调用dify，解决时间问题，源语料为空的问题

src/test/java/com/rj/service/AudioManagementServiceTest.java

@@ -5,9 +5,8 @@ package com.rj.service;
  * Date: 2025/8/5 19:02
  **/
 
-import com.rj.Langchain4jHeima20250803Application;
+import com.rj.AISmartCard20250803Application;
 import com.rj.entity.AudioManagement;
-import com.rj.service.impl.AudioManagementServiceImpl;
 import org.junit.jupiter.api.Test;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
@@ -18,7 +17,7 @@ import java.util.List;
 
 import static org.junit.jupiter.api.Assertions.*;
 
-@SpringBootTest(classes = Langchain4jHeima20250803Application.class)
+//@SpringBootTest(classes = AISmartCard20250803Application.class)
 class AudioManagementServiceTest {
 
     @Autowired

src/test/java/com/rj/service/AudioManagementStatisticsServiceTest.java

@@ -17,8 +17,8 @@ import static org.junit.jupiter.api.Assertions.*;
  * @author 李中华 ,spllzh
  * @since 2025-08-07
  */
-@SpringBootTest
-@ActiveProfiles("test")
+//@SpringBootTest
+//@ActiveProfiles("test")
 public class AudioManagementStatisticsServiceTest {
 
     @Autowired

src/test/java/com/rj/speech/TranscriptFilesByRestfulApi.java

@@ -0,0 +1,207 @@
+/*
+ * Copyright (C) Alibaba Group. All Rights Reserved.
+ * MIT License (https://opensource.org/licenses/MIT)
+ */
+
+package com.rj.speech;
+
+import com.alibaba.dashscope.audio.asr.transcription.*;
+import com.alibaba.dashscope.exception.NoApiKeyException;
+import com.alibaba.dashscope.utils.ApiKey;
+import com.google.gson.*;
+import java.io.BufferedReader;
+import java.io.InputStreamReader;
+import java.net.*;
+import java.net.HttpURLConnection;
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+class SenseVoiceParser {
+
+  private static final List<String> EMOTION_LIST =
+      Arrays.asList("NEUTRAL", "HAPPY", "ANGRY", "SAD");
+  private static final List<String> EVENT_LIST =
+      Arrays.asList("Speech", "Applause", "BGM", "Laughter");
+  private static final List<String> ALL_TAGS =
+      Arrays.asList(
+          "Speech",
+          "Applause",
+          "BGM",
+          "Laughter",
+          "NEUTRAL",
+          "HAPPY",
+          "ANGRY",
+          "SAD",
+          "SPECIAL_TOKEN_1");
+
+  /**
+   * 本工具用于解析 sensevoice 识别结果
+   *
+   * @param data json格式的sensevoice转写结果
+   * @param keepTrans 是否保留转写文本
+   * @param keepEmotions 是否保留情感标签
+   * @param keepEvents 是否保留事件标签
+   * @return
+   */
+  public static JsonObject parseSenseVoiceResult(
+      JsonObject data, boolean keepTrans, boolean keepEmotions, boolean keepEvents) {
+
+    List<String> tagsToCleanup =
+        ALL_TAGS.stream()
+            .flatMap(tag -> Stream.of("<|" + tag + "|> ", "<|/" + tag + "|>", "<|" + tag + "|>"))
+            .collect(Collectors.toList());
+
+    JsonArray transcripts = data.getAsJsonArray("transcripts");
+
+    for (JsonElement transcriptElement : transcripts) {
+      JsonObject transcript = transcriptElement.getAsJsonObject();
+      JsonArray sentences = transcript.getAsJsonArray("sentences");
+
+      for (JsonElement sentenceElement : sentences) {
+        JsonObject sentence = sentenceElement.getAsJsonObject();
+        String text = sentence.get("text").getAsString();
+
+        if (keepEmotions) {
+          extractTags(sentence, text, EMOTION_LIST, "emotion");
+        }
+
+        if (keepEvents) {
+          extractTags(sentence, text, EVENT_LIST, "event");
+        }
+
+        if (keepTrans) {
+          String cleanText = getCleanText(text, tagsToCleanup);
+          sentence.addProperty("text", cleanText);
+        } else {
+          sentence.remove("text");
+        }
+      }
+
+      if (keepTrans) {
+        transcript.addProperty(
+            "text", getCleanText(transcript.get("text").getAsString(), tagsToCleanup));
+      } else {
+        transcript.remove("text");
+      }
+
+      JsonArray filteredSentences = new JsonArray();
+      for (JsonElement sentenceElement : sentences) {
+        JsonObject sentence = sentenceElement.getAsJsonObject();
+        if (sentence.has("text") || sentence.has("emotion") || sentence.has("event")) {
+          filteredSentences.add(sentence);
+        }
+      }
+      transcript.add("sentences", filteredSentences);
+    }
+    return data;
+  }
+
+  private static void extractTags(
+      JsonObject sentence, String text, List<String> tagList, String key) {
+    String pattern = "<\\|(" + String.join("|", tagList) + ")\\|>";
+    Pattern compiledPattern = Pattern.compile(pattern);
+    Matcher matcher = compiledPattern.matcher(text);
+    Set<String> tags = new HashSet<>();
+
+    while (matcher.find()) {
+      tags.add(matcher.group(1));
+    }
+
+    if (!tags.isEmpty()) {
+      JsonArray tagArray = new JsonArray();
+      tags.forEach(tagArray::add);
+      sentence.add(key, tagArray);
+    } else {
+      sentence.remove(key);
+    }
+  }
+
+  private static String getCleanText(String text, List<String> tagsToCleanup) {
+    for (String tag : tagsToCleanup) {
+      text = text.replace(tag, "");
+    }
+    return text.replaceAll("\\s{2,}", " ").trim();
+  }
+}
+
+public class TranscriptFilesByRestfulApi {
+
+  public static void main(String[] args) throws NoApiKeyException {
+    // create transcription params, use getDashScopeApiKey to get api key.
+    TranscriptionParam param =
+        TranscriptionParam.builder()
+            .apiKey(getDashScopeApiKey()) // set your apikey in config.Environments.yourApikey
+            .model("sensevoice-v1") // 'paraformer-8k-v1', 'paraformer-mtl-v1'
+            .fileUrls(
+                Arrays.asList(
+//                        "https://api.huayang-star.com/api/audio/1957424645898579969_a2db5d76-b52c-4289-9c7e-ed55d7f15e42.mp3",
+//                        "https://api.huayang-star.com/api/audio/1957424665985101825_7b9b03f4-a458-4eb6-ac7b-b5cf827a2315.mp3",
+                        "https://api.huayang-star.com/api/audio/1957424645898579969_a2db5d76-b52c-4289-9c7e-ed55d7f15e42.mp3"))
+            .build();
+    try {
+      Transcription transcription = new Transcription();
+      // post request to transcribe service
+      TranscriptionResult result = transcription.asyncCall(param);
+
+      System.out.println("RequestId: " + result.getRequestId());
+      // waiting for transcription finish
+      result =
+          transcription.wait(
+              TranscriptionQueryParam.FromTranscriptionParam(param, result.getTaskId()));
+      // get Transcription result after waiting
+      List<TranscriptionTaskResult> taskResultList = result.getResults();
+      if (taskResultList != null && !taskResultList.isEmpty()) {
+        for (TranscriptionTaskResult taskResult : taskResultList) {
+          // get Transcription rersult url
+          String transcriptionUrl = taskResult.getTranscriptionUrl();
+          // get transcription result by http get
+          HttpURLConnection connection =
+              (HttpURLConnection) new URL(transcriptionUrl).openConnection();
+          connection.setRequestMethod("GET");
+          connection.connect();
+          BufferedReader reader =
+              new BufferedReader(new InputStreamReader(connection.getInputStream()));
+          // format json print
+          Gson gson = new GsonBuilder().setPrettyPrinting().create();
+          JsonElement jsonResult = gson.fromJson(reader, JsonObject.class);
+          System.out.println(gson.toJson(jsonResult));
+//          System.out.println(
+//              gson.toJson(
+//                  SenseVoiceParser.parseSenseVoiceResult(
+//                      jsonResult.getAsJsonObject(), true, true, true)));
+        }
+      }
+    } catch (Exception e) {
+      System.out.println("error: " + e);
+    }
+    System.exit(0);
+  }
+
+  /**
+   * Set your DashScope API key. More information: <a
+   * href="https://help.aliyun.com/document_detail/2712195.html">...</a> In fact, if you have set
+   * DASHSCOPE_API_KEY in your environment variable, you can ignore this, and the SDK will
+   * automatically get the api_key from the environment variable
+   */
+  private static String getDashScopeApiKey() throws NoApiKeyException {
+    String dashScopeApiKey = null;
+    try {
+      ApiKey apiKey = new ApiKey();
+      dashScopeApiKey = apiKey.getApiKey(null); // Retrieve from environment variable.
+    } catch (NoApiKeyException e) {
+      System.out.println("No API key found in environment.");
+    }
+    if (dashScopeApiKey == null) {
+      // If you cannot set api_key in your environment variable,
+      // you can set it here by code
+      dashScopeApiKey = "your-dashscope-api-key";
+    }
+    return dashScopeApiKey;
+  }
+}