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soil/tests/test_stats.py
J. Fernando Sánchez 05f7f49233 Refactoring v0.15.1
See CHANGELOG.md for a full list of changes

* Removed nxsim
* Refactored `agents.NetworkAgent` and `agents.BaseAgent`
* Refactored exporters
* Added stats to history
2020-11-19 23:58:47 +01:00

35 lines
1.2 KiB
Python

from unittest import TestCase
from soil import simulation, stats
from soil.utils import unflatten_dict
class Stats(TestCase):
def test_distribution(self):
'''The distribution exporter should write the number of agents in each state'''
config = {
'name': 'exporter_sim',
'network_params': {
'generator': 'complete_graph',
'n': 4
},
'agent_type': 'CounterModel',
'max_time': 2,
'num_trials': 5,
'environment_params': {}
}
s = simulation.from_config(config)
for env in s.run_simulation(stats=[stats.distribution]):
pass
# stats_res = unflatten_dict(dict(env._history['stats', -1, None]))
allstats = s.get_stats()
for stat in allstats:
assert 'count' in stat
assert 'mean' in stat
if 'trial_id' in stat:
assert stat['mean']['neighbors'] == 3
assert stat['count']['total']['4'] == 4
else:
assert stat['count']['count']['neighbors']['3'] == 20
assert stat['mean']['min']['neighbors'] == stat['mean']['max']['neighbors']