This page lists Dataproc API quota limits, which are enforced at the project and region level. The quotas reset every sixty seconds (one-minute).
The following table lists the specific and default per-project Dataproc API quota types, quota limits, and the methods to which they apply.
| Quota Type | Limit | Applicable API Methods |
|---|---|---|
| AutoscalingOperationRequestsPerMinutePerProjectPerRegion | 400 | CreateAutoscalingPolicy, GetAutoscalingPolicy, ListAutoscalingPolicies, UpdateAutoscalingPolicy, DeleteAutoscalingPolicy |
| ClusterOperationRequestsPerMinutePerProjectPerRegion | 200 | CreateCluster, DeleteCluster, UpdateCluster, StopCluster, StartCluster, DiagnoseCluster, RepairCluster |
| NodeGroupOperationRequestsPerMinutePerProjectPerRegion | 600 | CreateNodeGroup, DeleteNodeGroup, ResizeNodeGroup, RepairNodeGroup, UpdateLabelsNodeGroup, StartNodeGroup, StopNodeGroup |
| GetJobRequestsPerMinutePerProjectPerRegion | 7500 | GetJob |
| JobOperationRequestsPerMinutePerProjectPerRegion | 400 | SubmitJob, UpdateJob, CancelJob, DeleteJob |
| WorkflowOperationRequestsPerMinutePerProjectPerRegion | 400 | CreateWorkflowTemplate, InstantiateWorkflowTemplate, InstantiateInlineWorkflowTemplate, UpdateWorkflowTemplate, DeleteWorkflowTemplate |
| DefaultRequestsPerMinutePerProjectPerRegion | 7500 | All other operations (primarily Get operations) |
The following table lists additional limits on total active operations and jobs at the project and region level.
| Quota type | Limit | Description |
|---|---|---|
| ActiveOperationsPerProjectPerRegion | 5000 | Limit on the total number of concurrent active operations of all types in a single project in a single regional database |
| ActiveJobsPerProjectPerRegion | 5000 | Limit on the total number of active jobs in NON_TERMINAL state in a single project in a single regional database |
Other Google Cloud quotas
Dataproc clusters utilize other Google Cloud products. These products have project-level quotas, which include quotas that apply to Dataproc use. Some services are required to use Dataproc, such as Compute Engine and Cloud Storage. Other services, such as BigQuery and Bigtable, can optionally be used with Dataproc.
Required services
The following services, which enforce quota limits, are automatically (required to be) used to create Dataproc clusters.
Compute Engine
Dataproc clusters utilize Compute Engine virtual machines.
The Compute Engine quotas
are split into regional and global limits. These limits apply to clusters you
create. For example, to create a cluster with one n1-standard-4 master node
and two n1-standard-4 worker nodes, you will use 12 virtual CPUs (4 * 3).
This cluster usage will count against the regional quota limit of 24 virtual CPUs.
Default clusters
When you create a Dataproc cluster with default settings, the following Compute Engine resources are used.
| Item | Resources used |
|---|---|
| Virtual CPUs | 12 |
| Virtual Machine (VM) Instances | 3 |
| Persistent disk | 1500 GB |
Cloud Logging
Dataproc saves driver output and cluster logs in Cloud Logging. The Cloud Logging quota applies to your Dataproc clusters.
Optional services
The following services, which have quota limits, can optionally be used with Dataproc clusters.
BigQuery
When reading or writing data into BigQuery, the BigQuery quota applies.
Bigtable
When reading or writing data into Bigtable, the Bigtable quota applies.