async def start(self, knowledge: 'Knowledge'):
await super().start(knowledge)
self.enabled = self.ai.opponent_id is not None
self.enable_write = self.knowledge.config["general"].getboolean("write_data")
self.file_name = DATA_FOLDER + os.sep + str(self.ai.opponent_id) + ".json"
self.updater = IntervalFunc(self.ai, lambda: self.real_update(), 1)
self.result = GameResult()
self.result.enemy_race = knowledge.enemy_race
if self.enabled:
self.result.game_started = datetime.now().isoformat()
my_file = Path(self.file_name)
if my_file.is_file():
try:
with open(self.file_name, 'r') as handle:
text = handle.read()
self.data = jsonpickle.decode(text)
except:
self.data = OpponentData()
self.data.enemy_id = self.ai.opponent_id
self.knowledge.print("Data read failed on game start.")
else:
self.data = OpponentData()
self.data.enemy_id = self.ai.opponent_id
async def start(self, knowledge: 'Knowledge'):
await super().start(knowledge)
self.enemy_predicter: EnemyArmyPredicter = knowledge.enemy_army_predicter
self.our_power = ExtendedPower(self.unit_values)
self.enemy_power: ExtendedPower = ExtendedPower(self.unit_values)
self.enemy_predict_power: ExtendedPower = ExtendedPower(
self.unit_values)
self.resource_updater = IntervalFunc(self.ai,
self.save_resources_status, 1)
self.resource_updater.execute()
def __init__(self, ai: sc2.BotAI, knowledge: 'Knowledge'):
self.ai = ai
self.knowledge = knowledge
self.cache: UnitCacheManager = self.knowledge.unit_cache
self.unit_values: 'UnitValue' = knowledge.unit_values
self.updater = IntervalFunc(ai, self.__real_update, 0.5)
grid:PixelMap = knowledge.ai._game_info.placement_grid
height = grid.height
width = grid.width
self.slots_w = int(math.ceil(width / SLOT_SIZE))
self.slots_h = int(math.ceil(height / SLOT_SIZE))
self.heat_areas: List[HeatArea] = []
for y in range(0, self.slots_h):
for x in range(0, self.slots_w):
x2 = min(x * SLOT_SIZE + SLOT_SIZE, width - 1)
y2 = min(y * SLOT_SIZE + SLOT_SIZE, height - 1)
self.heat_areas.append(HeatArea(ai, knowledge, x * SLOT_SIZE, y * SLOT_SIZE, x2, y2))
self.last_update = 0
self.last_quick_update = 0
class HeatMap:
def __init__(self, ai: sc2.BotAI, knowledge: 'Knowledge'):
self.ai = ai
self.knowledge = knowledge
self.cache: UnitCacheManager = self.knowledge.unit_cache
self.unit_values: 'UnitValue' = knowledge.unit_values
self.updater = IntervalFunc(ai, self.__real_update, 0.5)
grid:PixelMap = knowledge.ai._game_info.placement_grid
height = grid.height
width = grid.width
self.slots_w = int(math.ceil(width / SLOT_SIZE))
self.slots_h = int(math.ceil(height / SLOT_SIZE))
self.heat_areas: List[HeatArea] = []
for y in range(0, self.slots_h):
for x in range(0, self.slots_w):
x2 = min(x * SLOT_SIZE + SLOT_SIZE, width - 1)
y2 = min(y * SLOT_SIZE + SLOT_SIZE, height - 1)
self.heat_areas.append(HeatArea(ai, knowledge, x * SLOT_SIZE, y * SLOT_SIZE, x2, y2))
self.last_update = 0
self.last_quick_update = 0
def update(self):
self.__stealth_update()
self.updater.execute()
def __stealth_update(self):
time_change = self.ai.time - self.last_quick_update
for unit in self.knowledge.known_enemy_units: # type: Unit
if unit.is_cloaked:
own_close = self.cache.own_in_range(unit.position, 12).not_flying
area = self.get_zone(unit.position)
if own_close:
# Only add to stealth heat if we have a ground unit or building nearby
# Stealthed units cannot attack air
area.stealth_heat += 1 * time_change
def get_zone(self, position: Point2) -> HeatArea:
x_int = min(self.slots_w, max(0, math.floor(position.x / SLOT_SIZE)))
y_int = min(self.slots_h, max(0, math.floor(position.y / SLOT_SIZE)))
return self.heat_areas[x_int + y_int * self.slots_w]
def __real_update(self):
time_change = self.ai.time - self.last_update
self.last_update = self.ai.time
for unit in self.knowledge.known_enemy_units_mobile:
area = self.get_zone(unit.position)
area.last_enemy_power.add_unit(unit)
for zone in self.heat_areas:
zone.update(time_change)
def get_stealth_hotspot(self) -> Optional[Tuple[Point2, float]]:
top_heat_position: Point2 = None
top_value = 0
for heat_area in self.heat_areas:
if heat_area.stealth_heat > top_value:
top_heat_position = heat_area.center
top_value = heat_area.stealth_heat
if top_heat_position is None:
return None
return top_heat_position, top_value
def get_zones_hotspot(self, zones: List['Zone']) -> Optional[Point2]:
top_heat_area = None
top_value = 0
for heat_area in self.heat_areas:
value = heat_area.heat
if heat_area.zone in zones and value > 0 and (top_heat_area is None or value > top_value):
top_value = value
top_heat_area = heat_area
return top_heat_area
def __init__(self, center_location, is_start_location, knowledge):
self.center_location: Point2 = center_location
self.is_start_location: bool = is_start_location
self.knowledge = knowledge
self.ai: sc2.BotAI = knowledge.ai
self.cache: 'UnitCacheManager' = knowledge.unit_cache
self.unit_values: UnitValue = knowledge.unit_values
self.needs_evacuation = False
self._is_enemys = False
self.zone_index: int = 0
self.paths: Dict[int, Path] = dict(
) # paths to other expansions as it is dictated in the .expansion_zones
# Game time seconds when we have last had visibility on this zone.
self.last_scouted_center: float = -1
self.last_scouted_mineral_line: float = -1
# Timing on when there could be enemy workers here
self.could_have_enemy_workers_in = 0
# All mineral fields on the zone
self._original_mineral_fields: Units = self.ai.expansion_locations.get(
self.center_location, Units([], self.ai))
self.mineral_fields: Units = Units(
self._original_mineral_fields.copy(), self.ai)
self.last_minerals: int = 10000000 # Arbitrary value just to ensure a lower value will get updated.
# Game time seconds when scout has last circled around the center location of this zone.
# All vespene geysers on the zone
self.gas_buildings: Units = None
self.scout_last_circled: Optional[int] = None
self.our_townhall: Optional[Unit] = None
self.enemy_townhall: Optional[Unit] = None
self.known_enemy_units: Units = Units([], self.ai)
self.our_units: Units = Units([], self.ai)
self.our_workers: Units = Units([], self.ai)
self.enemy_workers: Units = Units([], self.ai)
self.known_enemy_power: ExtendedPower = ExtendedPower(self.unit_values)
self.our_power: ExtendedPower = ExtendedPower(self.unit_values)
# Assaulting enemies can be further away, but zone defense should prepare for at least that amount of defense
self.assaulting_enemies: Units = Units([], self.ai)
self.assaulting_enemy_power: ExtendedPower = ExtendedPower(
self.unit_values)
# 3 positions behind minerals
self.behind_mineral_positions: List[
Point2] = self._init_behind_mineral_positions()
self._count_minerals()
self._minerals_counter = IntervalFunc(knowledge.ai,
self._count_minerals, 0.5)
self.gather_point = self.center_location.towards(
self.ai.game_info.map_center, 5)
self.height = self.ai.get_terrain_height(center_location)
# This is ExtendedRamp!
self.ramp = self._find_ramp(self.ai)
self.radius = Zone.ZONE_RADIUS
if self.ramp is not None:
self.gather_point = self.ramp.top_center.towards(
self.center_location, 4)
class Zone:
ZONE_RADIUS = 15
ZONE_DANGER_RADIUS = 30
MAIN_ZONE_RAMP_MAX_RADIUS = 26
ZONE_RAMP_MAX_RADIUS = 15
ZONE_RADIUS_SQUARED = ZONE_RADIUS**2
VESPENE_GEYSER_DISTANCE = 10
def __init__(self, center_location, is_start_location, knowledge):
self.center_location: Point2 = center_location
self.is_start_location: bool = is_start_location
self.knowledge = knowledge
self.ai: sc2.BotAI = knowledge.ai
self.cache: 'UnitCacheManager' = knowledge.unit_cache
self.unit_values: UnitValue = knowledge.unit_values
self.needs_evacuation = False
self._is_enemys = False
self.zone_index: int = 0
self.paths: Dict[int, Path] = dict(
) # paths to other expansions as it is dictated in the .expansion_zones
# Game time seconds when we have last had visibility on this zone.
self.last_scouted_center: float = -1
self.last_scouted_mineral_line: float = -1
# Timing on when there could be enemy workers here
self.could_have_enemy_workers_in = 0
# All mineral fields on the zone
self._original_mineral_fields: Units = self.ai.expansion_locations.get(
self.center_location, Units([], self.ai))
self.mineral_fields: Units = Units(
self._original_mineral_fields.copy(), self.ai)
self.last_minerals: int = 10000000 # Arbitrary value just to ensure a lower value will get updated.
# Game time seconds when scout has last circled around the center location of this zone.
# All vespene geysers on the zone
self.gas_buildings: Units = None
self.scout_last_circled: Optional[int] = None
self.our_townhall: Optional[Unit] = None
self.enemy_townhall: Optional[Unit] = None
self.known_enemy_units: Units = Units([], self.ai)
self.our_units: Units = Units([], self.ai)
self.our_workers: Units = Units([], self.ai)
self.enemy_workers: Units = Units([], self.ai)
self.known_enemy_power: ExtendedPower = ExtendedPower(self.unit_values)
self.our_power: ExtendedPower = ExtendedPower(self.unit_values)
# Assaulting enemies can be further away, but zone defense should prepare for at least that amount of defense
self.assaulting_enemies: Units = Units([], self.ai)
self.assaulting_enemy_power: ExtendedPower = ExtendedPower(
self.unit_values)
# 3 positions behind minerals
self.behind_mineral_positions: List[
Point2] = self._init_behind_mineral_positions()
self._count_minerals()
self._minerals_counter = IntervalFunc(knowledge.ai,
self._count_minerals, 0.5)
self.gather_point = self.center_location.towards(
self.ai.game_info.map_center, 5)
self.height = self.ai.get_terrain_height(center_location)
# This is ExtendedRamp!
self.ramp = self._find_ramp(self.ai)
self.radius = Zone.ZONE_RADIUS
if self.ramp is not None:
self.gather_point = self.ramp.top_center.towards(
self.center_location, 4)
def _init_behind_mineral_positions(self) -> List[Point2]:
positions: List[Point2] = []
possible_behind_mineral_positions: List[Point2] = []
all_mf: Units = self.ai.mineral_field.closer_than(
10, self.center_location)
for mf in all_mf:
mf: Unit = mf
possible_behind_mineral_positions.append(
self.center_location.towards(mf.position, 9))
positions.append(self.center_location.towards(all_mf.center,
9)) # Center
positions.insert(
0, positions[0].furthest(possible_behind_mineral_positions))
positions.append(
positions[0].furthest(possible_behind_mineral_positions))
return positions
@property
def behind_mineral_position_center(self) -> Point2:
return self.behind_mineral_positions[1]
@property
def mineral_line_center(self) -> Point2:
return self.behind_mineral_positions[1].towards(
self.center_location, 4)
def calc_needs_evacuation(self):
"""
Checks if the zone needs evacuation for the workers mining there.
This is a method because it is quite CPU heavy.
"""
enemies: Units = self.cache.enemy_in_range(self.mineral_line_center,
10)
power = ExtendedPower(self.unit_values)
power.add_units(enemies)
if power.ground_power > 3 and enemies.exclude_type(
self.unit_values.worker_types):
self.needs_evacuation = True
else:
self.needs_evacuation = False
def _count_minerals(self):
total_minerals = 0
nearby_mineral_fields = self.mineral_fields
for mf in nearby_mineral_fields:
mf: Unit = mf
if mf.is_mineral_field:
if mf.is_visible:
total_minerals += mf.mineral_contents
else:
# if the last 3 character end in 750, then it's 900 mineral patch, otherwise 1800
if "750" == mf.type_id.name[-3:]:
total_minerals += 900
else:
total_minerals += 1800
if self.last_minerals > total_minerals:
# Set new standard only if less than last time the minerals were seen
self.last_minerals = total_minerals
@property
def resources(self) -> ZoneResources:
"""Rough amount of mineral resources that are left on the zone."""
if self.last_minerals >= 10000:
return ZoneResources.Full
elif self.last_minerals >= 5000:
return ZoneResources.Plenty
elif self.last_minerals >= 1500:
return ZoneResources.Limited
elif self.last_minerals > 0:
return ZoneResources.NearEmpty
else:
return ZoneResources.Empty
def update(self):
self.mineral_fields.clear()
for mf in self._original_mineral_fields:
new_mf = self.cache.mineral_fields.get(mf.position, None)
if new_mf:
self.mineral_fields.append(new_mf)
self.our_power.clear()
self.known_enemy_power.clear()
self.assaulting_enemy_power.clear()
self.our_units: Units = self.cache.own_in_range(
self.center_location, self.radius)
self.known_enemy_units: Units = self.cache.enemy_in_range(
self.center_location, self.radius)
# Only add units that we can fight against
self.known_enemy_units = self.known_enemy_units.filter(
lambda x: x.cloak != 2)
self.enemy_workers = self.known_enemy_units.of_type(
self.unit_values.worker_types)
self.our_workers: Units = self.our_units.of_type(
self.unit_values.worker_types)
self._minerals_counter.execute()
self._update_gas_buildings()
self.update_our_townhall()
self.update_enemy_townhall()
if self.ai.is_visible(self.center_location):
self.last_scouted_center = self.knowledge.ai.time
if self.ai.is_visible(self.mineral_line_center):
self.last_scouted_mineral_line = self.knowledge.ai.time
for unit in self.our_units:
# Our unit is inside the zone
self.our_power.add_unit(unit)
for unit in self.known_enemy_units:
# Enemy unit is inside the zone
self.known_enemy_power.add_unit(unit)
if self.is_ours:
self.calc_needs_evacuation()
self.assaulting_enemies: Units = self.cache.enemy_in_range(
self.center_location, Zone.ZONE_DANGER_RADIUS)
self.assaulting_enemy_power.add_units(self.assaulting_enemies)
else:
self.needs_evacuation = False
self.assaulting_enemies.clear()
def update_enemy_worker_status(self):
if self.is_ours:
self.could_have_enemy_workers_in = self.ai.time + 5 * 60
if self.ai.is_visible(
self.behind_mineral_position_center.towards(
self.center_location, 3)):
if self.is_enemys:
if self.enemy_workers:
self.could_have_enemy_workers_in = 0
elif self.enemy_townhall:
if self.enemy_townhall.is_ready:
self.could_have_enemy_workers_in = self.ai.time + 60
else:
finish_time = building_completion_time(
self.ai.time, self.enemy_townhall.type_id,
self.enemy_townhall.build_progress)
self.could_have_enemy_workers_in = finish_time + 60
else:
if self.is_scouted_at_least_once:
if not self.is_neutral:
self.could_have_enemy_workers_in = self.last_scouted_center + self.unit_values.build_time(
UnitTypeId.NEXUS) + 90
else:
self.could_have_enemy_workers_in = 3 * 60
def _update_gas_buildings(self):
self.gas_buildings = self.ai.gas_buildings.closer_than(
Zone.VESPENE_GEYSER_DISTANCE, self.center_location)
def update_our_townhall(self):
friendly_townhalls = self.cache.own_townhalls.closer_than(
5, self.center_location)
if friendly_townhalls.exists:
self.our_townhall = friendly_townhalls.closest_to(
self.center_location)
else:
self.our_townhall = None
def update_enemy_townhall(self):
enemy_townhalls = self.cache.enemy_townhalls.closer_than(
5, self.center_location)
if enemy_townhalls.exists:
self.enemy_townhall = enemy_townhalls.closest_to(
self.center_location)
else:
self.enemy_townhall = None
# We are going to presume that the enemy has a town hall even if we don't see one
self._is_enemys = self.enemy_townhall is not None or \
(self == self.knowledge.enemy_main_zone and self in self.knowledge.unscouted_zones)
@property
def should_expand_here(self) -> bool:
resources = self.has_minerals or self.resources == ZoneResources.Limited
return resources and not self.is_enemys and self.our_townhall is None
@property
def has_minerals(self) -> bool:
return self.resources != ZoneResources.NearEmpty and self.resources != ZoneResources.Empty
@property
def minerals_running_low(self) -> bool:
return not self.has_minerals or self.resources == ZoneResources.Limited
@property
def is_enemys(self) -> bool:
""" Is there an enemy town hall in this zone? """
return self._is_enemys
@property
def is_neutral(self) -> bool:
return not self.is_ours and not self.is_enemys
@property
def expanding_to(self) -> bool:
return self.knowledge.expanding_to == self
@property
def is_ours(self) -> bool:
""" Is there a town hall of ours in this zone or have we walled it off?"""
return self.our_townhall is not None or self.our_wall()
@property
def is_under_attack(self) -> bool:
return self.is_ours and self.power_balance < 0 or \
self.is_enemys and self.power_balance > 0
@property
def safe_expand_here(self) -> bool:
return (self.is_neutral or self.is_ours) and self.power_balance > -2
@property
def is_scouted_at_least_once(self):
return self.last_scouted_center and self.last_scouted_center > 0
@property
def power_balance(self) -> float:
"""Returns the power balance on this zone. Positive power balance indicates we have more units
than the enemy, and negative indicates enemy has more units."""
return round(self.our_power.power - self.known_enemy_power.power, 1)
@property
def our_photon_cannons(self) -> Units:
"""Returns any of our own static defenses on the zone."""
# todo: make this work for Terran and Zerg and rename
return self.our_units(UnitTypeId.PHOTONCANNON).closer_than(
10, self.center_location)
@property
def our_batteries(self) -> Units:
"""Returns shield batteries."""
return self.our_units(UnitTypeId.SHIELDBATTERY).closer_than(
10, self.center_location)
@property
def enemy_static_defenses(self) -> Units:
"""Returns all enemy static defenses on the zone. Both ground and air."""
# Use a set so we don't count eg. the same photon cannon twice.
defenses = set()
defenses.update(self.enemy_static_ground_defenses)
defenses.update(self.enemy_static_air_defenses)
return Units(defenses, self.ai)
# @property
# def enemy_static_defenses_power(self) -> ExtendedPower:
# """Returns power of enemy static defenses on the zone. Both ground and air."""
# power = ExtendedPower(self.unit_values)
# for static_def in self.enemy_static_defenses:
# power.add_unit(static_def)
# return power
@property
def enemy_static_ground_defenses(self) -> Units:
"""Returns all enemy static ground defenses on the zone."""
return self.known_enemy_units.filter(
self.unit_values.is_static_ground_defense)
@property
def enemy_static_power(self) -> ExtendedPower:
"""Returns power of enemy static defenses."""
power = ExtendedPower(self.unit_values)
power.add_units(self.enemy_static_defenses)
return power
@property
def enemy_static_ground_power(self) -> ExtendedPower:
"""Returns power of enemy static ground defenses."""
power = ExtendedPower(self.unit_values)
for ground_def in self.enemy_static_ground_defenses:
power.add_unit(ground_def)
return power
@property
def enemy_static_air_defenses(self) -> Units:
"""Returns all enemy static air defenses on the zone."""
return self.known_enemy_units.filter(
self.unit_values.is_static_air_defense)
@property
def enemy_static_air_power(self) -> ExtendedPower:
"""Returns power of enemy static ground defenses on the zone."""
power = ExtendedPower(self.unit_values)
for air_def in self.enemy_static_air_defenses:
power.add_unit(air_def)
return power
def go_mine(self, unit: Unit):
self.knowledge.roles.clear_task(unit)
if len(self.mineral_fields) > 0:
# Go to mine in this zone
mf = self.mineral_fields[0]
self.ai.do(unit.gather(mf))
elif self.ai.townhalls.exists and self.ai.mineral_field.exists:
closest_base = self.ai.townhalls.closest_to(self.center_location)
# Go to mine in some other base
mf = self.ai.mineral_field.closest_to(closest_base)
self.ai.do(unit.gather(mf))
def _find_ramp(self, ai):
if self.center_location in self.ai.enemy_start_locations or self.center_location == self.ai.start_location:
ramps: List[Ramp] = [
ramp for ramp in self.ai.game_info.map_ramps
if len(ramp.upper) == 2 and ramp.top_center.distance_to(
self.center_location) < Zone.MAIN_ZONE_RAMP_MAX_RADIUS
]
if not ramps:
ramps: List[Ramp] = [
ramp for ramp in self.ai.game_info.map_ramps
if len(ramp.upper) <= 4 and ramp.top_center.distance_to(
self.center_location) < Zone.MAIN_ZONE_RAMP_MAX_RADIUS
]
if not len(ramps):
ramps: List[Ramp] = self.ai.game_info.map_ramps
ramp: Ramp = min(
ramps,
key=(lambda r: self.center_location.distance_to(r.top_center)))
if ramp.top_center.distance_to(
self.center_location) < Zone.MAIN_ZONE_RAMP_MAX_RADIUS:
return ExtendedRamp(ramp, self.ai)
else:
self.knowledge.print("Main zone ramp not found!", "Zone")
""" Ramp going closest to center of the map. """
found_ramp: Optional[ExtendedRamp] = None
for map_ramp in ai.game_info.map_ramps:
map_ramp: Ramp = map_ramp
if map_ramp.top_center == map_ramp.bottom_center:
continue # Bugged ramp data
if ai.get_terrain_height(map_ramp.top_center) == self.height \
and map_ramp.top_center.distance_to(self.center_location) < Zone.ZONE_RAMP_MAX_RADIUS:
if found_ramp is None:
found_ramp = ExtendedRamp(map_ramp, ai)
else:
if found_ramp.top_center.distance_to(
self.gather_point
) > map_ramp.top_center.distance_to(self.gather_point):
found_ramp = ExtendedRamp(map_ramp, ai)
return found_ramp
def our_wall(self):
if self != self.knowledge.expansion_zones[
0] and self != self.knowledge.expansion_zones[1]:
return False # Not main base and not natural wall
gate_position: Point2 = self.knowledge.gate_keeper_position
if gate_position is not None and self.knowledge.base_ramp.top_center.distance_to(
gate_position) < 6:
# Main base ramp
return False
if gate_position is not None and gate_position.distance_to(
self.center_location) < 20:
if self.our_units.of_type({
UnitTypeId.GATEWAY, UnitTypeId.WARPGATE,
UnitTypeId.CYBERNETICSCORE
}):
# Natural wall should be up
return True
return False
async def start(self, knowledge: Knowledge):
await super().start(knowledge)
self.zone_manager = knowledge.zone_manager
self.position_updater = IntervalFunc(knowledge.ai, self.update_position, 1)
class WorkerScout(ActBase):
"""
Selects a scout worker and performs basic scout sweep across
start and expansion locations.
"""
def __init__(self):
super().__init__()
self.position_updater: IntervalFunc = None
self.scout: Unit = None
self.scout_tag = None
self.enemy_ramp_top_scouted: bool = None
# This is used for stuck / unreachable detection
self.last_locations: List[Point2] = []
# An ordered list of locations to scout. Current target
# is first on the list, with descending priority, ie.
# least important location is last.
self.scout_locations: List[Point2] = []
async def start(self, knowledge: Knowledge):
await super().start(knowledge)
self.zone_manager = knowledge.zone_manager
self.position_updater = IntervalFunc(knowledge.ai, self.update_position, 1)
def update_position(self):
if self.scout:
self.last_locations.append(self.scout.position)
async def select_scout(self):
workers = self.knowledge.roles.free_workers
if not workers.exists:
return
if self.scout_tag is None:
closest_worker = workers.closest_to(self.current_target)
self.scout_tag = closest_worker.tag
self.knowledge.roles.set_task(UnitTask.Scouting, closest_worker)
self.scout = self.cache.by_tag(self.scout_tag)
def distance_to_scout(self, location):
# Return sys.maxsize so that the sort function does not crash like it does with None
if not self.scout:
return sys.maxsize
if not location:
return sys.maxsize
return self.scout.distance_to(location)
async def scout_locations_upkeep(self):
if len(self.scout_locations) > 0:
return
enemy_base_found = self.knowledge.enemy_start_location_found
enemy_base_scouted = enemy_base_found and self.knowledge.enemy_main_zone.is_scouted_at_least_once \
and self.knowledge.enemy_main_zone.scout_last_circled
enemy_base_blocked = enemy_base_found and self.enemy_ramp_top_scouted \
and await self.target_unreachable(self.knowledge.enemy_main_zone.behind_mineral_position_center)
if enemy_base_scouted or enemy_base_blocked:
# When enemy found and enemy main base scouted, scout nearby expansions
self.scout_enemy_expansions()
elif (enemy_base_found and self.enemy_ramp_top_scouted
and self.scout.distance_to(self.knowledge.enemy_main_zone.center_location) < 40):
self.circle_location(self.zone_manager.enemy_main_zone.center_location)
self.zone_manager.enemy_main_zone.scout_last_circled = self.knowledge.ai.time
else:
self.scout_start_locations()
def scout_start_locations(self):
self.print("Scouting start locations")
self.enemy_ramp_top_scouted = False
if self.scout:
distance_to = self.scout.position
else:
distance_to = self.ai.start_location
closest_distance = sys.maxsize
for zone in self.zone_manager.unscouted_enemy_start_zones:
distance = zone.center_location.distance_to(distance_to)
# Go closest unscouted zone
if distance < closest_distance:
self.scout_locations.clear()
if zone.ramp:
# Go ramp first
enemy_ramp_top_center = zone.ramp.top_center
self.scout_locations.append(enemy_ramp_top_center)
# Go center of zone next
self.scout_locations.append(zone.center_location)
closest_distance = distance
self.print(f"Scouting enemy base at locations {self.scout_locations}")
def circle_location(self, location: Point2):
self.scout_locations.clear()
self.scout_locations = points_on_circumference_sorted(location, self.scout.position, 10, 30)
self.print(f"Circling location {location}")
def scout_enemy_expansions(self):
if not self.zone_manager.enemy_start_location_found:
return
self.scout_locations.clear()
self.scout_locations = map_to_point2s_minerals(self.zone_manager.enemy_expansion_zones[0:5])
self.print(f"Scouting {len(self.scout_locations)} expansions from enemy base towards us")
@property
def current_target(self) -> Optional[Point2]:
if len(self.scout_locations) > 0:
return self.scout_locations[0]
return None
@property
def current_target_is_enemy_ramp(self) -> bool:
for zone in self.knowledge.expansion_zones: # type: Zone
if zone.ramp and self.current_target == zone.ramp.top_center:
return True
return False
async def target_unreachable(self, target) -> bool:
if target is None:
return False
start = self.scout
if (len(self.last_locations) < 5
or self.scout.distance_to(self.last_locations[-1]) > 1
or self.scout.distance_to(self.last_locations[-2]) > 1):
# Worker is still moving, it's not stuck
return False
end = target
result = await self.ai._client.query_pathing(start, end)
return result is None
def target_location_reached(self):
if len(self.scout_locations) > 0:
self.scout_locations.pop(0)
async def execute(self) -> bool:
await self.scout_locations_upkeep()
await self.select_scout()
if self.scout is None:
# No one to scout
return True # Non blocking
if not len(self.scout_locations):
# Nothing to scout
return True # Non blocking
self.position_updater.execute()
dist = self.distance_to_scout(self.current_target)
if self.current_target_is_enemy_ramp:
if dist < Constants.SCOUT_DISTANCE_RAMP_THRESHOLD:
self.print(f"Enemy ramp at {self.current_target} reached")
self.target_location_reached()
self.enemy_ramp_top_scouted = True
else:
if dist < Constants.SCOUT_DISTANCE_THRESHOLD:
self.print(f"Target at {self.current_target} reached")
self.target_location_reached()
if await self.target_unreachable(self.current_target):
self.print(f"target {self.current_target} unreachable!")
self.target_location_reached()
if self.scout is not None and self.current_target is not None:
self.do(self.scout.move(self.current_target))
return True # Non blocking
class GameAnalyzer(ManagerBase):
def __init__(self):
super().__init__()
self._enemy_air_percentage = 0
self._our_income_advantage = 0
self._our_predicted_army_advantage = 0
self._our_predicted_tech_advantage = 0
self.enemy_gas_income = 0
self.enemy_mineral_income = 0
self.our_zones = 0
self.enemy_zones = 0
self.our_power: ExtendedPower = None
self.enemy_power: ExtendedPower = None
self.enemy_predict_power: ExtendedPower = None
self.predicted_defeat_time = 0.0
self.minerals_left: List[int] = []
self.vespene_left: List[int] = []
self.resource_updater: IntervalFunc = None
self._last_income: Advantage = Advantage.Even
self._last_army: Advantage = Advantage.Even
self._last_predict: Advantage = Advantage.Even
async def start(self, knowledge: 'Knowledge'):
await super().start(knowledge)
self.enemy_predicter: EnemyArmyPredicter = knowledge.enemy_army_predicter
self.our_power = ExtendedPower(self.unit_values)
self.enemy_power: ExtendedPower = ExtendedPower(self.unit_values)
self.enemy_predict_power: ExtendedPower = ExtendedPower(
self.unit_values)
self.resource_updater = IntervalFunc(self.ai,
self.save_resources_status, 1)
self.resource_updater.execute()
def save_resources_status(self):
self.minerals_left.append(self.ai.minerals)
self.vespene_left.append(self.ai.vespene)
async def update(self):
self.resource_updater.execute()
self.our_power.clear()
self.our_zones = 0
self.enemy_zones = 0
our_income = self.knowledge.income_calculator.mineral_income + self.knowledge.income_calculator.gas_income
if self.knowledge.my_worker_type is None:
# random and we haven't seen enemy race yat
enemy_workers = 12
else:
enemy_workers = self.knowledge.enemy_units_manager.enemy_worker_count
if not self.knowledge.enemy_main_zone.is_scouted_at_least_once:
enemy_workers += 12
mineral_fields = 0
for zone in self.knowledge.zone_manager.expansion_zones: # type: Zone
if zone.is_enemys:
self.enemy_zones += 1
mineral_fields += len(zone.mineral_fields)
if zone.is_ours:
self.our_zones += 1
built_vespene = len(self.cache.enemy(self.unit_values.gas_miners))
self._enemy_gas_income = min(enemy_workers,
built_vespene * 3) * GAS_MINE_RATE
workers_on_minerals = min(mineral_fields * 2,
enemy_workers - built_vespene * 3)
workers_on_minerals = max(0, workers_on_minerals)
self.enemy_mineral_income = workers_on_minerals
enemy_income = self.enemy_mineral_income + self._enemy_gas_income
self._our_income_advantage = our_income - enemy_income
self.our_power.add_units(
self.ai.units.filter(lambda u: u.is_ready and u.type_id != self.
knowledge.my_worker_type))
self.enemy_predict_power = self.enemy_predicter.predicted_enemy_power
self.enemy_power = self.enemy_predicter.enemy_power
self._enemy_air_percentage = 0
if self.enemy_predict_power.air_presence > 0:
self._enemy_air_percentage = self.enemy_predict_power.air_power / self.enemy_predict_power.power
being_defeated = self.predicting_defeat
if being_defeated and self.predicted_defeat_time == 0.0:
self.predicted_defeat_time = self.ai.time
elif not being_defeated and self.predicted_defeat_time != 0.0:
self.predicted_defeat_time = 0
income = self._calc_our_income_advantage()
army = self._calc_our_army_advantage()
predict = self._calc_our_army_predict()
if self._last_income != income:
self.print(f'Income advantage is now {income.name}')
if self._last_army != army:
self.print(f'Known army advantage is now {army.name}')
if self._last_predict != predict:
self.print(f'Predicted army advantage is now {predict.name}')
self._last_income = income
self._last_army = army
self._last_predict = predict
async def post_update(self):
if self.debug:
msg = f"Our income: {self.knowledge.income_calculator.mineral_income} / {round(self.knowledge.income_calculator.gas_income)}"
msg += f"\nEnemy income: {self.enemy_mineral_income} / {round(self.enemy_gas_income)}"
msg += f"\nResources: {round(self._our_income_advantage)}+{self.our_zones - self.enemy_zones}" \
f" ({self.our_income_advantage.name})"
msg += f"\nArmy: {round(self.our_power.power)} vs" \
f" {round(self.enemy_power.power)} ({self.our_army_advantage.name})"
msg += f"\nArmy predict: {round(self.our_power.power)} vs" \
f" {round(self.enemy_predict_power.power)} ({self.our_army_predict.name})"
msg += f"\nEnemy air: {self.enemy_air.name}"
self.client.debug_text_2d(msg, Point2((0.4, 0.15)), None, 14)
@property
def our_income_advantage(self) -> Advantage:
return self._last_income
def _calc_our_income_advantage(self) -> Advantage:
number = self._our_income_advantage + (self.our_zones -
self.enemy_zones) * 10
if number > 40:
return Advantage.OverwhelmingAdvantage
if number < -40:
return Advantage.OverwhelmingDisadvantage
if number > 20:
return Advantage.ClearAdvantage
if number < -20:
return Advantage.ClearDisadvantage
if number > 10:
return Advantage.SmallAdvantage
if number < -10:
return Advantage.SmallDisadvantage
if number > 5:
return Advantage.SlightAdvantage
if number < -5:
return Advantage.SlightDisadvantage
return Advantage.Even
@property
def army_at_least_clear_disadvantage(self) -> bool:
return self.our_army_predict in at_least_clear_disadvantage
@property
def army_at_least_small_disadvantage(self) -> bool:
return self.our_army_predict in at_least_small_disadvantage
@property
def army_at_least_clear_advantage(self) -> bool:
return self.our_army_predict in at_least_clear_advantage
@property
def army_at_least_small_advantage(self) -> bool:
return self.our_army_predict in at_least_small_advantage
@property
def army_at_least_advantage(self) -> bool:
return self.our_army_predict in at_least_advantage
@property
def army_can_survive(self) -> bool:
return self.our_army_predict not in at_least_small_disadvantage
@property
def predicting_victory(self) -> bool:
return (self.our_army_predict == Advantage.OverwhelmingAdvantage and
self.our_income_advantage == Advantage.OverwhelmingAdvantage)
@property
def bean_predicting_defeat_for(self) -> float:
if self.predicted_defeat_time == 0:
return 0
return self.ai.time - self.predicted_defeat_time
@property
def predicting_defeat(self) -> bool:
return (self.our_army_predict == Advantage.OverwhelmingDisadvantage
and (self.ai.supply_workers < 5 or self.our_income_advantage
== Advantage.OverwhelmingDisadvantage))
@property
def our_army_predict(self) -> Advantage:
return self._last_predict
def _calc_our_army_predict(self) -> Advantage:
if self.our_power.is_enough_for(self.enemy_predict_power,
our_percentage=1 / 1.1):
if self.our_power.power > 20 and self.our_power.is_enough_for(
self.enemy_predict_power, our_percentage=1 / 3):
return Advantage.OverwhelmingAdvantage
if self.our_power.power > 10 and self.our_power.is_enough_for(
self.enemy_predict_power, our_percentage=1 / 2):
return Advantage.ClearAdvantage
if self.our_power.power > 5 and self.our_power.is_enough_for(
self.enemy_predict_power, our_percentage=1 / 1.4):
return Advantage.SmallAdvantage
return Advantage.SlightAdvantage
if self.enemy_predict_power.is_enough_for(self.our_power,
our_percentage=1 / 1.1):
if self.enemy_predict_power.power > 20 and self.enemy_predict_power.is_enough_for(
self.our_power, our_percentage=1 / 3):
return Advantage.OverwhelmingDisadvantage
if self.enemy_predict_power.power > 10 and self.enemy_predict_power.is_enough_for(
self.our_power, our_percentage=1 / 2):
return Advantage.ClearDisadvantage
if self.enemy_predict_power.power > 5 and self.enemy_predict_power.is_enough_for(
self.our_power, our_percentage=1 / 1.4):
return Advantage.SmallDisadvantage
return Advantage.SlightDisadvantage
return Advantage.Even
@property
def our_army_advantage(self) -> Advantage:
return self._last_army
def _calc_our_army_advantage(self) -> Advantage:
if self.our_power.is_enough_for(self.enemy_power,
our_percentage=1 / 1.1):
if self.our_power.power > 20 and self.our_power.is_enough_for(
self.enemy_power, our_percentage=1 / 3):
return Advantage.OverwhelmingAdvantage
if self.our_power.power > 10 and self.our_power.is_enough_for(
self.enemy_power, our_percentage=1 / 2):
return Advantage.ClearAdvantage
if self.our_power.power > 5 and self.our_power.is_enough_for(
self.enemy_power, our_percentage=1 / 1.4):
return Advantage.SmallAdvantage
return Advantage.SlightAdvantage
if self.enemy_power.is_enough_for(self.our_power,
our_percentage=1 / 1.1):
if self.enemy_power.power > 20 and self.enemy_power.is_enough_for(
self.our_power, our_percentage=1 / 3):
return Advantage.OverwhelmingDisadvantage
if self.enemy_power.power > 10 and self.enemy_power.is_enough_for(
self.our_power, our_percentage=1 / 2):
return Advantage.ClearDisadvantage
if self.enemy_power.power > 5 and self.enemy_power.is_enough_for(
self.our_power, our_percentage=1 / 1.4):
return Advantage.SmallDisadvantage
return Advantage.SlightDisadvantage
return Advantage.Even
@property
def enemy_air(self) -> AirArmy:
if self._enemy_air_percentage > 0.90:
return AirArmy.AllAir
if self._enemy_air_percentage > 0.65:
return AirArmy.AlmostAllAir
if self._enemy_air_percentage > 0.35:
return AirArmy.Mixed
if self._enemy_air_percentage > 0:
return AirArmy.SomeAir
return AirArmy.NoAir
async def on_end(self, game_result: Result):
own_types: List[UnitTypeId] = []
own_types_left: Dict[UnitTypeId, int] = {}
enemy_types: List[UnitTypeId] = []
enemy_types_left: Dict[UnitTypeId, int] = {}
lost_data = self.knowledge.lost_units_manager.get_own_enemy_lost_units(
)
own_lost: Dict[UnitTypeId, List[Unit]] = lost_data[0]
enemy_lost: Dict[UnitTypeId, List[Unit]] = lost_data[1]
for unit_type, units in self.cache.own_unit_cache.items(
): # type: (UnitTypeId, Units)
type_id = self.unit_values.real_type(unit_type)
if type_id not in own_types:
own_types.append(type_id)
val = own_types_left.get(type_id, 0)
own_types_left[type_id] = val + units.amount
for unit_count in self.knowledge.enemy_units_manager.enemy_composition: # type: UnitCount
unit_type = unit_count.enemy_type
if unit_type not in enemy_types:
enemy_types.append(unit_type)
val = enemy_types_left.get(unit_type, 0)
enemy_types_left[unit_type] = val + unit_count.count
for unit_type, units in own_lost.items(
): # type: (UnitTypeId, List[Unit])
if unit_type not in own_types:
own_types.append(unit_type)
for unit_type, units in enemy_lost.items(
): # type: (UnitTypeId, List[Unit])
if unit_type not in enemy_types:
enemy_types.append(unit_type)
self.print_end("Own units:")
self._print_by_type(own_types, own_lost, own_types_left)
self.print_end("Enemy units:")
self._print_by_type(enemy_types, enemy_lost, enemy_types_left)
maxed_minerals = max(self.minerals_left)
avg_minerals = sum(self.minerals_left) / len(self.minerals_left)
maxed_gas = max(self.vespene_left)
avg_gas = sum(self.vespene_left) / len(self.vespene_left)
self.print_end(
f'Minerals max {maxed_minerals} Average {round(avg_minerals)}')
self.print_end(f'Vespene max {maxed_gas} Average {round(avg_gas)}')
def _print_by_type(self, types: List[UnitTypeId],
lost_units: Dict[UnitTypeId, List[Unit]],
left_units: Dict[UnitTypeId, int]):
def get_counts(unit_type: UnitTypeId) -> tuple:
dead = len(lost_units.get(unit_type, []))
alive = left_units.get(unit_type, 0)
total = dead + alive
return total, alive, dead
# Sort types by total count
types = sorted(types, key=lambda t: get_counts(t)[0], reverse=True)
for unit_type in types:
counts = get_counts(unit_type)
self.print_end(f"{str(unit_type.name).ljust(17)} "
f"total: {str(counts[0]).rjust(3)} "
f"alive: {str(counts[1]).rjust(3)} "
f"dead: {str(counts[2]).rjust(3)} ")
def print_end(self, msg: str):
self.knowledge.print(msg, "GameAnalyzerEnd", stats=False)
class DataManager(ManagerBase):
data: OpponentData
enabled: bool
enable_write: bool
async def start(self, knowledge: 'Knowledge'):
await super().start(knowledge)
self.enabled = self.ai.opponent_id is not None
self.enable_write = self.knowledge.config["general"].getboolean("write_data")
self.file_name = DATA_FOLDER + os.sep + str(self.ai.opponent_id) + ".json"
self.updater = IntervalFunc(self.ai, lambda: self.real_update(), 1)
self.result = GameResult()
self.result.enemy_race = knowledge.enemy_race
if self.enabled:
self.result.game_started = datetime.now().isoformat()
my_file = Path(self.file_name)
if my_file.is_file():
try:
with open(self.file_name, 'r') as handle:
text = handle.read()
self.data = jsonpickle.decode(text)
except:
self.data = OpponentData()
self.data.enemy_id = self.ai.opponent_id
self.knowledge.print("Data read failed on game start.")
else:
self.data = OpponentData()
self.data.enemy_id = self.ai.opponent_id
async def update(self):
pass
async def post_update(self):
if self.enabled:
self.updater.execute()
def real_update(self):
if self.result.first_attacked is None:
for zone in self.knowledge.expansion_zones:
if zone.is_ours and zone.known_enemy_power.power > 10:
self.result.first_attacked = self.ai.time
# Pre emptive write in case on end does not trigger properly
if self.result.result != 1 and self.knowledge.game_analyzer.predicting_victory:
self.write_victory()
elif self.result.result != -1 and self.knowledge.game_analyzer.predicting_defeat:
self.write_defeat()
def set_build(self, build_name: str):
self.result.build_used = build_name
def write_defeat(self):
self.result.result = -1
self.result.game_duration = self.ai.time
self.write_results()
def write_victory(self):
self.result.result = 1
self.result.game_duration = self.ai.time
self.write_results()
def write_results(self):
if not self.enable_write:
return
my_file = Path(self.file_name)
if my_file.is_file():
try:
with open(self.file_name, 'r') as handle:
text = handle.read()
self.data = jsonpickle.decode(text)
except:
# Don't write if we can't read the current data
self.knowledge.print("Data read failed on save.")
return
elif not os.path.exists(DATA_FOLDER):
os.makedirs(DATA_FOLDER)
to_remove = None
for result in self.data.results:
if result.guid == self.result.guid:
to_remove = result
break
if to_remove:
self.data.results.remove(to_remove)
self.data.results.append(self.result)
frozen = jsonpickle.encode(self.data)
try:
with open(self.file_name, 'w') as handle:
handle.write(frozen)
# pickle.dump(self.data, handle, protocol=pickle.HIGHEST_PROTOCOL)
except:
self.knowledge.print("Data write failed.")
async def on_end(self, game_result: Result):
if not self.enabled:
return
if game_result == Result.Victory:
self.result.result = 1
elif game_result == Result.Tie:
self.result.result = 0
elif game_result == Result.Defeat:
self.result.result = -1
self.result.game_duration = self.ai.time
self.write_results()