193 lines
4.9 KiB
SQL
193 lines
4.9 KiB
SQL
-- 删除现有的物化视图(需要先删除视图,因为它们依赖于表)
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DROP TABLE IF EXISTS limq.platform_distribution;
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DROP TABLE IF EXISTS limq.link_hourly_patterns;
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DROP TABLE IF EXISTS limq.link_daily_stats;
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-- 删除现有的表
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DROP TABLE IF EXISTS limq.qr_scans;
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DROP TABLE IF EXISTS limq.sessions;
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DROP TABLE IF EXISTS limq.link_events;
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DROP TABLE IF EXISTS limq.links;
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-- 创建数据库(如果不存在)
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CREATE DATABASE IF NOT EXISTS limq;
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-- 切换到limq数据库
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USE limq;
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-- 创建短链接访问事件表
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CREATE TABLE IF NOT EXISTS limq.link_events (
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event_id UUID DEFAULT generateUUIDv4(),
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event_time DateTime64(3) DEFAULT now64(),
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date Date DEFAULT toDate(event_time),
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link_id String,
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channel_id String,
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visitor_id String,
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session_id String,
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event_type Enum8(
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'click' = 1,
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'redirect' = 2,
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'conversion' = 3,
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'error' = 4
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),
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-- 访问者信息
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ip_address String,
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country String,
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city String,
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-- 来源信息
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referrer String,
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utm_source String,
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utm_medium String,
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utm_campaign String,
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-- 设备信息
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user_agent String,
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device_type Enum8(
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'mobile' = 1,
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'tablet' = 2,
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'desktop' = 3,
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'other' = 4
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),
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browser String,
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os String,
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-- 交互信息
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time_spent_sec UInt32 DEFAULT 0,
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is_bounce Boolean DEFAULT true,
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-- QR码相关
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is_qr_scan Boolean DEFAULT false,
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qr_code_id String DEFAULT '',
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-- 转化数据
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conversion_type Enum8(
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'visit' = 1,
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'stay' = 2,
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'interact' = 3,
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'signup' = 4,
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'subscription' = 5,
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'purchase' = 6
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) DEFAULT 'visit',
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conversion_value Float64 DEFAULT 0,
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-- 其他属性
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custom_data String DEFAULT '{}'
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) ENGINE = MergeTree() PARTITION BY toYYYYMM(date)
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ORDER BY
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(date, link_id, event_time) SETTINGS index_granularity = 8192;
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-- 短链接维度表
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CREATE TABLE IF NOT EXISTS limq.links (
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link_id String,
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original_url String,
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created_at DateTime64(3),
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created_by String,
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title String,
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description String,
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tags Array(String),
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is_active Boolean DEFAULT true,
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expires_at Nullable(DateTime64(3)),
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team_id String DEFAULT '',
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project_id String DEFAULT '',
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PRIMARY KEY (link_id)
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) ENGINE = ReplacingMergeTree()
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ORDER BY
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link_id SETTINGS index_granularity = 8192;
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-- 会话跟踪表
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CREATE TABLE IF NOT EXISTS limq.sessions (
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session_id String,
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visitor_id String,
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link_id String,
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started_at DateTime64(3),
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last_activity DateTime64(3),
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ended_at Nullable(DateTime64(3)),
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duration_sec UInt32 DEFAULT 0,
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session_pages UInt8 DEFAULT 1,
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is_completed Boolean DEFAULT false,
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PRIMARY KEY (session_id)
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) ENGINE = ReplacingMergeTree(last_activity)
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ORDER BY
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(session_id, link_id, visitor_id) SETTINGS index_granularity = 8192;
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-- QR码统计表
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CREATE TABLE IF NOT EXISTS limq.qr_scans (
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scan_id UUID DEFAULT generateUUIDv4(),
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qr_code_id String,
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link_id String,
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scan_time DateTime64(3),
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visitor_id String,
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location String,
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device_type Enum8(
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'mobile' = 1,
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'tablet' = 2,
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'desktop' = 3,
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'other' = 4
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),
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led_to_conversion Boolean DEFAULT false,
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PRIMARY KEY (scan_id)
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) ENGINE = MergeTree() PARTITION BY toYYYYMM(scan_time)
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ORDER BY
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scan_id SETTINGS index_granularity = 8192;
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-- 每日链接汇总视图
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CREATE MATERIALIZED VIEW IF NOT EXISTS limq.link_daily_stats ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
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ORDER BY
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(date, link_id) SETTINGS index_granularity = 8192 AS
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SELECT
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toDate(event_time) AS date,
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link_id,
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count() AS total_clicks,
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uniqExact(visitor_id) AS unique_visitors,
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uniqExact(session_id) AS unique_sessions,
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sum(time_spent_sec) AS total_time_spent,
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avg(time_spent_sec) AS avg_time_spent,
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countIf(is_bounce) AS bounce_count,
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countIf(event_type = 'conversion') AS conversion_count,
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uniqExact(referrer) AS unique_referrers,
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countIf(device_type = 'mobile') AS mobile_count,
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countIf(device_type = 'tablet') AS tablet_count,
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countIf(device_type = 'desktop') AS desktop_count,
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countIf(is_qr_scan) AS qr_scan_count,
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sum(conversion_value) AS total_conversion_value
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FROM
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limq.link_events
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GROUP BY
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date,
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link_id;
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-- 每小时访问模式视图
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CREATE MATERIALIZED VIEW IF NOT EXISTS limq.link_hourly_patterns ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
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ORDER BY
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(date, hour, link_id) SETTINGS index_granularity = 8192 AS
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SELECT
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toDate(event_time) AS date,
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toHour(event_time) AS hour,
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link_id,
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count() AS visits,
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uniqExact(visitor_id) AS unique_visitors
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FROM
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limq.link_events
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GROUP BY
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date,
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hour,
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link_id;
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-- 平台分布视图
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CREATE MATERIALIZED VIEW IF NOT EXISTS limq.platform_distribution ENGINE = SummingMergeTree() PARTITION BY toYYYYMM(date)
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ORDER BY
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(date, utm_source, device_type) SETTINGS index_granularity = 8192 AS
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SELECT
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toDate(event_time) AS date,
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utm_source,
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device_type,
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count() AS visits,
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uniqExact(visitor_id) AS unique_visitors
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FROM
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limq.link_events
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WHERE
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utm_source != ''
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GROUP BY
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date,
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utm_source,
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device_type; |