@Generated public interface ClustersService
Databricks maps cluster node instance types to compute units known as DBUs. See the instance type pricing page for a list of the supported instance types and their corresponding DBUs.
A Databricks cluster is a set of computation resources and configurations on which you run data engineering, data science, and data analytics workloads, such as production ETL pipelines, streaming analytics, ad-hoc analytics, and machine learning.
You run these workloads as a set of commands in a notebook or as an automated job. Databricks makes a distinction between all-purpose clusters and job clusters. You use all-purpose clusters to analyze data collaboratively using interactive notebooks. You use job clusters to run fast and robust automated jobs.
You can create an all-purpose cluster using the UI, CLI, or REST API. You can manually terminate and restart an all-purpose cluster. Multiple users can share such clusters to do collaborative interactive analysis.
IMPORTANT: Databricks retains cluster configuration information for up to 200 all-purpose clusters terminated in the last 30 days and up to 30 job clusters recently terminated by the job scheduler. To keep an all-purpose cluster configuration even after it has been terminated for more than 30 days, an administrator can pin a cluster to the cluster list.
This is the high-level interface, that contains generated methods.
Evolving: this interface is under development. Method signatures may change.
Modifier and Type | Method and Description |
---|---|
void |
changeOwner(ChangeClusterOwner changeClusterOwner)
Change cluster owner.
|
CreateClusterResponse |
create(CreateCluster createCluster)
Create new cluster.
|
void |
delete(DeleteCluster deleteCluster)
Terminate cluster.
|
void |
edit(EditCluster editCluster)
Update cluster configuration.
|
GetEventsResponse |
events(GetEvents getEvents)
List cluster activity events.
|
ClusterDetails |
get(GetClusterRequest getClusterRequest)
Get cluster info.
|
GetClusterPermissionLevelsResponse |
getPermissionLevels(GetClusterPermissionLevelsRequest getClusterPermissionLevelsRequest)
Get cluster permission levels.
|
ClusterPermissions |
getPermissions(GetClusterPermissionsRequest getClusterPermissionsRequest)
Get cluster permissions.
|
ListClustersResponse |
list(ListClustersRequest listClustersRequest)
List all clusters.
|
ListNodeTypesResponse |
listNodeTypes()
List node types.
|
ListAvailableZonesResponse |
listZones()
List availability zones.
|
void |
permanentDelete(PermanentDeleteCluster permanentDeleteCluster)
Permanently delete cluster.
|
void |
pin(PinCluster pinCluster)
Pin cluster.
|
void |
resize(ResizeCluster resizeCluster)
Resize cluster.
|
void |
restart(RestartCluster restartCluster)
Restart cluster.
|
ClusterPermissions |
setPermissions(ClusterPermissionsRequest clusterPermissionsRequest)
Set cluster permissions.
|
GetSparkVersionsResponse |
sparkVersions()
List available Spark versions.
|
void |
start(StartCluster startCluster)
Start terminated cluster.
|
void |
unpin(UnpinCluster unpinCluster)
Unpin cluster.
|
ClusterPermissions |
updatePermissions(ClusterPermissionsRequest clusterPermissionsRequest)
Update cluster permissions.
|
void changeOwner(ChangeClusterOwner changeClusterOwner)
Change the owner of the cluster. You must be an admin and the cluster must be terminated to perform this operation. The service principal application ID can be supplied as an argument to `owner_username`.
CreateClusterResponse create(CreateCluster createCluster)
Creates a new Spark cluster. This method will acquire new instances from the cloud provider if necessary. Note: Databricks may not be able to acquire some of the requested nodes, due to cloud provider limitations (account limits, spot price, etc.) or transient network issues.
If Databricks acquires at least 85% of the requested on-demand nodes, cluster creation will succeed. Otherwise the cluster will terminate with an informative error message.
void delete(DeleteCluster deleteCluster)
Terminates the Spark cluster with the specified ID. The cluster is removed asynchronously. Once the termination has completed, the cluster will be in a `TERMINATED` state. If the cluster is already in a `TERMINATING` or `TERMINATED` state, nothing will happen.
void edit(EditCluster editCluster)
Updates the configuration of a cluster to match the provided attributes and size. A cluster can be updated if it is in a `RUNNING` or `TERMINATED` state.
If a cluster is updated while in a `RUNNING` state, it will be restarted so that the new attributes can take effect.
If a cluster is updated while in a `TERMINATED` state, it will remain `TERMINATED`. The next time it is started using the `clusters/start` API, the new attributes will take effect. Any attempt to update a cluster in any other state will be rejected with an `INVALID_STATE` error code.
Clusters created by the Databricks Jobs service cannot be edited.
GetEventsResponse events(GetEvents getEvents)
Retrieves a list of events about the activity of a cluster. This API is paginated. If there are more events to read, the response includes all the nparameters necessary to request the next page of events.
ClusterDetails get(GetClusterRequest getClusterRequest)
Retrieves the information for a cluster given its identifier. Clusters can be described while they are running, or up to 60 days after they are terminated.
GetClusterPermissionLevelsResponse getPermissionLevels(GetClusterPermissionLevelsRequest getClusterPermissionLevelsRequest)
Gets the permission levels that a user can have on an object.
ClusterPermissions getPermissions(GetClusterPermissionsRequest getClusterPermissionsRequest)
Gets the permissions of a cluster. Clusters can inherit permissions from their root object.
ListClustersResponse list(ListClustersRequest listClustersRequest)
Return information about all pinned clusters, active clusters, up to 200 of the most recently terminated all-purpose clusters in the past 30 days, and up to 30 of the most recently terminated job clusters in the past 30 days.
For example, if there is 1 pinned cluster, 4 active clusters, 45 terminated all-purpose clusters in the past 30 days, and 50 terminated job clusters in the past 30 days, then this API returns the 1 pinned cluster, 4 active clusters, all 45 terminated all-purpose clusters, and the 30 most recently terminated job clusters.
ListNodeTypesResponse listNodeTypes()
Returns a list of supported Spark node types. These node types can be used to launch a cluster.
ListAvailableZonesResponse listZones()
Returns a list of availability zones where clusters can be created in (For example, us-west-2a). These zones can be used to launch a cluster.
void permanentDelete(PermanentDeleteCluster permanentDeleteCluster)
Permanently deletes a Spark cluster. This cluster is terminated and resources are asynchronously removed.
In addition, users will no longer see permanently deleted clusters in the cluster list, and API users can no longer perform any action on permanently deleted clusters.
void pin(PinCluster pinCluster)
Pinning a cluster ensures that the cluster will always be returned by the ListClusters API. Pinning a cluster that is already pinned will have no effect. This API can only be called by workspace admins.
void resize(ResizeCluster resizeCluster)
Resizes a cluster to have a desired number of workers. This will fail unless the cluster is in a `RUNNING` state.
void restart(RestartCluster restartCluster)
Restarts a Spark cluster with the supplied ID. If the cluster is not currently in a `RUNNING` state, nothing will happen.
ClusterPermissions setPermissions(ClusterPermissionsRequest clusterPermissionsRequest)
Sets permissions on a cluster. Clusters can inherit permissions from their root object.
GetSparkVersionsResponse sparkVersions()
Returns the list of available Spark versions. These versions can be used to launch a cluster.
void start(StartCluster startCluster)
Starts a terminated Spark cluster with the supplied ID. This works similar to `createCluster` except:
* The previous cluster id and attributes are preserved. * The cluster starts with the last specified cluster size. * If the previous cluster was an autoscaling cluster, the current cluster starts with the minimum number of nodes. * If the cluster is not currently in a `TERMINATED` state, nothing will happen. * Clusters launched to run a job cannot be started.
void unpin(UnpinCluster unpinCluster)
Unpinning a cluster will allow the cluster to eventually be removed from the ListClusters API. Unpinning a cluster that is not pinned will have no effect. This API can only be called by workspace admins.
ClusterPermissions updatePermissions(ClusterPermissionsRequest clusterPermissionsRequest)
Updates the permissions on a cluster. Clusters can inherit permissions from their root object.
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