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import os
from utils import read_jsonl_file, write_jsonl_file, parse, choices
def preprocess(args, split):
infile = os.path.join(args.input_dir, f"{split}.jsonl")
if split == "valid":
split = "dev"
outfile = os.path.join(args.output_dir, f"{split}.jsonl")
data = read_jsonl_file(infile)
processed_data = []
for example in data:
dial = {
"turn": "single",
"locale": "en",
"dialog": [],
"knowledge": {"type": "dict", "value": {}},
}
dial["dialog"].append({"roles": ["USER"], "utterance": example["question"]})
example.pop("question")
example.pop("id")
label = example.pop("label")
# assert 0 <= label <= 3
assert len(list(example.keys())) == 5
for i in range(4):
answer = example[f"answer{i}"]
# dial["dialog"].append(
# {"roles": [f"{choices[i]} choice"], "utterance": answer}
# )
dial["knowledge"]["value"][f"answer{i}"] = answer
dial["dialog"][-1]["roles_to_select"] = [f"answer{label}"]
dial["knowledge"]["value"]["passage"] = example["context"]
processed_data.append(dial)
write_jsonl_file(processed_data, outfile)
if __name__ == "__main__":
args = parse()
preprocess(args, "train")
preprocess(args, "valid")
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