| Column Name | Column Data Type |
|---|
flow_definition_name Required Input Column
The Amazon Resource Name (ARN) of the flow definition. | VARCHAR |
_aws_profile Input Column
The AWS profile defines the AWS identity used. It can be defined via credentials or by assuming a IAM role. | STRUCT(
"type" VARCHAR,
"name" VARCHAR,
"account_id" VARCHAR,
"via_profile_name" VARCHAR,
"assumed_role_arn" VARCHAR,
"organization" STRUCT(
"account_name" VARCHAR,
"id" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[],
"master_account" STRUCT(
"id" VARCHAR,
"email" VARCHAR
),
"parents" STRUCT(
"type" VARCHAR,
"id" VARCHAR,
"name" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[]
)[]
)
) |
Show child fields- _aws_profile.account_id
The AWS account id - _aws_profile.assumed_role_arn
The ARN of the assumed role - _aws_profile.name
The unique name of the profile. - _aws_profile.organization
Information about this profile's membership in the AWS organization. Show child fields- _aws_profile.organization.account_name
The name of account speciifed by the organization - _aws_profile.organization.id
The organization id - _aws_profile.organization.master_account
Show child fields- _aws_profile.organization.master_account.email
The organization master account email address - _aws_profile.organization.master_account.id
The organization master account id
- _aws_profile.organization.parents[]
Show child fields- _aws_profile.organization.parents[].id
The id of the parent - _aws_profile.organization.parents[].name
The name of the parent - _aws_profile.organization.parents[].tags[]
Show child fields- _aws_profile.organization.parents[].tags[].key
- _aws_profile.organization.parents[].tags[].value
- _aws_profile.organization.parents[].type
The type of parent can be an organization unit or a root
- _aws_profile.organization.tags[]
Show child fields- _aws_profile.organization.tags[].key
- _aws_profile.organization.tags[].value
- _aws_profile.type
The type of profile, either 'credentials' or 'assumed_role' - _aws_profile.via_profile_name
This IAM role for this profile is assumed by first utilizing another profile with this name to obtain credentials.
|
creation_time
The timestamp when the flow definition was created. | TIMESTAMP_S |
failure_reason
The reason your flow definition failed. | VARCHAR |
flow_definition_arn
The Amazon Resource Name (ARN) of the flow defintion. | VARCHAR |
flow_definition_status
The status of the flow definition. Valid values are listed below. | VARCHAR |
human_loop_activation_config
An object containing information about what triggers a human review workflow. | STRUCT(
"human_loop_activation_conditions_config" STRUCT(
"human_loop_activation_conditions" VARCHAR
)
) |
Show child fields- human_loop_activation_config.human_loop_activation_conditions_config
Container structure for defining under what conditions SageMaker creates a human loop. Show child fields- human_loop_activation_config.human_loop_activation_conditions_config.human_loop_activation_conditions
JSON expressing use-case specific conditions declaratively. If any condition is matched, atomic tasks are created against the configured work team. The set of conditions is different for Rekognition and Textract. For more information about how to structure the JSON, see JSON Schema for Human Loop Activation Conditions in Amazon Augmented AI in the Amazon SageMaker Developer Guide.
|
human_loop_config
An object containing information about who works on the task, the workforce task price, and other task details. | STRUCT(
"workteam_arn" VARCHAR,
"human_task_ui_arn" VARCHAR,
"task_title" VARCHAR,
"task_description" VARCHAR,
"task_count" BIGINT,
"task_availability_lifetime_in_seconds" BIGINT,
"task_time_limit_in_seconds" BIGINT,
"task_keywords" VARCHAR[],
"public_workforce_task_price" STRUCT(
"amount_in_usd" STRUCT(
"dollars" BIGINT,
"cents" BIGINT,
"tenth_fractions_of_a_cent" BIGINT
)
)
) |
Show child fields- human_loop_config.human_task_ui_arn
The Amazon Resource Name (ARN) of the human task user interface. You can use standard HTML and Crowd HTML Elements to create a custom worker task template. You use this template to create a human task UI. To learn how to create a custom HTML template, see Create Custom Worker Task Template. To learn how to create a human task UI, which is a worker task template that can be used in a flow definition, see Create and Delete a Worker Task Templates. - human_loop_config.public_workforce_task_price
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. Use one of the following prices for bounding box tasks. Prices are in US dollars and should be based on the complexity of the task; the longer it takes in your initial testing, the more you should offer. -
0.036 -
0.048 -
0.060 -
0.072 -
0.120 -
0.240 -
0.360 -
0.480 -
0.600 -
0.720 -
0.840 -
0.960 -
1.080 -
1.200 Use one of the following prices for image classification, text classification, and custom tasks. Prices are in US dollars. -
0.012 -
0.024 -
0.036 -
0.048 -
0.060 -
0.072 -
0.120 -
0.240 -
0.360 -
0.480 -
0.600 -
0.720 -
0.840 -
0.960 -
1.080 -
1.200 Use one of the following prices for semantic segmentation tasks. Prices are in US dollars. Use one of the following prices for Textract AnalyzeDocument Important Form Key Amazon Augmented AI review tasks. Prices are in US dollars. -
2.400 -
2.280 -
2.160 -
2.040 -
1.920 -
1.800 -
1.680 -
1.560 -
1.440 -
1.320 -
1.200 -
1.080 -
0.960 -
0.840 -
0.720 -
0.600 -
0.480 -
0.360 -
0.240 -
0.120 -
0.072 -
0.060 -
0.048 -
0.036 -
0.024 -
0.012 Use one of the following prices for Rekognition DetectModerationLabels Amazon Augmented AI review tasks. Prices are in US dollars. -
1.200 -
1.080 -
0.960 -
0.840 -
0.720 -
0.600 -
0.480 -
0.360 -
0.240 -
0.120 -
0.072 -
0.060 -
0.048 -
0.036 -
0.024 -
0.012 Use one of the following prices for Amazon Augmented AI custom human review tasks. Prices are in US dollars. -
1.200 -
1.080 -
0.960 -
0.840 -
0.720 -
0.600 -
0.480 -
0.360 -
0.240 -
0.120 -
0.072 -
0.060 -
0.048 -
0.036 -
0.024 -
0.012 Show child fields- human_loop_config.public_workforce_task_price.amount_in_usd
Defines the amount of money paid to an Amazon Mechanical Turk worker in United States dollars. Show child fields- human_loop_config.public_workforce_task_price.amount_in_usd.cents
The fractional portion, in cents, of the amount. - human_loop_config.public_workforce_task_price.amount_in_usd.dollars
The whole number of dollars in the amount. - human_loop_config.public_workforce_task_price.amount_in_usd.tenth_fractions_of_a_cent
Fractions of a cent, in tenths.
- human_loop_config.task_availability_lifetime_in_seconds
The length of time that a task remains available for review by human workers. - human_loop_config.task_count
The number of distinct workers who will perform the same task on each object. For example, if TaskCount is set to 3 for an image classification labeling job, three workers will classify each input image. Increasing TaskCount can improve label accuracy. - human_loop_config.task_description
A description for the human worker task. - human_loop_config.task_keywords[]
- human_loop_config.task_time_limit_in_seconds
The amount of time that a worker has to complete a task. The default value is 3,600 seconds (1 hour). - human_loop_config.task_title
A title for the human worker task. - human_loop_config.workteam_arn
Amazon Resource Name (ARN) of a team of workers. To learn more about the types of workforces and work teams you can create and use with Amazon A2I, see Create and Manage Workforces.
|
human_loop_request_source
Container for configuring the source of human task requests. Used to specify if Amazon Rekognition or Amazon Textract is used as an integration source. | STRUCT(
"aws_managed_human_loop_request_source" VARCHAR
) |
Show child fields- human_loop_request_source.aws_managed_human_loop_request_source
Specifies whether Amazon Rekognition or Amazon Textract are used as the integration source. The default field settings and JSON parsing rules are different based on the integration source. Valid values:
|
output_config
An object containing information about the output file. | STRUCT(
"s3_output_path" VARCHAR,
"kms_key_id" VARCHAR
) |
Show child fields- output_config.kms_key_id
The Amazon Key Management Service (KMS) key ID for server-side encryption. - output_config.s3_output_path
The Amazon S3 path where the object containing human output will be made available. To learn more about the format of Amazon A2I output data, see Amazon A2I Output Data.
|
role_arn
The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) execution role for the flow definition. | VARCHAR |