def find_optimal_decision(our_hand, their_hand, decisions, num_epochs=NUM_EPOCHS):
decision_to_ev = dict()
for decision in decisions:
tmp_ofc_hand = OfcHand(
our_hand.top.row,
our_hand.middle.row,
our_hand.bottom.row,
)
for placement in decision.placements:
if placement.row == Row.TOP:
tmp_ofc_hand.add_top(placement.card)
elif placement.row == Row.MIDDLE:
tmp_ofc_hand.add_middle(placement.card)
elif placement.row == Row.BOTTOM:
tmp_ofc_hand.add_bottom(placement.card)
else:
raise AssertionError("wtf")
hand_ev_estimator = HandEvEstimator(
our_ofc_hand=tmp_ofc_hand,
their_ofc_hand=their_hand,
dead_cards=decision.dead_cards,
)
ev = hand_ev_estimator.estimate(num_epochs=num_epochs)
decision_to_ev[tuple(decision.placements)] = ev
return decision_to_ev
def _create_ofc_hand(top, middle, bottom):
ofc_hand = OfcHand()
for c in parse_cards(top.split(" ")):
ofc_hand.add_top(c)
for c in parse_cards(middle.split(" ")):
ofc_hand.add_middle(c)
for c in parse_cards(bottom.split(" ")):
ofc_hand.add_bottom(c)
return ofc_hand
def test_ofc_hand_golden():
ofc_hand = OfcHand()
for c in parse_cards(["2c", "2d", "2h"]):
ofc_hand.add_top(c)
for c in parse_cards(["6h", "6d", "6c", "6s", "As"]):
ofc_hand.add_middle(c)
for c in parse_cards(["8h", "8d", "8c", "8s", "9s"]):
ofc_hand.add_bottom(c)
assert ofc_hand.completed
def test_no_foul():
ofc_hand = OfcHand()
for c in parse_cards(["2c", "2d", "2h"]):
ofc_hand.add_top(c)
for c in parse_cards(["6h", "6d", "6c", "6s", "As"]):
ofc_hand.add_middle(c)
for c in parse_cards(["8h", "8d", "8c", "8s", "9s"]):
ofc_hand.add_bottom(c)
assert not ofc_hand.foul