mirror of
https://github.com/MarioSpore/Grinch-AP.git
synced 2025-10-21 20:21:32 -06:00
283 lines
12 KiB
Python
283 lines
12 KiB
Python
|
from __future__ import annotations
|
||
|
|
|
||
|
|
import heapq
|
||
|
|
from collections import deque
|
||
|
|
from dataclasses import dataclass
|
||
|
|
from functools import cached_property
|
||
|
|
from typing import Deque, Dict, FrozenSet, Iterable, List, Optional, Set, Tuple
|
||
|
|
|
||
|
|
from .pixel_map import PixelMap
|
||
|
|
from .player import Player, Race
|
||
|
|
from .position import Point2, Rect, Size
|
||
|
|
|
||
|
|
|
||
|
|
@dataclass
|
||
|
|
class Ramp:
|
||
|
|
points: FrozenSet[Point2]
|
||
|
|
game_info: GameInfo
|
||
|
|
|
||
|
|
@property
|
||
|
|
def x_offset(self) -> float:
|
||
|
|
# Tested by printing actual building locations vs calculated depot positions
|
||
|
|
return 0.5
|
||
|
|
|
||
|
|
@property
|
||
|
|
def y_offset(self) -> float:
|
||
|
|
# Tested by printing actual building locations vs calculated depot positions
|
||
|
|
return 0.5
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def _height_map(self):
|
||
|
|
return self.game_info.terrain_height
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def size(self) -> int:
|
||
|
|
return len(self.points)
|
||
|
|
|
||
|
|
def height_at(self, p: Point2) -> int:
|
||
|
|
return self._height_map[p]
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def upper(self) -> FrozenSet[Point2]:
|
||
|
|
""" Returns the upper points of a ramp. """
|
||
|
|
current_max = -10000
|
||
|
|
result = set()
|
||
|
|
for p in self.points:
|
||
|
|
height = self.height_at(p)
|
||
|
|
if height > current_max:
|
||
|
|
current_max = height
|
||
|
|
result = {p}
|
||
|
|
elif height == current_max:
|
||
|
|
result.add(p)
|
||
|
|
return frozenset(result)
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def upper2_for_ramp_wall(self) -> FrozenSet[Point2]:
|
||
|
|
""" Returns the 2 upper ramp points of the main base ramp required for the supply depot and barracks placement properties used in this file. """
|
||
|
|
# From bottom center, find 2 points that are furthest away (within the same ramp)
|
||
|
|
return frozenset(heapq.nlargest(2, self.upper, key=lambda x: x.distance_to_point2(self.bottom_center)))
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def top_center(self) -> Point2:
|
||
|
|
length = len(self.upper)
|
||
|
|
pos = Point2((sum(p.x for p in self.upper) / length, sum(p.y for p in self.upper) / length))
|
||
|
|
return pos
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def lower(self) -> FrozenSet[Point2]:
|
||
|
|
current_min = 10000
|
||
|
|
result = set()
|
||
|
|
for p in self.points:
|
||
|
|
height = self.height_at(p)
|
||
|
|
if height < current_min:
|
||
|
|
current_min = height
|
||
|
|
result = {p}
|
||
|
|
elif height == current_min:
|
||
|
|
result.add(p)
|
||
|
|
return frozenset(result)
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def bottom_center(self) -> Point2:
|
||
|
|
length = len(self.lower)
|
||
|
|
pos = Point2((sum(p.x for p in self.lower) / length, sum(p.y for p in self.lower) / length))
|
||
|
|
return pos
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def barracks_in_middle(self) -> Optional[Point2]:
|
||
|
|
""" Barracks position in the middle of the 2 depots """
|
||
|
|
if len(self.upper) not in {2, 5}:
|
||
|
|
return None
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
points = set(self.upper2_for_ramp_wall)
|
||
|
|
p1 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
p2 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
# Offset from top point to barracks center is (2, 1)
|
||
|
|
intersects = p1.circle_intersection(p2, 5**0.5)
|
||
|
|
any_lower_point = next(iter(self.lower))
|
||
|
|
return max(intersects, key=lambda p: p.distance_to_point2(any_lower_point))
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def depot_in_middle(self) -> Optional[Point2]:
|
||
|
|
""" Depot in the middle of the 3 depots """
|
||
|
|
if len(self.upper) not in {2, 5}:
|
||
|
|
return None
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
points = set(self.upper2_for_ramp_wall)
|
||
|
|
p1 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
p2 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
# Offset from top point to depot center is (1.5, 0.5)
|
||
|
|
try:
|
||
|
|
intersects = p1.circle_intersection(p2, 2.5**0.5)
|
||
|
|
except AssertionError:
|
||
|
|
# Returns None when no placement was found, this is the case on the map Honorgrounds LE with an exceptionally large main base ramp
|
||
|
|
return None
|
||
|
|
any_lower_point = next(iter(self.lower))
|
||
|
|
return max(intersects, key=lambda p: p.distance_to_point2(any_lower_point))
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def corner_depots(self) -> FrozenSet[Point2]:
|
||
|
|
""" Finds the 2 depot positions on the outside """
|
||
|
|
if not self.upper2_for_ramp_wall:
|
||
|
|
return frozenset()
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
points = set(self.upper2_for_ramp_wall)
|
||
|
|
p1 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
p2 = points.pop().offset((self.x_offset, self.y_offset))
|
||
|
|
center = p1.towards(p2, p1.distance_to_point2(p2) / 2)
|
||
|
|
depot_position = self.depot_in_middle
|
||
|
|
if depot_position is None:
|
||
|
|
return frozenset()
|
||
|
|
# Offset from middle depot to corner depots is (2, 1)
|
||
|
|
intersects = center.circle_intersection(depot_position, 5**0.5)
|
||
|
|
return intersects
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def barracks_can_fit_addon(self) -> bool:
|
||
|
|
""" Test if a barracks can fit an addon at natural ramp """
|
||
|
|
# https://i.imgur.com/4b2cXHZ.png
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
return self.barracks_in_middle.x + 1 > max(self.corner_depots, key=lambda depot: depot.x).x
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def barracks_correct_placement(self) -> Optional[Point2]:
|
||
|
|
""" Corrected placement so that an addon can fit """
|
||
|
|
if self.barracks_in_middle is None:
|
||
|
|
return None
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
if self.barracks_can_fit_addon:
|
||
|
|
return self.barracks_in_middle
|
||
|
|
return self.barracks_in_middle.offset((-2, 0))
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def protoss_wall_pylon(self) -> Optional[Point2]:
|
||
|
|
"""
|
||
|
|
Pylon position that powers the two wall buildings and the warpin position.
|
||
|
|
"""
|
||
|
|
if len(self.upper) not in {2, 5}:
|
||
|
|
return None
|
||
|
|
if len(self.upper2_for_ramp_wall) != 2:
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
middle = self.depot_in_middle
|
||
|
|
# direction up the ramp
|
||
|
|
direction = self.barracks_in_middle.negative_offset(middle)
|
||
|
|
return middle + 6 * direction
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def protoss_wall_buildings(self) -> FrozenSet[Point2]:
|
||
|
|
"""
|
||
|
|
List of two positions for 3x3 buildings that form a wall with a spot for a one unit block.
|
||
|
|
These buildings can be powered by a pylon on the protoss_wall_pylon position.
|
||
|
|
"""
|
||
|
|
if len(self.upper) not in {2, 5}:
|
||
|
|
return frozenset()
|
||
|
|
if len(self.upper2_for_ramp_wall) == 2:
|
||
|
|
middle = self.depot_in_middle
|
||
|
|
# direction up the ramp
|
||
|
|
direction = self.barracks_in_middle.negative_offset(middle)
|
||
|
|
# sort depots based on distance to start to get wallin orientation
|
||
|
|
sorted_depots = sorted(
|
||
|
|
self.corner_depots, key=lambda depot: depot.distance_to(self.game_info.player_start_location)
|
||
|
|
)
|
||
|
|
wall1: Point2 = sorted_depots[1].offset(direction)
|
||
|
|
wall2 = middle + direction + (middle - wall1) / 1.5
|
||
|
|
return frozenset([wall1, wall2])
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
|
||
|
|
@cached_property
|
||
|
|
def protoss_wall_warpin(self) -> Optional[Point2]:
|
||
|
|
"""
|
||
|
|
Position for a unit to block the wall created by protoss_wall_buildings.
|
||
|
|
Powered by protoss_wall_pylon.
|
||
|
|
"""
|
||
|
|
if len(self.upper) not in {2, 5}:
|
||
|
|
return None
|
||
|
|
if len(self.upper2_for_ramp_wall) != 2:
|
||
|
|
raise Exception("Not implemented. Trying to access a ramp that has a wrong amount of upper points.")
|
||
|
|
middle = self.depot_in_middle
|
||
|
|
# direction up the ramp
|
||
|
|
direction = self.barracks_in_middle.negative_offset(middle)
|
||
|
|
# sort depots based on distance to start to get wallin orientation
|
||
|
|
sorted_depots = sorted(self.corner_depots, key=lambda x: x.distance_to(self.game_info.player_start_location))
|
||
|
|
return sorted_depots[0].negative_offset(direction)
|
||
|
|
|
||
|
|
|
||
|
|
class GameInfo:
|
||
|
|
|
||
|
|
def __init__(self, proto):
|
||
|
|
self._proto = proto
|
||
|
|
self.players: List[Player] = [Player.from_proto(p) for p in self._proto.player_info]
|
||
|
|
self.map_name: str = self._proto.map_name
|
||
|
|
self.local_map_path: str = self._proto.local_map_path
|
||
|
|
self.map_size: Size = Size.from_proto(self._proto.start_raw.map_size)
|
||
|
|
|
||
|
|
# self.pathing_grid[point]: if 0, point is not pathable, if 1, point is pathable
|
||
|
|
self.pathing_grid: PixelMap = PixelMap(self._proto.start_raw.pathing_grid, in_bits=True)
|
||
|
|
# self.terrain_height[point]: returns the height in range of 0 to 255 at that point
|
||
|
|
self.terrain_height: PixelMap = PixelMap(self._proto.start_raw.terrain_height)
|
||
|
|
# self.placement_grid[point]: if 0, point is not placeable, if 1, point is pathable
|
||
|
|
self.placement_grid: PixelMap = PixelMap(self._proto.start_raw.placement_grid, in_bits=True)
|
||
|
|
self.playable_area = Rect.from_proto(self._proto.start_raw.playable_area)
|
||
|
|
self.map_center = self.playable_area.center
|
||
|
|
self.map_ramps: List[Ramp] = None # Filled later by BotAI._prepare_first_step
|
||
|
|
self.vision_blockers: FrozenSet[Point2] = None # Filled later by BotAI._prepare_first_step
|
||
|
|
self.player_races: Dict[int, Race] = {
|
||
|
|
p.player_id: p.race_actual or p.race_requested
|
||
|
|
for p in self._proto.player_info
|
||
|
|
}
|
||
|
|
self.start_locations: List[Point2] = [
|
||
|
|
Point2.from_proto(sl).round(decimals=1) for sl in self._proto.start_raw.start_locations
|
||
|
|
]
|
||
|
|
self.player_start_location: Point2 = None # Filled later by BotAI._prepare_first_step
|
||
|
|
|
||
|
|
def _find_groups(self, points: FrozenSet[Point2], minimum_points_per_group: int = 8) -> Iterable[FrozenSet[Point2]]:
|
||
|
|
"""
|
||
|
|
From a set of points, this function will try to group points together by
|
||
|
|
painting clusters of points in a rectangular map using flood fill algorithm.
|
||
|
|
Returns groups of points as list, like [{p1, p2, p3}, {p4, p5, p6, p7, p8}]
|
||
|
|
"""
|
||
|
|
# TODO do we actually need colors here? the ramps will never touch anyways.
|
||
|
|
NOT_COLORED_YET = -1
|
||
|
|
map_width = self.pathing_grid.width
|
||
|
|
map_height = self.pathing_grid.height
|
||
|
|
current_color: int = NOT_COLORED_YET
|
||
|
|
picture: List[List[int]] = [[-2 for _ in range(map_width)] for _ in range(map_height)]
|
||
|
|
|
||
|
|
def paint(pt: Point2) -> None:
|
||
|
|
picture[pt.y][pt.x] = current_color
|
||
|
|
|
||
|
|
nearby: List[Tuple[int, int]] = [(a, b) for a in [-1, 0, 1] for b in [-1, 0, 1] if a != 0 or b != 0]
|
||
|
|
|
||
|
|
remaining: Set[Point2] = set(points)
|
||
|
|
for point in remaining:
|
||
|
|
paint(point)
|
||
|
|
current_color = 1
|
||
|
|
queue: Deque[Point2] = deque()
|
||
|
|
while remaining:
|
||
|
|
current_group: Set[Point2] = set()
|
||
|
|
if not queue:
|
||
|
|
start = remaining.pop()
|
||
|
|
paint(start)
|
||
|
|
queue.append(start)
|
||
|
|
current_group.add(start)
|
||
|
|
while queue:
|
||
|
|
base: Point2 = queue.popleft()
|
||
|
|
for offset in nearby:
|
||
|
|
px, py = base.x + offset[0], base.y + offset[1]
|
||
|
|
# Do we ever reach out of map bounds?
|
||
|
|
if not (0 <= px < map_width and 0 <= py < map_height):
|
||
|
|
continue
|
||
|
|
if picture[py][px] != NOT_COLORED_YET:
|
||
|
|
continue
|
||
|
|
point: Point2 = Point2((px, py))
|
||
|
|
remaining.discard(point)
|
||
|
|
paint(point)
|
||
|
|
queue.append(point)
|
||
|
|
current_group.add(point)
|
||
|
|
if len(current_group) >= minimum_points_per_group:
|
||
|
|
yield frozenset(current_group)
|