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orbitra.lake.models.input_table_parser

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Functions

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convert_api_input_to_df

convert_api_input_to_df(data: Union[List[Dict], Dict], format: DataFormat) -> pd.DataFrame
Convert API input data to a pandas DataFrame. Args:
  • data: The input data to convert.
  • format: The format of the input data, either “records” or “list”.
Returns:
  • pd.DataFrame: A DataFrame containing the input data.

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parse_df_to_table_format

parse_df_to_table_format(metadata: TableSchema, df: pd.DataFrame) -> pd.DataFrame
Convert input data to a pandas DataFrame with additional attributes and validations. Args:
  • metadata: The schema of the table to validate against.
  • df: The input DataFrame to convert, which must include schema columns.
Returns:
  • pd.DataFrame: A DataFrame containing the input data, with additional attributes and validations applied.