add shift worker names constraint

This commit is contained in:
Ross
2023-12-27 19:12:08 +00:00
parent 740836e31a
commit 3d064a75b9
2 changed files with 227 additions and 0 deletions
+31
View File
@@ -252,6 +252,7 @@ class RotaBuilder(object):
"avoid_st2_first_month": False, "avoid_st2_first_month": False,
"hard_constrain_pair_separation": False, "hard_constrain_pair_separation": False,
"avoid_shifts_by_grades": [], "avoid_shifts_by_grades": [],
"avoid_shifts_by_worker_names": [],
} }
self.results = None self.results = None
@@ -1175,6 +1176,7 @@ class RotaBuilder(object):
) )
# Most of our constraints apply per worker # Most of our constraints apply per worker
worker: Worker
for worker in self.workers: for worker in self.workers:
console.rule( console.rule(
f"Generate worker constraints: [bold blue]{worker.name}[/bold blue]" f"Generate worker constraints: [bold blue]{worker.name}[/bold blue]"
@@ -1209,6 +1211,28 @@ class RotaBuilder(object):
) )
pass pass
for constraint_dict in self.constraint_options["avoid_shifts_by_worker_names"]:
if invalid_shifts := set(constraint_dict["shifts"]).difference(
set(self.get_shift_names())
):
if self.ignore_valid_shifts:
continue # Skip if we don't want to raise an error
else:
raise InvalidShift(
f"avoid shifts by grade constraint contains a non existent shift: {invalid_shifts}"
)
if worker.name in constraint_dict["names"]:
self.model.constraints.add(
0
== sum(
self.model.works[worker.id, week, day, shift]
for week, day, shift in self.get_all_shiftname_combinations()
if week in constraint_dict["weeks"]
and shift in constraint_dict["shifts"]
)
)
for constraint_dict in self.constraint_options["avoid_shifts_by_grades"]: for constraint_dict in self.constraint_options["avoid_shifts_by_grades"]:
if invalid_shifts := set(constraint_dict["shifts"]).difference( if invalid_shifts := set(constraint_dict["shifts"]).difference(
set(self.get_shift_names()) set(self.get_shift_names())
@@ -2522,6 +2546,13 @@ class RotaBuilder(object):
for p in pairs: for p in pairs:
self.worker_pairs.append(tuple(pairs[p])) self.worker_pairs.append(tuple(pairs[p]))
def add_worker_name_constraint_by_week(
self, names: Iterable[str], weeks: Iterable[int], shifts
):
self.constraint_options["avoid_shifts_by_worker_names"].append(
{"names": names, "weeks": weeks, "shifts": shifts}
)
def add_grade_constraint_by_week( def add_grade_constraint_by_week(
self, grades: Iterable[int], weeks: Iterable[int], shifts self, grades: Iterable[int], weeks: Iterable[int], shifts
): ):
@@ -0,0 +1,196 @@
import datetime
import pytest
from rota.shifts import InvalidShift, NoWorkers, RotaBuilder, SingleShift, days
from rota.workers import Worker
import itertools
def generate_basic_rota(weeks_to_rota=9):
start_date = datetime.date(2022, 3, 7)
Rota = RotaBuilder(
start_date,
weeks_to_rota=weeks_to_rota,
)
# Add a few workers
Rota.add_workers(
[
Worker(name="worker1", site="group1", grade=1),
Worker(name="worker2", site="group1", grade=2),
Worker(name="worker3", site="group1", grade=3),
]
)
return Rota
def date_generator(from_date, days):
n = 0
while True:
yield from_date
n = n + 1
if n >= days:
break
from_date = from_date + datetime.timedelta(days=1)
class TestWorkerRequests:
def test_avoid_worker_constraint(self):
Rota = generate_basic_rota()
Rota.add_shifts(
SingleShift(
sites=("group1",), name="a", length= 12.5, days=days,
workers_required=2,
force_as_block=False,
),
)
Rota.add_worker_name_constraint_by_week(["worker1"], [1,2,3], ["a"])
Rota.add_worker_name_constraint_by_week(["worker2"], [4,5,6], ["a"])
Rota.add_worker_name_constraint_by_week(["worker3"], [7,8,9], ["a"])
Rota.build_and_solve(options={"ratio": 0.000})
Rota.export_rota_to_html("avoid_grade_constraint")
shift_summary = Rota.get_shift_summary_dict()
for worker_name in shift_summary:
worker_shifts = shift_summary[worker_name]
worker = Rota.get_worker_by_name(worker_name)
shift_string = Rota.get_worker_shift_list_string(worker)
match worker_name:
case "worker1":
assert shift_string.startswith("-"*21)
case "worker2":
assert shift_string.startswith(21*"a"+"-"*21)
case "worker3":
assert shift_string.endswith("-"*21)
def test_avoid_worker_constraint_invalid_shift(self):
Rota = generate_basic_rota()
Rota.add_shifts(
SingleShift(
sites=("group1",), name="a", length= 12.5, days=days,
workers_required=1,
force_as_block=False,
),
)
with pytest.raises(InvalidShift):
Rota.add_worker_name_constraint_by_week(["worker1"], [1,2,3], ["b"])
Rota.build_and_solve(options={"ratio": 0.000})
Rota.add_shifts(
SingleShift(
sites=("group1",), name="b", length= 12.5, days=days,
workers_required=1,
force_as_block=False,
),
)
Rota.add_worker_name_constraint_by_week([1], [1,2,3], ["b"])
Rota.build_and_solve(options={"ratio": 0.000})
assert Rota.results.solver.status == "ok"
# TODO: implement check for invalid workers
## def test_avoid_grade_constraint_invalid_worker(self):
## Rota = generate_basic_rota()
##
## Rota.add_shifts(
## SingleShift(
## sites=("group1",), name="a", length= 12.5, days=days,
## workers_required=2,
## force_as_block=False,
## ),
## )
## with pytest.raises(ValueError):
##
## Rota.add_worker_name_constraint_by_week([4], [1,2,3], ["a"])
## Rota.build_and_solve(options={"ratio": 0.000})
##
## Rota.add_worker(
## Worker(name="worker4", site="group1", grade=4),
## )
##
##
## Rota.add_worker_name_constraint_by_week([4], [1,2,3], ["a"])
## Rota.build_and_solve(options={"ratio": 0.000})
## assert Rota.results.solver.status == "ok"
def test_avoid_worker_constraint_multiple_workers(self):
Rota = generate_basic_rota()
Rota.add_shifts(
SingleShift(
sites=("group1",), name="a", length= 12.5, days=days,
workers_required=1,
force_as_block=False,
),
)
Rota.add_worker_name_constraint_by_week(["worker1", "worker2"], [1,2,3], ["a"])
Rota.build_and_solve(options={"ratio": 0.000})
assert Rota.results.solver.status == "ok"
Rota.add_worker_name_constraint_by_week(["worker3"], [1,2,3], ["a"])
Rota.build_and_solve(options={"ratio": 0.000})
assert Rota.results.solver.status == "warning"
def test_avoid_worker_constraint_multiple_shifts(self):
Rota = generate_basic_rota()
Rota.add_shifts(
SingleShift(
sites=("group1",), name="a", length= 12.5, days=days,
workers_required=1,
force_as_block=False,
),
SingleShift(
sites=("group1",), name="b", length= 12.5, days=days,
workers_required=1,
force_as_block=False,
),
)
Rota.add_worker_name_constraint_by_week(["worker1"], [1,2,3], ["a", "b"])
Rota.add_worker_name_constraint_by_week(["worker2"], [4,5,6], ["a", "b"])
Rota.add_worker_name_constraint_by_week(["worker3"], [7,8,9], ["a", "b"])
Rota.build_and_solve(options={"ratio": 0.000})
Rota.export_rota_to_html("avoid_grade_constraint")
shift_summary = Rota.get_shift_summary_dict()
for worker_name in shift_summary:
worker_shifts = shift_summary[worker_name]
worker = Rota.get_worker_by_name(worker_name)
shift_string = Rota.get_worker_shift_list_string(worker)
match worker_name:
case "worker1":
assert shift_string.startswith("-"*21)
case "worker2":
assert "-"*21 in shift_string # hacky
case "worker3":
assert shift_string.endswith("-"*21)
Rota.add_worker_name_constraint_by_week(["worker2"], [7,8,9], ["a"])
Rota.build_and_solve(options={"ratio": 0.000})
assert Rota.results.solver.status == "ok"
Rota.add_worker_name_constraint_by_week(["worker1"], [7,8,9], ["a"])
Rota.build_and_solve(options={"ratio": 0.000})
assert Rota.results.solver.status == "warning"