mirror of
https://github.com/gsi-upm/soil
synced 2024-11-25 20:32:29 +00:00
parent
7d1c800490
commit
497c8a55db
@ -4,6 +4,7 @@ import time
|
|||||||
import csv
|
import csv
|
||||||
import random
|
import random
|
||||||
import simpy
|
import simpy
|
||||||
|
import tempfile
|
||||||
from copy import deepcopy
|
from copy import deepcopy
|
||||||
from networkx.readwrite import json_graph
|
from networkx.readwrite import json_graph
|
||||||
|
|
||||||
@ -24,13 +25,16 @@ class SoilEnvironment(nxsim.NetworkEnvironment):
|
|||||||
seed=None,
|
seed=None,
|
||||||
dry_run=False,
|
dry_run=False,
|
||||||
dir_path=None,
|
dir_path=None,
|
||||||
|
topology=None,
|
||||||
*args, **kwargs):
|
*args, **kwargs):
|
||||||
self.name = name or 'UnnamedEnvironment'
|
self.name = name or 'UnnamedEnvironment'
|
||||||
if isinstance(states, list):
|
if isinstance(states, list):
|
||||||
states = dict(enumerate(states))
|
states = dict(enumerate(states))
|
||||||
self.states = deepcopy(states) if states else {}
|
self.states = deepcopy(states) if states else {}
|
||||||
self.default_state = deepcopy(default_state) or {}
|
self.default_state = deepcopy(default_state) or {}
|
||||||
super().__init__(*args, **kwargs)
|
if not topology:
|
||||||
|
topology = nx.Graph()
|
||||||
|
super().__init__(*args, topology=topology, **kwargs)
|
||||||
self._env_agents = {}
|
self._env_agents = {}
|
||||||
self.dry_run = dry_run
|
self.dry_run = dry_run
|
||||||
self.interval = interval
|
self.interval = interval
|
||||||
@ -41,7 +45,7 @@ class SoilEnvironment(nxsim.NetworkEnvironment):
|
|||||||
self.process(self.save_state())
|
self.process(self.save_state())
|
||||||
self.environment_agents = environment_agents or []
|
self.environment_agents = environment_agents or []
|
||||||
self.network_agents = network_agents or []
|
self.network_agents = network_agents or []
|
||||||
self.dir_path = dir_path
|
self.dir_path = dir_path or tempfile.mkdtemp('soil-env')
|
||||||
if self.dry_run:
|
if self.dry_run:
|
||||||
self._db_path = ":memory:"
|
self._db_path = ":memory:"
|
||||||
else:
|
else:
|
||||||
@ -88,6 +92,8 @@ class SoilEnvironment(nxsim.NetworkEnvironment):
|
|||||||
|
|
||||||
@network_agents.setter
|
@network_agents.setter
|
||||||
def network_agents(self, network_agents):
|
def network_agents(self, network_agents):
|
||||||
|
if not network_agents:
|
||||||
|
return
|
||||||
for ix in self.G.nodes():
|
for ix in self.G.nodes():
|
||||||
i = ix
|
i = ix
|
||||||
node = self.G.node[i]
|
node = self.G.node[i]
|
||||||
@ -223,6 +229,13 @@ class SoilEnvironment(nxsim.NetworkEnvironment):
|
|||||||
G = self.history_to_graph()
|
G = self.history_to_graph()
|
||||||
graph_path = os.path.join(self.get_path(dir_path),
|
graph_path = os.path.join(self.get_path(dir_path),
|
||||||
self.name+".gexf")
|
self.name+".gexf")
|
||||||
|
# Workaround for geometric models
|
||||||
|
# See soil/soil#4
|
||||||
|
for node in G.nodes():
|
||||||
|
if 'pos' in G.node[node]:
|
||||||
|
G.node[node]['viz'] = {"position": {"x": G.node[node]['pos'][0], "y": G.node[node]['pos'][1], "z": 0.0}}
|
||||||
|
del (G.node[node]['pos'])
|
||||||
|
|
||||||
nx.write_gexf(G, graph_path, version="1.2draft")
|
nx.write_gexf(G, graph_path, version="1.2draft")
|
||||||
|
|
||||||
def dump(self, dir_path=None, formats=None):
|
def dump(self, dir_path=None, formats=None):
|
||||||
|
@ -92,40 +92,46 @@ class SoilSimulation(NetworkSimulation):
|
|||||||
def run(self, *args, **kwargs):
|
def run(self, *args, **kwargs):
|
||||||
return list(self.run_simulation_gen(*args, **kwargs))
|
return list(self.run_simulation_gen(*args, **kwargs))
|
||||||
|
|
||||||
def run_simulation_gen(self, *args, parallel=False, **kwargs):
|
def run_simulation_gen(self, *args, parallel=False, dry_run=False,
|
||||||
|
**kwargs):
|
||||||
p = Pool()
|
p = Pool()
|
||||||
with utils.timer('simulation'):
|
with utils.timer('simulation'):
|
||||||
if parallel:
|
if parallel:
|
||||||
func = partial(self.run_trial, return_env=not parallel)
|
func = partial(self.run_trial, dry_run=dry_run,
|
||||||
|
return_env=not parallel, **kwargs)
|
||||||
for i in p.imap_unordered(func, range(self.num_trials)):
|
for i in p.imap_unordered(func, range(self.num_trials)):
|
||||||
yield i
|
yield i
|
||||||
else:
|
else:
|
||||||
for i in range(self.num_trials):
|
for i in range(self.num_trials):
|
||||||
yield self.run_trial(i)
|
yield self.run_trial(i, dry_run=dry_run, **kwargs)
|
||||||
if not self.dry_run:
|
if not dry_run or self.dry_run:
|
||||||
logger.info('Dumping results to {}'.format(self.dir_path))
|
logger.info('Dumping results to {}'.format(self.dir_path))
|
||||||
self.dump_pickle(self.dir_path)
|
self.dump_pickle(self.dir_path)
|
||||||
self.dump_yaml(self.dir_path)
|
self.dump_yaml(self.dir_path)
|
||||||
else:
|
else:
|
||||||
logger.info('NOT dumping results')
|
logger.info('NOT dumping results')
|
||||||
|
|
||||||
def get_env(self, trial_id=0, dump=False, dir_path=None):
|
def get_env(self, trial_id=0, **kwargs):
|
||||||
|
opts = self.environment_params.copy()
|
||||||
env_name = '{}_trial_{}'.format(self.name, trial_id)
|
env_name = '{}_trial_{}'.format(self.name, trial_id)
|
||||||
env = environment.SoilEnvironment(name=env_name,
|
opts.update({
|
||||||
topology=self.topology.copy(),
|
'name': env_name,
|
||||||
seed=self.seed+env_name,
|
'topology': self.topology.copy(),
|
||||||
initial_time=0,
|
'seed': self.seed+env_name,
|
||||||
dry_run=self.dry_run,
|
'initial_time': 0,
|
||||||
interval=self.interval,
|
'dry_run': self.dry_run,
|
||||||
network_agents=self.network_agents,
|
'interval': self.interval,
|
||||||
states=self.states,
|
'network_agents': self.network_agents,
|
||||||
default_state=self.default_state,
|
'states': self.states,
|
||||||
environment_agents=self.environment_agents,
|
'default_state': self.default_state,
|
||||||
dir_path=dir_path or self.dir_path,
|
'environment_agents': self.environment_agents,
|
||||||
**self.environment_params)
|
'dir_path': self.dir_path,
|
||||||
|
})
|
||||||
|
opts.update(kwargs)
|
||||||
|
env = environment.SoilEnvironment(**opts)
|
||||||
return env
|
return env
|
||||||
|
|
||||||
def run_trial(self, trial_id=0, dump=False, dir_path=None, until=None, return_env=False):
|
def run_trial(self, trial_id=0, until=None, return_env=True, **opts):
|
||||||
"""Run a single trial of the simulation
|
"""Run a single trial of the simulation
|
||||||
|
|
||||||
Parameters
|
Parameters
|
||||||
@ -134,13 +140,13 @@ class SoilSimulation(NetworkSimulation):
|
|||||||
"""
|
"""
|
||||||
# Set-up trial environment and graph
|
# Set-up trial environment and graph
|
||||||
until = until or self.max_time
|
until = until or self.max_time
|
||||||
env = self.get_env(trial_id=trial_id, dump=dump, dir_path=dir_path)
|
env = self.get_env(trial_id=trial_id, **opts)
|
||||||
# Set up agents on nodes
|
# Set up agents on nodes
|
||||||
with utils.timer('Simulation {} trial {}'.format(self.name, trial_id)):
|
with utils.timer('Simulation {} trial {}'.format(self.name, trial_id)):
|
||||||
env.run(until)
|
env.run(until)
|
||||||
if self.dump and not self.dry_run:
|
if self.dump and not self.dry_run:
|
||||||
with utils.timer('Dumping simulation {} trial {}'.format(self.name, trial_id)):
|
with utils.timer('Dumping simulation {} trial {}'.format(self.name, trial_id)):
|
||||||
env.dump(dir_path, formats=self.dump)
|
env.dump(formats=self.dump)
|
||||||
if return_env:
|
if return_env:
|
||||||
return env
|
return env
|
||||||
|
|
||||||
|
@ -2,6 +2,7 @@ from unittest import TestCase
|
|||||||
|
|
||||||
import os
|
import os
|
||||||
import yaml
|
import yaml
|
||||||
|
import networkx as nx
|
||||||
from functools import partial
|
from functools import partial
|
||||||
|
|
||||||
from os.path import join
|
from os.path import join
|
||||||
@ -65,13 +66,14 @@ class TestMain(TestCase):
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
s.run_simulation()
|
s.run_simulation(dry_run=True)
|
||||||
|
|
||||||
def test_counter_agent(self):
|
def test_counter_agent(self):
|
||||||
"""
|
"""
|
||||||
The initial states should be applied to the agent and the
|
The initial states should be applied to the agent and the
|
||||||
agent should be able to update its state."""
|
agent should be able to update its state."""
|
||||||
config = {
|
config = {
|
||||||
|
'name': 'CounterAgent',
|
||||||
'network_params': {
|
'network_params': {
|
||||||
'path': join(ROOT, 'test.gexf')
|
'path': join(ROOT, 'test.gexf')
|
||||||
},
|
},
|
||||||
@ -83,7 +85,7 @@ class TestMain(TestCase):
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
env = s.run_simulation()[0]
|
env = s.run_simulation(dry_run=True)[0]
|
||||||
assert env.get_agent(0)['neighbors', 0] == 10
|
assert env.get_agent(0)['neighbors', 0] == 10
|
||||||
assert env.get_agent(0)['neighbors', 1] == 1
|
assert env.get_agent(0)['neighbors', 1] == 1
|
||||||
assert env.get_agent(1)['total', 0] == 12
|
assert env.get_agent(1)['total', 0] == 12
|
||||||
@ -94,6 +96,7 @@ class TestMain(TestCase):
|
|||||||
The evolution of the state should be recorded in the logging agent
|
The evolution of the state should be recorded in the logging agent
|
||||||
"""
|
"""
|
||||||
config = {
|
config = {
|
||||||
|
'name': 'CounterAgent',
|
||||||
'network_params': {
|
'network_params': {
|
||||||
'path': join(ROOT, 'test.gexf')
|
'path': join(ROOT, 'test.gexf')
|
||||||
},
|
},
|
||||||
@ -108,7 +111,7 @@ class TestMain(TestCase):
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
env = s.run_simulation()[0]
|
env = s.run_simulation(dry_run=True)[0]
|
||||||
for agent in env.network_agents:
|
for agent in env.network_agents:
|
||||||
last = 0
|
last = 0
|
||||||
assert len(agent[None, None]) == 11
|
assert len(agent[None, None]) == 11
|
||||||
@ -138,7 +141,7 @@ class TestMain(TestCase):
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
env = s.run_simulation()[0]
|
env = s.run_simulation(dry_run=True)[0]
|
||||||
assert env.get_agent(0).state['neighbors'] == 1
|
assert env.get_agent(0).state['neighbors'] == 1
|
||||||
|
|
||||||
def test_torvalds_example(self):
|
def test_torvalds_example(self):
|
||||||
@ -147,7 +150,7 @@ class TestMain(TestCase):
|
|||||||
config['network_params']['path'] = join(EXAMPLES,
|
config['network_params']['path'] = join(EXAMPLES,
|
||||||
config['network_params']['path'])
|
config['network_params']['path'])
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
env = s.run_simulation()[0]
|
env = s.run_simulation(dry_run=True)[0]
|
||||||
for a in env.network_agents:
|
for a in env.network_agents:
|
||||||
skill_level = a.state['skill_level']
|
skill_level = a.state['skill_level']
|
||||||
if a.id == 'Torvalds':
|
if a.id == 'Torvalds':
|
||||||
@ -177,6 +180,7 @@ class TestMain(TestCase):
|
|||||||
recovered = yaml.load(serial)
|
recovered = yaml.load(serial)
|
||||||
with utils.timer('deleting'):
|
with utils.timer('deleting'):
|
||||||
del recovered['topology']
|
del recovered['topology']
|
||||||
|
del recovered['dry_run']
|
||||||
del recovered['load_module']
|
del recovered['load_module']
|
||||||
assert config == recovered
|
assert config == recovered
|
||||||
|
|
||||||
@ -188,9 +192,10 @@ class TestMain(TestCase):
|
|||||||
config = utils.load_file('examples/complete.yml')[0]
|
config = utils.load_file('examples/complete.yml')[0]
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
for i in range(5):
|
for i in range(5):
|
||||||
s.run_simulation()
|
s.run_simulation(dry_run=True)
|
||||||
nconfig = s.to_dict()
|
nconfig = s.to_dict()
|
||||||
del nconfig['topology']
|
del nconfig['topology']
|
||||||
|
del nconfig['dry_run']
|
||||||
del nconfig['load_module']
|
del nconfig['load_module']
|
||||||
assert config == nconfig
|
assert config == nconfig
|
||||||
|
|
||||||
@ -202,7 +207,7 @@ class TestMain(TestCase):
|
|||||||
|
|
||||||
def test_row_conversion(self):
|
def test_row_conversion(self):
|
||||||
sim = simulation.SoilSimulation()
|
sim = simulation.SoilSimulation()
|
||||||
env = environment.SoilEnvironment(simulation=sim)
|
env = environment.SoilEnvironment(dry_run=True)
|
||||||
env['test'] = 'test_value'
|
env['test'] = 'test_value'
|
||||||
env._save_state(now=0)
|
env._save_state(now=0)
|
||||||
|
|
||||||
@ -217,7 +222,14 @@ class TestMain(TestCase):
|
|||||||
assert env['env', 0, 'test' ] == 'test_value'
|
assert env['env', 0, 'test' ] == 'test_value'
|
||||||
assert env['env', 1, 'test' ] == 'second_value'
|
assert env['env', 1, 'test' ] == 'second_value'
|
||||||
|
|
||||||
|
def test_save_geometric(self):
|
||||||
|
"""
|
||||||
|
There is a bug in networkx that prevents it from creating a GEXF file
|
||||||
|
from geometric models. We should work around it.
|
||||||
|
"""
|
||||||
|
G = nx.random_geometric_graph(20,0.1)
|
||||||
|
env = environment.SoilEnvironment(topology=G, dry_run=True)
|
||||||
|
env.dump_gexf('/tmp/dump-gexf')
|
||||||
|
|
||||||
|
|
||||||
def make_example_test(path, config):
|
def make_example_test(path, config):
|
||||||
@ -225,8 +237,10 @@ def make_example_test(path, config):
|
|||||||
root = os.getcwd()
|
root = os.getcwd()
|
||||||
os.chdir(os.path.dirname(path))
|
os.chdir(os.path.dirname(path))
|
||||||
s = simulation.from_config(config)
|
s = simulation.from_config(config)
|
||||||
envs = s.run_simulation()
|
envs = s.run_simulation(dry_run=True)
|
||||||
|
assert envs
|
||||||
for env in envs:
|
for env in envs:
|
||||||
|
assert env
|
||||||
try:
|
try:
|
||||||
n = config['network_params']['n']
|
n = config['network_params']['n']
|
||||||
assert len(env.get_agents()) == n
|
assert len(env.get_agents()) == n
|
||||||
|
Loading…
Reference in New Issue
Block a user