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mirror of https://github.com/gsi-upm/soil synced 2024-11-14 15:32:29 +00:00
soil/examples/Untitled.ipynb
J. Fernando Sánchez f811ee18c5 WIP
2022-10-06 15:49:19 +02:00

80809 lines
3.3 MiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The autoreload extension is already loaded. To reload it, use:\n",
" %reload_ext autoreload\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"import soil\n",
"import networkx as nx\n",
" \n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"# To display plots in the notebook\n",
"%pylab inline\n",
"\n",
"from soil import *"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"evodumb = analysis.read_data('newsspread/soil_output/Sim_all_dumb/')"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('newsspread/soil_output/Sim_all_dumb/Sim_all_dumb.dumped.yml',\n",
" key SEED has_tv \\\n",
" agent_id env 0 1 10 100 101 102 103 \n",
" t_step \n",
" 0 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 1 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 2 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 3 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 4 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 6 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 7 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 8 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 10 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 11 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 12 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 14 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 15 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 16 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 18 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 19 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 20 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 22 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 23 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 24 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 25 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 26 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 27 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" 29 NoneSim_all_dumb_trial_0 True True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
" agent_id 104 105 ... 91 92 93 94 95 96 97 98 \n",
" t_step ... \n",
" 0 True True ... 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 \n",
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" \n",
" key \n",
" agent_id 99 env \n",
" t_step \n",
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" \n",
" [24 rows x 2003 columns],\n",
" {'default_state': {},\n",
" 'dir_path': 'soil_output/Sim_all_dumb',\n",
" 'dry_run': False,\n",
" 'dump': [],\n",
" 'environment_agents': [],\n",
" 'environment_params': {'prob_neighbor_spread': 0.0, 'prob_tv_spread': 0.01},\n",
" 'interval': 1,\n",
" 'load_module': 'newsspread',\n",
" 'max_time': 30,\n",
" 'name': 'Sim_all_dumb',\n",
" 'network_agents': [{'agent_class': 'DumbViewer',\n",
" 'state': {'has_tv': False},\n",
" 'weight': 1},\n",
" {'agent_class': 'DumbViewer', 'state': {'has_tv': True}, 'weight': 1}],\n",
" 'network_params': {'generator': 'barabasi_albert_graph', 'm': 5, 'n': 500},\n",
" 'num_trials': 50,\n",
" 'seed': 'None',\n",
" 'states': [],\n",
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" 13 NoneSim_all_dumb_trial_12 True True True True True True \n",
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" 24 NoneSim_all_dumb_trial_12 True True True True True True \n",
" 26 NoneSim_all_dumb_trial_12 True True True True True True \n",
" 28 NoneSim_all_dumb_trial_12 True True True True True True \n",
" 29 NoneSim_all_dumb_trial_12 True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
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" \n",
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" key SEED has_tv \\\n",
" agent_id env 0 1 10 100 101 102 103 \n",
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" 1 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 2 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 4 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 5 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 6 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 7 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 8 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 9 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 10 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 12 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 14 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 16 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 17 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 18 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 19 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 21 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 22 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 23 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 25 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 26 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 27 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" 28 NoneSim_all_dumb_trial_2 True True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
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" \n",
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" 16 NoneSim_all_dumb_trial_23 True True True True True True \n",
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" 24 NoneSim_all_dumb_trial_23 True True True True True True \n",
" 25 NoneSim_all_dumb_trial_23 True True True True True True \n",
" 26 NoneSim_all_dumb_trial_23 True True True True True True \n",
" 27 NoneSim_all_dumb_trial_23 True True True True True True \n",
" 28 NoneSim_all_dumb_trial_23 True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
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" 26 NoneSim_all_dumb_trial_24 True True True True True True \n",
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" 26 NoneSim_all_dumb_trial_27 True True True True True True \n",
" 27 NoneSim_all_dumb_trial_27 True True True True True True \n",
" 28 NoneSim_all_dumb_trial_27 True True True True True True \n",
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" \n",
" key ... prob_tv_spread \\\n",
" agent_id 103 104 105 ... 91 92 93 94 95 96 97 \n",
" t_step ... \n",
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" \n",
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" \n",
" [28 rows x 2003 columns],\n",
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" 27 NoneSim_all_dumb_trial_30 True True True True True True \n",
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" key SEED has_tv \\\n",
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" 3 NoneSim_all_dumb_trial_34 True True True True True True \n",
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" 14 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 15 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 16 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 17 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 18 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 19 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 20 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 21 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 22 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 23 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 25 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 26 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 27 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 28 NoneSim_all_dumb_trial_34 True True True True True True \n",
" 29 NoneSim_all_dumb_trial_34 True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
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" \n",
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" \n",
" [25 rows x 2003 columns],\n",
" {'default_state': {},\n",
" 'dir_path': 'soil_output/Sim_all_dumb',\n",
" 'dry_run': False,\n",
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" \n",
" key ... prob_tv_spread \\\n",
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" \n",
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" 24 NoneSim_all_dumb_trial_46 True True True True True True \n",
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" 29 NoneSim_all_dumb_trial_7 True True True True True True True \n",
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" 17 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 18 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 19 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 20 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 21 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 22 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 23 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 24 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 26 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 27 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" 28 NoneSim_all_dumb_trial_8 True True True True True True True \n",
" \n",
" key ... prob_tv_spread \\\n",
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" 9 NoneSim_all_dumb_trial_9 True True True True True True True \n",
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" 11 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 12 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 13 NoneSim_all_dumb_trial_9 True True True True True True True \n",
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" 15 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 17 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 18 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 19 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 20 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 21 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 22 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 24 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 25 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 26 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 28 NoneSim_all_dumb_trial_9 True True True True True True True \n",
" 29 NoneSim_all_dumb_trial_9 True True True True True True True \n",
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