create_dataset_card

hana_ml.algorithms.pal.dataset_cards.create_dataset_card(data, key=None, language=None, license=None, annotations_creators=None, language_creators=None, multilinguality=None, source_datasets=None, task_categories=None, pretty_name=None, card_data=None, **kwargs)

Create a dataset card for an SAP HANA DataFrame.

Parameters:
dataDataFrame

DataFrame contains the dataset for creating the dataset card.

languagestr or ListOfStrings, optional

Language of dataset's data or metadata. It must be an ISO 639-1, 639-2 or 639-3 code (two/three letters), or a special value like "code", "multilingual".

licensestr or ListOfStrings, optional

License(s) of this dataset.

annotations_creatorsstr or ListOfStrings, optional

How the annotations for the dataset were created.

Valid options are: 'found', 'crowdsourced', 'expert-generated', 'machine-generated', 'no-annotation', 'other'.

language_creatorsstr or ListOfStrings, optional

How the text-based data in the dataset was created. Options are: 'found', 'crowdsourced', 'expert-generated', 'machine-generated', 'other'.

multilingualitystr or ListOfStrings, optional

Whether the dataset is multilingual.

Options are: 'monolingual', 'multilingual', 'translation', 'other'.

source_datasets{'original', 'extended'}, optional

Indicates whether the dataset is an original dataset or extended from another existing dataset.

task_categoriesstr or ListOfStrings, optional

What categories of task does the dataset support?

Optionas are : 'classification', 'regression', 'time-series' and 'other'.

pretty_namestr, optional

A more human-readable name for the dataset. (e.g. "CoffeeAndTea").