edmt.contrib.utils

Module Contents

edmt.contrib.utils.clean_vars(addl_kwargs={}, **kwargs)

edmt.contrib.utils.normalize_column(df, col)

edmt.contrib.utils.clean_time_cols(df, columns=[])

edmt.contrib.utils.format_iso_time(date_string: str) → str

edmt.contrib.utils.norm_exp(df: pandas.DataFrame, cols: str | list) → pandas.DataFrame

Normalizes specified columns containing list of dicts, expands them into separate rows if needed, and appends new columns to the original dataframe with prefixing.

Parameters: - df: Original pandas DataFrame - cols: str or list of str, names of columns to normalize

Returns: - Modified DataFrame with normalized and expanded data

edmt.contrib.utils.append_cols(df: pandas.DataFrame, cols: str | list)

Move specified column(s) to the end of the DataFrame.

Parameters:

• df (pd.DataFrame) -- Input DataFrame.

• cols (str or list) -- Column name(s) to move to the end.

Returns:

DataFrame with columns reordered.

Return type:

pd.DataFrame

edmt.contrib.utils.dict_expand(data, cols)