| from utils import parse, write_jsonl_file, read_json_file |
| import os |
|
|
| label2emotion = { |
| "fru": "frustrated", |
| "ang": "angry", |
| "neu": "neutral", |
| "exc": "excited", |
| "hap": "happy", |
| "sad": "sad", |
| } |
|
|
|
|
| def preprocess(args, split): |
| input_dir = os.path.join(args.input_dir, f"{split}_data.json") |
|
|
| data = read_json_file(input_dir) |
| dialogues = [] |
|
|
| cnt = 0 |
|
|
| for dialogue in data: |
| dial = {"turn": "multi", "locale": "en", "dialog": []} |
|
|
| for turn in dialogue: |
| _turn = { |
| "roles": [turn["speaker"]], |
| "utterance": turn["text"], |
| } |
| if "label" in turn: |
| _turn["emotions"] = [{"emotion": label2emotion[turn["label"]]}] |
| cnt += 1 |
| dial["dialog"].append(_turn) |
|
|
| dialogues.append(dial) |
| write_jsonl_file(dialogues, os.path.join(args.output_dir, f"{split}.jsonl")) |
|
|
|
|
| if __name__ == "__main__": |
| args = parse() |
| preprocess(args, "train") |
| preprocess(args, "dev") |
| preprocess(args, "test") |
|
|
