Dataset Lineage and Versions

Dataset Lineage

To keep track of your derived datasets lineage, use the derived_from parameter to list the datasets (or dataset IDs) from which your dataset is derived.

from vectice import Dataset, FileResource

origin_dataset = Dataset.origin(
    name="my origin dataset",
    resource=FileResource(paths="origin.csv"),
)

clean_dataset = Dataset.clean(
    name="my clean dataset",
    resource=FileResource(paths="clean_dataset.csv"),
    derived_from= [origin_dataset]
)

Dataset Versions

Dataset versions are datasets with the same name as another dataset that you have already registered in Vectice. Registering datasets with the same name automatically increment the versions, maintaining the dataset's history.