feat: 优化ASR任务接管逻辑和前端多语言支持
- 在后端实现ASR任务接管逻辑，支持恢复未完成的任务 - 添加前端多语言支持，引入 `react-i18next` 库 -dev_na
chenhao
parent
11ab76f2ed
commit
0ccf0aa87d
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@ -24,6 +24,7 @@ import org.springframework.beans.factory.annotation.Value;
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import org.springframework.data.redis.core.StringRedisTemplate;
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import org.springframework.scheduling.annotation.Async;
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import org.springframework.stereotype.Service;
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import org.springframework.transaction.annotation.Transactional;
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import java.net.URI;
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import java.net.URLEncoder;
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@ -60,30 +61,27 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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@Override
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@Async
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public void dispatchTasks(Long meetingId) {
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// 尝试获取轮询锁，防止并发执行
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String lockKey = RedisKeys.meetingPollingLockKey(meetingId);
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Boolean acquired = redisTemplate.opsForValue().setIfAbsent(lockKey, "locked", 30, TimeUnit.MINUTES);
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if (Boolean.FALSE.equals(acquired)) {
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log.warn("Meeting {} task is already being processed by another thread", meetingId);
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log.warn("Meeting {} is already being processed", meetingId);
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return;
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}
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try {
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log.info("Starting real AI processing for meeting ID: {}", meetingId);
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Meeting meeting = meetingMapper.selectById(meetingId);
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if (meeting == null) return;
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// 1. 执行 ASR 识别
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// 1. 执行 ASR 识别 (含接管逻辑)
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String asrText = processAsrTask(meeting);
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// 2. 执行 LLM 总结
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processSummaryTask(meeting, asrText);
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// 完成后清除进度
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redisTemplate.delete(RedisKeys.meetingProgressKey(meetingId));
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} catch (Exception e) {
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log.error("Meeting {} AI Task Flow failed", meetingId, e);
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updateMeetingStatus(meetingId, 4); // Overall Failed
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updateMeetingStatus(meetingId, 4);
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updateProgress(meetingId, -1, "分析失败: " + e.getMessage(), 0);
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} finally {
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redisTemplate.delete(lockKey);
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@ -95,13 +93,15 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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public void dispatchSummaryTask(Long meetingId) {
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Meeting meeting = meetingMapper.selectById(meetingId);
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if (meeting == null) return;
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try {
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// 获取已有转录全文
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List<MeetingTranscript> transcripts = transcriptMapper.selectList(new LambdaQueryWrapper<MeetingTranscript>()
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.eq(MeetingTranscript::getMeetingId, meetingId)
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.orderByAsc(MeetingTranscript::getStartTime));
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if (transcripts.isEmpty()) {
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throw new RuntimeException("没有找到可用的转录文本，无法生成总结");
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}
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String asrText = transcripts.stream()
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.map(t -> (t.getSpeakerName() != null ? t.getSpeakerName() : t.getSpeakerId()) + ": " + t.getContent())
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.collect(Collectors.joining("\n"));
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@ -110,64 +110,73 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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} catch (Exception e) {
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log.error("Re-summary failed for meeting {}", meetingId, e);
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updateMeetingStatus(meetingId, 4);
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updateProgress(meetingId, -1, "总结失败: " + e.getMessage(), 0);
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}
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}
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private String processAsrTask(Meeting meeting) throws Exception {
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updateMeetingStatus(meeting.getId(), 1); // 识别中
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updateProgress(meeting.getId(), 5, "已提交识别请求...", 0);
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updateMeetingStatus(meeting.getId(), 1);
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AiModel asrModel = aiModelService.getById(meeting.getAsrModelId());
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if (asrModel == null) throw new RuntimeException("ASR Model config not found");
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if (asrModel == null) throw new RuntimeException("ASR模型配置不存在");
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// 构建请求参数并转码
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Map<String, Object> req = new HashMap<>();
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String rawAudioUrl = meeting.getAudioUrl();
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String encodedAudioUrl = Arrays.stream(rawAudioUrl.split("/"))
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.map(part -> {
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try {
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return URLEncoder.encode(part, StandardCharsets.UTF_8).replace("+", "%20");
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} catch (Exception e) { return part; }
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})
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.collect(Collectors.joining("/"));
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String fullAudioUrl = serverBaseUrl + (encodedAudioUrl.startsWith("/") ? "" : "/") + encodedAudioUrl;
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req.put("file_path", fullAudioUrl);
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req.put("use_spk_id", meeting.getUseSpkId() != null && meeting.getUseSpkId() == 1);
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String submitUrl = asrModel.getBaseUrl().endsWith("/") ? asrModel.getBaseUrl() + "api/tasks/recognition" : asrModel.getBaseUrl() + "/api/tasks/recognition";
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String taskId = null;
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AiTask taskRecord = null;
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// 处理热词权重
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List<Map<String, Object>> formattedHotwords = new ArrayList<>();
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if (meeting.getHotWords() != null && !meeting.getHotWords().isEmpty()) {
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List<HotWord> entities = hotWordService.list(new LambdaQueryWrapper<HotWord>()
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.eq(HotWord::getTenantId, meeting.getTenantId())
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.in(HotWord::getWord, meeting.getHotWords()));
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Map<String, Integer> weightMap = entities.stream().collect(Collectors.toMap(HotWord::getWord, HotWord::getWeight, (v1, v2) -> v1));
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for (String w : meeting.getHotWords()) {
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formattedHotwords.add(Map.of("hotword", w, "weight", weightMap.getOrDefault(w, 10) / 10.0));
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// --- 核心：接管逻辑 ---
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List<AiTask> existingTasks = this.list(new LambdaQueryWrapper<AiTask>()
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.eq(AiTask::getMeetingId, meeting.getId())
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.eq(AiTask::getTaskType, "ASR")
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.orderByDesc(AiTask::getStartedAt));
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if (!existingTasks.isEmpty()) {
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AiTask lastTask = existingTasks.get(0);
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if (lastTask.getResponseData() != null && lastTask.getResponseData().get("task_id") != null) {
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String potentialTaskId = lastTask.getResponseData().get("task_id").toString();
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log.info("Attempting to resume ASR task {} for meeting {}", potentialTaskId, meeting.getId());
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// 验证旧 taskId 是否依然有效
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String checkUrl = asrModel.getBaseUrl().endsWith("/") ? asrModel.getBaseUrl() + "api/tasks/" + potentialTaskId : asrModel.getBaseUrl() + "/api/tasks/" + potentialTaskId;
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try {
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String checkResp = get(checkUrl);
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JsonNode node = objectMapper.readTree(checkResp);
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if (node.path("code").asInt() == 200) {
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taskId = potentialTaskId;
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taskRecord = lastTask;
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log.info("Successfully resumed ASR task {}", taskId);
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}
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} catch (Exception e) {
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log.warn("Old task ID {} is invalid, will start a new one", potentialTaskId);
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}
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}
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}
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req.put("hotwords", formattedHotwords);
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AiTask taskRecord = createAiTask(meeting.getId(), "ASR", req);
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// 提交
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String submitUrl = asrModel.getBaseUrl().endsWith("/") ? asrModel.getBaseUrl() + "api/tasks/recognition" : asrModel.getBaseUrl() + "/api/tasks/recognition";
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String respBody = postJson(submitUrl, req);
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JsonNode submitNode = objectMapper.readTree(respBody);
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if (submitNode.path("code").asInt() != 200) {
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updateAiTaskFail(taskRecord, "Submission Failed: " + respBody);
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throw new RuntimeException("ASR引擎拒绝请求: " + submitNode.path("msg").asText());
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// 如果没有可接管的任务，则发起新任务
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if (taskId == null) {
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updateProgress(meeting.getId(), 5, "正在提交识别请求...", 0);
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Map<String, Object> req = buildAsrRequest(meeting);
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taskRecord = createAiTask(meeting.getId(), "ASR", req);
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String respBody = postJson(submitUrl, req);
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JsonNode submitNode = objectMapper.readTree(respBody);
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if (submitNode.path("code").asInt() != 200) {
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updateAiTaskFail(taskRecord, "Submission Failed: " + respBody);
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throw new RuntimeException("ASR引擎拒绝请求: " + submitNode.path("msg").asText());
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}
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taskId = submitNode.path("data").path("task_id").asText();
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taskRecord.setResponseData(Map.of("task_id", taskId));
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this.updateById(taskRecord);
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}
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String taskId = submitNode.path("data").path("task_id").asText();
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String queryUrl = asrModel.getBaseUrl().endsWith("/") ? asrModel.getBaseUrl() + "api/tasks/" + taskId : asrModel.getBaseUrl() + "/api/tasks/" + taskId;
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// 轮询带防护
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// 轮询逻辑 (带防卡死防护)
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JsonNode resultNode = null;
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int lastPercent = -1;
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int unchangedCount = 0;
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for (int i = 0; i < 600; i++) { // Max 20 minutes
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for (int i = 0; i < 600; i++) {
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Thread.sleep(2000);
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String queryResp = get(queryUrl);
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JsonNode statusNode = objectMapper.readTree(queryResp);
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@ -177,25 +186,17 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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if ("completed".equalsIgnoreCase(status)) {
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resultNode = data.path("result");
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updateAiTaskSuccess(taskRecord, statusNode);
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updateProgress(meeting.getId(), 85, "语音转录完成，准备进行总结...", 0);
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break;
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} else if ("failed".equalsIgnoreCase(status)) {
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updateAiTaskFail(taskRecord, "ASR reported failure: " + queryResp);
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throw new RuntimeException("ASR处理失败: " + data.path("message").asText());
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updateAiTaskFail(taskRecord, "ASR engine reported failure: " + queryResp);
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throw new RuntimeException("ASR引擎处理失败: " + data.path("message").asText());
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} else {
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// 处理中：同步进度到 Redis
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int currentPercent = data.path("percentage").asInt();
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String message = data.path("message").asText();
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int eta = data.path("eta").asInt(0);
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// 缩放到 0-85% 范围
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int scaledPercent = (int)(currentPercent * 0.85);
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updateProgress(meeting.getId(), Math.max(5, scaledPercent), message, eta);
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updateProgress(meeting.getId(), (int)(currentPercent * 0.85), data.path("message").asText(), eta);
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// 防死循环逻辑：如果进度长时间不动且不是 0
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if (currentPercent > 0 && currentPercent == lastPercent) {
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unchangedCount++;
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if (unchangedCount > 40) throw new RuntimeException("ASR处理停滞，自动超时");
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if (++unchangedCount > 45) throw new RuntimeException("识别任务长时间无进度增长，自动强制超时");
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} else {
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unchangedCount = 0;
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}
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@ -205,7 +206,40 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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if (resultNode == null) throw new RuntimeException("ASR轮询超时");
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// 解析并入库 (适配新 Speaker 格式)
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// 解析并入库 (防御性清理旧数据)
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return saveTranscripts(meeting, resultNode);
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}
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private Map<String, Object> buildAsrRequest(Meeting meeting) {
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Map<String, Object> req = new HashMap<>();
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String rawAudioUrl = meeting.getAudioUrl();
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String encodedAudioUrl = Arrays.stream(rawAudioUrl.split("/"))
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.map(part -> {
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try { return URLEncoder.encode(part, StandardCharsets.UTF_8).replace("+", "%20"); }
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catch (Exception e) { return part; }
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})
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.collect(Collectors.joining("/"));
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req.put("file_path", serverBaseUrl + (encodedAudioUrl.startsWith("/") ? "" : "/") + encodedAudioUrl);
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req.put("use_spk_id", meeting.getUseSpkId() != null && meeting.getUseSpkId() == 1);
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List<Map<String, Object>> hotwords = new ArrayList<>();
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if (meeting.getHotWords() != null && !meeting.getHotWords().isEmpty()) {
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List<HotWord> entities = hotWordService.list(new LambdaQueryWrapper<HotWord>()
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.eq(HotWord::getTenantId, meeting.getTenantId()).in(HotWord::getWord, meeting.getHotWords()));
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Map<String, Integer> weightMap = entities.stream().collect(Collectors.toMap(HotWord::getWord, HotWord::getWeight, (v1, v2) -> v1));
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for (String w : meeting.getHotWords()) {
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hotwords.add(Map.of("hotword", w, "weight", weightMap.getOrDefault(w, 10) / 10.0));
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}
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}
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req.put("hotwords", hotwords);
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return req;
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}
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@Transactional(rollbackFor = Exception.class)
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protected String saveTranscripts(Meeting meeting, JsonNode resultNode) {
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// 关键：入库前清理旧记录，防止恢复任务导致数据重复
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transcriptMapper.delete(new LambdaQueryWrapper<MeetingTranscript>().eq(MeetingTranscript::getMeetingId, meeting.getId()));
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StringBuilder sb = new StringBuilder();
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JsonNode segments = resultNode.path("segments");
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if (segments.isArray()) {
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@ -214,12 +248,10 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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MeetingTranscript mt = new MeetingTranscript();
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mt.setMeetingId(meeting.getId());
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// 解析 Speaker 对象
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JsonNode spkNode = seg.path("speaker");
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String spkId = spkNode.path("user_id").asText("spk_0");
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String spkName = spkNode.path("name").asText(spkId);
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// 用户名称转换逻辑
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if (spkId.matches("\\d+")) {
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SysUser user = sysUserMapper.selectById(Long.parseLong(spkId));
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if (user != null) spkName = user.getDisplayName() != null ? user.getDisplayName() : user.getUsername();
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@ -241,8 +273,8 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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}
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private void processSummaryTask(Meeting meeting, String asrText) throws Exception {
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updateMeetingStatus(meeting.getId(), 2); // 总结中
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updateProgress(meeting.getId(), 90, "正在进行 AI 智能总结...", 0);
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updateMeetingStatus(meeting.getId(), 2);
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updateProgress(meeting.getId(), 90, "正在生成智能总结纪要...", 0);
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AiModel llmModel = aiModelService.getById(meeting.getSummaryModelId());
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if (llmModel == null) return;
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@ -252,7 +284,7 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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req.put("temperature", llmModel.getTemperature());
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req.put("messages", List.of(
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Map.of("role", "system", "content", meeting.getPromptContent()),
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Map.of("role", "user", "content", "请总结以下内容：\n" + asrText)
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Map.of("role", "user", "content", "请总结以下会议内容：\n" + asrText)
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));
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AiTask taskRecord = createAiTask(meeting.getId(), "SUMMARY", req);
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@ -271,13 +303,13 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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if (response.statusCode() == 200 && respNode.has("choices")) {
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String content = respNode.path("choices").path(0).path("message").path("content").asText();
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meeting.setSummaryContent(content);
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meeting.setStatus(3); // Finished
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meeting.setStatus(3);
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meetingMapper.updateById(meeting);
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updateAiTaskSuccess(taskRecord, respNode);
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updateProgress(meeting.getId(), 100, "分析已完成", 0);
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updateProgress(meeting.getId(), 100, "全流程分析完成", 0);
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} else {
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updateAiTaskFail(taskRecord, "LLM failed: " + response.body());
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throw new RuntimeException("AI总结生成失败");
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updateAiTaskFail(taskRecord, "LLM Summary failed: " + response.body());
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throw new RuntimeException("AI总结生成异常");
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}
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}
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@ -291,53 +323,38 @@ public class AiTaskServiceImpl extends ServiceImpl<AiTaskMapper, AiTask> impleme
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redisTemplate.opsForValue().set(RedisKeys.meetingProgressKey(meetingId),
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objectMapper.writeValueAsString(progress), 1, TimeUnit.HOURS);
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} catch (Exception e) {
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log.error("Update progress to redis failed", e);
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log.error("Redis progress update error", e);
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}
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}
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private String postJson(String url, Object body) throws Exception {
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HttpRequest request = HttpRequest.newBuilder()
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.uri(URI.create(url))
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.header("Content-Type", "application/json")
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.POST(HttpRequest.BodyPublishers.ofString(objectMapper.writeValueAsString(body)))
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.build();
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return httpClient.send(request, HttpResponse.BodyHandlers.ofString()).body();
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return httpClient.send(HttpRequest.newBuilder().uri(URI.create(url)).header("Content-Type", "application/json")
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.POST(HttpRequest.BodyPublishers.ofString(objectMapper.writeValueAsString(body))).build(),
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HttpResponse.BodyHandlers.ofString()).body();
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}
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private String get(String url) throws Exception {
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HttpRequest request = HttpRequest.newBuilder().uri(URI.create(url)).GET().build();
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return httpClient.send(request, HttpResponse.BodyHandlers.ofString()).body();
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return httpClient.send(HttpRequest.newBuilder().uri(URI.create(url)).GET().build(), HttpResponse.BodyHandlers.ofString()).body();
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}
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private void updateMeetingStatus(Long id, int status) {
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Meeting m = new Meeting();
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m.setId(id);
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m.setStatus(status);
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meetingMapper.updateById(m);
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Meeting m = new Meeting(); m.setId(id); m.setStatus(status); meetingMapper.updateById(m);
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}
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private AiTask createAiTask(Long meetingId, String type, Map<String, Object> req) {
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AiTask task = new AiTask();
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task.setMeetingId(meetingId);
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task.setTaskType(type);
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task.setStatus(1);
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task.setRequestData(req);
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task.setStartedAt(LocalDateTime.now());
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this.save(task);
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return task;
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task.setMeetingId(meetingId); task.setTaskType(type); task.setStatus(1);
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task.setRequestData(req); task.setStartedAt(LocalDateTime.now());
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this.save(task); return task;
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}
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private void updateAiTaskSuccess(AiTask task, JsonNode resp) {
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task.setStatus(2);
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task.setResponseData(objectMapper.convertValue(resp, Map.class));
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task.setCompletedAt(LocalDateTime.now());
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this.updateById(task);
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task.setStatus(2); task.setResponseData(objectMapper.convertValue(resp, Map.class));
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task.setCompletedAt(LocalDateTime.now()); this.updateById(task);
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}
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private void updateAiTaskFail(AiTask task, String error) {
|
||||
task.setStatus(3);
|
||||
task.setErrorMsg(error);
|
||||
task.setCompletedAt(LocalDateTime.now());
|
||||
this.updateById(task);
|
||||
task.setStatus(3); task.setErrorMsg(error);
|
||||
task.setCompletedAt(LocalDateTime.now()); this.updateById(task);
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -8,6 +8,7 @@ import {
|
|||
PlusOutlined, EditOutlined, DeleteOutlined, SearchOutlined,
|
||||
UserOutlined, GlobalOutlined
|
||||
} from '@ant-design/icons';
|
||||
import { useTranslation } from 'react-i18next';
|
||||
import { useDict } from '../../hooks/useDict';
|
||||
import {
|
||||
getHotWordPage,
|
||||
|
|
@ -23,6 +24,7 @@ const { Option } = Select;
|
|||
const { Text } = Typography;
|
||||
|
||||
const HotWords: React.FC = () => {
|
||||
const { t } = useTranslation();
|
||||
const [form] = Form.useForm();
|
||||
const { items: categories, loading: dictLoading } = useDict('biz_hotword_category');
|
||||
const [loading, setLoading] = useState(false);
|
||||
|
|
|
|||
|
|
@ -41,7 +41,7 @@ const MeetingProgressDisplay: React.FC<{ meetingId: number; onComplete: () => vo
|
|||
|
||||
// 格式化剩余时间 (ETA)
|
||||
const formatETA = (seconds?: number) => {
|
||||
if (!seconds || seconds <= 0) return '即将完成';
|
||||
if (!seconds || seconds <= 0) return '正在分析中';
|
||||
if (seconds < 60) return `${seconds}秒`;
|
||||
const m = Math.floor(seconds / 60);
|
||||
const s = seconds % 60;
|
||||
|
|
@ -67,7 +67,7 @@ const MeetingProgressDisplay: React.FC<{ meetingId: number; onComplete: () => vo
|
|||
<Text strong style={{ fontSize: 18, color: isError ? '#ff4d4f' : '#1890ff', display: 'block', marginBottom: 8 }}>
|
||||
{progress?.message || '正在准备计算资源...'}
|
||||
</Text>
|
||||
<Text type="secondary">分析过程大约需要 1-3 分钟，请耐心等待，您可以先去处理其他工作</Text>
|
||||
<Text type="secondary">分析过程中，请耐心等待，您可以先去处理其他工作</Text>
|
||||
</div>
|
||||
<Divider style={{ margin: '32px 0' }} />
|
||||
<Row gutter={24}>
|
||||
|
|
@ -304,7 +304,28 @@ const MeetingDetail: React.FC = () => {
|
|||
</Col>
|
||||
<Col>
|
||||
<Space>
|
||||
{isOwner && <Button icon={<SyncOutlined />} type="primary" ghost onClick={() => setSummaryVisible(true)}>重新总结</Button>}
|
||||
{isOwner && meeting.status === 3 && (
|
||||
<Button
|
||||
icon={<SyncOutlined />}
|
||||
type="primary"
|
||||
ghost
|
||||
onClick={() => setSummaryVisible(true)}
|
||||
disabled={actionLoading}
|
||||
>
|
||||
重新总结
|
||||
</Button>
|
||||
)}
|
||||
{isOwner && meeting.status === 2 && (
|
||||
<Button
|
||||
icon={<LoadingOutlined />}
|
||||
type="primary"
|
||||
ghost
|
||||
disabled
|
||||
loading
|
||||
>
|
||||
正在总结
|
||||
</Button>
|
||||
)}
|
||||
<Button icon={<LeftOutlined />} onClick={() => navigate('/meetings')}>返回列表</Button>
|
||||
</Space>
|
||||
</Col>
|
||||
|
|
|
|||
|
|
@ -241,10 +241,10 @@ const PromptTemplates: React.FC = () => {
|
|||
</Space>
|
||||
</div>
|
||||
|
||||
<div style={{ marginBottom: 12 }}>
|
||||
<Text strong style={{ fontSize: 16, display: 'block' }} ellipsis={{ tooltip: item.templateName }}>{item.templateName}</Text>
|
||||
<Text type="secondary" style={{ fontSize: 12 }}>使用次数: {item.usageCount || 0}</Text>
|
||||
</div>
|
||||
{/*<div style={{ marginBottom: 12 }}>*/}
|
||||
{/* <Text strong style={{ fontSize: 16, display: 'block' }} ellipsis={{ tooltip: item.templateName }}>{item.templateName}</Text>*/}
|
||||
{/* <Text type="secondary" style={{ fontSize: 12 }}>使用次数: {item.usageCount || 0}</Text>*/}
|
||||
{/*</div>*/}
|
||||
|
||||
<div style={{ display: 'flex', flexWrap: 'wrap', gap: 6, marginBottom: 20, height: 22, overflow: 'hidden' }}>
|
||||
{item.tags?.map(tag => {
|
||||
|
|
|
|||
Loading…
Reference in New Issue