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AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi
pulumi/pulumi-aws

aws.sagemaker.FlowDefinition

Explore with Pulumi AI

AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi
pulumi/pulumi-aws

Provides a SageMaker AI Flow Definition resource.

Example Usage

Basic Usage

import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";

const example = new aws.sagemaker.FlowDefinition("example", {
    flowDefinitionName: "example",
    roleArn: exampleAwsIamRole.arn,
    humanLoopConfig: {
        humanTaskUiArn: exampleAwsSagemakerHumanTaskUi.arn,
        taskAvailabilityLifetimeInSeconds: 1,
        taskCount: 1,
        taskDescription: "example",
        taskTitle: "example",
        workteamArn: exampleAwsSagemakerWorkteam.arn,
    },
    outputConfig: {
        s3OutputPath: `s3://${exampleAwsS3Bucket.bucket}/`,
    },
});
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import pulumi
import pulumi_aws as aws

example = aws.sagemaker.FlowDefinition("example",
    flow_definition_name="example",
    role_arn=example_aws_iam_role["arn"],
    human_loop_config={
        "human_task_ui_arn": example_aws_sagemaker_human_task_ui["arn"],
        "task_availability_lifetime_in_seconds": 1,
        "task_count": 1,
        "task_description": "example",
        "task_title": "example",
        "workteam_arn": example_aws_sagemaker_workteam["arn"],
    },
    output_config={
        "s3_output_path": f"s3://{example_aws_s3_bucket['bucket']}/",
    })
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package main

import (
	"fmt"

	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewFlowDefinition(ctx, "example", &sagemaker.FlowDefinitionArgs{
			FlowDefinitionName: pulumi.String("example"),
			RoleArn:            pulumi.Any(exampleAwsIamRole.Arn),
			HumanLoopConfig: &sagemaker.FlowDefinitionHumanLoopConfigArgs{
				HumanTaskUiArn:                    pulumi.Any(exampleAwsSagemakerHumanTaskUi.Arn),
				TaskAvailabilityLifetimeInSeconds: pulumi.Int(1),
				TaskCount:                         pulumi.Int(1),
				TaskDescription:                   pulumi.String("example"),
				TaskTitle:                         pulumi.String("example"),
				WorkteamArn:                       pulumi.Any(exampleAwsSagemakerWorkteam.Arn),
			},
			OutputConfig: &sagemaker.FlowDefinitionOutputConfigArgs{
				S3OutputPath: pulumi.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;

return await Deployment.RunAsync(() => 
{
    var example = new Aws.Sagemaker.FlowDefinition("example", new()
    {
        FlowDefinitionName = "example",
        RoleArn = exampleAwsIamRole.Arn,
        HumanLoopConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigArgs
        {
            HumanTaskUiArn = exampleAwsSagemakerHumanTaskUi.Arn,
            TaskAvailabilityLifetimeInSeconds = 1,
            TaskCount = 1,
            TaskDescription = "example",
            TaskTitle = "example",
            WorkteamArn = exampleAwsSagemakerWorkteam.Arn,
        },
        OutputConfig = new Aws.Sagemaker.Inputs.FlowDefinitionOutputConfigArgs
        {
            S3OutputPath = $"s3://{exampleAwsS3Bucket.Bucket}/",
        },
    });

});
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package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.FlowDefinition;
import com.pulumi.aws.sagemaker.FlowDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionOutputConfigArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        var example = new FlowDefinition("example", FlowDefinitionArgs.builder()
            .flowDefinitionName("example")
            .roleArn(exampleAwsIamRole.arn())
            .humanLoopConfig(FlowDefinitionHumanLoopConfigArgs.builder()
                .humanTaskUiArn(exampleAwsSagemakerHumanTaskUi.arn())
                .taskAvailabilityLifetimeInSeconds(1)
                .taskCount(1)
                .taskDescription("example")
                .taskTitle("example")
                .workteamArn(exampleAwsSagemakerWorkteam.arn())
                .build())
            .outputConfig(FlowDefinitionOutputConfigArgs.builder()
                .s3OutputPath(String.format("s3://%s/", exampleAwsS3Bucket.bucket()))
                .build())
            .build());

    }
}
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resources:
  example:
    type: aws:sagemaker:FlowDefinition
    properties:
      flowDefinitionName: example
      roleArn: ${exampleAwsIamRole.arn}
      humanLoopConfig:
        humanTaskUiArn: ${exampleAwsSagemakerHumanTaskUi.arn}
        taskAvailabilityLifetimeInSeconds: 1
        taskCount: 1
        taskDescription: example
        taskTitle: example
        workteamArn: ${exampleAwsSagemakerWorkteam.arn}
      outputConfig:
        s3OutputPath: s3://${exampleAwsS3Bucket.bucket}/
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Public Workteam Usage

import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";

const example = new aws.sagemaker.FlowDefinition("example", {
    flowDefinitionName: "example",
    roleArn: exampleAwsIamRole.arn,
    humanLoopConfig: {
        humanTaskUiArn: exampleAwsSagemakerHumanTaskUi.arn,
        taskAvailabilityLifetimeInSeconds: 1,
        taskCount: 1,
        taskDescription: "example",
        taskTitle: "example",
        workteamArn: `arn:aws:sagemaker:${current.name}:394669845002:workteam/public-crowd/default`,
        publicWorkforceTaskPrice: {
            amountInUsd: {
                cents: 1,
                tenthFractionsOfACent: 2,
            },
        },
    },
    outputConfig: {
        s3OutputPath: `s3://${exampleAwsS3Bucket.bucket}/`,
    },
});
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import pulumi
import pulumi_aws as aws

example = aws.sagemaker.FlowDefinition("example",
    flow_definition_name="example",
    role_arn=example_aws_iam_role["arn"],
    human_loop_config={
        "human_task_ui_arn": example_aws_sagemaker_human_task_ui["arn"],
        "task_availability_lifetime_in_seconds": 1,
        "task_count": 1,
        "task_description": "example",
        "task_title": "example",
        "workteam_arn": f"arn:aws:sagemaker:{current['name']}:394669845002:workteam/public-crowd/default",
        "public_workforce_task_price": {
            "amount_in_usd": {
                "cents": 1,
                "tenth_fractions_of_a_cent": 2,
            },
        },
    },
    output_config={
        "s3_output_path": f"s3://{example_aws_s3_bucket['bucket']}/",
    })
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package main

import (
	"fmt"

	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewFlowDefinition(ctx, "example", &sagemaker.FlowDefinitionArgs{
			FlowDefinitionName: pulumi.String("example"),
			RoleArn:            pulumi.Any(exampleAwsIamRole.Arn),
			HumanLoopConfig: &sagemaker.FlowDefinitionHumanLoopConfigArgs{
				HumanTaskUiArn:                    pulumi.Any(exampleAwsSagemakerHumanTaskUi.Arn),
				TaskAvailabilityLifetimeInSeconds: pulumi.Int(1),
				TaskCount:                         pulumi.Int(1),
				TaskDescription:                   pulumi.String("example"),
				TaskTitle:                         pulumi.String("example"),
				WorkteamArn:                       pulumi.Sprintf("arn:aws:sagemaker:%v:394669845002:workteam/public-crowd/default", current.Name),
				PublicWorkforceTaskPrice: &sagemaker.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs{
					AmountInUsd: &sagemaker.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs{
						Cents:                 pulumi.Int(1),
						TenthFractionsOfACent: pulumi.Int(2),
					},
				},
			},
			OutputConfig: &sagemaker.FlowDefinitionOutputConfigArgs{
				S3OutputPath: pulumi.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;

return await Deployment.RunAsync(() => 
{
    var example = new Aws.Sagemaker.FlowDefinition("example", new()
    {
        FlowDefinitionName = "example",
        RoleArn = exampleAwsIamRole.Arn,
        HumanLoopConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigArgs
        {
            HumanTaskUiArn = exampleAwsSagemakerHumanTaskUi.Arn,
            TaskAvailabilityLifetimeInSeconds = 1,
            TaskCount = 1,
            TaskDescription = "example",
            TaskTitle = "example",
            WorkteamArn = $"arn:aws:sagemaker:{current.Name}:394669845002:workteam/public-crowd/default",
            PublicWorkforceTaskPrice = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs
            {
                AmountInUsd = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs
                {
                    Cents = 1,
                    TenthFractionsOfACent = 2,
                },
            },
        },
        OutputConfig = new Aws.Sagemaker.Inputs.FlowDefinitionOutputConfigArgs
        {
            S3OutputPath = $"s3://{exampleAwsS3Bucket.Bucket}/",
        },
    });

});
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package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.FlowDefinition;
import com.pulumi.aws.sagemaker.FlowDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionOutputConfigArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        var example = new FlowDefinition("example", FlowDefinitionArgs.builder()
            .flowDefinitionName("example")
            .roleArn(exampleAwsIamRole.arn())
            .humanLoopConfig(FlowDefinitionHumanLoopConfigArgs.builder()
                .humanTaskUiArn(exampleAwsSagemakerHumanTaskUi.arn())
                .taskAvailabilityLifetimeInSeconds(1)
                .taskCount(1)
                .taskDescription("example")
                .taskTitle("example")
                .workteamArn(String.format("arn:aws:sagemaker:%s:394669845002:workteam/public-crowd/default", current.name()))
                .publicWorkforceTaskPrice(FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs.builder()
                    .amountInUsd(FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs.builder()
                        .cents(1)
                        .tenthFractionsOfACent(2)
                        .build())
                    .build())
                .build())
            .outputConfig(FlowDefinitionOutputConfigArgs.builder()
                .s3OutputPath(String.format("s3://%s/", exampleAwsS3Bucket.bucket()))
                .build())
            .build());

    }
}
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resources:
  example:
    type: aws:sagemaker:FlowDefinition
    properties:
      flowDefinitionName: example
      roleArn: ${exampleAwsIamRole.arn}
      humanLoopConfig:
        humanTaskUiArn: ${exampleAwsSagemakerHumanTaskUi.arn}
        taskAvailabilityLifetimeInSeconds: 1
        taskCount: 1
        taskDescription: example
        taskTitle: example
        workteamArn: arn:aws:sagemaker:${current.name}:394669845002:workteam/public-crowd/default
        publicWorkforceTaskPrice:
          amountInUsd:
            cents: 1
            tenthFractionsOfACent: 2
      outputConfig:
        s3OutputPath: s3://${exampleAwsS3Bucket.bucket}/
Copy

Human Loop Activation Config Usage

import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";

const example = new aws.sagemaker.FlowDefinition("example", {
    flowDefinitionName: "example",
    roleArn: exampleAwsIamRole.arn,
    humanLoopConfig: {
        humanTaskUiArn: exampleAwsSagemakerHumanTaskUi.arn,
        taskAvailabilityLifetimeInSeconds: 1,
        taskCount: 1,
        taskDescription: "example",
        taskTitle: "example",
        workteamArn: exampleAwsSagemakerWorkteam.arn,
    },
    humanLoopRequestSource: {
        awsManagedHumanLoopRequestSource: "AWS/Textract/AnalyzeDocument/Forms/V1",
    },
    humanLoopActivationConfig: {
        humanLoopActivationConditionsConfig: {
            humanLoopActivationConditions: `        {
\x09\x09\x09"Conditions": [
\x09\x09\x09  {
\x09\x09\x09\x09"ConditionType": "Sampling",
\x09\x09\x09\x09"ConditionParameters": {
\x09\x09\x09\x09  "RandomSamplingPercentage": 5
\x09\x09\x09\x09}
\x09\x09\x09  }
\x09\x09\x09]
\x09\x09}
`,
        },
    },
    outputConfig: {
        s3OutputPath: `s3://${exampleAwsS3Bucket.bucket}/`,
    },
});
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import pulumi
import pulumi_aws as aws

example = aws.sagemaker.FlowDefinition("example",
    flow_definition_name="example",
    role_arn=example_aws_iam_role["arn"],
    human_loop_config={
        "human_task_ui_arn": example_aws_sagemaker_human_task_ui["arn"],
        "task_availability_lifetime_in_seconds": 1,
        "task_count": 1,
        "task_description": "example",
        "task_title": "example",
        "workteam_arn": example_aws_sagemaker_workteam["arn"],
    },
    human_loop_request_source={
        "aws_managed_human_loop_request_source": "AWS/Textract/AnalyzeDocument/Forms/V1",
    },
    human_loop_activation_config={
        "human_loop_activation_conditions_config": {
            "human_loop_activation_conditions": """        {
\x09\x09\x09"Conditions": [
\x09\x09\x09  {
\x09\x09\x09\x09"ConditionType": "Sampling",
\x09\x09\x09\x09"ConditionParameters": {
\x09\x09\x09\x09  "RandomSamplingPercentage": 5
\x09\x09\x09\x09}
\x09\x09\x09  }
\x09\x09\x09]
\x09\x09}
""",
        },
    },
    output_config={
        "s3_output_path": f"s3://{example_aws_s3_bucket['bucket']}/",
    })
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package main

import (
	"fmt"

	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewFlowDefinition(ctx, "example", &sagemaker.FlowDefinitionArgs{
			FlowDefinitionName: pulumi.String("example"),
			RoleArn:            pulumi.Any(exampleAwsIamRole.Arn),
			HumanLoopConfig: &sagemaker.FlowDefinitionHumanLoopConfigArgs{
				HumanTaskUiArn:                    pulumi.Any(exampleAwsSagemakerHumanTaskUi.Arn),
				TaskAvailabilityLifetimeInSeconds: pulumi.Int(1),
				TaskCount:                         pulumi.Int(1),
				TaskDescription:                   pulumi.String("example"),
				TaskTitle:                         pulumi.String("example"),
				WorkteamArn:                       pulumi.Any(exampleAwsSagemakerWorkteam.Arn),
			},
			HumanLoopRequestSource: &sagemaker.FlowDefinitionHumanLoopRequestSourceArgs{
				AwsManagedHumanLoopRequestSource: pulumi.String("AWS/Textract/AnalyzeDocument/Forms/V1"),
			},
			HumanLoopActivationConfig: &sagemaker.FlowDefinitionHumanLoopActivationConfigArgs{
				HumanLoopActivationConditionsConfig: &sagemaker.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs{
					HumanLoopActivationConditions: pulumi.String(`        {
			"Conditions": [
			  {
				"ConditionType": "Sampling",
				"ConditionParameters": {
				  "RandomSamplingPercentage": 5
				}
			  }
			]
		}
`),
				},
			},
			OutputConfig: &sagemaker.FlowDefinitionOutputConfigArgs{
				S3OutputPath: pulumi.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;

return await Deployment.RunAsync(() => 
{
    var example = new Aws.Sagemaker.FlowDefinition("example", new()
    {
        FlowDefinitionName = "example",
        RoleArn = exampleAwsIamRole.Arn,
        HumanLoopConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigArgs
        {
            HumanTaskUiArn = exampleAwsSagemakerHumanTaskUi.Arn,
            TaskAvailabilityLifetimeInSeconds = 1,
            TaskCount = 1,
            TaskDescription = "example",
            TaskTitle = "example",
            WorkteamArn = exampleAwsSagemakerWorkteam.Arn,
        },
        HumanLoopRequestSource = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopRequestSourceArgs
        {
            AwsManagedHumanLoopRequestSource = "AWS/Textract/AnalyzeDocument/Forms/V1",
        },
        HumanLoopActivationConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfigArgs
        {
            HumanLoopActivationConditionsConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs
            {
                HumanLoopActivationConditions = @"        {
			""Conditions"": [
			  {
				""ConditionType"": ""Sampling"",
				""ConditionParameters"": {
				  ""RandomSamplingPercentage"": 5
				}
			  }
			]
		}
",
            },
        },
        OutputConfig = new Aws.Sagemaker.Inputs.FlowDefinitionOutputConfigArgs
        {
            S3OutputPath = $"s3://{exampleAwsS3Bucket.Bucket}/",
        },
    });

});
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package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.FlowDefinition;
import com.pulumi.aws.sagemaker.FlowDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopRequestSourceArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopActivationConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FlowDefinitionOutputConfigArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        var example = new FlowDefinition("example", FlowDefinitionArgs.builder()
            .flowDefinitionName("example")
            .roleArn(exampleAwsIamRole.arn())
            .humanLoopConfig(FlowDefinitionHumanLoopConfigArgs.builder()
                .humanTaskUiArn(exampleAwsSagemakerHumanTaskUi.arn())
                .taskAvailabilityLifetimeInSeconds(1)
                .taskCount(1)
                .taskDescription("example")
                .taskTitle("example")
                .workteamArn(exampleAwsSagemakerWorkteam.arn())
                .build())
            .humanLoopRequestSource(FlowDefinitionHumanLoopRequestSourceArgs.builder()
                .awsManagedHumanLoopRequestSource("AWS/Textract/AnalyzeDocument/Forms/V1")
                .build())
            .humanLoopActivationConfig(FlowDefinitionHumanLoopActivationConfigArgs.builder()
                .humanLoopActivationConditionsConfig(FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs.builder()
                    .humanLoopActivationConditions("""
        {
			"Conditions": [
			  {
				"ConditionType": "Sampling",
				"ConditionParameters": {
				  "RandomSamplingPercentage": 5
				}
			  }
			]
		}
                    """)
                    .build())
                .build())
            .outputConfig(FlowDefinitionOutputConfigArgs.builder()
                .s3OutputPath(String.format("s3://%s/", exampleAwsS3Bucket.bucket()))
                .build())
            .build());

    }
}
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resources:
  example:
    type: aws:sagemaker:FlowDefinition
    properties:
      flowDefinitionName: example
      roleArn: ${exampleAwsIamRole.arn}
      humanLoopConfig:
        humanTaskUiArn: ${exampleAwsSagemakerHumanTaskUi.arn}
        taskAvailabilityLifetimeInSeconds: 1
        taskCount: 1
        taskDescription: example
        taskTitle: example
        workteamArn: ${exampleAwsSagemakerWorkteam.arn}
      humanLoopRequestSource:
        awsManagedHumanLoopRequestSource: AWS/Textract/AnalyzeDocument/Forms/V1
      humanLoopActivationConfig:
        humanLoopActivationConditionsConfig:
          humanLoopActivationConditions: |2
                    {
            			"Conditions": [
            			  {
            				"ConditionType": "Sampling",
            				"ConditionParameters": {
            				  "RandomSamplingPercentage": 5
            				}
            			  }
            			]
            		}
      outputConfig:
        s3OutputPath: s3://${exampleAwsS3Bucket.bucket}/
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Create FlowDefinition Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new FlowDefinition(name: string, args: FlowDefinitionArgs, opts?: CustomResourceOptions);
@overload
def FlowDefinition(resource_name: str,
                   args: FlowDefinitionArgs,
                   opts: Optional[ResourceOptions] = None)

@overload
def FlowDefinition(resource_name: str,
                   opts: Optional[ResourceOptions] = None,
                   flow_definition_name: Optional[str] = None,
                   human_loop_config: Optional[FlowDefinitionHumanLoopConfigArgs] = None,
                   output_config: Optional[FlowDefinitionOutputConfigArgs] = None,
                   role_arn: Optional[str] = None,
                   human_loop_activation_config: Optional[FlowDefinitionHumanLoopActivationConfigArgs] = None,
                   human_loop_request_source: Optional[FlowDefinitionHumanLoopRequestSourceArgs] = None,
                   tags: Optional[Mapping[str, str]] = None)
func NewFlowDefinition(ctx *Context, name string, args FlowDefinitionArgs, opts ...ResourceOption) (*FlowDefinition, error)
public FlowDefinition(string name, FlowDefinitionArgs args, CustomResourceOptions? opts = null)
public FlowDefinition(String name, FlowDefinitionArgs args)
public FlowDefinition(String name, FlowDefinitionArgs args, CustomResourceOptions options)

type: aws:sagemaker:FlowDefinition
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name This property is required. string
The unique name of the resource.
args This property is required. FlowDefinitionArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. FlowDefinitionArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name This property is required. string
The unique name of the resource.
args This property is required. FlowDefinitionArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. FlowDefinitionArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. FlowDefinitionArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

var flowDefinitionResource = new Aws.Sagemaker.FlowDefinition("flowDefinitionResource", new()
{
    FlowDefinitionName = "string",
    HumanLoopConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigArgs
    {
        HumanTaskUiArn = "string",
        TaskCount = 0,
        TaskDescription = "string",
        TaskTitle = "string",
        WorkteamArn = "string",
        PublicWorkforceTaskPrice = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs
        {
            AmountInUsd = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs
            {
                Cents = 0,
                Dollars = 0,
                TenthFractionsOfACent = 0,
            },
        },
        TaskAvailabilityLifetimeInSeconds = 0,
        TaskKeywords = new[]
        {
            "string",
        },
        TaskTimeLimitInSeconds = 0,
    },
    OutputConfig = new Aws.Sagemaker.Inputs.FlowDefinitionOutputConfigArgs
    {
        S3OutputPath = "string",
        KmsKeyId = "string",
    },
    RoleArn = "string",
    HumanLoopActivationConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfigArgs
    {
        HumanLoopActivationConditionsConfig = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs
        {
            HumanLoopActivationConditions = "string",
        },
    },
    HumanLoopRequestSource = new Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopRequestSourceArgs
    {
        AwsManagedHumanLoopRequestSource = "string",
    },
    Tags = 
    {
        { "string", "string" },
    },
});
Copy
example, err := sagemaker.NewFlowDefinition(ctx, "flowDefinitionResource", &sagemaker.FlowDefinitionArgs{
	FlowDefinitionName: pulumi.String("string"),
	HumanLoopConfig: &sagemaker.FlowDefinitionHumanLoopConfigArgs{
		HumanTaskUiArn:  pulumi.String("string"),
		TaskCount:       pulumi.Int(0),
		TaskDescription: pulumi.String("string"),
		TaskTitle:       pulumi.String("string"),
		WorkteamArn:     pulumi.String("string"),
		PublicWorkforceTaskPrice: &sagemaker.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs{
			AmountInUsd: &sagemaker.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs{
				Cents:                 pulumi.Int(0),
				Dollars:               pulumi.Int(0),
				TenthFractionsOfACent: pulumi.Int(0),
			},
		},
		TaskAvailabilityLifetimeInSeconds: pulumi.Int(0),
		TaskKeywords: pulumi.StringArray{
			pulumi.String("string"),
		},
		TaskTimeLimitInSeconds: pulumi.Int(0),
	},
	OutputConfig: &sagemaker.FlowDefinitionOutputConfigArgs{
		S3OutputPath: pulumi.String("string"),
		KmsKeyId:     pulumi.String("string"),
	},
	RoleArn: pulumi.String("string"),
	HumanLoopActivationConfig: &sagemaker.FlowDefinitionHumanLoopActivationConfigArgs{
		HumanLoopActivationConditionsConfig: &sagemaker.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs{
			HumanLoopActivationConditions: pulumi.String("string"),
		},
	},
	HumanLoopRequestSource: &sagemaker.FlowDefinitionHumanLoopRequestSourceArgs{
		AwsManagedHumanLoopRequestSource: pulumi.String("string"),
	},
	Tags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
})
Copy
var flowDefinitionResource = new FlowDefinition("flowDefinitionResource", FlowDefinitionArgs.builder()
    .flowDefinitionName("string")
    .humanLoopConfig(FlowDefinitionHumanLoopConfigArgs.builder()
        .humanTaskUiArn("string")
        .taskCount(0)
        .taskDescription("string")
        .taskTitle("string")
        .workteamArn("string")
        .publicWorkforceTaskPrice(FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs.builder()
            .amountInUsd(FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs.builder()
                .cents(0)
                .dollars(0)
                .tenthFractionsOfACent(0)
                .build())
            .build())
        .taskAvailabilityLifetimeInSeconds(0)
        .taskKeywords("string")
        .taskTimeLimitInSeconds(0)
        .build())
    .outputConfig(FlowDefinitionOutputConfigArgs.builder()
        .s3OutputPath("string")
        .kmsKeyId("string")
        .build())
    .roleArn("string")
    .humanLoopActivationConfig(FlowDefinitionHumanLoopActivationConfigArgs.builder()
        .humanLoopActivationConditionsConfig(FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs.builder()
            .humanLoopActivationConditions("string")
            .build())
        .build())
    .humanLoopRequestSource(FlowDefinitionHumanLoopRequestSourceArgs.builder()
        .awsManagedHumanLoopRequestSource("string")
        .build())
    .tags(Map.of("string", "string"))
    .build());
Copy
flow_definition_resource = aws.sagemaker.FlowDefinition("flowDefinitionResource",
    flow_definition_name="string",
    human_loop_config={
        "human_task_ui_arn": "string",
        "task_count": 0,
        "task_description": "string",
        "task_title": "string",
        "workteam_arn": "string",
        "public_workforce_task_price": {
            "amount_in_usd": {
                "cents": 0,
                "dollars": 0,
                "tenth_fractions_of_a_cent": 0,
            },
        },
        "task_availability_lifetime_in_seconds": 0,
        "task_keywords": ["string"],
        "task_time_limit_in_seconds": 0,
    },
    output_config={
        "s3_output_path": "string",
        "kms_key_id": "string",
    },
    role_arn="string",
    human_loop_activation_config={
        "human_loop_activation_conditions_config": {
            "human_loop_activation_conditions": "string",
        },
    },
    human_loop_request_source={
        "aws_managed_human_loop_request_source": "string",
    },
    tags={
        "string": "string",
    })
Copy
const flowDefinitionResource = new aws.sagemaker.FlowDefinition("flowDefinitionResource", {
    flowDefinitionName: "string",
    humanLoopConfig: {
        humanTaskUiArn: "string",
        taskCount: 0,
        taskDescription: "string",
        taskTitle: "string",
        workteamArn: "string",
        publicWorkforceTaskPrice: {
            amountInUsd: {
                cents: 0,
                dollars: 0,
                tenthFractionsOfACent: 0,
            },
        },
        taskAvailabilityLifetimeInSeconds: 0,
        taskKeywords: ["string"],
        taskTimeLimitInSeconds: 0,
    },
    outputConfig: {
        s3OutputPath: "string",
        kmsKeyId: "string",
    },
    roleArn: "string",
    humanLoopActivationConfig: {
        humanLoopActivationConditionsConfig: {
            humanLoopActivationConditions: "string",
        },
    },
    humanLoopRequestSource: {
        awsManagedHumanLoopRequestSource: "string",
    },
    tags: {
        string: "string",
    },
});
Copy
type: aws:sagemaker:FlowDefinition
properties:
    flowDefinitionName: string
    humanLoopActivationConfig:
        humanLoopActivationConditionsConfig:
            humanLoopActivationConditions: string
    humanLoopConfig:
        humanTaskUiArn: string
        publicWorkforceTaskPrice:
            amountInUsd:
                cents: 0
                dollars: 0
                tenthFractionsOfACent: 0
        taskAvailabilityLifetimeInSeconds: 0
        taskCount: 0
        taskDescription: string
        taskKeywords:
            - string
        taskTimeLimitInSeconds: 0
        taskTitle: string
        workteamArn: string
    humanLoopRequestSource:
        awsManagedHumanLoopRequestSource: string
    outputConfig:
        kmsKeyId: string
        s3OutputPath: string
    roleArn: string
    tags:
        string: string
Copy

FlowDefinition Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The FlowDefinition resource accepts the following input properties:

FlowDefinitionName
This property is required.
Changes to this property will trigger replacement.
string
The name of your flow definition.
HumanLoopConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
OutputConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
RoleArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
HumanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
HumanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
Tags Dictionary<string, string>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
FlowDefinitionName
This property is required.
Changes to this property will trigger replacement.
string
The name of your flow definition.
HumanLoopConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionHumanLoopConfigArgs
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
OutputConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionOutputConfigArgs
An object containing information about where the human review results will be uploaded. See Output Config details below.
RoleArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
HumanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigArgs
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
HumanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSourceArgs
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
Tags map[string]string
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
flowDefinitionName
This property is required.
Changes to this property will trigger replacement.
String
The name of your flow definition.
humanLoopConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
outputConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
humanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
tags Map<String,String>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
flowDefinitionName
This property is required.
Changes to this property will trigger replacement.
string
The name of your flow definition.
humanLoopConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
outputConfig
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
humanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
tags {[key: string]: string}
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
flow_definition_name
This property is required.
Changes to this property will trigger replacement.
str
The name of your flow definition.
human_loop_config
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionHumanLoopConfigArgs
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
output_config
This property is required.
Changes to this property will trigger replacement.
FlowDefinitionOutputConfigArgs
An object containing information about where the human review results will be uploaded. See Output Config details below.
role_arn
This property is required.
Changes to this property will trigger replacement.
str
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
human_loop_activation_config Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigArgs
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
human_loop_request_source Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSourceArgs
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
tags Mapping[str, str]
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
flowDefinitionName
This property is required.
Changes to this property will trigger replacement.
String
The name of your flow definition.
humanLoopConfig
This property is required.
Changes to this property will trigger replacement.
Property Map
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
outputConfig
This property is required.
Changes to this property will trigger replacement.
Property Map
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
humanLoopActivationConfig Changes to this property will trigger replacement. Property Map
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. Property Map
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
tags Map<String>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.

Outputs

All input properties are implicitly available as output properties. Additionally, the FlowDefinition resource produces the following output properties:

Arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
Id string
The provider-assigned unique ID for this managed resource.
TagsAll Dictionary<string, string>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

Arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
Id string
The provider-assigned unique ID for this managed resource.
TagsAll map[string]string
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn String
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
id String
The provider-assigned unique ID for this managed resource.
tagsAll Map<String,String>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
id string
The provider-assigned unique ID for this managed resource.
tagsAll {[key: string]: string}
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn str
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
id str
The provider-assigned unique ID for this managed resource.
tags_all Mapping[str, str]
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn String
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
id String
The provider-assigned unique ID for this managed resource.
tagsAll Map<String>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

Look up Existing FlowDefinition Resource

Get an existing FlowDefinition resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

public static get(name: string, id: Input<ID>, state?: FlowDefinitionState, opts?: CustomResourceOptions): FlowDefinition
@staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        arn: Optional[str] = None,
        flow_definition_name: Optional[str] = None,
        human_loop_activation_config: Optional[FlowDefinitionHumanLoopActivationConfigArgs] = None,
        human_loop_config: Optional[FlowDefinitionHumanLoopConfigArgs] = None,
        human_loop_request_source: Optional[FlowDefinitionHumanLoopRequestSourceArgs] = None,
        output_config: Optional[FlowDefinitionOutputConfigArgs] = None,
        role_arn: Optional[str] = None,
        tags: Optional[Mapping[str, str]] = None,
        tags_all: Optional[Mapping[str, str]] = None) -> FlowDefinition
func GetFlowDefinition(ctx *Context, name string, id IDInput, state *FlowDefinitionState, opts ...ResourceOption) (*FlowDefinition, error)
public static FlowDefinition Get(string name, Input<string> id, FlowDefinitionState? state, CustomResourceOptions? opts = null)
public static FlowDefinition get(String name, Output<String> id, FlowDefinitionState state, CustomResourceOptions options)
resources:  _:    type: aws:sagemaker:FlowDefinition    get:      id: ${id}
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
resource_name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
The following state arguments are supported:
Arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
FlowDefinitionName Changes to this property will trigger replacement. string
The name of your flow definition.
HumanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
HumanLoopConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
HumanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
OutputConfig Changes to this property will trigger replacement. FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
RoleArn Changes to this property will trigger replacement. string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
Tags Dictionary<string, string>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
TagsAll Dictionary<string, string>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

Arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
FlowDefinitionName Changes to this property will trigger replacement. string
The name of your flow definition.
HumanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigArgs
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
HumanLoopConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigArgs
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
HumanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSourceArgs
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
OutputConfig Changes to this property will trigger replacement. FlowDefinitionOutputConfigArgs
An object containing information about where the human review results will be uploaded. See Output Config details below.
RoleArn Changes to this property will trigger replacement. string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
Tags map[string]string
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
TagsAll map[string]string
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn String
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
flowDefinitionName Changes to this property will trigger replacement. String
The name of your flow definition.
humanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
outputConfig Changes to this property will trigger replacement. FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn Changes to this property will trigger replacement. String
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
tags Map<String,String>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll Map<String,String>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn string
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
flowDefinitionName Changes to this property will trigger replacement. string
The name of your flow definition.
humanLoopActivationConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfig
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfig
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSource
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
outputConfig Changes to this property will trigger replacement. FlowDefinitionOutputConfig
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn Changes to this property will trigger replacement. string
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
tags {[key: string]: string}
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll {[key: string]: string}
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn str
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
flow_definition_name Changes to this property will trigger replacement. str
The name of your flow definition.
human_loop_activation_config Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigArgs
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
human_loop_config Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigArgs
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
human_loop_request_source Changes to this property will trigger replacement. FlowDefinitionHumanLoopRequestSourceArgs
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
output_config Changes to this property will trigger replacement. FlowDefinitionOutputConfigArgs
An object containing information about where the human review results will be uploaded. See Output Config details below.
role_arn Changes to this property will trigger replacement. str
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
tags Mapping[str, str]
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tags_all Mapping[str, str]
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

arn String
The Amazon Resource Name (ARN) assigned by AWS to this Flow Definition.
flowDefinitionName Changes to this property will trigger replacement. String
The name of your flow definition.
humanLoopActivationConfig Changes to this property will trigger replacement. Property Map
An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
humanLoopConfig Changes to this property will trigger replacement. Property Map
An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
humanLoopRequestSource Changes to this property will trigger replacement. Property Map
Container for configuring the source of human task requests. Use to specify if Amazon Rekognition or Amazon Textract is used as an integration source. See Human Loop Request Source details below.
outputConfig Changes to this property will trigger replacement. Property Map
An object containing information about where the human review results will be uploaded. See Output Config details below.
roleArn Changes to this property will trigger replacement. String
The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
tags Map<String>
A map of tags to assign to the resource. If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll Map<String>
A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.

Deprecated: Please use tags instead.

Supporting Types

FlowDefinitionHumanLoopActivationConfig
, FlowDefinitionHumanLoopActivationConfigArgs

HumanLoopActivationConditionsConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.
HumanLoopActivationConditionsConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.
humanLoopActivationConditionsConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.
humanLoopActivationConditionsConfig Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.
human_loop_activation_conditions_config Changes to this property will trigger replacement. FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.
humanLoopActivationConditionsConfig Changes to this property will trigger replacement. Property Map
defines under what conditions SageMaker AI creates a human loop. See Human Loop Activation Conditions Config details below.

FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
, FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs

HumanLoopActivationConditions
This property is required.
Changes to this property will trigger replacement.
string
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.
HumanLoopActivationConditions
This property is required.
Changes to this property will trigger replacement.
string
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.
humanLoopActivationConditions
This property is required.
Changes to this property will trigger replacement.
String
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.
humanLoopActivationConditions
This property is required.
Changes to this property will trigger replacement.
string
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.
human_loop_activation_conditions
This property is required.
Changes to this property will trigger replacement.
str
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.
humanLoopActivationConditions
This property is required.
Changes to this property will trigger replacement.
String
A JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI.

FlowDefinitionHumanLoopConfig
, FlowDefinitionHumanLoopConfigArgs

HumanTaskUiArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface.
TaskCount
This property is required.
Changes to this property will trigger replacement.
int
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
TaskDescription
This property is required.
Changes to this property will trigger replacement.
string
A description for the human worker task.
TaskTitle
This property is required.
Changes to this property will trigger replacement.
string
A title for the human worker task.
WorkteamArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
PublicWorkforceTaskPrice Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
TaskAvailabilityLifetimeInSeconds Changes to this property will trigger replacement. int
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
TaskKeywords List<string>
An array of keywords used to describe the task so that workers can discover the task.
TaskTimeLimitInSeconds Changes to this property will trigger replacement. int
The amount of time that a worker has to complete a task. The default value is 3600 seconds.
HumanTaskUiArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface.
TaskCount
This property is required.
Changes to this property will trigger replacement.
int
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
TaskDescription
This property is required.
Changes to this property will trigger replacement.
string
A description for the human worker task.
TaskTitle
This property is required.
Changes to this property will trigger replacement.
string
A title for the human worker task.
WorkteamArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
PublicWorkforceTaskPrice Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
TaskAvailabilityLifetimeInSeconds Changes to this property will trigger replacement. int
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
TaskKeywords []string
An array of keywords used to describe the task so that workers can discover the task.
TaskTimeLimitInSeconds Changes to this property will trigger replacement. int
The amount of time that a worker has to complete a task. The default value is 3600 seconds.
humanTaskUiArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the human task user interface.
taskCount
This property is required.
Changes to this property will trigger replacement.
Integer
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
taskDescription
This property is required.
Changes to this property will trigger replacement.
String
A description for the human worker task.
taskTitle
This property is required.
Changes to this property will trigger replacement.
String
A title for the human worker task.
workteamArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
publicWorkforceTaskPrice Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
taskAvailabilityLifetimeInSeconds Changes to this property will trigger replacement. Integer
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
taskKeywords List<String>
An array of keywords used to describe the task so that workers can discover the task.
taskTimeLimitInSeconds Changes to this property will trigger replacement. Integer
The amount of time that a worker has to complete a task. The default value is 3600 seconds.
humanTaskUiArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface.
taskCount
This property is required.
Changes to this property will trigger replacement.
number
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
taskDescription
This property is required.
Changes to this property will trigger replacement.
string
A description for the human worker task.
taskTitle
This property is required.
Changes to this property will trigger replacement.
string
A title for the human worker task.
workteamArn
This property is required.
Changes to this property will trigger replacement.
string
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
publicWorkforceTaskPrice Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
taskAvailabilityLifetimeInSeconds Changes to this property will trigger replacement. number
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
taskKeywords string[]
An array of keywords used to describe the task so that workers can discover the task.
taskTimeLimitInSeconds Changes to this property will trigger replacement. number
The amount of time that a worker has to complete a task. The default value is 3600 seconds.
human_task_ui_arn
This property is required.
Changes to this property will trigger replacement.
str
The Amazon Resource Name (ARN) of the human task user interface.
task_count
This property is required.
Changes to this property will trigger replacement.
int
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
task_description
This property is required.
Changes to this property will trigger replacement.
str
A description for the human worker task.
task_title
This property is required.
Changes to this property will trigger replacement.
str
A title for the human worker task.
workteam_arn
This property is required.
Changes to this property will trigger replacement.
str
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
public_workforce_task_price Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
task_availability_lifetime_in_seconds Changes to this property will trigger replacement. int
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
task_keywords Sequence[str]
An array of keywords used to describe the task so that workers can discover the task.
task_time_limit_in_seconds Changes to this property will trigger replacement. int
The amount of time that a worker has to complete a task. The default value is 3600 seconds.
humanTaskUiArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the human task user interface.
taskCount
This property is required.
Changes to this property will trigger replacement.
Number
The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
taskDescription
This property is required.
Changes to this property will trigger replacement.
String
A description for the human worker task.
taskTitle
This property is required.
Changes to this property will trigger replacement.
String
A title for the human worker task.
workteamArn
This property is required.
Changes to this property will trigger replacement.
String
The Amazon Resource Name (ARN) of the human task user interface. Amazon Resource Name (ARN) of a team of workers. For Public workforces see AWS Docs.
publicWorkforceTaskPrice Changes to this property will trigger replacement. Property Map
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. See Public Workforce Task Price details below.
taskAvailabilityLifetimeInSeconds Changes to this property will trigger replacement. Number
The length of time that a task remains available for review by human workers. Valid value range between 1 and 864000.
taskKeywords List<String>
An array of keywords used to describe the task so that workers can discover the task.
taskTimeLimitInSeconds Changes to this property will trigger replacement. Number
The amount of time that a worker has to complete a task. The default value is 3600 seconds.

FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice
, FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs

AmountInUsd Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
AmountInUsd Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
amountInUsd Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
amountInUsd Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
amount_in_usd Changes to this property will trigger replacement. FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
amountInUsd Changes to this property will trigger replacement. Property Map
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.

FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
, FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsdArgs

Cents Changes to this property will trigger replacement. int
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
Dollars Changes to this property will trigger replacement. int
The whole number of dollars in the amount. Valid value range between 0 and 2.
TenthFractionsOfACent Changes to this property will trigger replacement. int
Fractions of a cent, in tenths. Valid value range between 0 and 9.
Cents Changes to this property will trigger replacement. int
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
Dollars Changes to this property will trigger replacement. int
The whole number of dollars in the amount. Valid value range between 0 and 2.
TenthFractionsOfACent Changes to this property will trigger replacement. int
Fractions of a cent, in tenths. Valid value range between 0 and 9.
cents Changes to this property will trigger replacement. Integer
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
dollars Changes to this property will trigger replacement. Integer
The whole number of dollars in the amount. Valid value range between 0 and 2.
tenthFractionsOfACent Changes to this property will trigger replacement. Integer
Fractions of a cent, in tenths. Valid value range between 0 and 9.
cents Changes to this property will trigger replacement. number
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
dollars Changes to this property will trigger replacement. number
The whole number of dollars in the amount. Valid value range between 0 and 2.
tenthFractionsOfACent Changes to this property will trigger replacement. number
Fractions of a cent, in tenths. Valid value range between 0 and 9.
cents Changes to this property will trigger replacement. int
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
dollars Changes to this property will trigger replacement. int
The whole number of dollars in the amount. Valid value range between 0 and 2.
tenth_fractions_of_a_cent Changes to this property will trigger replacement. int
Fractions of a cent, in tenths. Valid value range between 0 and 9.
cents Changes to this property will trigger replacement. Number
The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
dollars Changes to this property will trigger replacement. Number
The whole number of dollars in the amount. Valid value range between 0 and 2.
tenthFractionsOfACent Changes to this property will trigger replacement. Number
Fractions of a cent, in tenths. Valid value range between 0 and 9.

FlowDefinitionHumanLoopRequestSource
, FlowDefinitionHumanLoopRequestSourceArgs

AwsManagedHumanLoopRequestSource
This property is required.
Changes to this property will trigger replacement.
string
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.
AwsManagedHumanLoopRequestSource
This property is required.
Changes to this property will trigger replacement.
string
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.
awsManagedHumanLoopRequestSource
This property is required.
Changes to this property will trigger replacement.
String
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.
awsManagedHumanLoopRequestSource
This property is required.
Changes to this property will trigger replacement.
string
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.
aws_managed_human_loop_request_source
This property is required.
Changes to this property will trigger replacement.
str
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.
awsManagedHumanLoopRequestSource
This property is required.
Changes to this property will trigger replacement.
String
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. Valid values are: AWS/Rekognition/DetectModerationLabels/Image/V3 and AWS/Textract/AnalyzeDocument/Forms/V1.

FlowDefinitionOutputConfig
, FlowDefinitionOutputConfigArgs

S3OutputPath
This property is required.
Changes to this property will trigger replacement.
string
The Amazon S3 path where the object containing human output will be made available.
KmsKeyId Changes to this property will trigger replacement. string
The Amazon Key Management Service (KMS) key ARN for server-side encryption.
S3OutputPath
This property is required.
Changes to this property will trigger replacement.
string
The Amazon S3 path where the object containing human output will be made available.
KmsKeyId Changes to this property will trigger replacement. string
The Amazon Key Management Service (KMS) key ARN for server-side encryption.
s3OutputPath
This property is required.
Changes to this property will trigger replacement.
String
The Amazon S3 path where the object containing human output will be made available.
kmsKeyId Changes to this property will trigger replacement. String
The Amazon Key Management Service (KMS) key ARN for server-side encryption.
s3OutputPath
This property is required.
Changes to this property will trigger replacement.
string
The Amazon S3 path where the object containing human output will be made available.
kmsKeyId Changes to this property will trigger replacement. string
The Amazon Key Management Service (KMS) key ARN for server-side encryption.
s3_output_path
This property is required.
Changes to this property will trigger replacement.
str
The Amazon S3 path where the object containing human output will be made available.
kms_key_id Changes to this property will trigger replacement. str
The Amazon Key Management Service (KMS) key ARN for server-side encryption.
s3OutputPath
This property is required.
Changes to this property will trigger replacement.
String
The Amazon S3 path where the object containing human output will be made available.
kmsKeyId Changes to this property will trigger replacement. String
The Amazon Key Management Service (KMS) key ARN for server-side encryption.

Import

Using pulumi import, import SageMaker AI Flow Definitions using the flow_definition_name. For example:

$ pulumi import aws:sagemaker/flowDefinition:FlowDefinition example example
Copy

To learn more about importing existing cloud resources, see Importing resources.

Package Details

Repository
AWS Classic pulumi/pulumi-aws
License
Apache-2.0
Notes
This Pulumi package is based on the aws Terraform Provider.
AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi
pulumi/pulumi-aws