Interface CfnModelPackage.IS3ModelDataSourceProperty

Specifies the S3 location of ML model data to deploy.

Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface IS3ModelDataSourceProperty
Syntax (vb)
Public Interface IS3ModelDataSourceProperty
Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3modeldatasource.html

ExampleMetadata: fixture=_generated

Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var s3ModelDataSourceProperty = new S3ModelDataSourceProperty {
    CompressionType = "compressionType",
    S3DataType = "s3DataType",
    S3Uri = "s3Uri",

    // the properties below are optional
    ModelAccessConfig = new ModelAccessConfigProperty {
        AcceptEula = false
    }
};

Synopsis

Properties

CompressionType

Specifies how the ML model data is prepared.
ModelAccessConfig

Specifies the access configuration file for the ML model.
S3DataType

Specifies the type of ML model data to deploy.
S3Uri

Specifies the S3 path of ML model data to deploy.

Properties

CompressionType

Specifies how the ML model data is prepared.

string CompressionType { get; }
Property Value

System.String

Remarks

If you choose Gzip and choose S3Object as the value of S3DataType , S3Uri identifies an object that is a gzip-compressed TAR archive. SageMaker will attempt to decompress and untar the object during model deployment.

If you choose None and chooose S3Object as the value of S3DataType , S3Uri identifies an object that represents an uncompressed ML model to deploy.

If you choose None and choose S3Prefix as the value of S3DataType , S3Uri identifies a key name prefix, under which all objects represents the uncompressed ML model to deploy.

If you choose None, then SageMaker will follow rules below when creating model data files under /opt/ml/model directory for use by your inference code:

    See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3modeldatasource.html#cfn-sagemaker-modelpackage-s3modeldatasource-compressiontype

    ModelAccessConfig

    Specifies the access configuration file for the ML model.

    virtual object ModelAccessConfig { get; }
    Property Value

    System.Object

    Remarks

    You can explicitly accept the model end-user license agreement (EULA) within the ModelAccessConfig . You are responsible for reviewing and complying with any applicable license terms and making sure they are acceptable for your use case before downloading or using a model.

    See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3modeldatasource.html#cfn-sagemaker-modelpackage-s3modeldatasource-modelaccessconfig

    S3DataType

    Specifies the type of ML model data to deploy.

    string S3DataType { get; }
    Property Value

    System.String

    Remarks

    If you choose S3Prefix , S3Uri identifies a key name prefix. SageMaker uses all objects that match the specified key name prefix as part of the ML model data to deploy. A valid key name prefix identified by S3Uri always ends with a forward slash (/).

    If you choose S3Object , S3Uri identifies an object that is the ML model data to deploy.

    See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3modeldatasource.html#cfn-sagemaker-modelpackage-s3modeldatasource-s3datatype

    S3Uri

    Specifies the S3 path of ML model data to deploy.

    string S3Uri { get; }
    Property Value

    System.String

    Remarks

    See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3modeldatasource.html#cfn-sagemaker-modelpackage-s3modeldatasource-s3uri