class WinotaTester:
def __init__(self):
self.hand = Hand("decklists/winota.txt")
self.trials = 0
self.castWinotaHits = 0
self.noWinotaTrigger = 0
self.castWinotaMiss = 0
self.iterations = 100000
self.cardsDrawn = 7
self.AllHits = 0
def checkWinotaTrigger(self):
winotaTrigger = []
for i in range(6):
winotaTrigger.append(self.hand.deck[self.hand.draw_card()])
return 'human' in winotaTrigger
def run(self):
for i in range(self.iterations):
if i % 5000 == 0:
print(str(i) + " of " + str(self.iterations))
self.trials += 1
self.hand.new_hand(self.cardsDrawn)
numLands = self.hand.count_of('land')
winotaDrawn = self.hand.contains('winota')
goblinDrawn = self.hand.contains('goblin')
wouldHit = self.checkWinotaTrigger()
if numLands < 4 or not winotaDrawn or not goblinDrawn:
self.noWinotaTrigger += 1
elif wouldHit:
self.castWinotaHits += 1
else:
self.castWinotaMiss += 1
if wouldHit:
self.AllHits += 1
self.printResults()
def printResults(self):
print("Trials " + str(self.trials))
misses = self.trials - self.AllHits
hitRate = self.AllHits / self.trials
print ("All Hits: " + str(self.AllHits) + " All Miss: " + str(misses) + " All Hit rate: " + str(hitRate))
realHitRate = self.castWinotaHits / (self.castWinotaHits + self.castWinotaMiss)
print ("Real Hits: " + str(self.castWinotaHits) + " Real Miss: " + str(self.castWinotaMiss) + " Real Hit rate: " + str(realHitRate))
hand_counts = np.zeros(((starting_size + 1) - mullto, len(hand_types)))
totals = np.zeros((starting_size + 1) - mullto)
land_names = [
"Cavern of Souls", "Sea Gate Wreckage", "Wastes", "Eldrazi Temple",
"Urza's Mine", "Urza's Power Plant", "Urza's Tower", "Ghost Quarter"
]
for i in range(iterations):
flag = False
early_flag = False
for j in range(0, (starting_size + 1) - mullto):
hand.new_hand(starting_size - j)
tron = hand.has_tron()
lands = hand.count_of(land_names)
has_TKS = hand.contains("Thought-Knot Seer")
has_Reshaper = hand.contains("Matter Reshaper")
has_Chalice = hand.contains("Chalice of the Void")
temples = hand.count_of("Eldrazi Temple")
has_Map = float(hand.count_of("Expedition Map") > 0 and lands >= 2)
has_Stone = hand.contains("Mind Stone")
t3_TKS = has_TKS * (((has_Map or (temples > 0)) * (lands >= 2)) or
(has_Stone * (lands >= 3)))
# tron, Chalice + lands, t3 TKS, t2 Reshaper, 2 temples and any spell
results = np.array([
tron, has_Chalice * (lands >= 2), t3_TKS,
has_Reshaper * (temples > 0) * (lands >= 2),
(temples + has_Map * (lands >= 2) >= 2) * (lands < (7 - j))
])
zero_creatures = ["Memnite", "Ornithopter"]
zero_others = "Welding Jar"
ones = ["Signal Pest", "Vault Skirge"]
twos = ["Arcbound Ravager", "Cranial Plating", "Steel Overseer"]
threes = ["Etched Champion", "Master of Etherium"]
lands = [
"Darksteel Citadel", "Spire of Industry", "Glimmervoid", "Inkmoth Nexus",
"Blinkmoth Nexus", "Island"
]
for i in range(iterations):
for j in range(0, (starting_size + 1) - mullto):
hand.new_hand(starting_size - j)
count_opal = hand.count_of("Mox Opal")
count_lands = hand.count_of(lands)
has_drum = hand.contains("Springleaf Drum")
count_zero_creatures = hand.count_of(zero_creatures)
count_zeros = count_zero_creatures + hand.count_of(
zero_others) + hand.contains("Darksteel Citadel")
count_ones = hand.count_of(ones) + has_drum * 1
has_two = hand.contains(twos)
has_three = hand.contains(threes)
t1_opal = (count_zeros >= 2) or (has_drum and
(count_zero_creatures > 0) and
(count_lands > 0))
t1_pay_opal = (count_ones > 0) and (count_zeros > 0) and (count_lands >
0)
t1_mana = count_opal * t1_opal + (count_lands > 0) + (
