feat: 初步走通 spark Gpt 的对接流程,留下扩展其他 AI 的空间

pom.xml

@@ -37,6 +37,16 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-starter-oauth2-resource-server</artifactId>
         </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-configuration-processor</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.squareup.okhttp3</groupId>
+            <artifactId>okhttp</artifactId>
+            <version>3.14.9</version>
+        </dependency>
 
         <!--    cosmos    -->
 <!--        <dependency>-->

src/main/java/cn/teammodel/ai/SparkGptClient.java

@@ -0,0 +1,115 @@
+package cn.teammodel.ai;
+
+import cn.hutool.json.JSONUtil;
+import cn.teammodel.ai.domain.SparkChatRequestParam;
+import cn.teammodel.ai.listener.SparkGptStreamListener;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.HttpUrl;
+import okhttp3.OkHttpClient;
+import okhttp3.Request;
+import org.springframework.beans.factory.InitializingBean;
+import org.springframework.stereotype.Component;
+
+import javax.annotation.Resource;
+import javax.crypto.Mac;
+import javax.crypto.spec.SecretKeySpec;
+import java.net.URL;
+import java.nio.charset.StandardCharsets;
+import java.text.SimpleDateFormat;
+import java.util.*;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * spark Gpt client
+ * @author winter
+ * @create 2023-12-15 14:29
+ */
+@Component
+@Data
+@Slf4j
+public class SparkGptClient implements InitializingBean {
+    @Resource
+    private SparkGptProperties sparkGptProperties;
+    private OkHttpClient okHttpClient;
+    private String authUrl;
+
+    /**
+    * 静态构造对象方法
+    */
+    public void init() {
+        String authUrl = genAuthUrl(sparkGptProperties.getEndpoint(), sparkGptProperties.getApiKey(), sparkGptProperties.getApiSecret());
+        this.authUrl = authUrl.replace("http://", "ws://").replace("https://", "wss://");
+        log.info("鉴权 url: {}", this.authUrl);
+
+        this.okHttpClient = new OkHttpClient()
+                .newBuilder()
+                .connectTimeout(90, TimeUnit.SECONDS)
+                .readTimeout(90, TimeUnit.SECONDS)
+                .writeTimeout(90, TimeUnit.SECONDS)
+                .build();
+    }
+
+    /**
+    * 流式的生成结果,以 sse 的方式向客户端推送
+    */
+    public void streamChatCompletion(SparkChatRequestParam param, SparkGptStreamListener listener) {
+        try {
+            param.setAppId(sparkGptProperties.getAppId());
+            Request request = new Request.Builder().url(authUrl).build();
+            // 设置请求参数
+            listener.setRequestJson(param.toJsonParams());
+            log.info("请求参数 {}", JSONUtil.parseObj(param.toJsonParams()).toStringPretty());
+            okHttpClient.newWebSocket(request, listener);
+        } catch (Exception e) {
+            log.error("Spark AI 请求异常: {}", e.getMessage());
+            e.printStackTrace();
+        }
+    }
+
+    /**
+     * 生成鉴权URL
+     */
+    public static String genAuthUrl(String endpoint, String apiKey, String apiSecret) {
+        URL url = null;
+        String date = null;
+        String preStr = null;
+        Mac mac = null;
+        try {
+            url = new URL(endpoint);
+            // 时间
+            SimpleDateFormat format = new SimpleDateFormat("EEE, dd MMM yyyy HH:mm:ss z", Locale.US);
+            format.setTimeZone(TimeZone.getTimeZone("GMT"));
+            date = format.format(new Date());
+            // 拼接
+            preStr = "host: " + url.getHost() + "\n" +
+                    "date: " + date + "\n" +
+                    "GET " + url.getPath() + " HTTP/1.1";
+            // SHA256加密
+            mac = Mac.getInstance("hmacsha256");
+            SecretKeySpec spec = new SecretKeySpec(apiSecret.getBytes(StandardCharsets.UTF_8), "hmacsha256");
+            mac.init(spec);
+        } catch (Exception e) {
+            log.error("生成鉴权URL失败, endpoint: {}, apiKey: {}, apiSecret: {}", endpoint, apiKey, apiSecret);
+            throw new RuntimeException(e);
+        }
+
+        byte[] hexDigits = mac.doFinal(preStr.getBytes(StandardCharsets.UTF_8));
+        // Base64加密
+        String sha = Base64.getEncoder().encodeToString(hexDigits);
+        // 拼接
+        String authorization = String.format("api_key=\"%s\", algorithm=\"%s\", headers=\"%s\", signature=\"%s\"", apiKey, "hmac-sha256", "host date request-line", sha);
+        // 拼接地址
+        HttpUrl httpUrl = Objects.requireNonNull(HttpUrl.parse("https://" + url.getHost() + url.getPath())).newBuilder().
+                addQueryParameter("authorization", Base64.getEncoder().encodeToString(authorization.getBytes(StandardCharsets.UTF_8))).
+                addQueryParameter("date", date).//
+                addQueryParameter("host", url.getHost()).//
+                build();
+        return httpUrl.toString();
+    }
+
+    @Override
+    public void afterPropertiesSet() throws Exception {
+        init();
+    }
+}

src/main/java/cn/teammodel/ai/SparkGptProperties.java

@@ -0,0 +1,20 @@
+package cn.teammodel.ai;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.context.annotation.Configuration;
+
+/**
+ * @author winter
+ * @create 2023-12-15 14:29
+ */
+
+@Data
+@Configuration
+@ConfigurationProperties(prefix = "spark.gpt")
+public class SparkGptProperties {
+    private String endpoint;
+    private String appId;
+    private String apiKey;
+    private String apiSecret;
+}

src/main/java/cn/teammodel/ai/SseHelper.java

@@ -0,0 +1,30 @@
+package cn.teammodel.ai;
+
+import lombok.experimental.UtilityClass;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+@UtilityClass
+@Slf4j
+public class SseHelper {
+    /**
+    * 断开 server 与 client 的 sse 连接
+    */
+    public void complete(SseEmitter sseEmitter) {
+        try {
+            sseEmitter.complete();
+        } catch (Exception e) {
+        }
+    }
+
+    /**
+    * 向 client 发送消息
+    */
+    public void send(SseEmitter sseEmitter, Object data) {
+        try {
+            sseEmitter.send(data);
+        } catch (Exception e) {
+            log.error("sseEmitter send error", e);
+        }
+    }
+}

src/main/java/cn/teammodel/ai/domain/SparkChatRequestParam.java

@@ -0,0 +1,83 @@
+package cn.teammodel.ai.domain;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * 调用星火大模型需要向其 endpoint 传递的参数
+ * @author winter
+ * @create 2023-12-15 16:04
+ */
+@Data
+@Builder
+// 注意这两个注解一起使用会让无参构造丢失
+public class SparkChatRequestParam {
+    //应用appid，从开放平台控制台创建的应用中获取
+    private String appId;
+    //每个用户的id，用于区分不同用户
+    private String uid;
+    //指定访问的领域,general指向V1.5版本 generalv2指向V2版本。注意：不同的取值对应的url也不一样！
+    @Builder.Default
+    private String domain = "generalv3";
+    //核采样阈值。用于决定结果随机性，取值越高随机性越强即相同的问题得到的不同答案的可能性越高
+    @Builder.Default
+    private Float temperature = 0.5F;
+    //模型回答的tokens的最大长度
+    @Builder.Default
+    private Integer maxTokens = 2048;
+    //从k个候选中随机选择⼀个（⾮等概率）
+    @Builder.Default
+    private Integer top_k = 4;
+    //用于关联用户会话
+    private String chatId;
+    private List<Message> messageList;
+
+
+    @Data
+    @AllArgsConstructor
+    public static class Message {
+        private String role;
+        private String content;
+
+        /**
+        * 一个类下面有两种类型的对象,使用静态的对象产生方法,好思路
+        */
+        public static Message ofUser(String content){
+            return new Message("user",content);
+        }
+
+        public static Message ofAssistant(String content){
+            return new Message("assistant",content);
+        }
+    }
+
+    public String toJsonParams(){
+        ObjectMapper om = new ObjectMapper();
+        ObjectNode root = om.createObjectNode();
+        ObjectNode header = om.createObjectNode();
+        header.put("app_id",appId);
+        header.put("uid",uid);
+        ObjectNode parameter = om.createObjectNode();
+        ObjectNode chat = om.createObjectNode();
+        chat.put("domain", domain);
+        chat.put("temperature", temperature);
+        chat.put("max_tokens", maxTokens);
+        chat.put("top_k", top_k);
+        chat.put("chat_id", chatId);
+        parameter.set("chat", chat);
+
+        ObjectNode payload = om.createObjectNode();
+        payload.set("message", om.createObjectNode().putPOJO("text", messageList));
+
+        root.set("header", header);
+        root.set("parameter", parameter);
+        root.set("payload", payload);
+        return root.toString();
+    }
+
+}

src/main/java/cn/teammodel/ai/domain/SparkChatResponse.java

@@ -0,0 +1,77 @@
+package cn.teammodel.ai.domain;
+
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * spark ws 的响应实体
+ * @Author: winter
+ */
+@Data
+public class SparkChatResponse {
+    private Header header;
+    private Payload payload;
+
+    @Data
+    public static class Header{
+        /**
+        * 错误码，0表示正常，非0表示出错
+        */
+        private Integer code;
+        private String message;
+        private String sid;
+        /**
+         * 会话状态，取值为[0,1,2]；0代表首次结果；1代表中间结果；2代表最后一个结果
+         */
+        private Integer status;
+    }
+
+    @Data
+    public static class Payload{
+        private Choices choices;
+        private Usage usage;
+    }
+
+    @Data
+    public static class Choices{
+        private Integer status;
+        private Integer seq;
+        private List<Text> text;
+    }
+
+    @Data
+    public static class Usage{
+        private UsageText text;
+    }
+    @Data
+    public static class UsageText{
+        private Integer question_tokens;
+        /**
+         * 包含历史问题的总tokens大小
+         */
+        private Integer prompt_tokens;
+        /**
+         * 回答的tokens大小
+         */
+        private Integer completion_tokens;
+        /**
+         * prompt_tokens和completion_tokens的和，也是本次交互计费的tokens大小
+         */
+        private Integer total_tokens;
+    }
+
+    @Data
+    public static class Text{
+        /**
+         * AI的回答内容
+         */
+        private String content;
+        /**
+         * 角色标识，固定为assistant，标识角色为AI
+         */
+        private String role;
+        private Integer index;
+    }
+
+}

src/main/java/cn/teammodel/ai/listener/SparkGptStreamListener.java

@@ -0,0 +1,96 @@
+package cn.teammodel.ai.listener;
+
+import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONUtil;
+import cn.teammodel.ai.SseHelper;
+import cn.teammodel.ai.domain.SparkChatResponse;
+import cn.teammodel.common.ErrorCode;
+import cn.teammodel.config.exception.ServiceException;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import okhttp3.Response;
+import okhttp3.WebSocket;
+import okhttp3.WebSocketListener;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.annotation.Nullable;
+import javax.validation.constraints.NotNull;
+import java.util.function.Consumer;
+
+/**
+ * okhttp 调用 ws 接口时的 listner
+ * @author winter
+ * @create 2023-12-15 16:17
+ */
+@EqualsAndHashCode(callSuper = true)
+@Data
+@Slf4j
+@RequiredArgsConstructor
+public class SparkGptStreamListener extends WebSocketListener {
+    private final SseEmitter sseEmitter;
+    private String requestJson;
+    /**
+    * 模型响应的完整回复
+    */
+    private String answer = "";
+
+    @Override
+    public void onOpen(WebSocket webSocket, @NotNull Response response) {
+        // ws 建立连接后发送请求的数据, 在 onMessage 中接受 server 的响应数据
+        webSocket.send(requestJson);
+        // 执行成功回调
+        try {
+            onOpen.accept(webSocket);
+        } catch (Exception e) {
+            // todo: 这儿不应该直接调她
+            this.onFailure(webSocket, e, response);
+        }
+    }
+
+    @Override
+    public void onMessage(WebSocket webSocket, String text) {
+        // 向 sse 推送消息(一次 onMessage 事件推送一次)
+        SparkChatResponse sparkChatResponse = JSONUtil.toBean(text, SparkChatResponse.class);
+        // 请求是否异常
+        if (sparkChatResponse.getHeader().getCode() != 0) {
+            this.onFailure(
+                    webSocket,
+                    new ServiceException(ErrorCode.SYSTEM_ERROR.getCode(),
+                    sparkChatResponse.getHeader().getMessage()),
+            null
+            );
+        }
+        // 推送回答 segment
+        String msgSegment = sparkChatResponse.getPayload().getChoices().getText().get(0).getContent();
+        // 处理消息格式(空格和换行符)
+        msgSegment = StrUtil.replace(msgSegment, " ", " ").replaceAll("\n", "&#92n");
+        answer += msgSegment;
+        SseHelper.send(sseEmitter, msgSegment);
+
+        // 处理模型的最终响应
+        if (sparkChatResponse.getHeader().getStatus() == 2) {
+            // 其实 spark 会主动断开连接
+            webSocket.close(1000, "done");
+            onComplete.accept(answer);
+            SseHelper.complete(sseEmitter);
+        }
+
+    }
+
+    @Override
+    public void onFailure(WebSocket webSocket, Throwable t, @Nullable Response response) {
+        webSocket.close(1000, t.getMessage());
+        this.onError.accept(t);
+        // 失败时结束 sse 连接
+        SseHelper.send(sseEmitter,t.getMessage() + "[DONE]");
+        SseHelper.complete(sseEmitter);
+    }
+
+
+    // 这几个 function 可以在 listener 被调用时设置, 实现类似事件的回调
+    protected Consumer<WebSocket> onOpen = (s) -> {};
+    protected Consumer<Throwable> onError = (s) -> {};
+    protected Consumer<String> onComplete = (s) -> {};
+}

src/main/java/cn/teammodel/common/CommonConstant.java

@@ -6,4 +6,5 @@ package cn.teammodel.common;
  */
 public interface CommonConstant {
     String DASH = "-";
+
 }

src/main/java/cn/teammodel/common/FiveEducations.java

@@ -0,0 +1,13 @@
+package cn.teammodel.common;
+
+/**
+ * @author winter
+ * @create 2023-12-14 12:19
+ */
+public interface FiveEducations {
+    String MORAL = "美德";
+    String INTELLECTUAL = "美智";
+    String PHYSICAL = "体育";
+    String AESTHETIC = "美艺";
+    String  LABOUR = "劳动";
+}

src/main/java/cn/teammodel/controller/admin/controller/AdminAppraiseController.java

@@ -0,0 +1,32 @@
+package cn.teammodel.controller.admin.controller;
+
+import cn.teammodel.common.R;
+import cn.teammodel.controller.admin.service.AdminAppraiseService;
+import cn.teammodel.model.dto.admin.UpdateAchievementRuleDto;
+import cn.teammodel.model.entity.appraise.AchievementRule;
+import io.swagger.annotations.ApiOperation;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import javax.annotation.Resource;
+import java.util.List;
+
+/**
+ * @author winter
+ * @create 2023-12-13 16:07
+ */
+@RestController
+@RequestMapping("admin/appraise")
+public class AdminAppraiseController {
+    @Resource
+    private AdminAppraiseService adminAppraiseService;
+
+    @PostMapping("updateAchieveRule")
+    @ApiOperation("更新的 rule 节点将会直接覆盖老节点")
+    public R<List<AchievementRule>> updateAchieveRule(@RequestBody UpdateAchievementRuleDto ruleDto) {
+        List<AchievementRule> res = adminAppraiseService.updateAchieveRule(ruleDto);
+        return R.success(res);
+    }
+}

src/main/java/cn/teammodel/controller/admin/service/AdminAppraiseService.java

@@ -1,6 +1,8 @@
 package cn.teammodel.controller.admin.service;
 
 import cn.teammodel.model.dto.admin.TimeRangeDto;
+import cn.teammodel.model.dto.admin.UpdateAchievementRuleDto;
+import cn.teammodel.model.entity.appraise.AchievementRule;
 import cn.teammodel.model.vo.admin.IndexData;
 import cn.teammodel.model.vo.admin.RankPo;
 import cn.teammodel.model.vo.admin.RankVo;
@@ -28,4 +30,6 @@ public interface AdminAppraiseService {
     List<RankPo> appraiseNodeRank(TimeRangeDto timeRangeDto);
 
     List<StudentRankVo> studentRank(TimeRangeDto timeRangeDto);
+
+    List<AchievementRule> updateAchieveRule(UpdateAchievementRuleDto ruleDto);
 }

src/main/java/cn/teammodel/controller/admin/service/impl/AdminAppraiseServiceImpl.java

@@ -7,7 +7,10 @@ import cn.teammodel.config.exception.ServiceException;
 import cn.teammodel.controller.admin.service.AdminAppraiseService;
 import cn.teammodel.dao.*;
 import cn.teammodel.model.dto.admin.TimeRangeDto;
+import cn.teammodel.model.dto.admin.UpdateAchievementRuleDto;
 import cn.teammodel.model.entity.User;
+import cn.teammodel.model.entity.appraise.AchievementRule;
+import cn.teammodel.model.entity.appraise.Appraise;
 import cn.teammodel.model.entity.school.ClassInfo;
 import cn.teammodel.model.entity.school.School;
 import cn.teammodel.model.entity.school.Student;
@@ -18,10 +21,14 @@ import cn.teammodel.model.vo.admin.RankVo;
 import cn.teammodel.model.vo.admin.StudentRankVo;
 import cn.teammodel.model.vo.appraise.RecordVo;
 import cn.teammodel.security.utils.SecurityUtil;
+import cn.teammodel.utils.RepositoryUtil;
 import cn.teammodel.utils.SchoolDateUtil;
+import com.azure.cosmos.models.CosmosPatchOperations;
+import com.azure.cosmos.models.PartitionKey;
 import com.azure.spring.data.cosmos.core.query.CosmosPageRequest;
 import org.apache.commons.lang3.ObjectUtils;
 import org.apache.commons.lang3.StringUtils;
+import org.springframework.beans.BeanUtils;
 import org.springframework.data.domain.Slice;
 import org.springframework.stereotype.Service;
 
@@ -46,10 +53,9 @@ public class AdminAppraiseServiceImpl implements AdminAppraiseService {
     @Resource
     private TeacherRepository teacherRepository;
     @Resource
-    private StudentRepository studentRepository;
-    @Resource
     private AppraiseRepository appraiseRepository;
-
+    @Resource
+    private StudentRepository studentRepository;
     @Resource
     private AppraiseRecordRepository appraiseRecordRepository;
 
@@ -130,7 +136,7 @@ public class AdminAppraiseServiceImpl implements AdminAppraiseService {
         String academicYearId = timeRangeDto.getAcademicYearId();
         String schoolId = SecurityUtil.getLoginUser().getSchoolId();
 
-        // fixme: 是否对时间范围做一些限制
+        // fixme: 是否对时间范围做一些限制(不能确保当前周有数据)
         // 无参默认当前周
         if (startTime == null || endTime == null) {
             // 将时间范围调整为当前周的周一到当前时间
@@ -150,6 +156,10 @@ public class AdminAppraiseServiceImpl implements AdminAppraiseService {
                 endTime
         );
 
+        if (res != null) {
+            res = res.stream().sorted((o1, o2) -> o2.getCreateTime().compareTo(o1.getCreateTime())).collect(Collectors.toList());
+        }
+
         return res;
     }
 
@@ -167,6 +177,7 @@ public class AdminAppraiseServiceImpl implements AdminAppraiseService {
                 startTime,
                 endTime
         );
+
         if (ObjectUtils.isEmpty(rankPoList)) return null;
         Set<String> classIdSet = rankPoList.stream().map(RankPo::getId).collect(Collectors.toSet());
         // 注意: 如果查询 in 的查询集在数据库中不存在,则在结果集也不会为 null.
@@ -307,4 +318,46 @@ public class AdminAppraiseServiceImpl implements AdminAppraiseService {
         return res;
     }
 
+    @Override
+    public List<AchievementRule> updateAchieveRule(UpdateAchievementRuleDto ruleDto) {
+        String periodId = ruleDto.getPeriodId();
+        UpdateAchievementRuleDto.UpdateRule updateRule = ruleDto.getUpdateRule();
+        // fixme: 判断 参数
+        if (ObjectUtils.isEmpty(updateRule) || StringUtils.isBlank(updateRule.getId())) {
+            throw new ServiceException(ErrorCode.PARAMS_ERROR.getCode(), "rule id 不能为空");
+        }
+        User user = SecurityUtil.getLoginUser();
+        String schoolId = user.getSchoolId();
+//        String schoolId = "template";
+
+        Appraise appraise = RepositoryUtil.findOne(appraiseRepository.findRulesById(schoolId, periodId), "参数错误，找不到该学段下的评价规则");
+        List<AchievementRule> rules = appraise.getAchievementRules();
+        if (ObjectUtils.isEmpty(rules)) {
+            throw new ServiceException(ErrorCode.OPERATION_ERROR.getCode(), "该学段暂无没有成就规则");
+        }
+        // sort rules by level
+        rules = rules.stream().sorted(Comparator.comparing(AchievementRule::getLevel)).collect(Collectors.toList());
+        boolean flag = false;
+        int lastPromotionCount = 0;
+        for (int i = 0, rulesSize = rules.size(); i < rulesSize; i++) {
+            AchievementRule rule = rules.get(i);
+            if (updateRule.getId().equals(rule.getId())) {
+                BeanUtils.copyProperties(updateRule, rule);
+                lastPromotionCount = rule.getLevelCount() * rule.getPromotionLevel();
+                rule.setPromotionCount(lastPromotionCount);
+                flag = true;
+                continue;
+            }
+            // 处理后面的节点,将 promotionCount 依次修改
+            if (flag) {
+                lastPromotionCount = lastPromotionCount + rule.getLevelCount() * rule.getPromotionLevel();
+                rule.setPromotionCount(lastPromotionCount);
+            }
+        }
+
+        CosmosPatchOperations operations = CosmosPatchOperations.create().replace("/achievementRules", rules);
+        Appraise saved = appraiseRepository.save(appraise.getId(), new PartitionKey(PK.PK_APPRAISE), Appraise.class, operations);
+        return saved.getAchievementRules();
+    }
+
 }

src/main/java/cn/teammodel/controller/frontend/AiController.java

@@ -0,0 +1,28 @@
+package cn.teammodel.controller.frontend;
+
+import cn.teammodel.model.dto.ai.ChatCompletionReqDto;
+import cn.teammodel.service.ChatMessageService;
+import io.swagger.annotations.ApiOperation;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.annotation.Resource;
+import javax.validation.Valid;
+
+@RestController
+@RequestMapping("/public/ai")
+public class AiController {
+    @Resource
+    private ChatMessageService chatMessageService;
+
+    @PostMapping("chat/completion")
+    @ApiOperation("与 spark 的流式对话")
+    public SseEmitter chatCompletion(@RequestBody @Valid ChatCompletionReqDto chatCompletionReqDto) {
+        return chatMessageService.chatCompletion(chatCompletionReqDto);
+    }
+    @GetMapping("test/completion")
+    @ApiOperation("与 spark 的流式对话")
+    public SseEmitter testChatCompletion() {
+        return chatMessageService.chatCompletion(null);
+    }
+}

src/main/java/cn/teammodel/controller/frontend/AppraiseController.java

@@ -1,9 +1,11 @@
-package cn.teammodel.controller;
+package cn.teammodel.controller.frontend;
 
+import cn.teammodel.common.IdRequest;
 import cn.teammodel.common.R;
 import cn.teammodel.model.dto.Appraise.*;
 import cn.teammodel.model.entity.appraise.Appraise;
 import cn.teammodel.model.vo.appraise.AppraiseRecordVo;
+import cn.teammodel.model.vo.appraise.StudentReportVo;
 import cn.teammodel.service.EvaluationService;
 import io.swagger.annotations.ApiOperation;
 import org.springframework.web.bind.annotation.PostMapping;
@@ -71,5 +73,13 @@ public class AppraiseController {
         return R.success(res);
     }
 
+    @PostMapping("studentReport")
+    @ApiOperation(value = "查看学生当前的学期的实时评价报告")
+    public R<StudentReportVo> studentReport(@Valid @RequestBody IdRequest idRequest) {
+        StudentReportVo res = evaluationService.studentReport(idRequest);
+        return R.success(res);
+    }
+
+
 
 }

src/main/java/cn/teammodel/controller/frontend/HelloController.java

@@ -1,4 +1,4 @@
-package cn.teammodel.controller;
+package cn.teammodel.controller.frontend;
 
 import cn.teammodel.common.R;
 import cn.teammodel.dao.AppraiseRepository;

src/main/java/cn/teammodel/dao/AppraiseRecordRepository.java

@@ -111,6 +111,7 @@ public interface AppraiseRecordRepository extends CosmosRepository<AppraiseRecor
             "group by c.targetId, n.appraiseNode.isPraise")
     List<RankPo> studentRank(String code, String academicYearId, Long startTime, Long endTime);
 
+    // test script
     @Query("select * from Student as c where c.code = @code")
     List<AppraiseRecord> findByCode(String code);
 }

src/main/java/cn/teammodel/dao/AppraiseRepository.java

@@ -33,7 +33,8 @@ public interface AppraiseRepository extends CosmosRepository<Appraise, String> {
     List<Appraise> findTemplateTree();
     @Query("SELECT value n FROM School AS s join n in s.nodes where s.code = @code and n.id = @nodeId")
     List<AppraiseTreeNode> findNodeById(@Param("code") String code, @Param("nodeId") String nodeId);
-
     @Query("select n.id, n.name from School as c join n in c.nodes where c.code = @code and n.id in (@ids)")
     List<AppraiseTreeNode> findAllByCodeAndIdIn(String code, Set<String> ids);
+    @Query("SELECT c.id, c.achievementRules FROM School AS c where c.code = 'Appraise' and c.schoolId = @schoolId and c.periodId = @periodId")
+    List<Appraise> findRulesById(String schoolId, String periodId);
 }

src/main/java/cn/teammodel/dao/StudentRepository.java

@@ -11,6 +11,8 @@ import java.util.Set;
 @Repository
 public interface StudentRepository extends CosmosRepository<Student, String> {
 
+    @Deprecated
+    // 似乎会出现 irs 的重复问题,建议使用下面的 findByIdAndCode
     Student findStudentByIdAndCode(String id, String code);
 
     @Query("select c.pk, c.code, c.id, c.name, c.gender, c.schoolId, c.periodId, c.year, c.createTime, c.picture, c.mail, c.mobile, c.country, c.classId, c.no, c.groupId, c.groupName, c.guardians, c.irs, c.salt from Student as c where c.id = @id and c.code = @code")

src/main/java/cn/teammodel/model/dto/admin/UpdateAchievementRuleDto.java

@@ -0,0 +1,45 @@
+package cn.teammodel.model.dto.admin;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+import javax.validation.constraints.NotNull;
+
+/**
+ * @author winter
+ * @create 2023-12-13 17:34
+ */
+@Data
+public class UpdateAchievementRuleDto {
+    @NotNull
+    @ApiModelProperty("学段 id")
+    private String periodId;
+    @ApiModelProperty("更新的 rule 节点: 将会直接覆盖老节点")
+    private UpdateRule updateRule;
+
+    @Data
+    public static class UpdateRule {
+        @NotNull
+        private String id;
+        /**
+         * 等级名称
+         */
+        @NotNull
+        private String name;
+        /**
+         * 等级 logo
+         */
+        @NotNull
+        private String logo;
+        /**
+         * 每次所需表扬数
+         */
+        @NotNull
+        private Integer levelCount;
+        /**
+         * 晋级所需下一等级所需当前等级次数
+         */
+        @NotNull
+        private Integer promotionLevel;
+    }
+}

src/main/java/cn/teammodel/model/dto/ai/ChatCompletionReqDto.java

@@ -0,0 +1,16 @@
+package cn.teammodel.model.dto.ai;
+
+import lombok.Data;
+
+import javax.validation.constraints.NotBlank;
+
+@Data
+public class ChatCompletionReqDto {
+    private Long sessionId;
+    /**
+    * 预设的会话面具
+    */
+    private Long appId;
+    @NotBlank(message = "请输入消息内容")
+    private String text;
+}

src/main/java/cn/teammodel/model/entity/appraise/AchievementRule.java

@@ -0,0 +1,38 @@
+package cn.teammodel.model.entity.appraise;
+
+import lombok.Data;
+
+/**
+ * 成就的晋级规则
+ * @author winter
+ * @create 2023-12-13 15:23
+ */
+@Data
+public class AchievementRule {
+    private String id;
+    /**
+    * 等级名称
+    */
+    private String name;
+    /**
+    * 等级 logo
+    */
+    private String logo;
+    /**
+    * 等级顺序
+    */
+    private Integer level;
+    /**
+    * 每次所需表扬数
+    */
+    private Integer levelCount;
+    /**
+    * 晋级所需下一等级所需当前等级次数
+    */
+    private Integer promotionLevel;
+    /**
+    * 晋升到下一等级所需总表扬树
+    */
+    private Integer promotionCount;
+
+}

src/main/java/cn/teammodel/model/entity/appraise/Appraise.java

@@ -26,7 +26,12 @@ public class Appraise extends BaseItem {
     * 学段 id (默认 default, 模板为 template)
     */
     private String periodId;
-
+    /**
+    * 评价树的扁平化节点
+    */
     private List<AppraiseTreeNode> nodes;
-
+    /**
+    * 成就等级节点
+    */
+    private List<AchievementRule> achievementRules;
 }

src/main/java/cn/teammodel/model/entity/school/SchoolConfig.java

@@ -0,0 +1,16 @@
+package cn.teammodel.model.entity.school;
+
+import lombok.Data;
+
+/**
+ * 学校的配置项
+ * @author winter
+ * @create 2023-12-13 11:44
+ */
+@Data
+public class SchoolConfig {
+    /**
+    * 学校积分名字
+    */
+    private String scoreName = "醍摩豆";
+}

src/main/java/cn/teammodel/model/vo/appraise/StudentReportVo.java

@@ -0,0 +1,20 @@
+package cn.teammodel.model.vo.appraise;
+
+import cn.teammodel.model.entity.appraise.AchievementRule;
+import lombok.Data;
+
+import java.util.Map;
+
+/**
+ * 学生个人评价 vo
+ * @author winter
+ * @create 2023-12-04 15:26
+ */
+@Data
+public class StudentReportVo {
+    private Integer praiseCount;
+    private Integer score;
+    private Map<String, Integer> praiseDistribution;
+    private Map<String, Integer> criticalDistribution;
+    private AchievementRule curAchievement;
+}

src/main/java/cn/teammodel/service/ChatMessageService.java

@@ -0,0 +1,15 @@
+package cn.teammodel.service;
+
+import cn.teammodel.model.dto.ai.ChatCompletionReqDto;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+/**
+ * @author winter
+ * @create 2023-12-18 15:20
+ */
+public interface ChatMessageService {
+    /**
+    * AI 聊天
+    */
+    SseEmitter chatCompletion(ChatCompletionReqDto chatCompletionReqDto);
+}

src/main/java/cn/teammodel/service/EvaluationService.java

@@ -1,9 +1,11 @@
 package cn.teammodel.service;
 
+import cn.teammodel.common.IdRequest;
 import cn.teammodel.model.dto.Appraise.*;
 import cn.teammodel.model.entity.appraise.Appraise;
 import cn.teammodel.model.entity.appraise.AppraiseTreeNode;
 import cn.teammodel.model.vo.appraise.AppraiseRecordVo;
+import cn.teammodel.model.vo.appraise.StudentReportVo;
 
 import java.util.List;
 
@@ -52,4 +54,9 @@ public interface EvaluationService {
     List<AppraiseRecordVo> findVoteRecord(FindVoteRecordDto findVoteRecordDto);
 
     void recallVote(RecallVoteDto recallVoteDto);
+
+    /**
+    * 学生评价报告
+    */
+    StudentReportVo studentReport(IdRequest idRequest);
 }

src/main/java/cn/teammodel/service/impl/ChatMessageServiceImpl.java

@@ -0,0 +1,69 @@
+package cn.teammodel.service.impl;
+
+import cn.teammodel.ai.SparkGptClient;
+import cn.teammodel.ai.SseHelper;
+import cn.teammodel.ai.domain.SparkChatRequestParam;
+import cn.teammodel.ai.listener.SparkGptStreamListener;
+import cn.teammodel.model.dto.ai.ChatCompletionReqDto;
+import cn.teammodel.model.entity.User;
+import cn.teammodel.security.utils.SecurityUtil;
+import cn.teammodel.service.ChatMessageService;
+import com.google.common.collect.Lists;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+import javax.annotation.Resource;
+import java.util.List;
+
+/**
+ * @author winter
+ * @create 2023-12-18 15:20
+ */
+@Service
+@Slf4j
+public class ChatMessageServiceImpl implements ChatMessageService {
+    @Resource
+    private SparkGptClient sparkGptClient;
+
+    @Override
+    public SseEmitter chatCompletion(ChatCompletionReqDto chatCompletionReqDto) {
+        // 目前仅使用讯飞星火大模型
+        User user = SecurityUtil.getLoginUser();
+        String userId = user.getId();
+       String text = chatCompletionReqDto.getText();
+//        String userId = "123";
+//        String text = "hello, how should I call you?";
+        SseEmitter sseEmitter = new SseEmitter(-1L);
+        SparkGptStreamListener listener = new SparkGptStreamListener(sseEmitter);
+
+        // open 回调
+        listener.setOnOpen((s) -> {
+            // 敏感词检查,计费
+            log.info("callback: ws open event emmit");
+        });
+        // 对话完成的回调
+        listener.setOnComplete((s) -> {
+            log.info("callback: ws complete event emmit");
+            SseHelper.send(sseEmitter, "[DONE]");
+            // 处理完成后的事件: 保存消息记录
+        });
+        // 错误的回调
+        listener.setOnError((s) -> {
+            log.error("callback: ws error" );
+            // 返还积分
+        });
+        // todo: 拉取对话上下文
+        List<SparkChatRequestParam.Message> messageList = Lists.newArrayList();
+        messageList.add(SparkChatRequestParam.Message.ofUser(text));
+        // todo: sessionId
+        SparkChatRequestParam requestParam = SparkChatRequestParam
+                .builder()
+                .uid(userId)
+                .chatId("123")
+                .messageList(messageList)
+                .build();
+        sparkGptClient.streamChatCompletion(requestParam, listener);
+        return sseEmitter;
+    }
+}

src/main/java/cn/teammodel/service/impl/EvaluationServiceImpl.java

@@ -2,19 +2,18 @@ package cn.teammodel.service.impl;
 
 import cn.hutool.core.lang.UUID;
 import cn.teammodel.common.ErrorCode;
+import cn.teammodel.common.IdRequest;
 import cn.teammodel.common.PK;
 import cn.teammodel.config.exception.ServiceException;
 import cn.teammodel.dao.*;
 import cn.teammodel.model.dto.Appraise.*;
 import cn.teammodel.model.entity.User;
-import cn.teammodel.model.entity.appraise.Appraise;
+import cn.teammodel.model.entity.appraise.*;
-import cn.teammodel.model.entity.appraise.AppraiseRecord;
-import cn.teammodel.model.entity.appraise.AppraiseRecordItem;
-import cn.teammodel.model.entity.appraise.AppraiseTreeNode;
 import cn.teammodel.model.entity.school.ClassInfo;
 import cn.teammodel.model.entity.school.School;
 import cn.teammodel.model.entity.school.Student;
 import cn.teammodel.model.vo.appraise.AppraiseRecordVo;
+import cn.teammodel.model.vo.appraise.StudentReportVo;
 import cn.teammodel.security.utils.SecurityUtil;
 import cn.teammodel.service.EvaluationService;
 import cn.teammodel.utils.RepositoryUtil;
@@ -82,7 +81,6 @@ public class EvaluationServiceImpl implements EvaluationService {
         User loginUser = SecurityUtil.getLoginUser();
         String schoolId = loginUser.getSchoolId();
         Appraise appraise = appraiseRepository.findAppraiseBySchoolIdAndPeriodIdAndCode(schoolId, periodId, PK.PK_APPRAISE);
-        // todo: 是否要对学段进行鉴权
         if (appraise != null) {
             return this.buildTree(appraise);
         }
@@ -91,7 +89,8 @@ public class EvaluationServiceImpl implements EvaluationService {
         if (appraise == null) {
             throw new ServiceException();
         }
-        refreshAppraiseTree(appraise.getNodes());
+        // refresh
+        refreshAppraiseTree(appraise);
         appraise.setPeriodId(periodId);
         appraise.setSchoolId(schoolId);
         appraise.setId(null);
@@ -99,10 +98,13 @@ public class EvaluationServiceImpl implements EvaluationService {
         return this.buildTree(appraise);
     }
 
+
     /**
-    * 将树的节点的 id 进行替换(天才)
+    * 将 appraise 进行替换(天才)
     */
-    private void refreshAppraiseTree(List<AppraiseTreeNode> nodes) {
+    private void refreshAppraiseTree(Appraise appraise) {
+        List<AppraiseTreeNode> nodes = appraise.getNodes();
+        List<AchievementRule> rules = appraise.getAchievementRules();
         List<AppraiseTreeNode> children = nodes.stream().filter(item -> item.getPid() != null).collect(Collectors.toList());
         // 将非 root 的 nodes 通过 pid 收集成 list, 再遍历 nodes, 将其每一个 id 对应 map 中的 list 的 pid修改成新的 id 即可
         Map<String, List<AppraiseTreeNode>> pidNodeMap = children.stream().collect(Collectors.groupingBy(AppraiseTreeNode::getPid));
@@ -118,6 +120,8 @@ public class EvaluationServiceImpl implements EvaluationService {
             item.setCreator("template");
         });
 
+        // refresh rules
+        rules.forEach(item -> item.setId(UUID.randomUUID().toString()));
     }
 
     @Override
@@ -328,9 +332,10 @@ public class EvaluationServiceImpl implements EvaluationService {
         } else {
             CosmosPatchOperations operations = CosmosPatchOperations.create();
             operations.add("/nodes/0", item);
-            // 表扬
+            // 表扬 (待改进不会减少表扬数)
-            long praise = appraiseTreeNode.isPraise() ? 1 : -1;
+            if (appraiseTreeNode.isPraise()) {
-            operations.increment("/praiseCount", praise);
+                operations.increment("/praiseCount", 1);
+            }
             // 加分
             int scoreToPlus = ObjectUtils.isEmpty(appraiseTreeNode.getScore()) ? 0 : appraiseTreeNode.getScore();
             operations.increment("/score", scoreToPlus);
@@ -401,6 +406,67 @@ public class EvaluationServiceImpl implements EvaluationService {
         appraiseRecordRepository.save(appraiseRecord);
     }
 
+    @Override
+    public StudentReportVo studentReport(IdRequest idRequest) {
+        String studentId = idRequest.getId();
+        User user = SecurityUtil.getLoginUser();
+        String schoolId = user.getSchoolId();
+        // 查询学生信息,学段等
+        Student student = RepositoryUtil.findOne(studentRepository.findByIdAndCode(studentId, String.format(PK.STUDENT, schoolId)), "当前学生不存在");
+        String periodId = student.getPeriodId();
+        String classId = student.getClassId();
+        List<School.Semester> semesters = schoolRepository.findSemestersById(schoolId, periodId);
+        // 生成学年 id
+        String academicYearId = SchoolDateUtil.calculateAcademicYearId(semesters, LocalDate.now());
+        // 查询评价文档
+        AppraiseRecord appraiseRecord = appraiseRecordRepository.findAppraiseRecordByTargetIdAndClassIdAndAcademicYearIdAndCode(
+                studentId,
+                classId,
+                academicYearId,
+                String.format(PK.PK_APPRAISE_RECORD, schoolId)
+        );
+        if (appraiseRecord == null || appraiseRecord.getNodes() == null) {
+            return null;
+        }
+        List<AppraiseRecordItem> records = appraiseRecord.getNodes();
+        // 查询成就规则
+        Appraise appraise = RepositoryUtil.findOne(appraiseRepository.findRulesById(schoolId, periodId), "当前成就规则还未创建");
+        List<AchievementRule> rules = appraise.getAchievementRules();
+        StudentReportVo reportVo = new StudentReportVo();
+        // 计算雷达图
+        Map<String, Integer> praiseDistribution = new HashMap<>();
+        Map<String, Integer> criticalDistribution = new HashMap<>();
+        for (AppraiseRecordItem record : records) {
+            AppraiseTreeNode appraiseNode = record.getAppraiseNode();
+            String[] path = appraiseNode.getPath();
+            String root = path[0];
+            if (appraiseNode.isPraise()) {
+                praiseDistribution.put(root, praiseDistribution.getOrDefault(root, 0) + 1);
+            } else {
+                criticalDistribution.put(root, criticalDistribution.getOrDefault(root, 0) + 1);
+            }
+        }
+        // 计算成就项 (排序
+        rules = rules.stream().sorted(Comparator.comparing(AchievementRule::getLevel).reversed()).collect(Collectors.toList());
+        Integer praiseCount = appraiseRecord.getPraiseCount();
+        AchievementRule curAchievement = rules.get(0);
+        for (AchievementRule rule : rules) {
+            Integer promotionCount = rule.getPromotionCount();
+            int flag = praiseCount / promotionCount;
+            // 说明当前规则成就匹配
+            if (flag >= 1) {
+                curAchievement = rule;
+                break;
+            }
+        }
+        reportVo.setPraiseCount(appraiseRecord.getPraiseCount());
+        reportVo.setScore(appraiseRecord.getScore());
+        reportVo.setPraiseDistribution(praiseDistribution);
+        reportVo.setCriticalDistribution(criticalDistribution);
+        reportVo.setCurAchievement(curAchievement);
+        return reportVo;
+    }
+
     /**
     * 递归收集 id 的节点及 id 节点的孩子节点 (迭代器删除居然也报错)
     */

src/main/resources/application.yml

@@ -17,8 +17,6 @@ spring:
         key: JTUVk92Gjsx17L0xqxn0X4wX2thDPMKiw4daeTyV1HzPb6JmBeHdtFY1MF1jdctW1ofgzqkDMFOtcqS46by31A==
         populate-query-metrics: true
 
-
-
   security:
     oauth2:
       resourceserver:
@@ -26,6 +24,14 @@ spring:
           issuer-uri: https://login.partner.microsoftonline.cn/4807e9cf-87b8-4174-aa5b-e76497d7392b/v2.0
           audiences: 72643704-b2e7-4b26-b881-bd5865e7a7a5
 
+spark:
+  gpt:
+    endpoint: https://spark-api.xf-yun.com/v3.1/chat
+    appId: c49d1e24
+    apiKey: 6c586e7dd1721ed1bb19bdb573b4ad34
+    apiSecret: MDU1MTU1Nzg4MDg2ZTJjZWU3MmI4ZGU1
+
+
 jwt:
   secret: fXO6ko/qyXeYrkecPeKdgXnuLXf9vMEtnBC9OB3s+aA=
 

src/test/java/cn/teammodel/TeamModelExtensionApplicationTests.java

@@ -8,10 +8,8 @@ import cn.teammodel.dao.SchoolRepository;
 import cn.teammodel.dao.StudentRepository;
 import cn.teammodel.manager.DingAlertNotifier;
 import cn.teammodel.model.dto.admin.TimeRangeDto;
-import cn.teammodel.model.entity.appraise.Appraise;
+import cn.teammodel.model.dto.admin.UpdateAchievementRuleDto;
-import cn.teammodel.model.entity.appraise.AppraiseRecord;
+import cn.teammodel.model.entity.appraise.*;
-import cn.teammodel.model.entity.appraise.AppraiseRecordItem;
-import cn.teammodel.model.entity.appraise.AppraiseTreeNode;
 import cn.teammodel.model.entity.school.School;
 import cn.teammodel.model.vo.admin.RankPo;
 import cn.teammodel.service.EvaluationService;
@@ -207,8 +205,16 @@ class TeamModelExtensionApplicationTests {
         }
     }
 
-//    @Test
+    @Test
-//    public void batchUpdateTimeFormat() {
+    public void batchAppraiseSelect() {
-//
+        UpdateAchievementRuleDto ruleDto = new UpdateAchievementRuleDto();
-//    }
+        ruleDto.setPeriodId("template");
+        AchievementRule rule = new AchievementRule();
+        rule.setId("1");
+        rule.setLevelCount(10);
+        rule.setPromotionLevel(5);
+        rule.setLogo("https://www.baidu.com");
+//        ruleDto.setUpdateRule(rule);
+        System.out.println(adminAppraiseService.updateAchieveRule(ruleDto));
+    }
 }