AWS CLI Command Reference

[ aws . braket ]

create-job

Description

Creates an Amazon Braket hybrid job.

See also: AWS API Documentation

Synopsis

  create-job
[--client-token <value>]
--algorithm-specification <value>
[--input-data-config <value>]
--output-data-config <value>
[--checkpoint-config <value>]
--job-name <value>
--role-arn <value>
[--stopping-condition <value>]
--instance-config <value>
[--hyper-parameters <value>]
--device-config <value>
[--tags <value>]
[--associations <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]
[--cli-binary-format <value>]
[--no-cli-pager]
[--cli-auto-prompt]
[--no-cli-auto-prompt]

Options

--client-token (string)

The client token associated with this request that guarantees that the request is idempotent.

--algorithm-specification (structure)

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.

scriptModeConfig -> (structure)

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

entryPoint -> (string)

The entry point in the algorithm scripts from where the execution begins in the hybrid job.

s3Uri -> (string)

The URI that specifies the S3 path to the algorithm scripts used by an Amazon Braket hybrid job.

compressionType -> (string)

The type of compression used to store the algorithm scripts in Amazon S3 storage.

containerImage -> (structure)

The container image used to create an Amazon Braket hybrid job.

uri -> (string)

The URI locating the container image.

Shorthand Syntax:

scriptModeConfig={entryPoint=string,s3Uri=string,compressionType=string},containerImage={uri=string}

JSON Syntax:

{
  "scriptModeConfig": {
    "entryPoint": "string",
    "s3Uri": "string",
    "compressionType": "NONE"|"GZIP"
  },
  "containerImage": {
    "uri": "string"
  }
}

--input-data-config (list)

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

(structure)

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

channelName -> (string)

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

contentType -> (string)

The MIME type of the data.

dataSource -> (structure)

The location of the input data.

s3DataSource -> (structure)

Amazon S3 path of the input data used by the hybrid job.

s3Uri -> (string)

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

Shorthand Syntax:

channelName=string,contentType=string,dataSource={s3DataSource={s3Uri=string}} ...

JSON Syntax:

[
  {
    "channelName": "string",
    "contentType": "string",
    "dataSource": {
      "s3DataSource": {
        "s3Uri": "string"
      }
    }
  }
  ...
]

--output-data-config (structure)

The path to the S3 location where you want to store hybrid 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 hybrid job training artifacts at rest using Amazon S3 server-side encryption.

s3Path -> (string)

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

Shorthand Syntax:

kmsKeyId=string,s3Path=string

JSON Syntax:

{
  "kmsKeyId": "string",
  "s3Path": "string"
}

--checkpoint-config (structure)

Information about the output locations for hybrid job checkpoint data.

localPath -> (string)

(Optional) The local directory where checkpoint data is stored. The default directory is /opt/braket/checkpoints/ .

s3Uri -> (string)

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

Shorthand Syntax:

localPath=string,s3Uri=string

JSON Syntax:

{
  "localPath": "string",
  "s3Uri": "string"
}

--job-name (string)

The name of the Amazon Braket hybrid job.

--role-arn (string)

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 results and hybrid job details to the users’ s3 buckets.

--stopping-condition (structure)

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

maxRuntimeInSeconds -> (integer)

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

Shorthand Syntax:

maxRuntimeInSeconds=integer

JSON Syntax:

{
  "maxRuntimeInSeconds": integer
}

--instance-config (structure)

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

instanceType -> (string)

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

volumeSizeInGb -> (integer)

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

instanceCount -> (integer)

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

Shorthand Syntax:

instanceType=string,volumeSizeInGb=integer,instanceCount=integer

JSON Syntax:

{
  "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": integer,
  "instanceCount": integer
}

--hyper-parameters (map)

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

Warning

Do not include any security-sensitive information including account access IDs, secrets, or tokens in any hyperparameter fields. As part of the shared responsibility model, you are responsible for any potential exposure, unauthorized access, or compromise of your sensitive data if caused by security-sensitive information included in the request hyperparameter variable or plain text fields.

key -> (string)

value -> (string)

Shorthand Syntax:

KeyName1=string,KeyName2=string

JSON Syntax:

{"string": "string"
  ...}

--device-config (structure)

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

device -> (string)

The primary device ARN used to create and run an Amazon Braket hybrid job.

Shorthand Syntax:

device=string

JSON Syntax:

{
  "device": "string"
}

--tags (map)

Tags to be added to the hybrid job you’re creating.

key -> (string)

value -> (string)

Shorthand Syntax:

KeyName1=string,KeyName2=string

JSON Syntax:

{"string": "string"
  ...}

--associations (list)

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

(structure)

The Amazon Braket resource and the association type.

arn -> (string)

The Amazon Braket resource arn.

type -> (string)

The association type for the specified Amazon Braket resource arn.

Shorthand Syntax:

arn=string,type=string ...

JSON Syntax:

[
  {
    "arn": "string",
    "type": "RESERVATION_TIME_WINDOW_ARN"
  }
  ...
]

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command. The generated JSON skeleton is not stable between versions of the AWS CLI and there are no backwards compatibility guarantees in the JSON skeleton generated.

Global Options

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command’s default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination. If automatic pagination is disabled, the AWS CLI will only make one call, for the first page of results.

--output (string)

The formatting style for command output.

  • json
  • text
  • table
  • yaml
  • yaml-stream

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

  • on
  • off
  • auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

--cli-binary-format (string)

The formatting style to be used for binary blobs. The default format is base64. The base64 format expects binary blobs to be provided as a base64 encoded string. The raw-in-base64-out format preserves compatibility with AWS CLI V1 behavior and binary values must be passed literally. When providing contents from a file that map to a binary blob fileb:// will always be treated as binary and use the file contents directly regardless of the cli-binary-format setting. When using file:// the file contents will need to properly formatted for the configured cli-binary-format.

  • base64
  • raw-in-base64-out

--no-cli-pager (boolean)

Disable cli pager for output.

--cli-auto-prompt (boolean)

Automatically prompt for CLI input parameters.

--no-cli-auto-prompt (boolean)

Disable automatically prompt for CLI input parameters.

Output

jobArn -> (string)

The ARN of the Amazon Braket hybrid job created.
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