NYC Taxi — Distance Distribution

NYC Taxi benchmark · all NYC Taxi queries

Distribution of trip distances

Representative SQL

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

SELECT
  FLOOR(trip_distance) AS distance_miles,
  COUNT(*) AS trip_count,
  AVG(total_amount) AS avg_fare
FROM trips
WHERE
  pickup_datetime >= '2019-09-30'
  AND pickup_datetime < '2019-10-30'
  AND trip_distance BETWEEN 0 AND 30
GROUP BY
  FLOOR(trip_distance)
ORDER BY
  distance_miles

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['distance-distribution'])

Source

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