refactor: 优化 AI 垃圾评论识别为批量检测模式
- 改为一次性将所有评论打包发送给 AI 检测 - 大幅降低 API 调用次数和成本 - 移除逐条检测和进度轮询机制 - 优化前端交互，直接等待批量检测结果 - 增加超时时间以适应批量处理 - 优化结果展示界面，增加视觉反馈
This commit is contained in:
288
functions.php
288
functions.php
@@ -7504,7 +7504,7 @@ function argon_async_spam_detection_handler($comment_id) {
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add_action('argon_async_spam_detection', 'argon_async_spam_detection_handler');
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add_action('argon_async_spam_detection', 'argon_async_spam_detection_handler');
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/**
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/**
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* AJAX: 开始批量扫描
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* AJAX: 开始批量扫描（一次性发送所有评论）
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*/
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*/
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function argon_spam_detection_scan() {
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function argon_spam_detection_scan() {
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check_ajax_referer('argon_spam_detection_scan', 'nonce');
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check_ajax_referer('argon_spam_detection_scan', 'nonce');
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@@ -7524,73 +7524,237 @@ function argon_spam_detection_scan() {
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];
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];
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$comments = get_comments($args);
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$comments = get_comments($args);
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$comment_ids = array_map(function($comment) {
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return $comment->comment_ID;
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}, $comments);
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// 保存扫描任务
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if (empty($comments)) {
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set_transient('argon_spam_scan_task', [
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wp_send_json_success([
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'status' => 'running',
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'status' => 'completed',
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'total' => count($comment_ids),
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'total' => 0,
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'processed' => 0,
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'results' => []
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'comment_ids' => $comment_ids,
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]);
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'results' => [],
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return;
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'current_index' => 0
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}
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], 3600);
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// 启动后台处理
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// 构建评论数据
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wp_schedule_single_event(time(), 'argon_spam_scan_process');
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$comments_data = [];
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foreach ($comments as $comment) {
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$comments_data[] = [
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'id' => $comment->comment_ID,
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'author' => $comment->comment_author,
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'email' => $comment->comment_author_email,
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'url' => $comment->comment_author_url,
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'content' => strip_tags($comment->comment_content)
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];
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}
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wp_send_json_success(['message' => __('扫描已开始', 'argon')]);
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// 调用 AI 进行批量检测
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$result = argon_batch_detect_spam_comments($comments_data);
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if ($result === false) {
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wp_send_json_error(__('AI 检测失败，请检查 API 配置', 'argon'));
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return;
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}
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// 处理结果
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$spam_results = [];
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foreach ($result as $item) {
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if (isset($item['is_spam']) && $item['is_spam']) {
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$comment = get_comment($item['id']);
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if ($comment) {
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$spam_results[] = [
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'comment_id' => $item['id'],
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'author' => $comment->comment_author,
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'content' => mb_substr(strip_tags($comment->comment_content), 0, 100),
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'reason' => isset($item['reason']) ? $item['reason'] : __('未知原因', 'argon')
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];
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// 保存检测结果
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update_comment_meta($item['id'], '_argon_spam_detection_result', [
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'is_spam' => true,
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'reason' => $item['reason']
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]);
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update_comment_meta($item['id'], '_argon_spam_detection_time', time());
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}
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}
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}
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wp_send_json_success([
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'status' => 'completed',
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'total' => count($comments),
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'results' => $spam_results
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]);
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}
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}
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add_action('wp_ajax_argon_spam_detection_scan', 'argon_spam_detection_scan');
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add_action('wp_ajax_argon_spam_detection_scan', 'argon_spam_detection_scan');
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/**
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/**
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* 后台处理扫描任务
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* 批量检测垃圾评论（一次性发送所有评论）
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* @param array $comments_data 评论数据数组
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* @return array|false 检测结果或 false
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*/
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function argon_batch_detect_spam_comments($comments_data) {
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// 获取 AI 配置
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$provider = get_option('argon_ai_summary_provider', 'openai');
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$api_key = get_option('argon_ai_summary_api_key', '');
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$model = get_option('argon_ai_summary_model', '');
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$prompt = get_option('argon_comment_spam_detection_prompt', '');
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if (empty($api_key)) {
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return false;
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}
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if (empty($prompt)) {
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$prompt = '你是一个专业的内容审核助手。请判断以下评论是否为垃圾评论。垃圾评论包括但不限于：广告推广、反动言论、错误政治观点、时政敏感内容、违法信息、色情暴力、恶意攻击等。
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请仅返回 JSON 格式：{"is_spam": true/false, "reason": "理由(25字以内)"}
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如果是正常评论，reason 填写 "正常"。如果是垃圾评论，简要说明原因。';
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}
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// 构建批量检测内容
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$batch_content = "请逐一检查以下评论，对每条评论返回检测结果。\n\n";
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foreach ($comments_data as $comment) {
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$batch_content .= sprintf(
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"[评论ID: %d]\n作者: %s\n邮箱: %s\n网站: %s\n内容: %s\n\n",
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$comment['id'],
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$comment['author'],
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$comment['email'],
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$comment['url'],
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$comment['content']
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);
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}
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$batch_content .= "\n请返回 JSON 数组格式：[{\"id\": 评论ID, \"is_spam\": true/false, \"reason\": \"理由(25字以内)\"}]";
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// 调用 AI API
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$ai_response = argon_call_ai_api_for_batch_spam_detection($provider, $api_key, $model, $prompt, $batch_content);
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if (!$ai_response) {
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return false;
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}
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// 解析 JSON 响应
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$result = json_decode($ai_response, true);
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if (!$result || !is_array($result)) {
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// 尝试从文本中提取 JSON 数组
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if (preg_match('/\[\s*\{[^\]]*\}\s*\]/s', $ai_response, $matches)) {
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$result = json_decode($matches[0], true);
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}
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}
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if (!$result || !is_array($result)) {
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return false;
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}
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return $result;
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}
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/**
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* 调用 AI API 进行批量垃圾评论检测
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*/
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function argon_call_ai_api_for_batch_spam_detection($provider, $api_key, $model, $prompt, $content) {
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$endpoint = get_option('argon_ai_summary_api_endpoint', '');
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// 根据不同服务商设置默认端点和模型
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$default_models = [
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'openai' => 'gpt-4o-mini',
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'anthropic' => 'claude-3-5-haiku-20241022',
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'deepseek' => 'deepseek-chat',
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'qianwen' => 'qwen-turbo',
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'wenxin' => 'ernie-4.0-turbo-8k',
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'doubao' => 'doubao-pro-32k',
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'kimi' => 'moonshot-v1-8k',
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'zhipu' => 'glm-4-flash',
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'siliconflow' => 'Qwen/Qwen2.5-7B-Instruct'
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];
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if (empty($model) && isset($default_models[$provider])) {
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$model = $default_models[$provider];
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}
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// 构建请求
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$messages = [
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['role' => 'system', 'content' => $prompt],
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['role' => 'user', 'content' => $content]
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];
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$body = [
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'model' => $model,
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'messages' => $messages,
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'temperature' => 0.3,
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'max_tokens' => 4000 // 批量检测需要更多 token
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];
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// 根据服务商设置端点
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if (empty($endpoint)) {
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$endpoints = [
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'openai' => 'https://api.openai.com/v1/chat/completions',
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'anthropic' => 'https://api.anthropic.com/v1/messages',
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'deepseek' => 'https://api.deepseek.com/v1/chat/completions',
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'qianwen' => 'https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions',
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'wenxin' => 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions',
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'doubao' => 'https://ark.cn-beijing.volces.com/api/v3/chat/completions',
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'kimi' => 'https://api.moonshot.cn/v1/chat/completions',
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'zhipu' => 'https://open.bigmodel.cn/api/paas/v4/chat/completions',
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'siliconflow' => 'https://api.siliconflow.cn/v1/chat/completions'
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];
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$endpoint = isset($endpoints[$provider]) ? $endpoints[$provider] : $endpoints['openai'];
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}
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// Anthropic 特殊处理
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if ($provider === 'anthropic') {
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$body = [
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'model' => $model,
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'messages' => [['role' => 'user', 'content' => $prompt . "\n\n" . $content]],
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'max_tokens' => 4000
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];
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$headers = [
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'x-api-key' => $api_key,
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'anthropic-version' => '2023-06-01',
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'Content-Type' => 'application/json'
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];
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} else {
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$headers = [
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'Authorization' => 'Bearer ' . $api_key,
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'Content-Type' => 'application/json'
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];
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}
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$response = wp_remote_post($endpoint, [
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'headers' => $headers,
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'body' => json_encode($body),
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'timeout' => 60 // 批量检测需要更长超时时间
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]);
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if (is_wp_error($response)) {
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return false;
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}
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$response_body = json_decode(wp_remote_retrieve_body($response), true);
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// 解析响应
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$ai_response = '';
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if ($provider === 'anthropic') {
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if (isset($response_body['content'][0]['text'])) {
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$ai_response = $response_body['content'][0]['text'];
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}
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} else {
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if (isset($response_body['choices'][0]['message']['content'])) {
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$ai_response = $response_body['choices'][0]['message']['content'];
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}
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}
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return $ai_response;
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}
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/**
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* 后台处理扫描任务（已废弃，保留以兼容旧代码）
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*/
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*/
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function argon_spam_scan_process_handler() {
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function argon_spam_scan_process_handler() {
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$task = get_transient('argon_spam_scan_task');
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// 此函数已废弃，批量检测改为一次性完成
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if (!$task || $task['status'] !== 'running') {
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return;
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}
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$batch_size = 5; // 每批处理 5 条
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$end_index = min($task['current_index'] + $batch_size, $task['total']);
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for ($i = $task['current_index']; $i < $end_index; $i++) {
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$comment_id = $task['comment_ids'][$i];
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$result = argon_detect_spam_comment($comment_id);
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if ($result && $result['is_spam']) {
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$comment = get_comment($comment_id);
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$task['results'][] = [
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'comment_id' => $comment_id,
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'author' => $comment->comment_author,
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'content' => mb_substr(strip_tags($comment->comment_content), 0, 100),
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'reason' => $result['reason']
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];
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}
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$task['processed']++;
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}
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$task['current_index'] = $end_index;
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if ($task['current_index'] >= $task['total']) {
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$task['status'] = 'completed';
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}
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set_transient('argon_spam_scan_task', $task, 3600);
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// 继续处理
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if ($task['status'] === 'running') {
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wp_schedule_single_event(time() + 2, 'argon_spam_scan_process');
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}
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}
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}
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add_action('argon_spam_scan_process', 'argon_spam_scan_process_handler');
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add_action('argon_spam_scan_process', 'argon_spam_scan_process_handler');
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/**
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/**
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* AJAX: 获取扫描进度
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* AJAX: 获取扫描进度（已废弃，保留以兼容）
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*/
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*/
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function argon_spam_detection_get_progress() {
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function argon_spam_detection_get_progress() {
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check_ajax_referer('argon_spam_detection_get_progress', 'nonce');
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check_ajax_referer('argon_spam_detection_get_progress', 'nonce');
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@@ -7599,16 +7763,12 @@ function argon_spam_detection_get_progress() {
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wp_send_json_error(__('权限不足', 'argon'));
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wp_send_json_error(__('权限不足', 'argon'));
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}
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}
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$task = get_transient('argon_spam_scan_task');
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// 批量检测已改为同步完成，此接口保留以兼容前端
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if (!$task) {
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wp_send_json_error(__('未找到扫描任务', 'argon'));
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}
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wp_send_json_success([
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wp_send_json_success([
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'status' => $task['status'],
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'status' => 'completed',
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'total' => $task['total'],
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'total' => 0,
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'processed' => $task['processed'],
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'processed' => 0,
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'results' => isset($task['results']) ? $task['results'] : []
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'results' => []
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]);
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]);
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}
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}
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add_action('wp_ajax_argon_spam_detection_get_progress', 'argon_spam_detection_get_progress');
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add_action('wp_ajax_argon_spam_detection_get_progress', 'argon_spam_detection_get_progress');
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67
settings.php
67
settings.php
@@ -3945,7 +3945,6 @@ window.pjaxLoaded = function(){
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<script>
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<script>
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jQuery(document).ready(function($) {
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jQuery(document).ready(function($) {
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let isScanning = false;
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let isScanning = false;
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let scanAborted = false;
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function startScan(scanType) {
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function startScan(scanType) {
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if (isScanning) {
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if (isScanning) {
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||||||
@@ -3953,87 +3952,59 @@ window.pjaxLoaded = function(){
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return;
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return;
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}
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}
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if (!confirm('<?php _e('确定要开始扫描吗？这可能需要一些时间。', 'argon');?>')) {
|
if (!confirm('<?php _e('确定要开始扫描吗？这将一次性检测所有评论，可能需要较长时间。', 'argon');?>')) {
|
||||||
return;
|
return;
|
||||||
}
|
}
|
||||||
|
|
||||||
isScanning = true;
|
isScanning = true;
|
||||||
scanAborted = false;
|
|
||||||
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', true);
|
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', true);
|
||||||
$('#argon-spam-detection-status').text('<?php _e('正在扫描...', 'argon');?>');
|
$('#argon-spam-detection-status').text('<?php _e('正在扫描...请耐心等待', 'argon');?>');
|
||||||
$('#argon-spam-detection-progress').show();
|
$('#argon-spam-detection-progress').show();
|
||||||
$('#argon-spam-detection-results').hide();
|
$('#argon-spam-detection-results').hide();
|
||||||
$('#argon-spam-detection-progress-bar').css('width', '0%');
|
$('#argon-spam-detection-progress-bar').css('width', '50%');
|
||||||
$('#argon-spam-detection-progress-text').text('0%');
|
$('#argon-spam-detection-progress-text').text('<?php _e('处理中...', 'argon');?>');
|
||||||
|
|
||||||
$.post(ajaxurl, {
|
$.post(ajaxurl, {
|
||||||
action: 'argon_spam_detection_scan',
|
action: 'argon_spam_detection_scan',
|
||||||
nonce: '<?php echo wp_create_nonce('argon_spam_detection_scan'); ?>',
|
nonce: '<?php echo wp_create_nonce('argon_spam_detection_scan'); ?>',
|
||||||
scan_type: scanType
|
scan_type: scanType
|
||||||
}, function(response) {
|
}, function(response) {
|
||||||
|
isScanning = false;
|
||||||
|
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
||||||
|
$('#argon-spam-detection-progress-bar').css('width', '100%');
|
||||||
|
$('#argon-spam-detection-progress-text').text('100%');
|
||||||
|
|
||||||
if (response.success) {
|
if (response.success) {
|
||||||
pollScanProgress();
|
const data = response.data;
|
||||||
|
$('#argon-spam-detection-status').text('<?php _e('扫描完成', 'argon');?> - <?php _e('共检测', 'argon');?> ' + data.total + ' <?php _e('条评论', 'argon');?>');
|
||||||
|
displayResults(data.results);
|
||||||
} else {
|
} else {
|
||||||
isScanning = false;
|
|
||||||
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
|
||||||
$('#argon-spam-detection-status').text('<?php _e('扫描失败', 'argon');?>: ' + (response.data || ''));
|
$('#argon-spam-detection-status').text('<?php _e('扫描失败', 'argon');?>: ' + (response.data || ''));
|
||||||
$('#argon-spam-detection-progress').hide();
|
$('#argon-spam-detection-progress').hide();
|
||||||
}
|
}
|
||||||
}).fail(function() {
|
}).fail(function(xhr, status, error) {
|
||||||
isScanning = false;
|
isScanning = false;
|
||||||
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
||||||
$('#argon-spam-detection-status').text('<?php _e('请求失败', 'argon');?>');
|
$('#argon-spam-detection-status').text('<?php _e('请求失败', 'argon');?>: ' + error);
|
||||||
$('#argon-spam-detection-progress').hide();
|
$('#argon-spam-detection-progress').hide();
|
||||||
});
|
});
|
||||||
}
|
}
|
||||||
|
|
||||||
function pollScanProgress() {
|
|
||||||
if (scanAborted) {
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
$.post(ajaxurl, {
|
|
||||||
action: 'argon_spam_detection_get_progress',
|
|
||||||
nonce: '<?php echo wp_create_nonce('argon_spam_detection_get_progress'); ?>'
|
|
||||||
}, function(response) {
|
|
||||||
if (response.success) {
|
|
||||||
const data = response.data;
|
|
||||||
const percent = Math.round((data.processed / data.total) * 100);
|
|
||||||
$('#argon-spam-detection-progress-bar').css('width', percent + '%');
|
|
||||||
$('#argon-spam-detection-progress-text').text(percent + '% (' + data.processed + '/' + data.total + ')');
|
|
||||||
$('#argon-spam-detection-status').text('<?php _e('已处理', 'argon');?> ' + data.processed + ' / ' + data.total);
|
|
||||||
|
|
||||||
if (data.status === 'completed') {
|
|
||||||
isScanning = false;
|
|
||||||
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
|
||||||
$('#argon-spam-detection-status').text('<?php _e('扫描完成', 'argon');?>');
|
|
||||||
displayResults(data.results);
|
|
||||||
} else if (data.status === 'error') {
|
|
||||||
isScanning = false;
|
|
||||||
$('#argon-spam-detection-scan-all, #argon-spam-detection-scan-pending').prop('disabled', false);
|
|
||||||
$('#argon-spam-detection-status').text('<?php _e('扫描出错', 'argon');?>: ' + data.error);
|
|
||||||
$('#argon-spam-detection-progress').hide();
|
|
||||||
} else {
|
|
||||||
setTimeout(pollScanProgress, 1000);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
function displayResults(results) {
|
function displayResults(results) {
|
||||||
if (!results || results.length === 0) {
|
if (!results || results.length === 0) {
|
||||||
$('#argon-spam-detection-results-content').html('<p><?php _e('未发现垃圾评论', 'argon');?></p>');
|
$('#argon-spam-detection-results-content').html('<p style="color: #46b450; font-weight: 600;"><span class="dashicons dashicons-yes-alt" style="font-size: 20px; vertical-align: middle;"></span> <?php _e('未发现垃圾评论，所有评论都是正常的！', 'argon');?></p>');
|
||||||
$('#argon-spam-detection-results').show();
|
$('#argon-spam-detection-results').show();
|
||||||
return;
|
return;
|
||||||
}
|
}
|
||||||
|
|
||||||
let html = '<table class="wp-list-table widefat fixed striped" style="margin-top: 10px;"><thead><tr><th><?php _e('评论 ID', 'argon');?></th><th><?php _e('作者', 'argon');?></th><th><?php _e('内容', 'argon');?></th><th><?php _e('识别理由', 'argon');?></th><th><?php _e('操作', 'argon');?></th></tr></thead><tbody>';
|
let html = '<p style="color: #dc3232; font-weight: 600; margin-bottom: 15px;"><span class="dashicons dashicons-warning" style="font-size: 20px; vertical-align: middle;"></span> <?php _e('发现', 'argon');?> ' + results.length + ' <?php _e('条疑似垃圾评论', 'argon');?></p>';
|
||||||
|
html += '<table class="wp-list-table widefat fixed striped" style="margin-top: 10px;"><thead><tr><th style="width: 80px;"><?php _e('评论 ID', 'argon');?></th><th style="width: 120px;"><?php _e('作者', 'argon');?></th><th><?php _e('内容', 'argon');?></th><th style="width: 150px;"><?php _e('识别理由', 'argon');?></th><th style="width: 100px;"><?php _e('操作', 'argon');?></th></tr></thead><tbody>';
|
||||||
|
|
||||||
results.forEach(function(item) {
|
results.forEach(function(item) {
|
||||||
html += '<tr data-comment-id="' + item.comment_id + '">';
|
html += '<tr data-comment-id="' + item.comment_id + '">';
|
||||||
html += '<td>' + item.comment_id + '</td>';
|
html += '<td>' + item.comment_id + '</td>';
|
||||||
html += '<td>' + $('<div>').text(item.author).html() + '</td>';
|
html += '<td>' + $('<div>').text(item.author).html() + '</td>';
|
||||||
html += '<td style="max-width: 300px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;">' + $('<div>').text(item.content).html() + '</td>';
|
html += '<td style="max-width: 300px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;" title="' + $('<div>').text(item.content).html() + '">' + $('<div>').text(item.content).html() + '</td>';
|
||||||
html += '<td>' + $('<div>').text(item.reason).html() + '</td>';
|
html += '<td>' + $('<div>').text(item.reason).html() + '</td>';
|
||||||
html += '<td><button type="button" class="button button-small argon-spam-trash-btn" data-comment-id="' + item.comment_id + '"><?php _e('移入回收站', 'argon');?></button></td>';
|
html += '<td><button type="button" class="button button-small argon-spam-trash-btn" data-comment-id="' + item.comment_id + '"><?php _e('移入回收站', 'argon');?></button></td>';
|
||||||
html += '</tr>';
|
html += '</tr>';
|
||||||
@@ -4063,7 +4034,7 @@ window.pjaxLoaded = function(){
|
|||||||
btn.closest('tr').fadeOut(300, function() {
|
btn.closest('tr').fadeOut(300, function() {
|
||||||
$(this).remove();
|
$(this).remove();
|
||||||
if ($('#argon-spam-detection-results-content tbody tr').length === 0) {
|
if ($('#argon-spam-detection-results-content tbody tr').length === 0) {
|
||||||
$('#argon-spam-detection-results-content').html('<p><?php _e('所有标记的垃圾评论已处理', 'argon');?></p>');
|
$('#argon-spam-detection-results-content').html('<p style="color: #46b450; font-weight: 600;"><span class="dashicons dashicons-yes-alt" style="font-size: 20px; vertical-align: middle;"></span> <?php _e('所有标记的垃圾评论已处理', 'argon');?></p>');
|
||||||
}
|
}
|
||||||
});
|
});
|
||||||
} else {
|
} else {
|
||||||
|
|||||||
Reference in New Issue
Block a user