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soil/tests/test_exporters.py
J. Fernando Sánchez feab0ba79e Large set of changes for v0.30
The examples weren't being properly tested in the last commit. When we fixed
that a lot of bugs in the new implementation of environment and agent were
found, which accounts for most of these changes.

The main difference is the mechanism to load simulations from a configuration
file. For that to work, we had to rework our module loading code in
`serialization` and add a `source_file` attribute to configurations (and
simulations, for that matter).
2023-04-14 19:41:24 +02:00

121 lines
3.6 KiB
Python

import os
import io
import tempfile
import shutil
import sqlite3
from unittest import TestCase
from soil import exporters
from soil import environment
from soil import simulation
from soil import agents
from mesa import Agent as MesaAgent
class Dummy(exporters.Exporter):
started = False
trials = 0
ended = False
total_time = 0
called_start = 0
called_trial = 0
called_end = 0
def sim_start(self):
self.__class__.called_start += 1
self.__class__.started = True
def trial_end(self, env):
assert env
self.__class__.trials += 1
self.__class__.total_time += env.now
self.__class__.called_trial += 1
def sim_end(self):
self.__class__.ended = True
self.__class__.called_end += 1
class Exporters(TestCase):
def test_basic(self):
# We need to add at least one agent to make sure the scheduler
# ticks every step
class SimpleEnv(environment.Environment):
def init(self):
self.add_agent(agent_class=MesaAgent)
num_trials = 5
max_time = 2
s = simulation.Simulation(num_trials=num_trials, max_time=max_time, name="exporter_sim",
dump=False, model=SimpleEnv)
for env in s.run_simulation(exporters=[Dummy], dump=False):
assert len(env.agents) == 1
assert Dummy.started
assert Dummy.ended
assert Dummy.called_start == 1
assert Dummy.called_end == 1
assert Dummy.called_trial == num_trials
assert Dummy.trials == num_trials
assert Dummy.total_time == max_time * num_trials
def test_writing(self):
"""Try to write CSV, sqlite and YAML (without no_dump)"""
n_trials = 5
n_nodes = 4
max_time = 2
config = {
"name": "exporter_sim",
"model_params": {
"network_generator": "complete_graph",
"network_params": {"n": n_nodes},
"agent_class": "CounterModel",
},
"max_time": max_time,
"num_trials": n_trials,
"dump": True,
}
output = io.StringIO()
s = simulation.from_config(config)
tmpdir = tempfile.mkdtemp()
envs = s.run_simulation(
exporters=[
exporters.default,
exporters.csv,
],
model_params={
"agent_reporters": {"times": "times"},
"model_reporters": {
"constant": lambda x: 1,
},
},
dump=True,
outdir=tmpdir,
exporter_params={"copy_to": output},
)
result = output.getvalue()
simdir = os.path.join(tmpdir, s.group or "", s.name)
with open(os.path.join(simdir, "{}.dumped.yml".format(s.name))) as f:
result = f.read()
assert result
try:
for e in envs:
dbpath = os.path.join(simdir, f"{s.name}.sqlite")
db = sqlite3.connect(dbpath)
cur = db.cursor()
agent_entries = cur.execute("SELECT times FROM agents WHERE times > 0").fetchall()
env_entries = cur.execute("SELECT constant from env WHERE constant == 1").fetchall()
assert len(agent_entries) == n_nodes * n_trials * max_time
assert len(env_entries) == n_trials * max_time
with open(os.path.join(simdir, "{}.env.csv".format(e.id))) as f:
result = f.read()
assert result
finally:
shutil.rmtree(tmpdir)