nPath Range-Matching Example | Teradata Vantage - nPath Range-Matching Example: Find Paths to Checkout Page for Purchases Over $200 - Analytics Database

Database Analytic Functions

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Analytics Database
Release Number
17.20
Published
June 2022
Language
English (United States)
Last Update
2024-10-04
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dita:ditavalPath
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dita:id
jmh1512506877710
Product Category
Teradata Vantageā„¢

Input

The input table is aggregate_clicks, from LAG and LEAD Expressions Example: No Alias for Input Query.

SQL-MapReduce Call

SELECT * FROM nPath (
  ON aggregate_clicks PARTITION BY sessionid ORDER BY clicktime
  USING
  Mode (NONOVERLAPPING)
  Pattern ('A*.C+.A*')
  Symbols (
    productprice > 200 AND
    pagetype='checkout' AS C, TRUE AS A
  )
  Result (
    FIRST(sessionid OF A) AS sessionid,
    ACCUMULATE (pagetype OF ANY(A,C)) AS path,
    AVG (productprice OF ANY(A,C)) AS totalsum
  )
) AS dt ORDER BY dt.sessionid;

Output

sessionid path totalsum
1 [home, home1, page1, home, home1, page1, home, home, home, home1, page1, checkout, home, home, home, home, home, home, home, home, home] 602.857142857143
5 [home, home, home, home, home1, home1, home1, page1, page1, page1, page2, page2, page2, checkout, checkout, checkout, page2, page2, page2] 363.157894736842