Created
February 6, 2018 22:24
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import numpy as np\n", | |
"import random" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 32, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[6, 10, 7, 13]" | |
] | |
}, | |
"execution_count": 32, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"albums = [random.randrange(5, 15) for _ in xrange(4)]\n", | |
"albums" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 43, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(array([[0, 0, 0, 0],\n", | |
" [1, 0, 0, 0],\n", | |
" [1, 0, 0, 0],\n", | |
" [1, 0, 0, 0],\n", | |
" [1, 0, 0, 0],\n", | |
" [0, 2, 0, 0],\n", | |
" [1, 2, 0, 4],\n", | |
" [1, 0, 0, 4],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 0, 0, 4],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 0, 0, 0],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 0, 0, 4],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 0, 0, 0],\n", | |
" [0, 2, 0, 4],\n", | |
" [0, 0, 3, 4],\n", | |
" [0, 2, 3, 4],\n", | |
" [0, 0, 3, 4],\n", | |
" [0, 2, 3, 0],\n", | |
" [0, 0, 3, 0],\n", | |
" [0, 0, 3, 0],\n", | |
" [0, 0, 3, 0],\n", | |
" [0, 0, 0, 0]]),\n", | |
" array([1, 1, 1, 1, 2, 1, 2, 4, 1, 4, 2, 4, 4, 2, 4, 2, 4, 4, 2, 4, 2, 4, 2,\n", | |
" 4, 3, 4, 2, 3, 4, 3, 4, 2, 3, 3, 3, 3]))" | |
] | |
}, | |
"execution_count": 43, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"def stretch_shuffle(albums):\n", | |
" space = max(albums) * 2\n", | |
" mat = np.zeros((space, len(albums)), dtype=int)\n", | |
" for e, album in enumerate(albums, start=1):\n", | |
" start = random.randrange(space - album)\n", | |
" stop = random.randrange(start + album, space)\n", | |
" step = float(stop - start) / album\n", | |
" indices = np.arange(start, stop, step).astype(int)\n", | |
" assert len(indices) == len(set(indices)) == album\n", | |
" mat[indices,e - 1] = e\n", | |
" flat = mat.reshape(-1)\n", | |
" return mat, flat[flat > 0]\n", | |
"\n", | |
"stretch_shuffle(albums)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.14" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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