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from utils import read_json_file, write_jsonl_file, parse, choices
import os
import copy
def reformat(args, split):
infile = os.path.join(args.input_dir, f"{split}.json")
outfile = os.path.join(args.output_dir, f"{split}.jsonl")
data = read_json_file(infile)
processed_data = []
for example in data:
knowledge_dial = []
for turn in example[0]:
role = turn[0]
role = "woman" if role == "W" else "man"
text = turn[2:].strip()
knowledge_dial.append({"roles": [role], "utterance": text})
_dial = {
"turn": "single",
"locale": "en",
"dialog": [],
"knowledge": {"type": "list", "value": {}},
}
for turn in example[1]:
dialogue = copy.deepcopy(_dial)
dialogue["dialog"].append(
{"roles": ["USER"], "utterance": turn["question"]}
)
label = -1
for idx, choice in enumerate(turn["choice"]):
# dialogue["dialog"].append(
# {"roles": [f"{choices[idx]} choice"], "utterance": choice}
# )
dialogue["knowledge"]["value"][chr(ord('A') + idx)] = choice
if choice == turn["answer"]:
label = idx
assert label >= 0
dialogue["dialog"][-1]["roles_to_select"] = [chr(ord('A') + label)]
dialogue["knowledge"]["value"]["dialogue"] = knowledge_dial
processed_data.append(dialogue)
write_jsonl_file(processed_data, outfile)
def preprocess(args):
reformat(args, "train")
reformat(args, "dev")
reformat(args, "test")
if __name__ == "__main__":
args = parse()
preprocess(args)
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