The following changes were made in this version.

• Added BDSSecretKeeper to store and save configuration parameters to connect to Big Data service to the vault.
• Added the krbcontext and refresh_ticket functions to configure Kerberos authentication for the Big Data service.
• Added authentication options to logging APIs to allow you to pass in the OCI API key configuration or signer.
• Added the configuration file path option to the set_auth method to allow to change the path of the OCI configuration.
• Fixed a bug in AutoML for text datasets.
• Fixed bug in import ads.jobs to notify users installing ADS optional dependencies.
• Fixed a bug in the generated score.py file, where Pandas dataframe’s dtypes changed when deserializing. Now you can recover it from the input schema.
• Updated requirements to oci>=2.59.0.

For more information, see Data Science, ADS SDK, and ocifs SDK. Take a look at our Data Science blog.