import pytest from rota_generator.shifts import NoWorkers, RotaBuilder, SingleShift, days import datetime from rota_generator.workers import Worker def weeks_from_list(lst): """Yield successive n-sized chunks from a lst.""" for i in range(0, len(lst), 7): yield lst[i : i + 7] def setup_rota(weeks_to_rota=10, start_date=None): if start_date is None: start_date = datetime.date(2022, 3, 7) return RotaBuilder(start_date, weeks_to_rota=weeks_to_rota) def test_nwd(): Rota = setup_rota() worker1 = Worker(name="worker1", site="group1", grade=1, nwds=[{"day": "Mon"}]) worker2 = Worker(name="worker2", site="group1", grade=1, nwds=[{"day": "Fri"}]) Rota.add_workers((worker1, worker2)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], workers_required=1, ), SingleShift( sites=("group1",), name="w", length=12.5, days=days[5:], workers_required=2, ), ) Rota.build_and_solve(options={"ratio": 0.10}) Rota.export_rota_to_html("nwd1", folder="tests") assert Rota.results.solver.status == "ok" assert Rota.results.solver.termination_condition == "optimal" for worker in Rota.workers: shifts = Rota.get_worker_shift_list(worker) shifts_string = "".join([i if i != "" else "-" for i in shifts]) if worker.name == "worker1": assert "wwd" not in shifts_string if worker.name == "worker2": assert "dww" not in shifts_string def test_nwd_simple_fail(): Rota = setup_rota() worker1 = Worker(name="worker1", site="group1", grade=1, nwds=[{"day": "Mon"}]) worker2 = Worker(name="worker2", site="group1", grade=1, nwds=[{"day": "Mon"}]) Rota.add_workers((worker1, worker2)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], balance_offset=10, workers_required=1, ), ) Rota.build_and_solve(options={"ratio": 0.00}) Rota.export_rota_to_html("nwd", folder="tests") assert Rota.results.solver.status in ("warning", "error") def test_nwd_partial_rota(): Rota = setup_rota() start_date = Rota.start_date d = start_date + datetime.timedelta(weeks=5) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": start_date, "end_date": d}], ) worker2 = Worker( name="worker2", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": d, "end_date": Rota.rota_end_date}], ) Rota.add_workers((worker1, worker2)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], balance_offset=10, workers_required=1, ), ) Rota.build_and_solve(options={"ratio": 0.00}) Rota.export_rota_to_html("nwd", folder="tests") assert Rota.results.solver.status == "ok" for worker in Rota.workers: shifts = Rota.get_worker_shift_list(worker) shifts_string = "".join([i if i != "" else "-" for i in shifts]) if worker.name == "worker1": for n in range(0, 4): assert shifts_string[0 + 7 * n] == "-" if worker.name == "worker2": for n in range(5, 9): assert shifts_string[0 + 7 * n] == "-" def test_nwd_partial_overlay(): Rota = setup_rota() start_date = Rota.start_date d = start_date + datetime.timedelta(weeks=5) d2 = start_date + datetime.timedelta(weeks=6) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": start_date, "end_date": d2}], ) worker2 = Worker( name="worker2", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": d, "end_date": Rota.rota_end_date}], ) Rota.add_workers((worker1, worker2)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], balance_offset=10, workers_required=1, ), ) Rota.build_and_solve(options={"ratio": 0.00}) assert Rota.results.solver.status in ("warning", "error") def test_nwd_force_as_block(): Rota = setup_rota() start_date = Rota.start_date d = start_date + datetime.timedelta(weeks=4) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": start_date, "end_date": d}], ) worker2 = Worker(name="worker2", site="group1", grade=1) worker3 = Worker(name="worker3", site="group1", grade=1) worker4 = Worker(name="worker4", site="group1", grade=1) Rota.add_workers((worker1, worker2, worker3, worker4)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], balance_offset=10, workers_required=2, force_as_block_unless_nwd=True, assign_as_block=True, ), ) Rota.build_and_solve(options={"ratio": 0.00}) Rota.export_rota_to_html("nwd", folder="tests") assert Rota.results.solver.status == "ok" for worker in Rota.workers: shifts = Rota.get_worker_shift_list(worker) shifts_string = "".join([i if i != "" else "-" for i in shifts]) for week in weeks_from_list(shifts_string): assert week in ("-------", "ddddd--") assert shifts_string.count("d") == 25 def test_nwd_force_as_block_force_split(): Rota = setup_rota() start_date = Rota.start_date d = start_date + datetime.timedelta(weeks=5) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[{"day": "Mon", "start_date": start_date, "end_date": d}], ) worker2 = Worker(name="worker2", site="group1", grade=1) worker3 = Worker(name="worker3", site="group1", grade=1) worker4 = Worker(name="worker4", site="group1", grade=1) Rota.add_workers((worker1, worker2, worker3, worker4)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], workers_required=2, force_as_block_unless_nwd=True, assign_as_block=True, ), SingleShift( sites=("group1",), name="w", length=12.5, days=days[5:], workers_required=4, force_as_block_unless_nwd=True, assign_as_block=True, ), ) Rota.build_and_solve(options={"ratio": 0.00}) Rota.export_rota_to_html("nwd_block_force_split", folder="tests") assert Rota.results.solver.status == "ok" for worker in Rota.workers: shifts = Rota.get_worker_shift_list(worker) shifts_string = "".join([i if i != "" else "-" for i in shifts]) for week in weeks_from_list(shifts_string[7 * 6 :]): assert week in ("-----ww", "dddddww") if worker.name == "worker1": assert shifts_string[: 7 * 5].count("ww-") == 4 assert shifts_string.count("d") == 25 assert shifts_string.count("w") == 20 def test_nwd_testing(): Rota = setup_rota() start_date = Rota.start_date d = start_date + datetime.timedelta(weeks=5) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[ {"day": "Mon", "start_date": d, "end_date": Rota.rota_end_date}, {"day": "Tue", "start_date": d, "end_date": Rota.rota_end_date}, {"day": "Wed", "start_date": d, "end_date": Rota.rota_end_date}, {"day": "Thu", "start_date": d, "end_date": Rota.rota_end_date}, {"day": "Fri", "start_date": d, "end_date": Rota.rota_end_date}, ], ) worker2 = Worker(name="worker2", site="group1", grade=1) Rota.add_workers((worker1, worker2)) Rota.add_shifts( SingleShift( sites=("group1",), name="d", length=12.5, days=days[:5], balance_offset=10, workers_required=1, force_as_block_unless_nwd=True, assign_as_block=True, ), SingleShift( sites=("group1",), name="w", length=12.5, days=days[5:], balance_offset=10, workers_required=2, force_as_block_unless_nwd=True, assign_as_block=True, ), ) Rota.build_and_solve(options={"ratio": 0.00}) Rota.export_rota_to_html("nwd", folder="tests") assert Rota.results.solver.status == "ok" for worker in Rota.workers: shifts = Rota.get_worker_shift_list(worker) shifts_string = "".join([i if i != "" else "-" for i in shifts]) for week in weeks_from_list(shifts_string[7 * 5 :]): if worker.name == "worker1": assert week == "-----ww" else: assert week == "dddddww" for week in weeks_from_list(shifts_string[: 7 * 5]): if worker.name == "worker1": assert week == "dddddww" else: assert week == "-----ww" def test_force_as_block_unless_nwd_with_subblocks(): # Test that a Fri/Sat/Sun shift can be split into Fri and Sat/Sun blocks # if a worker does not work on Fridays. Rota = setup_rota(weeks_to_rota=2) start_date = Rota.start_date # worker1 does not work on Fridays (Fri is NWD) worker1 = Worker( name="worker1", site="group1", grade=1, nwds=[{"day": "Fri", "start_date": start_date, "end_date": start_date + datetime.timedelta(weeks=2)}], ) # worker2 works normally worker2 = Worker(name="worker2", site="group1", grade=1) Rota.add_workers((worker1, worker2)) # Fri/Sat/Sun shift, requiring 1 worker, forced as block unless NWD # We specify sub-blocks: [["Fri"], ["Sat", "Sun"]] Rota.add_shifts( SingleShift( sites=("group1",), name="weekend", length=12.5, days=["Fri", "Sat", "Sun"], workers_required=1, force_as_block_unless_nwd=[["Fri"], ["Sat", "Sun"]], ), ) # We remove no valid shifts warning Rota.terminate_on_warning.remove("Worker/no valid shifts") Rota.build_and_solve() assert Rota.results.solver.status == "ok" # Check assignments: # Since worker1 has NWD on Friday: # - worker1 cannot work Friday. # - But worker1 can work Sat and Sun as a block! # So on Saturday and Sunday, worker1 should be assigned. # On Friday, worker2 should be assigned. for week in Rota.weeks: w1_fri = Rota.model.works[worker1.id, week, "Fri", "weekend"].value w1_sat = Rota.model.works[worker1.id, week, "Sat", "weekend"].value w1_sun = Rota.model.works[worker1.id, week, "Sun", "weekend"].value w2_fri = Rota.model.works[worker2.id, week, "Fri", "weekend"].value w2_sat = Rota.model.works[worker2.id, week, "Sat", "weekend"].value w2_sun = Rota.model.works[worker2.id, week, "Sun", "weekend"].value assert w1_fri == 0 # Either worker1 works Sat/Sun and worker2 works Fri (split block) # OR worker2 works Fri/Sat/Sun (full block) and worker1 works nothing is_split = (w1_sat == 1 and w1_sun == 1 and w2_fri == 1 and w2_sat == 0 and w2_sun == 0) is_full_w2 = (w1_sat == 0 and w1_sun == 0 and w2_fri == 1 and w2_sat == 1 and w2_sun == 1) assert is_split or is_full_w2