smart_data_hub.add_default

Functions

load_default_df(lithologies)	Load default rock property DataFrame for the given lithologies.
get_matching_default_df(lithologies, missing_prop_names)	Get the matching default DataFrame for the given lithologies and missing properties.
find_missing_properties(property_df)	Find missing properties in the property DataFrame.
add_default_df(property_df, lithologies)	Add default properties to the property DataFrame.

Module Contents

smart_data_hub.add_default.load_default_df(lithologies)

Load default rock property DataFrame for the given lithologies.

Parameters:

lithologies (list) – list of lithologies.

Returns:

Default rock property DataFrame.

Return type:

pd.DataFrame

smart_data_hub.add_default.get_matching_default_df(lithologies, missing_prop_names)

Get the matching default DataFrame for the given lithologies and missing properties.

Parameters:

• lithologies (list) – list of lithologies to look for default properties

• missing_prop_names (list) – list of missing properties to find defaults for

Returns:

DataFrame containing the matching default properties

Return type:

pd.DataFrame

smart_data_hub.add_default.find_missing_properties(property_df)

Find missing properties in the property DataFrame.

Parameters:

property_df (pd.DataFrame) – DataFrame containing the properties to check

Returns:

List of missing property names.

Return type:

list

smart_data_hub.add_default.add_default_df(property_df, lithologies)

Add default properties to the property DataFrame.

Parameters:

• property_df (pd.DataFrame) – DataFrame containing the properties to check

• lithologies (list) – list of lithologies to look for default properties

Returns:

DataFrame with default properties added

Return type:

pd.DataFrame