| import re | |
| from utils import ( | |
| read_json_file, | |
| read_jsonl_file, | |
| write_json_file, | |
| write_jsonl_file, | |
| parse, | |
| ) | |
| def reformat(args, file): | |
| path = args.input_dir + "/" + file + ".json" | |
| data = read_json_file(path) | |
| turns = [] | |
| for turn_ in data: | |
| turn = data[turn_] | |
| speaker = turn["speaker"] | |
| t = {"turn": "multi", "locale": "en", "dialog": []} | |
| for j, tt in enumerate(turn["turns"]): | |
| d = {"roles": [str([speaker, "third-person"][j % 2])], "utterance": tt} | |
| t["dialog"].append(d) | |
| t["knowledge"] = {"type": "str", "value": {"context": turn["context"]}} | |
| turns.append(t) | |
| if file == "valid": | |
| file = "dev" | |
| write_jsonl_file(turns, args.output_dir + "/" + file + ".jsonl") | |
| def preprocess(args): | |
| reformat(args, "train") | |
| reformat(args, "valid") | |
| reformat(args, "test") | |
| if __name__ == "__main__": | |
| args = parse() | |
| preprocess(args) | |