Braket / Client / create_job

create_job

Braket.Client.create_job(**kwargs)

Creates an Amazon Braket job.

See also: AWS API Documentation

Request Syntax

response = client.create_job(
    algorithmSpecification={
        'containerImage': {
            'uri': 'string'
        },
        'scriptModeConfig': {
            'compressionType': 'NONE'|'GZIP',
            'entryPoint': 'string',
            's3Uri': 'string'
        }
    },
    associations=[
        {
            'arn': 'string',
            'type': 'RESERVATION_TIME_WINDOW_ARN'
        },
    ],
    checkpointConfig={
        'localPath': 'string',
        's3Uri': 'string'
    },
    clientToken='string',
    deviceConfig={
        'device': 'string'
    },
    hyperParameters={
        'string': 'string'
    },
    inputDataConfig=[
        {
            'channelName': 'string',
            'contentType': 'string',
            'dataSource': {
                's3DataSource': {
                    's3Uri': 'string'
                }
            }
        },
    ],
    instanceConfig={
        'instanceCount': 123,
        'instanceType': 'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'ml.m5.24xlarge'|'ml.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.p4d.24xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5n.xlarge'|'ml.c5n.2xlarge'|'ml.c5n.4xlarge'|'ml.c5n.9xlarge'|'ml.c5n.18xlarge',
        'volumeSizeInGb': 123
    },
    jobName='string',
    outputDataConfig={
        'kmsKeyId': 'string',
        's3Path': 'string'
    },
    roleArn='string',
    stoppingCondition={
        'maxRuntimeInSeconds': 123
    },
    tags={
        'string': 'string'
    }
)

Parameters:

• algorithmSpecification (dict) –

  [REQUIRED]

  Definition of the Amazon Braket job to be created. Specifies the container image the job uses and information about the Python scripts used for entry and training.

  • containerImage (dict) –

    The container image used to create an Amazon Braket job.

    • uri (string) – [REQUIRED]

      The URI locating the container image.

  • scriptModeConfig (dict) –

    Configures the paths to the Python scripts used for entry and training.

    • compressionType (string) –

      The type of compression used by the Python scripts for an Amazon Braket job.

    • entryPoint (string) – [REQUIRED]

      The path to the Python script that serves as the entry point for an Amazon Braket job.

    • s3Uri (string) – [REQUIRED]

      The URI that specifies the S3 path to the Python script module that contains the training script used by an Amazon Braket job.

• associations (list) –

  The list of Amazon Braket resources associated with the hybrid job.

  • (dict) –

    The Amazon Braket resource and the association type.

    • arn (string) – [REQUIRED]

      The Amazon Braket resource arn.

    • type (string) – [REQUIRED]

      The association type for the specified Amazon Braket resource arn.

• checkpointConfig (dict) –

  Information about the output locations for job checkpoint data.

  • localPath (string) –

    (Optional) The local directory where checkpoints are written. The default directory is /opt/braket/checkpoints/.

  • s3Uri (string) – [REQUIRED]

    Identifies the S3 path where you want Amazon Braket to store checkpoints. For example, s3://bucket-name/key-name-prefix.

• clientToken (string) –

  [REQUIRED]

  A unique token that guarantees that the call to this API is idempotent.

  This field is autopopulated if not provided.

• deviceConfig (dict) –

  [REQUIRED]

  The quantum processing unit (QPU) or simulator used to create an Amazon Braket job.

  • device (string) – [REQUIRED]

    The primary quantum processing unit (QPU) or simulator used to create and run an Amazon Braket job.

• hyperParameters (dict) –

  Algorithm-specific parameters used by an Amazon Braket job that influence the quality of the training job. The values are set with a string of JSON key:value pairs, where the key is the name of the hyperparameter and the value is the value of th hyperparameter.

  • (string) –

    • (string) –

• inputDataConfig (list) –

  A list of parameters that specify the name and type of input data and where it is located.

  • (dict) –

    A list of parameters that specify the input channels, type of input data, and where it is located.

    • channelName (string) – [REQUIRED]

      A named input source that an Amazon Braket job can consume.

    • contentType (string) –

      The MIME type of the data.

    • dataSource (dict) – [REQUIRED]

      The location of the channel data.

      • s3DataSource (dict) – [REQUIRED]

        Information about the data stored in Amazon S3 used by the Amazon Braket job.

        • s3Uri (string) – [REQUIRED]

          Depending on the value specified for the S3DataType, identifies either a key name prefix or a manifest that locates the S3 data source.

• instanceConfig (dict) –

  [REQUIRED]

  Configuration of the resource instances to use while running the hybrid job on Amazon Braket.

  • instanceCount (integer) –

    Configures the number of resource instances to use while running an Amazon Braket job on Amazon Braket. The default value is 1.

  • instanceType (string) – [REQUIRED]

    Configures the type resource instances to use while running an Amazon Braket hybrid job.

  • volumeSizeInGb (integer) – [REQUIRED]

    The size of the storage volume, in GB, that user wants to provision.

• jobName (string) –

  [REQUIRED]

  The name of the Amazon Braket job.

• outputDataConfig (dict) –

  [REQUIRED]

  The path to the S3 location where you want to store job artifacts and the encryption key used to store them.

  • kmsKeyId (string) –

    The AWS Key Management Service (AWS KMS) key that Amazon Braket uses to encrypt the job training artifacts at rest using Amazon S3 server-side encryption.

  • s3Path (string) – [REQUIRED]

    Identifies the S3 path where you want Amazon Braket to store the job training artifacts. For example, s3://bucket-name/key-name-prefix.

• roleArn (string) –

  [REQUIRED]

  The Amazon Resource Name (ARN) of an IAM role that Amazon Braket can assume to perform tasks on behalf of a user. It can access user resources, run an Amazon Braket job container on behalf of user, and output resources to the users’ s3 buckets.

• stoppingCondition (dict) –

  The user-defined criteria that specifies when a job stops running.

  • maxRuntimeInSeconds (integer) –

    The maximum length of time, in seconds, that an Amazon Braket job can run.

• tags (dict) –

  A tag object that consists of a key and an optional value, used to manage metadata for Amazon Braket resources.

  • (string) –

    • (string) –

Return type:

dict

Returns:

Response Syntax

{
    'jobArn': 'string'
}

Response Structure

• (dict) –

  • jobArn (string) –

    The ARN of the Amazon Braket job created.

Exceptions

• Braket.Client.exceptions.ConflictException

• Braket.Client.exceptions.AccessDeniedException

• Braket.Client.exceptions.ThrottlingException

• Braket.Client.exceptions.DeviceOfflineException

• Braket.Client.exceptions.DeviceRetiredException

• Braket.Client.exceptions.InternalServiceException

• Braket.Client.exceptions.ServiceQuotaExceededException

• Braket.Client.exceptions.ValidationException