| from utils import read_json_file, parse, write_jsonl_file | |
| import os | |
| def reformat(args, file): | |
| path = os.path.join(args.input_dir, f"{file}.json") | |
| data = read_json_file(path) | |
| turns = [] | |
| for turn in data: | |
| t = {"turn": "multi", "locale": "en", "dialog": []} | |
| for i, utt in enumerate(turn["History"][2:]): | |
| d = {"roles": [("USER", "SYSTEM")[i % 2]], "utterance": utt} | |
| t["dialog"].append(d) | |
| d = { | |
| "roles": ["USER"], | |
| "utterance": turn["Question"], | |
| "rewritten": turn["Rewrite"], | |
| } | |
| t["dialog"].append(d) | |
| t["knowledge"] = { | |
| "type": "dict", | |
| "value": { | |
| "article title": turn["History"][0], | |
| "section title": turn["History"][1], | |
| }, | |
| } | |
| turns.append(t) | |
| write_jsonl_file(turns, os.path.join(args.output_dir, f"{file}.jsonl")) | |
| def preprocess(args): | |
| reformat(args, "train") | |
| reformat(args, "dev") | |
| reformat(args, "test") | |
| if __name__ == "__main__": | |
| args = parse() | |
| preprocess(args) | |