Query di esempio per dati Adobe Target

I dati di Adobe Target vengono trasformati in schema XDM di Experience Event e trasferiti Experience Platform come set di dati. Esistono molti casi d’uso Query Service con questi dati e le seguenti query di esempio devono essere compatibili con i set di dati Adobe Target .

Nome set di dati standard per l'origine dati Target in Platform:

Adobe Target Experience Events (nome descrittivo)
adobe_target_experience_events (nome da utilizzare nella query)

Mappatura del campo XDM parziale di alto livello

L'uso di [ ] denotes un array

Conteggio delle attività orarie per un dato giorno

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

Dettagli orari per una specifica attività per un dato giorno

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

ID esperienza per una specifica attività per un dato giorno

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

Restituisce un elenco degli ambiti dell’evento (visitatore, visita, impression) per istanze per ID attività per un dato giorno

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

Restituisce il numero di visitatori, visite, impression per attività per un dato giorno

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

Restituisci visitatori, visite, impression per Experience ID, Segment ID e EventScope per un dato giorno

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

Restituisce i nomi delle mbox e il conteggio dei record per un dato giorno

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