ModelEvents

class aws_cdk.mixins_preview.aws_sagemaker.events.ModelEvents(*args: Any, **kwargs)

Bases: object

(experimental) EventBridge event patterns for Model.

Stability:

experimental

ExampleMetadata:

fixture=_generated

Example:

# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk.mixins_preview.aws_sagemaker import events as sagemaker_events
from aws_cdk.interfaces import aws_sagemaker as interfaces_sagemaker

# model_ref: interfaces_sagemaker.IModelRef

model_events = sagemaker_events.ModelEvents.from_model(model_ref)

Methods

aws_api_call_via_cloud_trail_pattern(*, aws_region=None, error_code=None, error_message=None, event_id=None, event_metadata=None, event_name=None, event_source=None, event_time=None, event_type=None, event_version=None, request_id=None, request_parameters=None, response_elements=None, source_ip_address=None, user_agent=None, user_identity=None)

(experimental) EventBridge event pattern for Model AWS API Call via CloudTrail.

Parameters:

  • aws_region (Optional[Sequence[str]]) – (experimental) awsRegion property. Specify an array of string values to match this event if the actual value of awsRegion is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • error_code (Optional[Sequence[str]]) – (experimental) errorCode property. Specify an array of string values to match this event if the actual value of errorCode is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • error_message (Optional[Sequence[str]]) – (experimental) errorMessage property. Specify an array of string values to match this event if the actual value of errorMessage is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_id (Optional[Sequence[str]]) – (experimental) eventID property. Specify an array of string values to match this event if the actual value of eventID is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_metadata (Union[AWSEventMetadataProps, Dict[str, Any], None]) – (experimental) EventBridge event metadata. Default: - -

  • event_name (Optional[Sequence[str]]) – (experimental) eventName property. Specify an array of string values to match this event if the actual value of eventName is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_source (Optional[Sequence[str]]) – (experimental) eventSource property. Specify an array of string values to match this event if the actual value of eventSource is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_time (Optional[Sequence[str]]) – (experimental) eventTime property. Specify an array of string values to match this event if the actual value of eventTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_type (Optional[Sequence[str]]) – (experimental) eventType property. Specify an array of string values to match this event if the actual value of eventType is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_version (Optional[Sequence[str]]) – (experimental) eventVersion property. Specify an array of string values to match this event if the actual value of eventVersion is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • request_id (Optional[Sequence[str]]) – (experimental) requestID property. Specify an array of string values to match this event if the actual value of requestID is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • request_parameters (Union[RequestParameters, Dict[str, Any], None]) – (experimental) requestParameters property. Specify an array of string values to match this event if the actual value of requestParameters is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • response_elements (Union[ResponseElements, Dict[str, Any], None]) – (experimental) responseElements property. Specify an array of string values to match this event if the actual value of responseElements is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • source_ip_address (Optional[Sequence[str]]) – (experimental) sourceIPAddress property. Specify an array of string values to match this event if the actual value of sourceIPAddress is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • user_agent (Optional[Sequence[str]]) – (experimental) userAgent property. Specify an array of string values to match this event if the actual value of userAgent is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • user_identity (Union[UserIdentity, Dict[str, Any], None]) – (experimental) userIdentity property. Specify an array of string values to match this event if the actual value of userIdentity is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

Stability:

experimental

Return type:

EventPattern

sage_maker_transform_job_state_change_pattern(*, creation_time=None, event_metadata=None, model_name=None, tags=None, transform_end_time=None, transform_input=None, transform_job_arn=None, transform_job_name=None, transform_job_status=None, transform_output=None, transform_resources=None, transform_start_time=None)

(experimental) EventBridge event pattern for Model SageMaker Transform Job State Change.

Parameters:

  • creation_time (Optional[Sequence[str]]) – (experimental) CreationTime property. Specify an array of string values to match this event if the actual value of CreationTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • event_metadata (Union[AWSEventMetadataProps, Dict[str, Any], None]) – (experimental) EventBridge event metadata. Default: - -

  • model_name (Optional[Sequence[str]]) – (experimental) ModelName property. Specify an array of string values to match this event if the actual value of ModelName is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Filter with the Model reference

  • tags (Optional[Sequence[Union[Tags, Dict[str, Any]]]]) – (experimental) Tags property. Specify an array of string values to match this event if the actual value of Tags is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_end_time (Optional[Sequence[str]]) – (experimental) TransformEndTime property. Specify an array of string values to match this event if the actual value of TransformEndTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_input (Union[TransformInput, Dict[str, Any], None]) – (experimental) TransformInput property. Specify an array of string values to match this event if the actual value of TransformInput is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_job_arn (Optional[Sequence[str]]) – (experimental) TransformJobArn property. Specify an array of string values to match this event if the actual value of TransformJobArn is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_job_name (Optional[Sequence[str]]) – (experimental) TransformJobName property. Specify an array of string values to match this event if the actual value of TransformJobName is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_job_status (Optional[Sequence[str]]) – (experimental) TransformJobStatus property. Specify an array of string values to match this event if the actual value of TransformJobStatus is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_output (Union[TransformOutput, Dict[str, Any], None]) – (experimental) TransformOutput property. Specify an array of string values to match this event if the actual value of TransformOutput is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_resources (Union[TransformResources, Dict[str, Any], None]) – (experimental) TransformResources property. Specify an array of string values to match this event if the actual value of TransformResources is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

  • transform_start_time (Optional[Sequence[str]]) – (experimental) TransformStartTime property. Specify an array of string values to match this event if the actual value of TransformStartTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options. Default: - Do not filter on this field

Stability:

experimental

Return type:

EventPattern

Static Methods

classmethod from_model(model_ref)

(experimental) Create ModelEvents from a Model reference.

Parameters:

model_ref (IModelRef)

Stability:

experimental

Return type:

ModelEvents