TPC-DI AQ3

TPC-DI benchmark · all TPC-DI queries

Representative SQL

Rendered for DataFusion with default parameters.

SELECT
  'Broker Performance Analysis' AS analysis_name,
  b.FirstName || ' ' || b.LastName AS broker_name,
  b.Branch,
  b.Office,
  COUNT(DISTINCT t.SK_CustomerID) AS unique_customers,
  COUNT(t.TradeID) AS total_trades,
  SUM(t.Quantity) AS total_quantity_traded,
  SUM(t.Quantity * t.TradePrice) AS total_trade_value,
  SUM(t.Commission) AS total_commission_generated,
  AVG(t.Commission) AS avg_commission_per_trade,
  AVG(t.TradePrice) AS avg_trade_price,
  SUM(t.Commission) / SUM(t.Quantity * t.TradePrice) * 100 AS commission_rate_pct,
  COUNT(t.TradeID) / COUNT(DISTINCT t.SK_CustomerID) AS trades_per_customer,
  SUM(t.Quantity * t.TradePrice) / COUNT(DISTINCT t.SK_CustomerID) AS value_per_customer,
  COUNT(CASE WHEN tt.TT_IS_SELL IS TRUE THEN 1 END) AS sell_trades,
  COUNT(CASE WHEN tt.TT_IS_SELL IS FALSE THEN 1 END) AS buy_trades,
  COUNT(CASE WHEN tt.TT_IS_SELL IS TRUE THEN 1 END) / COUNT(t.TradeID) * 100 AS sell_ratio_pct
FROM DimBroker AS b
LEFT JOIN FactTrade AS t
  ON b.SK_BrokerID = t.SK_BrokerID
LEFT JOIN TradeType AS tt
  ON t.Type = tt.TT_ID
LEFT JOIN DimDate AS d
  ON t.SK_CreateDateID = d.SK_DateID
WHERE
  b.IsCurrent IS TRUE
  AND (
    d.CalendarYearID >= 2015 AND d.CalendarYearID <= 2019
  )
  AND t.Status = 'Completed'
GROUP BY
  b.FirstName,
  b.LastName,
  b.Branch,
  b.Office
HAVING
  COUNT(t.TradeID) > 10
ORDER BY
  total_commission_generated DESC,
  total_trade_value DESC
LIMIT 50

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['AQ3'])

Source

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