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https://www.kaggle.com/datasets/rtatman/questionanswer-dataset/ +import pandas as pd +import glob +import dask.dataframe as dd + + +path_to_file = "./raw_data/S08_question_answer_pairs.txt" + +df = pd.read_csv(path_to_file, sep="\t") +df.rename(columns={"Question": "question", "Answer": "answer"}, inplace=True) +df = df[["question", "answer"]] +df = df.dropna() +df = df.drop_duplicates(subset="question") +path_to_file = "./dataseeval.parquet" + +df.to_parquet(path_to_file) + +path_to_file = "./raw_data/text_data/S08*clean" + +s08 = glob.glob(path_to_file) +passages = pd.DataFrame(columns=["passage"]) +for file in s08: + df = pd.read_csv(file, sep="\t", encoding="latin-1", index_col=False) + df.rename(columns={df.columns[0]: "passage"}, inplace=True) + passages = pd.concat([passages, df], axis=0, ignore_index=True) +passages = passages.dropna() +passages.index = passages.index.astype(str) + + +path_to_file = "./dataset/passages.parquet" + +dd.from_pandas(passages, 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