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#!/usr/bin/env python
import numpy as np
from scipy.ndimage import convolve
with open("day11.txt") as data:
octopi = np.array([list(map(int, line.strip())) for line in data])
neighbors = np.ones((3,3), dtype=int)
step = 0
flashes = 0
while True:
octopi += 1
flashed = np.zeros_like(octopi, dtype=bool)
while (flashing := ((octopi > 9) & ~flashed)).any():
octopi += convolve(flashing.astype(int), neighbors, mode='constant')
flashed |= flashing
octopi[flashed] = 0
flashes += flashed.sum()
step += 1
if step == 100:
print(flashes)
if np.all(octopi == 0):
print(step)
break
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