Add constraints for maximum days and unique shifts per week block in worker model

This commit is contained in:
Ross
2026-05-19 21:23:09 +01:00
parent a071b1b027
commit dee80ed4fa
5 changed files with 192 additions and 4 deletions
+78
View File
@@ -1055,6 +1055,35 @@ class RotaBuilder(object):
initialize=0,
)
# Helper binary variables for per-worker unique-shift block limits.
# Index is (worker_id, block_length, block_start_week, shift_name).
unique_shift_block_indices = []
for worker in self.workers:
for constraint in worker.max_unique_shifts_per_week_block:
for week_blocks in self.get_week_block_iterator(constraint.week_block):
if not week_blocks:
continue
block_start_week = week_blocks[0]
for shift_name in self.get_shift_names():
if any(
shift_name in self.get_shift_names_by_week_day(
week,
day,
return_empty_if_week_day_not_found=True,
)
for week in week_blocks
for day in days
):
unique_shift_block_indices.append(
(worker.id, constraint.week_block, block_start_week, shift_name)
)
self.model.worker_shift_used_in_week_block = Var(
unique_shift_block_indices,
within=Binary,
initialize=0,
)
if self.constraint_options_model.balance_bank_holidays:
# Bank holidays
self.model.bank_holiday_count = Var(
@@ -2374,6 +2403,55 @@ class RotaBuilder(object):
<= max_days
)
for constraint in worker.max_days_per_week_block:
for week_blocks in self.get_week_block_iterator(constraint.week_block):
self.model.constraints.add(
sum(
self.model.works_day[worker.id, week, day]
for week, day in self.get_week_day_combinations()
if week in week_blocks
)
<= constraint.max_days
)
for constraint in worker.max_unique_shifts_per_week_block:
for week_blocks in self.get_week_block_iterator(constraint.week_block):
if not week_blocks:
continue
block_start_week = week_blocks[0]
used_shift_vars = []
for shift_name in self.get_shift_names():
shift_assignments = [
self.model.works[worker.id, week, day, shift_name]
for week, day in self.get_week_day_combinations()
if week in week_blocks
and shift_name in self.get_shift_names_by_week_day(
week,
day,
return_empty_if_week_day_not_found=True,
)
]
if not shift_assignments:
continue
used_shift_var = self.model.worker_shift_used_in_week_block[
worker.id,
constraint.week_block,
block_start_week,
shift_name,
]
used_shift_vars.append(used_shift_var)
self.model.constraints.add(
sum(shift_assignments)
<= len(shift_assignments) * used_shift_var
)
if used_shift_vars:
self.model.constraints.add(
sum(used_shift_vars) <= constraint.max_unique_shifts
)
for week_blocks in self.get_week_block_iterator(4):
# Prevent more than n number shifts per 4 weeks
try:
+28
View File
@@ -135,6 +135,32 @@ class AvoidShiftOnDates(BaseModel):
raise ValueError(f"Cannot parse date: {v}")
class MaxDaysPerWeekBlockConstraint(BaseModel):
max_days: int = Field(
...,
ge=1,
description="Maximum number of worked days allowed inside each sliding week block.",
)
week_block: int = Field(
...,
ge=1,
description="Length of the sliding week block (for example, 2 means every consecutive 2-week window).",
)
class MaxUniqueShiftsPerWeekBlockConstraint(BaseModel):
max_unique_shifts: int = Field(
...,
ge=1,
description="Maximum number of distinct shift names allowed inside each sliding week block.",
)
week_block: int = Field(
...,
ge=1,
description="Length of the sliding week block (for example, 2 means every consecutive 2-week window).",
)
class Worker(BaseModel):
name: str
site: str
@@ -171,6 +197,8 @@ class Worker(BaseModel):
forced_assignments: List[tuple[int, str, str]] = [] # (week, day, shift_name)
forced_assignments_by_date: List[tuple[datetime.date, str]] = [] # (date, shift_name)
max_days_worked_per_week: int | None= None # Default: no limit, can be set to a specific number
max_days_per_week_block: list[MaxDaysPerWeekBlockConstraint] = []
max_unique_shifts_per_week_block: list[MaxUniqueShiftsPerWeekBlockConstraint] = []
assign_as_block_preferences: dict[str, float] = {} # shift_name -> weight (positive = prefer block)