Ganesh43 commited on
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Create data_preprocessing.py

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  1. data_preprocessing.py +24 -0
data_preprocessing.py ADDED
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+ import transformers
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+ import pandas as pd
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+
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+ def preprocess_csv(file_url):
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+ """
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+ Downloads a CSV file from Hugging Face, preprocesses the data, and returns a single string.
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+
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+ Args:
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+ file_url: URL of the CSV file on Hugging Face Hub.
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+
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+ Returns:
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+ A string containing the preprocessed text from the CSV file.
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+ """
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+ # Download the file using transformers Hub
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+ file = transformers.file_download(file_url)
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+
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+ # Read the CSV data using pandas
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+ df = pd.read_csv(file)
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+
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+ # Preprocess the data (replace with your specific logic)
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+ # Example: Combine relevant columns into a single string
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+ text = " ".join(df["column1"].tolist() + df["column2"].tolist())
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+
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+ return text