Amazon EMR Containers

2022/11/04 - Amazon EMR Containers - 4 new 1 updated api methods

Changes  Adding support for Job templates. Job templates allow you to create and store templates to configure Spark applications parameters. This helps you ensure consistent settings across applications by reusing and enforcing configuration overrides in data pipelines.

DeleteJobTemplate (new) Link ¶

Deletes a job template. Job template stores values of StartJobRun API request in a template and can be used to start a job run. Job template allows two use cases: avoid repeating recurring StartJobRun API request values, enforcing certain values in StartJobRun API request.

See also: AWS API Documentation

Request Syntax

client.delete_job_template(
    id='string'
)
type id

string

param id

[REQUIRED]

The ID of the job template that will be deleted.

rtype

dict

returns

Response Syntax

{
    'id': 'string'
}

Response Structure

  • (dict) --

    • id (string) --

      This output contains the ID of the job template that was deleted.

DescribeJobTemplate (new) Link ¶

Displays detailed information about a specified job template. Job template stores values of StartJobRun API request in a template and can be used to start a job run. Job template allows two use cases: avoid repeating recurring StartJobRun API request values, enforcing certain values in StartJobRun API request.

See also: AWS API Documentation

Request Syntax

client.describe_job_template(
    id='string'
)
type id

string

param id

[REQUIRED]

The ID of the job template that will be described.

rtype

dict

returns

Response Syntax

{
    'jobTemplate': {
        'name': 'string',
        'id': 'string',
        'arn': 'string',
        'createdAt': datetime(2015, 1, 1),
        'createdBy': 'string',
        'tags': {
            'string': 'string'
        },
        'jobTemplateData': {
            'executionRoleArn': 'string',
            'releaseLabel': 'string',
            'configurationOverrides': {
                'applicationConfiguration': [
                    {
                        'classification': 'string',
                        'properties': {
                            'string': 'string'
                        },
                        'configurations': {'... recursive ...'}
                    },
                ],
                'monitoringConfiguration': {
                    'persistentAppUI': 'string',
                    'cloudWatchMonitoringConfiguration': {
                        'logGroupName': 'string',
                        'logStreamNamePrefix': 'string'
                    },
                    's3MonitoringConfiguration': {
                        'logUri': 'string'
                    }
                }
            },
            'jobDriver': {
                'sparkSubmitJobDriver': {
                    'entryPoint': 'string',
                    'entryPointArguments': [
                        'string',
                    ],
                    'sparkSubmitParameters': 'string'
                },
                'sparkSqlJobDriver': {
                    'entryPoint': 'string',
                    'sparkSqlParameters': 'string'
                }
            },
            'parameterConfiguration': {
                'string': {
                    'type': 'NUMBER'|'STRING',
                    'defaultValue': 'string'
                }
            },
            'jobTags': {
                'string': 'string'
            }
        },
        'kmsKeyArn': 'string',
        'decryptionError': 'string'
    }
}

Response Structure

  • (dict) --

    • jobTemplate (dict) --

      This output displays information about the specified job template.

      • name (string) --

        The name of the job template.

      • id (string) --

        The ID of the job template.

      • arn (string) --

        The ARN of the job template.

      • createdAt (datetime) --

        The date and time when the job template was created.

      • createdBy (string) --

        The user who created the job template.

      • tags (dict) --

        The tags assigned to the job template.

        • (string) --

          • (string) --

      • jobTemplateData (dict) --

        The job template data which holds values of StartJobRun API request.

        • executionRoleArn (string) --

          The execution role ARN of the job run.

        • releaseLabel (string) --

          The release version of Amazon EMR.

        • configurationOverrides (dict) --

          The configuration settings that are used to override defaults configuration.

          • applicationConfiguration (list) --

            The configurations for the application running by the job run.

            • (dict) --

              A configuration specification to be used when provisioning virtual clusters, which can include configurations for applications and software bundled with Amazon EMR on EKS. A configuration consists of a classification, properties, and optional nested configurations. A classification refers to an application-specific configuration file. Properties are the settings you want to change in that file.

              • classification (string) --

                The classification within a configuration.

              • properties (dict) --

                A set of properties specified within a configuration classification.

                • (string) --

                  • (string) --

              • configurations (list) --

                A list of additional configurations to apply within a configuration object.

          • monitoringConfiguration (dict) --

            The configurations for monitoring.

            • persistentAppUI (string) --

              Monitoring configurations for the persistent application UI.

            • cloudWatchMonitoringConfiguration (dict) --

              Monitoring configurations for CloudWatch.

              • logGroupName (string) --

                The name of the log group for log publishing.

              • logStreamNamePrefix (string) --

                The specified name prefix for log streams.

            • s3MonitoringConfiguration (dict) --

              Amazon S3 configuration for monitoring log publishing.

              • logUri (string) --

                Amazon S3 destination URI for log publishing.

        • jobDriver (dict) --

          Specify the driver that the job runs on. Exactly one of the two available job drivers is required, either sparkSqlJobDriver or sparkSubmitJobDriver.

          • sparkSubmitJobDriver (dict) --

            The job driver parameters specified for spark submit.

            • entryPoint (string) --

              The entry point of job application.

            • entryPointArguments (list) --

              The arguments for job application.

              • (string) --

            • sparkSubmitParameters (string) --

              The Spark submit parameters that are used for job runs.

          • sparkSqlJobDriver (dict) --

            The job driver for job type.

            • entryPoint (string) --

              The SQL file to be executed.

            • sparkSqlParameters (string) --

              The Spark parameters to be included in the Spark SQL command.

        • parameterConfiguration (dict) --

          The configuration of parameters existing in the job template.

          • (string) --

            • (dict) --

              The configuration of a job template parameter.

              • type (string) --

                The type of the job template parameter. Allowed values are: ‘String’, ‘Number’.

              • defaultValue (string) --

                The default value for the job template parameter.

        • jobTags (dict) --

          The tags assigned to jobs started using the job template.

          • (string) --

            • (string) --

      • kmsKeyArn (string) --

        The KMS key ARN used to encrypt the job template.

      • decryptionError (string) --

        The error message in case the decryption of job template fails.

CreateJobTemplate (new) Link ¶

Creates a job template. Job template stores values of StartJobRun API request in a template and can be used to start a job run. Job template allows two use cases: avoid repeating recurring StartJobRun API request values, enforcing certain values in StartJobRun API request.

See also: AWS API Documentation

Request Syntax

client.create_job_template(
    name='string',
    clientToken='string',
    jobTemplateData={
        'executionRoleArn': 'string',
        'releaseLabel': 'string',
        'configurationOverrides': {
            'applicationConfiguration': [
                {
                    'classification': 'string',
                    'properties': {
                        'string': 'string'
                    },
                    'configurations': {'... recursive ...'}
                },
            ],
            'monitoringConfiguration': {
                'persistentAppUI': 'string',
                'cloudWatchMonitoringConfiguration': {
                    'logGroupName': 'string',
                    'logStreamNamePrefix': 'string'
                },
                's3MonitoringConfiguration': {
                    'logUri': 'string'
                }
            }
        },
        'jobDriver': {
            'sparkSubmitJobDriver': {
                'entryPoint': 'string',
                'entryPointArguments': [
                    'string',
                ],
                'sparkSubmitParameters': 'string'
            },
            'sparkSqlJobDriver': {
                'entryPoint': 'string',
                'sparkSqlParameters': 'string'
            }
        },
        'parameterConfiguration': {
            'string': {
                'type': 'NUMBER'|'STRING',
                'defaultValue': 'string'
            }
        },
        'jobTags': {
            'string': 'string'
        }
    },
    tags={
        'string': 'string'
    },
    kmsKeyArn='string'
)
type name

string

param name

[REQUIRED]

The specified name of the job template.

type clientToken

string

param clientToken

[REQUIRED]

The client token of the job template.

This field is autopopulated if not provided.

type jobTemplateData

dict

param jobTemplateData

[REQUIRED]

The job template data which holds values of StartJobRun API request.

  • executionRoleArn (string) -- [REQUIRED]

    The execution role ARN of the job run.

  • releaseLabel (string) -- [REQUIRED]

    The release version of Amazon EMR.

  • configurationOverrides (dict) --

    The configuration settings that are used to override defaults configuration.

    • applicationConfiguration (list) --

      The configurations for the application running by the job run.

      • (dict) --

        A configuration specification to be used when provisioning virtual clusters, which can include configurations for applications and software bundled with Amazon EMR on EKS. A configuration consists of a classification, properties, and optional nested configurations. A classification refers to an application-specific configuration file. Properties are the settings you want to change in that file.

        • classification (string) -- [REQUIRED]

          The classification within a configuration.

        • properties (dict) --

          A set of properties specified within a configuration classification.

          • (string) --

            • (string) --

        • configurations (list) --

          A list of additional configurations to apply within a configuration object.

    • monitoringConfiguration (dict) --

      The configurations for monitoring.

      • persistentAppUI (string) --

        Monitoring configurations for the persistent application UI.

      • cloudWatchMonitoringConfiguration (dict) --

        Monitoring configurations for CloudWatch.

        • logGroupName (string) --

          The name of the log group for log publishing.

        • logStreamNamePrefix (string) --

          The specified name prefix for log streams.

      • s3MonitoringConfiguration (dict) --

        Amazon S3 configuration for monitoring log publishing.

        • logUri (string) --

          Amazon S3 destination URI for log publishing.

  • jobDriver (dict) -- [REQUIRED]

    Specify the driver that the job runs on. Exactly one of the two available job drivers is required, either sparkSqlJobDriver or sparkSubmitJobDriver.

    • sparkSubmitJobDriver (dict) --

      The job driver parameters specified for spark submit.

      • entryPoint (string) -- [REQUIRED]

        The entry point of job application.

      • entryPointArguments (list) --

        The arguments for job application.

        • (string) --

      • sparkSubmitParameters (string) --

        The Spark submit parameters that are used for job runs.

    • sparkSqlJobDriver (dict) --

      The job driver for job type.

      • entryPoint (string) --

        The SQL file to be executed.

      • sparkSqlParameters (string) --

        The Spark parameters to be included in the Spark SQL command.

  • parameterConfiguration (dict) --

    The configuration of parameters existing in the job template.

    • (string) --

      • (dict) --

        The configuration of a job template parameter.

        • type (string) --

          The type of the job template parameter. Allowed values are: ‘String’, ‘Number’.

        • defaultValue (string) --

          The default value for the job template parameter.

  • jobTags (dict) --

    The tags assigned to jobs started using the job template.

    • (string) --

      • (string) --

type tags

dict

param tags

The tags that are associated with the job template.

  • (string) --

    • (string) --

type kmsKeyArn

string

param kmsKeyArn

The KMS key ARN used to encrypt the job template.

rtype

dict

returns

Response Syntax

{
    'id': 'string',
    'name': 'string',
    'arn': 'string',
    'createdAt': datetime(2015, 1, 1)
}

Response Structure

  • (dict) --

    • id (string) --

      This output display the created job template ID.

    • name (string) --

      This output displays the name of the created job template.

    • arn (string) --

      This output display the ARN of the created job template.

    • createdAt (datetime) --

      This output displays the date and time when the job template was created.

ListJobTemplates (new) Link ¶

Lists job templates based on a set of parameters. Job template stores values of StartJobRun API request in a template and can be used to start a job run. Job template allows two use cases: avoid repeating recurring StartJobRun API request values, enforcing certain values in StartJobRun API request.

See also: AWS API Documentation

Request Syntax

client.list_job_templates(
    createdAfter=datetime(2015, 1, 1),
    createdBefore=datetime(2015, 1, 1),
    maxResults=123,
    nextToken='string'
)
type createdAfter

datetime

param createdAfter

The date and time after which the job templates were created.

type createdBefore

datetime

param createdBefore

The date and time before which the job templates were created.

type maxResults

integer

param maxResults

The maximum number of job templates that can be listed.

type nextToken

string

param nextToken

The token for the next set of job templates to return.

rtype

dict

returns

Response Syntax

{
    'templates': [
        {
            'name': 'string',
            'id': 'string',
            'arn': 'string',
            'createdAt': datetime(2015, 1, 1),
            'createdBy': 'string',
            'tags': {
                'string': 'string'
            },
            'jobTemplateData': {
                'executionRoleArn': 'string',
                'releaseLabel': 'string',
                'configurationOverrides': {
                    'applicationConfiguration': [
                        {
                            'classification': 'string',
                            'properties': {
                                'string': 'string'
                            },
                            'configurations': {'... recursive ...'}
                        },
                    ],
                    'monitoringConfiguration': {
                        'persistentAppUI': 'string',
                        'cloudWatchMonitoringConfiguration': {
                            'logGroupName': 'string',
                            'logStreamNamePrefix': 'string'
                        },
                        's3MonitoringConfiguration': {
                            'logUri': 'string'
                        }
                    }
                },
                'jobDriver': {
                    'sparkSubmitJobDriver': {
                        'entryPoint': 'string',
                        'entryPointArguments': [
                            'string',
                        ],
                        'sparkSubmitParameters': 'string'
                    },
                    'sparkSqlJobDriver': {
                        'entryPoint': 'string',
                        'sparkSqlParameters': 'string'
                    }
                },
                'parameterConfiguration': {
                    'string': {
                        'type': 'NUMBER'|'STRING',
                        'defaultValue': 'string'
                    }
                },
                'jobTags': {
                    'string': 'string'
                }
            },
            'kmsKeyArn': 'string',
            'decryptionError': 'string'
        },
    ],
    'nextToken': 'string'
}

Response Structure

  • (dict) --

    • templates (list) --

      This output lists information about the specified job templates.

      • (dict) --

        This entity describes a job template. Job template stores values of StartJobRun API request in a template and can be used to start a job run. Job template allows two use cases: avoid repeating recurring StartJobRun API request values, enforcing certain values in StartJobRun API request.

        • name (string) --

          The name of the job template.

        • id (string) --

          The ID of the job template.

        • arn (string) --

          The ARN of the job template.

        • createdAt (datetime) --

          The date and time when the job template was created.

        • createdBy (string) --

          The user who created the job template.

        • tags (dict) --

          The tags assigned to the job template.

          • (string) --

            • (string) --

        • jobTemplateData (dict) --

          The job template data which holds values of StartJobRun API request.

          • executionRoleArn (string) --

            The execution role ARN of the job run.

          • releaseLabel (string) --

            The release version of Amazon EMR.

          • configurationOverrides (dict) --

            The configuration settings that are used to override defaults configuration.

            • applicationConfiguration (list) --

              The configurations for the application running by the job run.

              • (dict) --

                A configuration specification to be used when provisioning virtual clusters, which can include configurations for applications and software bundled with Amazon EMR on EKS. A configuration consists of a classification, properties, and optional nested configurations. A classification refers to an application-specific configuration file. Properties are the settings you want to change in that file.

                • classification (string) --

                  The classification within a configuration.

                • properties (dict) --

                  A set of properties specified within a configuration classification.

                  • (string) --

                    • (string) --

                • configurations (list) --

                  A list of additional configurations to apply within a configuration object.

            • monitoringConfiguration (dict) --

              The configurations for monitoring.

              • persistentAppUI (string) --

                Monitoring configurations for the persistent application UI.

              • cloudWatchMonitoringConfiguration (dict) --

                Monitoring configurations for CloudWatch.

                • logGroupName (string) --

                  The name of the log group for log publishing.

                • logStreamNamePrefix (string) --

                  The specified name prefix for log streams.

              • s3MonitoringConfiguration (dict) --

                Amazon S3 configuration for monitoring log publishing.

                • logUri (string) --

                  Amazon S3 destination URI for log publishing.

          • jobDriver (dict) --

            Specify the driver that the job runs on. Exactly one of the two available job drivers is required, either sparkSqlJobDriver or sparkSubmitJobDriver.

            • sparkSubmitJobDriver (dict) --

              The job driver parameters specified for spark submit.

              • entryPoint (string) --

                The entry point of job application.

              • entryPointArguments (list) --

                The arguments for job application.

                • (string) --

              • sparkSubmitParameters (string) --

                The Spark submit parameters that are used for job runs.

            • sparkSqlJobDriver (dict) --

              The job driver for job type.

              • entryPoint (string) --

                The SQL file to be executed.

              • sparkSqlParameters (string) --

                The Spark parameters to be included in the Spark SQL command.

          • parameterConfiguration (dict) --

            The configuration of parameters existing in the job template.

            • (string) --

              • (dict) --

                The configuration of a job template parameter.

                • type (string) --

                  The type of the job template parameter. Allowed values are: ‘String’, ‘Number’.

                • defaultValue (string) --

                  The default value for the job template parameter.

          • jobTags (dict) --

            The tags assigned to jobs started using the job template.

            • (string) --

              • (string) --

        • kmsKeyArn (string) --

          The KMS key ARN used to encrypt the job template.

        • decryptionError (string) --

          The error message in case the decryption of job template fails.

    • nextToken (string) --

      This output displays the token for the next set of job templates.

StartJobRun (updated) Link ¶
Changes (request)
{'jobTemplateId': 'string', 'jobTemplateParameters': {'string': 'string'}}

Starts a job run. A job run is a unit of work, such as a Spark jar, PySpark script, or SparkSQL query, that you submit to Amazon EMR on EKS.

See also: AWS API Documentation

Request Syntax

client.start_job_run(
    name='string',
    virtualClusterId='string',
    clientToken='string',
    executionRoleArn='string',
    releaseLabel='string',
    jobDriver={
        'sparkSubmitJobDriver': {
            'entryPoint': 'string',
            'entryPointArguments': [
                'string',
            ],
            'sparkSubmitParameters': 'string'
        },
        'sparkSqlJobDriver': {
            'entryPoint': 'string',
            'sparkSqlParameters': 'string'
        }
    },
    configurationOverrides={
        'applicationConfiguration': [
            {
                'classification': 'string',
                'properties': {
                    'string': 'string'
                },
                'configurations': {'... recursive ...'}
            },
        ],
        'monitoringConfiguration': {
            'persistentAppUI': 'ENABLED'|'DISABLED',
            'cloudWatchMonitoringConfiguration': {
                'logGroupName': 'string',
                'logStreamNamePrefix': 'string'
            },
            's3MonitoringConfiguration': {
                'logUri': 'string'
            }
        }
    },
    tags={
        'string': 'string'
    },
    jobTemplateId='string',
    jobTemplateParameters={
        'string': 'string'
    }
)
type name

string

param name

The name of the job run.

type virtualClusterId

string

param virtualClusterId

[REQUIRED]

The virtual cluster ID for which the job run request is submitted.

type clientToken

string

param clientToken

[REQUIRED]

The client idempotency token of the job run request.

This field is autopopulated if not provided.

type executionRoleArn

string

param executionRoleArn

The execution role ARN for the job run.

type releaseLabel

string

param releaseLabel

The Amazon EMR release version to use for the job run.

type jobDriver

dict

param jobDriver

The job driver for the job run.

  • sparkSubmitJobDriver (dict) --

    The job driver parameters specified for spark submit.

    • entryPoint (string) -- [REQUIRED]

      The entry point of job application.

    • entryPointArguments (list) --

      The arguments for job application.

      • (string) --

    • sparkSubmitParameters (string) --

      The Spark submit parameters that are used for job runs.

  • sparkSqlJobDriver (dict) --

    The job driver for job type.

    • entryPoint (string) --

      The SQL file to be executed.

    • sparkSqlParameters (string) --

      The Spark parameters to be included in the Spark SQL command.

type configurationOverrides

dict

param configurationOverrides

The configuration overrides for the job run.

  • applicationConfiguration (list) --

    The configurations for the application running by the job run.

    • (dict) --

      A configuration specification to be used when provisioning virtual clusters, which can include configurations for applications and software bundled with Amazon EMR on EKS. A configuration consists of a classification, properties, and optional nested configurations. A classification refers to an application-specific configuration file. Properties are the settings you want to change in that file.

      • classification (string) -- [REQUIRED]

        The classification within a configuration.

      • properties (dict) --

        A set of properties specified within a configuration classification.

        • (string) --

          • (string) --

      • configurations (list) --

        A list of additional configurations to apply within a configuration object.

  • monitoringConfiguration (dict) --

    The configurations for monitoring.

    • persistentAppUI (string) --

      Monitoring configurations for the persistent application UI.

    • cloudWatchMonitoringConfiguration (dict) --

      Monitoring configurations for CloudWatch.

      • logGroupName (string) -- [REQUIRED]

        The name of the log group for log publishing.

      • logStreamNamePrefix (string) --

        The specified name prefix for log streams.

    • s3MonitoringConfiguration (dict) --

      Amazon S3 configuration for monitoring log publishing.

      • logUri (string) -- [REQUIRED]

        Amazon S3 destination URI for log publishing.

type tags

dict

param tags

The tags assigned to job runs.

  • (string) --

    • (string) --

type jobTemplateId

string

param jobTemplateId

The job template ID to be used to start the job run.

type jobTemplateParameters

dict

param jobTemplateParameters

The values of job template parameters to start a job run.

  • (string) --

    • (string) --

rtype

dict

returns

Response Syntax

{
    'id': 'string',
    'name': 'string',
    'arn': 'string',
    'virtualClusterId': 'string'
}

Response Structure

  • (dict) --

    • id (string) --

      This output displays the started job run ID.

    • name (string) --

      This output displays the name of the started job run.

    • arn (string) --

      This output lists the ARN of job run.

    • virtualClusterId (string) --

      This output displays the virtual cluster ID for which the job run was submitted.