def setup(self):
param_def = {
"x": MinMaxNumericParamDef(0, 1)
}
self.experiment = Experiment(name="test_optimizer_experiment",
parameter_definitions=param_def)
out_queue = Queue()
in_queue = Queue()
self.backend = QueueBackend(RandomSearch, self.experiment, out_queue,
in_queue)
class TestQueueBackend(object):
backend = None
experiment = None
def setup(self):
param_def = {
"x": MinMaxNumericParamDef(0, 1)
}
self.experiment = Experiment(name="test_optimizer_experiment",
parameter_definitions=param_def)
out_queue = Queue()
in_queue = Queue()
self.backend = QueueBackend(RandomSearch, self.experiment, out_queue,
in_queue)
def test_run(self):
self.backend._in_queue.put("exit")
self.backend.run()
def test_check_update(self):
self.backend._check_update()
self.backend._in_queue.put("exit")
time.sleep(0.1)
self.backend._check_update()
time.sleep(0.1)
self.backend._check_update()
self.backend._in_queue.put(self.experiment)
time.sleep(0.1)
self.backend._check_update()
def test_check_generation(self):
self.backend._check_generation()