datatracker/ietf/meeting/tests_schedule_generator.py
Jennifer Richards 364250a291
feat: Generate a partial schedule when there are more sessions than timeslots (#4950)
* refactor: move session/timeslot selection for sched editor to querysets

Purpose here is to make it easier to reuse the session and timeslot selection
logic between the schedule editor and the schedule generator. Additionally
resolves a todo-list item to unify the list of TimeSlotType ids in the
IGNORE_TIMESLOT_TYPES tuple and the SessionQuerySet.requests() method.

* refactor: use new helpers to select sessions/slots for sched generator

* refactor: eliminate some code lint

* feat: Split sched gen TimeSlot into scheduled/unscheduled variants

(work in progress)

* feat: First pass at supporting unscheduled timeslots

(work in progress)

* feat: Handle unscheduled timeslots in make_capacity_adjustments()

(work in progress)

* feat: Handle unscheduled timeslots in time-relation constraint check

(work in progress)

* feat: Reflect unsched timeslots in messages from by schedule generator

* fix: Prevent exception in pretty_print() if base schedule not assigned

* refactor: Avoid flood of time relation constraint warning messages

* test: update test_too_many_sessions
2023-01-06 11:13:58 -06:00

332 lines
15 KiB
Python

# Copyright The IETF Trust 2020, All Rights Reserved
import calendar
import datetime
import pytz
from io import StringIO
from warnings import filterwarnings
from django.core.management.base import CommandError
from ietf.utils.test_utils import TestCase
from ietf.group.factories import GroupFactory, RoleFactory
from ietf.person.factories import PersonFactory
from ietf.meeting.models import Constraint, TimerangeName, BusinessConstraint, SchedTimeSessAssignment, Schedule
from ietf.meeting.factories import MeetingFactory, RoomFactory, TimeSlotFactory, SessionFactory, ScheduleFactory
from ietf.meeting.management.commands import generate_schedule
from ietf.name.models import ConstraintName
import debug # pyflakes:ignore
class ScheduleGeneratorTest(TestCase):
def setUp(self):
super().setUp()
# Create a meeting of 2 days, 5 sessions per day, in 2 rooms. There are 3 days
# actually created, but sundays are ignored.
# Two rooms is a fairly low level of simultaneous schedules, this is needed
# because the schedule in these tests is much more complex than a real schedule.
self.meeting = MeetingFactory(type_id='ietf', days=2, date=datetime.date(2020, 5, 31))
self.rooms = [
RoomFactory(meeting=self.meeting, capacity=100),
RoomFactory(meeting=self.meeting, capacity=10)
]
self.timeslots = []
for room in self.rooms:
for day in range(0, 3):
for hour in range(12, 17):
t = TimeSlotFactory(
meeting=self.meeting,
location=room,
time=self.meeting.tz().localize(
datetime.datetime.combine(
self.meeting.date + datetime.timedelta(days=day),
datetime.time(hour, 0),
)
),
duration=datetime.timedelta(minutes=60),
)
self.timeslots.append(t)
self.first_meeting_day = calendar.day_name[self.meeting.date.weekday()].lower()
self.area1 = GroupFactory(acronym='area1', type_id='area')
self.area2 = GroupFactory(acronym='area2', type_id='area')
self.wg1 = GroupFactory(acronym='wg1', parent=self.area1)
self.wg2 = GroupFactory(acronym='wg2', )
self.wg3 = GroupFactory(acronym='wg3', )
self.bof1 = GroupFactory(acronym='bof1', parent=self.area1, state_id='bof')
self.bof2 = GroupFactory(acronym='bof2', parent=self.area2, state_id='bof')
self.prg1 = GroupFactory(acronym='prg1', parent=self.area2, type_id='rg', state_id='proposed')
self.all_groups = [self.area1, self.area2, self.wg1, self.wg2, self.wg3, self.bof1,
self.bof2, self.prg1]
self.ad_role = RoleFactory(group=self.wg1, name_id='ad')
RoleFactory(group=self.bof1, name_id='ad', person=self.ad_role.person)
self.person1 = PersonFactory()
self.stdout = StringIO()
def test_normal_schedule(self):
self._create_basic_sessions()
generator = generate_schedule.ScheduleHandler(self.stdout, self.meeting.number, verbosity=3)
violations, cost = generator.run()
self.assertEqual(violations, self.fixed_violations)
self.assertEqual(cost, self.fixed_cost)
self.stdout.seek(0)
output = self.stdout.read()
self.assertIn('WARNING: session wg2 (pk 13) has no attendees set', output)
self.assertIn('scheduling 13 sessions in 20 timeslots', output)
self.assertIn('Optimiser starting run 1', output)
self.assertIn('Optimiser found an optimal schedule', output)
schedule = self.meeting.schedule_set.get(name__startswith='Auto-')
self.assertEqual(schedule.assignments.count(), 13)
def test_unresolvable_schedule(self):
self._create_basic_sessions()
for group in self.all_groups:
group.parent = self.area1
group.ad = self.ad_role
group.save()
c = Constraint.objects.create(meeting=self.meeting, source=group, name_id='timerange')
c.timeranges.set(TimerangeName.objects.filter(slug__startswith=self.first_meeting_day))
Constraint.objects.create(meeting=self.meeting, source=group,
name_id='bethere', person=self.person1)
generator = generate_schedule.ScheduleHandler(self.stdout, self.meeting.number, verbosity=2)
violations, cost = generator.run()
self.assertNotEqual(violations, [])
self.assertGreater(cost, self.fixed_cost)
self.stdout.seek(0)
output = self.stdout.read()
self.assertIn('Optimiser did not find perfect schedule', output)
def test_too_many_sessions(self):
self._create_basic_sessions()
self._create_basic_sessions()
filterwarnings('ignore', '"time relation" constraint only makes sense for 2 sessions')
generator = generate_schedule.ScheduleHandler(self.stdout, self.meeting.number, verbosity=1)
generator.run()
self.stdout.seek(0)
self.assertIn('Some sessions will not be scheduled', self.stdout.read())
def test_invalid_meeting_number(self):
with self.assertRaises(CommandError):
generator = generate_schedule.ScheduleHandler(self.stdout, 'not-valid-meeting-number-aaaa', verbosity=0)
generator.run()
def test_base_schedule(self):
self._create_basic_sessions()
base_schedule = self._create_base_schedule()
assignment = base_schedule.assignments.first()
base_session = assignment.session
base_timeslot = assignment.timeslot
generator = generate_schedule.ScheduleHandler(
self.stdout,
self.meeting.number,
verbosity=3,
base_id=generate_schedule.ScheduleId.from_schedule(base_schedule),
)
violations, cost = generator.run()
expected_violations = self.fixed_violations + [
'{}: scheduled in too small room'.format(base_session.group.acronym),
]
expected_cost = sum([
self.fixed_cost,
BusinessConstraint.objects.get(slug='session_requires_trim').penalty,
])
self.assertEqual(violations, expected_violations)
self.assertEqual(cost, expected_cost)
generated_schedule = Schedule.objects.get(name=generator.name)
self.assertEqual(generated_schedule.base, base_schedule,
'Base schedule should be attached to generated schedule')
self.assertCountEqual(
[a.session for a in base_timeslot.sessionassignments.all()],
[base_session],
'A session must not be scheduled on top of a base schedule assignment',
)
self.stdout.seek(0)
output = self.stdout.read()
self.assertIn('Applying schedule {} as base schedule'.format(
generate_schedule.ScheduleId.from_schedule(base_schedule)
), output)
self.assertIn('WARNING: session wg2 (pk 13) has no attendees set', output)
self.assertIn('scheduling 13 sessions in 19 timeslots', output) # 19 because base is using one
self.assertIn('Optimiser starting run 1', output)
self.assertIn('Optimiser found an optimal schedule', output)
def test_base_schedule_dynamic_cost(self):
"""Conflicts with the base schedule should contribute to dynamic cost"""
# create the base schedule
base_schedule = self._create_base_schedule()
assignment = base_schedule.assignments.first()
base_session = assignment.session
base_timeslot = assignment.timeslot
# create another base session that conflicts with the first
SessionFactory(
meeting=self.meeting,
group=self.wg2,
attendees=10,
add_to_schedule=False,
)
SchedTimeSessAssignment.objects.create(
schedule=base_schedule,
session=SessionFactory(meeting=self.meeting, group=self.wg2, attendees=10, add_to_schedule=False),
timeslot=self.meeting.timeslot_set.filter(
time=base_timeslot.time + datetime.timedelta(days=1)
).exclude(
sessionassignments__schedule=base_schedule
).first(),
)
# make the base session group conflict with wg1 and wg2
Constraint.objects.create(
meeting=self.meeting,
source=base_session.group,
name_id='tech_overlap',
target=self.wg1,
)
Constraint.objects.create(
meeting=self.meeting,
source=base_session.group,
name_id='wg_adjacent',
target=self.wg2,
)
# create the session to schedule that will conflict
conflict_session = SessionFactory(meeting=self.meeting, group=self.wg1, add_to_schedule=False,
attendees=10, requested_duration=datetime.timedelta(hours=1))
conflict_timeslot = self.meeting.timeslot_set.filter(
time=base_timeslot.time, # same time as base session
location__capacity__gte=conflict_session.attendees, # no capacity violation
).exclude(
sessionassignments__schedule=base_schedule # do not use the same timeslot
).first()
# Create the ScheduleHandler with the base schedule
handler = generate_schedule.ScheduleHandler(
self.stdout,
self.meeting.number,
max_cycles=1,
base_id=generate_schedule.ScheduleId.from_schedule(base_schedule),
)
# run once to be sure everything is primed, we'll ignore the outcome
handler.run()
timeslot_lut = {ts.timeslot_pk: ts for ts in handler.schedule.timeslots}
session_lut = {sess.session_pk: sess for sess in handler.schedule.sessions}
# now create schedule with a conflict
handler.schedule.schedule = {
timeslot_lut[conflict_timeslot.pk]: session_lut[conflict_session.pk],
}
# check that we get the expected dynamic cost - should NOT include conflict with wg2
# because that is in the base schedule
violations, cost = handler.schedule.calculate_dynamic_cost()
self.assertCountEqual(
violations,
['{}: group conflict with {}'.format(base_session.group.acronym, self.wg1.acronym)]
)
self.assertEqual(
cost,
ConstraintName.objects.get(pk='tech_overlap').penalty,
)
# check the total cost - now should see wg2 and capacity conflicts
violations, cost = handler.schedule.total_schedule_cost()
self.assertCountEqual(
violations,
[
'{}: group conflict with {}'.format(base_session.group.acronym, self.wg1.acronym),
'{}: missing adjacency with {}, adjacents are: '.format(base_session.group.acronym, self.wg2.acronym),
'{}: scheduled in too small room'.format(base_session.group.acronym),
]
)
self.assertEqual(
cost,
sum([
BusinessConstraint.objects.get(pk='session_requires_trim').penalty,
ConstraintName.objects.get(pk='wg_adjacent').penalty,
ConstraintName.objects.get(pk='tech_overlap').penalty,
]),
)
def _create_basic_sessions(self):
for group in self.all_groups:
SessionFactory(meeting=self.meeting, group=group, add_to_schedule=False, attendees=5,
requested_duration=datetime.timedelta(hours=1))
for group in self.bof1, self.bof2, self.wg2:
SessionFactory(meeting=self.meeting, group=group, add_to_schedule=False, attendees=55,
requested_duration=datetime.timedelta(hours=1))
SessionFactory(meeting=self.meeting, group=self.wg2, add_to_schedule=False, attendees=500,
requested_duration=datetime.timedelta(hours=2))
joint_session = SessionFactory(meeting=self.meeting, group=self.wg2, add_to_schedule=False)
joint_session.joint_with_groups.add(self.wg3)
Constraint.objects.create(meeting=self.meeting, source=self.wg1,
name_id='wg_adjacent', target=self.area1)
Constraint.objects.create(meeting=self.meeting, source=self.wg2,
name_id='conflict', target=self.bof1)
Constraint.objects.create(meeting=self.meeting, source=self.bof1,
name_id='bethere', person=self.person1)
Constraint.objects.create(meeting=self.meeting, source=self.wg2,
name_id='bethere', person=self.person1)
Constraint.objects.create(meeting=self.meeting, source=self.bof1,
name_id='time_relation', time_relation='subsequent-days')
Constraint.objects.create(meeting=self.meeting, source=self.bof2,
name_id='time_relation', time_relation='one-day-separation')
timerange_c1 = Constraint.objects.create(meeting=self.meeting, source=self.wg2,
name_id='timerange')
timerange_c1.timeranges.set(TimerangeName.objects.filter(slug__startswith=self.first_meeting_day))
self.fixed_violations = ['No timeslot with sufficient duration available for wg2, '
'requested 2:00:00, trimmed to 1:00:00',
'No timeslot with sufficient capacity available for wg2, '
'requested 500, trimmed to 100']
self.fixed_cost = BusinessConstraint.objects.get(slug='session_requires_trim').penalty * 2
def _create_base_schedule(self):
"""Create a base schedule
Generates a base schedule using the first Monday timeslot with a location
with capacity smaller than 200.
"""
base_schedule = ScheduleFactory(meeting=self.meeting)
base_reg_session = SessionFactory(
meeting=self.meeting,
requested_duration=datetime.timedelta(minutes=60),
attendees=200,
add_to_schedule=False
)
# use a timeslot not on Sunday
meeting_date = pytz.utc.localize(
datetime.datetime.combine(self.meeting.get_meeting_date(1), datetime.time())
)
ts = self.meeting.timeslot_set.filter(
time__gt=meeting_date,
location__capacity__lt=base_reg_session.attendees,
).order_by(
'time'
).first()
SchedTimeSessAssignment.objects.create(
schedule=base_schedule,
session=base_reg_session,
timeslot=ts,
)
return base_schedule