tests/common/mockexperiment.py
from hyperdock.common.experiment import Experiment
class MockExperiment(Experiment):
"""
A mock experiment that doesn't actually run any experiment.
It runs for one check then finishes. Returns a loss of 1.0.
"""
def __init__(self, job, worker_env, privileged):
super().__init__(job, worker_env)
self.running = False
self.failure = False
def start(self):
self.running = True
self.failure = False
def is_running(self):
r = self.running
self.running = False
return r
def stop(self):
self.running = False
self.failure = True
def get_result(self):
state = "ok" if not self.failure else "failure"
return {"loss": 1.0, "state": state}
def cleanup(self):
self.running = False