promote/backend/db/sql/clickhouse/create_events.sql

-- 删除旧表
DROP TABLE IF EXISTS events;

DROP TABLE IF EXISTS follower_events;

DROP TABLE IF EXISTS like_events;

DROP TABLE IF EXISTS view_events;

DROP TABLE IF EXISTS mv_kol_performance;

DROP TABLE IF EXISTS mv_platform_distribution;

DROP TABLE IF EXISTS mv_sentiment_analysis;

DROP TABLE IF EXISTS mv_interaction_time;

DROP TABLE IF EXISTS mv_conversion_funnel;

-- 创建新的events表
CREATE TABLE events (
  -- 基本信息
  event_id UUID DEFAULT generateUUIDv4(),
  timestamp DateTime DEFAULT now(),
  date Date DEFAULT toDate(now()),
  hour UInt8 DEFAULT toHour(now()),
  -- 实体关联
  user_id String,
  influencer_id String,
  content_id String,
  project_id String,
  -- 事件信息
  event_type Enum8(
    'view' = 1,
    -- 浏览
    'like' = 2,
    -- 点赞
    'unlike' = 3,
    -- 取消点赞
    'follow' = 4,
    -- 关注
    'unfollow' = 5,
    -- 取消关注
    'comment' = 6,
    -- 评论
    'share' = 7,
    -- 分享
    'click' = 8,
    -- 点击链接
    'impression' = 9,
    -- 曝光
    'purchase' = 10,
    -- 购买
    'signup' = 11 -- 注册
  ),
  -- 转化漏斗
  funnel_stage Enum8(
    'exposure' = 1,
    -- 曝光
    'interest' = 2,
    -- 兴趣
    'consideration' = 3,
    -- 考虑
    'intent' = 4,
    -- 意向
    'evaluation' = 5,
    -- 评估
    'purchase' = 6 -- 购买
  ),
  -- 内容信息
  platform String,
  -- 社交平台
  content_type Enum8(
    'video' = 1,
    'image' = 2,
    'text' = 3,
    'story' = 4,
    'reel' = 5,
    'live' = 6
  ),
  content_status Enum8(
    -- 审核状态
    'approved' = 1,
    'pending' = 2,
    'rejected' = 3
  ),
  -- 互动分析
  sentiment Enum8(
    -- 情感分析
    'positive' = 1,
    'neutral' = 2,
    'negative' = 3
  ),
  comment_text String,
  -- 评论文本
  keywords Array(String),
  -- 关键词
  -- 数值指标
  interaction_value Float64,
  -- 互动价值
  followers_count UInt32,
  -- 粉丝数
  followers_change Int32,
  -- 粉丝变化量
  likes_count UInt32,
  -- 点赞数
  likes_change Int32,
  -- 点赞变化量
  views_count UInt32,
  -- 观看数
  -- 设备信息
  ip String,
  user_agent String,
  device_type String,
  referrer String,
  -- 地理信息
  geo_country String,
  geo_city String,
  -- 会话信息
  session_id String
) ENGINE = MergeTree() PARTITION BY toYYYYMM(timestamp)
ORDER BY
  (event_type, influencer_id, date, hour) SETTINGS index_granularity = 8192;

-- 创建物化视图：KOL表现概览
CREATE MATERIALIZED VIEW mv_kol_performance ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (influencer_id, date) AS
SELECT
  influencer_id,
  date,
  sum(if(event_type = 'follow', 1, 0)) - sum(if(event_type = 'unfollow', 1, 0)) AS new_followers,
  sum(if(event_type = 'like', 1, 0)) - sum(if(event_type = 'unlike', 1, 0)) AS new_likes,
  sum(if(event_type = 'view', 1, 0)) AS views,
  sum(if(event_type = 'comment', 1, 0)) AS comments,
  sum(if(event_type = 'share', 1, 0)) AS shares
FROM
  events
GROUP BY
  influencer_id,
  date;

-- 创建物化视图：平台分布
CREATE MATERIALIZED VIEW mv_platform_distribution ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (platform, date) AS
SELECT
  platform,
  date,
  count() AS events_count,
  uniqExact(user_id) AS unique_users,
  uniqExact(content_id) AS unique_contents
FROM
  events
GROUP BY
  platform,
  date;

-- 创建物化视图：情感分析
CREATE MATERIALIZED VIEW mv_sentiment_analysis ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (sentiment, date) AS
SELECT
  sentiment,
  date,
  count() AS count
FROM
  events
WHERE
  sentiment IS NOT NULL
  AND event_type = 'comment'
GROUP BY
  sentiment,
  date;

-- 创建物化视图：用户互动时间
CREATE MATERIALIZED VIEW mv_interaction_time ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (date, hour) AS
SELECT
  date,
  hour,
  count() AS events_count,
  uniqExact(user_id) AS unique_users
FROM
  events
GROUP BY
  date,
  hour;

-- 创建物化视图：内容审核状态
CREATE MATERIALIZED VIEW mv_content_status ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (content_status, date) AS
SELECT
  content_status,
  date,
  count() AS count
FROM
  events
WHERE
  content_status IS NOT NULL
GROUP BY
  content_status,
  date;

-- 创建物化视图：转化漏斗
CREATE MATERIALIZED VIEW mv_conversion_funnel ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (funnel_stage, date) AS
SELECT
  funnel_stage,
  date,
  count() AS stage_count,
  uniqExact(user_id) AS unique_users
FROM
  events
WHERE
  funnel_stage IS NOT NULL
GROUP BY
  funnel_stage,
  date;

-- 创建物化视图：热门内容
CREATE MATERIALIZED VIEW mv_popular_content ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (content_id, date) AS
SELECT
  content_id,
  influencer_id,
  date,
  sum(if(event_type = 'view', 1, 0)) AS views,
  sum(if(event_type = 'like', 1, 0)) AS likes,
  sum(if(event_type = 'comment', 1, 0)) AS comments,
  sum(if(event_type = 'share', 1, 0)) AS shares
FROM
  events
GROUP BY
  content_id,
  influencer_id,
  date;

-- 创建物化视图：关键词分析
CREATE MATERIALIZED VIEW mv_keywords ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
ORDER BY
  (keyword, date) AS
SELECT
  arrayJoin(keywords) AS keyword,
  date,
  count() AS frequency
FROM
  events
WHERE
  length(keywords) > 0
GROUP BY
  keyword,
  date;