Manage Access for FeatureStore | Teradata Package for Python - Manage Access for FeatureStore - Teradata VantageCloud Lake

If you are the owner of Feature Store, you can grant either read access, write access, or read and write access to other users. Similarly, you can revoke granted access from other users.

Users with both read and write access can access any API on Feature Store.

grant.read

grant.read() grants read access to users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.grant.read('BoB')
True

grant.write

grant.write() grants write access to users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.grant.write('BoB')
True

grant.read_write

grant.read_write() grants both read and write access to users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.grant.read_write('BoB')
True

revoke.read

revoke.read() revokes read access from users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.revoke.read('BoB')
True

revoke.write

revoke.write() revokes write access from users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.revoke.write('BoB')
True

revoke.read_write

revoke.read_write() revokes both read and write access from users.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")

>>> fs.revoke.read_write('BoB')
True

delete

delete() removes the FeatureStore and its components from repository.

>>> from teradataml import FeatureStore

>>> fs = FeatureStore("vfs_v1")
>>> fs.setup()
True

>>> # Delete FeatureStore.
>>> fs.delete()
True
>>>