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generator.yaml
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generator.yaml
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operations:
StopTrainingJob:
operation_type: Delete
resource_name: TrainingJob
StopProcessingJob:
operation_type: Delete
resource_name: ProcessingJob
StopTransformJob:
operation_type: Delete
resource_name: TransformJob
UpdateEndpoint:
override_values:
RetainAllVariantProperties: true
DescribeModelPackage:
custom_check_required_fields_missing_method: customCheckRequiredFieldsMissingMethod
StopHyperParameterTuningJob:
operation_type: Delete
resource_name: HyperParameterTuningJob
StartPipelineExecution:
operation_type: Create
resource_name: PipelineExecution
StopPipelineExecution:
operation_type: Delete
resource_name: PipelineExecution
resources:
Model:
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find model
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
Tags:
compare:
is_ignored: true
EnableNetworkIsolation:
late_initialize:
min_backoff_seconds: 5
EndpointConfig:
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find endpoint configuration
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
EnableNetworkIsolation:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
InferenceComponent:
reconcile:
requeue_on_success_seconds: 30
update_conditions_custom_method_name: CustomUpdateConditions
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find inference component
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
# Custom error
- InferenceComponentUpdateError
hooks:
sdk_read_one_post_set_output:
template_path: inference_component/sdk_read_one_post_set_output.go.tpl
sdk_update_pre_build_request:
template_path: inference_component/sdk_update_pre_build_request.go.tpl
sdk_update_post_set_output:
template_path: inference_component/sdk_update_post_set_output.go.tpl
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
InferenceComponentStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeInferenceComponent
path: InferenceComponentStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeInferenceComponent
path: FailureReason
CreationTime:
is_read_only: true
from:
operation: DescribeInferenceComponent
path: CreationTime
LastModifiedTime:
is_read_only: true
from:
operation: DescribeInferenceComponent
path: LastModifiedTime
EndpointName:
is_read_only: true
from:
operation: DescribeInferenceComponent
path: EndpointName
VariantName:
is_read_only: true
from:
operation: DescribeInferenceComponent
path: VariantName
Tags:
compare:
is_ignored: true
Endpoint:
reconcile:
requeue_on_success_seconds: 30
update_conditions_custom_method_name: CustomUpdateConditions
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find endpoint
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
# Custom error
- EndpointUpdateError
hooks:
sdk_read_one_post_set_output:
code: rm.customDescribeEndpointSetOutput(ko)
sdk_update_pre_build_request:
template_path: endpoint/sdk_update_pre_build_request.go.tpl
sdk_update_post_set_output:
code: rm.customUpdateEndpointSetOutput(ko)
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
renames:
operations:
DescribeEndpoint:
input_fields:
LastDeploymentConfig: DeploymentConfig
fields:
EndpointStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeEndpoint
path: EndpointStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeEndpoint
path: FailureReason
CreationTime:
is_read_only: true
from:
operation: DescribeEndpoint
path: CreationTime
LastModifiedTime:
is_read_only: true
from:
operation: DescribeEndpoint
path: LastModifiedTime
ProductionVariants:
is_read_only: true
from:
operation: DescribeEndpoint
path: ProductionVariants
PendingDeploymentSummary:
is_read_only: true
from:
operation: DescribeEndpoint
path: PendingDeploymentSummary
Tags:
compare:
is_ignored: true
TrainingJob:
reconcile:
requeue_on_success_seconds: 300
exceptions:
errors:
404:
code: ValidationException
message_prefix: Requested resource not found
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
delta_post_compare:
code: customPostCompare(b, a, delta)
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_update_post_build_request:
template_path: training_job/sdk_update_post_build_request.go.tpl
sdk_update_post_set_output:
template_path: training_job/sdk_update_post_set_output.go.tpl
sdk_delete_pre_build_request:
template_path: training_job/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
TrainingJobStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeTrainingJob
path: TrainingJobStatus
SecondaryStatus:
is_read_only: true
print:
name: SECONDARY-STATUS
from:
operation: DescribeTrainingJob
path: SecondaryStatus
DebugRuleEvaluationStatuses:
is_read_only: true
from:
operation: DescribeTrainingJob
path: DebugRuleEvaluationStatuses
ProfilerRuleEvaluationStatuses:
is_read_only: true
from:
operation: DescribeTrainingJob
path: ProfilerRuleEvaluationStatuses
ModelArtifacts:
is_read_only: true
from:
operation: DescribeTrainingJob
path: ModelArtifacts
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeTrainingJob
path: FailureReason
WarmPoolStatus:
is_read_only: true
from:
operation: DescribeTrainingJob
path: WarmPoolStatus
ProfilingStatus:
is_read_only: true
from:
operation: DescribeTrainingJob
path: ProfilingStatus
LastModifiedTime:
is_read_only: true
from:
operation: DescribeTrainingJob
path: LastModifiedTime
CreationTime:
is_read_only: true
from:
operation: DescribeTrainingJob
path: CreationTime
AlgorithmSpecification.MetricDefinitions:
compare:
is_ignored: true
EnableInterContainerTrafficEncryption:
late_initialize:
min_backoff_seconds: 5
EnableManagedSpotTraining:
late_initialize:
min_backoff_seconds: 5
EnableNetworkIsolation:
late_initialize:
min_backoff_seconds: 5
AlgorithmSpecification.EnableSageMakerMetricsTimeSeries:
late_initialize:
min_backoff_seconds: 5
OutputDataConfig.KMSKeyID:
late_initialize:
min_backoff_seconds: 5
OutputDataConfig.CompressionType:
late_initialize:
min_backoff_seconds: 5
ResourceConfig.InstanceCount:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
ProcessingJob:
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find requested job
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_delete_pre_build_request:
template_path: processing_job/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
ProcessingJobStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeProcessingJob
path: ProcessingJobStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeProcessingJob
path: FailureReason
Tags:
compare:
is_ignored: true
TransformJob:
exceptions:
errors:
404:
code: ValidationException
message_prefix: Could not find requested job with name
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_delete_pre_build_request:
template_path: transform_job/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
TransformJobStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeTransformJob
path: TransformJobStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeTransformJob
path: FailureReason
TransformInput.SplitType:
late_initialize:
min_backoff_seconds: 5
TransformInput.CompressionType:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
HyperParameterTuningJob:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_delete_pre_build_request:
template_path: hyper_parameter_tuning_job/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
HyperParameterTuningJobStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeHyperParameterTuningJob
path: HyperParameterTuningJobStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeHyperParameterTuningJob
path: FailureReason
BestTrainingJob:
is_read_only: true
from:
operation: DescribeHyperParameterTuningJob
path: BestTrainingJob
OverallBestTrainingJob:
is_read_only: true
from:
operation: DescribeHyperParameterTuningJob
path: OverallBestTrainingJob
TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions:
late_initialize:
min_backoff_seconds: 5
TrainingJobDefinition.EnableInterContainerTrafficEncryption:
late_initialize:
min_backoff_seconds: 5
TrainingJobDefinition.EnableManagedSpotTraining:
late_initialize:
min_backoff_seconds: 5
TrainingJobDefinition.EnableNetworkIsolation:
late_initialize:
min_backoff_seconds: 5
TrainingJobDefinition.ResourceConfig.InstanceCount:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
DataQualityJobDefinition:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
JobDefinitionArn:
is_arn: true
JobDefinitionName:
is_name: true
is_primary_key: true
Tags:
compare:
is_ignored: true
ModelBiasJobDefinition:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
JobDefinitionArn:
is_arn: true
JobDefinitionName:
is_name: true
is_primary_key: true
Tags:
compare:
is_ignored: true
ModelExplainabilityJobDefinition:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
JobDefinitionArn:
is_arn: true
JobDefinitionName:
is_name: true
is_primary_key: true
Tags:
compare:
is_ignored: true
ModelQualityJobDefinition:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
fields:
JobDefinitionArn:
is_arn: true
JobDefinitionName:
is_name: true
is_primary_key: true
Tags:
compare:
is_ignored: true
MonitoringSchedule:
reconcile:
requeue_on_success_seconds: 30
update_conditions_custom_method_name: CustomUpdateConditions
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko}, resp.MonitoringScheduleStatus)
sdk_update_pre_build_request:
template_path: common/sdk_update_pre_build_request.go.tpl
sdk_update_post_set_output:
code: rm.customSetOutput(&resource{ko}, aws.String("Pending"))
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
MonitoringScheduleStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeMonitoringSchedule
path: MonitoringScheduleStatus
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeMonitoringSchedule
path: FailureReason
CreationTime:
is_read_only: true
from:
operation: DescribeMonitoringSchedule
path: CreationTime
LastModifiedTime:
is_read_only: true
from:
operation: DescribeMonitoringSchedule
path: LastModifiedTime
LastMonitoringExecutionSummary:
is_read_only: true
from:
operation: DescribeMonitoringSchedule
path: LastMonitoringExecutionSummary
Tags:
compare:
is_ignored: true
ModelPackage:
update_conditions_custom_method_name: CustomUpdateConditions
is_arn_primary_key: true
exceptions:
errors:
404:
code: ValidationException
message_suffix: does not exist.
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
- ConflictException
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
sdk_delete_post_build_request:
template_path: model_package/set_resource_name_as_arn.go.tpl
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_read_one_post_build_request:
template_path: model_package/set_resource_name_as_arn.go.tpl
sdk_update_pre_build_request:
template_path: common/sdk_update_pre_build_request.go.tpl
sdk_update_post_set_output:
code: rm.customSetOutput(&resource{ko})
fields:
ModelPackageStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeModelPackage
path: ModelPackageStatus
CreationTime:
is_read_only: true
from:
operation: DescribeModelPackage
path: CreationTime
ModelPackageStatusDetails:
is_read_only: true
from:
operation: DescribeModelPackage
path: ModelPackageStatusDetails
LastModifiedTime:
is_read_only: true
from:
operation: DescribeModelPackage
path: LastModifiedTime
ApprovalDescription:
from:
operation: UpdateModelPackage
path: ApprovalDescription
CertifyForMarketplace:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
tags:
ignore: true
FeatureGroup:
update_conditions_custom_method_name: CustomUpdateConditions
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- ResourceInUse
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
fields:
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeFeatureGroup
path: FailureReason
FeatureGroupStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeFeatureGroup
path: FeatureGroupStatus
OfflineStoreConfig.DisableGlueTableCreation:
late_initialize:
min_backoff_seconds: 5
OfflineStoreConfig.S3StorageConfig.ResolvedOutputS3URI:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
NotebookInstance:
# Resource state/status can be modified in Sagemaker Console
# Need to reconcile to catch these state/status changes
reconcile:
requeue_on_success_seconds: 60
exceptions:
errors:
404:
code: ValidationException
message_prefix: RecordNotFound
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
sdk_read_one_post_set_output:
template_path: notebook_instance/sdk_read_one_post_set_output.go.tpl
delta_pre_compare:
code: customSetDefaults(a, b)
sdk_update_pre_build_request:
template_path: notebook_instance/sdk_update_pre_build_request.go.tpl
sdk_update_post_build_request:
code: handleUpdateOnlyParameters(desired, latest, input)
sdk_update_post_set_output:
code: rm.customSetOutputUpdate(ko, latest)
sdk_delete_pre_build_request:
template_path: notebook_instance/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
NotebookInstanceStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeNotebookInstance
path: NotebookInstanceStatus
PlatformIdentifier:
late_initialize:
min_backoff_seconds: 5
Url:
is_read_only: true
from:
operation: DescribeNotebookInstance
path: Url
stoppedByControllerMetadata:
is_read_only: true
from:
operation: DescribeNotebookInstance
path: Url
FailureReason:
is_read_only: true
print:
name: FAILURE-REASON
priority: 1
from:
operation: DescribeNotebookInstance
path: FailureReason
Tags:
compare:
is_ignored: true
VolumeSizeInGB:
late_initialize:
min_backoff_seconds: 5
ModelPackageGroup:
exceptions:
errors:
404:
code: ValidationException
message_suffix: does not exist.
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
- ConflictException
fields:
ModelPackageGroupStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeModelPackageGroup
path: ModelPackageGroupStatus
Tags:
compare:
is_ignored: true
hooks:
sdk_read_one_post_set_output:
code: rm.customSetOutput(&resource{ko})
sdk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
NotebookInstanceLifecycleConfig:
exceptions:
errors:
404:
code: ValidationException
message_prefix: Unable to describe Notebook Instance Lifecycle Config
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
delta_post_compare:
template_path: notebook_instance_lifecycle_config/delta_post_compare.go.tpl
sdk_update_post_set_output:
template_path: notebook_instance_lifecycle_config/sdk_update_post_set_output.go.tpl
fields:
LastModifiedTime:
is_read_only: true
print:
name: LAST-MODIFIED-TIME
from:
operation: DescribeNotebookInstanceLifecycleConfig
path: LastModifiedTime
CreationTime:
is_read_only: true
print:
name: CREATION-TIME
from:
operation: DescribeNotebookInstanceLifecycleConfig
path: CreationTime
Tags:
compare:
is_ignored: true
# Custom code is implemented for these fields delta comparison
OnCreate:
compare:
is_ignored: true
OnStart:
compare:
is_ignored: true
tags:
ignore: true
Domain:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
sdk_create_post_set_output:
template_path: domain/sdk_create_post_set_output.go.tpl
sdk_read_one_post_set_output:
code: rm.customDescribeDomainSetOutput(ko)
sdk_update_pre_build_request:
template_path: common/sdk_update_pre_build_request.go.tpl
dk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
DomainId:
is_read_only: true
print:
name: DOMAIN-ID
from:
operation: DescribeDomain
path: DomainId
Status:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeDomain
path: Status
AppNetworkAccessType:
late_initialize:
min_backoff_seconds: 5
DefaultUserSettings.DefaultLandingURI:
late_initialize:
min_backoff_seconds: 5
DefaultUserSettings.SpaceStorageSettings:
late_initialize:
min_backoff_seconds: 5
DefaultUserSettings.StudioWebPortal:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
UserProfile:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
sdk_read_one_post_set_output:
code: rm.customDescribeUserProfileSetOutput(ko)
sdk_update_pre_build_request:
template_path: common/sdk_update_pre_build_request.go.tpl
dk_delete_pre_build_request:
template_path: common/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
Status:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeUserProfile
path: Status
UserSettings.SpaceStorageSettings:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
App:
exceptions:
errors:
404:
code: ResourceNotFound
terminal_codes:
- ResourceNotFound
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
hooks:
sdk_read_one_post_set_output:
code: rm.customDescribeAppSetOutput(ko)
sdk_delete_pre_build_request:
template_path: app/sdk_delete_pre_build_request.go.tpl
sdk_delete_post_request:
template_path: common/sdk_delete_post_request.go.tpl
fields:
Status:
is_read_only: true
print:
name: STATUS
from:
operation: DescribeApp
path: Status
ResourceSpec:
late_initialize:
min_backoff_seconds: 5
Tags:
compare:
is_ignored: true
Pipeline:
fields:
PipelineStatus:
is_read_only: true
print:
name: STATUS
from:
operation: DescribePipeline
path: PipelineStatus
CreationTime:
is_read_only: true
from:
operation: DescribePipeline
path: CreationTime
LastModifiedTime:
is_read_only: true
from:
operation: DescribePipeline
path: LastModifiedTime
Tags:
compare:
is_ignored: true
exceptions:
errors:
404:
code: ResourceNotFound
message_suffix: does not exist.
terminal_codes:
- InvalidParameterCombination
- InvalidParameterValue
- MissingParameter
- ResourceNotFound
PipelineExecution:
# Resource state/status can have automatic retry-policy
# Need to reconcile to catch these state/status changes
reconcile: