NYC Taxi — Vendor Comparison

NYC Taxi benchmark · all NYC Taxi queries

Compare vendors by various metrics

Representative SQL

Rendered in the benchmark’s native SQL with default parameters (no dialect translation available).

SELECT
  vendor_id,
  COUNT(*) AS trip_count,
  AVG(trip_distance) AS avg_distance,
  AVG(total_amount) AS avg_fare,
  AVG(tip_amount) AS avg_tip,
  SUM(total_amount) AS total_revenue
FROM trips
WHERE
  pickup_datetime >= '2019-02-28' AND pickup_datetime < '2019-03-30'
GROUP BY
  vendor_id
ORDER BY
  trip_count DESC

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 NYCTaxi

bench = NYCTaxi(scale_factor=1.0)            # your scale factor
queries = bench.get_queries(dialect="datafusion")   # your platform's dialect; drop dialect= for native SQL
print(queries['vendor-comparison'])

Source

Query text: benchbox/core/nyctaxi/queries.py