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901e06a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | # 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 .dataloader import ( # noqa
GenericDataloader,
register_dataloader,
register_dataloader_class,
SUPPORTED_MEDIUM,
SUPPORTED_SOURCE_MEDIUM,
SUPPORTED_TARGET_MEDIUM,
DATALOADER_DICT,
)
from .t2t_dataloader import TextToTextDataloader # noqa
from .s2t_dataloader import SpeechToTextDataloader # noqa
logger = logging.getLogger("simuleval.dataloader")
def build_dataloader(args) -> GenericDataloader:
dataloader_key = getattr(args, "dataloader", None)
if dataloader_key is not None:
assert dataloader_key in DATALOADER_DICT, f"{dataloader_key} is not defined"
logger.info(f"Evaluating from dataloader {dataloader_key}.")
return DATALOADER_DICT[dataloader_key].from_args(args)
assert args.source_type in SUPPORTED_SOURCE_MEDIUM
assert args.target_type in SUPPORTED_TARGET_MEDIUM
logger.info(f"Evaluating from {args.source_type} to {args.target_type}.")
return DATALOADER_DICT[f"{args.source_type}-to-{args.target_type}"].from_args(args)
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