CfnMonitoringSchedule

class aws_cdk.aws_sagemaker.CfnMonitoringSchedule(scope, id, *, monitoring_schedule_config, monitoring_schedule_name, creation_time=None, endpoint_name=None, failure_reason=None, last_modified_time=None, last_monitoring_execution_summary=None, monitoring_schedule_arn=None, monitoring_schedule_status=None, tags=None)

Bases: aws_cdk.core.CfnResource

A CloudFormation AWS::SageMaker::MonitoringSchedule.

See

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

CloudformationResource

AWS::SageMaker::MonitoringSchedule

Create a new AWS::SageMaker::MonitoringSchedule.

Parameters
  • scope (Construct) –

    • scope in which this resource is defined.

  • id (str) –

    • scoped id of the resource.

  • monitoring_schedule_config (Union[IResolvable, MonitoringScheduleConfigProperty]) – AWS::SageMaker::MonitoringSchedule.MonitoringScheduleConfig.

  • monitoring_schedule_name (str) – AWS::SageMaker::MonitoringSchedule.MonitoringScheduleName.

  • creation_time (Optional[str]) – AWS::SageMaker::MonitoringSchedule.CreationTime.

  • endpoint_name (Optional[str]) – AWS::SageMaker::MonitoringSchedule.EndpointName.

  • failure_reason (Optional[str]) – AWS::SageMaker::MonitoringSchedule.FailureReason.

  • last_modified_time (Optional[str]) – AWS::SageMaker::MonitoringSchedule.LastModifiedTime.

  • last_monitoring_execution_summary (Union[IResolvable, MonitoringExecutionSummaryProperty, None]) – AWS::SageMaker::MonitoringSchedule.LastMonitoringExecutionSummary.

  • monitoring_schedule_arn (Optional[str]) – AWS::SageMaker::MonitoringSchedule.MonitoringScheduleArn.

  • monitoring_schedule_status (Optional[str]) – AWS::SageMaker::MonitoringSchedule.MonitoringScheduleStatus.

  • tags (Optional[List[CfnTag]]) – AWS::SageMaker::MonitoringSchedule.Tags.

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 without compilation. See https://github.com/aws/jsii/issues/826
add_override("Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes", ["myattribute"])
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)

(experimental) Examines the CloudFormation resource and discloses attributes.

Parameters

inspector (TreeInspector) –

  • tree inspector to collect and process attributes.

Stability

experimental

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::MonitoringSchedule'
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]

creation_time

AWS::SageMaker::MonitoringSchedule.CreationTime.

See

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

Return type

Optional[str]

endpoint_name

AWS::SageMaker::MonitoringSchedule.EndpointName.

See

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

Return type

Optional[str]

failure_reason

AWS::SageMaker::MonitoringSchedule.FailureReason.

See

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

Return type

Optional[str]

last_modified_time

AWS::SageMaker::MonitoringSchedule.LastModifiedTime.

See

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

Return type

Optional[str]

last_monitoring_execution_summary

AWS::SageMaker::MonitoringSchedule.LastMonitoringExecutionSummary.

See

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

Return type

Union[IResolvable, MonitoringExecutionSummaryProperty, None]

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.

monitoring_schedule_arn

AWS::SageMaker::MonitoringSchedule.MonitoringScheduleArn.

See

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

Return type

Optional[str]

monitoring_schedule_config

AWS::SageMaker::MonitoringSchedule.MonitoringScheduleConfig.

See

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

Return type

Union[IResolvable, MonitoringScheduleConfigProperty]

monitoring_schedule_name

AWS::SageMaker::MonitoringSchedule.MonitoringScheduleName.

See

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

Return type

str

monitoring_schedule_status

AWS::SageMaker::MonitoringSchedule.MonitoringScheduleStatus.

See

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

Return type

Optional[str]

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

stack

The stack in which this element is defined.

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

Return type

Stack

tags

AWS::SageMaker::MonitoringSchedule.Tags.

See

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

BaselineConfigProperty

class CfnMonitoringSchedule.BaselineConfigProperty(*, constraints_resource=None, statistics_resource=None)

Bases: object

Parameters
See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html

Attributes

constraints_resource

CfnMonitoringSchedule.BaselineConfigProperty.ConstraintsResource.

See

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

Return type

Union[IResolvable, ConstraintsResourceProperty, None]

statistics_resource

CfnMonitoringSchedule.BaselineConfigProperty.StatisticsResource.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-statisticsresource

Return type

Union[IResolvable, StatisticsResourceProperty, None]

ClusterConfigProperty

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

Bases: object

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

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

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

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

See

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

Attributes

instance_count

CfnMonitoringSchedule.ClusterConfigProperty.InstanceCount.

See

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

Return type

Union[int, float]

instance_type

CfnMonitoringSchedule.ClusterConfigProperty.InstanceType.

See

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

Return type

str

volume_kms_key_id

CfnMonitoringSchedule.ClusterConfigProperty.VolumeKmsKeyId.

See

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

Return type

Optional[str]

volume_size_in_gb

CfnMonitoringSchedule.ClusterConfigProperty.VolumeSizeInGB.

See

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

Return type

Union[int, float]

ConstraintsResourceProperty

class CfnMonitoringSchedule.ConstraintsResourceProperty(*, s3_uri=None)

Bases: object

Parameters

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

See

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

Attributes

s3_uri

CfnMonitoringSchedule.ConstraintsResourceProperty.S3Uri.

See

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

Return type

Optional[str]

EndpointInputProperty

class CfnMonitoringSchedule.EndpointInputProperty(*, endpoint_name, local_path, s3_data_distribution_type=None, s3_input_mode=None)

Bases: object

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

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

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

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

See

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

Attributes

endpoint_name

CfnMonitoringSchedule.EndpointInputProperty.EndpointName.

See

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

Return type

str

local_path

CfnMonitoringSchedule.EndpointInputProperty.LocalPath.

See

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

Return type

str

s3_data_distribution_type

CfnMonitoringSchedule.EndpointInputProperty.S3DataDistributionType.

See

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

Return type

Optional[str]

s3_input_mode

CfnMonitoringSchedule.EndpointInputProperty.S3InputMode.

See

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

Return type

Optional[str]

EnvironmentProperty

class CfnMonitoringSchedule.EnvironmentProperty

Bases: object

See

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

MonitoringAppSpecificationProperty

class CfnMonitoringSchedule.MonitoringAppSpecificationProperty(*, image_uri, container_arguments=None, container_entrypoint=None, post_analytics_processor_source_uri=None, record_preprocessor_source_uri=None)

Bases: object

Parameters
  • image_uri (str) – CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ImageUri.

  • container_arguments (Optional[List[str]]) – CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ContainerArguments.

  • container_entrypoint (Optional[List[str]]) – CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ContainerEntrypoint.

  • post_analytics_processor_source_uri (Optional[str]) – CfnMonitoringSchedule.MonitoringAppSpecificationProperty.PostAnalyticsProcessorSourceUri.

  • record_preprocessor_source_uri (Optional[str]) – CfnMonitoringSchedule.MonitoringAppSpecificationProperty.RecordPreprocessorSourceUri.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html

Attributes

container_arguments

CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ContainerArguments.

See

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

Return type

Optional[List[str]]

container_entrypoint

CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ContainerEntrypoint.

See

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

Return type

Optional[List[str]]

image_uri

CfnMonitoringSchedule.MonitoringAppSpecificationProperty.ImageUri.

See

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

Return type

str

post_analytics_processor_source_uri

CfnMonitoringSchedule.MonitoringAppSpecificationProperty.PostAnalyticsProcessorSourceUri.

See

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

Return type

Optional[str]

record_preprocessor_source_uri

CfnMonitoringSchedule.MonitoringAppSpecificationProperty.RecordPreprocessorSourceUri.

See

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

Return type

Optional[str]

MonitoringExecutionSummaryProperty

class CfnMonitoringSchedule.MonitoringExecutionSummaryProperty(*, creation_time, last_modified_time, monitoring_execution_status, monitoring_schedule_name, scheduled_time, endpoint_name=None, failure_reason=None, processing_job_arn=None)

Bases: object

Parameters
  • creation_time (str) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.CreationTime.

  • last_modified_time (str) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.LastModifiedTime.

  • monitoring_execution_status (str) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.MonitoringExecutionStatus.

  • monitoring_schedule_name (str) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.MonitoringScheduleName.

  • scheduled_time (str) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.ScheduledTime.

  • endpoint_name (Optional[str]) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.EndpointName.

  • failure_reason (Optional[str]) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.FailureReason.

  • processing_job_arn (Optional[str]) – CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.ProcessingJobArn.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html

Attributes

creation_time

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.CreationTime.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-creationtime

Return type

str

endpoint_name

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.EndpointName.

See

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

Return type

Optional[str]

failure_reason

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.FailureReason.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-failurereason

Return type

Optional[str]

last_modified_time

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.LastModifiedTime.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-lastmodifiedtime

Return type

str

monitoring_execution_status

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.MonitoringExecutionStatus.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringexecutionstatus

Return type

str

monitoring_schedule_name

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.MonitoringScheduleName.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringschedulename

Return type

str

processing_job_arn

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.ProcessingJobArn.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-processingjobarn

Return type

Optional[str]

scheduled_time

CfnMonitoringSchedule.MonitoringExecutionSummaryProperty.ScheduledTime.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-scheduledtime

Return type

str

MonitoringInputProperty

class CfnMonitoringSchedule.MonitoringInputProperty(*, endpoint_input)

Bases: object

Parameters

endpoint_input (Union[IResolvable, EndpointInputProperty]) – CfnMonitoringSchedule.MonitoringInputProperty.EndpointInput.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html

Attributes

endpoint_input

CfnMonitoringSchedule.MonitoringInputProperty.EndpointInput.

See

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

Return type

Union[IResolvable, EndpointInputProperty]

MonitoringInputsProperty

class CfnMonitoringSchedule.MonitoringInputsProperty(*, monitoring_inputs=None)

Bases: object

Parameters

monitoring_inputs (Union[IResolvable, List[Union[IResolvable, MonitoringInputProperty]], None]) – CfnMonitoringSchedule.MonitoringInputsProperty.MonitoringInputs.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinputs.html

Attributes

monitoring_inputs

CfnMonitoringSchedule.MonitoringInputsProperty.MonitoringInputs.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinputs.html#cfn-sagemaker-monitoringschedule-monitoringinputs-monitoringinputs

Return type

Union[IResolvable, List[Union[IResolvable, MonitoringInputProperty]], None]

MonitoringJobDefinitionProperty

class CfnMonitoringSchedule.MonitoringJobDefinitionProperty(*, monitoring_app_specification, monitoring_inputs, monitoring_output_config, monitoring_resources, role_arn, baseline_config=None, environment=None, network_config=None, stopping_condition=None)

Bases: object

Parameters
See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html

Attributes

baseline_config

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.BaselineConfig.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-baselineconfig

Return type

Union[IResolvable, BaselineConfigProperty, None]

environment

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Environment.

See

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

Return type

Union[IResolvable, EnvironmentProperty, None]

monitoring_app_specification

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.MonitoringAppSpecification.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringappspecification

Return type

Union[IResolvable, MonitoringAppSpecificationProperty]

monitoring_inputs

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.MonitoringInputs.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringinputs

Return type

Union[IResolvable, MonitoringInputsProperty]

monitoring_output_config

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.MonitoringOutputConfig.

See

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

Return type

Union[IResolvable, MonitoringOutputConfigProperty]

monitoring_resources

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.MonitoringResources.

See

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

Return type

Union[IResolvable, MonitoringResourcesProperty]

network_config

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.NetworkConfig.

See

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

Return type

Union[IResolvable, NetworkConfigProperty, None]

role_arn

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.RoleArn.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-rolearn

Return type

str

stopping_condition

CfnMonitoringSchedule.MonitoringJobDefinitionProperty.StoppingCondition.

See

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

Return type

Union[IResolvable, StoppingConditionProperty, None]

MonitoringOutputConfigProperty

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

Bases: object

Parameters
  • monitoring_outputs (Union[IResolvable, List[Union[IResolvable, MonitoringOutputProperty]]]) – CfnMonitoringSchedule.MonitoringOutputConfigProperty.MonitoringOutputs.

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

See

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

Attributes

kms_key_id

CfnMonitoringSchedule.MonitoringOutputConfigProperty.KmsKeyId.

See

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

Return type

Optional[str]

monitoring_outputs

CfnMonitoringSchedule.MonitoringOutputConfigProperty.MonitoringOutputs.

See

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

Return type

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

MonitoringOutputProperty

class CfnMonitoringSchedule.MonitoringOutputProperty(*, s3_output)

Bases: object

Parameters

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

See

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

Attributes

s3_output

CfnMonitoringSchedule.MonitoringOutputProperty.S3Output.

See

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

Return type

Union[IResolvable, S3OutputProperty]

MonitoringResourcesProperty

class CfnMonitoringSchedule.MonitoringResourcesProperty(*, cluster_config)

Bases: object

Parameters

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

See

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

Attributes

cluster_config

CfnMonitoringSchedule.MonitoringResourcesProperty.ClusterConfig.

See

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

Return type

Union[IResolvable, ClusterConfigProperty]

MonitoringScheduleConfigProperty

class CfnMonitoringSchedule.MonitoringScheduleConfigProperty(*, monitoring_job_definition, schedule_config=None)

Bases: object

Parameters
See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html

Attributes

monitoring_job_definition

CfnMonitoringSchedule.MonitoringScheduleConfigProperty.MonitoringJobDefinition.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringjobdefinition

Return type

Union[IResolvable, MonitoringJobDefinitionProperty]

schedule_config

CfnMonitoringSchedule.MonitoringScheduleConfigProperty.ScheduleConfig.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-scheduleconfig

Return type

Union[IResolvable, ScheduleConfigProperty, None]

NetworkConfigProperty

class CfnMonitoringSchedule.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]) – CfnMonitoringSchedule.NetworkConfigProperty.EnableInterContainerTrafficEncryption.

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

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

See

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

Attributes

enable_inter_container_traffic_encryption

CfnMonitoringSchedule.NetworkConfigProperty.EnableInterContainerTrafficEncryption.

See

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

Return type

Union[bool, IResolvable, None]

enable_network_isolation

CfnMonitoringSchedule.NetworkConfigProperty.EnableNetworkIsolation.

See

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

Return type

Union[bool, IResolvable, None]

vpc_config

CfnMonitoringSchedule.NetworkConfigProperty.VpcConfig.

See

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

Return type

Union[IResolvable, VpcConfigProperty, None]

S3OutputProperty

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

Bases: object

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

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

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

See

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

Attributes

local_path

CfnMonitoringSchedule.S3OutputProperty.LocalPath.

See

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

Return type

str

s3_upload_mode

CfnMonitoringSchedule.S3OutputProperty.S3UploadMode.

See

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

Return type

Optional[str]

s3_uri

CfnMonitoringSchedule.S3OutputProperty.S3Uri.

See

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

Return type

str

ScheduleConfigProperty

class CfnMonitoringSchedule.ScheduleConfigProperty(*, schedule_expression)

Bases: object

Parameters

schedule_expression (str) – CfnMonitoringSchedule.ScheduleConfigProperty.ScheduleExpression.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html

Attributes

schedule_expression

CfnMonitoringSchedule.ScheduleConfigProperty.ScheduleExpression.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-scheduleexpression

Return type

str

StatisticsResourceProperty

class CfnMonitoringSchedule.StatisticsResourceProperty(*, s3_uri=None)

Bases: object

Parameters

s3_uri (Optional[str]) – CfnMonitoringSchedule.StatisticsResourceProperty.S3Uri.

See

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-statisticsresource.html

Attributes

s3_uri

CfnMonitoringSchedule.StatisticsResourceProperty.S3Uri.

See

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

Return type

Optional[str]

StoppingConditionProperty

class CfnMonitoringSchedule.StoppingConditionProperty(*, max_runtime_in_seconds)

Bases: object

Parameters

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

See

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

Attributes

max_runtime_in_seconds

CfnMonitoringSchedule.StoppingConditionProperty.MaxRuntimeInSeconds.

See

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

Return type

Union[int, float]

VpcConfigProperty

class CfnMonitoringSchedule.VpcConfigProperty(*, security_group_ids, subnets)

Bases: object

Parameters
  • security_group_ids (List[str]) – CfnMonitoringSchedule.VpcConfigProperty.SecurityGroupIds.

  • subnets (List[str]) – CfnMonitoringSchedule.VpcConfigProperty.Subnets.

See

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

Attributes

security_group_ids

CfnMonitoringSchedule.VpcConfigProperty.SecurityGroupIds.

See

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

Return type

List[str]

subnets

CfnMonitoringSchedule.VpcConfigProperty.Subnets.

See

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

Return type

List[str]