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MyStrategy.py
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from model.ActionType import ActionType
from model.VehicleType import VehicleType
from model.FacilityType import FacilityType
from model.Game import Game
from model.Move import Move
from model.Player import Player
from model.World import World
import numpy as np
from scipy.cluster.vq import vq, kmeans, whiten
myVehicleIds = []
myVehicleIdsByType = [[],[],[],[],[]]
clustersX = [[],[],[],[],[]]
clustersY = [[],[],[],[],[]]
enemyVehicleIds = []
enemyVehicleIdsByType = [[],[],[],[],[]]
vehicleById = {}
facilityById = {}
updateTickByVehicleId = {}
mu = []
muNuke = []
K = 5
KK = 20
I = 10
bestdist = []
minDist = {}
minDist[VehicleType.ARRV] = 18 + 0.9 * 31 - 0.4 * 30 * 0.6
minDist[VehicleType.IFV] = 18 + 0.9 * 31 - 0.4 * 30 * 0.6
minDist[VehicleType.TANK] = 18 + 0.9 * 31 - 0.3 * 30 * 0.6
minDist[VehicleType.FIGHTER] = 20 + 1.2 * 31 - 1.2 * 30 * 0.6
minDist[VehicleType.HELICOPTER] = 20 + 1.2 * 31 - 0.9 * 30 * 0.6
maxDist = {}
maxDist[VehicleType.ARRV] = 60 * 0.8 - 0.4 * 0.6
maxDist[VehicleType.IFV] = 80 * 0.8 - 0.4 * 0.6
maxDist[VehicleType.TANK] = 80 * 0.8 - 0.3 * 0.6
maxDist[VehicleType.FIGHTER] = 120 * 0.6 - 1.2 * 0.6
maxDist[VehicleType.HELICOPTER] = 100 * 0.6 - 0.9 * 0.6
attacks = [{},{},{},{},{}]
attacks[VehicleType.TANK] = dict([(VehicleType.TANK, 20), (VehicleType.IFV, 40), (VehicleType.HELICOPTER, 20), (VehicleType.FIGHTER, 0), (VehicleType.ARRV, 50)])
attacks[VehicleType.IFV] = dict([(VehicleType.TANK, 10), (VehicleType.IFV, 30), (VehicleType.HELICOPTER, 40), (VehicleType.FIGHTER, 10), (VehicleType.ARRV, 40)])
attacks[VehicleType.HELICOPTER] = dict([(VehicleType.TANK, 40), (VehicleType.IFV, 20), (VehicleType.HELICOPTER, 40), (VehicleType.FIGHTER, 10), (VehicleType.ARRV, 80)])
attacks[VehicleType.FIGHTER] = dict([(VehicleType.TANK, 0), (VehicleType.IFV, 0), (VehicleType.HELICOPTER, 60), (VehicleType.FIGHTER, 30), (VehicleType.ARRV, 0)])
attacks[VehicleType.ARRV] = dict([(VehicleType.TANK, 0), (VehicleType.IFV, 0), (VehicleType.HELICOPTER, 0), (VehicleType.FIGHTER, 0), (VehicleType.ARRV, 0)])
myV = -1
enV = -1
lastNukaTick = 0
frame = 40
movements = []
round2 = False
minefield = False
fieldChecker = [[],[],[],[],[]]
scaleFactor = 1.5
maxGroup = 0
centerGroups = {}
deadGroups = []
muNA = []
def getCoords(points):
x=[]
y=[]
for p in points:
x.append(p.x)
y.append(p.y)
return min(x) - 2, max(x) + 2 , min(y) - 2 , max(y) + 2
class MyStrategy:
def move(self, me: Player, world: World, game: Game, move: Move):
global vtDict, vehicleById, updateTickByVehicleId, facilityById
global myVehicleIds, myVehicleIdsByType, enemyVehicleIds, enemyVehicleIdsByType
global mu, muNuke, K, KK, lastNukaTick
global minDist, maxDist, bestdist
global myV, enV
global clustersX, clustersY, frame
global movements
global round2, minefield, fieldChecker
global scaleFactor, maxGroup, centerGroups, deadGroups
global attacks, muNA
myId=world.get_my_player().id
enemy=world.get_opponent_player()
enemyId=enemy.id
wti=world.tick_index
nsr=game.tactical_nuclear_strike_radius
nsd=game.tactical_nuclear_strike_delay
for v in world.new_vehicles:
vehicleById[v.id] = v
updateTickByVehicleId[v.id] = wti
if v.player_id == myId:
myVehicleIds.append(v.id)
myVehicleIdsByType[v.type].append(v.id)
else:
enemyVehicleIds.append(v.id)
enemyVehicleIdsByType[v.type].append(v.id)
for v in world.vehicle_updates:
if v.durability == 0:
if v.id in myVehicleIds:
myVehicleIds.pop(myVehicleIds.index(v.id))
myVehicleIdsByType[vehicleById[v.id].type].pop(myVehicleIdsByType[vehicleById[v.id].type].index(v.id))
else:
enemyVehicleIds.pop(enemyVehicleIds.index(v.id))
enemyVehicleIdsByType[vehicleById[v.id].type].pop(enemyVehicleIdsByType[vehicleById[v.id].type].index(v.id))
vehicleById.pop(v.id)
updateTickByVehicleId.pop(v.id)
else:
vehicleById[v.id].update(v)
updateTickByVehicleId[v.id] = wti
for f in world.facilities:
facilityById[f.id] = f
if wti == 0:
if world.facilities:
round2 = True
if round2 == False:
for i in range (0,5):
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.vehicle_type = '+str(i)+'; move.right = world.width; move.bottom = world.height',0,'building'])
arr = []
for v in vehicleById.values():
if v.type == i:
arr.append(v)
movements.append(['move.action = ActionType.SCALE; move.x, move.y = ' + str(min([v.x for v in arr]) - 10) + ', ' + str(min([v.y for v in arr]) - 10) +'; move.factor = 10.0',1,'building'])
else:
for i in [VehicleType.FIGHTER, VehicleType.HELICOPTER]:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.vehicle_type = '+str(i)+'; move.right = world.width; move.bottom = world.height',0,'building'])
arr = []
for v in vehicleById.values():
if (v.type == i) &(v.player_id == me.id):
arr.append(v)
movements.append(['move.action = ActionType.SCALE; move.x, move.y = ' + str(min([v.x for v in arr]) - 10) + ', ' + str(min([v.y for v in arr]) - 10) +'; move.factor = 10.0',1,'building'])
muNA = []
notAerial = []
for i in [VehicleType.ARRV, VehicleType.IFV, VehicleType.TANK]:
arr = []
for v in vehicleById.values():
if (v.type == i) &(v.player_id == me.id):
arr.append(v)
notAerial.append(v)
w = max([v.x for v in arr])- min([v.x for v in arr])
h = max([v.y for v in arr])- min([v.y for v in arr])
if len(facilityById) > 2:
muNA.append([min([v.x for v in arr])+w/4, min([v.y for v in arr])+h/4])
muNA.append([min([v.x for v in arr])+3*w/4, min([v.y for v in arr])+h/4])
muNA.append([min([v.x for v in arr])+w/4, min([v.y for v in arr])+3*h/4])
muNA.append([min([v.x for v in arr])+3*w/4, min([v.y for v in arr])+3*h/4])
sortedMu = []
sortedFacilities = []
ZeroPoint = [np.mean([ v.x for v in notAerial]), np.mean([ v.y for v in notAerial])]
distFromZero = []
for i in range(1,len(world.facilities)+1):
f = facilityById[i]
distFromZero.append((f.left + 32 - ZeroPoint[0])**2 + (f.top + 32 - ZeroPoint[1])**2)
while sum(distFromZero) != 0:
ind = distFromZero.index(max(distFromZero))
sortedFacilities.append(ind+1)
distFromZero[ind] = 0
if len(sortedFacilities) > len(muNA):
sortedFacilities = sortedFacilities[len(sortedFacilities) - len(muNA):]
for i in range(0,len(sortedFacilities)):
f=facilityById[sortedFacilities[i]]
minDistToFacilities = 10000000
for j in range(0,len(muNA)):
dst = (muNA[j][0] - f.left - 32)**2 + (muNA[j][1] - f.top - 32)**2
if dst < minDistToFacilities:
minDistToFacilities = dst
nearest = j
sortedMu.append(muNA.pop(nearest))
while muNA:
minDistToZero = 10000000
for i in range(0,len(muNA)):
c=muNA[i]
dst = c[0]**2 + c[1]**2
if dst < minDistToZero:
minDistToZero = dst
ind = i
sortedMu.append(muNA.pop(ind))
clustersNotAerial = []
for i in range(0,len(sortedMu)):
clustersNotAerial.append([])
for i in range(0, len(notAerial)):
distFromCenters = []
for center in sortedMu:
distFromCenters.append((notAerial[i].x - center[0])**2 + (notAerial[i].y - center[1])**2)
ind = distFromCenters.index(min(distFromCenters))
clustersNotAerial[ind].append(notAerial[i])
last = 0
for i in range(0,len(sortedMu)):
counts = np.bincount([v.type for v in clustersNotAerial[i]])
t = np.argmax(counts)
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = ' +str(getCoords(clustersNotAerial[i])) + '; move.type = ' + str(t) ,0,'start'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(sortedMu[i][0]) + ', ' + str(sortedMu[i][1]), 2, 'start'])
maxGroup += 1
movements.append(['move.action = ActionType.ASSIGN; move.group = ' + str(maxGroup),1,'start'])
if (last < len(sortedFacilities)) & (i in [2,6,10]):
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.group = ' + str(1+last), 0, 'start'])
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str(facilityById[sortedFacilities[last]].left + 32 - sortedMu[last][0]) + ', ' + str(facilityById[sortedFacilities[last]].top + 32 - sortedMu[last][1]), 1, 'start'])
last +=1
while last<len(sortedFacilities):
movements.append(['pause',0,'start',58])
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.group = ' + str(1+last), 0, 'start'])
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str(facilityById[sortedFacilities[last]].left + 32 - sortedMu[last][0]) + ', ' + str(facilityById[sortedFacilities[last]].top + 32 - sortedMu[last][1]), 1, 'start'])
last +=1
if enemyVehicleIds:
if round2 == False:
if (wti % 100 == 1) & (wti < 302):
for i in range(0,5):
fieldChecker[i].append(min([vehicleById[j].get_distance_to(1023,1023) for j in enemyVehicleIdsByType[i]]))
if wti==302:
minefield = True
for i in range(0,5):
if fieldChecker[i] != sorted(fieldChecker[i]):
minefield = False
if (abs(fieldChecker[VehicleType.FIGHTER][3] - fieldChecker[VehicleType.FIGHTER][2])>3) | (abs(fieldChecker[VehicleType.HELICOPTER][3] - fieldChecker[VehicleType.HELICOPTER][2])>3):
minefield = False
if minefield:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height', 0, 'antifield'])
movements.append(['move.action = ActionType.MOVE; move.x, move.y = -500, 0', 1, 'antifield'])
#Если враг - ковер, делаем сосиску и сидим в углу
if minefield:
i = 0
if movements:
i = movements[0][1]
if wti==800:
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height', 0, 'antifield'])
movements.insert(i+1, ['move.action = ActionType.MOVE; move.x, move.y = -300, -300', 1, 'antifield'])
elif wti==1000:
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height; move.vehicle_type = VehicleType.FIGHTER', 0, 'antifield'])
movements.insert(i+1, ['move.action = ActionType.MOVE; move.x, move.y = 0, -200', 1, 'antifield'])
movements.insert(i+2, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height; move.vehicle_type = VehicleType.HELICOPTER', 0, 'antifield'])
movements.insert(i+3, ['move.action = ActionType.MOVE; move.x, move.y = 0, -200', 1, 'antifield'])
elif (wti < 19000)&(wti > 1000)&(wti % 1500==0):
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height', 0, 'antifield'])
movements.insert(i+1, ['move.action = ActionType.MOVE; move.x, move.y = 500, 100', 1, 'antifield'])
elif (wti < 19000)&(wti > 3999)&(wti > 3999)&(wti % 1500==500):
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height', 0, 'antifield'])
movements.insert(i+1, ['move.action = ActionType.MOVE; move.x, move.y = -500, -100', 1, 'antifield'])
elif wti==19000:
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height; move.vehicle_type = VehicleType.HELICOPTER', 0, 'antifield'])
movements.insert(i+1, ['move.action = ActionType.MOVE; move.x, move.y = 700, 700; move.max_speed = 0.6', 1, 'antifield'])
movements.insert(i+2, ['move.action = ActionType.CLEAR_AND_SELECT; move.right = world.width; move.bottom = world.height; move.vehicle_type = VehicleType.FIGHTER', 0, 'antifield'])
movements.insert(i+3, ['move.action = ActionType.MOVE; move.x, move.y = 700, 700; move.max_speed = 0.6', 1, 'antifield'])
#Если на нас сбросили
if (enemy.next_nuclear_strike_tick_index - wti == nsd - 1) & ((minefield==False) | (minefield & (wti < 19000))):
i = 0
if movements:
i = movements[0][1]
movements.insert(i, ['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(enemy.next_nuclear_strike_x - nsr) + '; move.right = ' + str(enemy.next_nuclear_strike_x + nsr) + '; move.top = ' + str(enemy.next_nuclear_strike_y - nsr) + '; move.bottom = ' + str(enemy.next_nuclear_strike_y + nsr),0,'escape'])
movements.insert(i+1, ['move.action = ActionType.SCALE; move.x, move.y = ' + str(enemy.next_nuclear_strike_x) + ', ' + str(enemy.next_nuclear_strike_y) + '; move.factor = 2.0',1,'escape'])
#Если можно сбросить
if (me.remaining_nuclear_strike_cooldown_ticks == 0) & (wti % 30 == 0):
xNuke = [[vehicleById[i].x, vehicleById[i].y] for i in enemyVehicleIds]
muNuke = []
kNuke = KK
if len(xNuke) < kNuke:
kNuke = len(xNuke)
if kNuke != 0:
muNuke = kmeans(xNuke, kNuke)[0]
distances = []
for c in range(0,len(muNuke)):
maxD = 0
maxDI = -1
for i in myVehicleIds:
v = vehicleById[i]
vDist = v.get_distance_to(muNuke[c][0],muNuke[c][1])
if (vDist > minDist[v.type])&(vDist < maxDist[v.type])&(vDist > maxD):
maxD = vDist
maxDI = i
distances.append([muNuke[c][0], muNuke[c][1], maxD, maxDI])
maxDamage = 0
for d in distances:
if d[3] != -1:
damage = 0
for i in enemyVehicleIds:
v = vehicleById[i]
disNuc = v.get_distance_to(d[0],d[1])
if disNuc < 50.0:
damageForUnit = 100 - (disNuc + 0.5) * 2
if (v.durability - damageForUnit) <= 0:
damage += 1
else:
damage += (100 - (disNuc * 2 + 1)) / 100.0
if v.type == VehicleType.ARRV:
damage -= 1.23 #1230 * 0.1 / 100 old formula: damage -= (100 - (disNuc * 2 + 1)) / 1000.0
if damage > maxDamage:
maxDamage = damage
bestdist = d
if maxDamage > 0.5: #maxDamage > len(enemyVehicleIds) / (kNuke * 15)
i = 0
if movements:
i = movements[0][1]
lastNukaTick = wti
movements.insert(i, ['move.action = ActionType.TACTICAL_NUCLEAR_STRIKE; move.x = ' + str(bestdist[0]) + '; move.y = ' + str(bestdist[1]) + '; move.vehicle_id = ' + str(bestdist[3]), 0, 'nuka'])
v = vehicleById[bestdist[3]]
movements.insert(i+1, ['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(v.x - 5) + '; move.right = ' + str(v.x + 5) + '; move.top = ' + str(v.y - 5) + '; move.bottom = ' + str(v.y + 5), 2, 'nuka'])
k = (maxDist[v.type] - bestdist[2]) / maxDist[v.type]
movements.insert(i+2, ['move.action = ActionType.MOVE; move.x, move.y = '+ str((v.x - bestdist[0]) * k)+', ' + str((v.y - bestdist[1]) * k ), 1, 'nuka'])
#Если очков мало
if ((me.score-enemy.score) < (20001-wti)/50) & (me.remaining_nuclear_strike_cooldown_ticks == 0) & (wti % 300 == 0) & (wti > 300):
myFly = []
for i in myVehicleIds:
v=vehicleById[i]
if (v.type == VehicleType.FIGHTER) | (v.type == VehicleType.HELICOPTER):
myFly.append(vehicleById[i])
enemyArmy = []
for i in enemyVehicleIds:
v=vehicleById[i]
if v.type != VehicleType.ARRV:
enemyArmy.append(vehicleById[i])
distMin = 10000
distEnemy = 10000
for v in myFly:
dist=v.get_distance_to(1023, 1023)
if dist < distMin:
distMin = dist
distMinI = v.id
if distMin !=10000:
myV = vehicleById[distMinI]
for v in enemyArmy:
dist=v.get_distance_to(myV.x, myV.y)
if dist < distEnemy:
distEnemy = dist
distEnemyI = v.id
if enemyArmy:
enV = vehicleById[distEnemyI]
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(myV.x - 5) + '; move.right = ' + str(myV.x + 5) + '; move.top = ' + str(myV.y - 5) + '; move.bottom = ' + str(myV.y + 5), 0, 'scout'])
b = myV.get_distance_to(enV.x, enV.y)
k = (b - minDist[myV.type]) / b
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str((enV.x - myV.x) * k) + ', ' + str((enV.y - myV.y) * k), 1, 'scout'])
else:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(myV.x - 5) + '; move.right = ' + str(myV.x + 5) + '; move.top = ' + str(myV.y - 5) + '; move.bottom = ' + str(myV.y + 5), 0, 'scout'])
b = myV.get_distance_to(900, 900)
k = (b - minDist[myV.type]) / b
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str((900 - myV.x) * k) + ', ' + str((900 - myV.y) * k), 1, 'scout'])
#Фабрики
if (wti % 30 == 0):
if world.facilities:
for f in world.facilities:
if (f.type == FacilityType.VEHICLE_FACTORY) & (f.owner_player_id == me.id):
if (f.vehicle_type is None):
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.IFV), 0, 'factory_set'])
elif (f.vehicle_type in [ VehicleType.IFV, VehicleType.ARRV, VehicleType.TANK ]):
ground = myVehicleIdsByType[VehicleType.IFV] + myVehicleIdsByType[VehicleType.TANK] + myVehicleIdsByType[VehicleType.ARRV]
sumG = {}
for i in [ VehicleType.IFV, VehicleType.ARRV, VehicleType.TANK ]:
sumG[i] = 0
for j in myVehicleIdsByType[i]:
v = vehicleById[j]
if (v.x >= f.left) & (v.y >= f.top) & (v.x <= f.left + 64) & (v.y <= f.top + 64):
sumG[i]+=1
if (sumG[VehicleType.IFV] + sumG[VehicleType.ARRV] + sumG[VehicleType.TANK]) > 65:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(f.left - 20) + '; move.right = ' + str(f.left + 84) + '; move.top = ' + str(f.top - 20) + '; move.bottom = ' + str(f.top + 84), 0, 'factory_ground'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.5; move.x, move.y = '+ str(f.left + 32) + ', ' + str(f.top + 32), 2, 'factory_ground'])
maxGroup += 1
movements.append(['move.action = ActionType.ASSIGN; move.group = ' + str(maxGroup),1,'factory_ground'])
if len(myVehicleIdsByType[VehicleType.FIGHTER]) < len(enemyVehicleIdsByType[VehicleType.FIGHTER]):
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.FIGHTER), 0, 'factory_set'])
else:
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.HELICOPTER), 0, 'factory_set'])
else:
if (sumG[VehicleType.IFV] + sumG[VehicleType.ARRV] + sumG[VehicleType.TANK]) > 9:
if (sumG[VehicleType.IFV] % 10 == 0) & (sumG[VehicleType.IFV] > sumG[VehicleType.ARRV]) & (sumG[VehicleType.IFV] > sumG[VehicleType.TANK]) & (f.vehicle_type == VehicleType.IFV):
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.ARRV), 0, 'factory_set'])
elif (sumG[VehicleType.ARRV] % 3 == 0) & (sumG[VehicleType.ARRV] >= sumG[VehicleType.IFV]//3) & (sumG[VehicleType.ARRV] > sumG[VehicleType.TANK]//3) & (f.vehicle_type == VehicleType.ARRV):
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.TANK), 0, 'factory_set'])
elif (sumG[VehicleType.TANK] % 10 == 0) & (sumG[VehicleType.TANK] >= sumG[VehicleType.IFV]) & (sumG[VehicleType.TANK] >= sumG[VehicleType.ARRV]) & (f.vehicle_type == VehicleType.TANK):
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.IFV), 0, 'factory_set'])
elif (f.vehicle_type in [VehicleType.HELICOPTER, VehicleType.FIGHTER] ):
air = myVehicleIdsByType[VehicleType.FIGHTER] + myVehicleIdsByType[VehicleType.HELICOPTER] + myVehicleIdsByType[VehicleType.ARRV]
sumA = 0
for i in air:
v = vehicleById[i]
if (v.x >= f.left) & (v.y >= f.top) & (v.x <= f.left + 64) & (v.y <= f.top + 64):
sumA+=1
if sumA >= 5:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.vehicle_type = '+ str(f.vehicle_type) + '; move.left = ' + str(f.left - 20) + '; move.right = ' + str(f.left + 84) + '; move.top = ' + str(f.top - 20) + '; move.bottom = ' + str(f.top + 84), 0, 'factory_air'])
movements.append(['move.action = ActionType.SCALE; move.factor = 2; move.x, move.y = '+ str(f.left + 32) + ', ' + str(f.top + 32), 2, 'factory_air'])
maxGroup += 1
movements.append(['move.action = ActionType.ASSIGN; move.group = ' + str(maxGroup),1,'factory_air'])
movements.append(['move.action = ActionType.SETUP_VEHICLE_PRODUCTION; move.facility_id = '+ str(f.id) + '; move.vehicle_type = ' + str(VehicleType.IFV), 0, 'factory_set'])
if round2:
if (wti >= (min(len(facilityById),len(muNA))+1)*60):
if (wti % ((maxGroup - len(deadGroups)+1)*20) == 0):
for i in range(1,maxGroup+1):
if i not in deadGroups:
cGX = []
cGY = []
for j in myVehicleIds:
v = vehicleById[j]
if i in v.groups:
cGX.append(v.x)
cGY.append(v.y)
if len(cGX) > 5:
centerGroups[i] = [np.median(cGX),np.median(cGY)]
elif (wti % ((maxGroup - len(deadGroups)+1)*20) == 2):
newCenterGroups = {}
i = 0
while len(movements)>i:
if (movements[i][2] == 'stuck') & (movements[i][1] == 0):
movements.pop(i)
movements.pop(i)
else:
i+=1
for i in range(1,maxGroup+1):
if (i not in deadGroups)&(i in centerGroups):
cGX = []
cGY = []
for j in myVehicleIds:
v = vehicleById[j]
if i in v.groups:
cGX.append(v.x)
cGY.append(v.y)
if len(cGX) > 3:
if len(cGX) < 6:
movements.append(['move.action = ActionType.DISBAND; move.group = ' + str(i), 0, 'disband'])
deadGroups.append(i)
else:
newCenterGroups[i] = [np.median(cGX),np.median(cGY)]
if ((newCenterGroups[i][0] - centerGroups[i][0])**2 + (newCenterGroups[i][1] - centerGroups[i][1])**2 < 0.02) | ((wti>3000)&(wti%1000 > 0)&(wti%1000 <= ((maxGroup - len(deadGroups) + 1 )*20) + 1 )):
stopFlag = True
for f in world.facilities:
if ((f.owner_player_id!=me.id)|(f.capture_points < game.max_facility_capture_points)) & ((newCenterGroups[i][0] >= f.left - 10) & (newCenterGroups[i][1] >= f.top - 10) & (newCenterGroups[i][0] <= f.left + 74) & (newCenterGroups[i][1] <= f.top + 74)):
stopFlag = False
if stopFlag:
#Новая цель
minDistOccup = 10000000
ind = -1
for f in world.facilities:
if (f.owner_player_id!=me.id)|(f.capture_points < game.max_facility_capture_points): #if (f.owner_player_id!=me.id)|(f.capture_points < game.max_facility_capture_points):
dist=(f.left + 32 - newCenterGroups[i][0])**2 + (f.top + 32 - newCenterGroups[i][1])**2
if f.type == FacilityType.VEHICLE_FACTORY:
dist-=10000
if dist < minDistOccup:
minDistOccup = dist
ind = f.id
if ind !=-1:
f=facilityById[ind]
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = ' + str(min(cGX) - 3) + ', ' + str(max(cGX) + 3) + ', ' + str(min(cGY) - 3) + ', ' + str(max(cGY) + 3), 0, 'stuck'])
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str(f.left + 32 - newCenterGroups[i][0]) + ', ' + str(f.top + 32 - newCenterGroups[i][1]), 1, 'stuck'])
elif (wti>13000):
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = ' + str(min(cGX) - 3) + ', ' + str(max(cGX) + 3) + ', ' + str(min(cGY) - 3) + ', ' + str(max(cGY) + 3), 0, 'stuck'])
movements.append(['move.action = ActionType.MOVE; move.x, move.y = '+ str(mu[0][0] - newCenterGroups[i][0]) + ', ' + str(mu[1][0] - newCenterGroups[i][1]), 1, 'stuck'])
else:
deadGroups.append(i)
#Убегаем
if (wti > lastNukaTick + 30) & (wti % 60 == 30) & (minefield==False):
kScale = K
mu = []
X = [[vehicleById[i].x, vehicleById[i].y] for i in enemyVehicleIds]
if len(X) < kScale:
kScale = len(X)
if kScale != 0:
mu = kmeans(X, kScale)[0]
clustersX = [[],[],[],[],[]]
clustersY = [[],[],[],[],[]]
for i in range(0, len(X)):
distFromCenters = []
for center in mu:
distFromCenters.append((X[i][0] - center[0])**2 + (X[i][1] - center[1])**2)
ind = distFromCenters.index(min(distFromCenters))
clustersX[ind].append(X[i][0])
clustersY[ind].append(X[i][1])
i = 0
while len(movements)>i:
if (movements[i][2] == 'scale')&(movements[i][1] == 0):
movements.pop(i)
movements.pop(i)
else:
i+=1
aggrFlag = False
for i in range(0, len(mu)):
minEnX=min(clustersX[i])
maxEnX=max(clustersX[i])
minEnY=min(clustersY[i])
maxEnY=max(clustersY[i])
sumMy=0
sumFac=0
nearestGroups= {}
notInGroups = 0
for gr in range(1,maxGroup+2):
nearestGroups[gr]=0
myAttack = 0
enAttack = 0
mySide = dict([(VehicleType.TANK, 0), (VehicleType.IFV, 0), (VehicleType.HELICOPTER, 0), (VehicleType.FIGHTER, 0), (VehicleType.ARRV, 0)])
enSide = dict([(VehicleType.TANK, 0), (VehicleType.IFV, 0), (VehicleType.HELICOPTER, 0), (VehicleType.FIGHTER, 0), (VehicleType.ARRV, 0)])
for j in myVehicleIds:
v=vehicleById[j]
if (v.x > minEnX - frame) & (v.x < minEnX + frame) & (v.y > minEnY - frame) & (v.y < minEnY + frame):
sumMy+=1
if v.groups:
for g in v.groups:
nearestGroups[g]+=1
else:
notInGroups+=1
'''
if notInGroups > 0:
maxNearestGroup = 0
for g in nearestGroups:
mGV=max(nearestGroups.values())
if (nearestGroups[g] == mGV) & (mGV !=0):
maxNearestGroup = g
if maxNearestGroup == 0:
maxGroup+=1
maxNearestGroup=maxGroup
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(minEnX - frame) + '; move.right = ' + str(maxEnX + frame) + '; move.top = ' + str(minEnY - frame) + '; move.bottom = ' + str(maxEnY + frame), 0, 'scale'])
movements.append(['move.action = ActionType.ASSIGN; move.group = ' + str(maxNearestGroup),1,'scale'])
nearestGroups[maxNearestGroup] += notInGroups
'''
for j in myVehicleIds:
v=vehicleById[j]
if v.groups:
if (v.groups[0] in nearestGroups.keys()) & ((v.x > minEnX - frame) & (v.x < minEnX + frame) & (v.y > minEnY - frame) & (v.y < minEnY + frame)):
mySide[v.type]+=v.durability
for j in enemyVehicleIds:
v=vehicleById[j]
if (v.x > minEnX - frame) & (v.x < minEnX + frame) & (v.y > minEnY - frame) & (v.y < minEnY + frame):
enSide[v.type]+=v.durability
for j in range(0,5):
for k in range(0,5):
myAttack+=attacks[j][k] * (mySide[j]/100) - enSide[k]
enAttack+=attacks[j][k] * (enSide[j]/100) - mySide[k]
#for f in world.facilities:
# if ( (f.top < minEnY - frame) | (f.top +64 > maxEnY + frame) | (f.left +64 < minEnX - frame) | (f.left > maxEnX + frame) ):
# sumFac+=1
# break
if ((wti>=15000)|((len(myVehicleIds)//2>len(enemyVehicleIds))&(game.fog_of_war_enabled == False))) & (round2) & (wti % 1000 <= 100):
aggrFlag = True
else:
if ((maxEnX - minEnX)!= 0) & ((maxEnY - minEnY) !=0):
if (sumMy>0) &(sumFac==0)& (((len(clustersX)/((maxEnX - minEnX) * (maxEnY - minEnY)))*10000) >2):
if (myAttack < enAttack):
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left = ' + str(minEnX - frame) + '; move.right = ' + str(maxEnX + frame) + '; move.top = ' + str(minEnY - frame) + '; move.bottom = ' + str(maxEnY + frame), 0, 'scale'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = '+ str(mu[i][0]) + ', ' + str(mu[i][1]) + '; move.factor = ' + str(scaleFactor), 1, 'scale'])
else:
for g in nearestGroups.keys():
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.group = ' + str(g), 0, 'scale'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = '+ str(mu[i][0]) + ', ' + str(mu[i][1]) + '; move.factor = 0.1', 1, 'scale'])
#Аггр мод - собираем 4 кучи и идем на 4 кластера врага
if aggrFlag:
j = 0
while len(movements)>j:
if (movements[j][2] == 'stuck')&(movements[j][1] == 0):
movements.pop(j)
movements.pop(j)
else:
j+=1
j = 0
while len(movements)>j:
if (movements[j][2] == 'scale')&(movements[j][1] == 0):
movements.pop(j)
movements.pop(j)
else:
j+=1
j = 0
while len(movements)>j:
if (movements[j][2] == 'aggrMode')&(movements[j][1] == 0):
for k in range(0,18):
movements.pop(j)
else:
j+=1
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 0,511,0,511', 0, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = 256,511; move.factor = 0.1', 17, 'aggrMode'])
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,0,511', 16, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = 768,511; move.factor = 0.1', 15, 'aggrMode'])
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 0,511,512,1023', 14, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = 256,512; move.factor = 0.1', 13, 'aggrMode'])
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,512,1023', 12, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = 768,512; move.factor = 0.1', 11, 'aggrMode'])
movements.append(['pause',10,'aggrMode',100])
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 0,511,0,511', 9, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[0][0]) + ', ' + str(mu[0][1]), 8, 'aggrMode'])
if len(mu)>=2:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,0,511', 7, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[1][0]) + ', ' + str(mu[1][1]), 6, 'aggrMode'])
else:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,0,511', 7, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[0][0]) + ', ' + str(mu[0][1]), 6, 'aggrMode'])
if len(mu)>=3:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 0,511,512,1023', 5, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[2][0]) + ', ' + str(mu[2][1]), 4, 'aggrMode'])
else:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 0,511,512,1023', 5, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[0][0]) + ', ' + str(mu[0][1]), 4, 'aggrMode'])
if len(mu)>=4:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,512,1023', 3, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[3][0]) + ', ' + str(mu[3][1]), 2, 'aggrMode'])
else:
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.left, move.right, move.top, move.bottom = 512,1023,512,1023', 3, 'aggrMode'])
movements.append(['move.action = ActionType.SCALE; move.factor = 0.1; move.x, move.y = '+ str(mu[0][0]) + ', ' + str(mu[0][1]), 2, 'aggrMode'])
movements.append(['pause',1,'aggrMode',600])
if (wti == 800) & (len(enemyVehicleIds)==0):
movements.append(['move.action = ActionType.CLEAR_AND_SELECT; move.vehicle_type = VehicleType.FIGHTER; move.right = world.width; move.bottom = world.height',0,'total_scouts'])
movements.append(['move.action = ActionType.SCALE; move.x, move.y = 512, 512; move.factor = 1.5',1,'total_scouts'])
#Двигаемся
if me.remaining_action_cooldown_ticks == 0:
if movements:
if movements[0][0] == 'pause':
movements[0][3] -= 1
if movements[0][3]<=1:
movements.pop(0)
else:
exec(movements.pop(0)[0])