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import pandas as pd
class BasePreprocessor:
def preprocess_data(self, data: pd.Series) -> pd.Series:
"""Performs preprocessing of raw texts, returns cleaned texts
:param X: raw texts
:return: cleaned texts
"""
raise NotImplementedError(f"Abstract class {type(self).__name__} is used")
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