Seongbeom Park 7abab70efb optimize memo
Verifying solution...
All test cases passed. Use submit solution.py to submit your solution
2022-02-19 03:56:45 +09:00

88 lines
6.0 KiB
Python

import numpy as np
def solution(g):
#print_grid(g)
grid = np.array(g)
#print grid
height, width = grid.shape
#print height, width
memo = {}
prev_cases = {i:1 for i in range(2**(height+1))}
#for i in range(2**(height+1)):
# prev_cases[i] = 1
# memo[i] = {j:calculate_c_column(i, j, height) for j in range(2**(height+1))}
#print memo
#print prev_cases
for column in range(width):
cases = {}
c = list_to_int(grid[:,column])
#print grid[:,column], list_to_int(grid[:,column])
for i in prev_cases.keys():
if not i in memo:
memo[i] = {}
if not c in memo[i]:
memo[i][c] = [j for j in range(2**(height+1)) if calculate_c_column(i, j, height) == c]
for j in memo[i][c]:
if not j in cases:
cases[j] = 0
if i in prev_cases:
cases[j] += prev_cases[i]
#print cases
prev_cases = cases
return sum(prev_cases.values())
def print_grid(g):
for row in g:
line = ""
for elem in row:
if elem:
line+="O"
else:
line+="."
print line
def calculate_c_column(i, j, length):
mask = 2**length-1
multiple_ones = ((i&j)|((i&j)>>1)) & mask
odd_ones = ((i^j)^((i^j)>>1)) & mask
single_one = (~multiple_ones & odd_ones) & mask
#print ' '.join(('{:0'+str(length)+'b}').format(k) for k in [i, j]), ' '.join(('{:0'+str(length-1)+'b}').format(k) for k in [multiple_ones, odd_ones, single_one])
return single_one
#l=3
#memo = {}
#for i in range(2**(l-1)):
# memo[i] = 0
#for i in range(2**l):
# for j in range(2**l):
# t = calculate_c_column(i, j, l)
# memo[t] += 1
#print memo
#exit(0)
def list_to_int(l):
value = 0
for v in l:
value |= v
value <<= 1
return value >> 1
tests = [
([[True, True, False, True, False, True, False, True, True, False], [True, True, False, False, False, False, True, True, True, False], [True, True, False, False, False, False, False, False, False, True], [False, True, False, False, False, False, True, True, False, False]], 11567),
([[True, False, True], [False, True, False], [True, False, True]], 4),
([[True, False, True, False, False, True, True, True], [True, False, True, False, False, False, True, False], [True, True, True, False, False, False, True, False], [True, False, True, False, False, False, True, False], [True, False, True, False, False, True, True, True]] ,254),
([[True]], 4),
([[False]], 12),
([[True, True]], 6),
([[True, False]], 10),
([[False, True]], 10),
([[False, False]], 38),
#([[True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False]], 1),
]
for (i, o) in tests:
result = solution(i)
print(i, result == o, result, o)