fairseq/scoring/__init__.py

# 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.


import importlib
import os
from abc import ABC, abstractmethod

from fairseq import registry
from omegaconf import DictConfig


class BaseScorer(ABC):
    def __init__(self, cfg):
        self.cfg = cfg
        self.ref = []
        self.pred = []

    def add_string(self, ref, pred):
        self.ref.append(ref)
        self.pred.append(pred)

    @abstractmethod
    def score(self) -> float:
        pass

    @abstractmethod
    def result_string(self) -> str:
        pass


_build_scorer, register_scorer, SCORER_REGISTRY, _ = registry.setup_registry(
    "--scoring", default="bleu"
)


def build_scorer(choice, tgt_dict):
    _choice = choice._name if isinstance(choice, DictConfig) else choice

    if _choice == "bleu":
        from fairseq.scoring import bleu

        return bleu.Scorer(
            bleu.BleuConfig(pad=tgt_dict.pad(), eos=tgt_dict.eos(), unk=tgt_dict.unk())
        )
    return _build_scorer(choice)


# automatically import any Python files in the current directory
for file in sorted(os.listdir(os.path.dirname(__file__))):
    if file.endswith(".py") and not file.startswith("_"):
        module = file[: file.find(".py")]
        importlib.import_module("fairseq.scoring." + module)