from utils import ( read_jsonl_file, write_jsonl_file, parse, ) label2relation = { "1": "Child and Parent", "2": "Child and Other Family Elder", "3": "Siblings", "4": "Spouse", "5": "Lovers", "6": "Courtship", "7": "Friends", "8": "Neighbors", "9": "Roommates", "10": "Workplace Superior and Subordinate", "11": "Colleague or Partners", "12": "Opponents", "13": "Professional Contact", } def reformat(args, file): path = args.input_dir + "/" + file + ".txt" data = read_jsonl_file(path) turns = [] for i in range(len(data)): t = {"turn": "multi", "locale": "en", "dialog": []} AB2name = {"A": data[i]["nameA"], "B": data[i]["nameB"]} for c in data[i]["context"]: role = c[0] utterance = c[2:].strip() # one bad case if role not in AB2name: role = "B" utterance = c d = {"roles": [AB2name[role]], "utterance": utterance} t["dialog"].append(d) t["role_relations"] = [{"relation": label2relation[data[i]["label"]]}] turns.append(t) write_jsonl_file(turns, args.output_dir + "/" + file + ".jsonl") def preprocess(args): reformat(args, "train") reformat(args, "dev") reformat(args, "test") if __name__ == "__main__": args = parse() preprocess(args)