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@andriihomiak
Created June 3, 2018 11:41
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{
"cells": [
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# stores ad+bc occurences\n",
"saves = {}"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# decorator for caching\n",
"def memoize(f):\n",
" cache = {}\n",
" def wrapper(a, b):\n",
" if a > b:\n",
" a, b = b, a\n",
" if str((a, b)) not in cache:\n",
" cache[str((a, b))] = f(a, b)\n",
" return cache[str((a, b))]\n",
" return wrapper"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# used for ab+cd occurences\n",
"def save(i):\n",
" global saves\n",
" if not i in saves:\n",
" saves[i] = 0\n",
" saves[i] += 1\n",
" return i"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# decorator for transforming values to strings\n",
"def to_str(f):\n",
" def wrapper(x, y):\n",
" return f(str(x), str(y))\n",
" return wrapper"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# decorator for passing aligned strings\n",
"def align(f):\n",
" @to_str\n",
" def wrapper(x, y):\n",
" x_l = len(x)\n",
" y_l = len(y)\n",
" if(max(x_l, y_l) != 1):\n",
" mask = ((max(x_l, y_l) + 1) // 2 * 2) * \"0\"\n",
" x, y = (mask[:-x_l] + str(x), mask[:-y_l] + str(y))\n",
" return f(x, y)\n",
" return wrapper"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"@memoize\n",
"@align\n",
"def karazuba(x_s, y_s):\n",
" n = len(x_s)\n",
" if(max(len(str(int(x_s))), len(str(int(y_s)))) == 1): return int(x_s) * int(y_s)\n",
" split = lambda num_s: (int(num_s[:n//2]), int(num_s[n//2:]))\n",
" a, b = split(x_s)\n",
" c, d = split(y_s)\n",
" return 10 ** n * karazuba(a, c) + 10 ** (n // 2) * save(karazuba(a + b, c + d) - karazuba(a, c) - karazuba(b, d)) + karazuba(b, d)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"612034229974193771933365616245752393583275"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x = 79623957692385689235\n",
"y = 7686558765876587657865\n",
"karazuba(x, y)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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