docs: update docs (#916)
* fix: re-run script
* test: fix noxfile
diff --git a/docs/dyn/dataproc_v1.projects.regions.clusters.html b/docs/dyn/dataproc_v1.projects.regions.clusters.html
index c590d62..874cdb4 100644
--- a/docs/dyn/dataproc_v1.projects.regions.clusters.html
+++ b/docs/dyn/dataproc_v1.projects.regions.clusters.html
@@ -96,11 +96,11 @@
<code><a href="#list_next">list_next(previous_request, previous_response)</a></code></p>
<p class="firstline">Retrieves the next page of results.</p>
<p class="toc_element">
- <code><a href="#patch">patch(projectId, region, clusterName, body=None, gracefulDecommissionTimeout=None, requestId=None, updateMask=None, x__xgafv=None)</a></code></p>
+ <code><a href="#patch">patch(projectId, region, clusterName, body=None, requestId=None, updateMask=None, gracefulDecommissionTimeout=None, x__xgafv=None)</a></code></p>
<p class="firstline">Updates a cluster in a project. The returned Operation.metadata will be ClusterOperationMetadata (https://cloud.google.com/dataproc/docs/reference/rpc/google.cloud.dataproc.v1#clusteroperationmetadata).</p>
<p class="toc_element">
<code><a href="#setIamPolicy">setIamPolicy(resource, body=None, x__xgafv=None)</a></code></p>
-<p class="firstline">Sets the access control policy on the specified resource. Replaces any existing policy.Can return Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED</p>
+<p class="firstline">Sets the access control policy on the specified resource. Replaces any existing policy.Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.</p>
<p class="toc_element">
<code><a href="#testIamPermissions">testIamPermissions(resource, body=None, x__xgafv=None)</a></code></p>
<p class="firstline">Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.</p>
@@ -116,252 +116,252 @@
The object takes the form of:
{ # Describes the identifying information, config, and status of a cluster of Compute Engine instances.
- "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
- "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
- "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
- "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
+ "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "a_key": "A String",
+ },
+ "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ "detail": "A String", # Optional. Output only. Details of cluster's state.
+ "state": "A String", # Output only. The cluster's state.
+ "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
+ },
+ "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
+ "yarnMetrics": { # The YARN metrics.
"a_key": "A String",
},
- "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
- "hdfsMetrics": { # The HDFS metrics.
- "a_key": "A String",
- },
- "yarnMetrics": { # The YARN metrics.
- "a_key": "A String",
- },
+ "hdfsMetrics": { # The HDFS metrics.
+ "a_key": "A String",
},
- "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ },
+ "statusHistory": [ # Output only. The previous cluster status.
+ { # The status of a cluster and its instances.
"detail": "A String", # Optional. Output only. Details of cluster's state.
"state": "A String", # Output only. The cluster's state.
"stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
"substate": "A String", # Output only. Additional state information that includes status reported by the agent.
},
- "statusHistory": [ # Output only. The previous cluster status.
- { # The status of a cluster and its instances.
- "detail": "A String", # Optional. Output only. Details of cluster's state.
- "state": "A String", # Output only. The cluster's state.
- "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
- },
- ],
- "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
- "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
- "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
- },
- "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
- "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
- "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
- "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
- "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
- "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
- "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
- "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
- "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
- "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
- "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
- "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
- "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
- },
- },
- "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
- # ROLE=$(curl -H Metadata-Flavor:Google
- # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
- # if [[ "${ROLE}" == 'Master' ]]; then
- # ... master specific actions ...
- # else
- # ... worker specific actions ...
- # fi
- { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
- "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
- "executableFile": "A String", # Required. Cloud Storage URI of executable file.
- },
- ],
- "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
- "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
- "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- },
- "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
- "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
- "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
- # projects/[project_id]/zones/[zone]
- # us-central1-f
- "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
- "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
- "a_key": "A String",
- },
- "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
- # https://www.googleapis.com/auth/cloud.useraccounts.readonly
- # https://www.googleapis.com/auth/devstorage.read_write
- # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
- # https://www.googleapis.com/auth/bigquery
- # https://www.googleapis.com/auth/bigtable.admin.table
- # https://www.googleapis.com/auth/bigtable.data
- # https://www.googleapis.com/auth/devstorage.full_control
- "A String",
- ],
- "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
- "key": "A String", # Optional. Corresponds to the label key of reservation resource.
- "values": [ # Optional. Corresponds to the label values of reservation resource.
- "A String",
- ],
- "consumeReservationType": "A String", # Optional. Type of reservation to consume
- },
- "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
- "A String",
- ],
- "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
- "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
- # projects/[project_id]/regions/us-east1/subnetworks/sub0
- # sub0
- "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
- # projects/[project_id]/regions/global/default
- # default
- },
- "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
- "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
- "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
- # capacity-scheduler: capacity-scheduler.xml
- # core: core-site.xml
- # distcp: distcp-default.xml
- # hdfs: hdfs-site.xml
- # hive: hive-site.xml
- # mapred: mapred-site.xml
- # pig: pig.properties
- # spark: spark-defaults.conf
- # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
- "a_key": "A String",
- },
- "optionalComponents": [ # Optional. The set of components to activate on the cluster.
- "A String",
- ],
- },
- "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
- "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
- # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ ],
+ "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
+ "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
+ "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
+ },
+ "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
+ "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
+ "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
+ "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
+ "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
+ "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
+ "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
+ "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
+ "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
+ "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
+ "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
+ "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
+ "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
+ "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
+ "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
},
},
- }
+ "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
+ # ROLE=$(curl -H Metadata-Flavor:Google
+ # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
+ # if [[ "${ROLE}" == 'Master' ]]; then
+ # ... master specific actions ...
+ # else
+ # ... worker specific actions ...
+ # fi
+ { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
+ "executableFile": "A String", # Required. Cloud Storage URI of executable file.
+ "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
+ },
+ ],
+ "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
+ "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
+ },
+ "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
+ "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
+ "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # sub0
+ "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
+ # projects/[project_id]/regions/global/default
+ # default
+ "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
+ # projects/[project_id]/zones/[zone]
+ # us-central1-f
+ "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
+ "a_key": "A String",
+ },
+ "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
+ "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
+ "key": "A String", # Optional. Corresponds to the label key of reservation resource.
+ "values": [ # Optional. Corresponds to the label values of reservation resource.
+ "A String",
+ ],
+ "consumeReservationType": "A String", # Optional. Type of reservation to consume
+ },
+ "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
+ # https://www.googleapis.com/auth/cloud.useraccounts.readonly
+ # https://www.googleapis.com/auth/devstorage.read_write
+ # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
+ # https://www.googleapis.com/auth/bigquery
+ # https://www.googleapis.com/auth/bigtable.admin.table
+ # https://www.googleapis.com/auth/bigtable.data
+ # https://www.googleapis.com/auth/devstorage.full_control
+ "A String",
+ ],
+ "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
+ "A String",
+ ],
+ "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
+ },
+ "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
+ "optionalComponents": [ # Optional. The set of components to activate on the cluster.
+ "A String",
+ ],
+ "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
+ "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
+ # capacity-scheduler: capacity-scheduler.xml
+ # core: core-site.xml
+ # distcp: distcp-default.xml
+ # hdfs: hdfs-site.xml
+ # hive: hive-site.xml
+ # mapred: mapred-site.xml
+ # pig: pig.properties
+ # spark: spark-defaults.conf
+ # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
+ "a_key": "A String",
+ },
+ },
+ "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
+ "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
+ # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ },
+ "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ },
+ "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
+ "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
+}
requestId: string, Optional. A unique id used to identify the request. If the server receives two CreateClusterRequest requests with the same id, then the second request will be ignored and the first google.longrunning.Operation created and stored in the backend is returned.It is recommended to always set this value to a UUID (https://en.wikipedia.org/wiki/Universally_unique_identifier).The id must contain only letters (a-z, A-Z), numbers (0-9), underscores (_), and hyphens (-). The maximum length is 40 characters.
x__xgafv: string, V1 error format.
@@ -373,6 +373,9 @@
An object of the form:
{ # This resource represents a long-running operation that is the result of a network API call.
+ "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
+ "a_key": "", # Properties of the object. Contains field @type with type URL.
+ },
"done": True or False, # If the value is false, it means the operation is still in progress. If true, the operation is completed, and either error or response is available.
"response": { # The normal response of the operation in case of success. If the original method returns no data on success, such as Delete, the response is google.protobuf.Empty. If the original method is standard Get/Create/Update, the response should be the resource. For other methods, the response should have the type XxxResponse, where Xxx is the original method name. For example, if the original method name is TakeSnapshot(), the inferred response type is TakeSnapshotResponse.
"a_key": "", # Properties of the object. Contains field @type with type URL.
@@ -387,9 +390,6 @@
},
],
},
- "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
- "a_key": "", # Properties of the object. Contains field @type with type URL.
- },
}</pre>
</div>
@@ -412,6 +412,9 @@
An object of the form:
{ # This resource represents a long-running operation that is the result of a network API call.
+ "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
+ "a_key": "", # Properties of the object. Contains field @type with type URL.
+ },
"done": True or False, # If the value is false, it means the operation is still in progress. If true, the operation is completed, and either error or response is available.
"response": { # The normal response of the operation in case of success. If the original method returns no data on success, such as Delete, the response is google.protobuf.Empty. If the original method is standard Get/Create/Update, the response should be the resource. For other methods, the response should have the type XxxResponse, where Xxx is the original method name. For example, if the original method name is TakeSnapshot(), the inferred response type is TakeSnapshotResponse.
"a_key": "", # Properties of the object. Contains field @type with type URL.
@@ -426,9 +429,6 @@
},
],
},
- "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
- "a_key": "", # Properties of the object. Contains field @type with type URL.
- },
}</pre>
</div>
@@ -455,6 +455,9 @@
An object of the form:
{ # This resource represents a long-running operation that is the result of a network API call.
+ "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
+ "a_key": "", # Properties of the object. Contains field @type with type URL.
+ },
"done": True or False, # If the value is false, it means the operation is still in progress. If true, the operation is completed, and either error or response is available.
"response": { # The normal response of the operation in case of success. If the original method returns no data on success, such as Delete, the response is google.protobuf.Empty. If the original method is standard Get/Create/Update, the response should be the resource. For other methods, the response should have the type XxxResponse, where Xxx is the original method name. For example, if the original method name is TakeSnapshot(), the inferred response type is TakeSnapshotResponse.
"a_key": "", # Properties of the object. Contains field @type with type URL.
@@ -469,9 +472,6 @@
},
],
},
- "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
- "a_key": "", # Properties of the object. Contains field @type with type URL.
- },
}</pre>
</div>
@@ -492,252 +492,252 @@
An object of the form:
{ # Describes the identifying information, config, and status of a cluster of Compute Engine instances.
- "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
- "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
- "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
- "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
+ "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "a_key": "A String",
+ },
+ "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ "detail": "A String", # Optional. Output only. Details of cluster's state.
+ "state": "A String", # Output only. The cluster's state.
+ "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
+ },
+ "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
+ "yarnMetrics": { # The YARN metrics.
"a_key": "A String",
},
- "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
- "hdfsMetrics": { # The HDFS metrics.
- "a_key": "A String",
- },
- "yarnMetrics": { # The YARN metrics.
- "a_key": "A String",
- },
+ "hdfsMetrics": { # The HDFS metrics.
+ "a_key": "A String",
},
- "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ },
+ "statusHistory": [ # Output only. The previous cluster status.
+ { # The status of a cluster and its instances.
"detail": "A String", # Optional. Output only. Details of cluster's state.
"state": "A String", # Output only. The cluster's state.
"stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
"substate": "A String", # Output only. Additional state information that includes status reported by the agent.
},
- "statusHistory": [ # Output only. The previous cluster status.
- { # The status of a cluster and its instances.
- "detail": "A String", # Optional. Output only. Details of cluster's state.
- "state": "A String", # Output only. The cluster's state.
- "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
- },
- ],
- "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
- "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
- "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
- },
- "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
- "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
- "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
- "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
- "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
- "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
- "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
- "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
- "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
- "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
- "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
- "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
- "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
- },
- },
- "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
- # ROLE=$(curl -H Metadata-Flavor:Google
- # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
- # if [[ "${ROLE}" == 'Master' ]]; then
- # ... master specific actions ...
- # else
- # ... worker specific actions ...
- # fi
- { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
- "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
- "executableFile": "A String", # Required. Cloud Storage URI of executable file.
- },
- ],
- "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
- "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
- "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- },
- "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
- "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
- "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
- # projects/[project_id]/zones/[zone]
- # us-central1-f
- "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
- "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
- "a_key": "A String",
- },
- "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
- # https://www.googleapis.com/auth/cloud.useraccounts.readonly
- # https://www.googleapis.com/auth/devstorage.read_write
- # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
- # https://www.googleapis.com/auth/bigquery
- # https://www.googleapis.com/auth/bigtable.admin.table
- # https://www.googleapis.com/auth/bigtable.data
- # https://www.googleapis.com/auth/devstorage.full_control
- "A String",
- ],
- "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
- "key": "A String", # Optional. Corresponds to the label key of reservation resource.
- "values": [ # Optional. Corresponds to the label values of reservation resource.
- "A String",
- ],
- "consumeReservationType": "A String", # Optional. Type of reservation to consume
- },
- "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
- "A String",
- ],
- "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
- "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
- # projects/[project_id]/regions/us-east1/subnetworks/sub0
- # sub0
- "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
- # projects/[project_id]/regions/global/default
- # default
- },
- "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
- "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
- "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
- # capacity-scheduler: capacity-scheduler.xml
- # core: core-site.xml
- # distcp: distcp-default.xml
- # hdfs: hdfs-site.xml
- # hive: hive-site.xml
- # mapred: mapred-site.xml
- # pig: pig.properties
- # spark: spark-defaults.conf
- # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
- "a_key": "A String",
- },
- "optionalComponents": [ # Optional. The set of components to activate on the cluster.
- "A String",
- ],
- },
- "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
- "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
- # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ ],
+ "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
+ "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
+ "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
+ },
+ "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
+ "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
+ "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
+ "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
+ "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
+ "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
+ "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
+ "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
+ "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
+ "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
+ "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
+ "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
+ "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
+ "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
+ "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
},
},
- }</pre>
+ "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
+ # ROLE=$(curl -H Metadata-Flavor:Google
+ # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
+ # if [[ "${ROLE}" == 'Master' ]]; then
+ # ... master specific actions ...
+ # else
+ # ... worker specific actions ...
+ # fi
+ { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
+ "executableFile": "A String", # Required. Cloud Storage URI of executable file.
+ "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
+ },
+ ],
+ "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
+ "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
+ },
+ "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
+ "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
+ "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # sub0
+ "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
+ # projects/[project_id]/regions/global/default
+ # default
+ "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
+ # projects/[project_id]/zones/[zone]
+ # us-central1-f
+ "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
+ "a_key": "A String",
+ },
+ "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
+ "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
+ "key": "A String", # Optional. Corresponds to the label key of reservation resource.
+ "values": [ # Optional. Corresponds to the label values of reservation resource.
+ "A String",
+ ],
+ "consumeReservationType": "A String", # Optional. Type of reservation to consume
+ },
+ "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
+ # https://www.googleapis.com/auth/cloud.useraccounts.readonly
+ # https://www.googleapis.com/auth/devstorage.read_write
+ # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
+ # https://www.googleapis.com/auth/bigquery
+ # https://www.googleapis.com/auth/bigtable.admin.table
+ # https://www.googleapis.com/auth/bigtable.data
+ # https://www.googleapis.com/auth/devstorage.full_control
+ "A String",
+ ],
+ "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
+ "A String",
+ ],
+ "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
+ },
+ "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
+ "optionalComponents": [ # Optional. The set of components to activate on the cluster.
+ "A String",
+ ],
+ "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
+ "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
+ # capacity-scheduler: capacity-scheduler.xml
+ # core: core-site.xml
+ # distcp: distcp-default.xml
+ # hdfs: hdfs-site.xml
+ # hive: hive-site.xml
+ # mapred: mapred-site.xml
+ # pig: pig.properties
+ # spark: spark-defaults.conf
+ # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
+ "a_key": "A String",
+ },
+ },
+ "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
+ "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
+ # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ },
+ "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ },
+ "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
+ "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
+ }</pre>
</div>
<div class="method">
@@ -750,8 +750,8 @@
The object takes the form of:
{ # Request message for GetIamPolicy method.
- "options": { # Encapsulates settings provided to GetIamPolicy. # OPTIONAL: A GetPolicyOptions object for specifying options to GetIamPolicy. This field is only used by Cloud IAM.
- "requestedPolicyVersion": 42, # Optional. The policy format version to be returned.Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected.Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset.
+ "options": { # Encapsulates settings provided to GetIamPolicy. # OPTIONAL: A GetPolicyOptions object for specifying options to GetIamPolicy.
+ "requestedPolicyVersion": 42, # Optional. The policy format version to be returned.Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected.Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
},
}
@@ -763,7 +763,7 @@
Returns:
An object of the form:
- { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.Optionally, a binding can specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both.JSON example:
+ { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.For some types of Google Cloud resources, a binding can also specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both. To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).JSON example:
# {
# "bindings": [
# {
@@ -777,7 +777,9 @@
# },
# {
# "role": "roles/resourcemanager.organizationViewer",
- # "members": ["user:eve@example.com"],
+ # "members": [
+ # "user:eve@example.com"
+ # ],
# "condition": {
# "title": "expirable access",
# "description": "Does not grant access after Sep 2020",
@@ -806,10 +808,15 @@
# - etag: BwWWja0YfJA=
# - version: 3
# For a description of IAM and its features, see the IAM documentation (https://cloud.google.com/iam/docs/).
+ "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
+ "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
+ # Getting a policy that includes a conditional role binding
+ # Adding a conditional role binding to a policy
+ # Changing a conditional role binding in a policy
+ # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
"bindings": [ # Associates a list of members to a role. Optionally, may specify a condition that determines how and when the bindings are applied. Each of the bindings must contain at least one member.
{ # Associates members with a role.
- "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
- "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding. NOTE: An unsatisfied condition will not allow user access via current binding. Different bindings, including their conditions, are examined independently.
+ "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding.If the condition evaluates to true, then this binding applies to the current request.If the condition evaluates to false, then this binding does not apply to the current request. However, a different role binding might grant the same role to one or more of the members in this binding.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
# title: "Summary size limit"
# description: "Determines if a summary is less than 100 chars"
# expression: "document.summary.size() < 100"
@@ -843,14 +850,9 @@
# domain:{domain}: The G Suite domain (primary) that represents all the users of that domain. For example, google.com or example.com.
"A String",
],
+ "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
},
],
- "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
- "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
- # Getting a policy that includes a conditional role binding
- # Adding a conditional role binding to a policy
- # Changing a conditional role binding in a policy
- # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.
}</pre>
</div>
@@ -875,252 +877,252 @@
{ # The list of all clusters in a project.
"clusters": [ # Output only. The clusters in the project.
{ # Describes the identifying information, config, and status of a cluster of Compute Engine instances.
- "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
- "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
- "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
- "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
+ "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "a_key": "A String",
+ },
+ "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ "detail": "A String", # Optional. Output only. Details of cluster's state.
+ "state": "A String", # Output only. The cluster's state.
+ "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
+ },
+ "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
+ "yarnMetrics": { # The YARN metrics.
"a_key": "A String",
},
- "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
- "hdfsMetrics": { # The HDFS metrics.
- "a_key": "A String",
- },
- "yarnMetrics": { # The YARN metrics.
- "a_key": "A String",
- },
+ "hdfsMetrics": { # The HDFS metrics.
+ "a_key": "A String",
},
- "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ },
+ "statusHistory": [ # Output only. The previous cluster status.
+ { # The status of a cluster and its instances.
"detail": "A String", # Optional. Output only. Details of cluster's state.
"state": "A String", # Output only. The cluster's state.
"stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
"substate": "A String", # Output only. Additional state information that includes status reported by the agent.
},
- "statusHistory": [ # Output only. The previous cluster status.
- { # The status of a cluster and its instances.
- "detail": "A String", # Optional. Output only. Details of cluster's state.
- "state": "A String", # Output only. The cluster's state.
- "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
- },
- ],
- "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
- "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
- "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
- },
- "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
- "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
- "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
- "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
- "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
- "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
- "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
- "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
- "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
- "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
- "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
- "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
- "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
- },
- },
- "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
- # ROLE=$(curl -H Metadata-Flavor:Google
- # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
- # if [[ "${ROLE}" == 'Master' ]]; then
- # ... master specific actions ...
- # else
- # ... worker specific actions ...
- # fi
- { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
- "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
- "executableFile": "A String", # Required. Cloud Storage URI of executable file.
- },
- ],
- "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
- "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
- "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- },
- "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
- "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
- "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
- # projects/[project_id]/zones/[zone]
- # us-central1-f
- "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
- "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
- "a_key": "A String",
- },
- "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
- # https://www.googleapis.com/auth/cloud.useraccounts.readonly
- # https://www.googleapis.com/auth/devstorage.read_write
- # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
- # https://www.googleapis.com/auth/bigquery
- # https://www.googleapis.com/auth/bigtable.admin.table
- # https://www.googleapis.com/auth/bigtable.data
- # https://www.googleapis.com/auth/devstorage.full_control
- "A String",
- ],
- "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
- "key": "A String", # Optional. Corresponds to the label key of reservation resource.
- "values": [ # Optional. Corresponds to the label values of reservation resource.
- "A String",
- ],
- "consumeReservationType": "A String", # Optional. Type of reservation to consume
- },
- "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
- "A String",
- ],
- "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
- "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
- # projects/[project_id]/regions/us-east1/subnetworks/sub0
- # sub0
- "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
- # projects/[project_id]/regions/global/default
- # default
- },
- "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
- "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
- "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
- # capacity-scheduler: capacity-scheduler.xml
- # core: core-site.xml
- # distcp: distcp-default.xml
- # hdfs: hdfs-site.xml
- # hive: hive-site.xml
- # mapred: mapred-site.xml
- # pig: pig.properties
- # spark: spark-defaults.conf
- # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
- "a_key": "A String",
- },
- "optionalComponents": [ # Optional. The set of components to activate on the cluster.
- "A String",
- ],
- },
- "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
- "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
- # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ ],
+ "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
+ "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
+ "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
+ },
+ "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
+ "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
+ "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
+ "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
+ "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
+ "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
+ "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
+ "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
+ "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
+ "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
+ "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
+ "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
+ "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
+ "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
+ "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
},
},
+ "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
+ # ROLE=$(curl -H Metadata-Flavor:Google
+ # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
+ # if [[ "${ROLE}" == 'Master' ]]; then
+ # ... master specific actions ...
+ # else
+ # ... worker specific actions ...
+ # fi
+ { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
+ "executableFile": "A String", # Required. Cloud Storage URI of executable file.
+ "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
+ },
+ ],
+ "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
+ "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
+ },
+ "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
+ "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
+ "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # sub0
+ "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
+ # projects/[project_id]/regions/global/default
+ # default
+ "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
+ # projects/[project_id]/zones/[zone]
+ # us-central1-f
+ "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
+ "a_key": "A String",
+ },
+ "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
+ "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
+ "key": "A String", # Optional. Corresponds to the label key of reservation resource.
+ "values": [ # Optional. Corresponds to the label values of reservation resource.
+ "A String",
+ ],
+ "consumeReservationType": "A String", # Optional. Type of reservation to consume
+ },
+ "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
+ # https://www.googleapis.com/auth/cloud.useraccounts.readonly
+ # https://www.googleapis.com/auth/devstorage.read_write
+ # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
+ # https://www.googleapis.com/auth/bigquery
+ # https://www.googleapis.com/auth/bigtable.admin.table
+ # https://www.googleapis.com/auth/bigtable.data
+ # https://www.googleapis.com/auth/devstorage.full_control
+ "A String",
+ ],
+ "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
+ "A String",
+ ],
+ "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
+ },
+ "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
+ "optionalComponents": [ # Optional. The set of components to activate on the cluster.
+ "A String",
+ ],
+ "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
+ "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
+ # capacity-scheduler: capacity-scheduler.xml
+ # core: core-site.xml
+ # distcp: distcp-default.xml
+ # hdfs: hdfs-site.xml
+ # hive: hive-site.xml
+ # mapred: mapred-site.xml
+ # pig: pig.properties
+ # spark: spark-defaults.conf
+ # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
+ "a_key": "A String",
+ },
+ },
+ "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
+ "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
+ # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ },
+ "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
},
+ "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
+ "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
+ },
],
"nextPageToken": "A String", # Output only. This token is included in the response if there are more results to fetch. To fetch additional results, provide this value as the page_token in a subsequent ListClustersRequest.
}</pre>
@@ -1141,7 +1143,7 @@
</div>
<div class="method">
- <code class="details" id="patch">patch(projectId, region, clusterName, body=None, gracefulDecommissionTimeout=None, requestId=None, updateMask=None, x__xgafv=None)</code>
+ <code class="details" id="patch">patch(projectId, region, clusterName, body=None, requestId=None, updateMask=None, gracefulDecommissionTimeout=None, x__xgafv=None)</code>
<pre>Updates a cluster in a project. The returned Operation.metadata will be ClusterOperationMetadata (https://cloud.google.com/dataproc/docs/reference/rpc/google.cloud.dataproc.v1#clusteroperationmetadata).
Args:
@@ -1152,254 +1154,253 @@
The object takes the form of:
{ # Describes the identifying information, config, and status of a cluster of Compute Engine instances.
- "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
- "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
- "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
- "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "projectId": "A String", # Required. The Google Cloud Platform project ID that the cluster belongs to.
+ "labels": { # Optional. The labels to associate with this cluster. Label keys must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035 (https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be associated with a cluster.
+ "a_key": "A String",
+ },
+ "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ "detail": "A String", # Optional. Output only. Details of cluster's state.
+ "state": "A String", # Output only. The cluster's state.
+ "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
+ },
+ "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
+ "yarnMetrics": { # The YARN metrics.
"a_key": "A String",
},
- "metrics": { # Contains cluster daemon metrics, such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release. # Output only. Contains cluster daemon metrics such as HDFS and YARN stats.Beta Feature: This report is available for testing purposes only. It may be changed before final release.
- "hdfsMetrics": { # The HDFS metrics.
- "a_key": "A String",
- },
- "yarnMetrics": { # The YARN metrics.
- "a_key": "A String",
- },
+ "hdfsMetrics": { # The HDFS metrics.
+ "a_key": "A String",
},
- "status": { # The status of a cluster and its instances. # Output only. Cluster status.
+ },
+ "statusHistory": [ # Output only. The previous cluster status.
+ { # The status of a cluster and its instances.
"detail": "A String", # Optional. Output only. Details of cluster's state.
"state": "A String", # Output only. The cluster's state.
"stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
"substate": "A String", # Output only. Additional state information that includes status reported by the agent.
},
- "statusHistory": [ # Output only. The previous cluster status.
- { # The status of a cluster and its instances.
- "detail": "A String", # Optional. Output only. Details of cluster's state.
- "state": "A String", # Output only. The cluster's state.
- "stateStartTime": "A String", # Output only. Time when this state was entered (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "substate": "A String", # Output only. Additional state information that includes status reported by the agent.
- },
- ],
- "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
- "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
- "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
- },
- "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
- "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
- "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
- "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
- "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
- "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
- "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
- "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
- "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
- "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
- "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
- "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
- "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
- "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
- "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
- },
- },
- "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
- # ROLE=$(curl -H Metadata-Flavor:Google
- # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
- # if [[ "${ROLE}" == 'Master' ]]; then
- # ... master specific actions ...
- # else
- # ... worker specific actions ...
- # fi
- { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
- "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
- "executableFile": "A String", # Required. Cloud Storage URI of executable file.
- },
- ],
- "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
- "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
- "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
- },
- "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
- "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
- "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
- "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
- "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
- "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
- },
- "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
- "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
- # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
- "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
- # projects/[project_id]/global/images/[image-id]
- # image-idImage family examples. Dataproc will use the most recent image from the family:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
- # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
- "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
- "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
- "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
- },
- "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
- "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
- "A String",
- ],
- "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
- { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
- "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
- "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
- # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
- # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
- },
- ],
- "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
- "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
- },
- "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
- "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
- # projects/[project_id]/zones/[zone]
- # us-central1-f
- "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
- "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
- "a_key": "A String",
- },
- "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
- # https://www.googleapis.com/auth/cloud.useraccounts.readonly
- # https://www.googleapis.com/auth/devstorage.read_write
- # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
- # https://www.googleapis.com/auth/bigquery
- # https://www.googleapis.com/auth/bigtable.admin.table
- # https://www.googleapis.com/auth/bigtable.data
- # https://www.googleapis.com/auth/devstorage.full_control
- "A String",
- ],
- "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
- "key": "A String", # Optional. Corresponds to the label key of reservation resource.
- "values": [ # Optional. Corresponds to the label values of reservation resource.
- "A String",
- ],
- "consumeReservationType": "A String", # Optional. Type of reservation to consume
- },
- "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
- "A String",
- ],
- "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
- "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
- # projects/[project_id]/regions/us-east1/subnetworks/sub0
- # sub0
- "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
- # projects/[project_id]/regions/global/default
- # default
- },
- "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
- "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
- "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
- # capacity-scheduler: capacity-scheduler.xml
- # core: core-site.xml
- # distcp: distcp-default.xml
- # hdfs: hdfs-site.xml
- # hive: hive-site.xml
- # mapred: mapred-site.xml
- # pig: pig.properties
- # spark: spark-defaults.conf
- # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
- "a_key": "A String",
- },
- "optionalComponents": [ # Optional. The set of components to activate on the cluster.
- "A String",
- ],
- },
- "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
- "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
- # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
- # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ ],
+ "config": { # The cluster config. # Required. The cluster config. Note that Dataproc may set default values, and values may change when clusters are updated.
+ "encryptionConfig": { # Encryption settings for the cluster. # Optional. Encryption settings for the cluster.
+ "gcePdKmsKeyName": "A String", # Optional. The Cloud KMS key name to use for PD disk encryption for all instances in the cluster.
+ },
+ "securityConfig": { # Security related configuration, including Kerberos. # Optional. Security settings for the cluster.
+ "kerberosConfig": { # Specifies Kerberos related configuration. # Kerberos related configuration.
+ "keyPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided key. For the self-signed certificate, this password is generated by Dataproc.
+ "keystorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided keystore. For the self-signed certificate, this password is generated by Dataproc.
+ "crossRealmTrustAdminServer": "A String", # Optional. The admin server (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "kdcDbKeyUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the master key of the KDC database.
+ "truststorePasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the password to the user provided truststore. For the self-signed certificate, this password is generated by Dataproc.
+ "realm": "A String", # Optional. The name of the on-cluster Kerberos realm. If not specified, the uppercased domain of hostnames will be the realm.
+ "enableKerberos": True or False, # Optional. Flag to indicate whether to Kerberize the cluster (default: false). Set this field to true to enable Kerberos on a cluster.
+ "truststoreUri": "A String", # Optional. The Cloud Storage URI of the truststore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
+ "crossRealmTrustRealm": "A String", # Optional. The remote realm the Dataproc on-cluster KDC will trust, should the user enable cross realm trust.
+ "rootPrincipalPasswordUri": "A String", # Required. The Cloud Storage URI of a KMS encrypted file containing the root principal password.
+ "kmsKeyUri": "A String", # Required. The uri of the KMS key used to encrypt various sensitive files.
+ "crossRealmTrustKdc": "A String", # Optional. The KDC (IP or hostname) for the remote trusted realm in a cross realm trust relationship.
+ "crossRealmTrustSharedPasswordUri": "A String", # Optional. The Cloud Storage URI of a KMS encrypted file containing the shared password between the on-cluster Kerberos realm and the remote trusted realm, in a cross realm trust relationship.
+ "tgtLifetimeHours": 42, # Optional. The lifetime of the ticket granting ticket, in hours. If not specified, or user specifies 0, then default value 10 will be used.
+ "keystoreUri": "A String", # Optional. The Cloud Storage URI of the keystore file used for SSL encryption. If not provided, Dataproc will provide a self-signed certificate.
},
},
- }
+ "initializationActions": [ # Optional. Commands to execute on each node after config is completed. By default, executables are run on master and all worker nodes. You can test a node's role metadata to run an executable on a master or worker node, as shown below using curl (you can also use wget):
+ # ROLE=$(curl -H Metadata-Flavor:Google
+ # http://metadata/computeMetadata/v1/instance/attributes/dataproc-role)
+ # if [[ "${ROLE}" == 'Master' ]]; then
+ # ... master specific actions ...
+ # else
+ # ... worker specific actions ...
+ # fi
+ { # Specifies an executable to run on a fully configured node and a timeout period for executable completion.
+ "executableFile": "A String", # Required. Cloud Storage URI of executable file.
+ "executionTimeout": "A String", # Optional. Amount of time executable has to complete. Default is 10 minutes (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Cluster creation fails with an explanatory error message (the name of the executable that caused the error and the exceeded timeout period) if the executable is not completed at end of the timeout period.
+ },
+ ],
+ "lifecycleConfig": { # Specifies the cluster auto-delete schedule configuration. # Optional. Lifecycle setting for the cluster.
+ "autoDeleteTtl": "A String", # Optional. The lifetime duration of cluster. The cluster will be auto-deleted at the end of this period. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleStartTime": "A String", # Output only. The time when cluster became idle (most recent job finished) and became eligible for deletion due to idleness (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "autoDeleteTime": "A String", # Optional. The time when cluster will be auto-deleted (see JSON representation of Timestamp (https://developers.google.com/protocol-buffers/docs/proto3#json)).
+ "idleDeleteTtl": "A String", # Optional. The duration to keep the cluster alive while idling (when no jobs are running). Passing this threshold will cause the cluster to be deleted. Minimum value is 10 minutes; maximum value is 14 days (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json).
+ },
+ "configBucket": "A String", # Optional. A Cloud Storage bucket used to stage job dependencies, config files, and job driver console output. If you do not specify a staging bucket, Cloud Dataproc will determine a Cloud Storage location (US, ASIA, or EU) for your cluster's staging bucket according to the Compute Engine zone where your cluster is deployed, and then create and manage this project-level, per-location bucket (see Dataproc staging bucket (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/staging-bucket)).
+ "workerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "gceClusterConfig": { # Common config settings for resources of Compute Engine cluster instances, applicable to all instances in the cluster. # Optional. The shared Compute Engine config settings for all instances in a cluster.
+ "subnetworkUri": "A String", # Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network_uri.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # projects/[project_id]/regions/us-east1/subnetworks/sub0
+ # sub0
+ "networkUri": "A String", # Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork_uri. If neither network_uri nor subnetwork_uri is specified, the "default" network of the project is used, if it exists. Cannot be a "Custom Subnet Network" (see Using Subnetworks (https://cloud.google.com/compute/docs/subnetworks) for more information).A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default
+ # projects/[project_id]/regions/global/default
+ # default
+ "zoneUri": "A String", # Optional. The zone where the Compute Engine cluster will be located. On a create request, it is required in the "global" region. If omitted in a non-global Dataproc region, the service will pick a zone in the corresponding Compute Engine region. On a get request, zone will always be present.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/[zone]
+ # projects/[project_id]/zones/[zone]
+ # us-central1-f
+ "metadata": { # The Compute Engine metadata entries to add to all instances (see Project and instance metadata (https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)).
+ "a_key": "A String",
+ },
+ "internalIpOnly": True or False, # Optional. If true, all instances in the cluster will only have internal IP addresses. By default, clusters are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each instance. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all off-cluster dependencies must be configured to be accessible without external IP addresses.
+ "reservationAffinity": { # Reservation Affinity for consuming Zonal reservation. # Optional. Reservation Affinity for consuming Zonal reservation.
+ "key": "A String", # Optional. Corresponds to the label key of reservation resource.
+ "values": [ # Optional. Corresponds to the label values of reservation resource.
+ "A String",
+ ],
+ "consumeReservationType": "A String", # Optional. Type of reservation to consume
+ },
+ "serviceAccountScopes": [ # Optional. The URIs of service account scopes to be included in Compute Engine instances. The following base set of scopes is always included:
+ # https://www.googleapis.com/auth/cloud.useraccounts.readonly
+ # https://www.googleapis.com/auth/devstorage.read_write
+ # https://www.googleapis.com/auth/logging.writeIf no scopes are specified, the following defaults are also provided:
+ # https://www.googleapis.com/auth/bigquery
+ # https://www.googleapis.com/auth/bigtable.admin.table
+ # https://www.googleapis.com/auth/bigtable.data
+ # https://www.googleapis.com/auth/devstorage.full_control
+ "A String",
+ ],
+ "tags": [ # The Compute Engine tags to add to all instances (see Tagging instances (https://cloud.google.com/compute/docs/label-or-tag-resources#tags)).
+ "A String",
+ ],
+ "serviceAccount": "A String", # Optional. The Dataproc service account (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/service-accounts#service_accounts_in_cloud_dataproc) (also see VM Data Plane identity (https://cloud.google.com/dataproc/docs/concepts/iam/dataproc-principals#vm_service_account_data_plane_identity)) used by Dataproc cluster VM instances to access Google Cloud Platform services.If not specified, the Compute Engine default service account (https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) is used.
+ },
+ "softwareConfig": { # Specifies the selection and config of software inside the cluster. # Optional. The config settings for software inside the cluster.
+ "optionalComponents": [ # Optional. The set of components to activate on the cluster.
+ "A String",
+ ],
+ "imageVersion": "A String", # Optional. The version of software inside the cluster. It must be one of the supported Dataproc Versions (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#supported_cloud_dataproc_versions), such as "1.2" (including a subminor version, such as "1.2.29"), or the "preview" version (https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-versions#other_versions). If unspecified, it defaults to the latest Debian version.
+ "properties": { # Optional. The properties to set on daemon config files.Property keys are specified in prefix:property format, for example core:hadoop.tmp.dir. The following are supported prefixes and their mappings:
+ # capacity-scheduler: capacity-scheduler.xml
+ # core: core-site.xml
+ # distcp: distcp-default.xml
+ # hdfs: hdfs-site.xml
+ # hive: hive-site.xml
+ # mapred: mapred-site.xml
+ # pig: pig.properties
+ # spark: spark-defaults.conf
+ # yarn: yarn-site.xmlFor more information, see Cluster properties (https://cloud.google.com/dataproc/docs/concepts/cluster-properties).
+ "a_key": "A String",
+ },
+ },
+ "autoscalingConfig": { # Autoscaling Policy config associated with the cluster. # Optional. Autoscaling config for the policy associated with the cluster. Cluster does not autoscale if this field is unset.
+ "policyUri": "A String", # Optional. The autoscaling policy used by the cluster.Only resource names including projectid and location (region) are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]
+ # projects/[project_id]/locations/[dataproc_region]/autoscalingPolicies/[policy_id]Note that the policy must be in the same project and Dataproc region.
+ },
+ "masterConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for the master instance in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ "secondaryWorkerConfig": { # The config settings for Compute Engine resources in an instance group, such as a master or worker group. # Optional. The Compute Engine config settings for additional worker instances in a cluster.
+ "minCpuPlatform": "A String", # Optional. Specifies the minimum cpu platform for the Instance Group. See Dataproc -&gt; Minimum CPU Platform (https://cloud.google.com/dataproc/docs/concepts/compute/dataproc-min-cpu).
+ "diskConfig": { # Specifies the config of disk options for a group of VM instances. # Optional. Disk option config settings.
+ "numLocalSsds": 42, # Optional. Number of attached SSDs, from 0 to 4 (default is 0). If SSDs are not attached, the boot disk is used to store runtime logs and HDFS (https://hadoop.apache.org/docs/r1.2.1/hdfs_user_guide.html) data. If one or more SSDs are attached, this runtime bulk data is spread across them, and the boot disk contains only basic config and installed binaries.
+ "bootDiskSizeGb": 42, # Optional. Size in GB of the boot disk (default is 500GB).
+ "bootDiskType": "A String", # Optional. Type of the boot disk (default is "pd-standard"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+ },
+ "preemptibility": "A String", # Optional. Specifies the preemptibility of the instance group.The default value for master and worker groups is NON_PREEMPTIBLE. This default cannot be changed.The default value for secondary instances is PREEMPTIBLE.
+ "machineTypeUri": "A String", # Optional. The Compute Engine machine type used for cluster instances.A full URL, partial URI, or short name are valid. Examples:
+ # https://www.googleapis.com/compute/v1/projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # projects/[project_id]/zones/us-east1-a/machineTypes/n1-standard-2
+ # n1-standard-2Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the machine type resource, for example, n1-standard-2.
+ "imageUri": "A String", # Optional. The Compute Engine image resource used for cluster instances.The URI can represent an image or image family.Image examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/[image-id]
+ # projects/[project_id]/global/images/[image-id]
+ # image-idImage family examples. Dataproc will use the most recent image from the family:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/global/images/family/[custom-image-family-name]
+ # projects/[project_id]/global/images/family/[custom-image-family-name]If the URI is unspecified, it will be inferred from SoftwareConfig.image_version or the system default.
+ "managedGroupConfig": { # Specifies the resources used to actively manage an instance group. # Output only. The config for Compute Engine Instance Group Manager that manages this group. This is only used for preemptible instance groups.
+ "instanceGroupManagerName": "A String", # Output only. The name of the Instance Group Manager for this group.
+ "instanceTemplateName": "A String", # Output only. The name of the Instance Template used for the Managed Instance Group.
+ },
+ "isPreemptible": True or False, # Output only. Specifies that this instance group contains preemptible instances.
+ "instanceNames": [ # Output only. The list of instance names. Dataproc derives the names from cluster_name, num_instances, and the instance group.
+ "A String",
+ ],
+ "accelerators": [ # Optional. The Compute Engine accelerator configuration for these instances.
+ { # Specifies the type and number of accelerator cards attached to the instances of an instance. See GPUs on Compute Engine (https://cloud.google.com/compute/docs/gpus/).
+ "acceleratorTypeUri": "A String", # Full URL, partial URI, or short name of the accelerator type resource to expose to this instance. See Compute Engine AcceleratorTypes (https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes).Examples:
+ # https://www.googleapis.com/compute/beta/projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # projects/[project_id]/zones/us-east1-a/acceleratorTypes/nvidia-tesla-k80
+ # nvidia-tesla-k80Auto Zone Exception: If you are using the Dataproc Auto Zone Placement (https://cloud.google.com/dataproc/docs/concepts/configuring-clusters/auto-zone#using_auto_zone_placement) feature, you must use the short name of the accelerator type resource, for example, nvidia-tesla-k80.
+ "acceleratorCount": 42, # The number of the accelerator cards of this type exposed to this instance.
+ },
+ ],
+ "numInstances": 42, # Optional. The number of VM instances in the instance group. For master instance groups, must be set to 1.
+ },
+ },
+ "clusterUuid": "A String", # Output only. A cluster UUID (Unique Universal Identifier). Dataproc generates this value when it creates the cluster.
+ "clusterName": "A String", # Required. The cluster name. Cluster names within a project must be unique. Names of deleted clusters can be reused.
+}
- gracefulDecommissionTimeout: string, Optional. Timeout for graceful YARN decomissioning. Graceful decommissioning allows removing nodes from the cluster without interrupting jobs in progress. Timeout specifies how long to wait for jobs in progress to finish before forcefully removing nodes (and potentially interrupting jobs). Default timeout is 0 (for forceful decommission), and the maximum allowed timeout is 1 day. (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Only supported on Dataproc image versions 1.2 and higher.
requestId: string, Optional. A unique id used to identify the request. If the server receives two UpdateClusterRequest requests with the same id, then the second request will be ignored and the first google.longrunning.Operation created and stored in the backend is returned.It is recommended to always set this value to a UUID (https://en.wikipedia.org/wiki/Universally_unique_identifier).The id must contain only letters (a-z, A-Z), numbers (0-9), underscores (_), and hyphens (-). The maximum length is 40 characters.
updateMask: string, Required. Specifies the path, relative to Cluster, of the field to update. For example, to change the number of workers in a cluster to 5, the update_mask parameter would be specified as config.worker_config.num_instances, and the PATCH request body would specify the new value, as follows:
{
@@ -1418,6 +1419,7 @@
}
}
<strong>Note:</strong> Currently, only the following fields can be updated:<table> <tbody> <tr> <td><strong>Mask</strong></td> <td><strong>Purpose</strong></td> </tr> <tr> <td><strong><em>labels</em></strong></td> <td>Update labels</td> </tr> <tr> <td><strong><em>config.worker_config.num_instances</em></strong></td> <td>Resize primary worker group</td> </tr> <tr> <td><strong><em>config.secondary_worker_config.num_instances</em></strong></td> <td>Resize secondary worker group</td> </tr> <tr> <td>config.autoscaling_config.policy_uri</td><td>Use, stop using, or change autoscaling policies</td> </tr> </tbody> </table>
+ gracefulDecommissionTimeout: string, Optional. Timeout for graceful YARN decomissioning. Graceful decommissioning allows removing nodes from the cluster without interrupting jobs in progress. Timeout specifies how long to wait for jobs in progress to finish before forcefully removing nodes (and potentially interrupting jobs). Default timeout is 0 (for forceful decommission), and the maximum allowed timeout is 1 day. (see JSON representation of Duration (https://developers.google.com/protocol-buffers/docs/proto3#json)).Only supported on Dataproc image versions 1.2 and higher.
x__xgafv: string, V1 error format.
Allowed values
1 - v1 error format
@@ -1427,6 +1429,9 @@
An object of the form:
{ # This resource represents a long-running operation that is the result of a network API call.
+ "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
+ "a_key": "", # Properties of the object. Contains field @type with type URL.
+ },
"done": True or False, # If the value is false, it means the operation is still in progress. If true, the operation is completed, and either error or response is available.
"response": { # The normal response of the operation in case of success. If the original method returns no data on success, such as Delete, the response is google.protobuf.Empty. If the original method is standard Get/Create/Update, the response should be the resource. For other methods, the response should have the type XxxResponse, where Xxx is the original method name. For example, if the original method name is TakeSnapshot(), the inferred response type is TakeSnapshotResponse.
"a_key": "", # Properties of the object. Contains field @type with type URL.
@@ -1441,15 +1446,12 @@
},
],
},
- "metadata": { # Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.
- "a_key": "", # Properties of the object. Contains field @type with type URL.
- },
}</pre>
</div>
<div class="method">
<code class="details" id="setIamPolicy">setIamPolicy(resource, body=None, x__xgafv=None)</code>
- <pre>Sets the access control policy on the specified resource. Replaces any existing policy.Can return Public Errors: NOT_FOUND, INVALID_ARGUMENT and PERMISSION_DENIED
+ <pre>Sets the access control policy on the specified resource. Replaces any existing policy.Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.
Args:
resource: string, REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field. (required)
@@ -1457,7 +1459,7 @@
The object takes the form of:
{ # Request message for SetIamPolicy method.
- "policy": { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.Optionally, a binding can specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both.JSON example: # REQUIRED: The complete policy to be applied to the resource. The size of the policy is limited to a few 10s of KB. An empty policy is a valid policy but certain Cloud Platform services (such as Projects) might reject them.
+ "policy": { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.For some types of Google Cloud resources, a binding can also specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both. To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).JSON example: # REQUIRED: The complete policy to be applied to the resource. The size of the policy is limited to a few 10s of KB. An empty policy is a valid policy but certain Cloud Platform services (such as Projects) might reject them.
# {
# "bindings": [
# {
@@ -1471,7 +1473,9 @@
# },
# {
# "role": "roles/resourcemanager.organizationViewer",
- # "members": ["user:eve@example.com"],
+ # "members": [
+ # "user:eve@example.com"
+ # ],
# "condition": {
# "title": "expirable access",
# "description": "Does not grant access after Sep 2020",
@@ -1500,10 +1504,15 @@
# - etag: BwWWja0YfJA=
# - version: 3
# For a description of IAM and its features, see the IAM documentation (https://cloud.google.com/iam/docs/).
+ "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
+ "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
+ # Getting a policy that includes a conditional role binding
+ # Adding a conditional role binding to a policy
+ # Changing a conditional role binding in a policy
+ # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
"bindings": [ # Associates a list of members to a role. Optionally, may specify a condition that determines how and when the bindings are applied. Each of the bindings must contain at least one member.
{ # Associates members with a role.
- "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
- "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding. NOTE: An unsatisfied condition will not allow user access via current binding. Different bindings, including their conditions, are examined independently.
+ "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding.If the condition evaluates to true, then this binding applies to the current request.If the condition evaluates to false, then this binding does not apply to the current request. However, a different role binding might grant the same role to one or more of the members in this binding.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
# title: "Summary size limit"
# description: "Determines if a summary is less than 100 chars"
# expression: "document.summary.size() < 100"
@@ -1537,14 +1546,9 @@
# domain:{domain}: The G Suite domain (primary) that represents all the users of that domain. For example, google.com or example.com.
"A String",
],
+ "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
},
],
- "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
- "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
- # Getting a policy that includes a conditional role binding
- # Adding a conditional role binding to a policy
- # Changing a conditional role binding in a policy
- # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.
},
}
@@ -1556,7 +1560,7 @@
Returns:
An object of the form:
- { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.Optionally, a binding can specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both.JSON example:
+ { # An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.A Policy is a collection of bindings. A binding binds one or more members to a single role. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A role is a named list of permissions; each role can be an IAM predefined role or a user-created custom role.For some types of Google Cloud resources, a binding can also specify a condition, which is a logical expression that allows access to a resource only if the expression evaluates to true. A condition can add constraints based on attributes of the request, the resource, or both. To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).JSON example:
# {
# "bindings": [
# {
@@ -1570,7 +1574,9 @@
# },
# {
# "role": "roles/resourcemanager.organizationViewer",
- # "members": ["user:eve@example.com"],
+ # "members": [
+ # "user:eve@example.com"
+ # ],
# "condition": {
# "title": "expirable access",
# "description": "Does not grant access after Sep 2020",
@@ -1599,10 +1605,15 @@
# - etag: BwWWja0YfJA=
# - version: 3
# For a description of IAM and its features, see the IAM documentation (https://cloud.google.com/iam/docs/).
+ "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
+ "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
+ # Getting a policy that includes a conditional role binding
+ # Adding a conditional role binding to a policy
+ # Changing a conditional role binding in a policy
+ # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
"bindings": [ # Associates a list of members to a role. Optionally, may specify a condition that determines how and when the bindings are applied. Each of the bindings must contain at least one member.
{ # Associates members with a role.
- "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
- "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding. NOTE: An unsatisfied condition will not allow user access via current binding. Different bindings, including their conditions, are examined independently.
+ "condition": { # Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.Example (Comparison): # The condition that is associated with this binding.If the condition evaluates to true, then this binding applies to the current request.If the condition evaluates to false, then this binding does not apply to the current request. However, a different role binding might grant the same role to one or more of the members in this binding.To learn which resources support conditions in their IAM policies, see the IAM documentation (https://cloud.google.com/iam/help/conditions/resource-policies).
# title: "Summary size limit"
# description: "Determines if a summary is less than 100 chars"
# expression: "document.summary.size() < 100"
@@ -1636,14 +1647,9 @@
# domain:{domain}: The G Suite domain (primary) that represents all the users of that domain. For example, google.com or example.com.
"A String",
],
+ "role": "A String", # Role that is assigned to members. For example, roles/viewer, roles/editor, or roles/owner.
},
],
- "etag": "A String", # etag is used for optimistic concurrency control as a way to help prevent simultaneous updates of a policy from overwriting each other. It is strongly suggested that systems make use of the etag in the read-modify-write cycle to perform policy updates in order to avoid race conditions: An etag is returned in the response to getIamPolicy, and systems are expected to put that etag in the request to setIamPolicy to ensure that their change will be applied to the same version of the policy.Important: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.
- "version": 42, # Specifies the format of the policy.Valid values are 0, 1, and 3. Requests that specify an invalid value are rejected.Any operation that affects conditional role bindings must specify version 3. This requirement applies to the following operations:
- # Getting a policy that includes a conditional role binding
- # Adding a conditional role binding to a policy
- # Changing a conditional role binding in a policy
- # Removing any role binding, with or without a condition, from a policy that includes conditionsImportant: If you use IAM Conditions, you must include the etag field whenever you call setIamPolicy. If you omit this field, then IAM allows you to overwrite a version 3 policy with a version 1 policy, and all of the conditions in the version 3 policy are lost.If a policy does not include any conditions, operations on that policy may specify any valid version or leave the field unset.
}</pre>
</div>