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https://github.com/gsi-upm/soil
synced 2026-01-13 21:58:16 +00:00
WIP
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@@ -3,6 +3,7 @@ from unittest import TestCase
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import os
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import io
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import yaml
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import copy
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import pickle
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import networkx as nx
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from functools import partial
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@@ -11,8 +12,6 @@ from os.path import join
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from soil import (simulation, Environment, agents, serialization,
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utils)
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from soil.time import Delta
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from tsih import NoHistory, History
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ROOT = os.path.abspath(os.path.dirname(__file__))
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EXAMPLES = join(ROOT, '..', 'examples')
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@@ -79,9 +78,31 @@ class TestMain(TestCase):
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'environment_params': {
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}
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}
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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s.run_simulation(dry_run=True)
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def test_network_agent(self):
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"""
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The initial states should be applied to the agent and the
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agent should be able to update its state."""
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config = {
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'name': 'CounterAgent',
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'network_params': {
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'generator': nx.complete_graph,
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'n': 2,
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},
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'agent_type': 'CounterModel',
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'states': {
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0: {'times': 10},
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1: {'times': 20},
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},
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'max_time': 2,
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'num_trials': 1,
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'environment_params': {
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}
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}
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s = simulation.from_old_config(config)
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def test_counter_agent(self):
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"""
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The initial states should be applied to the agent and the
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@@ -98,41 +119,13 @@ class TestMain(TestCase):
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'environment_params': {
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}
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}
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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env = s.run_simulation(dry_run=True)[0]
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assert env.get_agent(0)['times', 0] == 11
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assert env.get_agent(0)['times', 1] == 12
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assert env.get_agent(1)['times', 0] == 21
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assert env.get_agent(1)['times', 1] == 22
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def test_counter_agent_history(self):
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"""
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The evolution of the state should be recorded in the logging agent
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"""
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config = {
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'name': 'CounterAgent',
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'network_params': {
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'path': join(ROOT, 'test.gexf')
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},
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'network_agents': [{
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'agent_type': 'AggregatedCounter',
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'weight': 1,
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'state': {'state_id': 0}
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}],
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'max_time': 10,
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'environment_params': {
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}
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}
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s = simulation.from_config(config)
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env = s.run_simulation(dry_run=True)[0]
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for agent in env.network_agents:
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last = 0
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assert len(agent[None, None]) == 10
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for step, total in sorted(agent['total', None]):
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assert total == last + 2
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last = total
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def test_custom_agent(self):
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"""Allow for search of neighbors with a certain state_id"""
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config = {
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@@ -148,7 +141,7 @@ class TestMain(TestCase):
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'environment_params': {
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}
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}
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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env = s.run_simulation(dry_run=True)[0]
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assert env.get_agent(1).count_agents(state_id='normal') == 2
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assert env.get_agent(1).count_agents(state_id='normal', limit_neighbors=True) == 1
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@@ -159,7 +152,7 @@ class TestMain(TestCase):
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config = serialization.load_file(join(EXAMPLES, 'torvalds.yml'))[0]
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config['network_params']['path'] = join(EXAMPLES,
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config['network_params']['path'])
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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env = s.run_simulation(dry_run=True)[0]
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for a in env.network_agents:
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skill_level = a.state['skill_level']
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@@ -178,19 +171,23 @@ class TestMain(TestCase):
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def test_yaml(self):
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"""
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The YAML version of a newly created simulation
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should be equivalent to the configuration file used
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The YAML version of a newly created configuration should be equivalent
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to the configuration file used.
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Values not present in the original config file should have reasonable
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defaults.
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"""
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with utils.timer('loading'):
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config = serialization.load_file(join(EXAMPLES, 'complete.yml'))[0]
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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with utils.timer('serializing'):
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serial = s.to_yaml()
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serial = s.config.to_yaml()
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with utils.timer('recovering'):
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recovered = yaml.load(serial, Loader=yaml.SafeLoader)
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with utils.timer('deleting'):
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del recovered['topology']
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assert config == recovered
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for (k, v) in config.items():
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assert recovered[k] == v
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# assert config == recovered
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def test_configuration_changes(self):
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"""
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@@ -198,26 +195,13 @@ class TestMain(TestCase):
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the simulation.
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"""
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config = serialization.load_file(join(EXAMPLES, 'complete.yml'))[0]
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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init_config = copy.copy(s.config)
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s.run_simulation(dry_run=True)
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nconfig = s.to_dict()
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del nconfig['topology']
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assert config == nconfig
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def test_row_conversion(self):
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env = Environment(history=True)
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env['test'] = 'test_value'
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res = list(env.history_to_tuples())
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assert len(res) == len(env.environment_params)
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env.schedule.time = 1
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env['test'] = 'second_value'
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res = list(env.history_to_tuples())
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assert env['env', 0, 'test' ] == 'test_value'
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assert env['env', 1, 'test' ] == 'second_value'
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nconfig = s.config
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# del nconfig['to
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assert init_config == nconfig
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def test_save_geometric(self):
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"""
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@@ -229,51 +213,15 @@ class TestMain(TestCase):
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f = io.BytesIO()
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env.dump_gexf(f)
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def test_nohistory(self):
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'''
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Make sure that no history(/sqlite) is used by default
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'''
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env = Environment(topology=nx.Graph(), network_agents=[])
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assert isinstance(env._history, NoHistory)
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def test_save_graph_history(self):
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'''
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The history_to_graph method should return a valid networkx graph.
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The state of the agent should be encoded as intervals in the nx graph.
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'''
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G = nx.cycle_graph(5)
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distribution = agents.calculate_distribution(None, agents.BaseAgent)
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env = Environment(topology=G, network_agents=distribution, history=True)
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env[0, 0, 'testvalue'] = 'start'
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env[0, 10, 'testvalue'] = 'finish'
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nG = env.history_to_graph()
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values = nG.nodes[0]['attr_testvalue']
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assert ('start', 0, 10) in values
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assert ('finish', 10, None) in values
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def test_save_graph_nohistory(self):
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'''
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The history_to_graph method should return a valid networkx graph.
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When NoHistory is used, only the last known value is known
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'''
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G = nx.cycle_graph(5)
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distribution = agents.calculate_distribution(None, agents.BaseAgent)
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env = Environment(topology=G, network_agents=distribution, history=False)
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env.get_agent(0)['testvalue'] = 'start'
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env.schedule.time = 10
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env.get_agent(0)['testvalue'] = 'finish'
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nG = env.history_to_graph()
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values = nG.nodes[0]['attr_testvalue']
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assert ('start', 0, None) not in values
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assert ('finish', 10, None) in values
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def test_serialize_class(self):
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ser, name = serialization.serialize(agents.BaseAgent)
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ser, name = serialization.serialize(agents.BaseAgent, known_modules=[])
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assert name == 'soil.agents.BaseAgent'
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assert ser == agents.BaseAgent
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ser, name = serialization.serialize(agents.BaseAgent, known_modules=['soil', ])
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assert name == 'BaseAgent'
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assert ser == agents.BaseAgent
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ser, name = serialization.serialize(CustomAgent)
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assert name == 'test_main.CustomAgent'
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assert ser == CustomAgent
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@@ -327,20 +275,6 @@ class TestMain(TestCase):
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assert converted[1]['agent_type'] == 'test_main.CustomAgent'
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pickle.dumps(converted)
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def test_pickle_agent_environment(self):
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env = Environment(name='Test', history=True)
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a = agents.BaseAgent(model=env, unique_id=25)
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a['key'] = 'test'
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pickled = pickle.dumps(a)
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recovered = pickle.loads(pickled)
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assert recovered.env.name == 'Test'
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assert list(recovered.env._history.to_tuples())
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assert recovered['key', 0] == 'test'
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assert recovered['key'] == 'test'
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def test_subgraph(self):
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'''An agent should be able to subgraph the global topology'''
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G = nx.Graph()
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@@ -371,7 +305,7 @@ class TestMain(TestCase):
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'num_trials': 50,
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'environment_params': {}
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}
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s = simulation.from_config(config)
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s = simulation.from_old_config(config)
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runs = list(s.run_simulation(dry_run=True))
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over = list(x.now for x in runs if x.now>2)
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assert len(runs) == config['num_trials']
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