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drvinceknight/Using Lookerup.ipynb

Created October 17, 2017 08:26
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Using Lookerup.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import itertools # I'm going to use itertools just to get the full set of possible plays\n",
"import random # Just using this to randomly pick C or D for the purpose of the example\n",
"\n",
"import axelrod as axl\n",
"assert axl.__version__ == \"3.8.1\" # Just confirming the version this works for"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We will use the `LookerUp` class:"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"axelrod.strategies.lookerup.LookerUp"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"axl.LookerUp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let me build up the inputs"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"C, D = axl.Action.C, axl.Action.D\n",
"player_histories = itertools.product((C, D), repeat=3)\n",
"opponent_histories = itertools.product((C, D), repeat=3)\n",
"both_histories = itertools.product(player_histories, opponent_histories)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"plays = [axl.lookerup.Plays(self_plays=self_plays, op_plays=op_plays, op_openings=()) \n",
" for self_plays, op_plays in both_histories]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I'm going to create some random action for each set of plays."
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{Plays(self_plays=(D, D, C), op_plays=(C, D, D), op_openings=()): C,\n",
" Plays(self_plays=(D, C, D), op_plays=(C, C, C), op_openings=()): C,\n",
" Plays(self_plays=(D, D, C), op_plays=(D, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(C, D, D), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(C, C, D), op_openings=()): C,\n",
" Plays(self_plays=(C, D, D), op_plays=(D, C, C), op_openings=()): D,\n",
" Plays(self_plays=(D, D, C), op_plays=(D, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(D, D, D), op_openings=()): C,\n",
" Plays(self_plays=(D, C, D), op_plays=(D, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, D, D), op_plays=(C, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, D), op_plays=(D, D, C), op_openings=()): C,\n",
" Plays(self_plays=(C, C, D), op_plays=(C, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(C, C, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(D, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(D, D, D), op_plays=(C, C, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, C), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(C, D, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, C), op_plays=(D, D, C), op_openings=()): C,\n",
" Plays(self_plays=(C, C, C), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(C, C, C), op_openings=()): D,\n",
" Plays(self_plays=(D, C, C), op_plays=(C, C, C), op_openings=()): D,\n",
" Plays(self_plays=(D, C, D), op_plays=(C, D, C), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(C, C, C), op_plays=(D, D, C), op_openings=()): D,\n",
" Plays(self_plays=(D, D, D), op_plays=(D, D, D), op_openings=()): C,\n",
" Plays(self_plays=(D, C, D), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, C), op_plays=(C, C, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, C), op_plays=(D, C, D), op_openings=()): D,\n",
" Plays(self_plays=(D, C, C), op_plays=(C, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, D), op_plays=(D, D, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(C, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, D), op_plays=(C, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, C), op_plays=(C, C, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(D, C, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(D, D, D), op_openings=()): D,\n",
" Plays(self_plays=(D, D, C), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(C, D, D), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, C), op_plays=(C, D, C), op_openings=()): D,\n",
" Plays(self_plays=(D, D, C), op_plays=(D, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(D, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(C, D, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, C), op_plays=(D, C, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, D), op_plays=(D, C, C), op_openings=()): C,\n",
" Plays(self_plays=(C, D, C), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(D, D, D), op_openings=()): D,\n",
" Plays(self_plays=(D, C, D), op_plays=(C, D, D), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(C, C, C), op_openings=()): D,\n",
" Plays(self_plays=(D, C, C), op_plays=(D, D, D), op_openings=()): C,\n",
" Plays(self_plays=(D, C, D), op_plays=(C, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(D, D, C), op_openings=()): C,\n",
" Plays(self_plays=(C, C, D), op_plays=(D, C, C), op_openings=()): C,\n",
" Plays(self_plays=(C, D, C), op_plays=(D, D, C), op_openings=()): D,\n",
" Plays(self_plays=(D, C, D), op_plays=(D, D, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(C, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, D), op_plays=(C, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, C, C), op_plays=(C, C, D), op_openings=()): D,\n",
" Plays(self_plays=(C, C, D), op_plays=(C, D, C), op_openings=()): C,\n",
" Plays(self_plays=(D, C, C), op_plays=(C, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(D, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(D, C, C), op_openings=()): D,\n",
" Plays(self_plays=(C, D, C), op_plays=(D, C, D), op_openings=()): C,\n",
" Plays(self_plays=(D, D, D), op_plays=(C, D, D), op_openings=()): C}"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"random.seed(0)\n",
"lookup_dict = {play: random.choice([C, D]) for play in plays}\n",
"lookup_dict"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"new_player = axl.LookerUp(lookup_dict=lookup_dict)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[(C, C),\n",
" (D, C),\n",
" (C, C),\n",
" (D, C),\n",
" (C, D),\n",
" (D, C),\n",
" (C, C),\n",
" (D, D),\n",
" (C, C),\n",
" (D, C)]"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"match = axl.Match((axl.Alternator(), new_player), turns=10)\n",
"match.play()"
]
}
],
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python [conda root]",
"language": "python",
"name": "conda-root-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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