github databricks/databricks-sdk-py v0.13.0

latest releases: v0.37.0, v0.36.0, v0.35.0...
12 months ago
  • Introduce more specific exceptions, like NotFound, AlreadyExists, BadRequest, PermissionDenied, InternalError, and others (#376). This makes it easier to handle errors thrown by the Databricks API. Instead of catching DatabricksError and checking the error_code field, you can catch one of these subtypes of DatabricksError, which is more ergonomic and removes the need to rethrow exceptions that you don't want to catch. For example:
try:
  return (self._ws
    .permissions
    .get(object_type, object_id))
except DatabricksError as e:
  if e.error_code in [
    "RESOURCE_DOES_NOT_EXIST",
    "RESOURCE_NOT_FOUND",
    "PERMISSION_DENIED",
    "FEATURE_DISABLED",
    "BAD_REQUEST"]:
    logger.warning(...)
    return None
  raise RetryableError(...) from e

can be replaced with

try:
  return (self._ws
    .permissions
    .get(object_type, object_id))
except PermissionDenied, FeatureDisabled:
  logger.warning(...)
  return None
except NotFound:
  raise RetryableError(...)
  • Paginate all SCIM list requests in the SDK (#440). This change ensures that SCIM list() APIs use a default limit of 100 resources, leveraging SCIM's offset + limit pagination to batch requests to the Databricks API.
  • Added taskValues support in remoteDbUtils (#406).
  • Added more detailed error message on default credentials not found error (#419).
  • Request management token via Azure CLI only for Service Principals and not human users (#408).

API Changes:

  • Fixed create() method for w.functions workspace-level service and corresponding databricks.sdk.service.catalog.CreateFunction and databricks.sdk.service.catalog.FunctionInfo dataclasses.
  • Changed create() method for w.metastores workspace-level service with new required argument order.
  • Changed storage_root field for databricks.sdk.service.catalog.CreateMetastore to be optional.
  • Added skip_validation field for databricks.sdk.service.catalog.UpdateExternalLocation.
  • Added libraries field for databricks.sdk.service.compute.CreatePolicy, databricks.sdk.service.compute.EditPolicy and databricks.sdk.service.compute.Policy.
  • Added init_scripts field for databricks.sdk.service.compute.EventDetails.
  • Added file field for databricks.sdk.service.compute.InitScriptInfo.
  • Added zone_id field for databricks.sdk.service.compute.InstancePoolGcpAttributes.
  • Added several dataclasses related to init scripts.
  • Added databricks.sdk.service.compute.LocalFileInfo dataclass.
  • Replaced ui_state field with edit_mode for databricks.sdk.service.jobs.CreateJob and databricks.sdk.service.jobs.JobSettings.
  • Replaced databricks.sdk.service.jobs.CreateJobUiState dataclass with databricks.sdk.service.jobs.CreateJobEditMode.
  • Added include_resolved_values field for databricks.sdk.service.jobs.GetRunRequest.
  • Replaced databricks.sdk.service.jobs.JobSettingsUiState dataclass with databricks.sdk.service.jobs.JobSettingsEditMode.
  • Removed a.o_auth_enrollment account-level service. This was only used to aid in OAuth enablement during the public preview of OAuth. OAuth is now enabled for all AWS E2 accounts, so usage of this API is no longer needed.
  • Added network_connectivity_config_id field for databricks.sdk.service.provisioning.UpdateWorkspaceRequest.
  • Added a.network_connectivity account-level service.
  • Added string_shared_as field for databricks.sdk.service.sharing.SharedDataObject.

Internal changes:

  • Added regression question to issue template (#414).
  • Made test_auth no longer fail if you have a default profile setup (#426).

OpenAPI SHA: d136ad0541f036372601bad9a4382db06c3c912d, Date: 2023-11-14

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