src/preprocess/DSTC3.py

from utils import parse, write_jsonl_file, write_json_file
from DSTC2 import preprocess
import os


if __name__ == "__main__":
    args = parse()

    # include DSTC2 training data
    train_data, ontology = preprocess(
        os.path.join(args.input_dir, "traindev"),
        args.output_dir,
        "dstc2_train",
        write=False,
    )

    tourist_train_data, tourist_ontology = preprocess(
        os.path.join(args.input_dir, "seed"),
        args.output_dir,
        "dstc3_seed",
        domain="tourist",
        intent="FindPlaceToEat",
        write=False,
    )

    train_data += tourist_train_data
    ontology.update(tourist_ontology)

    write_jsonl_file(train_data, os.path.join(args.output_dir, "dstc3_train.jsonl"))
    write_json_file(ontology, os.path.join(args.output_dir, "train_ontology.json"))

    preprocess(
        os.path.join(args.input_dir, "test"),
        args.output_dir,
        "dstc3_test",
        domain="tourist",
        intent="FindPlaceToEat",
    )