DescribeModelBiasJobDefinition
Returns a description of a model bias job definition.
Request Syntax
{
"JobDefinitionName": "string"
}Request Parameters
For information about the parameters that are common to all actions, see Common Parameters.
The request accepts the following data in JSON format.
- JobDefinitionName
-
The name of the model bias job definition. The name must be unique within an AWS Region in the AWS account.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9])*$Required: Yes
Response Syntax
{
"CreationTime": number,
"JobDefinitionArn": "string",
"JobDefinitionName": "string",
"JobResources": {
"ClusterConfig": {
"InstanceCount": number,
"InstanceType": "string",
"VolumeKmsKeyId": "string",
"VolumeSizeInGB": number
}
},
"ModelBiasAppSpecification": {
"ConfigUri": "string",
"Environment": {
"string" : "string"
},
"ImageUri": "string"
},
"ModelBiasBaselineConfig": {
"BaseliningJobName": "string",
"ConstraintsResource": {
"S3Uri": "string"
}
},
"ModelBiasJobInput": {
"BatchTransformInput": {
"DataCapturedDestinationS3Uri": "string",
"DatasetFormat": {
"Csv": {
"Header": boolean
},
"Json": {
"Line": boolean
},
"Parquet": {
}
},
"EndTimeOffset": "string",
"FeaturesAttribute": "string",
"InferenceAttribute": "string",
"LocalPath": "string",
"ProbabilityAttribute": "string",
"ProbabilityThresholdAttribute": number,
"S3DataDistributionType": "string",
"S3InputMode": "string",
"StartTimeOffset": "string"
},
"EndpointInput": {
"EndpointName": "string",
"EndTimeOffset": "string",
"FeaturesAttribute": "string",
"InferenceAttribute": "string",
"LocalPath": "string",
"ProbabilityAttribute": "string",
"ProbabilityThresholdAttribute": number,
"S3DataDistributionType": "string",
"S3InputMode": "string",
"StartTimeOffset": "string"
},
"GroundTruthS3Input": {
"S3Uri": "string"
}
},
"ModelBiasJobOutputConfig": {
"KmsKeyId": "string",
"MonitoringOutputs": [
{
"S3Output": {
"LocalPath": "string",
"S3UploadMode": "string",
"S3Uri": "string"
}
}
]
},
"NetworkConfig": {
"EnableInterContainerTrafficEncryption": boolean,
"EnableNetworkIsolation": boolean,
"VpcConfig": {
"SecurityGroupIds": [ "string" ],
"Subnets": [ "string" ]
}
},
"RoleArn": "string",
"StoppingCondition": {
"MaxRuntimeInSeconds": number
}
}Response Elements
If the action is successful, the service sends back an HTTP 200 response.
The following data is returned in JSON format by the service.
- CreationTime
-
The time at which the model bias job was created.
Type: Timestamp
- JobDefinitionArn
-
The Amazon Resource Name (ARN) of the model bias job.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
.* - JobDefinitionName
-
The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9])*$ - JobResources
-
Identifies the resources to deploy for a monitoring job.
Type: MonitoringResources object
- ModelBiasAppSpecification
-
Configures the model bias job to run a specified Docker container image.
Type: ModelBiasAppSpecification object
- ModelBiasBaselineConfig
-
The baseline configuration for a model bias job.
Type: ModelBiasBaselineConfig object
- ModelBiasJobInput
-
Inputs for the model bias job.
Type: ModelBiasJobInput object
- ModelBiasJobOutputConfig
-
The output configuration for monitoring jobs.
Type: MonitoringOutputConfig object
- NetworkConfig
-
Networking options for a model bias job.
Type: MonitoringNetworkConfig object
- RoleArn
-
The Amazon Resource Name (ARN) of the AWS Identity and Access Management (IAM) role that has read permission to the input data location and write permission to the output data location in Amazon S3.
Type: String
Length Constraints: Minimum length of 20. Maximum length of 2048.
Pattern:
^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$ - StoppingCondition
-
A time limit for how long the monitoring job is allowed to run before stopping.
Type: MonitoringStoppingCondition object
Errors
For information about the errors that are common to all actions, see Common Errors.
- ResourceNotFound
-
Resource being access is not found.
HTTP Status Code: 400
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
