# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from typing import Optional import requests from scorers import build_scorer class SimulSTEvaluationService(object): DEFAULT_HOSTNAME = "localhost" DEFAULT_PORT = 12321 def __init__(self, hostname=DEFAULT_HOSTNAME, port=DEFAULT_PORT): self.hostname = hostname self.port = port self.base_url = f"http://{self.hostname}:{self.port}" def __enter__(self): self.new_session() def __exit__(self, exc_type, exc_val, exc_tb): pass def new_session(self): # start eval session url = f"{self.base_url}" try: _ = requests.post(url) except Exception as e: print(f"Failed to start an evaluation session: {e}") print("Evaluation session started.") return self def get_scores(self): # end eval session url = f"{self.base_url}/result" try: r = requests.get(url) print("Scores: {}".format(r.json())) print("Evaluation session finished.") except Exception as e: print(f"Failed to end an evaluation session: {e}") def get_src(self, sent_id: int, extra_params: Optional[dict] = None) -> str: url = f"{self.base_url}/src" params = {"sent_id": sent_id} if extra_params is not None: for key in extra_params.keys(): params[key] = extra_params[key] try: r = requests.get(url, params=params) except Exception as e: print(f"Failed to request a source segment: {e}") return r.json() def send_hypo(self, sent_id: int, hypo: str) -> None: url = f"{self.base_url}/hypo" params = {"sent_id": sent_id} try: requests.put(url, params=params, data=hypo.encode("utf-8")) except Exception as e: print(f"Failed to send a translated segment: {e}") def corpus_info(self): url = f"{self.base_url}" try: r = requests.get(url) except Exception as e: print(f"Failed to request corpus information: {e}") return r.json() class SimulSTLocalEvaluationService(object): def __init__(self, args): self.scorer = build_scorer(args) def get_scores(self): return self.scorer.score() def get_src(self, sent_id: int, extra_params: Optional[dict] = None) -> str: if extra_params is not None: segment_size = extra_params.get("segment_size", None) else: segment_size = None return self.scorer.send_src(int(sent_id), segment_size) def send_hypo(self, sent_id: int, hypo: str) -> None: list_of_tokens = hypo.strip().split() self.scorer.recv_hyp(sent_id, list_of_tokens) def corpus_info(self): return self.scorer.get_info()