def do_experiments(self, config_list, dirname=None, pool=gu.NoDaemonPool,
do_multiprocessing=True):
dirname = dirname or self.storage_accessor.dirname_prefix
runner = self.runner
writer = self.storage_accessor.writer
with gu.Timer('experiments') as timer:
mapper_kwargs = dict(Pool=pool, do_multiprocessing=do_multiprocessing)
with gu.MapperContext(**mapper_kwargs) as mapper:
# use non-daemonic mapper since runner can spawn daemonic processes
eu.do_experiments(config_list, runner, writer, dirname, mapper)
pass
pass
self.append(dirname)
return self.frame
dirname_1 = _dirname + '_1'
dirname_2 = _dirname + '_2'
dirname_prefix = 'test_log_likelihood'
# demonstrate constructing empty ExperimentRunner
er = ExperimentRunner(runner, dirname_prefix=dirname_prefix)
print er.frame
print er.do_experiments(config_list_0, dirname_0)
# demonstrate StoargeAccessor
sa = StorageAccessor(dirname_prefix=dirname_prefix)
with gu.Timer('experiments') as timer:
with gu.MapperContext(Pool=gu.NoDaemonPool) as mapper:
# use non-daemonic mapper since run_geweke spawns daemonic processes
eu.do_experiments(config_list_1, runner, sa.writer, dirname_1, mapper)
pass
pass
frame = sa.read_summary_frame([dirname_0, dirname_1])
# demonstrate ExperimentRunner
er = ExperimentRunner(runner, dirnames=[dirname_0, dirname_1],
dirname_prefix=dirname_prefix)
print er.frame
print er.do_experiments(config_list_2, dirname_2)
# demonstrate getting result
_id = er.id_to_dir.keys()[0]
result = er._get_result(_id)
print
print result
