first-update
This commit is contained in:
@@ -0,0 +1,870 @@
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'use client';
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import axios from 'axios';
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/**
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* 自动蒸馏服务
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*/
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class AutoDistillService {
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/**
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* 执行自动蒸馆任务
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* @param {Object} config - 配置信息
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* @param {string} config.projectId - 项目ID
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* @param {string} config.topic - 蒸馆主题
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* @param {number} config.levels - 标签层级
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* @param {number} config.tagsPerLevel - 每层标签数量
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* @param {number} config.questionsPerTag - 每个标签问题数量
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* @param {Object} config.model - 模型信息
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* @param {string} config.language - 语言
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* @param {Function} config.onProgress - 进度回调
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* @param {Function} config.onLog - 日志回调
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* @returns {Promise<void>}
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*/
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async executeDistillTask(config) {
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const {
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projectId,
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topic,
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levels,
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tagsPerLevel,
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questionsPerTag,
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model,
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language,
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datasetType = 'single-turn', // 新增数据集类型
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concurrencyLimit = 5,
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onProgress,
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onLog
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} = config;
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// 项目名称存储，用于整个流程共享
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this.projectName = '';
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try {
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// 初始化进度信息
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if (onProgress) {
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onProgress({
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stage: 'initializing',
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tagsTotal: 0,
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tagsBuilt: 0,
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questionsTotal: 0,
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questionsBuilt: 0,
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datasetsTotal: 0,
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datasetsBuilt: 0
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});
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}
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// 获取项目名称，只需获取一次
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try {
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const projectResponse = await axios.get(`/api/projects/${projectId}`);
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if (projectResponse && projectResponse.data && projectResponse.data.name) {
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this.projectName = projectResponse.data.name;
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this.addLog(onLog, `Using project name "${this.projectName}" as the top-level tag`);
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} else {
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this.projectName = topic; // 如果无法获取项目名称，则使用主题作为默认值
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this.addLog(onLog, `Could not find project name, using topic "${topic}" as the top-level tag`);
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}
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} catch (error) {
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this.projectName = topic; // 出错时使用主题作为默认值
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this.addLog(onLog, `Failed to get project name, using topic "${topic}" instead: ${error.message}`);
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}
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// 添加日志
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this.addLog(
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onLog,
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`Starting to build tag tree for "${topic}", number of levels: ${levels}, tags per level: ${tagsPerLevel}, questions per tag: ${questionsPerTag}`
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);
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// 从根节点开始构建标签树
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await this.buildTagTree({
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projectId,
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topic,
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levels,
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tagsPerLevel,
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model,
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language,
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onProgress,
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onLog
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});
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// 所有标签构建完成后，生成问题
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await this.generateQuestionsForTags({
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projectId,
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levels,
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questionsPerTag,
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model,
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language,
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concurrencyLimit,
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onProgress,
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onLog
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});
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// 根据数据集类型生成不同类型的数据集
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if (datasetType === 'single-turn') {
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// 只生成单轮对话数据集
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await this.generateDatasetsForQuestions({
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projectId,
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model,
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language,
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concurrencyLimit,
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onProgress,
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onLog
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});
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} else if (datasetType === 'multi-turn') {
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// 只生成多轮对话数据集
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await this.generateMultiTurnDatasetsForQuestions({
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projectId,
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model,
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language,
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concurrencyLimit,
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onProgress,
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onLog
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});
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} else if (datasetType === 'both') {
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// 先生成单轮对话数据集
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await this.generateDatasetsForQuestions({
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projectId,
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model,
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language,
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concurrencyLimit,
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onProgress,
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onLog
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});
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// 再生成多轮对话数据集
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await this.generateMultiTurnDatasetsForQuestions({
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projectId,
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model,
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language,
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concurrencyLimit,
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onProgress,
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onLog
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});
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}
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// 任务完成
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if (onProgress) {
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onProgress({
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stage: 'completed'
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});
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}
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this.addLog(onLog, 'Auto distillation task completed');
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} catch (error) {
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console.error('自动蒸馏任务执行失败:', error);
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this.addLog(onLog, `Task execution error: ${error.message || 'Unknown error'}`);
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throw error;
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}
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}
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/**
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* 构建标签树
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* @param {Object} config - 配置信息
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* @param {string} config.projectId - 项目ID
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* @param {string} config.topic - 蒸馆主题
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* @param {number} config.levels - 标签层级
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* @param {number} config.tagsPerLevel - 每层标签数量
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* @param {Object} config.model - 模型信息
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* @param {string} config.language - 语言
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* @param {Function} config.onProgress - 进度回调
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* @param {Function} config.onLog - 日志回调
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* @returns {Promise<void>}
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*/
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async buildTagTree(config) {
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const { projectId, topic, levels, tagsPerLevel, model, language, onProgress, onLog } = config;
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// 使用已经获取的项目名称，如果未获取到，则使用主题
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const projectName = this.projectName || topic;
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try {
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// 设置初始阶段
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if (onProgress) {
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onProgress({
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stage: 'level1'
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});
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}
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// 获取所有现有标签
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let allTags = [];
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try {
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const response = await axios.get(`/api/projects/${projectId}/distill/tags/all`);
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allTags = response.data;
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} catch (error) {
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console.error('获取标签失败:', error);
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this.addLog(onLog, `Failed to get tags: ${error.message}`);
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return;
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}
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// 获取叶子节点总数，更新进度条
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const leafTags = Math.pow(tagsPerLevel, levels);
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if (onProgress) {
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onProgress({
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tagsTotal: leafTags
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});
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}
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// 批量构建标签树
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await this.batchBuildTagTree({
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projectId,
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topic,
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levels,
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tagsPerLevel,
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model,
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language,
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projectName,
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allTags,
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onProgress,
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onLog
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});
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} catch (error) {
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console.error('构建标签树失败:', error);
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this.addLog(onLog, `Failed to build tag tree: ${error.message}`);
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throw error;
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}
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}
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/**
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* 批量构建标签树
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* @param {Object} config - 配置信息
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* @returns {Promise<void>}
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*/
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async batchBuildTagTree(config) {
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const {
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projectId,
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topic,
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levels,
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tagsPerLevel,
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model,
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language,
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projectName,
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allTags: initialTags,
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onProgress,
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onLog
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} = config;
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// 创建一个本地标签缓存，避免频繁请求服务器
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let allTags = [...initialTags];
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// 构建父子关系映射
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const childrenMap = {};
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const parentMap = {};
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allTags.forEach(tag => {
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parentMap[tag.id] = tag;
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if (tag.parentId) {
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if (!childrenMap[tag.parentId]) {
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childrenMap[tag.parentId] = [];
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}
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childrenMap[tag.parentId].push(tag);
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}
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});
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// 按层级分组标签，提高查找效率
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const tagsByLevel = {};
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allTags.forEach(tag => {
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const depth = this.getTagDepth(tag, parentMap);
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if (!tagsByLevel[depth]) {
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tagsByLevel[depth] = [];
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}
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tagsByLevel[depth].push(tag);
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});
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// 批量创建各层级标签
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for (let level = 1; level <= levels; level++) {
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// 设置当前阶段
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if (onProgress) {
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onProgress({
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stage: `level${level}`
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});
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}
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// 确定当前层级的父标签
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let parentTags = [];
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if (level === 1) {
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// 第一层标签没有父标签
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parentTags = [null];
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} else {
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// 获取上一层的标签作为父标签
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parentTags = tagsByLevel[level - 1] || [];
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}
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const batch = parentTags;
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const creationPromises = [];
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for (const parentTag of batch) {
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// 获取当前父标签下的子标签
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let currentLevelTags = [];
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if (parentTag) {
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currentLevelTags = childrenMap[parentTag.id] || [];
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} else {
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// 根标签（没有父标签的标签）
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currentLevelTags = allTags.filter(tag => !tag.parentId);
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}
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// 计算需要创建的标签数量
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const needToCreate = Math.max(0, tagsPerLevel - currentLevelTags.length);
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if (needToCreate > 0) {
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// 构建标签路径
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let tagPathWithProjectName;
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if (level === 1) {
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// 第一层使用项目名称
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tagPathWithProjectName = projectName;
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} else {
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// 其他层构建完整路径
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const parentTagName = parentTag?.label || '';
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const parentTagPath = this.getTagPath(parentTag, parentMap);
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if (!parentTagPath) {
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tagPathWithProjectName = projectName;
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} else if (!parentTagPath.startsWith(projectName)) {
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tagPathWithProjectName = `${projectName} > ${parentTagPath}`;
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} else {
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tagPathWithProjectName = parentTagPath;
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}
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}
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// 创建标签的Promise
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const createPromise = axios
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.post(`/api/projects/${projectId}/distill/tags`, {
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parentTag: level === 1 ? topic : parentTag?.label || '',
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parentTagId: parentTag ? parentTag.id : null,
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tagPath: tagPathWithProjectName || (level === 1 ? projectName : ''),
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count: needToCreate,
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model,
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language
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})
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.then(response => {
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// 更新本地标签缓存
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const newTags = response.data;
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allTags = [...allTags, ...newTags];
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// 更新父子关系映射
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if (parentTag) {
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if (!childrenMap[parentTag.id]) {
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childrenMap[parentTag.id] = [];
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}
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childrenMap[parentTag.id].push(...newTags);
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}
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// 更新父标签映射
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newTags.forEach(tag => {
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parentMap[tag.id] = tag;
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});
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// 更新层级分组
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if (!tagsByLevel[level]) {
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tagsByLevel[level] = [];
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}
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tagsByLevel[level].push(...newTags);
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// 更新构建的标签数量
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if (onProgress) {
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onProgress({
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tagsBuilt: newTags.length,
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updateType: 'increment'
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});
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}
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// 添加日志
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this.addLog(
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onLog,
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`Successfully created ${newTags.length} tags: ${newTags.map(tag => `"${tag.label}"`).join(', ')}`
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);
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return newTags;
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})
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.catch(error => {
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console.error(`创建${level}级标签失败:`, error);
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this.addLog(onLog, `Failed to create ${level} level tags: ${error.message || 'Unknown error'}`);
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return [];
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});
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creationPromises.push(createPromise);
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}
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}
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// 并行执行当前批次的所有创建任务
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await Promise.all(creationPromises);
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}
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}
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/**
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* 为标签生成问题
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* @param {Object} config - 配置信息
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* @param {string} config.projectId - 项目ID
|
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* @param {number} config.levels - 标签层级
|
||||
* @param {number} config.questionsPerTag - 每个标签问题数量
|
||||
* @param {Object} config.model - 模型信息
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||||
* @param {string} config.language - 语言
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||||
* @param {Function} config.onProgress - 进度回调
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||||
* @param {Function} config.onLog - 日志回调
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||||
* @returns {Promise<void>}
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*/
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async generateQuestionsForTags(config) {
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const { projectId, levels, questionsPerTag, model, language, concurrencyLimit = 5, onProgress, onLog } = config;
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// 设置当前阶段
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if (onProgress) {
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onProgress({
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stage: 'questions'
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});
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}
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this.addLog(onLog, 'Tag tree built, starting to generate questions for leaf tags...');
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try {
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// 获取所有标签
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const response = await axios.get(`/api/projects/${projectId}/distill/tags/all`);
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const allTags = response.data;
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||||
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||||
// 找出所有叶子标签(没有子标签的标签)
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const leafTags = [];
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||||
// 创建一个映射表，记录每个标签的子标签
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||||
const childrenMap = {};
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||||
const parentMap = {};
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allTags.forEach(tag => {
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parentMap[tag.id] = tag;
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if (tag.parentId) {
|
||||
if (!childrenMap[tag.parentId]) {
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childrenMap[tag.parentId] = [];
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||||
}
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childrenMap[tag.parentId].push(tag);
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||||
}
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||||
});
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||||
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||||
// 找出所有叶子标签
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||||
allTags.forEach(tag => {
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||||
// 如果没有子标签，并且深度是最大层级，则为叶子标签
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||||
if (!childrenMap[tag.id] && this.getTagDepth(tag, parentMap) === levels) {
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leafTags.push(tag);
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||||
}
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||||
});
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||||
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this.addLog(onLog, `Found ${leafTags.length} leaf tags, starting to generate questions...`);
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||||
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||||
// 获取所有问题
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const questionsResponse = await axios.get(`/api/projects/${projectId}/questions/tree?isDistill=true`);
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const allQuestions = questionsResponse.data;
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||||
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||||
// 更新总问题数量
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||||
const totalQuestionsToGenerate = leafTags.length * questionsPerTag;
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||||
if (onProgress) {
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||||
onProgress({
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||||
questionsTotal: totalQuestionsToGenerate
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||||
});
|
||||
}
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||||
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||||
// 准备并发任务
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||||
const generateQuestionTasks = [];
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||||
const processedTags = [];
|
||||
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||||
// 准备所有需要生成问题的叶子标签任务
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||||
for (const tag of leafTags) {
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||||
// 获取标签路径
|
||||
const tagPath = this.getTagPath(tag, parentMap);
|
||||
|
||||
// 计算已有问题数量
|
||||
const existingQuestions = allQuestions.filter(q => q.label === tag.label);
|
||||
const needToCreate = Math.max(0, questionsPerTag - existingQuestions.length);
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||||
|
||||
if (needToCreate > 0) {
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||||
// 只添加需要生成问题的标签任务
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||||
generateQuestionTasks.push({
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||||
tag,
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||||
tagPath,
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||||
needToCreate
|
||||
});
|
||||
|
||||
this.addLog(onLog, `Preparing to generate ${needToCreate} questions for tag "${tag.label}"...`);
|
||||
} else {
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Tag "${tag.label}" already has ${existingQuestions.length} questions, no need to generate new questions`
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
// 分批执行生成问题任务，控制并发数
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Total ${generateQuestionTasks.length} tags need questions, concurrency limit: ${concurrencyLimit}`
|
||||
);
|
||||
|
||||
// 使用分组批量处理
|
||||
for (let i = 0; i < generateQuestionTasks.length; i += concurrencyLimit) {
|
||||
const batch = generateQuestionTasks.slice(i, i + concurrencyLimit);
|
||||
|
||||
// 并行处理批次任务
|
||||
await Promise.all(
|
||||
batch.map(async task => {
|
||||
const { tag, tagPath, needToCreate } = task;
|
||||
|
||||
this.addLog(onLog, `Generating ${needToCreate} questions for tag "${tag.label}"...`);
|
||||
|
||||
try {
|
||||
const response = await axios.post(`/api/projects/${projectId}/distill/questions`, {
|
||||
tagPath,
|
||||
currentTag: tag.label,
|
||||
tagId: tag.id,
|
||||
count: needToCreate,
|
||||
model,
|
||||
language
|
||||
});
|
||||
|
||||
// 更新生成的问题数量
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
questionsBuilt: response.data.length,
|
||||
updateType: 'increment'
|
||||
});
|
||||
}
|
||||
this.addLog(onLog, `Successfully generated ${response.data.length} questions for tag "${tag.label}"`);
|
||||
} catch (error) {
|
||||
console.error(`为标签 "${tag.label}" 生成问题失败:`, error);
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Failed to generate questions for tag "${tag.label}": ${error.message || 'Unknown error'}`
|
||||
);
|
||||
}
|
||||
})
|
||||
);
|
||||
|
||||
// 每完成一批，输出一次进度日志
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Completed batch ${Math.min(i + concurrencyLimit, generateQuestionTasks.length)}/${generateQuestionTasks.length} of question generation`
|
||||
);
|
||||
}
|
||||
} catch (error) {
|
||||
console.error('获取标签失败:', error);
|
||||
this.addLog(onLog, `Failed to get tags: ${error.message || 'Unknown error'}`);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 为问题生成数据集
|
||||
* @param {Object} config - 配置信息
|
||||
* @param {string} config.projectId - 项目ID
|
||||
* @param {Object} config.model - 模型信息
|
||||
* @param {string} config.language - 语言
|
||||
* @param {Function} config.onProgress - 进度回调
|
||||
* @param {Function} config.onLog - 日志回调
|
||||
* @returns {Promise<void>}
|
||||
*/
|
||||
async generateDatasetsForQuestions(config) {
|
||||
const { projectId, model, language, concurrencyLimit = 5, onProgress, onLog } = config;
|
||||
|
||||
// 设置当前阶段
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
stage: 'datasets'
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(onLog, 'Question generation completed, starting to generate answers...');
|
||||
|
||||
try {
|
||||
// 获取所有问题
|
||||
const response = await axios.get(`/api/projects/${projectId}/questions/tree?isDistill=true`);
|
||||
const allQuestions = response.data;
|
||||
|
||||
// 找出未回答的问题
|
||||
const unansweredQuestions = allQuestions.filter(q => !q.answered);
|
||||
const answeredQuestions = allQuestions.filter(q => q.answered);
|
||||
|
||||
// 更新总数据集数量和已生成数量
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
datasetsTotal: allQuestions.length, // 总数据集数量应为总问题数量
|
||||
datasetsBuilt: answeredQuestions.length // 已生成的数据集数量即已回答的问题数量
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(onLog, `Found ${unansweredQuestions.length} unanswered questions, preparing to generate answers...`);
|
||||
this.addLog(onLog, `Dataset generation concurrency limit: ${concurrencyLimit}`);
|
||||
|
||||
// 分批处理未回答的问题，控制并发数
|
||||
for (let i = 0; i < unansweredQuestions.length; i += concurrencyLimit) {
|
||||
const batch = unansweredQuestions.slice(i, i + concurrencyLimit);
|
||||
|
||||
// 并行处理批次任务
|
||||
await Promise.all(
|
||||
batch.map(async question => {
|
||||
const questionContent = `${question.label} 下的问题ID:${question.id}`;
|
||||
this.addLog(onLog, `Generating answer for "${questionContent}"...`);
|
||||
|
||||
try {
|
||||
// 调用生成数据集的函数
|
||||
await this.generateSingleDataset({
|
||||
projectId,
|
||||
questionId: question.id,
|
||||
questionInfo: question,
|
||||
model,
|
||||
language
|
||||
});
|
||||
|
||||
// 更新生成的数据集数量
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
datasetsBuilt: 1,
|
||||
updateType: 'increment'
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(onLog, `Successfully generated answer for question "${questionContent}"`);
|
||||
} catch (error) {
|
||||
console.error(`Failed to generate dataset for question "${question.id}":`, error);
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Failed to generate answer for question "${questionContent}": ${error.message || 'Unknown error'}`
|
||||
);
|
||||
}
|
||||
})
|
||||
);
|
||||
|
||||
// 每完成一批，输出一次进度日志
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Completed batch ${Math.min(i + concurrencyLimit, unansweredQuestions.length)}/${unansweredQuestions.length} of dataset generation`
|
||||
);
|
||||
}
|
||||
|
||||
this.addLog(onLog, 'Dataset generation completed');
|
||||
} catch (error) {
|
||||
console.error('Dataset generation failed:', error);
|
||||
this.addLog(onLog, `Dataset generation error: ${error.message}`);
|
||||
throw error;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 为问题生成多轮对话数据集
|
||||
*/
|
||||
async generateMultiTurnDatasetsForQuestions(config) {
|
||||
const { projectId, model, language, concurrencyLimit = 2, onProgress, onLog } = config;
|
||||
|
||||
// 设置当前阶段
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
stage: 'multi-turn-datasets'
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(onLog, 'Question generation completed, starting to generate multi-turn conversations...');
|
||||
|
||||
try {
|
||||
// 获取项目的多轮对话配置
|
||||
const configResponse = await axios.get(`/api/projects/${projectId}/tasks`);
|
||||
const taskConfig = configResponse.data;
|
||||
|
||||
const multiTurnConfig = {
|
||||
systemPrompt: taskConfig.multiTurnSystemPrompt || '',
|
||||
scenario: taskConfig.multiTurnScenario || '',
|
||||
rounds: taskConfig.multiTurnRounds || 3,
|
||||
roleA: taskConfig.multiTurnRoleA || '',
|
||||
roleB: taskConfig.multiTurnRoleB || ''
|
||||
};
|
||||
|
||||
// 检查是否已配置必要的多轮对话设置
|
||||
if (
|
||||
!multiTurnConfig.scenario ||
|
||||
!multiTurnConfig.roleA ||
|
||||
!multiTurnConfig.roleB ||
|
||||
!multiTurnConfig.rounds ||
|
||||
multiTurnConfig.rounds < 1
|
||||
) {
|
||||
throw new Error('项目未配置多轮对话参数，请先在项目设置中配置多轮对话相关参数');
|
||||
}
|
||||
|
||||
// 获取所有已回答的问题（多轮对话需要基于已有答案的问题）
|
||||
const response = await axios.get(`/api/projects/${projectId}/questions/tree?isDistill=true`);
|
||||
const allQuestions = response.data;
|
||||
const answeredQuestions = allQuestions;
|
||||
|
||||
if (answeredQuestions.length === 0) {
|
||||
this.addLog(onLog, 'No answered questions found, skipping multi-turn conversation generation');
|
||||
return;
|
||||
}
|
||||
|
||||
// 获取已生成多轮对话的问题ID
|
||||
const conversationsResponse = await axios.get(`/api/projects/${projectId}/dataset-conversations?pageSize=1000`);
|
||||
const existingConversationIds = new Set(
|
||||
(conversationsResponse.data.conversations || []).map(conv => conv.questionId)
|
||||
);
|
||||
|
||||
// 筛选未生成多轮对话的问题
|
||||
const questionsForMultiTurn = answeredQuestions.filter(q => !existingConversationIds.has(q.id));
|
||||
|
||||
// 更新多轮对话数据集总数和已生成数量
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
multiTurnDatasetsTotal: answeredQuestions.length,
|
||||
multiTurnDatasetsBuilt: answeredQuestions.length - questionsForMultiTurn.length
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Found ${questionsForMultiTurn.length} questions ready for multi-turn conversation generation...`
|
||||
);
|
||||
this.addLog(onLog, `Multi-turn generation concurrency limit: ${concurrencyLimit}`);
|
||||
|
||||
// 分批处理未生成多轮对话的问题，控制并发数
|
||||
for (let i = 0; i < questionsForMultiTurn.length; i += concurrencyLimit) {
|
||||
const batch = questionsForMultiTurn.slice(i, i + concurrencyLimit);
|
||||
|
||||
// 并行处理批次任务
|
||||
await Promise.all(
|
||||
batch.map(async question => {
|
||||
const questionContent = `${question.label} 下的问题ID:${question.id}`;
|
||||
this.addLog(onLog, `Generating multi-turn conversation for "${questionContent}"...`);
|
||||
|
||||
try {
|
||||
// 调用生成多轮对话的函数
|
||||
await this.generateSingleMultiTurnDataset({
|
||||
projectId,
|
||||
questionId: question.id,
|
||||
questionInfo: question,
|
||||
model,
|
||||
language,
|
||||
multiTurnConfig
|
||||
});
|
||||
|
||||
// 更新进度
|
||||
if (onProgress) {
|
||||
onProgress({
|
||||
multiTurnDatasetsBuilt: 1,
|
||||
updateType: 'increment'
|
||||
});
|
||||
}
|
||||
|
||||
this.addLog(onLog, `Multi-turn conversation generated for "${questionContent}"`);
|
||||
} catch (error) {
|
||||
this.addLog(
|
||||
onLog,
|
||||
`Failed to generate multi-turn conversation for "${questionContent}": ${error.message}`
|
||||
);
|
||||
}
|
||||
})
|
||||
);
|
||||
}
|
||||
|
||||
this.addLog(onLog, 'Multi-turn conversation generation completed');
|
||||
} catch (error) {
|
||||
console.error('Multi-turn dataset generation failed:', error);
|
||||
this.addLog(onLog, `Multi-turn dataset generation error: ${error.message}`);
|
||||
throw error;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 生成单个问题的多轮对话数据集
|
||||
*/
|
||||
async generateSingleMultiTurnDataset({ projectId, questionId, questionInfo, model, language, multiTurnConfig }) {
|
||||
try {
|
||||
const response = await axios.post(`/api/projects/${projectId}/dataset-conversations`, {
|
||||
questionId,
|
||||
...multiTurnConfig,
|
||||
model,
|
||||
language
|
||||
});
|
||||
|
||||
return response.data;
|
||||
} catch (error) {
|
||||
console.error('Failed to generate multi-turn dataset:', error);
|
||||
throw new Error(`Failed to generate multi-turn dataset: ${error.message}`);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 生成单个问题的数据集
|
||||
*/
|
||||
async generateSingleDataset({ projectId, questionId, questionInfo, model, language }) {
|
||||
try {
|
||||
// 获取问题信息
|
||||
let question = questionInfo;
|
||||
if (!question) {
|
||||
const response = await axios.get(`/api/projects/${projectId}/questions/${questionId}`);
|
||||
question = response.data;
|
||||
}
|
||||
|
||||
// 生成数据集
|
||||
const response = await axios.post(`/api/projects/${projectId}/datasets`, {
|
||||
projectId,
|
||||
questionId,
|
||||
model,
|
||||
language: language || 'zh-CN'
|
||||
});
|
||||
|
||||
return response.data;
|
||||
} catch (error) {
|
||||
console.error('Failed to generate dataset:', error);
|
||||
throw new Error(`Failed to generate dataset: ${error.message}`);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取标签深度
|
||||
* @param {Object} tag - 标签信息
|
||||
* @param {Object} parentMap - 父标签映射
|
||||
* @returns {number} - 标签深度
|
||||
*/
|
||||
getTagDepth(tag, parentMap) {
|
||||
if (!tag) return 0;
|
||||
|
||||
let depth = 1;
|
||||
let currentTag = tag;
|
||||
|
||||
while (currentTag && currentTag.parentId) {
|
||||
depth++;
|
||||
currentTag = parentMap[currentTag.parentId];
|
||||
}
|
||||
|
||||
return depth;
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取标签路径，确保始终以项目名称开头
|
||||
* @param {Object|null} tag - 标签对象
|
||||
* @param {Object} parentMap - 父标签映射
|
||||
* @returns {string} 标签路径
|
||||
*/
|
||||
getTagPath(tag, parentMap) {
|
||||
if (!tag) return '';
|
||||
|
||||
// 使用已经获取的项目名称
|
||||
const projectName = this.projectName || '';
|
||||
|
||||
// 构建标签路径
|
||||
const path = [];
|
||||
let currentTag = tag;
|
||||
|
||||
while (currentTag) {
|
||||
path.unshift(currentTag.label);
|
||||
if (currentTag.parentId) {
|
||||
currentTag = parentMap[currentTag.parentId];
|
||||
} else {
|
||||
currentTag = null;
|
||||
}
|
||||
}
|
||||
|
||||
// 确保路径以项目名称开头
|
||||
if (projectName && path.length > 0 && path[0] !== projectName) {
|
||||
path.unshift(projectName);
|
||||
}
|
||||
|
||||
return path.join(' > ');
|
||||
}
|
||||
|
||||
/**
|
||||
* 添加日志
|
||||
* @param {Function} onLog - 日志回调
|
||||
* @param {string} message - 日志消息
|
||||
*/
|
||||
addLog(onLog, message) {
|
||||
if (onLog && typeof onLog === 'function') {
|
||||
onLog(message);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export const autoDistillService = new AutoDistillService();
|
||||
export default autoDistillService;
|
||||
Reference in New Issue
Block a user