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@ -1,6 +1,7 @@ |
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package com.youlai.boot.admin.service.impl; |
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package com.youlai.boot.admin.service.impl; |
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import com.alibaba.fastjson.JSON; |
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import com.alibaba.fastjson.JSON; |
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import com.alibaba.fastjson.JSONArray; |
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import com.alibaba.fastjson.JSONObject; |
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import com.alibaba.fastjson.JSONObject; |
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import com.aliyun.green20220302.models.*; |
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import com.aliyun.green20220302.models.*; |
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import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; |
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import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; |
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@ -38,14 +39,14 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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/** |
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/** |
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* 执行内容审核（供业务层在内容创建/修改后调用）。 |
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* 执行内容审核（供业务层在内容创建/修改后调用）。 |
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* |
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* |
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* @param moduleCode 业务模块编码，对应 mini_content_audit_config.module_code |
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* @param moduleCode 业务模块编码 |
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* @param bizId 业务数据ID（日记ID / 评论ID 等） |
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* @param bizId 业务数据ID |
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* @param content 待审核内容 {texts, images, videos} |
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* @param content 待审核内容 {texts, images, videos} |
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* @return {status, auditId}；配置关闭或无配置时返回 null，调用方以此判断是否跳过审核 |
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* @return {status, auditId}；配置关闭或无配置时返回 null |
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*/ |
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*/ |
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@Override |
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@Override |
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public Map<String, Object> executeAudit(String moduleCode, Long bizId, AuditContentDTO content, String triggerType) { |
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public Map<String, Object> executeAudit(String moduleCode, Long bizId, AuditContentDTO content, String triggerType) { |
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// 1) 查询对应模块的审核配置
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// 1) 查询审核配置
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MiniContentAuditConfig config = findAuditConfig(moduleCode); |
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MiniContentAuditConfig config = findAuditConfig(moduleCode); |
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if (config == null || isAuditDisabled(config)) { |
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if (config == null || isAuditDisabled(config)) { |
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return null; |
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return null; |
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@ -53,163 +54,45 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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String auditType = config.getAuditType(); |
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String auditType = config.getAuditType(); |
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// 2) 创建审核汇总记录
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// 2) 创建审核汇总
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MiniContentAudit audit = contentAuditService.createAudit(moduleCode, bizId, auditType, triggerType); |
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MiniContentAudit audit = contentAuditService.createAudit(moduleCode, bizId, auditType, triggerType); |
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Long auditId = audit.getId(); |
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Long auditId = audit.getId(); |
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// 3) 拆解待审核内容，批量创建审核任务明细
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// 3) 拆解内容，批量创建审核任务
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contentAuditTaskService.batchCreateTasks(auditId, auditType, |
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contentAuditTaskService.batchCreateTasks(auditId, auditType, |
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content.getTexts(), content.getImages(), content.getVideos()); |
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content.getTexts(), content.getImages(), content.getVideos()); |
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// 4) 根据审核类型执行不同策略
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// 4) 按审核类型执行
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if (AuditConstants.AUDIT_TYPE_MANUAL.equals(auditType)) { |
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if (AuditConstants.AUDIT_TYPE_MANUAL.equals(auditType)) { |
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// 人工审核
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return executeManualAudit(auditId); |
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return executeManualAudit(auditId); |
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} |
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} |
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if (AuditConstants.AUDIT_TYPE_MIXED.equals(auditType)) { |
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return executeMixedAudit(auditId); |
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} |
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// machine（默认）：调 AI 并按策略裁决
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// machine：调 AI 并按策略裁决
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String strictness = config.getRiskStrategy() != null ? config.getRiskStrategy() : AuditConstants.STRATEGY_NORMAL; |
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String strictness = config.getRiskStrategy() != null ? config.getRiskStrategy() : AuditConstants.STRATEGY_NORMAL; |
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List<MiniContentAuditTask> tasks = contentAuditTaskService.listTasksByAuditId(auditId); |
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List<MiniContentAuditTask> tasks = contentAuditTaskService.listTasksByAuditId(auditId); |
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executeBatchAuditByType(tasks, strictness); |
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executeBatchAuditByType(tasks, strictness); // 进入机器审核
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List<MiniContentAuditTask> updatedTasks = contentAuditTaskService.listTasksByAuditId(auditId); |
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List<MiniContentAuditTask> updatedTasks = contentAuditTaskService.listTasksByAuditId(auditId); |
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return aggregateTaskResultsAndUpdateAudit(auditId, updatedTasks); |
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return aggregateTaskResultsAndUpdateAudit(auditId, updatedTasks); |
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} |
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} |
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/** |
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/** |
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* manual 审核：不调 AI，所有任务直接标记为 manual，audit 状态设为 manual_review |
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* manual 人工审核：不调 AI，所有任务直接标记为 manual_review，audit 状态设为 manual_review |
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*/ |
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*/ |
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private Map<String, Object> executeManualAudit(Long auditId) { |
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private Map<String, Object> executeManualAudit(Long auditId) { |
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contentAuditTaskService.lambdaUpdate() |
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contentAuditTaskService.lambdaUpdate() |
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.eq(MiniContentAuditTask::getContentAuditId, auditId) |
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.eq(MiniContentAuditTask::getContentAuditId, auditId) |
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.set(MiniContentAuditTask::getStatus, AuditConstants.TASK_TO_MANUAL) |
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.set(MiniContentAuditTask::getStatus, AuditConstants.STATUS_MANUAL_REVIEW) |
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.update(); |
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.update(); |
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contentAuditService.updateAuditStatus(auditId, AuditConstants.AUDIT_MANUAL_REVIEW, null); |
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contentAuditService.updateAuditStatus(auditId, AuditConstants.STATUS_MANUAL_REVIEW); |
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Map<String, Object> result = new HashMap<>(); |
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Map<String, Object> result = new HashMap<>(); |
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result.put("status", AuditConstants.AUDIT_MANUAL_REVIEW); |
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result.put("status", AuditConstants.STATUS_MANUAL_REVIEW); |
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result.put("auditId", auditId); |
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result.put("auditId", auditId); |
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return result; |
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return result; |
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} |
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} |
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/** |
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/** |
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* mixed 审核：调 AI 仅记录 riskLevel + machineResult，不应用策略裁决，交由人工判定 |
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* 按类型分组批量执行机审 |
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*/ |
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private Map<String, Object> executeMixedAudit(Long auditId) { |
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List<MiniContentAuditTask> tasks = contentAuditTaskService.listTasksByAuditId(auditId); |
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executeBatchMixedAuditByType(tasks); |
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contentAuditService.updateAuditStatus(auditId, AuditConstants.AUDIT_MANUAL_REVIEW, null); |
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Map<String, Object> result = new HashMap<>(); |
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result.put("status", AuditConstants.AUDIT_MANUAL_REVIEW); |
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result.put("auditId", auditId); |
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return result; |
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} |
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/** |
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* 按类型分组批量执行 mixed 机审（仅记录风险信息，不裁决） |
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*/ |
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private void executeBatchMixedAuditByType(List<MiniContentAuditTask> tasks) { |
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Map<String, List<MiniContentAuditTask>> grouped = tasks.stream() |
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.collect(Collectors.groupingBy(MiniContentAuditTask::getContentType)); |
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List<MiniContentAuditTask> textTasks = grouped.getOrDefault("text", List.of()); |
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if (!textTasks.isEmpty()) { |
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try { |
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List<String> contents = textTasks.stream().map(MiniContentAuditTask::getContentValue).toList(); |
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TextModerationPlusResponse r = aliyunContentAuditUtil.batchTextModerationPlus(contents); |
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processBatchTextResponseForMixed(textTasks, r); |
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} catch (Exception e) { |
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log.error("mixed批量文本审核失败", e); |
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} |
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} |
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List<MiniContentAuditTask> imageTasks = grouped.getOrDefault("image", List.of()); |
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if (!imageTasks.isEmpty()) { |
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try { |
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List<String> urls = imageTasks.stream().map(MiniContentAuditTask::getContentValue).toList(); |
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ImageModerationResponse r = aliyunContentAuditUtil.batchImageModeration(urls); |
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processBatchImageResponseForMixed(imageTasks, r); |
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} catch (Exception e) { |
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log.error("mixed批量图片审核失败", e); |
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} |
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} |
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List<MiniContentAuditTask> videoTasks = grouped.getOrDefault("video", List.of()); |
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for (MiniContentAuditTask task : videoTasks) { |
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try { |
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handleVideoAudit(task, task.getContentValue()); |
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} catch (Exception e) { |
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log.error("mixed视频审核失败, taskId={}", task.getId(), e); |
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} |
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} |
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} |
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/** |
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* 批量文本审核结果仅记录风险信息（mixed 模式） |
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*/ |
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private void processBatchTextResponseForMixed(List<MiniContentAuditTask> tasks, TextModerationPlusResponse response) { |
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String machineResultJson = JSON.toJSONString(response); |
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String requestId = extractRequestIdFromResponse(response); |
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List<?> dataList = extractDataListFromResponse(response); |
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for (int i = 0; i < tasks.size(); i++) { |
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MiniContentAuditTask task = tasks.get(i); |
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if (i < (dataList != null ? dataList.size() : 0)) { |
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Object data = dataList.get(i); |
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String riskLevel = extractRiskLevelFromDataItem(data); |
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String label = extractLabelFromDataItem(data); |
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Float confidence = extractConfidenceFromDataItem(data); |
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String description = extractDescriptionFromDataItem(data); |
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contentAuditTaskService.updateTaskMachineResult( |
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task.getId(), machineResultJson, riskLevel, null, null, |
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label, confidence, description, requestId); |
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} |
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} |
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} |
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/** |
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* 批量图片审核结果仅记录风险信息（mixed 模式） |
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*/ |
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private void processBatchImageResponseForMixed(List<MiniContentAuditTask> tasks, ImageModerationResponse response) { |
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String machineResultJson = JSON.toJSONString(response); |
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String requestId = extractRequestIdFromResponse(response); |
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List<?> dataList = extractDataListFromResponse(response); |
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for (int i = 0; i < tasks.size(); i++) { |
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MiniContentAuditTask task = tasks.get(i); |
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if (i < (dataList != null ? dataList.size() : 0)) { |
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Object data = dataList.get(i); |
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String riskLevel = extractRiskLevelFromDataItem(data); |
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String label = extractLabelFromDataItem(data); |
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Float confidence = extractConfidenceFromDataItem(data); |
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String description = extractDescriptionFromDataItem(data); |
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contentAuditTaskService.updateTaskMachineResult( |
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task.getId(), machineResultJson, riskLevel, null, null, |
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label, confidence, description, requestId); |
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} |
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} |
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} |
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/** |
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* 查找审核配置。 |
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*/ |
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private MiniContentAuditConfig findAuditConfig(String moduleCode) { |
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LambdaQueryWrapper<MiniContentAuditConfig> queryWrapper = new LambdaQueryWrapper<>(); |
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queryWrapper.eq(MiniContentAuditConfig::getModuleCode, moduleCode); |
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queryWrapper.eq(MiniContentAuditConfig::getDeleted, false); |
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queryWrapper.last("LIMIT 1"); |
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return contentAuditConfigService.getOne(queryWrapper); |
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} |
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/** |
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* 判断审核是否已关闭。 |
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* MiniContentAuditConfig.auditEnable: false=开启审核, true=关闭审核 |
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*/ |
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private boolean isAuditDisabled(MiniContentAuditConfig config) { |
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Boolean auditEnable = config.getAuditEnable(); |
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return Boolean.TRUE.equals(auditEnable); |
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} |
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/** |
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* 按类型分组批量执行机审（machine 模式：调 AI 并按策略裁决） |
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*/ |
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*/ |
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private void executeBatchAuditByType(List<MiniContentAuditTask> tasks, String strictness) { |
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private void executeBatchAuditByType(List<MiniContentAuditTask> tasks, String strictness) { |
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Map<String, List<MiniContentAuditTask>> grouped = tasks.stream() |
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Map<String, List<MiniContentAuditTask>> grouped = tasks.stream() |
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@ -225,7 +108,7 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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log.error("批量文本审核失败", e); |
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log.error("批量文本审核失败", e); |
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for (MiniContentAuditTask task : textTasks) { |
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for (MiniContentAuditTask task : textTasks) { |
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contentAuditTaskService.updateTaskMachineResult( |
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contentAuditTaskService.updateTaskMachineResult( |
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task.getId(), null, null, null, AuditConstants.TASK_TO_MANUAL, |
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task.getId(), null, null, AuditConstants.STATUS_MANUAL_REVIEW, |
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null, null, null, null); |
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null, null, null, null); |
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} |
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} |
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} |
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} |
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@ -233,15 +116,14 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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List<MiniContentAuditTask> imageTasks = grouped.getOrDefault("image", List.of()); |
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List<MiniContentAuditTask> imageTasks = grouped.getOrDefault("image", List.of()); |
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if (!imageTasks.isEmpty()) { |
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if (!imageTasks.isEmpty()) { |
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try { |
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for (MiniContentAuditTask task : imageTasks) { |
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List<String> urls = imageTasks.stream().map(MiniContentAuditTask::getContentValue).toList(); |
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try { |
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ImageModerationResponse r = aliyunContentAuditUtil.batchImageModeration(urls); |
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ImageModerationResponse r = aliyunContentAuditUtil.imageModeration(task.getContentValue()); |
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processBatchImageResponse(imageTasks, r, strictness); |
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processSingleImageResponse(task, r, strictness); |
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} catch (Exception e) { |
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} catch (Exception e) { |
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log.error("批量图片审核失败", e); |
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log.error("图片审核失败, taskId={}", task.getId(), e); |
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for (MiniContentAuditTask task : imageTasks) { |
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contentAuditTaskService.updateTaskMachineResult( |
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contentAuditTaskService.updateTaskMachineResult( |
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task.getId(), null, null, null, AuditConstants.TASK_TO_MANUAL, |
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task.getId(), null, null, AuditConstants.STATUS_MANUAL_REVIEW, |
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null, null, null, null); |
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null, null, null, null); |
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} |
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} |
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} |
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} |
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@ -255,29 +137,47 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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/** |
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/** |
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* 批量文本审核结果处理（machine 模式：按策略裁决） |
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* 批量文本审核结果处理（machine 模式：按策略裁决） |
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* <p> |
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* body.data 结构：{ riskLevel: "high", result: [{ label, confidence, description }, ...] } |
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*/ |
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*/ |
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private void processBatchTextResponse(List<MiniContentAuditTask> tasks, TextModerationPlusResponse response, String strictness) { |
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private void processBatchTextResponse(List<MiniContentAuditTask> tasks, TextModerationPlusResponse response, String strictness) { |
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String machineResultJson = JSON.toJSONString(response); |
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String machineResultJson = JSON.toJSONString(response); |
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String requestId = extractRequestIdFromResponse(response); |
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String requestId = extractRequestIdFromResponse(response); |
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List<?> dataList = extractDataListFromResponse(response); |
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// body.data 是对象，不是数组
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JSONObject dataObj = extractDataObjectFromResponse(response); |
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if (dataObj == null) { |
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log.info("文本审核返回data为空, requestId={}", requestId); |
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for (MiniContentAuditTask task : tasks) { |
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contentAuditTaskService.updateTaskMachineResult( |
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task.getId(), machineResultJson, null, AuditConstants.STATUS_MANUAL_REVIEW, |
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|
|
|
null, null, null, requestId); |
|
|
|
|
|
} |
|
|
|
|
|
return; |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
String overallRiskLevel = dataObj.getString("riskLevel"); |
|
|
|
|
|
JSONArray resultArray = dataObj.getJSONArray("result"); |
|
|
|
|
|
log.info("文本审核结果: requestId={}, riskLevel={}, resultSize={}", |
|
|
|
|
|
requestId, overallRiskLevel, resultArray != null ? resultArray.size() : 0); |
|
|
|
|
|
|
|
|
for (int i = 0; i < tasks.size(); i++) { |
|
|
for (int i = 0; i < tasks.size(); i++) { |
|
|
MiniContentAuditTask task = tasks.get(i); |
|
|
MiniContentAuditTask task = tasks.get(i); |
|
|
if (i < (dataList != null ? dataList.size() : 0)) { |
|
|
if (resultArray != null && i < resultArray.size()) { |
|
|
Object data = dataList.get(i); |
|
|
JSONObject item = resultArray.getJSONObject(i); |
|
|
String riskLevel = extractRiskLevelFromDataItem(data); |
|
|
String label = item.getString("label"); |
|
|
String label = extractLabelFromDataItem(data); |
|
|
Integer confidence = item.getInteger("confidence"); |
|
|
Float confidence = extractConfidenceFromDataItem(data); |
|
|
String description = item.getString("description"); |
|
|
String description = extractDescriptionFromDataItem(data); |
|
|
log.info("文本审核[{}]: label={}, confidence={}, description={}", i, label, confidence, description); |
|
|
if (riskLevel == null) { |
|
|
|
|
|
|
|
|
if (overallRiskLevel == null) { |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
task.getId(), machineResultJson, null, null, AuditConstants.TASK_TO_MANUAL, |
|
|
task.getId(), machineResultJson, null, AuditConstants.STATUS_MANUAL_REVIEW, |
|
|
label, confidence, description, requestId); |
|
|
label, confidence, description, requestId); |
|
|
} else { |
|
|
} else { |
|
|
String result = applyStrategy(riskLevel, strictness); |
|
|
String status = applyStrategy(overallRiskLevel, strictness); |
|
|
String taskStatus = AuditConstants.RESULT_PASSED.equals(result) |
|
|
|
|
|
? AuditConstants.TASK_SUCCESS : AuditConstants.TASK_TO_MANUAL; |
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
task.getId(), machineResultJson, riskLevel, result, taskStatus, |
|
|
task.getId(), machineResultJson, overallRiskLevel, status, |
|
|
label, confidence, description, requestId); |
|
|
label, confidence, description, requestId); |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
@ -285,33 +185,37 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** |
|
|
/** |
|
|
* 批量图片审核结果处理（machine 模式：按策略裁决） |
|
|
* 单张图片审核结果处理（machine 模式：按策略裁决） |
|
|
*/ |
|
|
*/ |
|
|
private void processBatchImageResponse(List<MiniContentAuditTask> tasks, ImageModerationResponse response, String strictness) { |
|
|
private void processSingleImageResponse(MiniContentAuditTask task, ImageModerationResponse response, String strictness) { |
|
|
String machineResultJson = JSON.toJSONString(response); |
|
|
String machineResultJson = JSON.toJSONString(response); |
|
|
String requestId = extractRequestIdFromResponse(response); |
|
|
String requestId = extractRequestIdFromResponse(response); |
|
|
List<?> dataList = extractDataListFromResponse(response); |
|
|
|
|
|
for (int i = 0; i < tasks.size(); i++) { |
|
|
JSONObject dataObj = extractDataObjectFromResponse(response); |
|
|
MiniContentAuditTask task = tasks.get(i); |
|
|
if (dataObj == null) { |
|
|
if (i < (dataList != null ? dataList.size() : 0)) { |
|
|
log.info("图片审核返回data为空, taskId={}", task.getId()); |
|
|
Object data = dataList.get(i); |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
String riskLevel = extractRiskLevelFromDataItem(data); |
|
|
task.getId(), machineResultJson, null, AuditConstants.STATUS_MANUAL_REVIEW, |
|
|
String label = extractLabelFromDataItem(data); |
|
|
null, null, null, requestId); |
|
|
Float confidence = extractConfidenceFromDataItem(data); |
|
|
return; |
|
|
String description = extractDescriptionFromDataItem(data); |
|
|
} |
|
|
if (riskLevel == null) { |
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
String riskLevel = dataObj.getString("riskLevel"); |
|
|
task.getId(), machineResultJson, null, null, AuditConstants.TASK_TO_MANUAL, |
|
|
String label = dataObj.getString("label"); |
|
|
label, confidence, description, requestId); |
|
|
int confidence = dataObj.getIntValue("confidence"); |
|
|
} else { |
|
|
String description = dataObj.getString("description"); |
|
|
String result = applyStrategy(riskLevel, strictness); |
|
|
log.info("图片审核结果: taskId={}, riskLevel={}, label={}, confidence={}, description={}", |
|
|
String taskStatus = AuditConstants.RESULT_PASSED.equals(result) |
|
|
task.getId(), riskLevel, label, confidence, description); |
|
|
? AuditConstants.TASK_SUCCESS : AuditConstants.TASK_TO_MANUAL; |
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
if (riskLevel == null) { |
|
|
task.getId(), machineResultJson, riskLevel, result, taskStatus, |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
label, confidence, description, requestId); |
|
|
task.getId(), machineResultJson, null, AuditConstants.STATUS_MANUAL_REVIEW, |
|
|
} |
|
|
label, confidence, description, requestId); |
|
|
} |
|
|
} else { |
|
|
|
|
|
String status = applyStrategy(riskLevel, strictness); |
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
|
|
|
task.getId(), machineResultJson, riskLevel, status, |
|
|
|
|
|
label, confidence, description, requestId); |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
@ -341,109 +245,62 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
return response.getBody().getData().getTaskId(); |
|
|
return response.getBody().getData().getTaskId(); |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** 从响应的 body 中提取 requestId */ |
|
|
/** 反射提取 body.requestId */ |
|
|
private String extractRequestIdFromResponse(Object response) { |
|
|
private String extractRequestIdFromResponse(Object response) { |
|
|
try { |
|
|
try { |
|
|
Object body = invokeGetter(response, "getBody"); |
|
|
Method getBody = response.getClass().getMethod("getBody"); |
|
|
|
|
|
Object body = getBody.invoke(response); |
|
|
if (body == null) return null; |
|
|
if (body == null) return null; |
|
|
Object requestId = invokeGetter(body, "getRequestId"); |
|
|
Method getRequestId = body.getClass().getMethod("getRequestId"); |
|
|
|
|
|
Object requestId = getRequestId.invoke(body); |
|
|
return requestId != null ? requestId.toString() : null; |
|
|
return requestId != null ? requestId.toString() : null; |
|
|
} catch (Exception e) { |
|
|
} catch (Exception e) { |
|
|
return null; |
|
|
return null; |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** 从响应的 body 中提取 data 列表 */ |
|
|
/** 反射提取 body.data，转为 JSONObject */ |
|
|
private List<?> extractDataListFromResponse(Object response) { |
|
|
private JSONObject extractDataObjectFromResponse(Object response) { |
|
|
try { |
|
|
try { |
|
|
Object body = invokeGetter(response, "getBody"); |
|
|
Method getBody = response.getClass().getMethod("getBody"); |
|
|
|
|
|
Object body = getBody.invoke(response); |
|
|
if (body == null) return null; |
|
|
if (body == null) return null; |
|
|
Object data = invokeGetter(body, "getData"); |
|
|
Method getData = body.getClass().getMethod("getData"); |
|
|
if (data instanceof List<?> list) return list; |
|
|
Object data = getData.invoke(body); |
|
|
return null; |
|
|
if (data == null) return null; |
|
|
} catch (Exception e) { |
|
|
return JSON.parseObject(JSON.toJSONString(data)); |
|
|
return null; |
|
|
|
|
|
} |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** 从 data 列表中单个元素提取 riskLevel */ |
|
|
|
|
|
private String extractRiskLevelFromDataItem(Object dataItem) { |
|
|
|
|
|
try { |
|
|
|
|
|
Object riskLevel = invokeGetter(dataItem, "getRiskLevel"); |
|
|
|
|
|
return riskLevel != null ? riskLevel.toString() : null; |
|
|
|
|
|
} catch (Exception e) { |
|
|
|
|
|
return null; |
|
|
|
|
|
} |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** 从 data 列表中单个元素提取 label */ |
|
|
|
|
|
private String extractLabelFromDataItem(Object dataItem) { |
|
|
|
|
|
try { |
|
|
|
|
|
Object label = invokeGetter(dataItem, "getLabel"); |
|
|
|
|
|
return label != null ? label.toString() : null; |
|
|
|
|
|
} catch (Exception e) { |
|
|
} catch (Exception e) { |
|
|
return null; |
|
|
return null; |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** 从 data 列表中单个元素提取 confidence */ |
|
|
|
|
|
private Float extractConfidenceFromDataItem(Object dataItem) { |
|
|
|
|
|
try { |
|
|
|
|
|
Object confidence = invokeGetter(dataItem, "getConfidence"); |
|
|
|
|
|
if (confidence instanceof Number n) return n.floatValue(); |
|
|
|
|
|
return null; |
|
|
|
|
|
} catch (Exception e) { |
|
|
|
|
|
return null; |
|
|
|
|
|
} |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** 从 data 列表中单个元素提取 description */ |
|
|
|
|
|
private String extractDescriptionFromDataItem(Object dataItem) { |
|
|
|
|
|
try { |
|
|
|
|
|
Object description = invokeGetter(dataItem, "getDescription"); |
|
|
|
|
|
return description != null ? description.toString() : null; |
|
|
|
|
|
} catch (Exception e) { |
|
|
|
|
|
return null; |
|
|
|
|
|
} |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** |
|
|
|
|
|
* 反射调用目标对象的 getter 方法 |
|
|
|
|
|
*/ |
|
|
|
|
|
private Object invokeGetter(Object target, String methodName) throws Exception { |
|
|
|
|
|
Method method = target.getClass().getMethod(methodName); |
|
|
|
|
|
return method.invoke(target); |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
// ================================================================
|
|
|
// ================================================================
|
|
|
// 策略映射
|
|
|
// 策略映射
|
|
|
// ================================================================
|
|
|
// ================================================================
|
|
|
|
|
|
|
|
|
/** |
|
|
/** |
|
|
* TODO 根据 strictness 策略，将 riskLevel 映射为任务 result。 |
|
|
* 根据 riskLevel + strictness，返回 task status。 |
|
|
* <pre> |
|
|
* <pre> |
|
|
* auto: NONE→passed, MEDIUM→failed, HIGH→failed |
|
|
* auto: NONE→passed, MEDIUM→rejected, HIGH→rejected |
|
|
* normal: NONE→passed, MEDIUM→manual, HIGH→failed |
|
|
* normal: NONE→passed, MEDIUM→manual_review, HIGH→rejected |
|
|
* cautious: NONE→passed, MEDIUM→manual, HIGH→manual |
|
|
* cautious: NONE→passed, MEDIUM→manual_review, HIGH→manual_review |
|
|
* </pre> |
|
|
* </pre> |
|
|
*/ |
|
|
*/ |
|
|
private String applyStrategy(String riskLevel, String strictness) { |
|
|
private String applyStrategy(String riskLevel, String strictness) { |
|
|
if (AuditConstants.RISK_NONE.equals(riskLevel)) { |
|
|
if (AuditConstants.RISK_NONE.equals(riskLevel)) { |
|
|
return AuditConstants.RESULT_PASSED; |
|
|
return AuditConstants.STATUS_PASSED; |
|
|
} |
|
|
} |
|
|
if (AuditConstants.STRATEGY_CAUTIOUS.equals(strictness)) { |
|
|
if (AuditConstants.STRATEGY_CAUTIOUS.equals(strictness)) { |
|
|
// cautious: 非 NONE 只更新审核状态 → 一律转人工
|
|
|
return AuditConstants.STATUS_MANUAL_REVIEW; |
|
|
return null; |
|
|
|
|
|
} |
|
|
} |
|
|
if (AuditConstants.STRATEGY_AUTO.equals(strictness)) { |
|
|
if (AuditConstants.STRATEGY_AUTO.equals(strictness)) { |
|
|
// auto: 非 NONE 一律不通过
|
|
|
return AuditConstants.STATUS_REJECTED; |
|
|
return AuditConstants.RESULT_FAILED; |
|
|
|
|
|
} |
|
|
} |
|
|
// normal（默认）：MEDIUM→ 审核状态转人工，HIGH→不通过
|
|
|
// normal（默认）：MEDIUM→manual_review, HIGH→rejected
|
|
|
if (AuditConstants.RISK_MEDIUM.equals(riskLevel)) { |
|
|
if (AuditConstants.RISK_MEDIUM.equals(riskLevel)) { |
|
|
return null; |
|
|
return AuditConstants.STATUS_MANUAL_REVIEW; |
|
|
} |
|
|
} |
|
|
return AuditConstants.RESULT_FAILED; |
|
|
return AuditConstants.STATUS_REJECTED; |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// ================================================================
|
|
|
// ================================================================
|
|
|
@ -451,74 +308,58 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
// ================================================================
|
|
|
// ================================================================
|
|
|
|
|
|
|
|
|
/** |
|
|
/** |
|
|
* 汇总所有任务结果，更新 audit 最终状态。 |
|
|
* 汇总所有任务状态，更新 audit。 |
|
|
* <p> |
|
|
* <p> |
|
|
* 汇总规则： |
|
|
* 汇总规则： |
|
|
* - 任一 task.result = failed → audit.status = failed |
|
|
* - 任一 task.status = rejected → audit.status = rejected |
|
|
* - 有 task.result = to_manual → audit.status = manual_review |
|
|
* - 有 task.status = manual_review → audit.status = manual_review |
|
|
* - 全部 task.result = passed → audit.status = passed |
|
|
* - 全部 task.status = passed → audit.status = passed |
|
|
* - 视频任务未完成（result 为 null）→ 保持 reviewing |
|
|
* - 视频任务未完成（status = reviewing）→ 保持 reviewing |
|
|
* </pre> |
|
|
|
|
|
* <p> |
|
|
|
|
|
* MiniContentAudit 字段含义： |
|
|
|
|
|
* - status: reviewing(机审中) / passed(通过) / failed(不通过) / manual_review(待人工) / appealing(申诉中) |
|
|
|
|
|
* - final_result: passed / failed（仅终态；manual_review 时留空，等待人工判定） |
|
|
|
|
|
*/ |
|
|
*/ |
|
|
private Map<String, Object> aggregateTaskResultsAndUpdateAudit(Long auditId, List<MiniContentAuditTask> tasks) { |
|
|
private Map<String, Object> aggregateTaskResultsAndUpdateAudit(Long auditId, List<MiniContentAuditTask> tasks) { |
|
|
boolean hasFailedTask = false; |
|
|
boolean hasRejected = false; |
|
|
boolean hasManualTask = false; |
|
|
boolean hasManualReview = false; |
|
|
boolean allTasksPassed = true; |
|
|
boolean allPassed = true; |
|
|
|
|
|
|
|
|
for (MiniContentAuditTask task : tasks) { |
|
|
for (MiniContentAuditTask task : tasks) { |
|
|
String taskResult = task.getResult(); |
|
|
String taskStatus = task.getStatus(); |
|
|
|
|
|
|
|
|
if (AuditConstants.RESULT_FAILED.equals(taskResult)) { |
|
|
if (AuditConstants.STATUS_REJECTED.equals(taskStatus)) { |
|
|
hasFailedTask = true; |
|
|
hasRejected = true; |
|
|
allTasksPassed = false; |
|
|
allPassed = false; |
|
|
break; // 已有 failed，无需继续遍历
|
|
|
break; |
|
|
} |
|
|
} |
|
|
if (AuditConstants.TASK_TO_MANUAL.equals(task.getStatus())) { |
|
|
if (AuditConstants.STATUS_MANUAL_REVIEW.equals(taskStatus)) { |
|
|
hasManualTask = true; |
|
|
hasManualReview = true; |
|
|
allTasksPassed = false; |
|
|
allPassed = false; |
|
|
} else if (!AuditConstants.RESULT_PASSED.equals(taskResult)) { |
|
|
} else if (!AuditConstants.STATUS_PASSED.equals(taskStatus)) { |
|
|
// result 为 null 或其他未知值 → 未完成
|
|
|
allPassed = false; |
|
|
allTasksPassed = false; |
|
|
|
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// 视频任务 result 为 null 时, 不能算通过
|
|
|
// 视频任务未完成时不能算通过
|
|
|
for (MiniContentAuditTask task : tasks) { |
|
|
for (MiniContentAuditTask task : tasks) { |
|
|
if ("video".equals(task.getContentType()) && task.getResult() == null) { |
|
|
if ("video".equals(task.getContentType()) && AuditConstants.STATUS_REVIEWING.equals(task.getStatus())) { |
|
|
allTasksPassed = false; |
|
|
allPassed = false; |
|
|
break; |
|
|
break; |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// 根据汇总结果确定 audit 状态
|
|
|
|
|
|
String auditStatus; |
|
|
String auditStatus; |
|
|
String finalResultValue; |
|
|
if (hasRejected) { |
|
|
|
|
|
auditStatus = AuditConstants.STATUS_REJECTED; |
|
|
if (hasFailedTask) { |
|
|
} else if (hasManualReview) { |
|
|
auditStatus = AuditConstants.AUDIT_FAILED; |
|
|
auditStatus = AuditConstants.STATUS_MANUAL_REVIEW; |
|
|
finalResultValue = "failed"; |
|
|
} else if (allPassed && !tasks.isEmpty()) { |
|
|
} else if (hasManualTask) { |
|
|
auditStatus = AuditConstants.STATUS_PASSED; |
|
|
auditStatus = AuditConstants.AUDIT_MANUAL_REVIEW; |
|
|
|
|
|
finalResultValue = null; // 转人工不是终态，final_result 留空等待人工判定
|
|
|
|
|
|
} else if (allTasksPassed && !tasks.isEmpty()) { |
|
|
|
|
|
auditStatus = AuditConstants.AUDIT_PASSED; |
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finalResultValue = "passed"; |
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} else { |
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} else { |
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// 有任务未完成（如视频异步等待中）
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auditStatus = AuditConstants.STATUS_REVIEWING; |
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auditStatus = AuditConstants.AUDIT_REVIEWING; |
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finalResultValue = null; |
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} |
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} |
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// 非 reviewing 状态下更新 audit（manual_review 虽无 finalResult 也要更新 status）
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if (!AuditConstants.STATUS_REVIEWING.equals(auditStatus)) { |
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if (!AuditConstants.AUDIT_REVIEWING.equals(auditStatus)) { |
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contentAuditService.updateAuditStatus(auditId, auditStatus); |
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contentAuditService.updateAuditStatus(auditId, auditStatus, finalResultValue); |
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} |
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} |
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// 返回给业务层的审核结果
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Map<String, Object> resultMap = new HashMap<>(); |
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Map<String, Object> resultMap = new HashMap<>(); |
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resultMap.put("status", auditStatus); |
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resultMap.put("status", auditStatus); |
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resultMap.put("auditId", auditId); |
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resultMap.put("auditId", auditId); |
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@ -529,12 +370,6 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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// 视频异步审核结果轮询
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// 视频异步审核结果轮询
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// ================================================================
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// ================================================================
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/** |
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* 轮询所有待处理的视频审核异步结果，更新任务和汇总状态。 |
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* 供定时任务 {@code VideoAuditPollJob} 调用。 |
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* |
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* @return 本次成功处理的视频任务数量 |
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*/ |
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@Override |
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@Override |
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public int pollVideoAuditResults() { |
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public int pollVideoAuditResults() { |
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List<MiniContentAuditTask> pendingTasks = contentAuditTaskService.getPendingVideoTasks(); |
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List<MiniContentAuditTask> pendingTasks = contentAuditTaskService.getPendingVideoTasks(); |
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@ -557,7 +392,7 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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} |
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} |
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} |
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} |
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// 仅 machine 类型需要重新汇总，mixed 的 audit 已为 manual_review 不参与汇总
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// machine 类型需要重新汇总
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for (Long auditId : affectedAuditIds) { |
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for (Long auditId : affectedAuditIds) { |
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try { |
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try { |
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MiniContentAudit audit = contentAuditService.getById(auditId); |
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MiniContentAudit audit = contentAuditService.getById(auditId); |
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@ -574,9 +409,6 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
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return processedCount; |
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|
return processedCount; |
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} |
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|
} |
|
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|
/** |
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|
* 处理单条视频审核任务的异步结果。返回 true 表示结果已回填完成。 |
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*/ |
|
|
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|
|
private boolean processSingleVideoTask(MiniContentAuditTask task) { |
|
|
private boolean processSingleVideoTask(MiniContentAuditTask task) { |
|
|
String asyncTaskId = task.getTaskId(); |
|
|
String asyncTaskId = task.getTaskId(); |
|
|
VideoModerationResultResponse response = aliyunContentAuditUtil.videoModerationResult(asyncTaskId); |
|
|
VideoModerationResultResponse response = aliyunContentAuditUtil.videoModerationResult(asyncTaskId); |
|
|
@ -604,54 +436,35 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
return false; |
|
|
return false; |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// 从阿里云响应中直接提取 riskLevel（none/medium/high）
|
|
|
|
|
|
String riskLevel = extractVideoRiskLevel(dataJson); |
|
|
String riskLevel = extractVideoRiskLevel(dataJson); |
|
|
if (riskLevel == null) { |
|
|
if (riskLevel == null) { |
|
|
log.warn("视频审核结果中未找到riskLevel, taskId={}", task.getId()); |
|
|
log.warn("视频审核结果中未找到riskLevel, taskId={}", task.getId()); |
|
|
return false; |
|
|
return false; |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// 查找关联的审核记录
|
|
|
|
|
|
MiniContentAudit audit = contentAuditService.getById(task.getContentAuditId()); |
|
|
MiniContentAudit audit = contentAuditService.getById(task.getContentAuditId()); |
|
|
if (audit == null) { |
|
|
if (audit == null) { |
|
|
log.warn("未找到关联审核记录, taskId={}", task.getId()); |
|
|
log.warn("未找到关联审核记录, taskId={}", task.getId()); |
|
|
return false; |
|
|
return false; |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
// mixed 类型：记录机审结果，更新审核状态 manual，不裁决
|
|
|
// 查找配置获取策略
|
|
|
if (AuditConstants.AUDIT_TYPE_MIXED.equals(audit.getAuditType())) { |
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
|
|
|
task.getId(), dataJson, riskLevel, null, "manual", |
|
|
|
|
|
null, null, null, null); |
|
|
|
|
|
log.info("视频任务AI分析完成(mixed), taskId={}, riskLevel={}", task.getId(), riskLevel); |
|
|
|
|
|
return true; |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
// machine 类型：按策略裁决
|
|
|
|
|
|
String strictness = AuditConstants.STRATEGY_NORMAL; |
|
|
String strictness = AuditConstants.STRATEGY_NORMAL; |
|
|
MiniContentAuditConfig config = findAuditConfig(audit.getModuleCode()); |
|
|
MiniContentAuditConfig config = findAuditConfig(audit.getModuleCode()); |
|
|
if (config != null && config.getRiskStrategy() != null) { |
|
|
if (config != null && config.getRiskStrategy() != null) { |
|
|
strictness = config.getRiskStrategy(); |
|
|
strictness = config.getRiskStrategy(); |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
String result = applyStrategy(riskLevel, strictness); |
|
|
String status = applyStrategy(riskLevel, strictness); |
|
|
String taskStatus = AuditConstants.RESULT_PASSED.equals(result) |
|
|
|
|
|
? AuditConstants.TASK_SUCCESS : AuditConstants.TASK_TO_MANUAL; |
|
|
|
|
|
|
|
|
|
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
contentAuditTaskService.updateTaskMachineResult( |
|
|
task.getId(), dataJson, riskLevel, result, taskStatus, |
|
|
task.getId(), dataJson, riskLevel, status, |
|
|
null, null, null, null); |
|
|
null, null, null, null); |
|
|
|
|
|
|
|
|
log.info("视频任务审核完成, taskId={}, riskLevel={}, strictness={}, result={}", |
|
|
log.info("视频任务审核完成, taskId={}, riskLevel={}, strictness={}, status={}", |
|
|
task.getId(), riskLevel, strictness, result); |
|
|
task.getId(), riskLevel, strictness, status); |
|
|
return true; |
|
|
return true; |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** |
|
|
|
|
|
* 判断视频异步审核是否已完成。 |
|
|
|
|
|
* 阿里云视频审核完成后 data 中会出现 RiskLevel 字段（none/medium/high）， |
|
|
|
|
|
* 未完成时该字段不存在。 |
|
|
|
|
|
*/ |
|
|
|
|
|
private boolean isVideoAuditCompleted(String dataJson) { |
|
|
private boolean isVideoAuditCompleted(String dataJson) { |
|
|
try { |
|
|
try { |
|
|
JSONObject json = JSON.parseObject(dataJson); |
|
|
JSONObject json = JSON.parseObject(dataJson); |
|
|
@ -662,10 +475,6 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
/** |
|
|
|
|
|
* 从视频审核结果JSON中直接提取 riskLevel（none/medium/high）。 |
|
|
|
|
|
* 阿里云视频审核完成后 data 中包含小写 riskLevel 字段。 |
|
|
|
|
|
*/ |
|
|
|
|
|
private String extractVideoRiskLevel(String dataJson) { |
|
|
private String extractVideoRiskLevel(String dataJson) { |
|
|
try { |
|
|
try { |
|
|
JSONObject json = JSON.parseObject(dataJson); |
|
|
JSONObject json = JSON.parseObject(dataJson); |
|
|
@ -675,4 +484,23 @@ public class AuditExecutorServiceImpl implements AuditExecutorService { |
|
|
return null; |
|
|
return null; |
|
|
} |
|
|
} |
|
|
} |
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** |
|
|
|
|
|
* 查找审核配置。 |
|
|
|
|
|
*/ |
|
|
|
|
|
private MiniContentAuditConfig findAuditConfig(String moduleCode) { |
|
|
|
|
|
LambdaQueryWrapper<MiniContentAuditConfig> queryWrapper = new LambdaQueryWrapper<>(); |
|
|
|
|
|
queryWrapper.eq(MiniContentAuditConfig::getModuleCode, moduleCode); |
|
|
|
|
|
queryWrapper.eq(MiniContentAuditConfig::getDeleted, false); |
|
|
|
|
|
queryWrapper.last("LIMIT 1"); |
|
|
|
|
|
return contentAuditConfigService.getOne(queryWrapper); |
|
|
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/** |
|
|
|
|
|
* 判断审核是否已关闭。 |
|
|
|
|
|
*/ |
|
|
|
|
|
private boolean isAuditDisabled(MiniContentAuditConfig config) { |
|
|
|
|
|
Boolean auditEnable = config.getAuditEnable(); |
|
|
|
|
|
return Boolean.TRUE.equals(auditEnable); |
|
|
|
|
|
} |
|
|
} |
|
|
} |
|
|
|
glx
1 week ago