mirror of https://gitlab.crans.org/bde/nk20
[WEI] Extreme test with full buses and quality constraints
Signed-off-by: Yohann D'ANELLO <ynerant@crans.org>
This commit is contained in:
parent
451851c955
commit
74ab4df9fe
|
@ -53,7 +53,8 @@ class WEIBusInformation:
|
||||||
def free_seats(self, surveys: List["WEISurvey"] = None):
|
def free_seats(self, surveys: List["WEISurvey"] = None):
|
||||||
size = self.bus.size
|
size = self.bus.size
|
||||||
already_occupied = WEIMembership.objects.filter(bus=self.bus).count()
|
already_occupied = WEIMembership.objects.filter(bus=self.bus).count()
|
||||||
valid_surveys = sum(1 for survey in surveys if survey.information.valid) if surveys else 0
|
valid_surveys = sum(1 for survey in surveys if survey.information.valid
|
||||||
|
and survey.information.get_selected_bus() == self.bus) if surveys else 0
|
||||||
return size - already_occupied - valid_surveys
|
return size - already_occupied - valid_surveys
|
||||||
|
|
||||||
def has_free_seats(self, surveys=None):
|
def has_free_seats(self, surveys=None):
|
||||||
|
|
|
@ -190,6 +190,9 @@ class WEISurveyAlgorithm2021(WEISurveyAlgorithm):
|
||||||
# If it does not exist, choose the next bus.
|
# If it does not exist, choose the next bus.
|
||||||
least_preferred_survey.free()
|
least_preferred_survey.free()
|
||||||
least_preferred_survey.save()
|
least_preferred_survey.save()
|
||||||
|
free_surveys.append(least_preferred_survey)
|
||||||
survey.select_bus(bus)
|
survey.select_bus(bus)
|
||||||
survey.save()
|
survey.save()
|
||||||
break
|
break
|
||||||
|
else:
|
||||||
|
raise ValueError(f"User {survey.registration.user} has no free seat")
|
||||||
|
|
|
@ -1,3 +1,4 @@
|
||||||
|
import math
|
||||||
import random
|
import random
|
||||||
|
|
||||||
from django.contrib.auth.models import User
|
from django.contrib.auth.models import User
|
||||||
|
@ -26,7 +27,7 @@ class TestWEIAlgorithm(TestCase):
|
||||||
|
|
||||||
self.buses = []
|
self.buses = []
|
||||||
for i in range(10):
|
for i in range(10):
|
||||||
bus = Bus.objects.create(wei=self.wei, name=f"Bus {i}", size=50)
|
bus = Bus.objects.create(wei=self.wei, name=f"Bus {i}", size=10)
|
||||||
self.buses.append(bus)
|
self.buses.append(bus)
|
||||||
information = WEIBusInformation2021(bus)
|
information = WEIBusInformation2021(bus)
|
||||||
for word in WORDS:
|
for word in WORDS:
|
||||||
|
@ -39,7 +40,7 @@ class TestWEIAlgorithm(TestCase):
|
||||||
There are only a few people in each bus, ensure that each person has its best bus
|
There are only a few people in each bus, ensure that each person has its best bus
|
||||||
"""
|
"""
|
||||||
# Add a few users
|
# Add a few users
|
||||||
for i in range(50):
|
for i in range(10):
|
||||||
user = User.objects.create(username=f"user{i}")
|
user = User.objects.create(username=f"user{i}")
|
||||||
registration = WEIRegistration.objects.create(
|
registration = WEIRegistration.objects.create(
|
||||||
user=user,
|
user=user,
|
||||||
|
@ -63,3 +64,44 @@ class TestWEIAlgorithm(TestCase):
|
||||||
preferred_bus = survey.ordered_buses()[0][0]
|
preferred_bus = survey.ordered_buses()[0][0]
|
||||||
chosen_bus = survey.information.get_selected_bus()
|
chosen_bus = survey.information.get_selected_bus()
|
||||||
self.assertEqual(preferred_bus, chosen_bus)
|
self.assertEqual(preferred_bus, chosen_bus)
|
||||||
|
|
||||||
|
def test_survey_algorithm_full(self):
|
||||||
|
"""
|
||||||
|
Buses are full of first year people, ensure that they are happy
|
||||||
|
"""
|
||||||
|
# Add a lot of users
|
||||||
|
for i in range(95):
|
||||||
|
user = User.objects.create(username=f"user{i}")
|
||||||
|
registration = WEIRegistration.objects.create(
|
||||||
|
user=user,
|
||||||
|
wei=self.wei,
|
||||||
|
first_year=True,
|
||||||
|
birth_date='2000-01-01',
|
||||||
|
)
|
||||||
|
information = WEISurveyInformation2021(registration)
|
||||||
|
for j in range(1, 21):
|
||||||
|
setattr(information, f'word{j}', random.choice(WORDS))
|
||||||
|
information.step = 20
|
||||||
|
information.save(registration)
|
||||||
|
registration.save()
|
||||||
|
|
||||||
|
# Run algorithm
|
||||||
|
WEISurvey2021.get_algorithm_class()().run_algorithm()
|
||||||
|
|
||||||
|
penalty = 0
|
||||||
|
# Ensure that everyone seems to be happy
|
||||||
|
# We attribute a penalty for each user that didn't have its first choice
|
||||||
|
# The penalty is the square of the distance between the score of the preferred bus
|
||||||
|
# and the score of the attributed bus
|
||||||
|
# We consider it acceptable if the mean of this distance is lower than 5 %
|
||||||
|
for r in WEIRegistration.objects.filter(wei=self.wei).all():
|
||||||
|
survey = WEISurvey2021(r)
|
||||||
|
chosen_bus = survey.information.get_selected_bus()
|
||||||
|
buses = survey.ordered_buses()
|
||||||
|
score = min(v for bus, v in buses if bus == chosen_bus)
|
||||||
|
max_score = buses[0][1]
|
||||||
|
penalty += (max_score - score) ** 2
|
||||||
|
|
||||||
|
self.assertLessEqual(max_score - score, 20) # Always less than 20 % of tolerance
|
||||||
|
|
||||||
|
self.assertLessEqual(penalty / 100, 25) # Tolerance of 5 %
|
||||||
|
|
Loading…
Reference in New Issue