NYC Taxi — Trip Duration Analysis

NYC Taxi benchmark · all NYC Taxi queries

Trip duration patterns

Representative SQL

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

SELECT
  FLOOR(EXTRACT(EPOCH FROM (
    dropoff_datetime - pickup_datetime
  )) / 60 / 5) * 5 AS duration_bucket_min,
  COUNT(*) AS trip_count,
  AVG(trip_distance) AS avg_distance,
  AVG(total_amount) AS avg_fare
FROM trips
WHERE
  pickup_datetime >= '2019-10-14'
  AND pickup_datetime < '2019-11-13'
  AND dropoff_datetime > pickup_datetime
  AND EXTRACT(EPOCH FROM (
    dropoff_datetime - pickup_datetime
  )) BETWEEN 60 AND 7200
GROUP BY
  FLOOR(EXTRACT(EPOCH FROM (
    dropoff_datetime - pickup_datetime
  )) / 60 / 5) * 5
ORDER BY
  duration_bucket_min

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['trip-duration-analysis'])

Source

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