Interface IS3DataSource

S3 location of the channel data.

Namespace: Amazon.CDK.AWS.StepFunctions.Tasks
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface IS3DataSource
Syntax (vb)
Public Interface IS3DataSource
Remarks

See: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_S3DataSource.html

ExampleMetadata: infused

Examples
new SageMakerCreateTrainingJob(this, "TrainSagemaker", new SageMakerCreateTrainingJobProps {
    TrainingJobName = JsonPath.StringAt("$.JobName"),
    AlgorithmSpecification = new AlgorithmSpecification {
        AlgorithmName = "BlazingText",
        TrainingInputMode = InputMode.FILE
    },
    InputDataConfig = new [] { new Channel {
        ChannelName = "train",
        DataSource = new DataSource {
            S3DataSource = new S3DataSource {
                S3DataType = S3DataType.S3_PREFIX,
                S3Location = S3Location.FromJsonExpression("$.S3Bucket")
            }
        }
    } },
    OutputDataConfig = new OutputDataConfig {
        S3OutputLocation = S3Location.FromBucket(Bucket.FromBucketName(this, "Bucket", "amzn-s3-demo-bucket"), "myoutputpath")
    },
    ResourceConfig = new ResourceConfig {
        InstanceCount = 1,
        InstanceType = new InstanceType(JsonPath.StringAt("$.InstanceType")),
        VolumeSize = Size.Gibibytes(50)
    },  // optional: default is 1 instance of EC2 `M4.XLarge` with `10GB` volume
    StoppingCondition = new StoppingCondition {
        MaxRuntime = Duration.Hours(2)
    }
});

Synopsis

Properties

AttributeNames

List of one or more attribute names to use that are found in a specified augmented manifest file.
S3DataDistributionType

S3 Data Distribution Type.
S3DataType

S3 Data Type.
S3Location

S3 Uri.

Properties

AttributeNames

List of one or more attribute names to use that are found in a specified augmented manifest file.

virtual string[] AttributeNames { get; }
Property Value

System.String[]

Remarks

Default: - No attribute names

S3DataDistributionType

S3 Data Distribution Type.

virtual Nullable<S3DataDistributionType> S3DataDistributionType { get; }
Property Value

System.Nullable<S3DataDistributionType>

Remarks

Default: - None

S3DataType

S3 Data Type.

virtual Nullable<S3DataType> S3DataType { get; }
Property Value

System.Nullable<S3DataType>

Remarks

Default: S3_PREFIX

S3Location

S3 Uri.

S3Location S3Location { get; }
Property Value

S3Location