Class OutputBucketConfiguration

S3 bucket configuration for the output data.

Inheritance

object

OutputBucketConfiguration

Implements

IOutputBucketConfiguration

IDataBucketConfiguration

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.AWS.StepFunctions.Tasks

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public class OutputBucketConfiguration : IOutputBucketConfiguration, IDataBucketConfiguration

Syntax (vb)

Public Class OutputBucketConfiguration Implements IOutputBucketConfiguration, IDataBucketConfiguration

Remarks

ExampleMetadata: infused

Examples

using Amazon.CDK.Aws_bedrock;
            using Amazon.CDK.AWS.KMS;

            IBucket outputBucket;
            IBucket trainingBucket;
            IBucket validationBucket;
            IKey kmsKey;
            IVpc vpc;


            var model = FoundationModel.FromFoundationModelId(this, "Model", FoundationModelIdentifier.AMAZON_TITAN_TEXT_G1_EXPRESS_V1);

            var task = new BedrockCreateModelCustomizationJob(this, "CreateModelCustomizationJob", new BedrockCreateModelCustomizationJobProps {
                BaseModel = model,
                ClientRequestToken = "MyToken",
                CustomizationType = CustomizationType.FINE_TUNING,
                CustomModelKmsKey = kmsKey,
                CustomModelName = "MyCustomModel",  // required
                CustomModelTags = new [] { new CustomModelTag { Key = "key1", Value = "value1" } },
                HyperParameters = new Dictionary<string, string> {
                    { "batchSize", "10" }
                },
                JobName = "MyCustomizationJob",  // required
                JobTags = new [] { new CustomModelTag { Key = "key2", Value = "value2" } },
                OutputData = new OutputBucketConfiguration {
                    Bucket = outputBucket,  // required
                    Path = "output-data/"
                },
                TrainingData = new TrainingBucketConfiguration {
                    Bucket = trainingBucket,
                    Path = "training-data/data.json"
                },  // required
                // If you don't provide validation data, you have to specify `Evaluation percentage` hyperparameter.
                ValidationData = new [] { new ValidationBucketConfiguration {
                    Bucket = validationBucket,
                    Path = "validation-data/data.json"
                } },
                VpcConfig = new Dictionary<string, ISecurityGroup[]> {
                    { "securityGroups", new [] { new SecurityGroup(this, "SecurityGroup", new SecurityGroupProps { Vpc = vpc }) } },
                    { "subnets", vpc.PrivateSubnets }
                }
            });

Synopsis

Constructors

OutputBucketConfiguration()

S3 bucket configuration for the output data.

Properties

Bucket	The S3 bucket.
Path	Path to file or directory within the bucket.

Constructors

OutputBucketConfiguration()

S3 bucket configuration for the output data.

public OutputBucketConfiguration()

Remarks

ExampleMetadata: infused

Examples

using Amazon.CDK.Aws_bedrock;
            using Amazon.CDK.AWS.KMS;

            IBucket outputBucket;
            IBucket trainingBucket;
            IBucket validationBucket;
            IKey kmsKey;
            IVpc vpc;


            var model = FoundationModel.FromFoundationModelId(this, "Model", FoundationModelIdentifier.AMAZON_TITAN_TEXT_G1_EXPRESS_V1);

            var task = new BedrockCreateModelCustomizationJob(this, "CreateModelCustomizationJob", new BedrockCreateModelCustomizationJobProps {
                BaseModel = model,
                ClientRequestToken = "MyToken",
                CustomizationType = CustomizationType.FINE_TUNING,
                CustomModelKmsKey = kmsKey,
                CustomModelName = "MyCustomModel",  // required
                CustomModelTags = new [] { new CustomModelTag { Key = "key1", Value = "value1" } },
                HyperParameters = new Dictionary<string, string> {
                    { "batchSize", "10" }
                },
                JobName = "MyCustomizationJob",  // required
                JobTags = new [] { new CustomModelTag { Key = "key2", Value = "value2" } },
                OutputData = new OutputBucketConfiguration {
                    Bucket = outputBucket,  // required
                    Path = "output-data/"
                },
                TrainingData = new TrainingBucketConfiguration {
                    Bucket = trainingBucket,
                    Path = "training-data/data.json"
                },  // required
                // If you don't provide validation data, you have to specify `Evaluation percentage` hyperparameter.
                ValidationData = new [] { new ValidationBucketConfiguration {
                    Bucket = validationBucket,
                    Path = "validation-data/data.json"
                } },
                VpcConfig = new Dictionary<string, ISecurityGroup[]> {
                    { "securityGroups", new [] { new SecurityGroup(this, "SecurityGroup", new SecurityGroupProps { Vpc = vpc }) } },
                    { "subnets", vpc.PrivateSubnets }
                }
            });

Properties

Bucket

The S3 bucket.

public IBucket Bucket { get; set; }

Property Value

IBucket

Remarks

ExampleMetadata: infused

Path

Path to file or directory within the bucket.

public string? Path { get; set; }

Property Value

string

Remarks

Default: - root of the bucket

Implements

IOutputBucketConfiguration

IDataBucketConfiguration