인적 검토 워크플로 생성

다음은 AWS SDK for Python (Boto3)을 사용하여 Amazon Textract의 인적 검토 워크플로(흐름 정의)를 생성해 달라는 요청의 예입니다. Amazon Textract 인적 루프를 생성하는 데 먼저 'AWS/Textract/AnalyzeDocument/Forms/V1'을 사용해야 합니다. Mechanical Turk 인력을 사용하는 경우에만 PublicWorkforceTaskPrice을 포함하세요.

sagemaker_client = boto3.client('sagemaker', aws_region)

response = sagemaker_client.create_flow_definition(
    FlowDefinitionName='ExampleFlowDefinition',
    HumanLoopRequestSource={
         'AwsManagedHumanLoopRequestSource': 'AWS/Textract/AnalyzeDocument/Forms/V1'
    }, 
    HumanLoopActivationConfig={
        'HumanLoopActivationConditionsConfig': {
            'HumanLoopActivationConditions': '{...}'
        }
    },
    HumanLoopConfig={
        'WorkteamArn': 'arn:aws:sagemaker:aws_region:aws_account_number:workteam/private-crowd/workteam_name',
        'HumanTaskUiArn': 'arn:aws:sagemaker:aws_region:aws_account_number:human-task-ui/template_name',
        'TaskTitle': 'Example task title',
        'TaskDescription': 'Example task description.',
        'TaskCount': 123,
        'TaskAvailabilityLifetimeInSeconds': 123,
        'TaskTimeLimitInSeconds': 123,
        'TaskKeywords': [
            'Keyword1','Keyword2'
        ],
        'PublicWorkforceTaskPrice': {
            'AmountInUsd': {
                'Dollars': 123,
                'Cents': 123,
                'TenthFractionsOfACent': 123
            }
        }
    },
    OutputConfig={
        'S3OutputPath': 's3://bucket/path/',
        'KmsKeyId': '1234abcd-12ab-34cd-56ef-1234567890ab'
    },
    RoleArn='arn:aws:iam::aws_account_number:role/role_name',
    Tags=[
        {
            'Key': 'KeyName',
            'Value': 'ValueName'
        },
    ]
)

다음은 AWS SDK for Python (Boto3)을 사용하여 Amazon Rekognition 인적 검토 워크플로(흐름 정의)를 생성해 달라는 요청의 예입니다. Amazon Rekognition 흐름 정의를 생성하려면 먼저 'AWS/Rekognition/DetectModerationLabels/Image/V3'을 사용해야 합니다. Mechanical Turk 인력을 사용하는 경우에만 PublicWorkforceTaskPrice을 포함하세요.

sagemaker_client = boto3.client('sagemaker', aws_region)

response = sagemaker_client.create_flow_definition(
    FlowDefinitionName='ExampleFlowDefinition',
    HumanLoopRequestSource={
         'AwsManagedHumanLoopRequestSource': 'AWS/Rekognition/DetectModerationLabels/Image/V3'
    }, 
    HumanLoopActivationConfig={
        'HumanLoopActivationConditionsConfig': {
            'HumanLoopActivationConditions': '{...}'
        }
    },
    HumanLoopConfig={
        'WorkteamArn': 'arn:aws:sagemaker:aws_region:aws_account_number:workteam/private-crowd/workteam_name',
        'HumanTaskUiArn': 'arn:aws:sagemaker:aws_region:aws_account_number:human-task-ui/template_name',
        'TaskTitle': 'Example task title',
        'TaskDescription': 'Example task description.',
        'TaskCount': 123,
        'TaskAvailabilityLifetimeInSeconds': 123,
        'TaskTimeLimitInSeconds': 123,
        'TaskKeywords': [
            'Keyword1','Keyword2'
        ],
        'PublicWorkforceTaskPrice': {
            'AmountInUsd': {
                'Dollars': 123,
                'Cents': 123,
                'TenthFractionsOfACent': 123
            }
        }
    },
    OutputConfig={
        'S3OutputPath': 's3://bucket/path/',
        'KmsKeyId': '1234abcd-12ab-34cd-56ef-1234567890ab'
    },
    RoleArn='arn:aws:iam::aws_account_number:role/role_name',
    Tags=[
        {
            'Key': 'KeyName',
            'Value': 'ValueName'
        },
    ]
)

다음은 사용자 지정 통합을 위해 인적 검토 워크플로(흐름 정의)를 생성해 달라는 요청의 예입니다. 이러한 유형의 인적 검토 워크플로를 생성하려면 흐름 정의 요청에서 HumanLoopRequestSource을 생략하세요. Mechanical Turk 인력을 사용하는 경우에만 PublicWorkforceTaskPrice을 포함하면 됩니다.

sagemaker_client = boto3.client('sagemaker', aws_region)

response = sagemaker_client.create_flow_definition(
    FlowDefinitionName='ExampleFlowDefinition',
    HumanLoopActivationConfig={
        'HumanLoopActivationConditionsConfig': {
            'HumanLoopActivationConditions': '{...}'
        }
    },
    HumanLoopConfig={
        'WorkteamArn': 'arn:aws:sagemaker:aws_region:aws_account_number:workteam/private-crowd/workteam_name',
        'HumanTaskUiArn': 'arn:aws:sagemaker:aws_region:aws_acount_number:human-task-ui/template_name',
        'TaskTitle': 'Example task title',
        'TaskDescription': 'Example task description.',
        'TaskCount': 123,
        'TaskAvailabilityLifetimeInSeconds': 123,
        'TaskTimeLimitInSeconds': 123,
        'TaskKeywords': [
            'Keyword1','Keyword2'
        ],
        'PublicWorkforceTaskPrice': {
            'AmountInUsd': {
                'Dollars': 123,
                'Cents': 123,
                'TenthFractionsOfACent': 123
            }
        }
    },
    OutputConfig={
        'S3OutputPath': 's3://bucket/path/',
        'KmsKeyId': '1234abcd-12ab-34cd-56ef-1234567890ab'
    },
    RoleArn='arn:aws:iam::account_number:role/role_name',
    Tags=[
        {
            'Key': 'KeyName',
            'Value': 'ValueName'
        },
    ]
)