList[i]);
}
System.out.println();
return list;
default:
throw new RuntimeException("錯誤的資料格式");
}
}
傳送請求的程式碼
/**
* 傳送RESP請求
* @param host
* @param port
* @param args
* @return
* @throws IOException
*/
public static byte[] sendRequest(String host,Integer port, String ... args) throws IOException {
Socket socket = new Socket(host,port);
RESPRequest request = new RESPRequest(socket);
PrintWriter writer = new PrintWriter(new OutputStreamWriter(socket.getOutputStream(), StandardCharsets.UTF_8));
sendRequest(writer,args);
byte[] param = request.getBytes();
request.close();
writer.close();
socket.close();
return param;
}
/**
* 傳送RESP請求
* @param writer
* @param args
* @throws IOException
*/
public static void sendRequest(PrintWriter writer, String ... args) throws IOException {
writer.println("*"+args.length);
for (String arg : args) {
writer.println("$"+arg.getBytes(StandardCharsets.UTF_8).length);
writer.println(arg);
}
writer.flush();
}
命令的解析
透過RESP協議的實現,我們就能做到對我們的快取傳送命令,那麼我們又該怎麼對命令進行解析,然後做出對應的操作呢?
這裡我們使用字首樹結構來進行動態路由
Node
首先要構建樹的節點
需要注意的是隻有葉子節點才有pattern
isWild來判斷是否有萬用字元則是為了來匹配使用者輸入的引數,我們設定路由的時候用:
作為萬用字元
例如設定路由set :group :k :v
命令為:set g1 k1 v1
把 :group和g1匹配,:k和k1匹配,:v和v1匹配
最後我們要解析出 group = g1 , k = k1, v = v1
/**
* @author weloe
*/
public class Node {
/**
* 待匹配的命令引數,只有最後一層才有 例如 set :group :key :value
*/
private String pattern;
/**
* 命令引數的一部分例如 set :group :key :value 中的 :group
*/
private String part;
/**
* 子節點
*/
private List<Node> children;
/**
* 是否是萬用字元節點
*/
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<>();
}
}
註冊節點的方法
/**
* 註冊節點
*
* @param pattern
* @param parts
* @param height
*/
public void insert(String pattern, String[] parts, int height) {
// 終止條件,height匹配完,到了最下層
if (parts.length == height) {
this.pattern = pattern;
return;
}
String part = parts[height];
// 匹配出一個子節點
Node child = matchChild(part);
if (child == null) {
// 如果當前part的第一個字元是":"或者"*"就為模糊匹配
child = new Node(part, part.startsWith(":") || part.startsWith("*"));
// 增加當前節點的子節點
children.add(child);
}
child.insert(pattern, parts, height + 1);
}
註冊節點方法中呼叫的machChild()為 根據part部分匹配子節點的方法
/**
* 根據part匹配子節點
*
* @param part
* @return 第一個匹配節點
*/
public Node matchChild(String part) {
for (Node child : children) {
if (child.part.equals(part) || child.isWild) {
return child;
}
}
return null;
}
根據字串陣列(輸入命令)來遞迴匹配出對應葉子節點的方法
/**
* 根據parts[]匹配出節點
* @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;
}
// 匹配到節點
return this;
}
String part = parts[height];
// 根據part找到匹配的子節點
List<Node> children = matchChildren(part);
for (Node child : children) {
Node node = child.search(parts, height + 1);
if(node != null){
return node;
}
}
return null;
}
search方法中呼叫的matchChildren為 根據part來匹配出所有符合的子節點的方法
/**
* 根據part匹配子節點
* @param part
* @return 所有匹配的節點
*/
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;
}
Router
Router提供了新增路由和根據使用者命令匹配路由的方法
這裡的HandlerFunc是需要我們在新增路由addRoute時進行設定的命令對應的處理函式
這裡的Route類是我們在getRoute時返回的,node就是匹配到的樹的葉子節點,map為匹配到的萬用字元引數
例如設定路由set :group :k :v
命令為:set g1 k1 v1
把 :group和g1匹配,:k和k1匹配,:v和v1匹配
map即為 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;
}
}
/**
* 根節點
*/
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);
// 判斷有沒有該method對應的根節點,沒有就建一個
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);
}
}
測試
這裡相當於我們輸入delete g1 k1 v1
匹配到命令為 delete
匹配到的引數為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");
}
服務端
根據以上內容我們可以封裝出RESPContext,RESPRqeuest,以及RESPReqspnse類
RESPContext
作為一個服務端自然有上下文資訊,我們將它封裝為一個Context類
/**
* @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協議的位元組
*
* @return
*/
public String parseRESPBytes() {
String result = request.parseRESPBytes();
return result;
}
/**
* 解析RESP協議的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);
}
}
RESPRequest
/**
* @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協議的位元組
*
* @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協議的位元組
*
* @return
*/
public String parseRESPBytes() {
byte[] bytes;
byte[] buf = new byte[1];
String result = null;
try {
System.out.println("等待資料傳輸");
// try {
// // 讀不到阻塞
// 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協議的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
// 讀單行
return result.replace("\r\n", "");
case '-':
// 異常
// -Error msg\r\n
throw new RuntimeException(result.replace("\r\n", ""));
case ':':
// 數字
return result.replace("\r\n", "");
case '$':
return result.substring(1).replace("\r\n", "");
case '*':
// 多行字串
String[] strList = result.substring(result.indexOf("$")).split("\r\n");
System.out.print("多條批次請求:");
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("錯誤的資料格式");
}
}
public void close() throws IOException {
if (inputStream != null) {
inputStream.close();
}
}
public InputStream getInputStream() {
return inputStream;
}
}
RESPResponse
/**
* @author weloe
*/
public class RESPResponse {
private PrintWriter writer;
public RESPResponse(Socket socket) throws IOException {
// 字元輸出流,可以直接按行輸出
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;
}
}
Service
命令有對應的HandlerFunc函式,我們就需要在函式中呼叫我們的相應的service,因此需要抽象出對應的service
這裡的service為對前篇快取管理中的類的簡單呼叫,就不再一一贅述
ConfigService
/**
* 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;
}
}
DeleteService
/**
* 刪除key相關操作
* @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 "";
}
}
ExpireService
/**
* 設定,獲取key的過期時間,單位秒
* @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;
}
}
GroupService
/**
* 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 "";
}
}
StringService
/**
* 快取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 "";
}
}
ServiceFactory
為了方便管理,另外寫了管理service的類
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);
}
}
CommandQueue
這裡我們使用多執行緒io解析命令,單執行緒執行命令的模型,多執行緒解析完命令得到Route後把Context加入到阻塞佇列中,再消費阻塞佇列的Context執行命令
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("服務端等待接收命令...");
while (true) {
RESPContext respContext = null;
try {
respContext = commandQueue.take();
} catch (InterruptedException e) {
respContext.error(e.getMessage());
e.printStackTrace();
continue;
}
System.out.println("執行命令"+respContext.getRoute().getNode().getPattern());
// 執行命令
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;
}
}
Launch服務端啟動類
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 {
// 註冊路由資訊
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() + "連線");
poolExecutor.submit(() -> task(commandQueue, socket));
}
}
private static void task(CommandQueue commandQueue, Socket socket) {
RESPContext context = null;
System.out.println("執行緒"+Thread.currentThread().getId()+" 執行");
try {
while (true) {
context = new RESPContext();
context.initServer(socket,new RESPRequest(socket),new RESPResponse(socket));
Object requestData = null;
try {
// 處理請求
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("請檢查你的命令引數");
continue;
}
Map<String, String> paramMap = route.getMap();
String name = paramMap.get("group");
if(name != null){
if(groupManager.getGroup(name) == null){
context.ok("該group不存在");
continue;
}
context.setGroup(groupManager.getGroup(name));
}
context.setRoute(route);
// 命令加入阻塞佇列
commandQueue.add(context);
}
} catch (IOException e) {
e.printStackTrace();
} finally {
context.close();
}
}
}
Client
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 {
// 建立連線
socket = new Socket(host,port);
// 獲取輸出輸入流
// 字元輸出流,可以直接按行輸出
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(" "));
// 響應
obj = inputStreamHandleByteResponse();
System.out.println(obj);
}
}
}
} catch (IOException e) {
e.printStackTrace();
} finally {
// 釋放連線
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);
}
}
測試
最後我們就可以啟動Launch和Client來進行一下使用了
服務端啟動
服務端等待接收命令...
/127.0.0.1:53779連線
執行緒13 執行
等待資料傳輸
客戶端傳送請求group add test
服務端返回
ok
服務端輸出
原始格式 => *3\r\n$5\r\ngroup\r\n$3\r\nadd\r\n$4\r\ntest\r\n
多條批次請求:group add test
接收到/127.0.0.1:53779的命令
執行命令group add :name
客戶端設定快取set test testKey testV
服務端返回
ok
服務端輸出
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
多條批次請求:set test testKey testV
接收到/127.0.0.1:53779的命令
執行命令set :group :k :v
客戶端get操作get test testKey
服務端返回
testV
至此,單機的快取就基本完成~