• 通过okhttp调用SSE流式接口,并将消息返回给客户端


    通过一个完整的java示例来演示如何通过okhttp来调用远程的sse流式接口
    背景:我们有一个智能AI的聊天界面,需要调用三方厂商的大模型chat接口,返回答案(因为AI去理解并检索你的问题的时候这个是比较耗时的,这个时候客户端需要同步的在等待最终结果),所以我们的方案是通过流的方式把结果陆续的返回给客户端,这样能极大的提高用户的体验

    1.引入相关依赖

    		<dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.projectlombok</groupId>
                <artifactId>lombok</artifactId>
                <optional>true</optional>
            </dependency>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-test</artifactId>
                <scope>test</scope>
            </dependency>
            <dependency>
                <groupId>com.squareup.okhttp3</groupId>
                <artifactId>okhttp</artifactId>
                <version>4.2.0</version>
            </dependency>
            <dependency>
                <groupId>com.squareup.okhttp3</groupId>
                <artifactId>okhttp-sse</artifactId>
                <version>4.2.0</version>
            </dependency>
            <dependency>
                <groupId>io.jsonwebtoken</groupId>
                <artifactId>jjwt</artifactId>
                <version>0.9.1</version>
            </dependency>
            <dependency>
                <groupId>com.alibaba</groupId>
                <artifactId>fastjson</artifactId>
                <version>1.2.78</version>
            </dependency>
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35

    2. controller

    package com.demo.controller;
    import com.alibaba.fastjson.JSON;
    import com.demo.listener.SSEListener;
    import com.demo.params.req.ChatGlmDto;
    import com.demo.utils.ApiTokenUtil;
    import com.demo.utils.ExecuteSSEUtil;
    import lombok.extern.slf4j.Slf4j;
    import org.springframework.web.bind.annotation.PostMapping;
    import org.springframework.web.bind.annotation.RequestBody;
    import org.springframework.web.bind.annotation.RestController;
    import javax.servlet.http.HttpServletResponse;
    
    @RestController
    @Slf4j
    public class APITestController {
    
        private static final String API_KEY = "xxxx";
        
        private static final String URL = "xxx";
    
    
        @PostMapping(value = "/sse-invoke", produces = "text/event-stream;charset=UTF-8")
        public void sse(@RequestBody ChatGlmDto chatGlmDto, HttpServletResponse rp) {
    
            try {
                String token = ApiTokenUtil.generateClientToken(API_KEY);
                SSEListener sseListener = new SSEListener(chatGlmDto, rp);
                ExecuteSSEUtil.executeSSE(URL, token, sseListener, JSON.toJSONString(chatGlmDto));
    
            } catch (Exception e) {
                log.error("请求SSE错误处理", e);
    
            }
    
        }
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37

    3. 监听器

    监听器里的事件可以自己定义,然后自己去实现自己相关的业务逻辑,onEvent主要用来接收消息

    package com.demo.listener;
    import com.alibaba.fastjson.JSON;
    import com.demo.params.req.ChatGlmDto;
    import lombok.Data;
    import lombok.extern.slf4j.Slf4j;
    import okhttp3.Response;
    import okhttp3.sse.EventSource;
    import okhttp3.sse.EventSourceListener;
    
    import javax.servlet.http.HttpServletResponse;
    import java.util.concurrent.CountDownLatch;
    
    @Slf4j
    @Data
    public class SSEListener extends EventSourceListener {
    
        private CountDownLatch countDownLatch = new CountDownLatch(1);
    
        private ChatGlmDto chatGlmDto;
    
        private HttpServletResponse rp;
    
        private StringBuffer output = new StringBuffer();
    
        public SSEListener(ChatGlmDto chatGlmDto, HttpServletResponse response) {
            this.chatGlmDto = chatGlmDto;
            this.rp = response;
        }
    
        /**
         * {@inheritDoc}
         * 建立sse连接
         */
        @Override
        public void onOpen(final EventSource eventSource, final Response
                response) {
            if (rp != null) {
                rp.setContentType("text/event-stream");
                rp.setCharacterEncoding("UTF-8");
                rp.setStatus(200);
                log.info("建立sse连接..." + JSON.toJSONString(chatGlmDto));
            } else {
                log.info("客户端非sse推送" + JSON.toJSONString(chatGlmDto));
            }
        }
    
        /**
         * 事件
         *
         * @param eventSource
         * @param id
         * @param type
         * @param data
         */
        @Override
        public void onEvent(EventSource eventSource, String id, String type, String data) {
            try {
                output.append(data);
                if ("finish".equals(type)) {
                    log.info("请求结束{} {}", chatGlmDto.getMessageId(), output.toString());
                }
                if ("error".equals(type)) {
                    log.info("{}: {}source {}", chatGlmDto.getMessageId(), data, JSON.toJSONString(chatGlmDto));
                }
                if (rp != null) {
                    if ("\n".equals(data)) {
                        rp.getWriter().write("event:" + type + "\n");
                        rp.getWriter().write("id:" + chatGlmDto.getMessageId() + "\n");
                        rp.getWriter().write("data:\n\n");
                        rp.getWriter().flush();
                    } else {
                        String[] dataArr = data.split("\\n");
                        for (int i = 0; i < dataArr.length; i++) {
                            if (i == 0) {
                                rp.getWriter().write("event:" + type + "\n");
                                rp.getWriter().write("id:" + chatGlmDto.getMessageId() + "\n");
                            }
                            if (i == dataArr.length - 1) {
                                rp.getWriter().write("data:" + dataArr[i] + "\n\n");
                                rp.getWriter().flush();
                            } else {
                                rp.getWriter().write("data:" + dataArr[i] + "\n");
                                rp.getWriter().flush();
                            }
                        }
                    }
    
                }
            } catch (Exception e) {
                log.error("消息错误[" + JSON.toJSONString(chatGlmDto) + "]", e);
                countDownLatch.countDown();
                throw new RuntimeException(e);
            }
    
        }
    
        /**
         * {@inheritDoc}
         */
        @Override
        public void onClosed(final EventSource eventSource) {
            log.info("sse连接关闭:{}", chatGlmDto.getMessageId());
            log.info("结果输出:{}" + output.toString());
            countDownLatch.countDown();
        }
    
        /**
         * {@inheritDoc}
         */
        @Override
        public void onFailure(final EventSource eventSource, final Throwable t, final Response response) {
            log.error("使用事件源时出现异常... [响应:{}]...", chatGlmDto.getMessageId());
            countDownLatch.countDown();
        }
    
        public CountDownLatch getCountDownLatch() {
            return this.countDownLatch;
        }
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47
    • 48
    • 49
    • 50
    • 51
    • 52
    • 53
    • 54
    • 55
    • 56
    • 57
    • 58
    • 59
    • 60
    • 61
    • 62
    • 63
    • 64
    • 65
    • 66
    • 67
    • 68
    • 69
    • 70
    • 71
    • 72
    • 73
    • 74
    • 75
    • 76
    • 77
    • 78
    • 79
    • 80
    • 81
    • 82
    • 83
    • 84
    • 85
    • 86
    • 87
    • 88
    • 89
    • 90
    • 91
    • 92
    • 93
    • 94
    • 95
    • 96
    • 97
    • 98
    • 99
    • 100
    • 101
    • 102
    • 103
    • 104
    • 105
    • 106
    • 107
    • 108
    • 109
    • 110
    • 111
    • 112
    • 113
    • 114
    • 115
    • 116
    • 117
    • 118
    • 119
    • 120

    4. 相关工具类

    获取token ApiTokenUtil类,这个根据自己的业务需求看是否需要,我这里为了程序能跑起来,就保留了

    package com.demo.utils;
    
    import com.alibaba.fastjson.JSON;
    import io.jsonwebtoken.Jwts;
    import io.jsonwebtoken.SignatureAlgorithm;
    
    import java.nio.charset.StandardCharsets;
    import java.util.HashMap;
    import java.util.Map;
    
    public class ApiTokenUtil {
    
        public static String generateClientToken(String apikey) {
            String[] apiKeyParts = apikey.split("\\.");
            String api_key = apiKeyParts[0];
            String secret = apiKeyParts[1];
    
            Map<String, Object> header = new HashMap<>();
            header.put("alg", SignatureAlgorithm.HS256);
            header.put("sign_type", "SIGN");
            Map<String, Object> payload = new HashMap<>();
            payload.put("api_key", api_key);
            payload.put("exp", System.currentTimeMillis() + 5 * 600 * 1000);
            payload.put("timestamp", System.currentTimeMillis());
            String token = null;
            try {
                token = Jwts.builder().setHeader(header)
                        .setPayload(JSON.toJSONString(payload))
                        .signWith(SignatureAlgorithm.HS256, secret.getBytes(StandardCharsets.UTF_8))
                        .compact();
            } catch (Exception e) {
                System.out.println();
            }
    
            return token;
        }
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38

    ExecuteSSEUtil 类

    package com.demo.utils;
    
    import com.demo.listener.SSEListener;
    import lombok.extern.slf4j.Slf4j;
    import okhttp3.MediaType;
    import okhttp3.Request;
    import okhttp3.RequestBody;
    import okhttp3.sse.EventSource;
    import okhttp3.sse.EventSources;
    
    @Slf4j
    public class ExecuteSSEUtil {
    
        public static void executeSSE(String url, String authToken, SSEListener eventSourceListener, String chatGlm) throws Exception {
            RequestBody formBody = RequestBody.create(chatGlm, MediaType.parse("application/json; charset=utf-8"));
            Request.Builder requestBuilder = new Request.Builder();
            requestBuilder.addHeader("Authorization", authToken);
            Request request = requestBuilder.url(url).post(formBody).build();
            EventSource.Factory factory = EventSources.createFactory(OkHttpUtil.getInstance());
            //创建事件
            factory.newEventSource(request, eventSourceListener);
            eventSourceListener.getCountDownLatch().await();
        }
    
    
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27

    OkHttpUtil 类

    package com.demo.utils;
    import okhttp3.ConnectionPool;
    import okhttp3.OkHttpClient;
    import java.net.Proxy;
    import java.util.concurrent.TimeUnit;
    
    public class OkHttpUtil {
        private static OkHttpClient okHttpClient;
    
        public static ConnectionPool connectionPool = new ConnectionPool(10, 5, TimeUnit.MINUTES);
    
        public static OkHttpClient getInstance() {
            if (okHttpClient == null) { //加同步安全
                synchronized (OkHttpClient.class) {
                    if (okHttpClient == null) { //okhttp可以缓存数据....指定缓存路径
                        okHttpClient = new OkHttpClient.Builder()//构建器
                                .proxy(Proxy.NO_PROXY) //来屏蔽系统代理
                                .connectionPool(connectionPool)
                                .connectTimeout(600, TimeUnit.SECONDS)//连接超时
                                .writeTimeout(600, TimeUnit.SECONDS)//写入超时
                                .readTimeout(600, TimeUnit.SECONDS)//读取超时
                                .build();
                        okHttpClient.dispatcher().setMaxRequestsPerHost(200);
                        okHttpClient.dispatcher().setMaxRequests(200);
                    }
                }
            }
            return okHttpClient;
        }
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31

    ChatGlmDto 请求实体类

    package com.demo.params.req;
    
    import lombok.Data;
    
    /**
     * Created by WeiRan on  2023.03.20 19:19
     */
    @Data
    public class ChatGlmDto {
    
        private String messageId;
    
        private Object prompt;
    
        private String requestTaskNo;
    
        private boolean incremental = true;
    
        private boolean notSensitive = true;
    }
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21

    5. 接口调用调试

    我这里就直接使用curl命令来调用了

    curl 'http://localhost:8080/sse-invoke' --data '{"prompt":[{"role":"user","content":"泰山有多高?"}]}' -H 'Content-Type: application/json'
    
    • 1

    返回结果:
    在这里插入图片描述

    分割线---------------------------------------------------------------------------------------------------------------------------------

    创作不易,三连支持一下吧 👍

    最后送大家一句话白驹过隙,沧海桑田

    文末送福利啦~

    1、Java(SE、JVM)、算法数据结构、数据库(Mysql、redis)、Maven、Netty、RocketMq、Zookeeper、多线程、IO、SSM、Git、Linux、Docker、Web前端相关学习笔记
    2、2023最新BATJ大厂面试题集
    3、项目源码
    4、学习小组
    领取方式:关注下方公主号,回复:【笔记】、【面试】获取相关福利。

    文章持续更新,可以关注下方公众号或者微信搜一搜「 迷迭香编程 」获取项目源码、干货笔记、面试题集,第一时间阅读,获取更完整的链路资料。

  • 相关阅读:
    面试题:jwt 是什么?java-jwt 呢?
    [C++ 网络协议] IOCP(Input Output Completion Port)
    AWS KMS加密和解密
    Linux 语言环境管理命令 locale
    解决echarts配置滚动(dataZoom)后导出图片数据不全问题
    java计算机毕业设计ssm企业日常事务管理系统sl5xl(附源码、数据库)
    CSS 盒子模型
    1-31 正则表达式 String Buffer String Builder
    简单入门linux【二:云原生】linux 云原生命令
    Linux系统自动化安装
  • 原文地址:https://blog.csdn.net/qq_38374397/article/details/133814164