mirror of
https://github.com/gsi-upm/soil
synced 2024-11-14 23:42:29 +00:00
32 lines
1.2 KiB
Python
32 lines
1.2 KiB
Python
|
import os
|
||
|
|
|
||
|
|
NUM_AGENTS = int(os.environ.get('NUM_AGENTS', 100))
|
||
|
|
NUM_ITERS = int(os.environ.get('NUM_ITERS', 10))
|
||
|
|
MAX_STEPS = int(os.environ.get('MAX_STEPS', 1000))
|
||
|
|
|
||
|
|
|
||
|
|
def run_sim(model, **kwargs):
|
||
|
|
from soil import Simulation
|
||
|
|
opts = dict(model=model,
|
||
|
|
dump=False,
|
||
|
|
num_processes=1,
|
||
|
|
parameters={'num_nodes': NUM_AGENTS,
|
||
|
|
"avg_node_degree": 3,
|
||
|
|
"initial_outbreak_size": 5,
|
||
|
|
"virus_spread_chance": 0.25,
|
||
|
|
"virus_check_frequency": 0.25,
|
||
|
|
"recovery_chance": 0.3,
|
||
|
|
"gain_resistance_chance": 0.1,
|
||
|
|
},
|
||
|
|
max_steps=MAX_STEPS,
|
||
|
|
iterations=NUM_ITERS)
|
||
|
|
opts.update(kwargs)
|
||
|
|
its = Simulation(**opts).run()
|
||
|
|
|
||
|
|
assert all(it.schedule.steps == MAX_STEPS for it in its)
|
||
|
|
ratios = list(it.resistant_susceptible_ratio() for it in its)
|
||
|
|
print("Max - Avg - Min ratio:", max(ratios), sum(ratios)/len(ratios), min(ratios))
|
||
|
|
assert all(sum([it.number_susceptible,
|
||
|
|
it.number_infected,
|
||
|
|
it.number_resistant]) == NUM_AGENTS for it in its)
|
||
|
|
return its
|