# Copyright (c) Facebook, Inc. and its affiliates. # All rights reserved. # # This source code is licensed under the license found in the # LICENSE file in the root directory of this source tree. import logging from simuleval.data.segments import Segment, segment_from_json_string from simuleval.evaluator import SentenceLevelEvaluator import requests logger = logging.getLogger("simuleval.remote_evaluator") class RemoteEvaluator: def __init__(self, evaluator: SentenceLevelEvaluator) -> None: self.evaluator = evaluator self.address = evaluator.args.remote_address self.port = evaluator.args.remote_port self.source_segment_size = evaluator.args.source_segment_size self.base_url = f"http://{self.address}:{self.port}" def send_source(self, segment: Segment): url = f"{self.base_url}/input" requests.put(url, data=segment.json()) def receive_prediction(self) -> Segment: url = f"{self.base_url}/output" r = requests.get(url) return segment_from_json_string(r.text) def system_reset(self): requests.post(f"{self.base_url}/reset") def results(self): return self.evaluator.results() def remote_eval(self): for instance in self.evaluator.instance_iterator: self.system_reset() while not instance.finish_prediction: self.send_source(instance.send_source(self.source_segment_size)) output_segment = self.receive_prediction() instance.receive_prediction(output_segment) self.evaluator.write_log(instance) self.evaluator.dump_results()