def attempt_update(self, examples, params, allow_missing_data=False):
"""Update the serving backend with new parameters."""
# since we're serving, ignore params and just extract the best example
self.current_values = best_example(examples)["values"]
# set new allow_missing_data and call init_fallback_backend if necessary
self.allow_missing_data = allow_missing_data
if not self.fallback_backend and self.allow_missing_data:
self.init_fallback_backend()
return True
def get_optimal_run(self):
"""Return a dictionary containing the optimal parameters and reward computed so far."""
return best_example(self._examples)
def __init__(self, examples, params):
# since we're serving, ignore params and just extract the best example
self.current_values = best_example(examples)["values"]
def attempt_update(self, examples, params):
"""Update the serving backend with new parameters."""
# since we're serving, ignore params and just extract the best example
self.current_values = best_example(examples)["values"]
return True