API Reference¶
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Reads a CSV file and optionally processes it in chunks, capturing malformed lines. |
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Reads a CSV file in chunks and captures malformed lines. |
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Applies a transformation function to a DataFrame with error isolation. |
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Writes a DataFrame to a SQL database table with error handling. |
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Executes user-provided SQL insert using insert_df with error handling. |
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Validates each row in a DataFrame using a Pydantic-like model. |
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Splits a DataFrame into i approximately equal parts. |
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Returns an empty DataFrame with the same schema (columns and dtypes) as the input. |