dcs-retribution/game/commander/objectivefinder.py
Dan Albert dda5955121 Improve DEAD mission prioritization.
This alters the DEAD task planning to be the *least* preferred task, but
prevents other tasks from being planned unless they are excepted to be
clear of air defenses first. Even so, missions are a guaranteed success
so those other missions will still get SEAD escorts if there's potential
for a SAM in the area.

This means that air defenses that are not protecting a more useful
target (like a convoy, armor column, building, etc) will no longer be
considered by the mission planner. This isn't *quite* right since we
currently only check the target area for air defenses rather than the
entire flight plan, so there's a chance that we ignore IADS that have
threatened ingress points (though that's mostly solved by the flight
plan layout).

This also is still slightly limited because it's not checking for
aircraft availability at this stage yet, so we may aggressively plan
missions that we should be skipping unless we can guarantee that the
DEAD mission was planned. However, that's not new behavior.
2021-07-12 13:02:23 -07:00

275 lines
10 KiB
Python

from __future__ import annotations
import math
import operator
from collections import Iterator, Iterable
from typing import TypeVar, TYPE_CHECKING, Any
from game.theater import (
ControlPoint,
OffMapSpawn,
TheaterGroundObject,
MissionTarget,
Fob,
FrontLine,
Airfield,
)
from game.theater.theatergroundobject import (
EwrGroundObject,
SamGroundObject,
VehicleGroupGroundObject,
NavalGroundObject,
BuildingGroundObject,
IadsGroundObject,
)
from game.transfers import CargoShip, Convoy
from game.utils import meters, nautical_miles, Distance
from gen.flights.closestairfields import ObjectiveDistanceCache, ClosestAirfields
if TYPE_CHECKING:
from game import Game
MissionTargetType = TypeVar("MissionTargetType", bound=MissionTarget)
class ObjectiveFinder:
"""Identifies potential objectives for the mission planner."""
# TODO: Merge into doctrine.
AIRFIELD_THREAT_RANGE = nautical_miles(150)
SAM_THREAT_RANGE = nautical_miles(100)
def __init__(self, game: Game, is_player: bool) -> None:
self.game = game
self.is_player = is_player
def enemy_air_defenses(self) -> Iterator[IadsGroundObject]:
"""Iterates over all enemy SAM sites."""
for cp in self.enemy_control_points():
for ground_object in cp.ground_objects:
if ground_object.is_dead:
continue
if isinstance(ground_object, IadsGroundObject):
yield ground_object
def enemy_vehicle_groups(self) -> Iterator[VehicleGroupGroundObject]:
"""Iterates over all enemy vehicle groups."""
for cp in self.enemy_control_points():
for ground_object in cp.ground_objects:
if not isinstance(ground_object, VehicleGroupGroundObject):
continue
if ground_object.is_dead:
continue
yield ground_object
def threatening_vehicle_groups(self) -> Iterator[VehicleGroupGroundObject]:
"""Iterates over enemy vehicle groups near friendly control points.
Groups are sorted by their closest proximity to any friendly control
point (airfield or fleet).
"""
return self._targets_by_range(self.enemy_vehicle_groups())
def enemy_ships(self) -> Iterator[NavalGroundObject]:
for cp in self.enemy_control_points():
for ground_object in cp.ground_objects:
if not isinstance(ground_object, NavalGroundObject):
continue
if ground_object.is_dead:
continue
yield ground_object
def threatening_ships(self) -> Iterator[NavalGroundObject]:
"""Iterates over enemy ships near friendly control points.
Groups are sorted by their closest proximity to any friendly control
point (airfield or fleet).
"""
return self._targets_by_range(self.enemy_ships())
def _targets_by_range(
self, targets: Iterable[MissionTargetType]
) -> Iterator[MissionTargetType]:
target_ranges: list[tuple[MissionTargetType, float]] = []
for target in targets:
ranges: list[float] = []
for cp in self.friendly_control_points():
ranges.append(target.distance_to(cp))
target_ranges.append((target, min(ranges)))
target_ranges = sorted(target_ranges, key=operator.itemgetter(1))
for target, _range in target_ranges:
yield target
def strike_targets(self) -> Iterator[TheaterGroundObject[Any]]:
"""Iterates over enemy strike targets.
Targets are sorted by their closest proximity to any friendly control
point (airfield or fleet).
"""
targets: list[tuple[TheaterGroundObject[Any], float]] = []
# Building objectives are made of several individual TGOs (one per
# building).
found_targets: set[str] = set()
for enemy_cp in self.enemy_control_points():
for ground_object in enemy_cp.ground_objects:
# TODO: Reuse ground_object.mission_types.
# The mission types for ground objects are currently not
# accurate because we include things like strike and BAI for all
# targets since they have different planning behavior (waypoint
# generation is better for players with strike when the targets
# are stationary, AI behavior against weaker air defenses is
# better with BAI), so that's not a useful filter. Once we have
# better control over planning profiles and target dependent
# loadouts we can clean this up.
if isinstance(ground_object, VehicleGroupGroundObject):
# BAI target, not strike target.
continue
if isinstance(ground_object, NavalGroundObject):
# Anti-ship target, not strike target.
continue
if isinstance(ground_object, SamGroundObject):
# SAMs are targeted by DEAD. No need to double plan.
continue
is_building = isinstance(ground_object, BuildingGroundObject)
is_fob = isinstance(enemy_cp, Fob)
if is_building and is_fob and ground_object.is_control_point:
# This is the FOB structure itself. Can't be repaired or
# targeted by the player, so shouldn't be targetable by the
# AI.
continue
if ground_object.is_dead:
continue
if ground_object.name in found_targets:
continue
ranges: list[float] = []
for friendly_cp in self.friendly_control_points():
ranges.append(ground_object.distance_to(friendly_cp))
targets.append((ground_object, min(ranges)))
found_targets.add(ground_object.name)
targets = sorted(targets, key=operator.itemgetter(1))
for target, _range in targets:
yield target
def front_lines(self) -> Iterator[FrontLine]:
"""Iterates over all active front lines in the theater."""
yield from self.game.theater.conflicts()
def vulnerable_control_points(self) -> Iterator[ControlPoint]:
"""Iterates over friendly CPs that are vulnerable to enemy CPs.
Vulnerability is defined as any enemy CP within threat range of of the
CP.
"""
for cp in self.friendly_control_points():
if isinstance(cp, OffMapSpawn):
# Off-map spawn locations don't need protection.
continue
airfields_in_proximity = self.closest_airfields_to(cp)
airfields_in_threat_range = (
airfields_in_proximity.operational_airfields_within(
self.AIRFIELD_THREAT_RANGE
)
)
for airfield in airfields_in_threat_range:
if not airfield.is_friendly(self.is_player):
yield cp
break
def oca_targets(self, min_aircraft: int) -> Iterator[ControlPoint]:
airfields = []
for control_point in self.enemy_control_points():
if not isinstance(control_point, Airfield):
continue
if control_point.base.total_aircraft >= min_aircraft:
airfields.append(control_point)
return self._targets_by_range(airfields)
def convoys(self) -> Iterator[Convoy]:
for front_line in self.front_lines():
yield from self.game.transfers.convoys.travelling_to(
front_line.control_point_hostile_to(self.is_player)
)
def cargo_ships(self) -> Iterator[CargoShip]:
for front_line in self.front_lines():
yield from self.game.transfers.cargo_ships.travelling_to(
front_line.control_point_hostile_to(self.is_player)
)
def friendly_control_points(self) -> Iterator[ControlPoint]:
"""Iterates over all friendly control points."""
return (
c for c in self.game.theater.controlpoints if c.is_friendly(self.is_player)
)
def farthest_friendly_control_point(self) -> ControlPoint:
"""Finds the friendly control point that is farthest from any threats."""
threat_zones = self.game.threat_zone_for(not self.is_player)
farthest = None
max_distance = meters(0)
for cp in self.friendly_control_points():
if isinstance(cp, OffMapSpawn):
continue
distance = threat_zones.distance_to_threat(cp.position)
if distance > max_distance:
farthest = cp
max_distance = distance
if farthest is None:
raise RuntimeError("Found no friendly control points. You probably lost.")
return farthest
def closest_friendly_control_point(self) -> ControlPoint:
"""Finds the friendly control point that is closest to any threats."""
threat_zones = self.game.threat_zone_for(not self.is_player)
closest = None
min_distance = meters(math.inf)
for cp in self.friendly_control_points():
if isinstance(cp, OffMapSpawn):
continue
distance = threat_zones.distance_to_threat(cp.position)
if distance < min_distance:
closest = cp
min_distance = distance
if closest is None:
raise RuntimeError("Found no friendly control points. You probably lost.")
return closest
def enemy_control_points(self) -> Iterator[ControlPoint]:
"""Iterates over all enemy control points."""
return (
c
for c in self.game.theater.controlpoints
if not c.is_friendly(self.is_player)
)
def all_possible_targets(self) -> Iterator[MissionTarget]:
"""Iterates over all possible mission targets in the theater.
Valid mission targets are control points (airfields and carriers), front
lines, and ground objects (SAM sites, factories, resource extraction
sites, etc).
"""
for cp in self.game.theater.controlpoints:
yield cp
yield from cp.ground_objects
yield from self.front_lines()
@staticmethod
def closest_airfields_to(location: MissionTarget) -> ClosestAirfields:
"""Returns the closest airfields to the given location."""
return ObjectiveDistanceCache.get_closest_airfields(location)