Creating metadata for the demo
from sdv import load_demo
metadata, tables = load_demo(metadata=True)
Creating metadata for a table using schema from a dataframe
from sdv.metadata import SingleTableMetadata
metadata = SingleTableMetadata()
metadata.detect_from_dataframe(data=df)
Creating metadata from a file
from sdv import Metadata as SdvMetadata
metadata = SdvMetadata(pathToJson)
Updating metadata
metadata.update_column(
column_name='customer_email',
sdtype='email',
pii=True
)