crawl_config.json
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{
"_schema": "crawl_config_v1",
"name": "热点分析师数据采集配置",
"description": "为LemonV公司热点分析师Agent训练准备的爬虫配置,覆盖抖音、微博、小红书、快手四大平台",
"version": "1.0.0",
"created_at": "2026-03-26",
"author": "Hunter Agent",
"global_settings": {
"user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
"request_timeout": 15,
"retry_times": 3,
"retry_delay": 2,
"concurrent_requests": 8,
"download_delay": 2,
"respect_robots_txt": true,
"data_retention_days": 90
},
"proxy_settings": {
"enabled": false,
"type": "rotating",
"pool_size": 10,
"providers": [
"亿牛云爬虫代理",
"Scrapy-Proxy-Pool"
]
},
"storage": {
"type": "hybrid",
"config": {
"hot_data": {
"engine": "redis",
"host": "localhost",
"port": 6379,
"db": 0,
"ttl": 86400
},
"content_data": {
"engine": "mongodb",
"host": "localhost",
"port": 27017,
"database": "trend_hunter",
"collections": {
"weibo_hot": "微博热搜",
"douyin_hot": "抖音热点",
"xiaohongshu_notes": "小红书笔记",
"kuaishou_hot": "快手热榜"
}
},
"timeseries_data": {
"engine": "influxdb",
"host": "localhost",
"port": 8086,
"database": "trend_metrics"
}
}
},
"sources": [
{
"id": "weibo_hot_search",
"name": "微博热搜榜",
"platform": "weibo",
"type": "hot_list",
"enabled": true,
"priority": 1,
"update_interval": 300,
"endpoints": [
{
"name": "移动端热榜",
"url": "https://m.weibo.cn/api/container/getIndex?containerid=106003type=25&t=3&disable_hot=1&filter_type=realtimehot",
"method": "GET",
"headers": {
"Referer": "https://m.weibo.cn",
"Accept": "application/json"
}
},
{
"name": "PC端热榜",
"url": "https://s.weibo.com/top/summary?Refer=top_hot",
"method": "GET",
"parser": "html"
}
],
"api_alternatives": [
{
"provider": "天聚数行",
"url": "https://apis.tianapi.com/weibohot/index",
"method": "GET",
"params": {
"key": "YOUR_API_KEY"
},
"update_frequency": 1800,
"quota": "100次/天(免费)"
},
{
"provider": "接口盒子",
"url": "https://cn.apihz.cn/api/xinwen/weibo2.php",
"method": "GET",
"params": {
"id": "YOUR_ID",
"key": "YOUR_KEY"
}
}
],
"fields": {
"rank": "排名",
"desc": "热搜词",
"desc_extr": "热度值",
"scheme": "话题链接",
"timestamp": "采集时间",
"category": "分类(新/爆/热)"
},
"anti_detection": {
"cookie_rotation": true,
"ip_rotation": true,
"request_interval": "5-10秒随机",
"mobile_first": true
}
},
{
"id": "douyin_trend",
"name": "抖音热点",
"platform": "douyin",
"type": "hot_list",
"enabled": true,
"priority": 1,
"update_interval": 600,
"endpoints": [
{
"name": "巨量算数热点",
"url": "https://trendinsight.oceanengine.com",
"note": "需登录获取API权限",
"method": "API"
}
],
"third_party_apis": [
{
"provider": "数说聚合",
"url": "https://hermes.datastory.com.cn/api/douyin/hot",
"auth": "企业级API Key"
}
],
"fields": {
"title": "热点标题",
"hot_value": "热度值",
"category": "分类",
"publish_time": "发布时间",
"view_count": "播放量",
"increase_rate": "增长率"
},
"note": "抖音反爬严格,建议使用官方API或第三方数据服务"
},
{
"id": "xiaohongshu_trend",
"name": "小红书热门话题",
"platform": "xiaohongshu",
"type": "topic_list",
"enabled": true,
"priority": 2,
"update_interval": 1800,
"endpoints": [
{
"name": "搜索发现页",
"url": "https://www.xiaohongshu.com/search_result",
"note": "需登录态Cookie",
"method": "GET"
}
],
"third_party_apis": [
{
"provider": "新红",
"url": "https://xh.newrank.cn",
"type": "商业平台"
},
{
"provider": "千瓜",
"url": "https://www.qiangua.com",
"type": "商业平台"
}
],
"fields": {
"topic_name": "话题名称",
"view_count": "浏览量",
"note_count": "笔记数",
"participation": "参与人数",
"hot_ratio": "热度比值(浏览/笔记)",
"category": "分类"
},
"keywords_to_track": [
"短剧", "爆款", "热点", "趋势", "选题",
"剧情", "反转", "爽剧", "甜宠", "逆袭"
]
},
{
"id": "kuaishou_hot",
"name": "快手热榜",
"platform": "kuaishou",
"type": "hot_list",
"enabled": true,
"priority": 2,
"update_interval": 600,
"endpoints": [
{
"name": "快手热榜API",
"url": "https://api.jxmb.net/api/hotnews/kuaishou",
"method": "GET",
"params": {
"appid": "YOUR_APPID",
"appsecret": "YOUR_APPSECRET"
}
}
],
"api_details": {
"provider": "聚合数据",
"update_frequency": "600秒",
"free_quota": "注册送100次",
"paid_quota": "10,000次/天(年付会员)",
"documentation": "https://api.jxmb.net/user/doc?id=61"
},
"fields": {
"rank": "排行",
"name": "热点标题",
"img": "缩略图",
"date": "热点时间",
"viewnum": "关注人数",
"url": "详情链接"
}
},
{
"id": "toutiao_hot",
"name": "今日头条热点",
"platform": "toutiao",
"type": "hot_list",
"enabled": true,
"priority": 3,
"update_interval": 300,
"endpoints": [
{
"name": "热点API",
"url": "https://www.toutiao.com/hot/event/hot-board/?origin=toutiao_pc",
"method": "GET",
"parser": "json"
}
],
"fields": {
"title": "标题",
"label": "标签",
"url": "链接",
"hot_value": "热度值",
"category": "分类"
}
},
{
"id": "zhihu_hot",
"name": "知乎热榜",
"platform": "zhihu",
"type": "hot_list",
"enabled": true,
"priority": 3,
"update_interval": 600,
"endpoints": [
{
"name": "热榜API",
"url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
"method": "GET",
"headers": {
"User-Agent": "Mozilla/5.0"
}
}
],
"fields": {
"title": "问题标题",
"excerpt": "摘要",
"detail_text": "热度文本",
"url": "链接"
}
},
{
"id": "bilibili_hot",
"name": "B站热门",
"platform": "bilibili",
"type": "hot_list",
"enabled": false,
"priority": 4,
"update_interval": 3600,
"endpoints": [
{
"name": "热门视频",
"url": "https://api.bilibili.com/x/web-interface/ranking/v2",
"method": "GET"
}
],
"fields": {
"title": "标题",
"owner": "UP主",
"stat": "统计数据",
"short_link": "短链接"
}
}
],
"data_processing": {
"deduplication": {
"method": "bloom_filter",
"false_positive_rate": 0.001,
"expected_items": 1000000
},
"cleaning_rules": [
{
"field": "title",
"action": "strip_whitespace",
"description": "去除标题前后空格"
},
{
"field": "hot_value",
"action": "normalize_number",
"description": "统一数值格式"
},
{
"field": "content",
"action": "remove_html_tags",
"description": "去除HTML标签"
}
],
"sentiment_analysis": {
"enabled": true,
"engine": "jieba+textblob",
"fields": ["title", "content", "comments"]
}
},
"alerting": {
"enabled": true,
"rules": [
{
"name": "热点爆发预警",
"condition": "growth_rate > 300% AND hot_value > 1000000",
"action": "send_notification",
"channels": ["webhook", "email"]
},
{
"name": "数据采集异常",
"condition": "failed_requests > 10 in 5 minutes",
"action": "send_alert",
"channels": ["email"]
}
]
},
"scheduling": {
"jobs": [
{
"name": "微博热搜采集",
"source": "weibo_hot_search",
"cron": "*/5 * * * *",
"enabled": true
},
{
"name": "抖音热点采集",
"source": "douyin_trend",
"cron": "*/10 * * * *",
"enabled": true
},
{
"name": "小红书话题采集",
"source": "xiaohongshu_trend",
"cron": "0 */2 * * *",
"enabled": true
},
{
"name": "快手热榜采集",
"source": "kuaishou_hot",
"cron": "*/10 * * * *",
"enabled": true
},
{
"name": "知乎热榜采集",
"source": "zhihu_hot",
"cron": "*/10 * * * *",
"enabled": true
}
]
},
"output_formats": {
"raw_data": {
"format": "json",
"compression": "gzip",
"retention": "30_days"
},
"analytics": {
"format": "parquet",
"destination": "s3://analytics-bucket/trend-hunter/"
},
"reports": {
"format": "markdown",
"schedule": "daily"
}
},
"compliance": {
"robots_txt": true,
"rate_limiting": true,
"user_agent_identification": true,
"data_privacy": {
"exclude_personal_info": true,
"anonymize_user_data": true,
"retention_policy": "90_days"
},
"legal_notice": "本配置仅供学习和研究使用,请遵守各平台的robots.txt和使用协议"
},
"monitoring": {
"metrics": [
"requests_per_minute",
"success_rate",
"average_response_time",
"data_volume_per_hour",
"unique_items_per_day"
],
"dashboard": {
"enabled": true,
"tool": "grafana",
"refresh_interval": "10s"
}
}
}