- NAME
-
- gcloud beta dataproc batches submit - submit a Dataproc batch job
- SYNOPSIS
-
-
gcloud beta dataproc batches submitCOMMAND[--async] [--batch=BATCH] [--container-image=CONTAINER_IMAGE] [--history-server-cluster=HISTORY_SERVER_CLUSTER] [--kms-key=KMS_KEY] [--labels=[KEY=VALUE, …]] [--metastore-service=METASTORE_SERVICE] [--properties=[PROPERTY=VALUE, …]] [--region=REGION] [--request-id=REQUEST_ID] [--resource-manager-tag=KEY=VALUE] [--service-account=SERVICE_ACCOUNT] [--staging-bucket=STAGING_BUCKET] [--tags=[TAGS, …]] [--ttl=TTL] [--user-workload-authentication-type=USER_WORKLOAD_AUTHENTICATION_TYPE] [--version=VERSION] [--network=NETWORK|--subnet=SUBNET] [GCLOUD_WIDE_FLAG …]
-
- DESCRIPTION
-
(BETA)Submit a Dataproc batch job. - EXAMPLES
- To submit a PySpark job, run:
gcloud beta dataproc batches submit pyspark my-pyspark.py --region = 'us-central1' --deps-bucket = gs://my-bucket --py-files = 'path/to/my/python/scripts'To submit a Spark job, run:
gcloud beta dataproc batches submit spark --region = 'us-central1' --deps-bucket = gs://my-bucket --jar = 'my_jar.jar' -- ARG1 ARG2To submit a Spark-R job, run:
gcloud beta dataproc batches submit spark-r my-main-r.r --region = 'us-central1' --deps-bucket = gs://my-bucket -- ARG1 ARG2To submit a Spark-Sql job, run:
gcloud beta dataproc batches submit spark-sql 'my-sql-script.sql' --region = 'us-central1' --deps-bucket = gs://my-bucket --vars = 'variable=value' - FLAGS
-
-
--async - Return immediately without waiting for the operation in progress to complete.
-
--batch=BATCH - The ID of the batch job to submit. The ID must contain only lowercase letters (a-z), numbers (0-9) and hyphens (-). The length of the name must be between 4 and 63 characters. If this argument is not provided, a random generated UUID will be used.
-
--container-image=CONTAINER_IMAGE - Optional custom container image to use for the batch/session runtime environment. If not specified, a default container image will be used. The value should follow the container image naming format: {registry}/{repository}/{name}:{tag}, for example, gcr.io/my-project/my-image:1.2.3
-
--history-server-cluster=HISTORY_SERVER_CLUSTER - Spark History Server configuration for the batch/session job. Resource name of an existing Dataproc cluster to act as a Spark History Server for the workload in the format: "projects/{project_id}/regions/{region}/clusters/{cluster_name}".
-
--kms-key=KMS_KEY - Cloud KMS key to use for encryption.
-
--labels=[KEY=VALUE,…] - List of label KEY=VALUE pairs to add.
Keys must start with a lowercase character and contain only hyphens (
-), underscores (_), lowercase characters, and numbers. Values must contain only hyphens (-), underscores (_), lowercase characters, and numbers. - Name of a Dataproc Metastore service to be used as an external metastore in the format: "projects/{project-id}/locations/{region}/services/{service-name}".
-
--properties=[PROPERTY=VALUE,…] - Specifies configuration properties for the workload. See Dataproc Serverless for Spark documentation for the list of supported properties.
- Region resource - Dataproc region to use. Each Dataproc region constitutes an
independent resource namespace constrained to deploying instances into Compute
Engine zones inside the region. This represents a Cloud resource. (NOTE) Some
attributes are not given arguments in this group but can be set in other ways.
To set the
projectattribute:- provide the argument
--regionon the command line with a fully specified name; - set the property
dataproc/regionwith a fully specified name; - provide the argument
--projecton the command line; - set the property
core/project.
- provide the argument
-
--region=REGION - ID of the region or fully qualified identifier for the region.
To set the
regionattribute:- provide the argument
--regionon the command line; - set the property
dataproc/region.
- provide the argument
-
--request-id=REQUEST_ID - A unique ID that identifies the request. If the service receives two batch
create requests with the same request_id, the second request is ignored and the
operation that corresponds to the first batch created and stored in the backend
is returned. Recommendation: Always set this value to a UUID. The value must
contain only letters (a-z, A-Z), numbers (0-9), underscores (
), and hyphens (-). The maximum length is 40 characters. -
--resource-manager-tag=KEY=VALUE - Resource Manager Tags to be associated with the compute resources created for the workload. Only one key-value pair can be specified per flag. Repeat the flag to specify multiple tags.
-
--service-account=SERVICE_ACCOUNT - The IAM service account to be used for a batch/session job.
-
--staging-bucket=STAGING_BUCKET - The Cloud Storage bucket to use to store job dependencies, config files, and job driver console output. If not specified, the default [staging bucket] (https://cloud.google.com/dataproc-serverless/docs/concepts/buckets) is used.
- Network tags for traffic control.
-
--ttl=TTL - The duration after the workload will be unconditionally terminated, for example, '20m' or '1h'. Run gcloud topic datetimes for information on duration formats.
-
--user-workload-authentication-type=USER_WORKLOAD_AUTHENTICATION_TYPE - Whether to use END_USER_CREDENTIALS or SERVICE_ACCOUNT to run the workload.
-
--version=VERSION - Optional runtime version. If not specified, a default version will be used.
- At most one of these can be specified:
-
--network=NETWORK - Network URI to connect network to.
-
--subnet=SUBNET - Subnetwork URI to connect network to. Subnet must have Private Google Access enabled.
-
-
- GCLOUD WIDE FLAGS
- These flags are available to all commands:
--help.Run
$ gcloud helpfor details. - COMMANDS
-
is one of the following:COMMAND - NOTES
- This command is currently in beta and might change without notice. This variant
is also available:
gcloud dataproc batches submit
gcloud beta dataproc batches submit
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Last updated 2026-05-27 UTC.

