Class CfnModel.S3DataSourceProperty

Describes the S3 data source.

Inheritance
System.Object
CfnModel.S3DataSourceProperty
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class S3DataSourceProperty : Object, CfnModel.IS3DataSourceProperty
Syntax (vb)
Public Class S3DataSourceProperty
    Inherits Object
    Implements CfnModel.IS3DataSourceProperty
Remarks

Your input bucket must be in the same AWS region as your training job.

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.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 s3DataSourceProperty = new S3DataSourceProperty {
    CompressionType = "compressionType",
    S3DataType = "s3DataType",
    S3Uri = "s3Uri",

    // the properties below are optional
    HubAccessConfig = new HubAccessConfigProperty {
        HubContentArn = "hubContentArn"
    },
    ModelAccessConfig = new ModelAccessConfigProperty {
        AcceptEula = false
    }
};

Synopsis

Constructors

S3DataSourceProperty()

Properties

CompressionType
HubAccessConfig
ModelAccessConfig
S3DataType

If you choose S3Prefix , S3Uri identifies a key name prefix.
S3Uri

Depending on the value specified for the S3DataType , identifies either a key name prefix or a manifest.

Constructors

S3DataSourceProperty()

public S3DataSourceProperty()

Properties

CompressionType

public string CompressionType { get; set; }
Property Value

System.String

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.html#cfn-sagemaker-model-s3datasource-compressiontype

HubAccessConfig

public object HubAccessConfig { get; set; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.html#cfn-sagemaker-model-s3datasource-hubaccessconfig

ModelAccessConfig

public object ModelAccessConfig { get; set; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.html#cfn-sagemaker-model-s3datasource-modelaccessconfig

S3DataType

If you choose S3Prefix , S3Uri identifies a key name prefix.

public string S3DataType { get; set; }
Property Value

System.String

Remarks

SageMaker uses all objects that match the specified key name prefix for model training.

If you choose ManifestFile , S3Uri identifies an object that is a manifest file containing a list of object keys that you want SageMaker to use for model training.

If you choose AugmentedManifestFile , S3Uri identifies an object that is an augmented manifest file in JSON lines format. This file contains the data you want to use for model training. AugmentedManifestFile can only be used if the Channel's input mode is Pipe .

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.html#cfn-sagemaker-model-s3datasource-s3datatype

S3Uri

Depending on the value specified for the S3DataType , identifies either a key name prefix or a manifest.

public string S3Uri { get; set; }
Property Value

System.String

Remarks

For example:

    A manifest is an S3 object which is a JSON file consisting of an array of elements. The first element is a prefix which is followed by one or more suffixes. SageMaker appends the suffix elements to the prefix to get a full set of S3Uri . Note that the prefix must be a valid non-empty S3Uri that precludes users from specifying a manifest whose individual S3Uri is sourced from different S3 buckets.

    The following code example shows a valid manifest format:

    [ {"prefix": "s3://customer_bucket/some/prefix/"},

    "relative/path/to/custdata-1",

    "relative/path/custdata-2",

    ...

    "relative/path/custdata-N"

    ]

    This JSON is equivalent to the following S3Uri list:

    s3://customer_bucket/some/prefix/relative/path/to/custdata-1

    s3://customer_bucket/some/prefix/relative/path/custdata-2

    ...

    s3://customer_bucket/some/prefix/relative/path/custdata-N

    The complete set of S3Uri in this manifest is the input data for the channel for this data source. The object that each S3Uri points to must be readable by the IAM role that SageMaker uses to perform tasks on your behalf.

    Your input bucket must be located in same AWS region as your training job.

    See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-s3datasource.html#cfn-sagemaker-model-s3datasource-s3uri

    Implements