idmd.manipulation.columns.ColumnManipulatorLogic

class idmd.manipulation.columns.ColumnManipulatorLogic[source]

Bases: object

Handles the logic for column operations and transformations.

Methods

`drop_column`	Drop a column from the DataFrame.
`select_columns`	Select specific columns to keep in the DataFrame.
`swap_columns`	Swap two columns in the DataFrame.

static drop_column(df, column)[source]

Drop a column from the DataFrame.

Args:: df (pd.DataFrame): The DataFrame to modify. column (str): The column to drop.
Returns:: pd.DataFrame: The modified DataFrame without the dropped column.

static select_columns(df, columns)[source]

Select specific columns to keep in the DataFrame.

Args:: df (pd.DataFrame): The DataFrame to modify. columns (List[str]): The list of columns to keep.
Returns:: pd.DataFrame: The modified DataFrame with only the selected columns.

static swap_columns(df, col1, col2)[source]

Swap two columns in the DataFrame.

Args:: df (pd.DataFrame): The DataFrame to modify. col1 (str): The first column to swap. col2 (str): The second column to swap.
Returns:: pd.DataFrame: The modified DataFrame with swapped columns.