TPC-DI VQ7

TPC-DI benchmark · all TPC-DI queries

Representative SQL

Rendered for DataFusion with default parameters.

SELECT
  'Customer Tier-NetWorth Validation' AS validation_name,
  Tier,
  COUNT(*) AS customer_count,
  MIN(NetWorth) AS min_net_worth,
  MAX(NetWorth) AS max_net_worth,
  AVG(NetWorth) AS avg_net_worth,
  SUM(
    CASE
      WHEN Tier = 1 AND NetWorth < 1000000
      THEN 1
      WHEN Tier = 2 AND (
        NetWorth < 250000 OR NetWorth >= 1000000
      )
      THEN 1
      WHEN Tier = 3 AND NetWorth >= 250000
      THEN 1
      ELSE 0
    END
  ) AS tier_violations,
  CASE
    WHEN SUM(
      CASE
        WHEN Tier = 1 AND NetWorth < 1000000
        THEN 1
        WHEN Tier = 2 AND (
          NetWorth < 250000 OR NetWorth >= 1000000
        )
        THEN 1
        WHEN Tier = 3 AND NetWorth >= 250000
        THEN 1
        ELSE 0
      END
    ) = 0
    THEN 'PASS'
    ELSE 'FAIL'
  END AS status
FROM DimCustomer
WHERE
  IsCurrent IS TRUE
GROUP BY
  Tier
ORDER BY
  Tier

Representative DataFrame

No DataFrame implementation is registered for this query.

Get the exact query for your run

The blocks above are representative. To get the precise statement a specific platform runs at a specific scale, substitute your own values:

from benchbox import TPCDI

bench = TPCDI(scale_factor=0.01)            # your scale factor
queries = bench.get_queries(dialect="datafusion")   # your platform's dialect; drop dialect= for native SQL
print(queries['VQ7'])

Source

Query text: benchbox/core/tpcdi/query_validation.py