smart_data_hub.property2dataframe

Functions

`preserve_value_type`(value)	Preserve the original type of the value.
`load_rock_property`(yaml_rock_property_paths)	Load rock properties from YAML files to a DataFrame.
`load_site_property`(site_files_path)	load site properties from YAML files to a DataFrame.
`combine_rock_site_property`()	Combine rock properties and site properties into a single DataFrame.

smart_data_hub.property2dataframe.preserve_value_type(value)[source]

Preserve the original type of the value.

Parameters:: value (float, str, None) – The input value to preserve.
Returns:: The preserved value.
Return type:: float, str, None

smart_data_hub.property2dataframe.load_rock_property(yaml_rock_property_paths)[source]

Load rock properties from YAML files to a DataFrame.

Parameters:: yaml_rock_property_paths (list) – a list of paths to YAML files containing rock properties.
Returns:: a DataFrame containing the loaded rock properties.
Return type:: pd.DataFrame

smart_data_hub.property2dataframe.load_site_property(site_files_path)[source]

load site properties from YAML files to a DataFrame.

Parameters:: site_files_path (list) – a list of paths to YAML files containing site properties.
Returns:: a DataFrame containing the loaded site properties.
Return type:: pd.DataFrame

smart_data_hub.property2dataframe.combine_rock_site_property()[source]

Combine rock properties and site properties into a single DataFrame.