Adobe Target 데이터에 대한 샘플 쿼리

Adobe Target의 데이터는 Experience Event XDM 스키마로 변환되고 데이터 세트로 수집됩니다 Experience Platform . 이 데이터에 대한 사용 사례가 많이 있으며 다음 샘플 쿼리는 Adobe Target 데이터 집합 Query Service 과 함께 작동해야 합니다.

Target 데이터 소스의 표준 데이터 집합 이름 Platform:

Adobe Target 경험 이벤트(친숙한 이름)
adobe_target_experience_events (쿼리에 사용할 이름)

고급 부분 XDM 필드 매핑

The use of [ ] nects an array

지정된 날짜에 대한 시간별 활동 수

SELECT
  Hour,
  ActivityID,
  COUNT(ActivityID) AS Instances
FROM
(
  SELECT
    date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd HH') AS Hour,
    EXPLODE(_experience.target.activities.activityID) AS ActivityID
  FROM adobe_target_experience_events
  WHERE TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
    _experience.target.activities IS NOT NULL
)
GROUP BY Hour, ActivityID
ORDER BY Hour DESC, Instances DESC
LIMIT 24

지정된 날의 특정 활동에 대한 시간별 세부 정보

SELECT
  date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd HH') AS Hour,
  _experience.target.activities.activityID AS ActivityID,
  COUNT(ActivityID) AS Instances
FROM adobe_target_experience_events
WHERE
  array_contains( _experience.target.activities.activityID, {Activity ID} ) AND 
    TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
  _experience.target.activities IS NOT NULL
GROUP BY Hour, ActivityID
ORDER BY Hour DESC
LIMIT 24

지정된 날짜에 특정 활동에 대한 경험 ID

SELECT
  Day,
  Activities.activityID,
  ExperienceID,
  COUNT(ExperienceID) AS Instances
FROM
(
  SELECT
    Day,
    Activities,
    EXPLODE(Activities.activityEvents._experience.target.activity.activityevent.context.experienceID) AS ExperienceID
  FROM
  (
    SELECT
      date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd') AS Day,
      EXPLODE(_experience.target.activities) AS Activities
    FROM adobe_target_experience_events
    WHERE 
      TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
      _experience.target.activities IS NOT NULL
  )
  WHERE Activities.activityID = {activity_id}
)
GROUP BY Day, Activities.activityID, ExperienceID
ORDER BY Day DESC, Instances DESC
LIMIT 20

특정 날짜에 대해 활동 ID당 인스턴스별로 이벤트 범위(방문자, 방문, 노출 횟수) 목록 반환

SELECT
  Day,
  Activities.activityID,
  EventScope,
  COUNT(EventScope) AS Instances
FROM
(
  SELECT
    Day,
    Activities,
    EXPLODE(Activities.activityEvents.eventScope) AS EventScope
  FROM
  (
    SELECT
      date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd') AS Day,
      EXPLODE(_experience.target.activities) AS Activities
    FROM adobe_target_experience_events
    WHERE 
      TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
      _experience.target.activities IS NOT NULL
  )
)
GROUP BY Day, Activities.activityID, EventScope
ORDER BY Day DESC, Instances DESC
LIMIT 30

지정된 날짜에 대한 방문자, 방문, 활동당 노출 횟수

SELECT
  Hour,
  Activities.activityid,
  SUM(CASE WHEN array_contains( Activities.activityEvents.eventScope, 'visitor' ) THEN 1 END) as Visitors,
  SUM(CASE WHEN array_contains( Activities.activityEvents.eventScope, 'visit' ) THEN 1 END) as Visits,
  SUM(CASE WHEN array_contains( Activities.activityEvents.eventScope, 'impression' ) THEN 1 END) as Impressions
FROM
(
  SELECT
    date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd HH') AS Hour,
    EXPLODE(_experience.target.activities) AS Activities
  FROM adobe_target_experience_events
  WHERE
    TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
    _experience.target.activities IS NOT NULL
)
GROUP BY Hour, Activities.activityid
ORDER BY Hour DESC, Visitors DESC
LIMIT 30

주어진 날짜에 대한 재방문자, 방문, 경험 ID, 세그먼트 ID 및 EventScope에 대한 노출 횟수

SELECT
  Day,
  Activities.activityID,
  ExperienceID,
  SegmentID._id,
  SUM(CASE WHEN ActivityEvent.eventScope = 'visitor' THEN 1 END) as Visitors,
  SUM(CASE WHEN ActivityEvent.eventScope = 'visit' THEN 1 END) as Visits,
  SUM(CASE WHEN ActivityEvent.eventScope = 'impression' THEN 1 END) as Impressions
FROM
(
  SELECT
    Day,
    Activities,
    ActivityEvent,
    ActivityEvent._experience.target.activity.activityevent.context.experienceID AS ExperienceID,
    EXPLODE(ActivityEvent.segmentEvents.segmentID) AS SegmentID
  FROM
  (
    SELECT
      Day,
      Activities,
      EXPLODE(Activities.activityEvents) AS ActivityEvent
    FROM
    (
      SELECT
        date_format(from_utc_timestamp(timestamp, 'America/New_York'), 'yyyy-MM-dd') AS Day,
        EXPLODE(_experience.target.activities) AS Activities
      FROM adobe_target_experience_events
      WHERE 
        TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}') AND 
        _experience.target.activities IS NOT NULL
      LIMIT 1000000
    )
    LIMIT 1000000
  )
  LIMIT 1000000
)
GROUP BY Day, Activities.activityID, ExperienceID, SegmentID._id
ORDER BY Day DESC, Activities.activityID, ExperienceID ASC, SegmentID._id ASC, Visitors DESC
LIMIT 20

지정된 날짜에 대한 mbox 이름 및 레코드 수 반환

SELECT
  _experience.target.mboxname,
  COUNT(timestamp) AS records
FROM
  adobe_target_experience_events
WHERE
  TIMESTAMP = to_timestamp('{target_year}-{target_month}-{target_day}')
  GROUP BY _experience.target.mboxname ORDER BY records DESC
LIMIT 100