NAME

gcloud beta dataproc jobs submit spark - submit a Spark job to a cluster

SYNOPSIS

gcloud beta dataproc jobs submit spark (--class=MAIN_CLASS | --jar=MAIN_JAR) (--cluster=CLUSTER | --cluster-labels=[KEY=VALUE,...]) [--archives=[ARCHIVE,...]] [--async] [--bucket=BUCKET] [--driver-log-levels=[PACKAGE=LEVEL,...]] [--files=[FILE,...]] [--jars=[JAR,...]] [--labels=[KEY=VALUE,...]] [--max-failures-per-hour=MAX_FAILURES_PER_HOUR] [--max-failures-total=MAX_FAILURES_TOTAL] [--properties=[PROPERTY=VALUE,...]] [--properties-file=PROPERTIES_FILE] [--region=REGION] [GCLOUD_WIDE_FLAG ...] [-- JOB_ARGS ...]

DESCRIPTION

(BETA) Submit a Spark job to a cluster.

EXAMPLES

To submit a Spark job that runs the main class of a jar, run:

$ gcloud beta dataproc jobs submit spark --cluster=my-cluster \ --region=us-central1 --jar=my_jar.jar -- arg1 arg2

To submit a Spark job that runs a specific class of a jar, run:

$ gcloud beta dataproc jobs submit spark --cluster=my-cluster \ --region=us-central1 --class=org.my.main.Class \ --jars=my_jar1.jar,my_jar2.jar -- arg1 arg2

To submit a Spark job that runs a jar that is already on the cluster, run:

$ gcloud beta dataproc jobs submit spark --cluster=my-cluster \ --region=us-central1 --class=org.apache.spark.examples.SparkPi \ --jars=file:///usr/lib/spark/examples/jars/spark-examples.jar \ -- 1000

POSITIONAL ARGUMENTS

[-- JOB_ARGS ...]

Arguments to pass to the driver.

The '--' argument must be specified between gcloud specific args on the left and JOB_ARGS on the right.

REQUIRED FLAGS

Exactly one of these must be specified:
--class=MAIN_CLASS

The class containing the main method of the driver. Must be in a provided jar or jar that is already on the classpath

--jar=MAIN_JAR

The HCFS URI of jar file containing the driver jar.

Exactly one of these must be specified:
--cluster=CLUSTER

The Dataproc cluster to submit the job to.

--cluster-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.

Labels of Dataproc cluster on which to place the job.

OPTIONAL FLAGS

--archives=[ARCHIVE,...]

Comma separated list of archives to be extracted into the working directory of each executor. Must be one of the following file formats: .zip, .tar, .tar.gz, or .tgz.

--async

Return immediately, without waiting for the operation in progress to complete.

--bucket=BUCKET

The Cloud Storage bucket to stage files in. Defaults to the cluster's configured bucket.

--driver-log-levels=[PACKAGE=LEVEL,...]

List of package to log4j log level pairs to configure driver logging. For example: root=FATAL,com.example=INFO

--files=[FILE,...]

Comma separated list of files to be placed in the working directory of both the app master and executors.

--jars=[JAR,...]

Comma separated list of jar files to be provided to the executor and driver classpaths.

--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.

--max-failures-per-hour=MAX_FAILURES_PER_HOUR

Specifies the maximum number of times a job can be restarted per hour in event of failure. Default is 0 (no retries after job failure).

--max-failures-total=MAX_FAILURES_TOTAL

Specifies the maximum total number of times a job can be restarted after the job fails. Default is 0 (no retries after job failure).

--properties=[PROPERTY=VALUE,...]

List of key value pairs to configure Spark. For a list of available properties, see: https://spark.apache.org/docs/latest/configuration.html#available-properties.

--properties-file=PROPERTIES_FILE

Path to a local file or a file in a Cloud Storage bucket containing configuration properties for the job. The client machine running this command must have read permission to the file.

Specify properties in the form of property=value in the text file. For example:

# Properties to set for the job: key1=value1 key2=value2 # Comment out properties not used. # key3=value3

If a property is set in both --properties and --properties-file, the value defined in --properties takes precedence.

--region=REGION

Dataproc region to use. Each Dataproc region constitutes an independent resource namespace constrained to deploying instances into Compute Engine zones inside the region. Overrides the default dataproc/region property value for this command invocation.

GCLOUD WIDE FLAGS

These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.

Run $ gcloud help for details.

NOTES

This command is currently in beta and might change without notice. These variants are also available:

$ gcloud dataproc jobs submit spark

$ gcloud alpha dataproc jobs submit spark