Glue / Client / create_dev_endpoint

create_dev_endpoint

Glue.Client.create_dev_endpoint(**kwargs)

Creates a new development endpoint.

See also: AWS API Documentation

Request Syntax

response = client.create_dev_endpoint(
    EndpointName='string',
    RoleArn='string',
    SecurityGroupIds=[
        'string',
    ],
    SubnetId='string',
    PublicKey='string',
    PublicKeys=[
        'string',
    ],
    NumberOfNodes=123,
    WorkerType='Standard'|'G.1X'|'G.2X'|'G.025X'|'G.4X'|'G.8X',
    GlueVersion='string',
    NumberOfWorkers=123,
    ExtraPythonLibsS3Path='string',
    ExtraJarsS3Path='string',
    SecurityConfiguration='string',
    Tags={
        'string': 'string'
    },
    Arguments={
        'string': 'string'
    }
)

Parameters:

• EndpointName (string) –

  [REQUIRED]

  The name to be assigned to the new DevEndpoint.

• RoleArn (string) –

  [REQUIRED]

  The IAM role for the DevEndpoint.

• SecurityGroupIds (list) –

  Security group IDs for the security groups to be used by the new DevEndpoint.

  • (string) –

• SubnetId (string) – The subnet ID for the new DevEndpoint to use.

• PublicKey (string) – The public key to be used by this DevEndpoint for authentication. This attribute is provided for backward compatibility because the recommended attribute to use is public keys.

• PublicKeys (list) –

  A list of public keys to be used by the development endpoints for authentication. The use of this attribute is preferred over a single public key because the public keys allow you to have a different private key per client.

  Note

  If you previously created an endpoint with a public key, you must remove that key to be able to set a list of public keys. Call the UpdateDevEndpoint API with the public key content in the deletePublicKeys attribute, and the list of new keys in the addPublicKeys attribute.

  • (string) –

• NumberOfNodes (integer) – The number of Glue Data Processing Units (DPUs) to allocate to this DevEndpoint.

• WorkerType (string) –

  The type of predefined worker that is allocated to the development endpoint. Accepts a value of Standard, G.1X, or G.2X.

  • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

  • For the G.1X worker type, each worker maps to 1 DPU (4 vCPU, 16 GB of memory, 64 GB disk), and provides 1 executor per worker. We recommend this worker type for memory-intensive jobs.

  • For the G.2X worker type, each worker maps to 2 DPU (8 vCPU, 32 GB of memory, 128 GB disk), and provides 1 executor per worker. We recommend this worker type for memory-intensive jobs.

  Known issue: when a development endpoint is created with the G.2X WorkerType configuration, the Spark drivers for the development endpoint will run on 4 vCPU, 16 GB of memory, and a 64 GB disk.

• GlueVersion (string) –

  Glue version determines the versions of Apache Spark and Python that Glue supports. The Python version indicates the version supported for running your ETL scripts on development endpoints.

  For more information about the available Glue versions and corresponding Spark and Python versions, see Glue version in the developer guide.

  Development endpoints that are created without specifying a Glue version default to Glue 0.9.

  You can specify a version of Python support for development endpoints by using the Arguments parameter in the CreateDevEndpoint or UpdateDevEndpoint APIs. If no arguments are provided, the version defaults to Python 2.

• NumberOfWorkers (integer) –

  The number of workers of a defined workerType that are allocated to the development endpoint.

  The maximum number of workers you can define are 299 for G.1X, and 149 for G.2X.

• ExtraPythonLibsS3Path (string) –

  The paths to one or more Python libraries in an Amazon S3 bucket that should be loaded in your DevEndpoint. Multiple values must be complete paths separated by a comma.

  Note

  You can only use pure Python libraries with a DevEndpoint. Libraries that rely on C extensions, such as the pandas Python data analysis library, are not yet supported.

• ExtraJarsS3Path (string) – The path to one or more Java .jar files in an S3 bucket that should be loaded in your DevEndpoint.

• SecurityConfiguration (string) – The name of the SecurityConfiguration structure to be used with this DevEndpoint.

• Tags (dict) –

  The tags to use with this DevEndpoint. You may use tags to limit access to the DevEndpoint. For more information about tags in Glue, see Amazon Web Services Tags in Glue in the developer guide.

  • (string) –

    • (string) –

• Arguments (dict) –

  A map of arguments used to configure the DevEndpoint.

  • (string) –

    • (string) –

Return type:

dict

Returns:

Response Syntax

{
    'EndpointName': 'string',
    'Status': 'string',
    'SecurityGroupIds': [
        'string',
    ],
    'SubnetId': 'string',
    'RoleArn': 'string',
    'YarnEndpointAddress': 'string',
    'ZeppelinRemoteSparkInterpreterPort': 123,
    'NumberOfNodes': 123,
    'WorkerType': 'Standard'|'G.1X'|'G.2X'|'G.025X'|'G.4X'|'G.8X',
    'GlueVersion': 'string',
    'NumberOfWorkers': 123,
    'AvailabilityZone': 'string',
    'VpcId': 'string',
    'ExtraPythonLibsS3Path': 'string',
    'ExtraJarsS3Path': 'string',
    'FailureReason': 'string',
    'SecurityConfiguration': 'string',
    'CreatedTimestamp': datetime(2015, 1, 1),
    'Arguments': {
        'string': 'string'
    }
}

Response Structure

• (dict) –

  • EndpointName (string) –

    The name assigned to the new DevEndpoint.

  • Status (string) –

    The current status of the new DevEndpoint.

  • SecurityGroupIds (list) –

    The security groups assigned to the new DevEndpoint.

    • (string) –

  • SubnetId (string) –

    The subnet ID assigned to the new DevEndpoint.

  • RoleArn (string) –

    The Amazon Resource Name (ARN) of the role assigned to the new DevEndpoint.

  • YarnEndpointAddress (string) –

    The address of the YARN endpoint used by this DevEndpoint.

  • ZeppelinRemoteSparkInterpreterPort (integer) –

    The Apache Zeppelin port for the remote Apache Spark interpreter.

  • NumberOfNodes (integer) –

    The number of Glue Data Processing Units (DPUs) allocated to this DevEndpoint.

  • WorkerType (string) –

    The type of predefined worker that is allocated to the development endpoint. May be a value of Standard, G.1X, or G.2X.

  • GlueVersion (string) –

    Glue version determines the versions of Apache Spark and Python that Glue supports. The Python version indicates the version supported for running your ETL scripts on development endpoints.

    For more information about the available Glue versions and corresponding Spark and Python versions, see Glue version in the developer guide.

  • NumberOfWorkers (integer) –

    The number of workers of a defined workerType that are allocated to the development endpoint.

  • AvailabilityZone (string) –

    The Amazon Web Services Availability Zone where this DevEndpoint is located.

  • VpcId (string) –

    The ID of the virtual private cloud (VPC) used by this DevEndpoint.

  • ExtraPythonLibsS3Path (string) –

    The paths to one or more Python libraries in an S3 bucket that will be loaded in your DevEndpoint.

  • ExtraJarsS3Path (string) –

    Path to one or more Java .jar files in an S3 bucket that will be loaded in your DevEndpoint.

  • FailureReason (string) –

    The reason for a current failure in this DevEndpoint.

  • SecurityConfiguration (string) –

    The name of the SecurityConfiguration structure being used with this DevEndpoint.

  • CreatedTimestamp (datetime) –

    The point in time at which this DevEndpoint was created.

  • Arguments (dict) –

    The map of arguments used to configure this DevEndpoint.

    Valid arguments are:

    • "--enable-glue-datacatalog": ""

    You can specify a version of Python support for development endpoints by using the Arguments parameter in the CreateDevEndpoint or UpdateDevEndpoint APIs. If no arguments are provided, the version defaults to Python 2.

    • (string) –

      • (string) –

Exceptions

• Glue.Client.exceptions.AccessDeniedException

• Glue.Client.exceptions.AlreadyExistsException

• Glue.Client.exceptions.IdempotentParameterMismatchException

• Glue.Client.exceptions.InternalServiceException

• Glue.Client.exceptions.OperationTimeoutException

• Glue.Client.exceptions.InvalidInputException

• Glue.Client.exceptions.ValidationException

• Glue.Client.exceptions.ResourceNumberLimitExceededException