CfnModelQualityJobDefinition

class aws_cdk.aws_sagemaker.CfnModelQualityJobDefinition(scope, id, *, job_resources, model_quality_app_specification, model_quality_job_input, model_quality_job_output_config, role_arn, job_definition_name=None, model_quality_baseline_config=None, network_config=None, stopping_condition=None, tags=None)

Bases: aws_cdk.core.CfnResource

A CloudFormation AWS::SageMaker::ModelQualityJobDefinition.

CloudformationResource

AWS::SageMaker::ModelQualityJobDefinition

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html

Create a new AWS::SageMaker::ModelQualityJobDefinition.

Parameters

Methods

add_deletion_override(path)

Syntactic sugar for addOverride(path, undefined).

Parameters

path (str) – The path of the value to delete.

Return type

None

add_depends_on(target)

Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

This can be used for resources across stacks (or nested stack) boundaries and the dependency will automatically be transferred to the relevant scope.

Parameters

target (CfnResource) –

Return type

None

add_metadata(key, value)

Add a value to the CloudFormation Resource Metadata.

Parameters
  • key (str) –

  • value (Any) –

See

https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.

Return type

None

add_override(path, value)

Adds an override to the synthesized CloudFormation resource.

To add a property override, either use addPropertyOverride or prefix path with “Properties.” (i.e. Properties.TopicName).

If the override is nested, separate each nested level using a dot (.) in the path parameter. If there is an array as part of the nesting, specify the index in the path.

To include a literal . in the property name, prefix with a \. In most programming languages you will need to write this as "\\." because the \ itself will need to be escaped.

For example:

# Example automatically generated. See https://github.com/aws/jsii/issues/826
cfn_resource.add_override("Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes", ["myattribute"])
cfn_resource.add_override("Properties.GlobalSecondaryIndexes.1.ProjectionType", "INCLUDE")

would add the overrides Example:

"Properties": {
   "GlobalSecondaryIndexes": [
     {
       "Projection": {
         "NonKeyAttributes": [ "myattribute" ]
         ...
       }
       ...
     },
     {
       "ProjectionType": "INCLUDE"
       ...
     },
   ]
   ...
}
Parameters
  • path (str) –

    • The path of the property, you can use dot notation to override values in complex types. Any intermdediate keys will be created as needed.

  • value (Any) –

    • The value. Could be primitive or complex.

Return type

None

add_property_deletion_override(property_path)

Adds an override that deletes the value of a property from the resource definition.

Parameters

property_path (str) – The path to the property.

Return type

None

add_property_override(property_path, value)

Adds an override to a resource property.

Syntactic sugar for addOverride("Properties.<...>", value).

Parameters
  • property_path (str) – The path of the property.

  • value (Any) – The value.

Return type

None

apply_removal_policy(policy=None, *, apply_to_update_replace_policy=None, default=None)

Sets the deletion policy of the resource based on the removal policy specified.

Parameters
  • policy (Optional[RemovalPolicy]) –

  • apply_to_update_replace_policy (Optional[bool]) – Apply the same deletion policy to the resource’s “UpdateReplacePolicy”. Default: true

  • default (Optional[RemovalPolicy]) – The default policy to apply in case the removal policy is not defined. Default: - Default value is resource specific. To determine the default value for a resoure, please consult that specific resource’s documentation.

Return type

None

get_att(attribute_name)

Returns a token for an runtime attribute of this resource.

Ideally, use generated attribute accessors (e.g. resource.arn), but this can be used for future compatibility in case there is no generated attribute.

Parameters

attribute_name (str) – The name of the attribute.

Return type

Reference

get_metadata(key)

Retrieve a value value from the CloudFormation Resource Metadata.

Parameters

key (str) –

See

https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.

Return type

Any

inspect(inspector)

Examines the CloudFormation resource and discloses attributes.

Parameters

inspector (TreeInspector) –

  • tree inspector to collect and process attributes.

Return type

None

override_logical_id(new_logical_id)

Overrides the auto-generated logical ID with a specific ID.

Parameters

new_logical_id (str) – The new logical ID to use for this stack element.

Return type

None

to_string()

Returns a string representation of this construct.

Return type

str

Returns

a string representation of this resource

Attributes

CFN_RESOURCE_TYPE_NAME = 'AWS::SageMaker::ModelQualityJobDefinition'
attr_creation_time

CreationTime

Type

cloudformationAttribute

Return type

str

attr_job_definition_arn

JobDefinitionArn

Type

cloudformationAttribute

Return type

str

cfn_options

Options for this resource, such as condition, update policy etc.

Return type

ICfnResourceOptions

cfn_resource_type

AWS resource type.

Return type

str

creation_stack

return:

the stack trace of the point where this Resource was created from, sourced from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most node +internal+ entries filtered.

Return type

List[str]

job_definition_name

AWS::SageMaker::ModelQualityJobDefinition.JobDefinitionName.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobdefinitionname

Return type

Optional[str]

job_resources

AWS::SageMaker::ModelQualityJobDefinition.JobResources.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources

Return type

Union[IResolvable, MonitoringResourcesProperty]

logical_id

The logical ID for this CloudFormation stack element.

The logical ID of the element is calculated from the path of the resource node in the construct tree.

To override this value, use overrideLogicalId(newLogicalId).

Return type

str

Returns

the logical ID as a stringified token. This value will only get resolved during synthesis.

model_quality_app_specification

AWS::SageMaker::ModelQualityJobDefinition.ModelQualityAppSpecification.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification

Return type

Union[IResolvable, ModelQualityAppSpecificationProperty]

model_quality_baseline_config

AWS::SageMaker::ModelQualityJobDefinition.ModelQualityBaselineConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig

Return type

Union[IResolvable, ModelQualityBaselineConfigProperty, None]

model_quality_job_input

AWS::SageMaker::ModelQualityJobDefinition.ModelQualityJobInput.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput

Return type

Union[IResolvable, ModelQualityJobInputProperty]

model_quality_job_output_config

AWS::SageMaker::ModelQualityJobDefinition.ModelQualityJobOutputConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig

Return type

Union[IResolvable, MonitoringOutputConfigProperty]

network_config

AWS::SageMaker::ModelQualityJobDefinition.NetworkConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig

Return type

Union[IResolvable, NetworkConfigProperty, None]

node

The construct tree node associated with this construct.

Return type

ConstructNode

ref

Return a string that will be resolved to a CloudFormation { Ref } for this element.

If, by any chance, the intrinsic reference of a resource is not a string, you could coerce it to an IResolvable through Lazy.any({ produce: resource.ref }).

Return type

str

role_arn

AWS::SageMaker::ModelQualityJobDefinition.RoleArn.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn

Return type

str

stack

The stack in which this element is defined.

CfnElements must be defined within a stack scope (directly or indirectly).

Return type

Stack

stopping_condition

AWS::SageMaker::ModelQualityJobDefinition.StoppingCondition.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition

Return type

Union[IResolvable, StoppingConditionProperty, None]

tags

AWS::SageMaker::ModelQualityJobDefinition.Tags.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-tags

Return type

TagManager

Static Methods

classmethod is_cfn_element(x)

Returns true if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of instanceof to allow stack elements from different versions of this library to be included in the same stack.

Parameters

x (Any) –

Return type

bool

Returns

The construct as a stack element or undefined if it is not a stack element.

classmethod is_cfn_resource(construct)

Check whether the given construct is a CfnResource.

Parameters

construct (IConstruct) –

Return type

bool

classmethod is_construct(x)

Return whether the given object is a Construct.

Parameters

x (Any) –

Return type

bool

ClusterConfigProperty

class CfnModelQualityJobDefinition.ClusterConfigProperty(*, instance_count, instance_type, volume_size_in_gb, volume_kms_key_id=None)

Bases: object

Parameters
  • instance_count (Union[int, float]) – CfnModelQualityJobDefinition.ClusterConfigProperty.InstanceCount.

  • instance_type (str) – CfnModelQualityJobDefinition.ClusterConfigProperty.InstanceType.

  • volume_size_in_gb (Union[int, float]) – CfnModelQualityJobDefinition.ClusterConfigProperty.VolumeSizeInGB.

  • volume_kms_key_id (Optional[str]) – CfnModelQualityJobDefinition.ClusterConfigProperty.VolumeKmsKeyId.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html

Attributes

instance_count

CfnModelQualityJobDefinition.ClusterConfigProperty.InstanceCount.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancecount

Return type

Union[int, float]

instance_type

CfnModelQualityJobDefinition.ClusterConfigProperty.InstanceType.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancetype

Return type

str

volume_kms_key_id

CfnModelQualityJobDefinition.ClusterConfigProperty.VolumeKmsKeyId.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumekmskeyid

Return type

Optional[str]

volume_size_in_gb

CfnModelQualityJobDefinition.ClusterConfigProperty.VolumeSizeInGB.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumesizeingb

Return type

Union[int, float]

ConstraintsResourceProperty

class CfnModelQualityJobDefinition.ConstraintsResourceProperty(*, s3_uri=None)

Bases: object

Parameters

s3_uri (Optional[str]) – CfnModelQualityJobDefinition.ConstraintsResourceProperty.S3Uri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html

Attributes

s3_uri

CfnModelQualityJobDefinition.ConstraintsResourceProperty.S3Uri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html#cfn-sagemaker-modelqualityjobdefinition-constraintsresource-s3uri

Return type

Optional[str]

EndpointInputProperty

class CfnModelQualityJobDefinition.EndpointInputProperty(*, endpoint_name, local_path, end_time_offset=None, inference_attribute=None, probability_attribute=None, probability_threshold_attribute=None, s3_data_distribution_type=None, s3_input_mode=None, start_time_offset=None)

Bases: object

Parameters
  • endpoint_name (str) – CfnModelQualityJobDefinition.EndpointInputProperty.EndpointName.

  • local_path (str) – CfnModelQualityJobDefinition.EndpointInputProperty.LocalPath.

  • end_time_offset (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.EndTimeOffset.

  • inference_attribute (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.InferenceAttribute.

  • probability_attribute (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.ProbabilityAttribute.

  • probability_threshold_attribute (Union[int, float, None]) – CfnModelQualityJobDefinition.EndpointInputProperty.ProbabilityThresholdAttribute.

  • s3_data_distribution_type (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.S3DataDistributionType.

  • s3_input_mode (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.S3InputMode.

  • start_time_offset (Optional[str]) – CfnModelQualityJobDefinition.EndpointInputProperty.StartTimeOffset.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html

Attributes

end_time_offset

CfnModelQualityJobDefinition.EndpointInputProperty.EndTimeOffset.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endtimeoffset

Return type

Optional[str]

endpoint_name

CfnModelQualityJobDefinition.EndpointInputProperty.EndpointName.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname

Return type

str

inference_attribute

CfnModelQualityJobDefinition.EndpointInputProperty.InferenceAttribute.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-inferenceattribute

Return type

Optional[str]

local_path

CfnModelQualityJobDefinition.EndpointInputProperty.LocalPath.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-localpath

Return type

str

probability_attribute

CfnModelQualityJobDefinition.EndpointInputProperty.ProbabilityAttribute.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilityattribute

Return type

Optional[str]

probability_threshold_attribute

CfnModelQualityJobDefinition.EndpointInputProperty.ProbabilityThresholdAttribute.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilitythresholdattribute

Return type

Union[int, float, None]

s3_data_distribution_type

CfnModelQualityJobDefinition.EndpointInputProperty.S3DataDistributionType.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3datadistributiontype

Return type

Optional[str]

s3_input_mode

CfnModelQualityJobDefinition.EndpointInputProperty.S3InputMode.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3inputmode

Return type

Optional[str]

start_time_offset

CfnModelQualityJobDefinition.EndpointInputProperty.StartTimeOffset.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-starttimeoffset

Return type

Optional[str]

EnvironmentProperty

class CfnModelQualityJobDefinition.EnvironmentProperty

Bases: object

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-environment.html

ModelQualityAppSpecificationProperty

class CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty(*, image_uri, problem_type, container_arguments=None, container_entrypoint=None, environment=None, post_analytics_processor_source_uri=None, record_preprocessor_source_uri=None)

Bases: object

Parameters
  • image_uri (str) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ImageUri.

  • problem_type (str) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ProblemType.

  • container_arguments (Optional[Sequence[str]]) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ContainerArguments.

  • container_entrypoint (Optional[Sequence[str]]) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ContainerEntrypoint.

  • environment (Union[IResolvable, EnvironmentProperty, None]) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Environment.

  • post_analytics_processor_source_uri (Optional[str]) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.PostAnalyticsProcessorSourceUri.

  • record_preprocessor_source_uri (Optional[str]) – CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.RecordPreprocessorSourceUri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html

Attributes

container_arguments

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ContainerArguments.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerarguments

Return type

Optional[List[str]]

container_entrypoint

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ContainerEntrypoint.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerentrypoint

Return type

Optional[List[str]]

environment

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.Environment.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-environment

Return type

Union[IResolvable, EnvironmentProperty, None]

image_uri

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ImageUri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-imageuri

Return type

str

post_analytics_processor_source_uri

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.PostAnalyticsProcessorSourceUri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-postanalyticsprocessorsourceuri

Return type

Optional[str]

problem_type

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.ProblemType.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-problemtype

Return type

str

record_preprocessor_source_uri

CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty.RecordPreprocessorSourceUri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-recordpreprocessorsourceuri

Return type

Optional[str]

ModelQualityBaselineConfigProperty

class CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty(*, baselining_job_name=None, constraints_resource=None)

Bases: object

Parameters
  • baselining_job_name (Optional[str]) – CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty.BaseliningJobName.

  • constraints_resource (Union[IResolvable, ConstraintsResourceProperty, None]) – CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty.ConstraintsResource.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html

Attributes

baselining_job_name

CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty.BaseliningJobName.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-baseliningjobname

Return type

Optional[str]

constraints_resource

CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty.ConstraintsResource.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-constraintsresource

Return type

Union[IResolvable, ConstraintsResourceProperty, None]

ModelQualityJobInputProperty

class CfnModelQualityJobDefinition.ModelQualityJobInputProperty(*, endpoint_input, ground_truth_s3_input)

Bases: object

Parameters
Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html

Attributes

endpoint_input

CfnModelQualityJobDefinition.ModelQualityJobInputProperty.EndpointInput.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-endpointinput

Return type

Union[IResolvable, EndpointInputProperty]

ground_truth_s3_input

CfnModelQualityJobDefinition.ModelQualityJobInputProperty.GroundTruthS3Input.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-groundtruths3input

Return type

Union[IResolvable, MonitoringGroundTruthS3InputProperty]

MonitoringGroundTruthS3InputProperty

class CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty(*, s3_uri)

Bases: object

Parameters

s3_uri (str) – CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty.S3Uri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html

Attributes

s3_uri

CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty.S3Uri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input-s3uri

Return type

str

MonitoringOutputConfigProperty

class CfnModelQualityJobDefinition.MonitoringOutputConfigProperty(*, monitoring_outputs, kms_key_id=None)

Bases: object

Parameters
  • monitoring_outputs (Union[IResolvable, Sequence[Union[IResolvable, MonitoringOutputProperty]]]) – CfnModelQualityJobDefinition.MonitoringOutputConfigProperty.MonitoringOutputs.

  • kms_key_id (Optional[str]) – CfnModelQualityJobDefinition.MonitoringOutputConfigProperty.KmsKeyId.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html

Attributes

kms_key_id

CfnModelQualityJobDefinition.MonitoringOutputConfigProperty.KmsKeyId.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-kmskeyid

Return type

Optional[str]

monitoring_outputs

CfnModelQualityJobDefinition.MonitoringOutputConfigProperty.MonitoringOutputs.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-monitoringoutputs

Return type

Union[IResolvable, List[Union[IResolvable, MonitoringOutputProperty]]]

MonitoringOutputProperty

class CfnModelQualityJobDefinition.MonitoringOutputProperty(*, s3_output)

Bases: object

Parameters

s3_output (Union[IResolvable, S3OutputProperty]) – CfnModelQualityJobDefinition.MonitoringOutputProperty.S3Output.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html

Attributes

s3_output

CfnModelQualityJobDefinition.MonitoringOutputProperty.S3Output.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutput-s3output

Return type

Union[IResolvable, S3OutputProperty]

MonitoringResourcesProperty

class CfnModelQualityJobDefinition.MonitoringResourcesProperty(*, cluster_config)

Bases: object

Parameters

cluster_config (Union[IResolvable, ClusterConfigProperty]) – CfnModelQualityJobDefinition.MonitoringResourcesProperty.ClusterConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html

Attributes

cluster_config

CfnModelQualityJobDefinition.MonitoringResourcesProperty.ClusterConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html#cfn-sagemaker-modelqualityjobdefinition-monitoringresources-clusterconfig

Return type

Union[IResolvable, ClusterConfigProperty]

NetworkConfigProperty

class CfnModelQualityJobDefinition.NetworkConfigProperty(*, enable_inter_container_traffic_encryption=None, enable_network_isolation=None, vpc_config=None)

Bases: object

Parameters
  • enable_inter_container_traffic_encryption (Union[bool, IResolvable, None]) – CfnModelQualityJobDefinition.NetworkConfigProperty.EnableInterContainerTrafficEncryption.

  • enable_network_isolation (Union[bool, IResolvable, None]) – CfnModelQualityJobDefinition.NetworkConfigProperty.EnableNetworkIsolation.

  • vpc_config (Union[IResolvable, VpcConfigProperty, None]) – CfnModelQualityJobDefinition.NetworkConfigProperty.VpcConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html

Attributes

enable_inter_container_traffic_encryption

CfnModelQualityJobDefinition.NetworkConfigProperty.EnableInterContainerTrafficEncryption.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enableintercontainertrafficencryption

Return type

Union[bool, IResolvable, None]

enable_network_isolation

CfnModelQualityJobDefinition.NetworkConfigProperty.EnableNetworkIsolation.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enablenetworkisolation

Return type

Union[bool, IResolvable, None]

vpc_config

CfnModelQualityJobDefinition.NetworkConfigProperty.VpcConfig.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-vpcconfig

Return type

Union[IResolvable, VpcConfigProperty, None]

S3OutputProperty

class CfnModelQualityJobDefinition.S3OutputProperty(*, local_path, s3_uri, s3_upload_mode=None)

Bases: object

Parameters
  • local_path (str) – CfnModelQualityJobDefinition.S3OutputProperty.LocalPath.

  • s3_uri (str) – CfnModelQualityJobDefinition.S3OutputProperty.S3Uri.

  • s3_upload_mode (Optional[str]) – CfnModelQualityJobDefinition.S3OutputProperty.S3UploadMode.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html

Attributes

local_path

CfnModelQualityJobDefinition.S3OutputProperty.LocalPath.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-localpath

Return type

str

s3_upload_mode

CfnModelQualityJobDefinition.S3OutputProperty.S3UploadMode.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uploadmode

Return type

Optional[str]

s3_uri

CfnModelQualityJobDefinition.S3OutputProperty.S3Uri.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uri

Return type

str

StoppingConditionProperty

class CfnModelQualityJobDefinition.StoppingConditionProperty(*, max_runtime_in_seconds)

Bases: object

Parameters

max_runtime_in_seconds (Union[int, float]) – CfnModelQualityJobDefinition.StoppingConditionProperty.MaxRuntimeInSeconds.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html

Attributes

max_runtime_in_seconds

CfnModelQualityJobDefinition.StoppingConditionProperty.MaxRuntimeInSeconds.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition-maxruntimeinseconds

Return type

Union[int, float]

VpcConfigProperty

class CfnModelQualityJobDefinition.VpcConfigProperty(*, security_group_ids, subnets)

Bases: object

Parameters
  • security_group_ids (Sequence[str]) – CfnModelQualityJobDefinition.VpcConfigProperty.SecurityGroupIds.

  • subnets (Sequence[str]) – CfnModelQualityJobDefinition.VpcConfigProperty.Subnets.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html

Attributes

security_group_ids

CfnModelQualityJobDefinition.VpcConfigProperty.SecurityGroupIds.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-securitygroupids

Return type

List[str]

subnets

CfnModelQualityJobDefinition.VpcConfigProperty.Subnets.

Link

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-subnets

Return type

List[str]