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  5. FlowDefinition

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AWS Classic v6.42.0 published on Wednesday, Jun 26, 2024 by Pulumi
pulumi/pulumi-aws

aws.sagemaker.FlowDefinition

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Try AWS Native preview for resources not in the classic version.

AWS Classic v6.42.0 published on Wednesday, Jun 26, 2024 by Pulumi
pulumi/pulumi-aws

    Provides a SageMaker 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}/`,
    },
});

    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={
        "humanTaskUiArn": example_aws_sagemaker_human_task_ui["arn"],
        "taskAvailabilityLifetimeInSeconds": 1,
        "taskCount": 1,
        "taskDescription": "example",
        "taskTitle": "example",
        "workteamArn": example_aws_sagemaker_workteam["arn"],
    },
    output_config={
        "s3OutputPath": f"s3://{example_aws_s3_bucket['bucket']}/",
    })

    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.String(fmt.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket)),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

    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}/",
        },
    });

});

    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());

    }
}

    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}/

    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}/`,
    },
});

    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={
        "humanTaskUiArn": example_aws_sagemaker_human_task_ui["arn"],
        "taskAvailabilityLifetimeInSeconds": 1,
        "taskCount": 1,
        "taskDescription": "example",
        "taskTitle": "example",
        "workteamArn": f"arn:aws:sagemaker:{current['name']}:394669845002:workteam/public-crowd/default",
        "publicWorkforceTaskPrice": {
            "amountInUsd": {
                "cents": 1,
                "tenthFractionsOfACent": 2,
            },
        },
    },
    output_config={
        "s3OutputPath": f"s3://{example_aws_s3_bucket['bucket']}/",
    })

    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.String(fmt.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.String(fmt.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket)),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

    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}/",
        },
    });

});

    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());

    }
}

    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}/

    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}/`,
    },
});

    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={
        "humanTaskUiArn": example_aws_sagemaker_human_task_ui["arn"],
        "taskAvailabilityLifetimeInSeconds": 1,
        "taskCount": 1,
        "taskDescription": "example",
        "taskTitle": "example",
        "workteamArn": example_aws_sagemaker_workteam["arn"],
    },
    human_loop_request_source={
        "awsManagedHumanLoopRequestSource": "AWS/Textract/AnalyzeDocument/Forms/V1",
    },
    human_loop_activation_config={
        "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}
""",
        },
    },
    output_config={
        "s3OutputPath": f"s3://{example_aws_s3_bucket['bucket']}/",
    })

    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.String(fmt.Sprintf("s3://%v/", exampleAwsS3Bucket.Bucket)),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

    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}/",
        },
    });

});

    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());

    }
}

    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}/

    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 string
    The unique name of the resource.
    args FlowDefinitionArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args 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 string
    The unique name of the resource.
    args FlowDefinitionArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args FlowDefinitionArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args 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" },
    },
});

    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"),
	},
})

    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());

    flow_definition_resource = aws.sagemaker.FlowDefinition("flowDefinitionResource",
    flow_definition_name="string",
    human_loop_config={
        "humanTaskUiArn": "string",
        "taskCount": 0,
        "taskDescription": "string",
        "taskTitle": "string",
        "workteamArn": "string",
        "publicWorkforceTaskPrice": {
            "amountInUsd": {
                "cents": 0,
                "dollars": 0,
                "tenthFractionsOfACent": 0,
            },
        },
        "taskAvailabilityLifetimeInSeconds": 0,
        "taskKeywords": ["string"],
        "taskTimeLimitInSeconds": 0,
    },
    output_config={
        "s3OutputPath": "string",
        "kmsKeyId": "string",
    },
    role_arn="string",
    human_loop_activation_config={
        "humanLoopActivationConditionsConfig": {
            "humanLoopActivationConditions": "string",
        },
    },
    human_loop_request_source={
        "awsManagedHumanLoopRequestSource": "string",
    },
    tags={
        "string": "string",
    })

    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",
    },
});

    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

    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

    The FlowDefinition resource accepts the following input properties:

    FlowDefinitionName string
    The name of your flow definition.
    HumanLoopConfig Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    OutputConfig Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    RoleArn string
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    HumanLoopActivationConfig Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    HumanLoopRequestSource Pulumi.Aws.Sagemaker.Inputs.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 string
    The name of your flow definition.
    HumanLoopConfig FlowDefinitionHumanLoopConfigArgs
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    OutputConfig FlowDefinitionOutputConfigArgs
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    RoleArn string
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    HumanLoopActivationConfig FlowDefinitionHumanLoopActivationConfigArgs
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    HumanLoopRequestSource 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 String
    The name of your flow definition.
    humanLoopConfig FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    outputConfig FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn String
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    humanLoopActivationConfig FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopRequestSource 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 string
    The name of your flow definition.
    humanLoopConfig FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    outputConfig FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn string
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    humanLoopActivationConfig FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopRequestSource 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 str
    The name of your flow definition.
    human_loop_config FlowDefinitionHumanLoopConfigArgs
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    output_config FlowDefinitionOutputConfigArgs
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    role_arn str
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    human_loop_activation_config FlowDefinitionHumanLoopActivationConfigArgs
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    human_loop_request_source 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 String
    The name of your flow definition.
    humanLoopConfig Property Map
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    outputConfig Property Map
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn String
    The Amazon Resource Name (ARN) of the role needed to call other services on your behalf.
    humanLoopActivationConfig Property Map
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopRequestSource 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)
    Resource lookup is not supported in YAML
    name
    The unique name of the resulting resource.
    id
    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
    The unique name of the resulting resource.
    id
    The unique provider ID of the resource to lookup.
    name
    The unique name of the resulting resource.
    id
    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
    The unique name of the resulting resource.
    id
    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
    The unique name of the resulting resource.
    id
    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 string
    The name of your flow definition.
    HumanLoopActivationConfig Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    HumanLoopConfig Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    HumanLoopRequestSource Pulumi.Aws.Sagemaker.Inputs.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 Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    RoleArn 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 string
    The name of your flow definition.
    HumanLoopActivationConfig FlowDefinitionHumanLoopActivationConfigArgs
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    HumanLoopConfig FlowDefinitionHumanLoopConfigArgs
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    HumanLoopRequestSource 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 FlowDefinitionOutputConfigArgs
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    RoleArn 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 String
    The name of your flow definition.
    humanLoopActivationConfig FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopConfig FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    humanLoopRequestSource 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 FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn 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 string
    The name of your flow definition.
    humanLoopActivationConfig FlowDefinitionHumanLoopActivationConfig
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopConfig FlowDefinitionHumanLoopConfig
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    humanLoopRequestSource 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 FlowDefinitionOutputConfig
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn 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 str
    The name of your flow definition.
    human_loop_activation_config FlowDefinitionHumanLoopActivationConfigArgs
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    human_loop_config FlowDefinitionHumanLoopConfigArgs
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    human_loop_request_source 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 FlowDefinitionOutputConfigArgs
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    role_arn 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 String
    The name of your flow definition.
    humanLoopActivationConfig Property Map
    An object containing information about the events that trigger a human workflow. See Human Loop Activation Config details below.
    humanLoopConfig Property Map
    An object containing information about the tasks the human reviewers will perform. See Human Loop Config details below.
    humanLoopRequestSource 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 Property Map
    An object containing information about where the human review results will be uploaded. See Output Config details below.
    roleArn 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 Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.
    HumanLoopActivationConditionsConfig FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.
    humanLoopActivationConditionsConfig FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.
    humanLoopActivationConditionsConfig FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.
    human_loop_activation_conditions_config FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.
    humanLoopActivationConditionsConfig Property Map
    defines under what conditions SageMaker creates a human loop. See Human Loop Activation Conditions Config details below.

    FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfig, FlowDefinitionHumanLoopActivationConfigHumanLoopActivationConditionsConfigArgs

    HumanLoopActivationConditions 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 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 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 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 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 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 string
    The Amazon Resource Name (ARN) of the human task user interface.
    TaskCount int
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    TaskDescription string
    A description for the human worker task.
    TaskTitle string
    A title for the human worker task.
    WorkteamArn 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 Pulumi.Aws.Sagemaker.Inputs.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 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 int
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.
    HumanTaskUiArn string
    The Amazon Resource Name (ARN) of the human task user interface.
    TaskCount int
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    TaskDescription string
    A description for the human worker task.
    TaskTitle string
    A title for the human worker task.
    WorkteamArn 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 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 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 int
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.
    humanTaskUiArn String
    The Amazon Resource Name (ARN) of the human task user interface.
    taskCount Integer
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    taskDescription String
    A description for the human worker task.
    taskTitle String
    A title for the human worker task.
    workteamArn 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 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 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 Integer
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.
    humanTaskUiArn string
    The Amazon Resource Name (ARN) of the human task user interface.
    taskCount number
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    taskDescription string
    A description for the human worker task.
    taskTitle string
    A title for the human worker task.
    workteamArn 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 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 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 number
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.
    human_task_ui_arn str
    The Amazon Resource Name (ARN) of the human task user interface.
    task_count int
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    task_description str
    A description for the human worker task.
    task_title str
    A title for the human worker task.
    workteam_arn 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 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 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 int
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.
    humanTaskUiArn String
    The Amazon Resource Name (ARN) of the human task user interface.
    taskCount Number
    The number of distinct workers who will perform the same task on each object. Valid value range between 1 and 3.
    taskDescription String
    A description for the human worker task.
    taskTitle String
    A title for the human worker task.
    workteamArn 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 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 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 Number
    The amount of time that a worker has to complete a task. The default value is 3600 seconds.

    FlowDefinitionHumanLoopConfigPublicWorkforceTaskPrice, FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceArgs

    AmountInUsd Pulumi.Aws.Sagemaker.Inputs.FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
    Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
    AmountInUsd FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
    Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
    amountInUsd FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
    Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
    amountInUsd 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 FlowDefinitionHumanLoopConfigPublicWorkforceTaskPriceAmountInUsd
    Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. See Amount In Usd details below.
    amountInUsd 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 int
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    Dollars int
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    TenthFractionsOfACent int
    Fractions of a cent, in tenths. Valid value range between 0 and 9.
    Cents int
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    Dollars int
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    TenthFractionsOfACent int
    Fractions of a cent, in tenths. Valid value range between 0 and 9.
    cents Integer
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    dollars Integer
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    tenthFractionsOfACent Integer
    Fractions of a cent, in tenths. Valid value range between 0 and 9.
    cents number
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    dollars number
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    tenthFractionsOfACent number
    Fractions of a cent, in tenths. Valid value range between 0 and 9.
    cents int
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    dollars int
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    tenth_fractions_of_a_cent int
    Fractions of a cent, in tenths. Valid value range between 0 and 9.
    cents Number
    The fractional portion, in cents, of the amount. Valid value range between 0 and 99.
    dollars Number
    The whole number of dollars in the amount. Valid value range between 0 and 2.
    tenthFractionsOfACent Number
    Fractions of a cent, in tenths. Valid value range between 0 and 9.

    FlowDefinitionHumanLoopRequestSource, FlowDefinitionHumanLoopRequestSourceArgs

    AwsManagedHumanLoopRequestSource 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 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 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 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 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 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 string
    The Amazon S3 path where the object containing human output will be made available.
    KmsKeyId string
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.
    S3OutputPath string
    The Amazon S3 path where the object containing human output will be made available.
    KmsKeyId string
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.
    s3OutputPath String
    The Amazon S3 path where the object containing human output will be made available.
    kmsKeyId String
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.
    s3OutputPath string
    The Amazon S3 path where the object containing human output will be made available.
    kmsKeyId string
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.
    s3_output_path str
    The Amazon S3 path where the object containing human output will be made available.
    kms_key_id str
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.
    s3OutputPath String
    The Amazon S3 path where the object containing human output will be made available.
    kmsKeyId String
    The Amazon Key Management Service (KMS) key ARN for server-side encryption.

    Import

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

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

    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.
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    Try AWS Native preview for resources not in the classic version.

    AWS Classic v6.42.0 published on Wednesday, Jun 26, 2024 by Pulumi
    pulumi/pulumi-aws