| import os |
| from utils import write_jsonl_file, read_csv_file, parse |
|
|
|
|
| def get_knowledge(input_dir): |
| path = os.path.join(input_dir, "train_sent_emo.csv") |
| data = read_csv_file(path) |
| emotions = set() |
| for i in range(1, len(data)): |
| emotions.add(data.iloc[i][3]) |
|
|
| return sorted(emotions) |
|
|
|
|
| def reformat(args, file): |
| path = os.path.join(args.input_dir, f"{file}_sent_emo.csv") |
| data = read_csv_file(path) |
| turns = [] |
| for i in range(len(data)): |
| ds = data.iloc[i] |
| t = { |
| "turn": "single", |
| "locale": "en", |
| "dialog": [], |
| } |
| d = { |
| "roles": [ds[2]], |
| "utterance": ds[1], |
| "emotions": [{"emotion": ds[3], "sentiment": ds[4]}], |
| } |
| t["dialog"].append(d) |
|
|
| turns.append(t) |
|
|
| write_jsonl_file(turns, args.output_dir + "/" + file + ".jsonl") |
|
|
|
|
| if __name__ == "__main__": |
| args = parse() |
| reformat(args, "train") |
| reformat(args, "dev") |
| reformat(args, "test") |
|
|
