dataproc.v1 library Null safety

Cloud Dataproc API - v1

Manages Hadoop-based clusters and jobs on Google Cloud Platform.

For more information, see cloud.google.com/dataproc/

Create an instance of DataprocApi to access these resources:

Classes

AcceleratorConfig
Specifies the type and number of accelerator cards attached to the instances of an instance. [...]
AutoscalingConfig
Autoscaling Policy config associated with the cluster.
AutoscalingPolicy
Describes an autoscaling policy for Dataproc cluster autoscaler.
BasicAutoscalingAlgorithm
Basic algorithm for autoscaling.
BasicYarnAutoscalingConfig
Basic autoscaling configurations for YARN.
Binding
Associates members, or principals, with a role.
Cluster
Describes the identifying information, config, and status of a Dataproc cluster
ClusterConfig
The cluster config.
ClusterMetrics
Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. [...]
ClusterSelector
A selector that chooses target cluster for jobs based on metadata.
ClusterStatus
The status of a cluster and its instances.
ConfidentialInstanceConfig
Confidential Instance Config for clusters using Confidential VMs (https://cloud.google.com/compute/confidential-vm/docs)
DataprocApi
Manages Hadoop-based clusters and jobs on Google Cloud Platform.
DiskConfig
Specifies the config of disk options for a group of VM instances.
EncryptionConfig
Encryption settings for the cluster.
EndpointConfig
Endpoint config for this cluster
GceClusterConfig
Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster.
GetIamPolicyRequest
Request message for GetIamPolicy method.
GetPolicyOptions
Encapsulates settings provided to GetIamPolicy.
GkeClusterConfig
The cluster's GKE config.
HadoopJob
A Dataproc job for running Apache Hadoop MapReduce (https://hadoop.apache.org/docs/current/hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html) jobs on Apache Hadoop YARN (https://hadoop.apache.org/docs/r2.7.1/hadoop-yarn/hadoop-yarn-site/YARN.html).
HiveJob
A Dataproc job for running Apache Hive (https://hive.apache.org/) queries on YARN.
IdentityConfig
Identity related configuration, including service account based secure multi-tenancy user mappings.
InjectCredentialsRequest
A request to inject credentials into a cluster.
InstanceGroupAutoscalingPolicyConfig
Configuration for the size bounds of an instance group, including its proportional size to other groups.
InstanceGroupConfig
The config settings for Compute Engine resources in an instance group, such as a master or worker group.
InstanceReference
A reference to a Compute Engine instance.
InstantiateWorkflowTemplateRequest
A request to instantiate a workflow template.
Job
A Dataproc job resource.
JobPlacement
Dataproc job config.
JobReference
Encapsulates the full scoping used to reference a job.
JobScheduling
Job scheduling options.
JobStatus
Dataproc job status.
KerberosConfig
Specifies Kerberos related configuration.
LifecycleConfig
Specifies the cluster auto-delete schedule configuration.
ListAutoscalingPoliciesResponse
A response to a request to list autoscaling policies in a project.
ListClustersResponse
The list of all clusters in a project.
ListJobsResponse
A list of jobs in a project.
ListOperationsResponse
The response message for Operations.ListOperations.
ListWorkflowTemplatesResponse
A response to a request to list workflow templates in a project.
LoggingConfig
The runtime logging config of the job.
ManagedCluster
Cluster that is managed by the workflow.
ManagedGroupConfig
Specifies the resources used to actively manage an instance group.
MetastoreConfig
Specifies a Metastore configuration.
NamespacedGkeDeploymentTarget
A full, namespace-isolated deployment target for an existing GKE cluster.
NodeGroupAffinity
Node Group Affinity for clusters using sole-tenant node groups.
NodeInitializationAction
Specifies an executable to run on a fully configured node and a timeout period for executable completion.
Operation
This resource represents a long-running operation that is the result of a network API call.
OrderedJob
A job executed by the workflow.
ParameterValidation
Configuration for parameter validation.
PigJob
A Dataproc job for running Apache Pig (https://pig.apache.org/) queries on YARN.
Policy
An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. [...]
PrestoJob
A Dataproc job for running Presto (https://prestosql.io/) queries. [...]
ProjectsLocationsAutoscalingPoliciesResource
ProjectsLocationsResource
ProjectsLocationsWorkflowTemplatesResource
ProjectsRegionsAutoscalingPoliciesResource
ProjectsRegionsClustersResource
ProjectsRegionsJobsResource
ProjectsRegionsOperationsResource
ProjectsRegionsResource
ProjectsRegionsWorkflowTemplatesResource
ProjectsResource
PySparkJob
A Dataproc job for running Apache PySpark (https://spark.apache.org/docs/0.9.0/python-programming-guide.html) applications on YARN.
QueryList
A list of queries to run on a cluster.
RegexValidation
Validation based on regular expressions.
RepairClusterRequest
A request to repair a cluster.
ReservationAffinity
Reservation Affinity for consuming Zonal reservation.
SecurityConfig
Security related configuration, including encryption, Kerberos, etc.
SetIamPolicyRequest
Request message for SetIamPolicy method.
ShieldedInstanceConfig
Shielded Instance Config for clusters using Compute Engine Shielded VMs (https://cloud.google.com/security/shielded-cloud/shielded-vm).
SoftwareConfig
Specifies the selection and config of software inside the cluster.
SparkJob
A Dataproc job for running Apache Spark (http://spark.apache.org/) applications on YARN.
SparkRJob
A Dataproc job for running Apache SparkR (https://spark.apache.org/docs/latest/sparkr.html) applications on YARN.
SparkSqlJob
A Dataproc job for running Apache Spark SQL (http://spark.apache.org/sql/) queries.
SparkStandaloneAutoscalingConfig
Basic autoscaling configurations for Spark Standalone.
StartClusterRequest
A request to start a cluster.
StopClusterRequest
A request to stop a cluster.
SubmitJobRequest
A request to submit a job.
TemplateParameter
A configurable parameter that replaces one or more fields in the template. [...]
TestIamPermissionsRequest
Request message for TestIamPermissions method.
TestIamPermissionsResponse
Response message for TestIamPermissions method.
ValueValidation
Validation based on a list of allowed values.
WorkflowTemplate
A Dataproc workflow template resource.
WorkflowTemplatePlacement
Specifies workflow execution target.Either managed_cluster or cluster_selector is required.
YarnApplication
A YARN application created by a job. [...]

Typedefs

CancelJobRequest = $Empty
A request to cancel a job.
DiagnoseClusterRequest = $Empty
A request to collect cluster diagnostic information.
Empty = $Empty
A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. [...]
Expr = $Expr
Represents a textual expression in the Common Expression Language (CEL) syntax. [...]
Status = $Status
The Status type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. [...]

Exceptions / Errors

ApiRequestError
Represents a general error reported by the API endpoint.
DetailedApiRequestError
Represents a specific error reported by the API endpoint.