Dataproc Quotas

Dataproc has API quota limits that are enforced at the project 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
AutoscalingOperationRequestsPerMinutePerProject 400 CreateAutoscalingPolicy, GetAutoscalingPolicy, ListAutoscalingPolicies, UpdateAutoscalingPolicy, DeleteAutoscalingPolicy
ClusterOperationRequestsPerMinutePerProject 200 CreateCluster, DeleteCluster, UpdateCluster, DiagnoseCluster
GetJobRequestsPerMinutePerProject 7500 GetJob
JobOperationRequestsPerMinutePerProject 400 SubmitJob, UpdateJob, CancelJob, DeleteJob
WorkflowOperationRequestsPerMinutePerProject 400 CreateWorkflowTemplate, InstantiateWorkflowTemplate, InstantiateInlineWorkflowTemplate, UpdateWorkflowTemplate, DeleteWorkflowTemplate
DefaultRequestsPerMinutePerProject 7500 All other operations (primarily Get operations)

Other Google Cloud quotas

Cloud 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 Cloud Bigtable, can optionally be used with Dataproc.

Required services

The following services, which enforce quota limits, are automatically (required to be) used to create Cloud Dataproc clusters.

Compute Engine

Cloud 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 Cloud 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

Stackdriver Logging

Cloud Dataproc saves driver output and cluster logs in Logging. The Logging quota applies to your Cloud Dataproc clusters.

Optional services

The following services, which have quota limits, can optionally be used with Cloud 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.

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