soil/tests/test_config.py

from unittest import TestCase
import os
import yaml
import copy
from os.path import join

from soil import simulation, serialization, config, network, agents, utils

ROOT = os.path.abspath(os.path.dirname(__file__))
EXAMPLES = join(ROOT, "..", "examples")

FORCE_TESTS = os.environ.get("FORCE_TESTS", "")


def isequal(a, b):
    if isinstance(a, dict):
        for (k, v) in a.items():
            if v:
                isequal(a[k], b[k])
            else:
                assert not b.get(k, None)
        return
    assert a == b


class TestConfig(TestCase):
    def test_conversion(self):
        expected = serialization.load_file(join(ROOT, "complete_converted.yml"))[0]
        old = serialization.load_file(join(ROOT, "old_complete.yml"))[0]
        converted_defaults = config.convert_old(old, strict=False)
        converted = converted_defaults.dict(exclude_unset=True)

        isequal(converted, expected)

    def test_configuration_changes(self):
        """
        The configuration should not change after running
         the simulation.
        """
        config = serialization.load_file(join(EXAMPLES, "complete.yml"))[0]
        s = simulation.from_config(config)
        init_config = copy.copy(s.to_dict())

        s.run_simulation(dry_run=True)
        nconfig = s.to_dict()
        # del nconfig['to
        isequal(init_config, nconfig)

    def test_topology_config(self):
        netconfig = config.NetConfig(**{"path": join(ROOT, "test.gexf")})
        net = network.from_config(netconfig, dir_path=ROOT)
        assert len(net.nodes) == 2
        assert len(net.edges) == 1

    def test_env_from_config(self):
        """
        Simple configuration that tests that the graph is loaded, and that
        network agents are initialized properly.
        """
        cfg = {
            "name": "CounterAgent",
            "network_params": {"path": join(ROOT, "test.gexf")},
            "agent_class": "CounterModel",
            # 'states': [{'times': 10}, {'times': 20}],
            "max_time": 2,
            "dry_run": True,
            "num_trials": 1,
            "environment_params": {},
        }
        conf = config.convert_old(cfg)
        s = simulation.from_config(conf)

        env = s.get_env()
        assert len(env.G.nodes) == 2
        assert len(env.G.edges) == 1
        assert len(env.agents) == 2
        assert env.agents[0].G == env.G

    def test_agents_from_config(self):
        """We test that the known complete configuration produces
        the right agents in the right groups"""
        cfg = serialization.load_file(join(ROOT, "complete_converted.yml"))[0]
        s = simulation.from_config(cfg)
        env = s.get_env()
        assert len(env.G.nodes) == 4
        assert len(env.agents(group="network")) == 4
        assert len(env.agents(group="environment")) == 1

    def test_yaml(self):
        """
        The YAML version of a newly created configuration should be equivalent
        to the configuration file used.
        Values not present in the original config file should have reasonable
        defaults.
        """
        with utils.timer("loading"):
            config = serialization.load_file(join(EXAMPLES, "complete.yml"))[0]
            s = simulation.from_config(config)
        with utils.timer("serializing"):
            serial = s.to_yaml()
        with utils.timer("recovering"):
            recovered = yaml.load(serial, Loader=yaml.FullLoader)
        for (k, v) in config.items():
            assert recovered[k] == v


def make_example_test(path, cfg):
    def wrapped(self):
        root = os.getcwd()
        print(path)
        s = simulation.from_config(cfg)
        iterations = s.max_time * s.num_trials
        if iterations > 1000:
            s.max_time = 100
            s.num_trials = 1
        if cfg.skip_test and not FORCE_TESTS:
            self.skipTest('Example ignored.')
        envs = s.run_simulation(dry_run=True)
        assert envs
        for env in envs:
            assert env
            try:
                n = cfg.model_params['topology']['params']['n']
                assert len(list(env.network_agents)) == n
                assert env.now > 0  # It has run
                assert env.now <= cfg.max_time  # But not further than allowed
            except KeyError:
                pass

    return wrapped


def add_example_tests():
    for config, path in serialization.load_files(
        join(EXAMPLES, "*", "*.yml"),
        join(EXAMPLES, "*.yml"),
    ):
        p = make_example_test(path=path, cfg=config)
        fname = os.path.basename(path)
        p.__name__ = "test_example_file_%s" % fname
        p.__doc__ = "%s should be a valid configuration" % fname
        setattr(TestConfig, p.__name__, p)
        del p


add_example_tests()