NYC Taxi — Hourly Zone Heatmap

NYC Taxi benchmark · all NYC Taxi queries

Trip density by hour and zone

Representative SQL

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

SELECT
  EXTRACT(HOUR FROM pickup_datetime) AS hour,
  pickup_location_id,
  COUNT(*) AS trip_count
FROM trips
WHERE
  pickup_datetime >= '2019-11-05' AND pickup_datetime < '2019-11-12'
GROUP BY
  EXTRACT(HOUR FROM pickup_datetime),
  pickup_location_id
ORDER BY
  hour,
  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['hourly-zone-heatmap'])

Source

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