def test_simulate_multidomain(self):
'''Run HDC policy for domains in 2 multi domain dialogues
'''
Settings.init(config_file='./tests/test_configs/simulate_multiDomains_HDC.cfg')
ContextLogger.createLoggingHandlers(config=Settings.config)
logger = ContextLogger.getLogger('')
logger.info("Starting HDC Multidomain Simulation")
reload(Ontology.FlatOntologyManager) # since this has a singleton class
Ontology.init_global_ontology()
simulator = Simulate.SimulationSystem(error_rate=0.1)
simulator.run_dialogs(2) # run 2 dialogues
def test_simulate_multidomain(self):
'''Run 2 dialogues with the multidomain system and GP policies
(NB: config needs to explicitly set each domain to use gp actually...)
'''
Settings.init(config_file='./tests/test_configs/simulate_multiDomains_GP.cfg')
ContextLogger.createLoggingHandlers(config=Settings.config)
logger = ContextLogger.getLogger('')
logger.info("Starting GP Multidomain Simulation")
reload(Ontology.FlatOntologyManager) # since this has a singleton class
Ontology.init_global_ontology()
simulator = Simulate.SimulationSystem(error_rate=0.1)
simulator.run_dialogs(2) # run 2 dialogues
def test_simulate_singledomain_for_all_domains(self):
'''Loop over all domains and runs 2 dialogues with GP policy in each
'''
import numpy.random as nprand
# not seeding this - so will be based on system clock--> meaning TESTING here will be somewhat random -->
# NOTE --> THIS IS !!!REALLY REALLY REALLY!!! NOT IN THE SPIRIT OF (UNIT) TESTING - WHICH SHOULD NEVER BE ~RANDOM
# doing it to get a little more coverage of testing without writing permutations of explicit tests ...
Settings.init(
config_file=
'./tests/test_configs/simulate_singledomain_for_all_domains.cfg')
ContextLogger.createLoggingHandlers(config=Settings.config)
logger = ContextLogger.getLogger('')
domains = TestingUtils.get_loop_over_domains()
for dstring in domains:
Settings.config.set("GENERAL", 'domains', dstring)
logger.info("Starting GP Single Domain Simulation for " + dstring)
# [policy_DOMAINTAG]
Settings.config.add_section('policy_' + dstring)
Settings.config.set('policy_' + dstring, 'learning', 'True')
Settings.config.set('policy_' + dstring, 'policytype', 'gp')
# no inpolicy file give --> starts with empty file (random policy)
Settings.config.set('policy_' + dstring, 'outpolicyfile',
'tests/test_gp/' + dstring)
if nprand.uniform() > 0.5:
Settings.config.set('policy_' + dstring, 'belieftype',
'baseline')
else:
Settings.config.set('policy_' + dstring, 'belieftype', 'focus')
# [gppolicy_DOMAINTAG]
Settings.config.add_section('gppolicy_' + dstring)
if nprand.uniform() > 0.5:
Settings.config.set('gppolicy_' + dstring, 'kernel',
'polysort')
else:
Settings.config.set('gppolicy_' + dstring, 'kernel',
'gausssort')
if nprand.uniform() > 0.5:
Settings.config.set('gppolicy_' + dstring, 'actionkerneltype',
'delta')
else:
Settings.config.set('gppolicy_' + dstring, 'actionkerneltype',
'hdc')
reload(Ontology.FlatOntologyManager
) # since this has a singleton class
Ontology.init_global_ontology()
simulator = Simulate.SimulationSystem(error_rate=0.1)
simulator.run_dialogs(2) # run 2 dialogues
def test_simulate_singledomain_for_all_domains(self):
'''Loop over all domains and run 2 dialogues via HDC policy in each
'''
Settings.init(config_file='./tests/test_configs/simulate_singledomain_for_all_domains.cfg')
ContextLogger.createLoggingHandlers(config=Settings.config)
logger = ContextLogger.getLogger('')
domains = TestingUtils.get_loop_over_domains()
for dstring in domains:
Settings.config.set("GENERAL", 'domains', dstring)
# no policy settings given --> defaults to HDC
logger.info("Starting HDC Single Domain Simulation for "+dstring)
reload(Ontology.FlatOntologyManager) # since this has a singleton class
Ontology.init_global_ontology()
simulator = Simulate.SimulationSystem(error_rate=0.1)
simulator.run_dialogs(2) # run 2 dialogues
