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@vlad-bezden
Created April 25, 2017 11:38
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Example of Chaining and Permutation/Crossproduct using list comprehension in Python
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"cars = [['Mustang', 'GT'],\n",
" ['Explorer', 'Expedition'], \n",
" ['F-150', 'Super Duty']]"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# chaining example\n",
"chaining = [car.upper()\n",
" for category in cars\n",
" for car in category]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['MUSTANG', 'GT', 'EXPLORER', 'EXPEDITION', 'F-150', 'SUPER DUTY']\n"
]
}
],
"source": [
"print(chaining)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# permutation/crossproduct\n",
"permutations = [(car, year)\n",
" for car in chaining\n",
" for year in range(2015, 2017)]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('MUSTANG', 2015), ('MUSTANG', 2016), ('GT', 2015), ('GT', 2016), ('EXPLORER', 2015), ('EXPLORER', 2016), ('EXPEDITION', 2015), ('EXPEDITION', 2016), ('F-150', 2015), ('F-150', 2016), ('SUPER DUTY', 2015), ('SUPER DUTY', 2016)]\n"
]
}
],
"source": [
"print(permutations)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# ordering in permutation matters\n",
"permutations2 = [(car, year)\n",
" for year in range(2015, 2017)\n",
" for car in chaining]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('MUSTANG', 2015), ('GT', 2015), ('EXPLORER', 2015), ('EXPEDITION', 2015), ('F-150', 2015), ('SUPER DUTY', 2015), ('MUSTANG', 2016), ('GT', 2016), ('EXPLORER', 2016), ('EXPEDITION', 2016), ('F-150', 2016), ('SUPER DUTY', 2016)]\n"
]
}
],
"source": [
"print(permutations2)"
]
}
],
"metadata": {
"celltoolbar": "Raw Cell Format",
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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"version": "3.6.1"
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