Data Proc API, gRPC: JobService.Create

Written by

Yandex Cloud

Updated at October 17, 2024

gRPC request
CreateJobRequest
MapreduceJob
SparkJob
PysparkJob
HiveJob
QueryList
operation.Operation
CreateJobMetadata
Job
MapreduceJob
SparkJob
PysparkJob
HiveJob
QueryList
ApplicationInfo
ApplicationAttempt

Creates a job for a cluster.

gRPC request

rpc Create (CreateJobRequest) returns (operation.Operation)

CreateJobRequest

{
  "clusterId": "string",
  "name": "string",
  // Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`
  "mapreduceJob": {
    "args": [
      "string"
    ],
    "jarFileUris": [
      "string"
    ],
    "fileUris": [
      "string"
    ],
    "archiveUris": [
      "string"
    ],
    "properties": "string",
    // Includes only one of the fields `mainJarFileUri`, `mainClass`
    "mainJarFileUri": "string",
    "mainClass": "string"
    // end of the list of possible fields
  },
  "sparkJob": {
    "args": [
      "string"
    ],
    "jarFileUris": [
      "string"
    ],
    "fileUris": [
      "string"
    ],
    "archiveUris": [
      "string"
    ],
    "properties": "string",
    "mainJarFileUri": "string",
    "mainClass": "string",
    "packages": [
      "string"
    ],
    "repositories": [
      "string"
    ],
    "excludePackages": [
      "string"
    ]
  },
  "pysparkJob": {
    "args": [
      "string"
    ],
    "jarFileUris": [
      "string"
    ],
    "fileUris": [
      "string"
    ],
    "archiveUris": [
      "string"
    ],
    "properties": "string",
    "mainPythonFileUri": "string",
    "pythonFileUris": [
      "string"
    ],
    "packages": [
      "string"
    ],
    "repositories": [
      "string"
    ],
    "excludePackages": [
      "string"
    ]
  },
  "hiveJob": {
    "properties": "string",
    "continueOnFailure": "bool",
    "scriptVariables": "string",
    "jarFileUris": [
      "string"
    ],
    // Includes only one of the fields `queryFileUri`, `queryList`
    "queryFileUri": "string",
    "queryList": {
      "queries": [
        "string"
      ]
    }
    // end of the list of possible fields
  }
  // end of the list of possible fields
}

Field	Description
clusterId	string Required field. ID of the cluster to create a job for.
name	string Name of the job.
mapreduceJob	MapreduceJob Specification for a MapReduce job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
sparkJob	SparkJob Specification for a Spark job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
pysparkJob	PysparkJob Specification for a PySpark job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
hiveJob	HiveJob Specification for a Hive job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.

MapreduceJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and MapReduce.
mainJarFileUri	string HCFS URI of the .jar file containing the driver class. Includes only one of the fields `mainJarFileUri`, `mainClass`.
mainClass	string The name of the driver class. Includes only one of the fields `mainJarFileUri`, `mainClass`.

SparkJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and Spark.
mainJarFileUri	string The HCFS URI of the JAR file containing the `main` class for the job.
mainClass	string The name of the driver class.
packages[]	string List of maven coordinates of jars to include on the driver and executor classpaths.
repositories[]	string List of additional remote repositories to search for the maven coordinates given with --packages.
excludePackages[]	string List of groupId:artifactId, to exclude while resolving the dependencies provided in --packages to avoid dependency conflicts.

PysparkJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and PySpark.
mainPythonFileUri	string URI of the file with the driver code. Must be a .py file.
pythonFileUris[]	string URIs of Python files to pass to the PySpark framework.
packages[]	string List of maven coordinates of jars to include on the driver and executor classpaths.
repositories[]	string List of additional remote repositories to search for the maven coordinates given with --packages.
excludePackages[]	string List of groupId:artifactId, to exclude while resolving the dependencies provided in --packages to avoid dependency conflicts.

HiveJob

Field	Description
properties	string Property names and values, used to configure Data Proc and Hive.
continueOnFailure	bool Flag indicating whether a job should continue to run if a query fails.
scriptVariables	string Query variables and their values.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Hive driver and each task.
queryFileUri	string URI of the script with all the necessary Hive queries. Includes only one of the fields `queryFileUri`, `queryList`.
queryList	QueryList List of Hive queries to be used in the job. Includes only one of the fields `queryFileUri`, `queryList`.

QueryList

Field

Description

queries[]

string

List of Hive queries.

operation.Operation

{
  "id": "string",
  "description": "string",
  "createdAt": "google.protobuf.Timestamp",
  "createdBy": "string",
  "modifiedAt": "google.protobuf.Timestamp",
  "done": "bool",
  "metadata": {
    "clusterId": "string",
    "jobId": "string"
  },
  // Includes only one of the fields `error`, `response`
  "error": "google.rpc.Status",
  "response": {
    "id": "string",
    "clusterId": "string",
    "createdAt": "google.protobuf.Timestamp",
    "startedAt": "google.protobuf.Timestamp",
    "finishedAt": "google.protobuf.Timestamp",
    "name": "string",
    "createdBy": "string",
    "status": "Status",
    // Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`
    "mapreduceJob": {
      "args": [
        "string"
      ],
      "jarFileUris": [
        "string"
      ],
      "fileUris": [
        "string"
      ],
      "archiveUris": [
        "string"
      ],
      "properties": "string",
      // Includes only one of the fields `mainJarFileUri`, `mainClass`
      "mainJarFileUri": "string",
      "mainClass": "string"
      // end of the list of possible fields
    },
    "sparkJob": {
      "args": [
        "string"
      ],
      "jarFileUris": [
        "string"
      ],
      "fileUris": [
        "string"
      ],
      "archiveUris": [
        "string"
      ],
      "properties": "string",
      "mainJarFileUri": "string",
      "mainClass": "string",
      "packages": [
        "string"
      ],
      "repositories": [
        "string"
      ],
      "excludePackages": [
        "string"
      ]
    },
    "pysparkJob": {
      "args": [
        "string"
      ],
      "jarFileUris": [
        "string"
      ],
      "fileUris": [
        "string"
      ],
      "archiveUris": [
        "string"
      ],
      "properties": "string",
      "mainPythonFileUri": "string",
      "pythonFileUris": [
        "string"
      ],
      "packages": [
        "string"
      ],
      "repositories": [
        "string"
      ],
      "excludePackages": [
        "string"
      ]
    },
    "hiveJob": {
      "properties": "string",
      "continueOnFailure": "bool",
      "scriptVariables": "string",
      "jarFileUris": [
        "string"
      ],
      // Includes only one of the fields `queryFileUri`, `queryList`
      "queryFileUri": "string",
      "queryList": {
        "queries": [
          "string"
        ]
      }
      // end of the list of possible fields
    },
    // end of the list of possible fields
    "applicationInfo": {
      "id": "string",
      "applicationAttempts": [
        {
          "id": "string",
          "amContainerId": "string"
        }
      ]
    }
  }
  // end of the list of possible fields
}

An Operation resource. For more information, see Operation.

Field	Description
id	string ID of the operation.
description	string Description of the operation. 0-256 characters long.
createdAt	google.protobuf.Timestamp Creation timestamp.
createdBy	string ID of the user or service account who initiated the operation.
modifiedAt	google.protobuf.Timestamp The time when the Operation resource was last modified.
done	bool 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.
metadata	CreateJobMetadata Service-specific metadata associated with the operation. It typically contains the ID of the target resource that the operation is performed on. Any method that returns a long-running operation should document the metadata type, if any.
error	google.rpc.Status The error result of the operation in case of failure or cancellation. Includes only one of the fields `error`, `response`. The operation result. If `done == false` and there was no failure detected, neither `error` nor `response` is set. If `done == false` and there was a failure detected, `error` is set. If `done == true`, exactly one of `error` or `response` is set.
response	Job 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 the standard Create/Update, the response should be the target resource of the operation. Any method that returns a long-running operation should document the response type, if any. Includes only one of the fields `error`, `response`. The operation result. If `done == false` and there was no failure detected, neither `error` nor `response` is set. If `done == false` and there was a failure detected, `error` is set. If `done == true`, exactly one of `error` or `response` is set.

CreateJobMetadata

Field

Description

clusterId

string

Required field. ID of the cluster that the job is being created for.

jobId

string

ID of the job being created.

Job

A Data Proc job. For details about the concept, see documentation.

Field	Description
id	string ID of the job. Generated at creation time.
clusterId	string ID of the Data Proc cluster that the job belongs to.
createdAt	google.protobuf.Timestamp Creation timestamp.
startedAt	google.protobuf.Timestamp The time when the job was started.
finishedAt	google.protobuf.Timestamp The time when the job was finished.
name	string Name of the job, specified in the JobService.Create request.
createdBy	string The id of the user who created the job
status	enum Status Job status. `STATUS_UNSPECIFIED` `PROVISIONING`: Job is logged in the database and is waiting for the agent to run it. `PENDING`: Job is acquired by the agent and is in the queue for execution. `RUNNING`: Job is being run in the cluster. `ERROR`: Job failed to finish the run properly. `DONE`: Job is finished. `CANCELLED`: Job is cancelled. `CANCELLING`: Job is waiting for cancellation.
mapreduceJob	MapreduceJob Specification for a MapReduce job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
sparkJob	SparkJob Specification for a Spark job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
pysparkJob	PysparkJob Specification for a PySpark job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
hiveJob	HiveJob Specification for a Hive job. Includes only one of the fields `mapreduceJob`, `sparkJob`, `pysparkJob`, `hiveJob`. Specification for the job.
applicationInfo	ApplicationInfo Attributes of YARN application.

MapreduceJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and MapReduce.
mainJarFileUri	string HCFS URI of the .jar file containing the driver class. Includes only one of the fields `mainJarFileUri`, `mainClass`.
mainClass	string The name of the driver class. Includes only one of the fields `mainJarFileUri`, `mainClass`.

SparkJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and Spark.
mainJarFileUri	string The HCFS URI of the JAR file containing the `main` class for the job.
mainClass	string The name of the driver class.
packages[]	string List of maven coordinates of jars to include on the driver and executor classpaths.
repositories[]	string List of additional remote repositories to search for the maven coordinates given with --packages.
excludePackages[]	string List of groupId:artifactId, to exclude while resolving the dependencies provided in --packages to avoid dependency conflicts.

PysparkJob

Field	Description
args[]	string Optional arguments to pass to the driver.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Data Proc driver and each task.
fileUris[]	string URIs of resource files to be copied to the working directory of Data Proc drivers and distributed Hadoop tasks.
archiveUris[]	string URIs of archives to be extracted to the working directory of Data Proc drivers and tasks.
properties	string Property names and values, used to configure Data Proc and PySpark.
mainPythonFileUri	string URI of the file with the driver code. Must be a .py file.
pythonFileUris[]	string URIs of Python files to pass to the PySpark framework.
packages[]	string List of maven coordinates of jars to include on the driver and executor classpaths.
repositories[]	string List of additional remote repositories to search for the maven coordinates given with --packages.
excludePackages[]	string List of groupId:artifactId, to exclude while resolving the dependencies provided in --packages to avoid dependency conflicts.

HiveJob

Field	Description
properties	string Property names and values, used to configure Data Proc and Hive.
continueOnFailure	bool Flag indicating whether a job should continue to run if a query fails.
scriptVariables	string Query variables and their values.
jarFileUris[]	string JAR file URIs to add to CLASSPATH of the Hive driver and each task.
queryFileUri	string URI of the script with all the necessary Hive queries. Includes only one of the fields `queryFileUri`, `queryList`.
queryList	QueryList List of Hive queries to be used in the job. Includes only one of the fields `queryFileUri`, `queryList`.

QueryList

Field

Description

queries[]

string

List of Hive queries.

ApplicationInfo

Field

Description

string

ID of YARN application

applicationAttempts[]

ApplicationAttempt

YARN application attempts

ApplicationAttempt

Field

Description

string

ID of YARN application attempt

amContainerId

string

ID of YARN Application Master container

Data Proc API, gRPC: JobService.Create

gRPC requestgRPC request

CreateJobRequestCreateJobRequest

MapreduceJobMapreduceJob

SparkJobSparkJob

PysparkJobPysparkJob

HiveJobHiveJob

QueryListQueryList

operation.Operationoperation.Operation

CreateJobMetadataCreateJobMetadata

JobJob

MapreduceJobMapreduceJob

SparkJobSparkJob

PysparkJobPysparkJob

HiveJobHiveJob

QueryListQueryList

ApplicationInfoApplicationInfo

ApplicationAttemptApplicationAttempt

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gRPC request

CreateJobRequest

MapreduceJob

SparkJob

PysparkJob

HiveJob

QueryList

operation.Operation

CreateJobMetadata

Job

MapreduceJob

SparkJob

PysparkJob

HiveJob

QueryList

ApplicationInfo

ApplicationAttempt