abstreet/headless/examples/abst_helpers.py
2020-09-24 13:14:49 -07:00

63 lines
1.9 KiB
Python

import requests
import statistics
# Returns Results
def run_sim(args, modifiers=[], edits=None):
requests.post(args.api + '/sim/load', json={
'scenario': 'data/system/scenarios/{}/weekday.bin'.format(args.map_name),
'modifiers': modifiers,
'edits': edits,
})
requests.get(args.api + '/sim/goto-time',
params={'t': '{}:00:00'.format(args.hours)})
raw_trips = requests.get(
args.api + '/data/get-finished-trips').json()['trips']
# Map trip ID to the duration (in seconds) of the trip. Filter out aborted
# (failed) trips.
num_aborted = 0
trip_times = {}
for (_, trip, mode, duration) in raw_trips:
if mode is None:
num_aborted += 1
else:
trip_times[trip] = duration
return Results(num_aborted, trip_times)
class Results:
def __init__(self, num_aborted, trip_times):
self.num_aborted = num_aborted
# Maps trip ID to seconds
self.trip_times = trip_times
# self is the baseline, results2 is the experiment
def compare(self, results2):
faster = []
slower = []
for trip, after_dt in results2.trip_times.items():
before_dt = self.trip_times.get(trip)
if not before_dt:
# The trip didn't finish in time in the baseline run
continue
if before_dt:
if before_dt > after_dt:
faster.append(before_dt - after_dt)
elif after_dt > before_dt:
slower.append(after_dt - before_dt)
print('{:,} trips faster, average {:.1f}s savings'.format(
len(faster), avg(faster)))
print('{:,} trips slower, average {:.1f}s loss'.format(
len(slower), avg(slower)))
def avg(data):
if data:
return statistics.mean(data)
else:
return 0.0