Type definitions#
Auto-generated documentation for SageMaker type annotations stubs module types-boto3-sagemaker.
TimestampTypeDef#
# TimestampTypeDef Union usage example
from types_boto3_sagemaker.type_defs import TimestampTypeDef
def get_value() -> TimestampTypeDef:
return ...
# TimestampTypeDef definition
TimestampTypeDef = Union[
datetime,
str,
]AppSpecificationUnionTypeDef#
# AppSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AppSpecificationUnionTypeDef
def get_value() -> AppSpecificationUnionTypeDef:
return ...
# AppSpecificationUnionTypeDef definition
AppSpecificationUnionTypeDef = Union[
AppSpecificationTypeDef, # (1)
AppSpecificationOutputTypeDef, # (2)
]VpcConfigUnionTypeDef#
# VpcConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import VpcConfigUnionTypeDef
def get_value() -> VpcConfigUnionTypeDef:
return ...
# VpcConfigUnionTypeDef definition
VpcConfigUnionTypeDef = Union[
VpcConfigTypeDef, # (1)
VpcConfigOutputTypeDef, # (2)
]CategoricalParameterRangeUnionTypeDef#
# CategoricalParameterRangeUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterRangeUnionTypeDef
def get_value() -> CategoricalParameterRangeUnionTypeDef:
return ...
# CategoricalParameterRangeUnionTypeDef definition
CategoricalParameterRangeUnionTypeDef = Union[
CategoricalParameterRangeTypeDef, # (1)
CategoricalParameterRangeOutputTypeDef, # (2)
]DataQualityAppSpecificationUnionTypeDef#
# DataQualityAppSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DataQualityAppSpecificationUnionTypeDef
def get_value() -> DataQualityAppSpecificationUnionTypeDef:
return ...
# DataQualityAppSpecificationUnionTypeDef definition
DataQualityAppSpecificationUnionTypeDef = Union[
DataQualityAppSpecificationTypeDef, # (1)
DataQualityAppSpecificationOutputTypeDef, # (2)
]DebugRuleConfigurationUnionTypeDef#
# DebugRuleConfigurationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DebugRuleConfigurationUnionTypeDef
def get_value() -> DebugRuleConfigurationUnionTypeDef:
return ...
# DebugRuleConfigurationUnionTypeDef definition
DebugRuleConfigurationUnionTypeDef = Union[
DebugRuleConfigurationTypeDef, # (1)
DebugRuleConfigurationOutputTypeDef, # (2)
]DeviceSelectionConfigUnionTypeDef#
# DeviceSelectionConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DeviceSelectionConfigUnionTypeDef
def get_value() -> DeviceSelectionConfigUnionTypeDef:
return ...
# DeviceSelectionConfigUnionTypeDef definition
DeviceSelectionConfigUnionTypeDef = Union[
DeviceSelectionConfigTypeDef, # (1)
DeviceSelectionConfigOutputTypeDef, # (2)
]DockerSettingsUnionTypeDef#
# DockerSettingsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DockerSettingsUnionTypeDef
def get_value() -> DockerSettingsUnionTypeDef:
return ...
# DockerSettingsUnionTypeDef definition
DockerSettingsUnionTypeDef = Union[
DockerSettingsTypeDef, # (1)
DockerSettingsOutputTypeDef, # (2)
]ModelBiasAppSpecificationUnionTypeDef#
# ModelBiasAppSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelBiasAppSpecificationUnionTypeDef
def get_value() -> ModelBiasAppSpecificationUnionTypeDef:
return ...
# ModelBiasAppSpecificationUnionTypeDef definition
ModelBiasAppSpecificationUnionTypeDef = Union[
ModelBiasAppSpecificationTypeDef, # (1)
ModelBiasAppSpecificationOutputTypeDef, # (2)
]ModelCompilationConfigUnionTypeDef#
# ModelCompilationConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelCompilationConfigUnionTypeDef
def get_value() -> ModelCompilationConfigUnionTypeDef:
return ...
# ModelCompilationConfigUnionTypeDef definition
ModelCompilationConfigUnionTypeDef = Union[
ModelCompilationConfigTypeDef, # (1)
ModelCompilationConfigOutputTypeDef, # (2)
]ModelExplainabilityAppSpecificationUnionTypeDef#
# ModelExplainabilityAppSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityAppSpecificationUnionTypeDef
def get_value() -> ModelExplainabilityAppSpecificationUnionTypeDef:
return ...
# ModelExplainabilityAppSpecificationUnionTypeDef definition
ModelExplainabilityAppSpecificationUnionTypeDef = Union[
ModelExplainabilityAppSpecificationTypeDef, # (1)
ModelExplainabilityAppSpecificationOutputTypeDef, # (2)
]ModelQualityAppSpecificationUnionTypeDef#
# ModelQualityAppSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelQualityAppSpecificationUnionTypeDef
def get_value() -> ModelQualityAppSpecificationUnionTypeDef:
return ...
# ModelQualityAppSpecificationUnionTypeDef definition
ModelQualityAppSpecificationUnionTypeDef = Union[
ModelQualityAppSpecificationTypeDef, # (1)
ModelQualityAppSpecificationOutputTypeDef, # (2)
]ModelQuantizationConfigUnionTypeDef#
# ModelQuantizationConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelQuantizationConfigUnionTypeDef
def get_value() -> ModelQuantizationConfigUnionTypeDef:
return ...
# ModelQuantizationConfigUnionTypeDef definition
ModelQuantizationConfigUnionTypeDef = Union[
ModelQuantizationConfigTypeDef, # (1)
ModelQuantizationConfigOutputTypeDef, # (2)
]ModelShardingConfigUnionTypeDef#
# ModelShardingConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelShardingConfigUnionTypeDef
def get_value() -> ModelShardingConfigUnionTypeDef:
return ...
# ModelShardingConfigUnionTypeDef definition
ModelShardingConfigUnionTypeDef = Union[
ModelShardingConfigTypeDef, # (1)
ModelShardingConfigOutputTypeDef, # (2)
]NeoVpcConfigUnionTypeDef#
# NeoVpcConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import NeoVpcConfigUnionTypeDef
def get_value() -> NeoVpcConfigUnionTypeDef:
return ...
# NeoVpcConfigUnionTypeDef definition
NeoVpcConfigUnionTypeDef = Union[
NeoVpcConfigTypeDef, # (1)
NeoVpcConfigOutputTypeDef, # (2)
]OidcMemberDefinitionUnionTypeDef#
# OidcMemberDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import OidcMemberDefinitionUnionTypeDef
def get_value() -> OidcMemberDefinitionUnionTypeDef:
return ...
# OidcMemberDefinitionUnionTypeDef definition
OidcMemberDefinitionUnionTypeDef = Union[
OidcMemberDefinitionTypeDef, # (1)
OidcMemberDefinitionOutputTypeDef, # (2)
]OptimizationVpcConfigUnionTypeDef#
# OptimizationVpcConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import OptimizationVpcConfigUnionTypeDef
def get_value() -> OptimizationVpcConfigUnionTypeDef:
return ...
# OptimizationVpcConfigUnionTypeDef definition
OptimizationVpcConfigUnionTypeDef = Union[
OptimizationVpcConfigTypeDef, # (1)
OptimizationVpcConfigOutputTypeDef, # (2)
]PartnerAppConfigUnionTypeDef#
# PartnerAppConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import PartnerAppConfigUnionTypeDef
def get_value() -> PartnerAppConfigUnionTypeDef:
return ...
# PartnerAppConfigUnionTypeDef definition
PartnerAppConfigUnionTypeDef = Union[
PartnerAppConfigTypeDef, # (1)
PartnerAppConfigOutputTypeDef, # (2)
]ProfilerConfigUnionTypeDef#
# ProfilerConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ProfilerConfigUnionTypeDef
def get_value() -> ProfilerConfigUnionTypeDef:
return ...
# ProfilerConfigUnionTypeDef definition
ProfilerConfigUnionTypeDef = Union[
ProfilerConfigTypeDef, # (1)
ProfilerConfigOutputTypeDef, # (2)
]ProfilerRuleConfigurationUnionTypeDef#
# ProfilerRuleConfigurationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ProfilerRuleConfigurationUnionTypeDef
def get_value() -> ProfilerRuleConfigurationUnionTypeDef:
return ...
# ProfilerRuleConfigurationUnionTypeDef definition
ProfilerRuleConfigurationUnionTypeDef = Union[
ProfilerRuleConfigurationTypeDef, # (1)
ProfilerRuleConfigurationOutputTypeDef, # (2)
]S3DataSourceUnionTypeDef#
# S3DataSourceUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import S3DataSourceUnionTypeDef
def get_value() -> S3DataSourceUnionTypeDef:
return ...
# S3DataSourceUnionTypeDef definition
S3DataSourceUnionTypeDef = Union[
S3DataSourceTypeDef, # (1)
S3DataSourceOutputTypeDef, # (2)
]SourceIpConfigUnionTypeDef#
# SourceIpConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import SourceIpConfigUnionTypeDef
def get_value() -> SourceIpConfigUnionTypeDef:
return ...
# SourceIpConfigUnionTypeDef definition
SourceIpConfigUnionTypeDef = Union[
SourceIpConfigTypeDef, # (1)
SourceIpConfigOutputTypeDef, # (2)
]HyperParameterAlgorithmSpecificationUnionTypeDef#
# HyperParameterAlgorithmSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HyperParameterAlgorithmSpecificationUnionTypeDef
def get_value() -> HyperParameterAlgorithmSpecificationUnionTypeDef:
return ...
# HyperParameterAlgorithmSpecificationUnionTypeDef definition
HyperParameterAlgorithmSpecificationUnionTypeDef = Union[
HyperParameterAlgorithmSpecificationTypeDef, # (1)
HyperParameterAlgorithmSpecificationOutputTypeDef, # (2)
]- See HyperParameterAlgorithmSpecificationTypeDef
- See HyperParameterAlgorithmSpecificationOutputTypeDef
ArtifactSourceUnionTypeDef#
# ArtifactSourceUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ArtifactSourceUnionTypeDef
def get_value() -> ArtifactSourceUnionTypeDef:
return ...
# ArtifactSourceUnionTypeDef definition
ArtifactSourceUnionTypeDef = Union[
ArtifactSourceTypeDef, # (1)
ArtifactSourceOutputTypeDef, # (2)
]AutoMLSecurityConfigUnionTypeDef#
# AutoMLSecurityConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AutoMLSecurityConfigUnionTypeDef
def get_value() -> AutoMLSecurityConfigUnionTypeDef:
return ...
# AutoMLSecurityConfigUnionTypeDef definition
AutoMLSecurityConfigUnionTypeDef = Union[
AutoMLSecurityConfigTypeDef, # (1)
AutoMLSecurityConfigOutputTypeDef, # (2)
]MonitoringNetworkConfigUnionTypeDef#
# MonitoringNetworkConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import MonitoringNetworkConfigUnionTypeDef
def get_value() -> MonitoringNetworkConfigUnionTypeDef:
return ...
# MonitoringNetworkConfigUnionTypeDef definition
MonitoringNetworkConfigUnionTypeDef = Union[
MonitoringNetworkConfigTypeDef, # (1)
MonitoringNetworkConfigOutputTypeDef, # (2)
]NetworkConfigUnionTypeDef#
# NetworkConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import NetworkConfigUnionTypeDef
def get_value() -> NetworkConfigUnionTypeDef:
return ...
# NetworkConfigUnionTypeDef definition
NetworkConfigUnionTypeDef = Union[
NetworkConfigTypeDef, # (1)
NetworkConfigOutputTypeDef, # (2)
]InferenceExperimentDataStorageConfigUnionTypeDef#
# InferenceExperimentDataStorageConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentDataStorageConfigUnionTypeDef
def get_value() -> InferenceExperimentDataStorageConfigUnionTypeDef:
return ...
# InferenceExperimentDataStorageConfigUnionTypeDef definition
InferenceExperimentDataStorageConfigUnionTypeDef = Union[
InferenceExperimentDataStorageConfigTypeDef, # (1)
InferenceExperimentDataStorageConfigOutputTypeDef, # (2)
]- See InferenceExperimentDataStorageConfigTypeDef
- See InferenceExperimentDataStorageConfigOutputTypeDef
DataCaptureConfigUnionTypeDef#
# DataCaptureConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DataCaptureConfigUnionTypeDef
def get_value() -> DataCaptureConfigUnionTypeDef:
return ...
# DataCaptureConfigUnionTypeDef definition
DataCaptureConfigUnionTypeDef = Union[
DataCaptureConfigTypeDef, # (1)
DataCaptureConfigOutputTypeDef, # (2)
]CodeEditorAppImageConfigUnionTypeDef#
# CodeEditorAppImageConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import CodeEditorAppImageConfigUnionTypeDef
def get_value() -> CodeEditorAppImageConfigUnionTypeDef:
return ...
# CodeEditorAppImageConfigUnionTypeDef definition
CodeEditorAppImageConfigUnionTypeDef = Union[
CodeEditorAppImageConfigTypeDef, # (1)
CodeEditorAppImageConfigOutputTypeDef, # (2)
]JupyterLabAppImageConfigUnionTypeDef#
# JupyterLabAppImageConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import JupyterLabAppImageConfigUnionTypeDef
def get_value() -> JupyterLabAppImageConfigUnionTypeDef:
return ...
# JupyterLabAppImageConfigUnionTypeDef definition
JupyterLabAppImageConfigUnionTypeDef = Union[
JupyterLabAppImageConfigTypeDef, # (1)
JupyterLabAppImageConfigOutputTypeDef, # (2)
]DebugHookConfigUnionTypeDef#
# DebugHookConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DebugHookConfigUnionTypeDef
def get_value() -> DebugHookConfigUnionTypeDef:
return ...
# DebugHookConfigUnionTypeDef definition
DebugHookConfigUnionTypeDef = Union[
DebugHookConfigTypeDef, # (1)
DebugHookConfigOutputTypeDef, # (2)
]ComputeQuotaConfigUnionTypeDef#
# ComputeQuotaConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaConfigUnionTypeDef
def get_value() -> ComputeQuotaConfigUnionTypeDef:
return ...
# ComputeQuotaConfigUnionTypeDef definition
ComputeQuotaConfigUnionTypeDef = Union[
ComputeQuotaConfigTypeDef, # (1)
ComputeQuotaConfigOutputTypeDef, # (2)
]InferenceExperimentScheduleUnionTypeDef#
# InferenceExperimentScheduleUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentScheduleUnionTypeDef
def get_value() -> InferenceExperimentScheduleUnionTypeDef:
return ...
# InferenceExperimentScheduleUnionTypeDef definition
InferenceExperimentScheduleUnionTypeDef = Union[
InferenceExperimentScheduleTypeDef, # (1)
InferenceExperimentScheduleOutputTypeDef, # (2)
]HyperParameterTuningResourceConfigUnionTypeDef#
# HyperParameterTuningResourceConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningResourceConfigUnionTypeDef
def get_value() -> HyperParameterTuningResourceConfigUnionTypeDef:
return ...
# HyperParameterTuningResourceConfigUnionTypeDef definition
HyperParameterTuningResourceConfigUnionTypeDef = Union[
HyperParameterTuningResourceConfigTypeDef, # (1)
HyperParameterTuningResourceConfigOutputTypeDef, # (2)
]HyperParameterTuningJobWarmStartConfigUnionTypeDef#
# HyperParameterTuningJobWarmStartConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobWarmStartConfigUnionTypeDef
def get_value() -> HyperParameterTuningJobWarmStartConfigUnionTypeDef:
return ...
# HyperParameterTuningJobWarmStartConfigUnionTypeDef definition
HyperParameterTuningJobWarmStartConfigUnionTypeDef = Union[
HyperParameterTuningJobWarmStartConfigTypeDef, # (1)
HyperParameterTuningJobWarmStartConfigOutputTypeDef, # (2)
]- See HyperParameterTuningJobWarmStartConfigTypeDef
- See HyperParameterTuningJobWarmStartConfigOutputTypeDef
ResourceConfigUnionTypeDef#
# ResourceConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ResourceConfigUnionTypeDef
def get_value() -> ResourceConfigUnionTypeDef:
return ...
# ResourceConfigUnionTypeDef definition
ResourceConfigUnionTypeDef = Union[
ResourceConfigTypeDef, # (1)
ResourceConfigOutputTypeDef, # (2)
]KernelGatewayImageConfigUnionTypeDef#
# KernelGatewayImageConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import KernelGatewayImageConfigUnionTypeDef
def get_value() -> KernelGatewayImageConfigUnionTypeDef:
return ...
# KernelGatewayImageConfigUnionTypeDef definition
KernelGatewayImageConfigUnionTypeDef = Union[
KernelGatewayImageConfigTypeDef, # (1)
KernelGatewayImageConfigOutputTypeDef, # (2)
]RecommendationJobStoppingConditionsUnionTypeDef#
# RecommendationJobStoppingConditionsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import RecommendationJobStoppingConditionsUnionTypeDef
def get_value() -> RecommendationJobStoppingConditionsUnionTypeDef:
return ...
# RecommendationJobStoppingConditionsUnionTypeDef definition
RecommendationJobStoppingConditionsUnionTypeDef = Union[
RecommendationJobStoppingConditionsTypeDef, # (1)
RecommendationJobStoppingConditionsOutputTypeDef, # (2)
]SchedulerConfigUnionTypeDef#
# SchedulerConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import SchedulerConfigUnionTypeDef
def get_value() -> SchedulerConfigUnionTypeDef:
return ...
# SchedulerConfigUnionTypeDef definition
SchedulerConfigUnionTypeDef = Union[
SchedulerConfigTypeDef, # (1)
SchedulerConfigOutputTypeDef, # (2)
]ServiceCatalogProvisioningDetailsUnionTypeDef#
# ServiceCatalogProvisioningDetailsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ServiceCatalogProvisioningDetailsUnionTypeDef
def get_value() -> ServiceCatalogProvisioningDetailsUnionTypeDef:
return ...
# ServiceCatalogProvisioningDetailsUnionTypeDef definition
ServiceCatalogProvisioningDetailsUnionTypeDef = Union[
ServiceCatalogProvisioningDetailsTypeDef, # (1)
ServiceCatalogProvisioningDetailsOutputTypeDef, # (2)
]SelectiveExecutionConfigUnionTypeDef#
# SelectiveExecutionConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import SelectiveExecutionConfigUnionTypeDef
def get_value() -> SelectiveExecutionConfigUnionTypeDef:
return ...
# SelectiveExecutionConfigUnionTypeDef definition
SelectiveExecutionConfigUnionTypeDef = Union[
SelectiveExecutionConfigTypeDef, # (1)
SelectiveExecutionConfigOutputTypeDef, # (2)
]ShadowModeConfigUnionTypeDef#
# ShadowModeConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ShadowModeConfigUnionTypeDef
def get_value() -> ShadowModeConfigUnionTypeDef:
return ...
# ShadowModeConfigUnionTypeDef definition
ShadowModeConfigUnionTypeDef = Union[
ShadowModeConfigTypeDef, # (1)
ShadowModeConfigOutputTypeDef, # (2)
]DomainSettingsUnionTypeDef#
# DomainSettingsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DomainSettingsUnionTypeDef
def get_value() -> DomainSettingsUnionTypeDef:
return ...
# DomainSettingsUnionTypeDef definition
DomainSettingsUnionTypeDef = Union[
DomainSettingsTypeDef, # (1)
DomainSettingsOutputTypeDef, # (2)
]AsyncInferenceConfigUnionTypeDef#
# AsyncInferenceConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceConfigUnionTypeDef
def get_value() -> AsyncInferenceConfigUnionTypeDef:
return ...
# AsyncInferenceConfigUnionTypeDef definition
AsyncInferenceConfigUnionTypeDef = Union[
AsyncInferenceConfigTypeDef, # (1)
AsyncInferenceConfigOutputTypeDef, # (2)
]AutoMLJobConfigUnionTypeDef#
# AutoMLJobConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AutoMLJobConfigUnionTypeDef
def get_value() -> AutoMLJobConfigUnionTypeDef:
return ...
# AutoMLJobConfigUnionTypeDef definition
AutoMLJobConfigUnionTypeDef = Union[
AutoMLJobConfigTypeDef, # (1)
AutoMLJobConfigOutputTypeDef, # (2)
]LabelingJobAlgorithmsConfigUnionTypeDef#
# LabelingJobAlgorithmsConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import LabelingJobAlgorithmsConfigUnionTypeDef
def get_value() -> LabelingJobAlgorithmsConfigUnionTypeDef:
return ...
# LabelingJobAlgorithmsConfigUnionTypeDef definition
LabelingJobAlgorithmsConfigUnionTypeDef = Union[
LabelingJobAlgorithmsConfigTypeDef, # (1)
LabelingJobAlgorithmsConfigOutputTypeDef, # (2)
]ParameterRangesUnionTypeDef#
# ParameterRangesUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ParameterRangesUnionTypeDef
def get_value() -> ParameterRangesUnionTypeDef:
return ...
# ParameterRangesUnionTypeDef definition
ParameterRangesUnionTypeDef = Union[
ParameterRangesTypeDef, # (1)
ParameterRangesOutputTypeDef, # (2)
]LabelingJobInputConfigUnionTypeDef#
# LabelingJobInputConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import LabelingJobInputConfigUnionTypeDef
def get_value() -> LabelingJobInputConfigUnionTypeDef:
return ...
# LabelingJobInputConfigUnionTypeDef definition
LabelingJobInputConfigUnionTypeDef = Union[
LabelingJobInputConfigTypeDef, # (1)
LabelingJobInputConfigOutputTypeDef, # (2)
]OptimizationConfigUnionTypeDef#
# OptimizationConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import OptimizationConfigUnionTypeDef
def get_value() -> OptimizationConfigUnionTypeDef:
return ...
# OptimizationConfigUnionTypeDef definition
OptimizationConfigUnionTypeDef = Union[
OptimizationConfigTypeDef, # (1)
OptimizationConfigOutputTypeDef, # (2)
]MonitoringOutputConfigUnionTypeDef#
# MonitoringOutputConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import MonitoringOutputConfigUnionTypeDef
def get_value() -> MonitoringOutputConfigUnionTypeDef:
return ...
# MonitoringOutputConfigUnionTypeDef definition
MonitoringOutputConfigUnionTypeDef = Union[
MonitoringOutputConfigTypeDef, # (1)
MonitoringOutputConfigOutputTypeDef, # (2)
]MemberDefinitionUnionTypeDef#
# MemberDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import MemberDefinitionUnionTypeDef
def get_value() -> MemberDefinitionUnionTypeDef:
return ...
# MemberDefinitionUnionTypeDef definition
MemberDefinitionUnionTypeDef = Union[
MemberDefinitionTypeDef, # (1)
MemberDefinitionOutputTypeDef, # (2)
]ProcessingOutputConfigUnionTypeDef#
# ProcessingOutputConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ProcessingOutputConfigUnionTypeDef
def get_value() -> ProcessingOutputConfigUnionTypeDef:
return ...
# ProcessingOutputConfigUnionTypeDef definition
ProcessingOutputConfigUnionTypeDef = Union[
ProcessingOutputConfigTypeDef, # (1)
ProcessingOutputConfigOutputTypeDef, # (2)
]HumanLoopConfigUnionTypeDef#
# HumanLoopConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HumanLoopConfigUnionTypeDef
def get_value() -> HumanLoopConfigUnionTypeDef:
return ...
# HumanLoopConfigUnionTypeDef definition
HumanLoopConfigUnionTypeDef = Union[
HumanLoopConfigTypeDef, # (1)
HumanLoopConfigOutputTypeDef, # (2)
]HumanTaskConfigUnionTypeDef#
# HumanTaskConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HumanTaskConfigUnionTypeDef
def get_value() -> HumanTaskConfigUnionTypeDef:
return ...
# HumanTaskConfigUnionTypeDef definition
HumanTaskConfigUnionTypeDef = Union[
HumanTaskConfigTypeDef, # (1)
HumanTaskConfigOutputTypeDef, # (2)
]DataSourceUnionTypeDef#
# DataSourceUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DataSourceUnionTypeDef
def get_value() -> DataSourceUnionTypeDef:
return ...
# DataSourceUnionTypeDef definition
DataSourceUnionTypeDef = Union[
DataSourceTypeDef, # (1)
DataSourceOutputTypeDef, # (2)
]AlgorithmSpecificationUnionTypeDef#
# AlgorithmSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AlgorithmSpecificationUnionTypeDef
def get_value() -> AlgorithmSpecificationUnionTypeDef:
return ...
# AlgorithmSpecificationUnionTypeDef definition
AlgorithmSpecificationUnionTypeDef = Union[
AlgorithmSpecificationTypeDef, # (1)
AlgorithmSpecificationOutputTypeDef, # (2)
]DefaultSpaceSettingsUnionTypeDef#
# DefaultSpaceSettingsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DefaultSpaceSettingsUnionTypeDef
def get_value() -> DefaultSpaceSettingsUnionTypeDef:
return ...
# DefaultSpaceSettingsUnionTypeDef definition
DefaultSpaceSettingsUnionTypeDef = Union[
DefaultSpaceSettingsTypeDef, # (1)
DefaultSpaceSettingsOutputTypeDef, # (2)
]UserSettingsUnionTypeDef#
# UserSettingsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import UserSettingsUnionTypeDef
def get_value() -> UserSettingsUnionTypeDef:
return ...
# UserSettingsUnionTypeDef definition
UserSettingsUnionTypeDef = Union[
UserSettingsTypeDef, # (1)
UserSettingsOutputTypeDef, # (2)
]AutoMLProblemTypeConfigUnionTypeDef#
# AutoMLProblemTypeConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AutoMLProblemTypeConfigUnionTypeDef
def get_value() -> AutoMLProblemTypeConfigUnionTypeDef:
return ...
# AutoMLProblemTypeConfigUnionTypeDef definition
AutoMLProblemTypeConfigUnionTypeDef = Union[
AutoMLProblemTypeConfigTypeDef, # (1)
AutoMLProblemTypeConfigOutputTypeDef, # (2)
]DeploymentConfigUnionTypeDef#
# DeploymentConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DeploymentConfigUnionTypeDef
def get_value() -> DeploymentConfigUnionTypeDef:
return ...
# DeploymentConfigUnionTypeDef definition
DeploymentConfigUnionTypeDef = Union[
DeploymentConfigTypeDef, # (1)
DeploymentConfigOutputTypeDef, # (2)
]HyperParameterTuningJobConfigUnionTypeDef#
# HyperParameterTuningJobConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobConfigUnionTypeDef
def get_value() -> HyperParameterTuningJobConfigUnionTypeDef:
return ...
# HyperParameterTuningJobConfigUnionTypeDef definition
HyperParameterTuningJobConfigUnionTypeDef = Union[
HyperParameterTuningJobConfigTypeDef, # (1)
HyperParameterTuningJobConfigOutputTypeDef, # (2)
]RecommendationJobInputConfigUnionTypeDef#
# RecommendationJobInputConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import RecommendationJobInputConfigUnionTypeDef
def get_value() -> RecommendationJobInputConfigUnionTypeDef:
return ...
# RecommendationJobInputConfigUnionTypeDef definition
RecommendationJobInputConfigUnionTypeDef = Union[
RecommendationJobInputConfigTypeDef, # (1)
RecommendationJobInputConfigOutputTypeDef, # (2)
]ExplainerConfigUnionTypeDef#
# ExplainerConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ExplainerConfigUnionTypeDef
def get_value() -> ExplainerConfigUnionTypeDef:
return ...
# ExplainerConfigUnionTypeDef definition
ExplainerConfigUnionTypeDef = Union[
ExplainerConfigTypeDef, # (1)
ExplainerConfigOutputTypeDef, # (2)
]TrainingSpecificationUnionTypeDef#
# TrainingSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import TrainingSpecificationUnionTypeDef
def get_value() -> TrainingSpecificationUnionTypeDef:
return ...
# TrainingSpecificationUnionTypeDef definition
TrainingSpecificationUnionTypeDef = Union[
TrainingSpecificationTypeDef, # (1)
TrainingSpecificationOutputTypeDef, # (2)
]ContainerDefinitionUnionTypeDef#
# ContainerDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ContainerDefinitionUnionTypeDef
def get_value() -> ContainerDefinitionUnionTypeDef:
return ...
# ContainerDefinitionUnionTypeDef definition
ContainerDefinitionUnionTypeDef = Union[
ContainerDefinitionTypeDef, # (1)
ContainerDefinitionOutputTypeDef, # (2)
]ModelPackageContainerDefinitionUnionTypeDef#
# ModelPackageContainerDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelPackageContainerDefinitionUnionTypeDef
def get_value() -> ModelPackageContainerDefinitionUnionTypeDef:
return ...
# ModelPackageContainerDefinitionUnionTypeDef definition
ModelPackageContainerDefinitionUnionTypeDef = Union[
ModelPackageContainerDefinitionTypeDef, # (1)
ModelPackageContainerDefinitionOutputTypeDef, # (2)
]DataQualityJobInputUnionTypeDef#
# DataQualityJobInputUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import DataQualityJobInputUnionTypeDef
def get_value() -> DataQualityJobInputUnionTypeDef:
return ...
# DataQualityJobInputUnionTypeDef definition
DataQualityJobInputUnionTypeDef = Union[
DataQualityJobInputTypeDef, # (1)
DataQualityJobInputOutputTypeDef, # (2)
]ModelBiasJobInputUnionTypeDef#
# ModelBiasJobInputUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelBiasJobInputUnionTypeDef
def get_value() -> ModelBiasJobInputUnionTypeDef:
return ...
# ModelBiasJobInputUnionTypeDef definition
ModelBiasJobInputUnionTypeDef = Union[
ModelBiasJobInputTypeDef, # (1)
ModelBiasJobInputOutputTypeDef, # (2)
]ModelExplainabilityJobInputUnionTypeDef#
# ModelExplainabilityJobInputUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityJobInputUnionTypeDef
def get_value() -> ModelExplainabilityJobInputUnionTypeDef:
return ...
# ModelExplainabilityJobInputUnionTypeDef definition
ModelExplainabilityJobInputUnionTypeDef = Union[
ModelExplainabilityJobInputTypeDef, # (1)
ModelExplainabilityJobInputOutputTypeDef, # (2)
]ModelQualityJobInputUnionTypeDef#
# ModelQualityJobInputUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelQualityJobInputUnionTypeDef
def get_value() -> ModelQualityJobInputUnionTypeDef:
return ...
# ModelQualityJobInputUnionTypeDef definition
ModelQualityJobInputUnionTypeDef = Union[
ModelQualityJobInputTypeDef, # (1)
ModelQualityJobInputOutputTypeDef, # (2)
]SpaceSettingsUnionTypeDef#
# SpaceSettingsUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import SpaceSettingsUnionTypeDef
def get_value() -> SpaceSettingsUnionTypeDef:
return ...
# SpaceSettingsUnionTypeDef definition
SpaceSettingsUnionTypeDef = Union[
SpaceSettingsTypeDef, # (1)
SpaceSettingsOutputTypeDef, # (2)
]InferenceSpecificationUnionTypeDef#
# InferenceSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import InferenceSpecificationUnionTypeDef
def get_value() -> InferenceSpecificationUnionTypeDef:
return ...
# InferenceSpecificationUnionTypeDef definition
InferenceSpecificationUnionTypeDef = Union[
InferenceSpecificationTypeDef, # (1)
InferenceSpecificationOutputTypeDef, # (2)
]SourceAlgorithmSpecificationUnionTypeDef#
# SourceAlgorithmSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import SourceAlgorithmSpecificationUnionTypeDef
def get_value() -> SourceAlgorithmSpecificationUnionTypeDef:
return ...
# SourceAlgorithmSpecificationUnionTypeDef definition
SourceAlgorithmSpecificationUnionTypeDef = Union[
SourceAlgorithmSpecificationTypeDef, # (1)
SourceAlgorithmSpecificationOutputTypeDef, # (2)
]ChannelUnionTypeDef#
# ChannelUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ChannelUnionTypeDef
def get_value() -> ChannelUnionTypeDef:
return ...
# ChannelUnionTypeDef definition
ChannelUnionTypeDef = Union[
ChannelTypeDef, # (1)
ChannelOutputTypeDef, # (2)
]- See ChannelTypeDef
- See ChannelOutputTypeDef
AdditionalInferenceSpecificationDefinitionUnionTypeDef#
# AdditionalInferenceSpecificationDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AdditionalInferenceSpecificationDefinitionUnionTypeDef
def get_value() -> AdditionalInferenceSpecificationDefinitionUnionTypeDef:
return ...
# AdditionalInferenceSpecificationDefinitionUnionTypeDef definition
AdditionalInferenceSpecificationDefinitionUnionTypeDef = Union[
AdditionalInferenceSpecificationDefinitionTypeDef, # (1)
AdditionalInferenceSpecificationDefinitionOutputTypeDef, # (2)
]- See AdditionalInferenceSpecificationDefinitionTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
MonitoringScheduleConfigUnionTypeDef#
# MonitoringScheduleConfigUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import MonitoringScheduleConfigUnionTypeDef
def get_value() -> MonitoringScheduleConfigUnionTypeDef:
return ...
# MonitoringScheduleConfigUnionTypeDef definition
MonitoringScheduleConfigUnionTypeDef = Union[
MonitoringScheduleConfigTypeDef, # (1)
MonitoringScheduleConfigOutputTypeDef, # (2)
]ModelPackageValidationSpecificationUnionTypeDef#
# ModelPackageValidationSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import ModelPackageValidationSpecificationUnionTypeDef
def get_value() -> ModelPackageValidationSpecificationUnionTypeDef:
return ...
# ModelPackageValidationSpecificationUnionTypeDef definition
ModelPackageValidationSpecificationUnionTypeDef = Union[
ModelPackageValidationSpecificationTypeDef, # (1)
ModelPackageValidationSpecificationOutputTypeDef, # (2)
]HyperParameterTrainingJobDefinitionUnionTypeDef#
# HyperParameterTrainingJobDefinitionUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import HyperParameterTrainingJobDefinitionUnionTypeDef
def get_value() -> HyperParameterTrainingJobDefinitionUnionTypeDef:
return ...
# HyperParameterTrainingJobDefinitionUnionTypeDef definition
HyperParameterTrainingJobDefinitionUnionTypeDef = Union[
HyperParameterTrainingJobDefinitionTypeDef, # (1)
HyperParameterTrainingJobDefinitionOutputTypeDef, # (2)
]AlgorithmValidationSpecificationUnionTypeDef#
# AlgorithmValidationSpecificationUnionTypeDef Union usage example
from types_boto3_sagemaker.type_defs import AlgorithmValidationSpecificationUnionTypeDef
def get_value() -> AlgorithmValidationSpecificationUnionTypeDef:
return ...
# AlgorithmValidationSpecificationUnionTypeDef definition
AlgorithmValidationSpecificationUnionTypeDef = Union[
AlgorithmValidationSpecificationTypeDef, # (1)
AlgorithmValidationSpecificationOutputTypeDef, # (2)
]ActionSourceTypeDef#
# ActionSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ActionSourceTypeDef
def get_value() -> ActionSourceTypeDef:
return {
"SourceUri": ...,
}
# ActionSourceTypeDef definition
class ActionSourceTypeDef(TypedDict):
SourceUri: str,
SourceType: NotRequired[str],
SourceId: NotRequired[str],AddAssociationRequestTypeDef#
# AddAssociationRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AddAssociationRequestTypeDef
def get_value() -> AddAssociationRequestTypeDef:
return {
"SourceArn": ...,
}
# AddAssociationRequestTypeDef definition
class AddAssociationRequestTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)ResponseMetadataTypeDef#
# ResponseMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResponseMetadataTypeDef
def get_value() -> ResponseMetadataTypeDef:
return {
"RequestId": ...,
}
# ResponseMetadataTypeDef definition
class ResponseMetadataTypeDef(TypedDict):
RequestId: str,
HTTPStatusCode: int,
HTTPHeaders: Dict[str, str],
RetryAttempts: int,
HostId: NotRequired[str],TagTypeDef#
# TagTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TagTypeDef
def get_value() -> TagTypeDef:
return {
"Key": ...,
}
# TagTypeDef definition
class TagTypeDef(TypedDict):
Key: str,
Value: str,AdditionalS3DataSourceTypeDef#
# AdditionalS3DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AdditionalS3DataSourceTypeDef
def get_value() -> AdditionalS3DataSourceTypeDef:
return {
"S3DataType": ...,
}
# AdditionalS3DataSourceTypeDef definition
class AdditionalS3DataSourceTypeDef(TypedDict):
S3DataType: AdditionalS3DataSourceDataTypeType, # (1)
S3Uri: str,
CompressionType: NotRequired[CompressionTypeType], # (2)
ETag: NotRequired[str],AgentVersionTypeDef#
# AgentVersionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AgentVersionTypeDef
def get_value() -> AgentVersionTypeDef:
return {
"Version": ...,
}
# AgentVersionTypeDef definition
class AgentVersionTypeDef(TypedDict):
Version: str,
AgentCount: int,AlarmTypeDef#
# AlarmTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlarmTypeDef
def get_value() -> AlarmTypeDef:
return {
"AlarmName": ...,
}
# AlarmTypeDef definition
class AlarmTypeDef(TypedDict):
AlarmName: NotRequired[str],MetricDefinitionTypeDef#
# MetricDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetricDefinitionTypeDef
def get_value() -> MetricDefinitionTypeDef:
return {
"Name": ...,
}
# MetricDefinitionTypeDef definition
class MetricDefinitionTypeDef(TypedDict):
Name: str,
Regex: str,AlgorithmStatusItemTypeDef#
# AlgorithmStatusItemTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmStatusItemTypeDef
def get_value() -> AlgorithmStatusItemTypeDef:
return {
"Name": ...,
}
# AlgorithmStatusItemTypeDef definition
class AlgorithmStatusItemTypeDef(TypedDict):
Name: str,
Status: DetailedAlgorithmStatusType, # (1)
FailureReason: NotRequired[str],AlgorithmSummaryTypeDef#
# AlgorithmSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmSummaryTypeDef
def get_value() -> AlgorithmSummaryTypeDef:
return {
"AlgorithmName": ...,
}
# AlgorithmSummaryTypeDef definition
class AlgorithmSummaryTypeDef(TypedDict):
AlgorithmName: str,
AlgorithmArn: str,
CreationTime: datetime,
AlgorithmStatus: AlgorithmStatusType, # (1)
AlgorithmDescription: NotRequired[str],AmazonQSettingsTypeDef#
# AmazonQSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AmazonQSettingsTypeDef
def get_value() -> AmazonQSettingsTypeDef:
return {
"Status": ...,
}
# AmazonQSettingsTypeDef definition
class AmazonQSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
QProfileArn: NotRequired[str],AnnotationConsolidationConfigTypeDef#
# AnnotationConsolidationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AnnotationConsolidationConfigTypeDef
def get_value() -> AnnotationConsolidationConfigTypeDef:
return {
"AnnotationConsolidationLambdaArn": ...,
}
# AnnotationConsolidationConfigTypeDef definition
class AnnotationConsolidationConfigTypeDef(TypedDict):
AnnotationConsolidationLambdaArn: str,ResourceSpecTypeDef#
# ResourceSpecTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceSpecTypeDef
def get_value() -> ResourceSpecTypeDef:
return {
"SageMakerImageArn": ...,
}
# ResourceSpecTypeDef definition
class ResourceSpecTypeDef(TypedDict):
SageMakerImageArn: NotRequired[str],
SageMakerImageVersionArn: NotRequired[str],
SageMakerImageVersionAlias: NotRequired[str],
InstanceType: NotRequired[AppInstanceTypeType], # (1)
LifecycleConfigArn: NotRequired[str],IdleSettingsTypeDef#
# IdleSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IdleSettingsTypeDef
def get_value() -> IdleSettingsTypeDef:
return {
"LifecycleManagement": ...,
}
# IdleSettingsTypeDef definition
class IdleSettingsTypeDef(TypedDict):
LifecycleManagement: NotRequired[LifecycleManagementType], # (1)
IdleTimeoutInMinutes: NotRequired[int],
MinIdleTimeoutInMinutes: NotRequired[int],
MaxIdleTimeoutInMinutes: NotRequired[int],AppSpecificationOutputTypeDef#
# AppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AppSpecificationOutputTypeDef
def get_value() -> AppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# AppSpecificationOutputTypeDef definition
class AppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[List[str]],
ContainerArguments: NotRequired[List[str]],AppSpecificationTypeDef#
# AppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AppSpecificationTypeDef
def get_value() -> AppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# AppSpecificationTypeDef definition
class AppSpecificationTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerArguments: NotRequired[Sequence[str]],ArtifactSourceTypeTypeDef#
# ArtifactSourceTypeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ArtifactSourceTypeTypeDef
def get_value() -> ArtifactSourceTypeTypeDef:
return {
"SourceIdType": ...,
}
# ArtifactSourceTypeTypeDef definition
class ArtifactSourceTypeTypeDef(TypedDict):
SourceIdType: ArtifactSourceIdTypeType, # (1)
Value: str,AssociateTrialComponentRequestTypeDef#
# AssociateTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AssociateTrialComponentRequestTypeDef
def get_value() -> AssociateTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# AssociateTrialComponentRequestTypeDef definition
class AssociateTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,
TrialName: str,AsyncInferenceClientConfigTypeDef#
# AsyncInferenceClientConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceClientConfigTypeDef
def get_value() -> AsyncInferenceClientConfigTypeDef:
return {
"MaxConcurrentInvocationsPerInstance": ...,
}
# AsyncInferenceClientConfigTypeDef definition
class AsyncInferenceClientConfigTypeDef(TypedDict):
MaxConcurrentInvocationsPerInstance: NotRequired[int],AsyncInferenceNotificationConfigOutputTypeDef#
# AsyncInferenceNotificationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceNotificationConfigOutputTypeDef
def get_value() -> AsyncInferenceNotificationConfigOutputTypeDef:
return {
"SuccessTopic": ...,
}
# AsyncInferenceNotificationConfigOutputTypeDef definition
class AsyncInferenceNotificationConfigOutputTypeDef(TypedDict):
SuccessTopic: NotRequired[str],
ErrorTopic: NotRequired[str],
IncludeInferenceResponseIn: NotRequired[List[AsyncNotificationTopicTypesType]], # (1)AsyncInferenceNotificationConfigTypeDef#
# AsyncInferenceNotificationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceNotificationConfigTypeDef
def get_value() -> AsyncInferenceNotificationConfigTypeDef:
return {
"SuccessTopic": ...,
}
# AsyncInferenceNotificationConfigTypeDef definition
class AsyncInferenceNotificationConfigTypeDef(TypedDict):
SuccessTopic: NotRequired[str],
ErrorTopic: NotRequired[str],
IncludeInferenceResponseIn: NotRequired[Sequence[AsyncNotificationTopicTypesType]], # (1)AthenaDatasetDefinitionTypeDef#
# AthenaDatasetDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AthenaDatasetDefinitionTypeDef
def get_value() -> AthenaDatasetDefinitionTypeDef:
return {
"Catalog": ...,
}
# AthenaDatasetDefinitionTypeDef definition
class AthenaDatasetDefinitionTypeDef(TypedDict):
Catalog: str,
Database: str,
QueryString: str,
OutputS3Uri: str,
OutputFormat: AthenaResultFormatType, # (1)
WorkGroup: NotRequired[str],
KmsKeyId: NotRequired[str],
OutputCompression: NotRequired[AthenaResultCompressionTypeType], # (2)AutoMLAlgorithmConfigOutputTypeDef#
# AutoMLAlgorithmConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLAlgorithmConfigOutputTypeDef
def get_value() -> AutoMLAlgorithmConfigOutputTypeDef:
return {
"AutoMLAlgorithms": ...,
}
# AutoMLAlgorithmConfigOutputTypeDef definition
class AutoMLAlgorithmConfigOutputTypeDef(TypedDict):
AutoMLAlgorithms: List[AutoMLAlgorithmType], # (1)AutoMLAlgorithmConfigTypeDef#
# AutoMLAlgorithmConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLAlgorithmConfigTypeDef
def get_value() -> AutoMLAlgorithmConfigTypeDef:
return {
"AutoMLAlgorithms": ...,
}
# AutoMLAlgorithmConfigTypeDef definition
class AutoMLAlgorithmConfigTypeDef(TypedDict):
AutoMLAlgorithms: Sequence[AutoMLAlgorithmType], # (1)AutoMLCandidateStepTypeDef#
# AutoMLCandidateStepTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLCandidateStepTypeDef
def get_value() -> AutoMLCandidateStepTypeDef:
return {
"CandidateStepType": ...,
}
# AutoMLCandidateStepTypeDef definition
class AutoMLCandidateStepTypeDef(TypedDict):
CandidateStepType: CandidateStepTypeType, # (1)
CandidateStepArn: str,
CandidateStepName: str,AutoMLContainerDefinitionTypeDef#
# AutoMLContainerDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLContainerDefinitionTypeDef
def get_value() -> AutoMLContainerDefinitionTypeDef:
return {
"Image": ...,
}
# AutoMLContainerDefinitionTypeDef definition
class AutoMLContainerDefinitionTypeDef(TypedDict):
Image: str,
ModelDataUrl: str,
Environment: NotRequired[Dict[str, str]],FinalAutoMLJobObjectiveMetricTypeDef#
# FinalAutoMLJobObjectiveMetricTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FinalAutoMLJobObjectiveMetricTypeDef
def get_value() -> FinalAutoMLJobObjectiveMetricTypeDef:
return {
"Type": ...,
}
# FinalAutoMLJobObjectiveMetricTypeDef definition
class FinalAutoMLJobObjectiveMetricTypeDef(TypedDict):
MetricName: AutoMLMetricEnumType, # (2)
Value: float,
Type: NotRequired[AutoMLJobObjectiveTypeType], # (1)
StandardMetricName: NotRequired[AutoMLMetricEnumType], # (2)EmrServerlessComputeConfigTypeDef#
# EmrServerlessComputeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EmrServerlessComputeConfigTypeDef
def get_value() -> EmrServerlessComputeConfigTypeDef:
return {
"ExecutionRoleARN": ...,
}
# EmrServerlessComputeConfigTypeDef definition
class EmrServerlessComputeConfigTypeDef(TypedDict):
ExecutionRoleARN: str,AutoMLS3DataSourceTypeDef#
# AutoMLS3DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLS3DataSourceTypeDef
def get_value() -> AutoMLS3DataSourceTypeDef:
return {
"S3DataType": ...,
}
# AutoMLS3DataSourceTypeDef definition
class AutoMLS3DataSourceTypeDef(TypedDict):
S3DataType: AutoMLS3DataTypeType, # (1)
S3Uri: str,AutoMLDataSplitConfigTypeDef#
# AutoMLDataSplitConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLDataSplitConfigTypeDef
def get_value() -> AutoMLDataSplitConfigTypeDef:
return {
"ValidationFraction": ...,
}
# AutoMLDataSplitConfigTypeDef definition
class AutoMLDataSplitConfigTypeDef(TypedDict):
ValidationFraction: NotRequired[float],AutoMLJobArtifactsTypeDef#
# AutoMLJobArtifactsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobArtifactsTypeDef
def get_value() -> AutoMLJobArtifactsTypeDef:
return {
"CandidateDefinitionNotebookLocation": ...,
}
# AutoMLJobArtifactsTypeDef definition
class AutoMLJobArtifactsTypeDef(TypedDict):
CandidateDefinitionNotebookLocation: NotRequired[str],
DataExplorationNotebookLocation: NotRequired[str],AutoMLJobCompletionCriteriaTypeDef#
# AutoMLJobCompletionCriteriaTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobCompletionCriteriaTypeDef
def get_value() -> AutoMLJobCompletionCriteriaTypeDef:
return {
"MaxCandidates": ...,
}
# AutoMLJobCompletionCriteriaTypeDef definition
class AutoMLJobCompletionCriteriaTypeDef(TypedDict):
MaxCandidates: NotRequired[int],
MaxRuntimePerTrainingJobInSeconds: NotRequired[int],
MaxAutoMLJobRuntimeInSeconds: NotRequired[int],AutoMLJobObjectiveTypeDef#
# AutoMLJobObjectiveTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobObjectiveTypeDef
def get_value() -> AutoMLJobObjectiveTypeDef:
return {
"MetricName": ...,
}
# AutoMLJobObjectiveTypeDef definition
class AutoMLJobObjectiveTypeDef(TypedDict):
MetricName: AutoMLMetricEnumType, # (1)AutoMLJobStepMetadataTypeDef#
# AutoMLJobStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobStepMetadataTypeDef
def get_value() -> AutoMLJobStepMetadataTypeDef:
return {
"Arn": ...,
}
# AutoMLJobStepMetadataTypeDef definition
class AutoMLJobStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],AutoMLPartialFailureReasonTypeDef#
# AutoMLPartialFailureReasonTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLPartialFailureReasonTypeDef
def get_value() -> AutoMLPartialFailureReasonTypeDef:
return {
"PartialFailureMessage": ...,
}
# AutoMLPartialFailureReasonTypeDef definition
class AutoMLPartialFailureReasonTypeDef(TypedDict):
PartialFailureMessage: NotRequired[str],AutoMLOutputDataConfigTypeDef#
# AutoMLOutputDataConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLOutputDataConfigTypeDef
def get_value() -> AutoMLOutputDataConfigTypeDef:
return {
"KmsKeyId": ...,
}
# AutoMLOutputDataConfigTypeDef definition
class AutoMLOutputDataConfigTypeDef(TypedDict):
S3OutputPath: str,
KmsKeyId: NotRequired[str],TabularResolvedAttributesTypeDef#
# TabularResolvedAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TabularResolvedAttributesTypeDef
def get_value() -> TabularResolvedAttributesTypeDef:
return {
"ProblemType": ...,
}
# TabularResolvedAttributesTypeDef definition
class TabularResolvedAttributesTypeDef(TypedDict):
ProblemType: NotRequired[ProblemTypeType], # (1)- See ProblemTypeType
TextGenerationResolvedAttributesTypeDef#
# TextGenerationResolvedAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TextGenerationResolvedAttributesTypeDef
def get_value() -> TextGenerationResolvedAttributesTypeDef:
return {
"BaseModelName": ...,
}
# TextGenerationResolvedAttributesTypeDef definition
class TextGenerationResolvedAttributesTypeDef(TypedDict):
BaseModelName: NotRequired[str],VpcConfigOutputTypeDef#
# VpcConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VpcConfigOutputTypeDef
def get_value() -> VpcConfigOutputTypeDef:
return {
"SecurityGroupIds": ...,
}
# VpcConfigOutputTypeDef definition
class VpcConfigOutputTypeDef(TypedDict):
SecurityGroupIds: List[str],
Subnets: List[str],VpcConfigTypeDef#
# VpcConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VpcConfigTypeDef
def get_value() -> VpcConfigTypeDef:
return {
"SecurityGroupIds": ...,
}
# VpcConfigTypeDef definition
class VpcConfigTypeDef(TypedDict):
SecurityGroupIds: Sequence[str],
Subnets: Sequence[str],AutoParameterTypeDef#
# AutoParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoParameterTypeDef
def get_value() -> AutoParameterTypeDef:
return {
"Name": ...,
}
# AutoParameterTypeDef definition
class AutoParameterTypeDef(TypedDict):
Name: str,
ValueHint: str,AutotuneTypeDef#
# AutotuneTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutotuneTypeDef
def get_value() -> AutotuneTypeDef:
return {
"Mode": ...,
}
# AutotuneTypeDef definition
class AutotuneTypeDef(TypedDict):
Mode: AutotuneModeType, # (1)- See AutotuneModeType
BatchDataCaptureConfigTypeDef#
# BatchDataCaptureConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDataCaptureConfigTypeDef
def get_value() -> BatchDataCaptureConfigTypeDef:
return {
"DestinationS3Uri": ...,
}
# BatchDataCaptureConfigTypeDef definition
class BatchDataCaptureConfigTypeDef(TypedDict):
DestinationS3Uri: str,
KmsKeyId: NotRequired[str],
GenerateInferenceId: NotRequired[bool],BatchDeleteClusterNodesErrorTypeDef#
# BatchDeleteClusterNodesErrorTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDeleteClusterNodesErrorTypeDef
def get_value() -> BatchDeleteClusterNodesErrorTypeDef:
return {
"Code": ...,
}
# BatchDeleteClusterNodesErrorTypeDef definition
class BatchDeleteClusterNodesErrorTypeDef(TypedDict):
Code: BatchDeleteClusterNodesErrorCodeType, # (1)
Message: str,
NodeId: str,BatchDeleteClusterNodesRequestTypeDef#
# BatchDeleteClusterNodesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDeleteClusterNodesRequestTypeDef
def get_value() -> BatchDeleteClusterNodesRequestTypeDef:
return {
"ClusterName": ...,
}
# BatchDeleteClusterNodesRequestTypeDef definition
class BatchDeleteClusterNodesRequestTypeDef(TypedDict):
ClusterName: str,
NodeIds: Sequence[str],BatchDescribeModelPackageErrorTypeDef#
# BatchDescribeModelPackageErrorTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDescribeModelPackageErrorTypeDef
def get_value() -> BatchDescribeModelPackageErrorTypeDef:
return {
"ErrorCode": ...,
}
# BatchDescribeModelPackageErrorTypeDef definition
class BatchDescribeModelPackageErrorTypeDef(TypedDict):
ErrorCode: str,
ErrorResponse: str,BatchDescribeModelPackageInputTypeDef#
# BatchDescribeModelPackageInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDescribeModelPackageInputTypeDef
def get_value() -> BatchDescribeModelPackageInputTypeDef:
return {
"ModelPackageArnList": ...,
}
# BatchDescribeModelPackageInputTypeDef definition
class BatchDescribeModelPackageInputTypeDef(TypedDict):
ModelPackageArnList: Sequence[str],BestObjectiveNotImprovingTypeDef#
# BestObjectiveNotImprovingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BestObjectiveNotImprovingTypeDef
def get_value() -> BestObjectiveNotImprovingTypeDef:
return {
"MaxNumberOfTrainingJobsNotImproving": ...,
}
# BestObjectiveNotImprovingTypeDef definition
class BestObjectiveNotImprovingTypeDef(TypedDict):
MaxNumberOfTrainingJobsNotImproving: NotRequired[int],MetricsSourceTypeDef#
# MetricsSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetricsSourceTypeDef
def get_value() -> MetricsSourceTypeDef:
return {
"ContentType": ...,
}
# MetricsSourceTypeDef definition
class MetricsSourceTypeDef(TypedDict):
ContentType: str,
S3Uri: str,
ContentDigest: NotRequired[str],CacheHitResultTypeDef#
# CacheHitResultTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CacheHitResultTypeDef
def get_value() -> CacheHitResultTypeDef:
return {
"SourcePipelineExecutionArn": ...,
}
# CacheHitResultTypeDef definition
class CacheHitResultTypeDef(TypedDict):
SourcePipelineExecutionArn: NotRequired[str],OutputParameterTypeDef#
# OutputParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OutputParameterTypeDef
def get_value() -> OutputParameterTypeDef:
return {
"Name": ...,
}
# OutputParameterTypeDef definition
class OutputParameterTypeDef(TypedDict):
Name: str,
Value: str,CandidateArtifactLocationsTypeDef#
# CandidateArtifactLocationsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CandidateArtifactLocationsTypeDef
def get_value() -> CandidateArtifactLocationsTypeDef:
return {
"Explainability": ...,
}
# CandidateArtifactLocationsTypeDef definition
class CandidateArtifactLocationsTypeDef(TypedDict):
Explainability: str,
ModelInsights: NotRequired[str],
BacktestResults: NotRequired[str],MetricDatumTypeDef#
# MetricDatumTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetricDatumTypeDef
def get_value() -> MetricDatumTypeDef:
return {
"MetricName": ...,
}
# MetricDatumTypeDef definition
class MetricDatumTypeDef(TypedDict):
MetricName: NotRequired[AutoMLMetricEnumType], # (1)
Value: NotRequired[float],
Set: NotRequired[MetricSetSourceType], # (2)
StandardMetricName: NotRequired[AutoMLMetricExtendedEnumType], # (3)DirectDeploySettingsTypeDef#
# DirectDeploySettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DirectDeploySettingsTypeDef
def get_value() -> DirectDeploySettingsTypeDef:
return {
"Status": ...,
}
# DirectDeploySettingsTypeDef definition
class DirectDeploySettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)EmrServerlessSettingsTypeDef#
# EmrServerlessSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EmrServerlessSettingsTypeDef
def get_value() -> EmrServerlessSettingsTypeDef:
return {
"ExecutionRoleArn": ...,
}
# EmrServerlessSettingsTypeDef definition
class EmrServerlessSettingsTypeDef(TypedDict):
ExecutionRoleArn: NotRequired[str],
Status: NotRequired[FeatureStatusType], # (1)GenerativeAiSettingsTypeDef#
# GenerativeAiSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GenerativeAiSettingsTypeDef
def get_value() -> GenerativeAiSettingsTypeDef:
return {
"AmazonBedrockRoleArn": ...,
}
# GenerativeAiSettingsTypeDef definition
class GenerativeAiSettingsTypeDef(TypedDict):
AmazonBedrockRoleArn: NotRequired[str],IdentityProviderOAuthSettingTypeDef#
# IdentityProviderOAuthSettingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IdentityProviderOAuthSettingTypeDef
def get_value() -> IdentityProviderOAuthSettingTypeDef:
return {
"DataSourceName": ...,
}
# IdentityProviderOAuthSettingTypeDef definition
class IdentityProviderOAuthSettingTypeDef(TypedDict):
DataSourceName: NotRequired[DataSourceNameType], # (1)
Status: NotRequired[FeatureStatusType], # (2)
SecretArn: NotRequired[str],- See DataSourceNameType
- See FeatureStatusType
KendraSettingsTypeDef#
# KendraSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KendraSettingsTypeDef
def get_value() -> KendraSettingsTypeDef:
return {
"Status": ...,
}
# KendraSettingsTypeDef definition
class KendraSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)ModelRegisterSettingsTypeDef#
# ModelRegisterSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelRegisterSettingsTypeDef
def get_value() -> ModelRegisterSettingsTypeDef:
return {
"Status": ...,
}
# ModelRegisterSettingsTypeDef definition
class ModelRegisterSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
CrossAccountModelRegisterRoleArn: NotRequired[str],TimeSeriesForecastingSettingsTypeDef#
# TimeSeriesForecastingSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesForecastingSettingsTypeDef
def get_value() -> TimeSeriesForecastingSettingsTypeDef:
return {
"Status": ...,
}
# TimeSeriesForecastingSettingsTypeDef definition
class TimeSeriesForecastingSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
AmazonForecastRoleArn: NotRequired[str],WorkspaceSettingsTypeDef#
# WorkspaceSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkspaceSettingsTypeDef
def get_value() -> WorkspaceSettingsTypeDef:
return {
"S3ArtifactPath": ...,
}
# WorkspaceSettingsTypeDef definition
class WorkspaceSettingsTypeDef(TypedDict):
S3ArtifactPath: NotRequired[str],
S3KmsKeyId: NotRequired[str],CapacitySizeTypeDef#
# CapacitySizeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CapacitySizeTypeDef
def get_value() -> CapacitySizeTypeDef:
return {
"Type": ...,
}
# CapacitySizeTypeDef definition
class CapacitySizeTypeDef(TypedDict):
Type: CapacitySizeTypeType, # (1)
Value: int,CaptureContentTypeHeaderOutputTypeDef#
# CaptureContentTypeHeaderOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CaptureContentTypeHeaderOutputTypeDef
def get_value() -> CaptureContentTypeHeaderOutputTypeDef:
return {
"CsvContentTypes": ...,
}
# CaptureContentTypeHeaderOutputTypeDef definition
class CaptureContentTypeHeaderOutputTypeDef(TypedDict):
CsvContentTypes: NotRequired[List[str]],
JsonContentTypes: NotRequired[List[str]],CaptureContentTypeHeaderTypeDef#
# CaptureContentTypeHeaderTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CaptureContentTypeHeaderTypeDef
def get_value() -> CaptureContentTypeHeaderTypeDef:
return {
"CsvContentTypes": ...,
}
# CaptureContentTypeHeaderTypeDef definition
class CaptureContentTypeHeaderTypeDef(TypedDict):
CsvContentTypes: NotRequired[Sequence[str]],
JsonContentTypes: NotRequired[Sequence[str]],CaptureOptionTypeDef#
# CaptureOptionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CaptureOptionTypeDef
def get_value() -> CaptureOptionTypeDef:
return {
"CaptureMode": ...,
}
# CaptureOptionTypeDef definition
class CaptureOptionTypeDef(TypedDict):
CaptureMode: CaptureModeType, # (1)- See CaptureModeType
CategoricalParameterOutputTypeDef#
# CategoricalParameterOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterOutputTypeDef
def get_value() -> CategoricalParameterOutputTypeDef:
return {
"Name": ...,
}
# CategoricalParameterOutputTypeDef definition
class CategoricalParameterOutputTypeDef(TypedDict):
Name: str,
Value: List[str],CategoricalParameterRangeOutputTypeDef#
# CategoricalParameterRangeOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterRangeOutputTypeDef
def get_value() -> CategoricalParameterRangeOutputTypeDef:
return {
"Name": ...,
}
# CategoricalParameterRangeOutputTypeDef definition
class CategoricalParameterRangeOutputTypeDef(TypedDict):
Name: str,
Values: List[str],CategoricalParameterRangeSpecificationOutputTypeDef#
# CategoricalParameterRangeSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterRangeSpecificationOutputTypeDef
def get_value() -> CategoricalParameterRangeSpecificationOutputTypeDef:
return {
"Values": ...,
}
# CategoricalParameterRangeSpecificationOutputTypeDef definition
class CategoricalParameterRangeSpecificationOutputTypeDef(TypedDict):
Values: List[str],CategoricalParameterRangeSpecificationTypeDef#
# CategoricalParameterRangeSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterRangeSpecificationTypeDef
def get_value() -> CategoricalParameterRangeSpecificationTypeDef:
return {
"Values": ...,
}
# CategoricalParameterRangeSpecificationTypeDef definition
class CategoricalParameterRangeSpecificationTypeDef(TypedDict):
Values: Sequence[str],CategoricalParameterRangeTypeDef#
# CategoricalParameterRangeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterRangeTypeDef
def get_value() -> CategoricalParameterRangeTypeDef:
return {
"Name": ...,
}
# CategoricalParameterRangeTypeDef definition
class CategoricalParameterRangeTypeDef(TypedDict):
Name: str,
Values: Sequence[str],CategoricalParameterTypeDef#
# CategoricalParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CategoricalParameterTypeDef
def get_value() -> CategoricalParameterTypeDef:
return {
"Name": ...,
}
# CategoricalParameterTypeDef definition
class CategoricalParameterTypeDef(TypedDict):
Name: str,
Value: Sequence[str],ShuffleConfigTypeDef#
# ShuffleConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ShuffleConfigTypeDef
def get_value() -> ShuffleConfigTypeDef:
return {
"Seed": ...,
}
# ShuffleConfigTypeDef definition
class ShuffleConfigTypeDef(TypedDict):
Seed: int,ChannelSpecificationOutputTypeDef#
# ChannelSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ChannelSpecificationOutputTypeDef
def get_value() -> ChannelSpecificationOutputTypeDef:
return {
"Name": ...,
}
# ChannelSpecificationOutputTypeDef definition
class ChannelSpecificationOutputTypeDef(TypedDict):
Name: str,
SupportedContentTypes: List[str],
SupportedInputModes: List[TrainingInputModeType], # (2)
Description: NotRequired[str],
IsRequired: NotRequired[bool],
SupportedCompressionTypes: NotRequired[List[CompressionTypeType]], # (1)ChannelSpecificationTypeDef#
# ChannelSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ChannelSpecificationTypeDef
def get_value() -> ChannelSpecificationTypeDef:
return {
"Name": ...,
}
# ChannelSpecificationTypeDef definition
class ChannelSpecificationTypeDef(TypedDict):
Name: str,
SupportedContentTypes: Sequence[str],
SupportedInputModes: Sequence[TrainingInputModeType], # (2)
Description: NotRequired[str],
IsRequired: NotRequired[bool],
SupportedCompressionTypes: NotRequired[Sequence[CompressionTypeType]], # (1)CheckpointConfigTypeDef#
# CheckpointConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CheckpointConfigTypeDef
def get_value() -> CheckpointConfigTypeDef:
return {
"S3Uri": ...,
}
# CheckpointConfigTypeDef definition
class CheckpointConfigTypeDef(TypedDict):
S3Uri: str,
LocalPath: NotRequired[str],ClarifyCheckStepMetadataTypeDef#
# ClarifyCheckStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyCheckStepMetadataTypeDef
def get_value() -> ClarifyCheckStepMetadataTypeDef:
return {
"CheckType": ...,
}
# ClarifyCheckStepMetadataTypeDef definition
class ClarifyCheckStepMetadataTypeDef(TypedDict):
CheckType: NotRequired[str],
BaselineUsedForDriftCheckConstraints: NotRequired[str],
CalculatedBaselineConstraints: NotRequired[str],
ModelPackageGroupName: NotRequired[str],
ViolationReport: NotRequired[str],
CheckJobArn: NotRequired[str],
SkipCheck: NotRequired[bool],
RegisterNewBaseline: NotRequired[bool],ClarifyInferenceConfigOutputTypeDef#
# ClarifyInferenceConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyInferenceConfigOutputTypeDef
def get_value() -> ClarifyInferenceConfigOutputTypeDef:
return {
"FeaturesAttribute": ...,
}
# ClarifyInferenceConfigOutputTypeDef definition
class ClarifyInferenceConfigOutputTypeDef(TypedDict):
FeaturesAttribute: NotRequired[str],
ContentTemplate: NotRequired[str],
MaxRecordCount: NotRequired[int],
MaxPayloadInMB: NotRequired[int],
ProbabilityIndex: NotRequired[int],
LabelIndex: NotRequired[int],
ProbabilityAttribute: NotRequired[str],
LabelAttribute: NotRequired[str],
LabelHeaders: NotRequired[List[str]],
FeatureHeaders: NotRequired[List[str]],
FeatureTypes: NotRequired[List[ClarifyFeatureTypeType]], # (1)ClarifyInferenceConfigTypeDef#
# ClarifyInferenceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyInferenceConfigTypeDef
def get_value() -> ClarifyInferenceConfigTypeDef:
return {
"FeaturesAttribute": ...,
}
# ClarifyInferenceConfigTypeDef definition
class ClarifyInferenceConfigTypeDef(TypedDict):
FeaturesAttribute: NotRequired[str],
ContentTemplate: NotRequired[str],
MaxRecordCount: NotRequired[int],
MaxPayloadInMB: NotRequired[int],
ProbabilityIndex: NotRequired[int],
LabelIndex: NotRequired[int],
ProbabilityAttribute: NotRequired[str],
LabelAttribute: NotRequired[str],
LabelHeaders: NotRequired[Sequence[str]],
FeatureHeaders: NotRequired[Sequence[str]],
FeatureTypes: NotRequired[Sequence[ClarifyFeatureTypeType]], # (1)ClarifyShapBaselineConfigTypeDef#
# ClarifyShapBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyShapBaselineConfigTypeDef
def get_value() -> ClarifyShapBaselineConfigTypeDef:
return {
"MimeType": ...,
}
# ClarifyShapBaselineConfigTypeDef definition
class ClarifyShapBaselineConfigTypeDef(TypedDict):
MimeType: NotRequired[str],
ShapBaseline: NotRequired[str],
ShapBaselineUri: NotRequired[str],ClarifyTextConfigTypeDef#
# ClarifyTextConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyTextConfigTypeDef
def get_value() -> ClarifyTextConfigTypeDef:
return {
"Language": ...,
}
# ClarifyTextConfigTypeDef definition
class ClarifyTextConfigTypeDef(TypedDict):
Language: ClarifyTextLanguageType, # (1)
Granularity: ClarifyTextGranularityType, # (2)ClusterEbsVolumeConfigTypeDef#
# ClusterEbsVolumeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterEbsVolumeConfigTypeDef
def get_value() -> ClusterEbsVolumeConfigTypeDef:
return {
"VolumeSizeInGB": ...,
}
# ClusterEbsVolumeConfigTypeDef definition
class ClusterEbsVolumeConfigTypeDef(TypedDict):
VolumeSizeInGB: int,ClusterLifeCycleConfigTypeDef#
# ClusterLifeCycleConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterLifeCycleConfigTypeDef
def get_value() -> ClusterLifeCycleConfigTypeDef:
return {
"SourceS3Uri": ...,
}
# ClusterLifeCycleConfigTypeDef definition
class ClusterLifeCycleConfigTypeDef(TypedDict):
SourceS3Uri: str,
OnCreate: str,ClusterInstancePlacementTypeDef#
# ClusterInstancePlacementTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterInstancePlacementTypeDef
def get_value() -> ClusterInstancePlacementTypeDef:
return {
"AvailabilityZone": ...,
}
# ClusterInstancePlacementTypeDef definition
class ClusterInstancePlacementTypeDef(TypedDict):
AvailabilityZone: NotRequired[str],
AvailabilityZoneId: NotRequired[str],ClusterInstanceStatusDetailsTypeDef#
# ClusterInstanceStatusDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterInstanceStatusDetailsTypeDef
def get_value() -> ClusterInstanceStatusDetailsTypeDef:
return {
"Status": ...,
}
# ClusterInstanceStatusDetailsTypeDef definition
class ClusterInstanceStatusDetailsTypeDef(TypedDict):
Status: ClusterInstanceStatusType, # (1)
Message: NotRequired[str],ClusterOrchestratorEksConfigTypeDef#
# ClusterOrchestratorEksConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterOrchestratorEksConfigTypeDef
def get_value() -> ClusterOrchestratorEksConfigTypeDef:
return {
"ClusterArn": ...,
}
# ClusterOrchestratorEksConfigTypeDef definition
class ClusterOrchestratorEksConfigTypeDef(TypedDict):
ClusterArn: str,ClusterSchedulerConfigSummaryTypeDef#
# ClusterSchedulerConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterSchedulerConfigSummaryTypeDef
def get_value() -> ClusterSchedulerConfigSummaryTypeDef:
return {
"ClusterSchedulerConfigArn": ...,
}
# ClusterSchedulerConfigSummaryTypeDef definition
class ClusterSchedulerConfigSummaryTypeDef(TypedDict):
ClusterSchedulerConfigArn: str,
ClusterSchedulerConfigId: str,
Name: str,
CreationTime: datetime,
Status: SchedulerResourceStatusType, # (1)
ClusterSchedulerConfigVersion: NotRequired[int],
LastModifiedTime: NotRequired[datetime],
ClusterArn: NotRequired[str],ClusterSummaryTypeDef#
# ClusterSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterSummaryTypeDef
def get_value() -> ClusterSummaryTypeDef:
return {
"ClusterArn": ...,
}
# ClusterSummaryTypeDef definition
class ClusterSummaryTypeDef(TypedDict):
ClusterArn: str,
ClusterName: str,
CreationTime: datetime,
ClusterStatus: ClusterStatusType, # (1)
TrainingPlanArns: NotRequired[List[str]],ContainerConfigOutputTypeDef#
# ContainerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContainerConfigOutputTypeDef
def get_value() -> ContainerConfigOutputTypeDef:
return {
"ContainerArguments": ...,
}
# ContainerConfigOutputTypeDef definition
class ContainerConfigOutputTypeDef(TypedDict):
ContainerArguments: NotRequired[List[str]],
ContainerEntrypoint: NotRequired[List[str]],
ContainerEnvironmentVariables: NotRequired[Dict[str, str]],FileSystemConfigTypeDef#
# FileSystemConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FileSystemConfigTypeDef
def get_value() -> FileSystemConfigTypeDef:
return {
"MountPath": ...,
}
# FileSystemConfigTypeDef definition
class FileSystemConfigTypeDef(TypedDict):
MountPath: NotRequired[str],
DefaultUid: NotRequired[int],
DefaultGid: NotRequired[int],ContainerConfigTypeDef#
# ContainerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContainerConfigTypeDef
def get_value() -> ContainerConfigTypeDef:
return {
"ContainerArguments": ...,
}
# ContainerConfigTypeDef definition
class ContainerConfigTypeDef(TypedDict):
ContainerArguments: NotRequired[Sequence[str]],
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerEnvironmentVariables: NotRequired[Mapping[str, str]],CustomImageTypeDef#
# CustomImageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CustomImageTypeDef
def get_value() -> CustomImageTypeDef:
return {
"ImageName": ...,
}
# CustomImageTypeDef definition
class CustomImageTypeDef(TypedDict):
ImageName: str,
AppImageConfigName: str,
ImageVersionNumber: NotRequired[int],GitConfigTypeDef#
# GitConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GitConfigTypeDef
def get_value() -> GitConfigTypeDef:
return {
"RepositoryUrl": ...,
}
# GitConfigTypeDef definition
class GitConfigTypeDef(TypedDict):
RepositoryUrl: str,
Branch: NotRequired[str],
SecretArn: NotRequired[str],CodeRepositoryTypeDef#
# CodeRepositoryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeRepositoryTypeDef
def get_value() -> CodeRepositoryTypeDef:
return {
"RepositoryUrl": ...,
}
# CodeRepositoryTypeDef definition
class CodeRepositoryTypeDef(TypedDict):
RepositoryUrl: str,CognitoConfigTypeDef#
# CognitoConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CognitoConfigTypeDef
def get_value() -> CognitoConfigTypeDef:
return {
"UserPool": ...,
}
# CognitoConfigTypeDef definition
class CognitoConfigTypeDef(TypedDict):
UserPool: str,
ClientId: str,CognitoMemberDefinitionTypeDef#
# CognitoMemberDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CognitoMemberDefinitionTypeDef
def get_value() -> CognitoMemberDefinitionTypeDef:
return {
"UserPool": ...,
}
# CognitoMemberDefinitionTypeDef definition
class CognitoMemberDefinitionTypeDef(TypedDict):
UserPool: str,
UserGroup: str,
ClientId: str,VectorConfigTypeDef#
# VectorConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VectorConfigTypeDef
def get_value() -> VectorConfigTypeDef:
return {
"Dimension": ...,
}
# VectorConfigTypeDef definition
class VectorConfigTypeDef(TypedDict):
Dimension: int,CollectionConfigurationOutputTypeDef#
# CollectionConfigurationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CollectionConfigurationOutputTypeDef
def get_value() -> CollectionConfigurationOutputTypeDef:
return {
"CollectionName": ...,
}
# CollectionConfigurationOutputTypeDef definition
class CollectionConfigurationOutputTypeDef(TypedDict):
CollectionName: NotRequired[str],
CollectionParameters: NotRequired[Dict[str, str]],CollectionConfigurationTypeDef#
# CollectionConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CollectionConfigurationTypeDef
def get_value() -> CollectionConfigurationTypeDef:
return {
"CollectionName": ...,
}
# CollectionConfigurationTypeDef definition
class CollectionConfigurationTypeDef(TypedDict):
CollectionName: NotRequired[str],
CollectionParameters: NotRequired[Mapping[str, str]],CompilationJobSummaryTypeDef#
# CompilationJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CompilationJobSummaryTypeDef
def get_value() -> CompilationJobSummaryTypeDef:
return {
"CompilationJobName": ...,
}
# CompilationJobSummaryTypeDef definition
class CompilationJobSummaryTypeDef(TypedDict):
CompilationJobName: str,
CompilationJobArn: str,
CreationTime: datetime,
CompilationJobStatus: CompilationJobStatusType, # (5)
CompilationStartTime: NotRequired[datetime],
CompilationEndTime: NotRequired[datetime],
CompilationTargetDevice: NotRequired[TargetDeviceType], # (1)
CompilationTargetPlatformOs: NotRequired[TargetPlatformOsType], # (2)
CompilationTargetPlatformArch: NotRequired[TargetPlatformArchType], # (3)
CompilationTargetPlatformAccelerator: NotRequired[TargetPlatformAcceleratorType], # (4)
LastModifiedTime: NotRequired[datetime],- See TargetDeviceType
- See TargetPlatformOsType
- See TargetPlatformArchType
- See TargetPlatformAcceleratorType
- See CompilationJobStatusType
ComputeQuotaResourceConfigTypeDef#
# ComputeQuotaResourceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaResourceConfigTypeDef
def get_value() -> ComputeQuotaResourceConfigTypeDef:
return {
"InstanceType": ...,
}
# ComputeQuotaResourceConfigTypeDef definition
class ComputeQuotaResourceConfigTypeDef(TypedDict):
InstanceType: ClusterInstanceTypeType, # (1)
Count: int,ResourceSharingConfigTypeDef#
# ResourceSharingConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceSharingConfigTypeDef
def get_value() -> ResourceSharingConfigTypeDef:
return {
"Strategy": ...,
}
# ResourceSharingConfigTypeDef definition
class ResourceSharingConfigTypeDef(TypedDict):
Strategy: ResourceSharingStrategyType, # (1)
BorrowLimit: NotRequired[int],ComputeQuotaTargetTypeDef#
# ComputeQuotaTargetTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaTargetTypeDef
def get_value() -> ComputeQuotaTargetTypeDef:
return {
"TeamName": ...,
}
# ComputeQuotaTargetTypeDef definition
class ComputeQuotaTargetTypeDef(TypedDict):
TeamName: str,
FairShareWeight: NotRequired[int],ConditionStepMetadataTypeDef#
# ConditionStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ConditionStepMetadataTypeDef
def get_value() -> ConditionStepMetadataTypeDef:
return {
"Outcome": ...,
}
# ConditionStepMetadataTypeDef definition
class ConditionStepMetadataTypeDef(TypedDict):
Outcome: NotRequired[ConditionOutcomeType], # (1)MultiModelConfigTypeDef#
# MultiModelConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MultiModelConfigTypeDef
def get_value() -> MultiModelConfigTypeDef:
return {
"ModelCacheSetting": ...,
}
# MultiModelConfigTypeDef definition
class MultiModelConfigTypeDef(TypedDict):
ModelCacheSetting: NotRequired[ModelCacheSettingType], # (1)ContextSourceTypeDef#
# ContextSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContextSourceTypeDef
def get_value() -> ContextSourceTypeDef:
return {
"SourceUri": ...,
}
# ContextSourceTypeDef definition
class ContextSourceTypeDef(TypedDict):
SourceUri: str,
SourceType: NotRequired[str],
SourceId: NotRequired[str],ContinuousParameterRangeSpecificationTypeDef#
# ContinuousParameterRangeSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContinuousParameterRangeSpecificationTypeDef
def get_value() -> ContinuousParameterRangeSpecificationTypeDef:
return {
"MinValue": ...,
}
# ContinuousParameterRangeSpecificationTypeDef definition
class ContinuousParameterRangeSpecificationTypeDef(TypedDict):
MinValue: str,
MaxValue: str,ContinuousParameterRangeTypeDef#
# ContinuousParameterRangeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContinuousParameterRangeTypeDef
def get_value() -> ContinuousParameterRangeTypeDef:
return {
"Name": ...,
}
# ContinuousParameterRangeTypeDef definition
class ContinuousParameterRangeTypeDef(TypedDict):
Name: str,
MinValue: str,
MaxValue: str,
ScalingType: NotRequired[HyperParameterScalingTypeType], # (1)ConvergenceDetectedTypeDef#
# ConvergenceDetectedTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ConvergenceDetectedTypeDef
def get_value() -> ConvergenceDetectedTypeDef:
return {
"CompleteOnConvergence": ...,
}
# ConvergenceDetectedTypeDef definition
class ConvergenceDetectedTypeDef(TypedDict):
CompleteOnConvergence: NotRequired[CompleteOnConvergenceType], # (1)MetadataPropertiesTypeDef#
# MetadataPropertiesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetadataPropertiesTypeDef
def get_value() -> MetadataPropertiesTypeDef:
return {
"CommitId": ...,
}
# MetadataPropertiesTypeDef definition
class MetadataPropertiesTypeDef(TypedDict):
CommitId: NotRequired[str],
Repository: NotRequired[str],
GeneratedBy: NotRequired[str],
ProjectId: NotRequired[str],ModelDeployConfigTypeDef#
# ModelDeployConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDeployConfigTypeDef
def get_value() -> ModelDeployConfigTypeDef:
return {
"AutoGenerateEndpointName": ...,
}
# ModelDeployConfigTypeDef definition
class ModelDeployConfigTypeDef(TypedDict):
AutoGenerateEndpointName: NotRequired[bool],
EndpointName: NotRequired[str],InputConfigTypeDef#
# InputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InputConfigTypeDef
def get_value() -> InputConfigTypeDef:
return {
"S3Uri": ...,
}
# InputConfigTypeDef definition
class InputConfigTypeDef(TypedDict):
S3Uri: str,
Framework: FrameworkType, # (1)
DataInputConfig: NotRequired[str],
FrameworkVersion: NotRequired[str],- See FrameworkType
StoppingConditionTypeDef#
# StoppingConditionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StoppingConditionTypeDef
def get_value() -> StoppingConditionTypeDef:
return {
"MaxRuntimeInSeconds": ...,
}
# StoppingConditionTypeDef definition
class StoppingConditionTypeDef(TypedDict):
MaxRuntimeInSeconds: NotRequired[int],
MaxWaitTimeInSeconds: NotRequired[int],
MaxPendingTimeInSeconds: NotRequired[int],MonitoringStoppingConditionTypeDef#
# MonitoringStoppingConditionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringStoppingConditionTypeDef
def get_value() -> MonitoringStoppingConditionTypeDef:
return {
"MaxRuntimeInSeconds": ...,
}
# MonitoringStoppingConditionTypeDef definition
class MonitoringStoppingConditionTypeDef(TypedDict):
MaxRuntimeInSeconds: int,EdgeOutputConfigTypeDef#
# EdgeOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeOutputConfigTypeDef
def get_value() -> EdgeOutputConfigTypeDef:
return {
"S3OutputLocation": ...,
}
# EdgeOutputConfigTypeDef definition
class EdgeOutputConfigTypeDef(TypedDict):
S3OutputLocation: str,
KmsKeyId: NotRequired[str],
PresetDeploymentType: NotRequired[EdgePresetDeploymentTypeType], # (1)
PresetDeploymentConfig: NotRequired[str],EdgeDeploymentModelConfigTypeDef#
# EdgeDeploymentModelConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeDeploymentModelConfigTypeDef
def get_value() -> EdgeDeploymentModelConfigTypeDef:
return {
"ModelHandle": ...,
}
# EdgeDeploymentModelConfigTypeDef definition
class EdgeDeploymentModelConfigTypeDef(TypedDict):
ModelHandle: str,
EdgePackagingJobName: str,ThroughputConfigTypeDef#
# ThroughputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ThroughputConfigTypeDef
def get_value() -> ThroughputConfigTypeDef:
return {
"ThroughputMode": ...,
}
# ThroughputConfigTypeDef definition
class ThroughputConfigTypeDef(TypedDict):
ThroughputMode: ThroughputModeType, # (1)
ProvisionedReadCapacityUnits: NotRequired[int],
ProvisionedWriteCapacityUnits: NotRequired[int],FlowDefinitionOutputConfigTypeDef#
# FlowDefinitionOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FlowDefinitionOutputConfigTypeDef
def get_value() -> FlowDefinitionOutputConfigTypeDef:
return {
"S3OutputPath": ...,
}
# FlowDefinitionOutputConfigTypeDef definition
class FlowDefinitionOutputConfigTypeDef(TypedDict):
S3OutputPath: str,
KmsKeyId: NotRequired[str],HumanLoopRequestSourceTypeDef#
# HumanLoopRequestSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanLoopRequestSourceTypeDef
def get_value() -> HumanLoopRequestSourceTypeDef:
return {
"AwsManagedHumanLoopRequestSource": ...,
}
# HumanLoopRequestSourceTypeDef definition
class HumanLoopRequestSourceTypeDef(TypedDict):
AwsManagedHumanLoopRequestSource: AwsManagedHumanLoopRequestSourceType, # (1)HubS3StorageConfigTypeDef#
# HubS3StorageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HubS3StorageConfigTypeDef
def get_value() -> HubS3StorageConfigTypeDef:
return {
"S3OutputPath": ...,
}
# HubS3StorageConfigTypeDef definition
class HubS3StorageConfigTypeDef(TypedDict):
S3OutputPath: NotRequired[str],UiTemplateTypeDef#
# UiTemplateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UiTemplateTypeDef
def get_value() -> UiTemplateTypeDef:
return {
"Content": ...,
}
# UiTemplateTypeDef definition
class UiTemplateTypeDef(TypedDict):
Content: str,CreateImageVersionRequestTypeDef#
# CreateImageVersionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateImageVersionRequestTypeDef
def get_value() -> CreateImageVersionRequestTypeDef:
return {
"BaseImage": ...,
}
# CreateImageVersionRequestTypeDef definition
class CreateImageVersionRequestTypeDef(TypedDict):
BaseImage: str,
ClientToken: str,
ImageName: str,
Aliases: NotRequired[Sequence[str]],
VendorGuidance: NotRequired[VendorGuidanceType], # (1)
JobType: NotRequired[JobTypeType], # (2)
MLFramework: NotRequired[str],
ProgrammingLang: NotRequired[str],
Processor: NotRequired[ProcessorType], # (3)
Horovod: NotRequired[bool],
ReleaseNotes: NotRequired[str],- See VendorGuidanceType
- See JobTypeType
- See ProcessorType
InferenceComponentRuntimeConfigTypeDef#
# InferenceComponentRuntimeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentRuntimeConfigTypeDef
def get_value() -> InferenceComponentRuntimeConfigTypeDef:
return {
"CopyCount": ...,
}
# InferenceComponentRuntimeConfigTypeDef definition
class InferenceComponentRuntimeConfigTypeDef(TypedDict):
CopyCount: int,LabelingJobOutputConfigTypeDef#
# LabelingJobOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobOutputConfigTypeDef
def get_value() -> LabelingJobOutputConfigTypeDef:
return {
"S3OutputPath": ...,
}
# LabelingJobOutputConfigTypeDef definition
class LabelingJobOutputConfigTypeDef(TypedDict):
S3OutputPath: str,
KmsKeyId: NotRequired[str],
SnsTopicArn: NotRequired[str],LabelingJobStoppingConditionsTypeDef#
# LabelingJobStoppingConditionsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobStoppingConditionsTypeDef
def get_value() -> LabelingJobStoppingConditionsTypeDef:
return {
"MaxHumanLabeledObjectCount": ...,
}
# LabelingJobStoppingConditionsTypeDef definition
class LabelingJobStoppingConditionsTypeDef(TypedDict):
MaxHumanLabeledObjectCount: NotRequired[int],
MaxPercentageOfInputDatasetLabeled: NotRequired[int],ModelCardExportOutputConfigTypeDef#
# ModelCardExportOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardExportOutputConfigTypeDef
def get_value() -> ModelCardExportOutputConfigTypeDef:
return {
"S3OutputPath": ...,
}
# ModelCardExportOutputConfigTypeDef definition
class ModelCardExportOutputConfigTypeDef(TypedDict):
S3OutputPath: str,ModelCardSecurityConfigTypeDef#
# ModelCardSecurityConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardSecurityConfigTypeDef
def get_value() -> ModelCardSecurityConfigTypeDef:
return {
"KmsKeyId": ...,
}
# ModelCardSecurityConfigTypeDef definition
class ModelCardSecurityConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],InferenceExecutionConfigTypeDef#
# InferenceExecutionConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExecutionConfigTypeDef
def get_value() -> InferenceExecutionConfigTypeDef:
return {
"Mode": ...,
}
# InferenceExecutionConfigTypeDef definition
class InferenceExecutionConfigTypeDef(TypedDict):
Mode: InferenceExecutionModeType, # (1)ModelLifeCycleTypeDef#
# ModelLifeCycleTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelLifeCycleTypeDef
def get_value() -> ModelLifeCycleTypeDef:
return {
"Stage": ...,
}
# ModelLifeCycleTypeDef definition
class ModelLifeCycleTypeDef(TypedDict):
Stage: str,
StageStatus: str,
StageDescription: NotRequired[str],ModelPackageModelCardTypeDef#
# ModelPackageModelCardTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageModelCardTypeDef
def get_value() -> ModelPackageModelCardTypeDef:
return {
"ModelCardContent": ...,
}
# ModelPackageModelCardTypeDef definition
class ModelPackageModelCardTypeDef(TypedDict):
ModelCardContent: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)ModelPackageSecurityConfigTypeDef#
# ModelPackageSecurityConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageSecurityConfigTypeDef
def get_value() -> ModelPackageSecurityConfigTypeDef:
return {
"KmsKeyId": ...,
}
# ModelPackageSecurityConfigTypeDef definition
class ModelPackageSecurityConfigTypeDef(TypedDict):
KmsKeyId: str,InstanceMetadataServiceConfigurationTypeDef#
# InstanceMetadataServiceConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InstanceMetadataServiceConfigurationTypeDef
def get_value() -> InstanceMetadataServiceConfigurationTypeDef:
return {
"MinimumInstanceMetadataServiceVersion": ...,
}
# InstanceMetadataServiceConfigurationTypeDef definition
class InstanceMetadataServiceConfigurationTypeDef(TypedDict):
MinimumInstanceMetadataServiceVersion: str,NotebookInstanceLifecycleHookTypeDef#
# NotebookInstanceLifecycleHookTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NotebookInstanceLifecycleHookTypeDef
def get_value() -> NotebookInstanceLifecycleHookTypeDef:
return {
"Content": ...,
}
# NotebookInstanceLifecycleHookTypeDef definition
class NotebookInstanceLifecycleHookTypeDef(TypedDict):
Content: NotRequired[str],OptimizationJobOutputConfigTypeDef#
# OptimizationJobOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationJobOutputConfigTypeDef
def get_value() -> OptimizationJobOutputConfigTypeDef:
return {
"KmsKeyId": ...,
}
# OptimizationJobOutputConfigTypeDef definition
class OptimizationJobOutputConfigTypeDef(TypedDict):
S3OutputLocation: str,
KmsKeyId: NotRequired[str],CreatePartnerAppPresignedUrlRequestTypeDef#
# CreatePartnerAppPresignedUrlRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePartnerAppPresignedUrlRequestTypeDef
def get_value() -> CreatePartnerAppPresignedUrlRequestTypeDef:
return {
"Arn": ...,
}
# CreatePartnerAppPresignedUrlRequestTypeDef definition
class CreatePartnerAppPresignedUrlRequestTypeDef(TypedDict):
Arn: str,
ExpiresInSeconds: NotRequired[int],
SessionExpirationDurationInSeconds: NotRequired[int],PartnerAppMaintenanceConfigTypeDef#
# PartnerAppMaintenanceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PartnerAppMaintenanceConfigTypeDef
def get_value() -> PartnerAppMaintenanceConfigTypeDef:
return {
"MaintenanceWindowStart": ...,
}
# PartnerAppMaintenanceConfigTypeDef definition
class PartnerAppMaintenanceConfigTypeDef(TypedDict):
MaintenanceWindowStart: NotRequired[str],ParallelismConfigurationTypeDef#
# ParallelismConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParallelismConfigurationTypeDef
def get_value() -> ParallelismConfigurationTypeDef:
return {
"MaxParallelExecutionSteps": ...,
}
# ParallelismConfigurationTypeDef definition
class ParallelismConfigurationTypeDef(TypedDict):
MaxParallelExecutionSteps: int,PipelineDefinitionS3LocationTypeDef#
# PipelineDefinitionS3LocationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineDefinitionS3LocationTypeDef
def get_value() -> PipelineDefinitionS3LocationTypeDef:
return {
"Bucket": ...,
}
# PipelineDefinitionS3LocationTypeDef definition
class PipelineDefinitionS3LocationTypeDef(TypedDict):
Bucket: str,
ObjectKey: str,
VersionId: NotRequired[str],CreatePresignedDomainUrlRequestTypeDef#
# CreatePresignedDomainUrlRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedDomainUrlRequestTypeDef
def get_value() -> CreatePresignedDomainUrlRequestTypeDef:
return {
"DomainId": ...,
}
# CreatePresignedDomainUrlRequestTypeDef definition
class CreatePresignedDomainUrlRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,
SessionExpirationDurationInSeconds: NotRequired[int],
ExpiresInSeconds: NotRequired[int],
SpaceName: NotRequired[str],
LandingUri: NotRequired[str],CreatePresignedMlflowTrackingServerUrlRequestTypeDef#
# CreatePresignedMlflowTrackingServerUrlRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedMlflowTrackingServerUrlRequestTypeDef
def get_value() -> CreatePresignedMlflowTrackingServerUrlRequestTypeDef:
return {
"TrackingServerName": ...,
}
# CreatePresignedMlflowTrackingServerUrlRequestTypeDef definition
class CreatePresignedMlflowTrackingServerUrlRequestTypeDef(TypedDict):
TrackingServerName: str,
ExpiresInSeconds: NotRequired[int],
SessionExpirationDurationInSeconds: NotRequired[int],CreatePresignedNotebookInstanceUrlInputTypeDef#
# CreatePresignedNotebookInstanceUrlInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedNotebookInstanceUrlInputTypeDef
def get_value() -> CreatePresignedNotebookInstanceUrlInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# CreatePresignedNotebookInstanceUrlInputTypeDef definition
class CreatePresignedNotebookInstanceUrlInputTypeDef(TypedDict):
NotebookInstanceName: str,
SessionExpirationDurationInSeconds: NotRequired[int],ExperimentConfigTypeDef#
# ExperimentConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExperimentConfigTypeDef
def get_value() -> ExperimentConfigTypeDef:
return {
"ExperimentName": ...,
}
# ExperimentConfigTypeDef definition
class ExperimentConfigTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialName: NotRequired[str],
TrialComponentDisplayName: NotRequired[str],
RunName: NotRequired[str],ProcessingStoppingConditionTypeDef#
# ProcessingStoppingConditionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingStoppingConditionTypeDef
def get_value() -> ProcessingStoppingConditionTypeDef:
return {
"MaxRuntimeInSeconds": ...,
}
# ProcessingStoppingConditionTypeDef definition
class ProcessingStoppingConditionTypeDef(TypedDict):
MaxRuntimeInSeconds: int,OwnershipSettingsTypeDef#
# OwnershipSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OwnershipSettingsTypeDef
def get_value() -> OwnershipSettingsTypeDef:
return {
"OwnerUserProfileName": ...,
}
# OwnershipSettingsTypeDef definition
class OwnershipSettingsTypeDef(TypedDict):
OwnerUserProfileName: str,SpaceSharingSettingsTypeDef#
# SpaceSharingSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceSharingSettingsTypeDef
def get_value() -> SpaceSharingSettingsTypeDef:
return {
"SharingType": ...,
}
# SpaceSharingSettingsTypeDef definition
class SpaceSharingSettingsTypeDef(TypedDict):
SharingType: SharingTypeType, # (1)- See SharingTypeType
InfraCheckConfigTypeDef#
# InfraCheckConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InfraCheckConfigTypeDef
def get_value() -> InfraCheckConfigTypeDef:
return {
"EnableInfraCheck": ...,
}
# InfraCheckConfigTypeDef definition
class InfraCheckConfigTypeDef(TypedDict):
EnableInfraCheck: NotRequired[bool],OutputDataConfigTypeDef#
# OutputDataConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OutputDataConfigTypeDef
def get_value() -> OutputDataConfigTypeDef:
return {
"KmsKeyId": ...,
}
# OutputDataConfigTypeDef definition
class OutputDataConfigTypeDef(TypedDict):
S3OutputPath: str,
KmsKeyId: NotRequired[str],
CompressionType: NotRequired[OutputCompressionTypeType], # (1)RemoteDebugConfigTypeDef#
# RemoteDebugConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RemoteDebugConfigTypeDef
def get_value() -> RemoteDebugConfigTypeDef:
return {
"EnableRemoteDebug": ...,
}
# RemoteDebugConfigTypeDef definition
class RemoteDebugConfigTypeDef(TypedDict):
EnableRemoteDebug: NotRequired[bool],RetryStrategyTypeDef#
# RetryStrategyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RetryStrategyTypeDef
def get_value() -> RetryStrategyTypeDef:
return {
"MaximumRetryAttempts": ...,
}
# RetryStrategyTypeDef definition
class RetryStrategyTypeDef(TypedDict):
MaximumRetryAttempts: int,SessionChainingConfigTypeDef#
# SessionChainingConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SessionChainingConfigTypeDef
def get_value() -> SessionChainingConfigTypeDef:
return {
"EnableSessionTagChaining": ...,
}
# SessionChainingConfigTypeDef definition
class SessionChainingConfigTypeDef(TypedDict):
EnableSessionTagChaining: NotRequired[bool],TensorBoardOutputConfigTypeDef#
# TensorBoardOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TensorBoardOutputConfigTypeDef
def get_value() -> TensorBoardOutputConfigTypeDef:
return {
"LocalPath": ...,
}
# TensorBoardOutputConfigTypeDef definition
class TensorBoardOutputConfigTypeDef(TypedDict):
S3OutputPath: str,
LocalPath: NotRequired[str],DataProcessingTypeDef#
# DataProcessingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataProcessingTypeDef
def get_value() -> DataProcessingTypeDef:
return {
"InputFilter": ...,
}
# DataProcessingTypeDef definition
class DataProcessingTypeDef(TypedDict):
InputFilter: NotRequired[str],
OutputFilter: NotRequired[str],
JoinSource: NotRequired[JoinSourceType], # (1)- See JoinSourceType
ModelClientConfigTypeDef#
# ModelClientConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelClientConfigTypeDef
def get_value() -> ModelClientConfigTypeDef:
return {
"InvocationsTimeoutInSeconds": ...,
}
# ModelClientConfigTypeDef definition
class ModelClientConfigTypeDef(TypedDict):
InvocationsTimeoutInSeconds: NotRequired[int],
InvocationsMaxRetries: NotRequired[int],TransformOutputTypeDef#
# TransformOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformOutputTypeDef
def get_value() -> TransformOutputTypeDef:
return {
"S3OutputPath": ...,
}
# TransformOutputTypeDef definition
class TransformOutputTypeDef(TypedDict):
S3OutputPath: str,
Accept: NotRequired[str],
AssembleWith: NotRequired[AssemblyTypeType], # (1)
KmsKeyId: NotRequired[str],- See AssemblyTypeType
TransformResourcesTypeDef#
# TransformResourcesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformResourcesTypeDef
def get_value() -> TransformResourcesTypeDef:
return {
"InstanceType": ...,
}
# TransformResourcesTypeDef definition
class TransformResourcesTypeDef(TypedDict):
InstanceType: TransformInstanceTypeType, # (1)
InstanceCount: int,
VolumeKmsKeyId: NotRequired[str],TrialComponentArtifactTypeDef#
# TrialComponentArtifactTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentArtifactTypeDef
def get_value() -> TrialComponentArtifactTypeDef:
return {
"MediaType": ...,
}
# TrialComponentArtifactTypeDef definition
class TrialComponentArtifactTypeDef(TypedDict):
Value: str,
MediaType: NotRequired[str],TrialComponentParameterValueTypeDef#
# TrialComponentParameterValueTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentParameterValueTypeDef
def get_value() -> TrialComponentParameterValueTypeDef:
return {
"StringValue": ...,
}
# TrialComponentParameterValueTypeDef definition
class TrialComponentParameterValueTypeDef(TypedDict):
StringValue: NotRequired[str],
NumberValue: NotRequired[float],TrialComponentStatusTypeDef#
# TrialComponentStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentStatusTypeDef
def get_value() -> TrialComponentStatusTypeDef:
return {
"PrimaryStatus": ...,
}
# TrialComponentStatusTypeDef definition
class TrialComponentStatusTypeDef(TypedDict):
PrimaryStatus: NotRequired[TrialComponentPrimaryStatusType], # (1)
Message: NotRequired[str],OidcConfigTypeDef#
# OidcConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OidcConfigTypeDef
def get_value() -> OidcConfigTypeDef:
return {
"ClientId": ...,
}
# OidcConfigTypeDef definition
class OidcConfigTypeDef(TypedDict):
ClientId: str,
ClientSecret: str,
Issuer: str,
AuthorizationEndpoint: str,
TokenEndpoint: str,
UserInfoEndpoint: str,
LogoutEndpoint: str,
JwksUri: str,
Scope: NotRequired[str],
AuthenticationRequestExtraParams: NotRequired[Mapping[str, str]],WorkforceVpcConfigRequestTypeDef#
# WorkforceVpcConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkforceVpcConfigRequestTypeDef
def get_value() -> WorkforceVpcConfigRequestTypeDef:
return {
"VpcId": ...,
}
# WorkforceVpcConfigRequestTypeDef definition
class WorkforceVpcConfigRequestTypeDef(TypedDict):
VpcId: NotRequired[str],
SecurityGroupIds: NotRequired[Sequence[str]],
Subnets: NotRequired[Sequence[str]],NotificationConfigurationTypeDef#
# NotificationConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NotificationConfigurationTypeDef
def get_value() -> NotificationConfigurationTypeDef:
return {
"NotificationTopicArn": ...,
}
# NotificationConfigurationTypeDef definition
class NotificationConfigurationTypeDef(TypedDict):
NotificationTopicArn: NotRequired[str],EFSFileSystemConfigTypeDef#
# EFSFileSystemConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EFSFileSystemConfigTypeDef
def get_value() -> EFSFileSystemConfigTypeDef:
return {
"FileSystemId": ...,
}
# EFSFileSystemConfigTypeDef definition
class EFSFileSystemConfigTypeDef(TypedDict):
FileSystemId: str,
FileSystemPath: NotRequired[str],FSxLustreFileSystemConfigTypeDef#
# FSxLustreFileSystemConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FSxLustreFileSystemConfigTypeDef
def get_value() -> FSxLustreFileSystemConfigTypeDef:
return {
"FileSystemId": ...,
}
# FSxLustreFileSystemConfigTypeDef definition
class FSxLustreFileSystemConfigTypeDef(TypedDict):
FileSystemId: str,
FileSystemPath: NotRequired[str],EFSFileSystemTypeDef#
# EFSFileSystemTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EFSFileSystemTypeDef
def get_value() -> EFSFileSystemTypeDef:
return {
"FileSystemId": ...,
}
# EFSFileSystemTypeDef definition
class EFSFileSystemTypeDef(TypedDict):
FileSystemId: str,FSxLustreFileSystemTypeDef#
# FSxLustreFileSystemTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FSxLustreFileSystemTypeDef
def get_value() -> FSxLustreFileSystemTypeDef:
return {
"FileSystemId": ...,
}
# FSxLustreFileSystemTypeDef definition
class FSxLustreFileSystemTypeDef(TypedDict):
FileSystemId: str,CustomPosixUserConfigTypeDef#
# CustomPosixUserConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CustomPosixUserConfigTypeDef
def get_value() -> CustomPosixUserConfigTypeDef:
return {
"Uid": ...,
}
# CustomPosixUserConfigTypeDef definition
class CustomPosixUserConfigTypeDef(TypedDict):
Uid: int,
Gid: int,CustomizedMetricSpecificationTypeDef#
# CustomizedMetricSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CustomizedMetricSpecificationTypeDef
def get_value() -> CustomizedMetricSpecificationTypeDef:
return {
"MetricName": ...,
}
# CustomizedMetricSpecificationTypeDef definition
class CustomizedMetricSpecificationTypeDef(TypedDict):
MetricName: NotRequired[str],
Namespace: NotRequired[str],
Statistic: NotRequired[StatisticType], # (1)- See StatisticType
DataCaptureConfigSummaryTypeDef#
# DataCaptureConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataCaptureConfigSummaryTypeDef
def get_value() -> DataCaptureConfigSummaryTypeDef:
return {
"EnableCapture": ...,
}
# DataCaptureConfigSummaryTypeDef definition
class DataCaptureConfigSummaryTypeDef(TypedDict):
EnableCapture: bool,
CaptureStatus: CaptureStatusType, # (1)
CurrentSamplingPercentage: int,
DestinationS3Uri: str,
KmsKeyId: str,DataCatalogConfigTypeDef#
# DataCatalogConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataCatalogConfigTypeDef
def get_value() -> DataCatalogConfigTypeDef:
return {
"TableName": ...,
}
# DataCatalogConfigTypeDef definition
class DataCatalogConfigTypeDef(TypedDict):
TableName: str,
Catalog: str,
Database: str,DataQualityAppSpecificationOutputTypeDef#
# DataQualityAppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataQualityAppSpecificationOutputTypeDef
def get_value() -> DataQualityAppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# DataQualityAppSpecificationOutputTypeDef definition
class DataQualityAppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[List[str]],
ContainerArguments: NotRequired[List[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],
Environment: NotRequired[Dict[str, str]],DataQualityAppSpecificationTypeDef#
# DataQualityAppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataQualityAppSpecificationTypeDef
def get_value() -> DataQualityAppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# DataQualityAppSpecificationTypeDef definition
class DataQualityAppSpecificationTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerArguments: NotRequired[Sequence[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],
Environment: NotRequired[Mapping[str, str]],MonitoringConstraintsResourceTypeDef#
# MonitoringConstraintsResourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringConstraintsResourceTypeDef
def get_value() -> MonitoringConstraintsResourceTypeDef:
return {
"S3Uri": ...,
}
# MonitoringConstraintsResourceTypeDef definition
class MonitoringConstraintsResourceTypeDef(TypedDict):
S3Uri: NotRequired[str],MonitoringStatisticsResourceTypeDef#
# MonitoringStatisticsResourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringStatisticsResourceTypeDef
def get_value() -> MonitoringStatisticsResourceTypeDef:
return {
"S3Uri": ...,
}
# MonitoringStatisticsResourceTypeDef definition
class MonitoringStatisticsResourceTypeDef(TypedDict):
S3Uri: NotRequired[str],EndpointInputTypeDef#
# EndpointInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointInputTypeDef
def get_value() -> EndpointInputTypeDef:
return {
"EndpointName": ...,
}
# EndpointInputTypeDef definition
class EndpointInputTypeDef(TypedDict):
EndpointName: str,
LocalPath: str,
S3InputMode: NotRequired[ProcessingS3InputModeType], # (1)
S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType], # (2)
FeaturesAttribute: NotRequired[str],
InferenceAttribute: NotRequired[str],
ProbabilityAttribute: NotRequired[str],
ProbabilityThresholdAttribute: NotRequired[float],
StartTimeOffset: NotRequired[str],
EndTimeOffset: NotRequired[str],
ExcludeFeaturesAttribute: NotRequired[str],FileSystemDataSourceTypeDef#
# FileSystemDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FileSystemDataSourceTypeDef
def get_value() -> FileSystemDataSourceTypeDef:
return {
"FileSystemId": ...,
}
# FileSystemDataSourceTypeDef definition
class FileSystemDataSourceTypeDef(TypedDict):
FileSystemId: str,
FileSystemAccessMode: FileSystemAccessModeType, # (1)
FileSystemType: FileSystemTypeType, # (2)
DirectoryPath: str,S3DataSourceOutputTypeDef#
# S3DataSourceOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import S3DataSourceOutputTypeDef
def get_value() -> S3DataSourceOutputTypeDef:
return {
"S3DataType": ...,
}
# S3DataSourceOutputTypeDef definition
class S3DataSourceOutputTypeDef(TypedDict):
S3DataType: S3DataTypeType, # (1)
S3Uri: str,
S3DataDistributionType: NotRequired[S3DataDistributionType], # (2)
AttributeNames: NotRequired[List[str]],
InstanceGroupNames: NotRequired[List[str]],- See S3DataTypeType
- See S3DataDistributionType
RedshiftDatasetDefinitionTypeDef#
# RedshiftDatasetDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RedshiftDatasetDefinitionTypeDef
def get_value() -> RedshiftDatasetDefinitionTypeDef:
return {
"ClusterId": ...,
}
# RedshiftDatasetDefinitionTypeDef definition
class RedshiftDatasetDefinitionTypeDef(TypedDict):
ClusterId: str,
Database: str,
DbUser: str,
QueryString: str,
ClusterRoleArn: str,
OutputS3Uri: str,
OutputFormat: RedshiftResultFormatType, # (1)
KmsKeyId: NotRequired[str],
OutputCompression: NotRequired[RedshiftResultCompressionTypeType], # (2)DebugRuleConfigurationOutputTypeDef#
# DebugRuleConfigurationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DebugRuleConfigurationOutputTypeDef
def get_value() -> DebugRuleConfigurationOutputTypeDef:
return {
"RuleConfigurationName": ...,
}
# DebugRuleConfigurationOutputTypeDef definition
class DebugRuleConfigurationOutputTypeDef(TypedDict):
RuleConfigurationName: str,
RuleEvaluatorImage: str,
LocalPath: NotRequired[str],
S3OutputPath: NotRequired[str],
InstanceType: NotRequired[ProcessingInstanceTypeType], # (1)
VolumeSizeInGB: NotRequired[int],
RuleParameters: NotRequired[Dict[str, str]],DebugRuleConfigurationTypeDef#
# DebugRuleConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DebugRuleConfigurationTypeDef
def get_value() -> DebugRuleConfigurationTypeDef:
return {
"RuleConfigurationName": ...,
}
# DebugRuleConfigurationTypeDef definition
class DebugRuleConfigurationTypeDef(TypedDict):
RuleConfigurationName: str,
RuleEvaluatorImage: str,
LocalPath: NotRequired[str],
S3OutputPath: NotRequired[str],
InstanceType: NotRequired[ProcessingInstanceTypeType], # (1)
VolumeSizeInGB: NotRequired[int],
RuleParameters: NotRequired[Mapping[str, str]],DebugRuleEvaluationStatusTypeDef#
# DebugRuleEvaluationStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DebugRuleEvaluationStatusTypeDef
def get_value() -> DebugRuleEvaluationStatusTypeDef:
return {
"RuleConfigurationName": ...,
}
# DebugRuleEvaluationStatusTypeDef definition
class DebugRuleEvaluationStatusTypeDef(TypedDict):
RuleConfigurationName: NotRequired[str],
RuleEvaluationJobArn: NotRequired[str],
RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType], # (1)
StatusDetails: NotRequired[str],
LastModifiedTime: NotRequired[datetime],DefaultEbsStorageSettingsTypeDef#
# DefaultEbsStorageSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DefaultEbsStorageSettingsTypeDef
def get_value() -> DefaultEbsStorageSettingsTypeDef:
return {
"DefaultEbsVolumeSizeInGb": ...,
}
# DefaultEbsStorageSettingsTypeDef definition
class DefaultEbsStorageSettingsTypeDef(TypedDict):
DefaultEbsVolumeSizeInGb: int,
MaximumEbsVolumeSizeInGb: int,DeleteActionRequestTypeDef#
# DeleteActionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteActionRequestTypeDef
def get_value() -> DeleteActionRequestTypeDef:
return {
"ActionName": ...,
}
# DeleteActionRequestTypeDef definition
class DeleteActionRequestTypeDef(TypedDict):
ActionName: str,DeleteAlgorithmInputTypeDef#
# DeleteAlgorithmInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteAlgorithmInputTypeDef
def get_value() -> DeleteAlgorithmInputTypeDef:
return {
"AlgorithmName": ...,
}
# DeleteAlgorithmInputTypeDef definition
class DeleteAlgorithmInputTypeDef(TypedDict):
AlgorithmName: str,DeleteAppImageConfigRequestTypeDef#
# DeleteAppImageConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteAppImageConfigRequestTypeDef
def get_value() -> DeleteAppImageConfigRequestTypeDef:
return {
"AppImageConfigName": ...,
}
# DeleteAppImageConfigRequestTypeDef definition
class DeleteAppImageConfigRequestTypeDef(TypedDict):
AppImageConfigName: str,DeleteAppRequestTypeDef#
# DeleteAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteAppRequestTypeDef
def get_value() -> DeleteAppRequestTypeDef:
return {
"DomainId": ...,
}
# DeleteAppRequestTypeDef definition
class DeleteAppRequestTypeDef(TypedDict):
DomainId: str,
AppType: AppTypeType, # (1)
AppName: str,
UserProfileName: NotRequired[str],
SpaceName: NotRequired[str],- See AppTypeType
DeleteAssociationRequestTypeDef#
# DeleteAssociationRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteAssociationRequestTypeDef
def get_value() -> DeleteAssociationRequestTypeDef:
return {
"SourceArn": ...,
}
# DeleteAssociationRequestTypeDef definition
class DeleteAssociationRequestTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,DeleteClusterRequestTypeDef#
# DeleteClusterRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteClusterRequestTypeDef
def get_value() -> DeleteClusterRequestTypeDef:
return {
"ClusterName": ...,
}
# DeleteClusterRequestTypeDef definition
class DeleteClusterRequestTypeDef(TypedDict):
ClusterName: str,DeleteClusterSchedulerConfigRequestTypeDef#
# DeleteClusterSchedulerConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteClusterSchedulerConfigRequestTypeDef
def get_value() -> DeleteClusterSchedulerConfigRequestTypeDef:
return {
"ClusterSchedulerConfigId": ...,
}
# DeleteClusterSchedulerConfigRequestTypeDef definition
class DeleteClusterSchedulerConfigRequestTypeDef(TypedDict):
ClusterSchedulerConfigId: str,DeleteCodeRepositoryInputTypeDef#
# DeleteCodeRepositoryInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteCodeRepositoryInputTypeDef
def get_value() -> DeleteCodeRepositoryInputTypeDef:
return {
"CodeRepositoryName": ...,
}
# DeleteCodeRepositoryInputTypeDef definition
class DeleteCodeRepositoryInputTypeDef(TypedDict):
CodeRepositoryName: str,DeleteCompilationJobRequestTypeDef#
# DeleteCompilationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteCompilationJobRequestTypeDef
def get_value() -> DeleteCompilationJobRequestTypeDef:
return {
"CompilationJobName": ...,
}
# DeleteCompilationJobRequestTypeDef definition
class DeleteCompilationJobRequestTypeDef(TypedDict):
CompilationJobName: str,DeleteComputeQuotaRequestTypeDef#
# DeleteComputeQuotaRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteComputeQuotaRequestTypeDef
def get_value() -> DeleteComputeQuotaRequestTypeDef:
return {
"ComputeQuotaId": ...,
}
# DeleteComputeQuotaRequestTypeDef definition
class DeleteComputeQuotaRequestTypeDef(TypedDict):
ComputeQuotaId: str,DeleteContextRequestTypeDef#
# DeleteContextRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteContextRequestTypeDef
def get_value() -> DeleteContextRequestTypeDef:
return {
"ContextName": ...,
}
# DeleteContextRequestTypeDef definition
class DeleteContextRequestTypeDef(TypedDict):
ContextName: str,DeleteDataQualityJobDefinitionRequestTypeDef#
# DeleteDataQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteDataQualityJobDefinitionRequestTypeDef
def get_value() -> DeleteDataQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DeleteDataQualityJobDefinitionRequestTypeDef definition
class DeleteDataQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,DeleteDeviceFleetRequestTypeDef#
# DeleteDeviceFleetRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteDeviceFleetRequestTypeDef
def get_value() -> DeleteDeviceFleetRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# DeleteDeviceFleetRequestTypeDef definition
class DeleteDeviceFleetRequestTypeDef(TypedDict):
DeviceFleetName: str,RetentionPolicyTypeDef#
# RetentionPolicyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RetentionPolicyTypeDef
def get_value() -> RetentionPolicyTypeDef:
return {
"HomeEfsFileSystem": ...,
}
# RetentionPolicyTypeDef definition
class RetentionPolicyTypeDef(TypedDict):
HomeEfsFileSystem: NotRequired[RetentionTypeType], # (1)DeleteEdgeDeploymentPlanRequestTypeDef#
# DeleteEdgeDeploymentPlanRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteEdgeDeploymentPlanRequestTypeDef
def get_value() -> DeleteEdgeDeploymentPlanRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# DeleteEdgeDeploymentPlanRequestTypeDef definition
class DeleteEdgeDeploymentPlanRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,DeleteEdgeDeploymentStageRequestTypeDef#
# DeleteEdgeDeploymentStageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteEdgeDeploymentStageRequestTypeDef
def get_value() -> DeleteEdgeDeploymentStageRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# DeleteEdgeDeploymentStageRequestTypeDef definition
class DeleteEdgeDeploymentStageRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,DeleteEndpointConfigInputTypeDef#
# DeleteEndpointConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteEndpointConfigInputTypeDef
def get_value() -> DeleteEndpointConfigInputTypeDef:
return {
"EndpointConfigName": ...,
}
# DeleteEndpointConfigInputTypeDef definition
class DeleteEndpointConfigInputTypeDef(TypedDict):
EndpointConfigName: str,DeleteEndpointInputTypeDef#
# DeleteEndpointInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteEndpointInputTypeDef
def get_value() -> DeleteEndpointInputTypeDef:
return {
"EndpointName": ...,
}
# DeleteEndpointInputTypeDef definition
class DeleteEndpointInputTypeDef(TypedDict):
EndpointName: str,DeleteExperimentRequestTypeDef#
# DeleteExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteExperimentRequestTypeDef
def get_value() -> DeleteExperimentRequestTypeDef:
return {
"ExperimentName": ...,
}
# DeleteExperimentRequestTypeDef definition
class DeleteExperimentRequestTypeDef(TypedDict):
ExperimentName: str,DeleteFeatureGroupRequestTypeDef#
# DeleteFeatureGroupRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteFeatureGroupRequestTypeDef
def get_value() -> DeleteFeatureGroupRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# DeleteFeatureGroupRequestTypeDef definition
class DeleteFeatureGroupRequestTypeDef(TypedDict):
FeatureGroupName: str,DeleteFlowDefinitionRequestTypeDef#
# DeleteFlowDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteFlowDefinitionRequestTypeDef
def get_value() -> DeleteFlowDefinitionRequestTypeDef:
return {
"FlowDefinitionName": ...,
}
# DeleteFlowDefinitionRequestTypeDef definition
class DeleteFlowDefinitionRequestTypeDef(TypedDict):
FlowDefinitionName: str,DeleteHubContentReferenceRequestTypeDef#
# DeleteHubContentReferenceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteHubContentReferenceRequestTypeDef
def get_value() -> DeleteHubContentReferenceRequestTypeDef:
return {
"HubName": ...,
}
# DeleteHubContentReferenceRequestTypeDef definition
class DeleteHubContentReferenceRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
HubContentName: str,DeleteHubContentRequestTypeDef#
# DeleteHubContentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteHubContentRequestTypeDef
def get_value() -> DeleteHubContentRequestTypeDef:
return {
"HubName": ...,
}
# DeleteHubContentRequestTypeDef definition
class DeleteHubContentRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
HubContentName: str,
HubContentVersion: str,DeleteHubRequestTypeDef#
# DeleteHubRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteHubRequestTypeDef
def get_value() -> DeleteHubRequestTypeDef:
return {
"HubName": ...,
}
# DeleteHubRequestTypeDef definition
class DeleteHubRequestTypeDef(TypedDict):
HubName: str,DeleteHumanTaskUiRequestTypeDef#
# DeleteHumanTaskUiRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteHumanTaskUiRequestTypeDef
def get_value() -> DeleteHumanTaskUiRequestTypeDef:
return {
"HumanTaskUiName": ...,
}
# DeleteHumanTaskUiRequestTypeDef definition
class DeleteHumanTaskUiRequestTypeDef(TypedDict):
HumanTaskUiName: str,DeleteHyperParameterTuningJobRequestTypeDef#
# DeleteHyperParameterTuningJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteHyperParameterTuningJobRequestTypeDef
def get_value() -> DeleteHyperParameterTuningJobRequestTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# DeleteHyperParameterTuningJobRequestTypeDef definition
class DeleteHyperParameterTuningJobRequestTypeDef(TypedDict):
HyperParameterTuningJobName: str,DeleteImageRequestTypeDef#
# DeleteImageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteImageRequestTypeDef
def get_value() -> DeleteImageRequestTypeDef:
return {
"ImageName": ...,
}
# DeleteImageRequestTypeDef definition
class DeleteImageRequestTypeDef(TypedDict):
ImageName: str,DeleteImageVersionRequestTypeDef#
# DeleteImageVersionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteImageVersionRequestTypeDef
def get_value() -> DeleteImageVersionRequestTypeDef:
return {
"ImageName": ...,
}
# DeleteImageVersionRequestTypeDef definition
class DeleteImageVersionRequestTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],DeleteInferenceComponentInputTypeDef#
# DeleteInferenceComponentInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteInferenceComponentInputTypeDef
def get_value() -> DeleteInferenceComponentInputTypeDef:
return {
"InferenceComponentName": ...,
}
# DeleteInferenceComponentInputTypeDef definition
class DeleteInferenceComponentInputTypeDef(TypedDict):
InferenceComponentName: str,DeleteInferenceExperimentRequestTypeDef#
# DeleteInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteInferenceExperimentRequestTypeDef
def get_value() -> DeleteInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# DeleteInferenceExperimentRequestTypeDef definition
class DeleteInferenceExperimentRequestTypeDef(TypedDict):
Name: str,DeleteMlflowTrackingServerRequestTypeDef#
# DeleteMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteMlflowTrackingServerRequestTypeDef
def get_value() -> DeleteMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# DeleteMlflowTrackingServerRequestTypeDef definition
class DeleteMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,DeleteModelBiasJobDefinitionRequestTypeDef#
# DeleteModelBiasJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelBiasJobDefinitionRequestTypeDef
def get_value() -> DeleteModelBiasJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DeleteModelBiasJobDefinitionRequestTypeDef definition
class DeleteModelBiasJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,DeleteModelCardRequestTypeDef#
# DeleteModelCardRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelCardRequestTypeDef
def get_value() -> DeleteModelCardRequestTypeDef:
return {
"ModelCardName": ...,
}
# DeleteModelCardRequestTypeDef definition
class DeleteModelCardRequestTypeDef(TypedDict):
ModelCardName: str,DeleteModelExplainabilityJobDefinitionRequestTypeDef#
# DeleteModelExplainabilityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelExplainabilityJobDefinitionRequestTypeDef
def get_value() -> DeleteModelExplainabilityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DeleteModelExplainabilityJobDefinitionRequestTypeDef definition
class DeleteModelExplainabilityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,DeleteModelInputTypeDef#
# DeleteModelInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelInputTypeDef
def get_value() -> DeleteModelInputTypeDef:
return {
"ModelName": ...,
}
# DeleteModelInputTypeDef definition
class DeleteModelInputTypeDef(TypedDict):
ModelName: str,DeleteModelPackageGroupInputTypeDef#
# DeleteModelPackageGroupInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelPackageGroupInputTypeDef
def get_value() -> DeleteModelPackageGroupInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# DeleteModelPackageGroupInputTypeDef definition
class DeleteModelPackageGroupInputTypeDef(TypedDict):
ModelPackageGroupName: str,DeleteModelPackageGroupPolicyInputTypeDef#
# DeleteModelPackageGroupPolicyInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelPackageGroupPolicyInputTypeDef
def get_value() -> DeleteModelPackageGroupPolicyInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# DeleteModelPackageGroupPolicyInputTypeDef definition
class DeleteModelPackageGroupPolicyInputTypeDef(TypedDict):
ModelPackageGroupName: str,DeleteModelPackageInputTypeDef#
# DeleteModelPackageInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelPackageInputTypeDef
def get_value() -> DeleteModelPackageInputTypeDef:
return {
"ModelPackageName": ...,
}
# DeleteModelPackageInputTypeDef definition
class DeleteModelPackageInputTypeDef(TypedDict):
ModelPackageName: str,DeleteModelQualityJobDefinitionRequestTypeDef#
# DeleteModelQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteModelQualityJobDefinitionRequestTypeDef
def get_value() -> DeleteModelQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DeleteModelQualityJobDefinitionRequestTypeDef definition
class DeleteModelQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,DeleteMonitoringScheduleRequestTypeDef#
# DeleteMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteMonitoringScheduleRequestTypeDef
def get_value() -> DeleteMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# DeleteMonitoringScheduleRequestTypeDef definition
class DeleteMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,DeleteNotebookInstanceInputTypeDef#
# DeleteNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteNotebookInstanceInputTypeDef
def get_value() -> DeleteNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# DeleteNotebookInstanceInputTypeDef definition
class DeleteNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,DeleteNotebookInstanceLifecycleConfigInputTypeDef#
# DeleteNotebookInstanceLifecycleConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteNotebookInstanceLifecycleConfigInputTypeDef
def get_value() -> DeleteNotebookInstanceLifecycleConfigInputTypeDef:
return {
"NotebookInstanceLifecycleConfigName": ...,
}
# DeleteNotebookInstanceLifecycleConfigInputTypeDef definition
class DeleteNotebookInstanceLifecycleConfigInputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,DeleteOptimizationJobRequestTypeDef#
# DeleteOptimizationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteOptimizationJobRequestTypeDef
def get_value() -> DeleteOptimizationJobRequestTypeDef:
return {
"OptimizationJobName": ...,
}
# DeleteOptimizationJobRequestTypeDef definition
class DeleteOptimizationJobRequestTypeDef(TypedDict):
OptimizationJobName: str,DeletePartnerAppRequestTypeDef#
# DeletePartnerAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeletePartnerAppRequestTypeDef
def get_value() -> DeletePartnerAppRequestTypeDef:
return {
"Arn": ...,
}
# DeletePartnerAppRequestTypeDef definition
class DeletePartnerAppRequestTypeDef(TypedDict):
Arn: str,
ClientToken: NotRequired[str],DeletePipelineRequestTypeDef#
# DeletePipelineRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeletePipelineRequestTypeDef
def get_value() -> DeletePipelineRequestTypeDef:
return {
"PipelineName": ...,
}
# DeletePipelineRequestTypeDef definition
class DeletePipelineRequestTypeDef(TypedDict):
PipelineName: str,
ClientRequestToken: str,DeleteProjectInputTypeDef#
# DeleteProjectInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteProjectInputTypeDef
def get_value() -> DeleteProjectInputTypeDef:
return {
"ProjectName": ...,
}
# DeleteProjectInputTypeDef definition
class DeleteProjectInputTypeDef(TypedDict):
ProjectName: str,DeleteSpaceRequestTypeDef#
# DeleteSpaceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteSpaceRequestTypeDef
def get_value() -> DeleteSpaceRequestTypeDef:
return {
"DomainId": ...,
}
# DeleteSpaceRequestTypeDef definition
class DeleteSpaceRequestTypeDef(TypedDict):
DomainId: str,
SpaceName: str,DeleteStudioLifecycleConfigRequestTypeDef#
# DeleteStudioLifecycleConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteStudioLifecycleConfigRequestTypeDef
def get_value() -> DeleteStudioLifecycleConfigRequestTypeDef:
return {
"StudioLifecycleConfigName": ...,
}
# DeleteStudioLifecycleConfigRequestTypeDef definition
class DeleteStudioLifecycleConfigRequestTypeDef(TypedDict):
StudioLifecycleConfigName: str,DeleteTagsInputTypeDef#
# DeleteTagsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteTagsInputTypeDef
def get_value() -> DeleteTagsInputTypeDef:
return {
"ResourceArn": ...,
}
# DeleteTagsInputTypeDef definition
class DeleteTagsInputTypeDef(TypedDict):
ResourceArn: str,
TagKeys: Sequence[str],DeleteTrialComponentRequestTypeDef#
# DeleteTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteTrialComponentRequestTypeDef
def get_value() -> DeleteTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# DeleteTrialComponentRequestTypeDef definition
class DeleteTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,DeleteTrialRequestTypeDef#
# DeleteTrialRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteTrialRequestTypeDef
def get_value() -> DeleteTrialRequestTypeDef:
return {
"TrialName": ...,
}
# DeleteTrialRequestTypeDef definition
class DeleteTrialRequestTypeDef(TypedDict):
TrialName: str,DeleteUserProfileRequestTypeDef#
# DeleteUserProfileRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteUserProfileRequestTypeDef
def get_value() -> DeleteUserProfileRequestTypeDef:
return {
"DomainId": ...,
}
# DeleteUserProfileRequestTypeDef definition
class DeleteUserProfileRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,DeleteWorkforceRequestTypeDef#
# DeleteWorkforceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteWorkforceRequestTypeDef
def get_value() -> DeleteWorkforceRequestTypeDef:
return {
"WorkforceName": ...,
}
# DeleteWorkforceRequestTypeDef definition
class DeleteWorkforceRequestTypeDef(TypedDict):
WorkforceName: str,DeleteWorkteamRequestTypeDef#
# DeleteWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteWorkteamRequestTypeDef
def get_value() -> DeleteWorkteamRequestTypeDef:
return {
"WorkteamName": ...,
}
# DeleteWorkteamRequestTypeDef definition
class DeleteWorkteamRequestTypeDef(TypedDict):
WorkteamName: str,DeployedImageTypeDef#
# DeployedImageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeployedImageTypeDef
def get_value() -> DeployedImageTypeDef:
return {
"SpecifiedImage": ...,
}
# DeployedImageTypeDef definition
class DeployedImageTypeDef(TypedDict):
SpecifiedImage: NotRequired[str],
ResolvedImage: NotRequired[str],
ResolutionTime: NotRequired[datetime],RealTimeInferenceRecommendationTypeDef#
# RealTimeInferenceRecommendationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RealTimeInferenceRecommendationTypeDef
def get_value() -> RealTimeInferenceRecommendationTypeDef:
return {
"RecommendationId": ...,
}
# RealTimeInferenceRecommendationTypeDef definition
class RealTimeInferenceRecommendationTypeDef(TypedDict):
RecommendationId: str,
InstanceType: ProductionVariantInstanceTypeType, # (1)
Environment: NotRequired[Dict[str, str]],DeviceSelectionConfigOutputTypeDef#
# DeviceSelectionConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceSelectionConfigOutputTypeDef
def get_value() -> DeviceSelectionConfigOutputTypeDef:
return {
"DeviceSubsetType": ...,
}
# DeviceSelectionConfigOutputTypeDef definition
class DeviceSelectionConfigOutputTypeDef(TypedDict):
DeviceSubsetType: DeviceSubsetTypeType, # (1)
Percentage: NotRequired[int],
DeviceNames: NotRequired[List[str]],
DeviceNameContains: NotRequired[str],EdgeDeploymentConfigTypeDef#
# EdgeDeploymentConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeDeploymentConfigTypeDef
def get_value() -> EdgeDeploymentConfigTypeDef:
return {
"FailureHandlingPolicy": ...,
}
# EdgeDeploymentConfigTypeDef definition
class EdgeDeploymentConfigTypeDef(TypedDict):
FailureHandlingPolicy: FailureHandlingPolicyType, # (1)EdgeDeploymentStatusTypeDef#
# EdgeDeploymentStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeDeploymentStatusTypeDef
def get_value() -> EdgeDeploymentStatusTypeDef:
return {
"StageStatus": ...,
}
# EdgeDeploymentStatusTypeDef definition
class EdgeDeploymentStatusTypeDef(TypedDict):
StageStatus: StageStatusType, # (1)
EdgeDeploymentSuccessInStage: int,
EdgeDeploymentPendingInStage: int,
EdgeDeploymentFailedInStage: int,
EdgeDeploymentStatusMessage: NotRequired[str],
EdgeDeploymentStageStartTime: NotRequired[datetime],- See StageStatusType
DeregisterDevicesRequestTypeDef#
# DeregisterDevicesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeregisterDevicesRequestTypeDef
def get_value() -> DeregisterDevicesRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# DeregisterDevicesRequestTypeDef definition
class DeregisterDevicesRequestTypeDef(TypedDict):
DeviceFleetName: str,
DeviceNames: Sequence[str],DerivedInformationTypeDef#
# DerivedInformationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DerivedInformationTypeDef
def get_value() -> DerivedInformationTypeDef:
return {
"DerivedDataInputConfig": ...,
}
# DerivedInformationTypeDef definition
class DerivedInformationTypeDef(TypedDict):
DerivedDataInputConfig: NotRequired[str],DescribeActionRequestTypeDef#
# DescribeActionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeActionRequestTypeDef
def get_value() -> DescribeActionRequestTypeDef:
return {
"ActionName": ...,
}
# DescribeActionRequestTypeDef definition
class DescribeActionRequestTypeDef(TypedDict):
ActionName: str,DescribeAlgorithmInputTypeDef#
# DescribeAlgorithmInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAlgorithmInputTypeDef
def get_value() -> DescribeAlgorithmInputTypeDef:
return {
"AlgorithmName": ...,
}
# DescribeAlgorithmInputTypeDef definition
class DescribeAlgorithmInputTypeDef(TypedDict):
AlgorithmName: str,DescribeAppImageConfigRequestTypeDef#
# DescribeAppImageConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAppImageConfigRequestTypeDef
def get_value() -> DescribeAppImageConfigRequestTypeDef:
return {
"AppImageConfigName": ...,
}
# DescribeAppImageConfigRequestTypeDef definition
class DescribeAppImageConfigRequestTypeDef(TypedDict):
AppImageConfigName: str,DescribeAppRequestTypeDef#
# DescribeAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAppRequestTypeDef
def get_value() -> DescribeAppRequestTypeDef:
return {
"DomainId": ...,
}
# DescribeAppRequestTypeDef definition
class DescribeAppRequestTypeDef(TypedDict):
DomainId: str,
AppType: AppTypeType, # (1)
AppName: str,
UserProfileName: NotRequired[str],
SpaceName: NotRequired[str],- See AppTypeType
DescribeArtifactRequestTypeDef#
# DescribeArtifactRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeArtifactRequestTypeDef
def get_value() -> DescribeArtifactRequestTypeDef:
return {
"ArtifactArn": ...,
}
# DescribeArtifactRequestTypeDef definition
class DescribeArtifactRequestTypeDef(TypedDict):
ArtifactArn: str,DescribeAutoMLJobRequestTypeDef#
# DescribeAutoMLJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAutoMLJobRequestTypeDef
def get_value() -> DescribeAutoMLJobRequestTypeDef:
return {
"AutoMLJobName": ...,
}
# DescribeAutoMLJobRequestTypeDef definition
class DescribeAutoMLJobRequestTypeDef(TypedDict):
AutoMLJobName: str,ModelDeployResultTypeDef#
# ModelDeployResultTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDeployResultTypeDef
def get_value() -> ModelDeployResultTypeDef:
return {
"EndpointName": ...,
}
# ModelDeployResultTypeDef definition
class ModelDeployResultTypeDef(TypedDict):
EndpointName: NotRequired[str],DescribeAutoMLJobV2RequestTypeDef#
# DescribeAutoMLJobV2RequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAutoMLJobV2RequestTypeDef
def get_value() -> DescribeAutoMLJobV2RequestTypeDef:
return {
"AutoMLJobName": ...,
}
# DescribeAutoMLJobV2RequestTypeDef definition
class DescribeAutoMLJobV2RequestTypeDef(TypedDict):
AutoMLJobName: str,DescribeClusterNodeRequestTypeDef#
# DescribeClusterNodeRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterNodeRequestTypeDef
def get_value() -> DescribeClusterNodeRequestTypeDef:
return {
"ClusterName": ...,
}
# DescribeClusterNodeRequestTypeDef definition
class DescribeClusterNodeRequestTypeDef(TypedDict):
ClusterName: str,
NodeId: str,DescribeClusterRequestTypeDef#
# DescribeClusterRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterRequestTypeDef
def get_value() -> DescribeClusterRequestTypeDef:
return {
"ClusterName": ...,
}
# DescribeClusterRequestTypeDef definition
class DescribeClusterRequestTypeDef(TypedDict):
ClusterName: str,DescribeClusterSchedulerConfigRequestTypeDef#
# DescribeClusterSchedulerConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterSchedulerConfigRequestTypeDef
def get_value() -> DescribeClusterSchedulerConfigRequestTypeDef:
return {
"ClusterSchedulerConfigId": ...,
}
# DescribeClusterSchedulerConfigRequestTypeDef definition
class DescribeClusterSchedulerConfigRequestTypeDef(TypedDict):
ClusterSchedulerConfigId: str,
ClusterSchedulerConfigVersion: NotRequired[int],DescribeCodeRepositoryInputTypeDef#
# DescribeCodeRepositoryInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeCodeRepositoryInputTypeDef
def get_value() -> DescribeCodeRepositoryInputTypeDef:
return {
"CodeRepositoryName": ...,
}
# DescribeCodeRepositoryInputTypeDef definition
class DescribeCodeRepositoryInputTypeDef(TypedDict):
CodeRepositoryName: str,DescribeCompilationJobRequestTypeDef#
# DescribeCompilationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeCompilationJobRequestTypeDef
def get_value() -> DescribeCompilationJobRequestTypeDef:
return {
"CompilationJobName": ...,
}
# DescribeCompilationJobRequestTypeDef definition
class DescribeCompilationJobRequestTypeDef(TypedDict):
CompilationJobName: str,ModelArtifactsTypeDef#
# ModelArtifactsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelArtifactsTypeDef
def get_value() -> ModelArtifactsTypeDef:
return {
"S3ModelArtifacts": ...,
}
# ModelArtifactsTypeDef definition
class ModelArtifactsTypeDef(TypedDict):
S3ModelArtifacts: str,ModelDigestsTypeDef#
# ModelDigestsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDigestsTypeDef
def get_value() -> ModelDigestsTypeDef:
return {
"ArtifactDigest": ...,
}
# ModelDigestsTypeDef definition
class ModelDigestsTypeDef(TypedDict):
ArtifactDigest: NotRequired[str],NeoVpcConfigOutputTypeDef#
# NeoVpcConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NeoVpcConfigOutputTypeDef
def get_value() -> NeoVpcConfigOutputTypeDef:
return {
"SecurityGroupIds": ...,
}
# NeoVpcConfigOutputTypeDef definition
class NeoVpcConfigOutputTypeDef(TypedDict):
SecurityGroupIds: List[str],
Subnets: List[str],DescribeComputeQuotaRequestTypeDef#
# DescribeComputeQuotaRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeComputeQuotaRequestTypeDef
def get_value() -> DescribeComputeQuotaRequestTypeDef:
return {
"ComputeQuotaId": ...,
}
# DescribeComputeQuotaRequestTypeDef definition
class DescribeComputeQuotaRequestTypeDef(TypedDict):
ComputeQuotaId: str,
ComputeQuotaVersion: NotRequired[int],DescribeContextRequestTypeDef#
# DescribeContextRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeContextRequestTypeDef
def get_value() -> DescribeContextRequestTypeDef:
return {
"ContextName": ...,
}
# DescribeContextRequestTypeDef definition
class DescribeContextRequestTypeDef(TypedDict):
ContextName: str,DescribeDataQualityJobDefinitionRequestTypeDef#
# DescribeDataQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDataQualityJobDefinitionRequestTypeDef
def get_value() -> DescribeDataQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DescribeDataQualityJobDefinitionRequestTypeDef definition
class DescribeDataQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,DescribeDeviceFleetRequestTypeDef#
# DescribeDeviceFleetRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDeviceFleetRequestTypeDef
def get_value() -> DescribeDeviceFleetRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# DescribeDeviceFleetRequestTypeDef definition
class DescribeDeviceFleetRequestTypeDef(TypedDict):
DeviceFleetName: str,DescribeDeviceRequestTypeDef#
# DescribeDeviceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDeviceRequestTypeDef
def get_value() -> DescribeDeviceRequestTypeDef:
return {
"DeviceName": ...,
}
# DescribeDeviceRequestTypeDef definition
class DescribeDeviceRequestTypeDef(TypedDict):
DeviceName: str,
DeviceFleetName: str,
NextToken: NotRequired[str],EdgeModelTypeDef#
# EdgeModelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeModelTypeDef
def get_value() -> EdgeModelTypeDef:
return {
"ModelName": ...,
}
# EdgeModelTypeDef definition
class EdgeModelTypeDef(TypedDict):
ModelName: str,
ModelVersion: str,
LatestSampleTime: NotRequired[datetime],
LatestInference: NotRequired[datetime],DescribeDomainRequestTypeDef#
# DescribeDomainRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDomainRequestTypeDef
def get_value() -> DescribeDomainRequestTypeDef:
return {
"DomainId": ...,
}
# DescribeDomainRequestTypeDef definition
class DescribeDomainRequestTypeDef(TypedDict):
DomainId: str,DescribeEdgeDeploymentPlanRequestTypeDef#
# DescribeEdgeDeploymentPlanRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEdgeDeploymentPlanRequestTypeDef
def get_value() -> DescribeEdgeDeploymentPlanRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# DescribeEdgeDeploymentPlanRequestTypeDef definition
class DescribeEdgeDeploymentPlanRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],DescribeEdgePackagingJobRequestTypeDef#
# DescribeEdgePackagingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEdgePackagingJobRequestTypeDef
def get_value() -> DescribeEdgePackagingJobRequestTypeDef:
return {
"EdgePackagingJobName": ...,
}
# DescribeEdgePackagingJobRequestTypeDef definition
class DescribeEdgePackagingJobRequestTypeDef(TypedDict):
EdgePackagingJobName: str,EdgePresetDeploymentOutputTypeDef#
# EdgePresetDeploymentOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgePresetDeploymentOutputTypeDef
def get_value() -> EdgePresetDeploymentOutputTypeDef:
return {
"Type": ...,
}
# EdgePresetDeploymentOutputTypeDef definition
class EdgePresetDeploymentOutputTypeDef(TypedDict):
Type: EdgePresetDeploymentTypeType, # (1)
Artifact: NotRequired[str],
Status: NotRequired[EdgePresetDeploymentStatusType], # (2)
StatusMessage: NotRequired[str],DescribeEndpointConfigInputTypeDef#
# DescribeEndpointConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointConfigInputTypeDef
def get_value() -> DescribeEndpointConfigInputTypeDef:
return {
"EndpointConfigName": ...,
}
# DescribeEndpointConfigInputTypeDef definition
class DescribeEndpointConfigInputTypeDef(TypedDict):
EndpointConfigName: str,DescribeEndpointInputTypeDef#
# DescribeEndpointInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointInputTypeDef
def get_value() -> DescribeEndpointInputTypeDef:
return {
"EndpointName": ...,
}
# DescribeEndpointInputTypeDef definition
class DescribeEndpointInputTypeDef(TypedDict):
EndpointName: str,WaiterConfigTypeDef#
# WaiterConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WaiterConfigTypeDef
def get_value() -> WaiterConfigTypeDef:
return {
"Delay": ...,
}
# WaiterConfigTypeDef definition
class WaiterConfigTypeDef(TypedDict):
Delay: NotRequired[int],
MaxAttempts: NotRequired[int],DescribeExperimentRequestTypeDef#
# DescribeExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeExperimentRequestTypeDef
def get_value() -> DescribeExperimentRequestTypeDef:
return {
"ExperimentName": ...,
}
# DescribeExperimentRequestTypeDef definition
class DescribeExperimentRequestTypeDef(TypedDict):
ExperimentName: str,ExperimentSourceTypeDef#
# ExperimentSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExperimentSourceTypeDef
def get_value() -> ExperimentSourceTypeDef:
return {
"SourceArn": ...,
}
# ExperimentSourceTypeDef definition
class ExperimentSourceTypeDef(TypedDict):
SourceArn: str,
SourceType: NotRequired[str],DescribeFeatureGroupRequestTypeDef#
# DescribeFeatureGroupRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFeatureGroupRequestTypeDef
def get_value() -> DescribeFeatureGroupRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# DescribeFeatureGroupRequestTypeDef definition
class DescribeFeatureGroupRequestTypeDef(TypedDict):
FeatureGroupName: str,
NextToken: NotRequired[str],LastUpdateStatusTypeDef#
# LastUpdateStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LastUpdateStatusTypeDef
def get_value() -> LastUpdateStatusTypeDef:
return {
"Status": ...,
}
# LastUpdateStatusTypeDef definition
class LastUpdateStatusTypeDef(TypedDict):
Status: LastUpdateStatusValueType, # (1)
FailureReason: NotRequired[str],OfflineStoreStatusTypeDef#
# OfflineStoreStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OfflineStoreStatusTypeDef
def get_value() -> OfflineStoreStatusTypeDef:
return {
"Status": ...,
}
# OfflineStoreStatusTypeDef definition
class OfflineStoreStatusTypeDef(TypedDict):
Status: OfflineStoreStatusValueType, # (1)
BlockedReason: NotRequired[str],ThroughputConfigDescriptionTypeDef#
# ThroughputConfigDescriptionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ThroughputConfigDescriptionTypeDef
def get_value() -> ThroughputConfigDescriptionTypeDef:
return {
"ThroughputMode": ...,
}
# ThroughputConfigDescriptionTypeDef definition
class ThroughputConfigDescriptionTypeDef(TypedDict):
ThroughputMode: ThroughputModeType, # (1)
ProvisionedReadCapacityUnits: NotRequired[int],
ProvisionedWriteCapacityUnits: NotRequired[int],DescribeFeatureMetadataRequestTypeDef#
# DescribeFeatureMetadataRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFeatureMetadataRequestTypeDef
def get_value() -> DescribeFeatureMetadataRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# DescribeFeatureMetadataRequestTypeDef definition
class DescribeFeatureMetadataRequestTypeDef(TypedDict):
FeatureGroupName: str,
FeatureName: str,FeatureParameterTypeDef#
# FeatureParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FeatureParameterTypeDef
def get_value() -> FeatureParameterTypeDef:
return {
"Key": ...,
}
# FeatureParameterTypeDef definition
class FeatureParameterTypeDef(TypedDict):
Key: NotRequired[str],
Value: NotRequired[str],DescribeFlowDefinitionRequestTypeDef#
# DescribeFlowDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFlowDefinitionRequestTypeDef
def get_value() -> DescribeFlowDefinitionRequestTypeDef:
return {
"FlowDefinitionName": ...,
}
# DescribeFlowDefinitionRequestTypeDef definition
class DescribeFlowDefinitionRequestTypeDef(TypedDict):
FlowDefinitionName: str,DescribeHubContentRequestTypeDef#
# DescribeHubContentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHubContentRequestTypeDef
def get_value() -> DescribeHubContentRequestTypeDef:
return {
"HubName": ...,
}
# DescribeHubContentRequestTypeDef definition
class DescribeHubContentRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
HubContentName: str,
HubContentVersion: NotRequired[str],HubContentDependencyTypeDef#
# HubContentDependencyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HubContentDependencyTypeDef
def get_value() -> HubContentDependencyTypeDef:
return {
"DependencyOriginPath": ...,
}
# HubContentDependencyTypeDef definition
class HubContentDependencyTypeDef(TypedDict):
DependencyOriginPath: NotRequired[str],
DependencyCopyPath: NotRequired[str],DescribeHubRequestTypeDef#
# DescribeHubRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHubRequestTypeDef
def get_value() -> DescribeHubRequestTypeDef:
return {
"HubName": ...,
}
# DescribeHubRequestTypeDef definition
class DescribeHubRequestTypeDef(TypedDict):
HubName: str,DescribeHumanTaskUiRequestTypeDef#
# DescribeHumanTaskUiRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHumanTaskUiRequestTypeDef
def get_value() -> DescribeHumanTaskUiRequestTypeDef:
return {
"HumanTaskUiName": ...,
}
# DescribeHumanTaskUiRequestTypeDef definition
class DescribeHumanTaskUiRequestTypeDef(TypedDict):
HumanTaskUiName: str,UiTemplateInfoTypeDef#
# UiTemplateInfoTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UiTemplateInfoTypeDef
def get_value() -> UiTemplateInfoTypeDef:
return {
"Url": ...,
}
# UiTemplateInfoTypeDef definition
class UiTemplateInfoTypeDef(TypedDict):
Url: NotRequired[str],
ContentSha256: NotRequired[str],DescribeHyperParameterTuningJobRequestTypeDef#
# DescribeHyperParameterTuningJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHyperParameterTuningJobRequestTypeDef
def get_value() -> DescribeHyperParameterTuningJobRequestTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# DescribeHyperParameterTuningJobRequestTypeDef definition
class DescribeHyperParameterTuningJobRequestTypeDef(TypedDict):
HyperParameterTuningJobName: str,HyperParameterTuningJobCompletionDetailsTypeDef#
# HyperParameterTuningJobCompletionDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobCompletionDetailsTypeDef
def get_value() -> HyperParameterTuningJobCompletionDetailsTypeDef:
return {
"NumberOfTrainingJobsObjectiveNotImproving": ...,
}
# HyperParameterTuningJobCompletionDetailsTypeDef definition
class HyperParameterTuningJobCompletionDetailsTypeDef(TypedDict):
NumberOfTrainingJobsObjectiveNotImproving: NotRequired[int],
ConvergenceDetectedTime: NotRequired[datetime],HyperParameterTuningJobConsumedResourcesTypeDef#
# HyperParameterTuningJobConsumedResourcesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobConsumedResourcesTypeDef
def get_value() -> HyperParameterTuningJobConsumedResourcesTypeDef:
return {
"RuntimeInSeconds": ...,
}
# HyperParameterTuningJobConsumedResourcesTypeDef definition
class HyperParameterTuningJobConsumedResourcesTypeDef(TypedDict):
RuntimeInSeconds: NotRequired[int],ObjectiveStatusCountersTypeDef#
# ObjectiveStatusCountersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ObjectiveStatusCountersTypeDef
def get_value() -> ObjectiveStatusCountersTypeDef:
return {
"Succeeded": ...,
}
# ObjectiveStatusCountersTypeDef definition
class ObjectiveStatusCountersTypeDef(TypedDict):
Succeeded: NotRequired[int],
Pending: NotRequired[int],
Failed: NotRequired[int],TrainingJobStatusCountersTypeDef#
# TrainingJobStatusCountersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobStatusCountersTypeDef
def get_value() -> TrainingJobStatusCountersTypeDef:
return {
"Completed": ...,
}
# TrainingJobStatusCountersTypeDef definition
class TrainingJobStatusCountersTypeDef(TypedDict):
Completed: NotRequired[int],
InProgress: NotRequired[int],
RetryableError: NotRequired[int],
NonRetryableError: NotRequired[int],
Stopped: NotRequired[int],DescribeImageRequestTypeDef#
# DescribeImageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageRequestTypeDef
def get_value() -> DescribeImageRequestTypeDef:
return {
"ImageName": ...,
}
# DescribeImageRequestTypeDef definition
class DescribeImageRequestTypeDef(TypedDict):
ImageName: str,DescribeImageVersionRequestTypeDef#
# DescribeImageVersionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageVersionRequestTypeDef
def get_value() -> DescribeImageVersionRequestTypeDef:
return {
"ImageName": ...,
}
# DescribeImageVersionRequestTypeDef definition
class DescribeImageVersionRequestTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],DescribeInferenceComponentInputTypeDef#
# DescribeInferenceComponentInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceComponentInputTypeDef
def get_value() -> DescribeInferenceComponentInputTypeDef:
return {
"InferenceComponentName": ...,
}
# DescribeInferenceComponentInputTypeDef definition
class DescribeInferenceComponentInputTypeDef(TypedDict):
InferenceComponentName: str,InferenceComponentRuntimeConfigSummaryTypeDef#
# InferenceComponentRuntimeConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentRuntimeConfigSummaryTypeDef
def get_value() -> InferenceComponentRuntimeConfigSummaryTypeDef:
return {
"DesiredCopyCount": ...,
}
# InferenceComponentRuntimeConfigSummaryTypeDef definition
class InferenceComponentRuntimeConfigSummaryTypeDef(TypedDict):
DesiredCopyCount: NotRequired[int],
CurrentCopyCount: NotRequired[int],DescribeInferenceExperimentRequestTypeDef#
# DescribeInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceExperimentRequestTypeDef
def get_value() -> DescribeInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# DescribeInferenceExperimentRequestTypeDef definition
class DescribeInferenceExperimentRequestTypeDef(TypedDict):
Name: str,EndpointMetadataTypeDef#
# EndpointMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointMetadataTypeDef
def get_value() -> EndpointMetadataTypeDef:
return {
"EndpointName": ...,
}
# EndpointMetadataTypeDef definition
class EndpointMetadataTypeDef(TypedDict):
EndpointName: str,
EndpointConfigName: NotRequired[str],
EndpointStatus: NotRequired[EndpointStatusType], # (1)
FailureReason: NotRequired[str],InferenceExperimentScheduleOutputTypeDef#
# InferenceExperimentScheduleOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentScheduleOutputTypeDef
def get_value() -> InferenceExperimentScheduleOutputTypeDef:
return {
"StartTime": ...,
}
# InferenceExperimentScheduleOutputTypeDef definition
class InferenceExperimentScheduleOutputTypeDef(TypedDict):
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],DescribeInferenceRecommendationsJobRequestTypeDef#
# DescribeInferenceRecommendationsJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceRecommendationsJobRequestTypeDef
def get_value() -> DescribeInferenceRecommendationsJobRequestTypeDef:
return {
"JobName": ...,
}
# DescribeInferenceRecommendationsJobRequestTypeDef definition
class DescribeInferenceRecommendationsJobRequestTypeDef(TypedDict):
JobName: str,DescribeLabelingJobRequestTypeDef#
# DescribeLabelingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeLabelingJobRequestTypeDef
def get_value() -> DescribeLabelingJobRequestTypeDef:
return {
"LabelingJobName": ...,
}
# DescribeLabelingJobRequestTypeDef definition
class DescribeLabelingJobRequestTypeDef(TypedDict):
LabelingJobName: str,LabelCountersTypeDef#
# LabelCountersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelCountersTypeDef
def get_value() -> LabelCountersTypeDef:
return {
"TotalLabeled": ...,
}
# LabelCountersTypeDef definition
class LabelCountersTypeDef(TypedDict):
TotalLabeled: NotRequired[int],
HumanLabeled: NotRequired[int],
MachineLabeled: NotRequired[int],
FailedNonRetryableError: NotRequired[int],
Unlabeled: NotRequired[int],LabelingJobOutputTypeDef#
# LabelingJobOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobOutputTypeDef
def get_value() -> LabelingJobOutputTypeDef:
return {
"OutputDatasetS3Uri": ...,
}
# LabelingJobOutputTypeDef definition
class LabelingJobOutputTypeDef(TypedDict):
OutputDatasetS3Uri: str,
FinalActiveLearningModelArn: NotRequired[str],DescribeLineageGroupRequestTypeDef#
# DescribeLineageGroupRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeLineageGroupRequestTypeDef
def get_value() -> DescribeLineageGroupRequestTypeDef:
return {
"LineageGroupName": ...,
}
# DescribeLineageGroupRequestTypeDef definition
class DescribeLineageGroupRequestTypeDef(TypedDict):
LineageGroupName: str,DescribeMlflowTrackingServerRequestTypeDef#
# DescribeMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeMlflowTrackingServerRequestTypeDef
def get_value() -> DescribeMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# DescribeMlflowTrackingServerRequestTypeDef definition
class DescribeMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,DescribeModelBiasJobDefinitionRequestTypeDef#
# DescribeModelBiasJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelBiasJobDefinitionRequestTypeDef
def get_value() -> DescribeModelBiasJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DescribeModelBiasJobDefinitionRequestTypeDef definition
class DescribeModelBiasJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,ModelBiasAppSpecificationOutputTypeDef#
# ModelBiasAppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelBiasAppSpecificationOutputTypeDef
def get_value() -> ModelBiasAppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# ModelBiasAppSpecificationOutputTypeDef definition
class ModelBiasAppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ConfigUri: str,
Environment: NotRequired[Dict[str, str]],DescribeModelCardExportJobRequestTypeDef#
# DescribeModelCardExportJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelCardExportJobRequestTypeDef
def get_value() -> DescribeModelCardExportJobRequestTypeDef:
return {
"ModelCardExportJobArn": ...,
}
# DescribeModelCardExportJobRequestTypeDef definition
class DescribeModelCardExportJobRequestTypeDef(TypedDict):
ModelCardExportJobArn: str,ModelCardExportArtifactsTypeDef#
# ModelCardExportArtifactsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardExportArtifactsTypeDef
def get_value() -> ModelCardExportArtifactsTypeDef:
return {
"S3ExportArtifacts": ...,
}
# ModelCardExportArtifactsTypeDef definition
class ModelCardExportArtifactsTypeDef(TypedDict):
S3ExportArtifacts: str,DescribeModelCardRequestTypeDef#
# DescribeModelCardRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelCardRequestTypeDef
def get_value() -> DescribeModelCardRequestTypeDef:
return {
"ModelCardName": ...,
}
# DescribeModelCardRequestTypeDef definition
class DescribeModelCardRequestTypeDef(TypedDict):
ModelCardName: str,
ModelCardVersion: NotRequired[int],DescribeModelExplainabilityJobDefinitionRequestTypeDef#
# DescribeModelExplainabilityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelExplainabilityJobDefinitionRequestTypeDef
def get_value() -> DescribeModelExplainabilityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DescribeModelExplainabilityJobDefinitionRequestTypeDef definition
class DescribeModelExplainabilityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,ModelExplainabilityAppSpecificationOutputTypeDef#
# ModelExplainabilityAppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityAppSpecificationOutputTypeDef
def get_value() -> ModelExplainabilityAppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# ModelExplainabilityAppSpecificationOutputTypeDef definition
class ModelExplainabilityAppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ConfigUri: str,
Environment: NotRequired[Dict[str, str]],DescribeModelInputTypeDef#
# DescribeModelInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelInputTypeDef
def get_value() -> DescribeModelInputTypeDef:
return {
"ModelName": ...,
}
# DescribeModelInputTypeDef definition
class DescribeModelInputTypeDef(TypedDict):
ModelName: str,DescribeModelPackageGroupInputTypeDef#
# DescribeModelPackageGroupInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelPackageGroupInputTypeDef
def get_value() -> DescribeModelPackageGroupInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# DescribeModelPackageGroupInputTypeDef definition
class DescribeModelPackageGroupInputTypeDef(TypedDict):
ModelPackageGroupName: str,DescribeModelPackageInputTypeDef#
# DescribeModelPackageInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelPackageInputTypeDef
def get_value() -> DescribeModelPackageInputTypeDef:
return {
"ModelPackageName": ...,
}
# DescribeModelPackageInputTypeDef definition
class DescribeModelPackageInputTypeDef(TypedDict):
ModelPackageName: str,DescribeModelQualityJobDefinitionRequestTypeDef#
# DescribeModelQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelQualityJobDefinitionRequestTypeDef
def get_value() -> DescribeModelQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# DescribeModelQualityJobDefinitionRequestTypeDef definition
class DescribeModelQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,ModelQualityAppSpecificationOutputTypeDef#
# ModelQualityAppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityAppSpecificationOutputTypeDef
def get_value() -> ModelQualityAppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# ModelQualityAppSpecificationOutputTypeDef definition
class ModelQualityAppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[List[str]],
ContainerArguments: NotRequired[List[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],
ProblemType: NotRequired[MonitoringProblemTypeType], # (1)
Environment: NotRequired[Dict[str, str]],DescribeMonitoringScheduleRequestTypeDef#
# DescribeMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeMonitoringScheduleRequestTypeDef
def get_value() -> DescribeMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# DescribeMonitoringScheduleRequestTypeDef definition
class DescribeMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,MonitoringExecutionSummaryTypeDef#
# MonitoringExecutionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringExecutionSummaryTypeDef
def get_value() -> MonitoringExecutionSummaryTypeDef:
return {
"MonitoringScheduleName": ...,
}
# MonitoringExecutionSummaryTypeDef definition
class MonitoringExecutionSummaryTypeDef(TypedDict):
MonitoringScheduleName: str,
ScheduledTime: datetime,
CreationTime: datetime,
LastModifiedTime: datetime,
MonitoringExecutionStatus: ExecutionStatusType, # (1)
ProcessingJobArn: NotRequired[str],
EndpointName: NotRequired[str],
FailureReason: NotRequired[str],
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (2)DescribeNotebookInstanceInputTypeDef#
# DescribeNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputTypeDef
def get_value() -> DescribeNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# DescribeNotebookInstanceInputTypeDef definition
class DescribeNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,DescribeNotebookInstanceLifecycleConfigInputTypeDef#
# DescribeNotebookInstanceLifecycleConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceLifecycleConfigInputTypeDef
def get_value() -> DescribeNotebookInstanceLifecycleConfigInputTypeDef:
return {
"NotebookInstanceLifecycleConfigName": ...,
}
# DescribeNotebookInstanceLifecycleConfigInputTypeDef definition
class DescribeNotebookInstanceLifecycleConfigInputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,DescribeOptimizationJobRequestTypeDef#
# DescribeOptimizationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeOptimizationJobRequestTypeDef
def get_value() -> DescribeOptimizationJobRequestTypeDef:
return {
"OptimizationJobName": ...,
}
# DescribeOptimizationJobRequestTypeDef definition
class DescribeOptimizationJobRequestTypeDef(TypedDict):
OptimizationJobName: str,OptimizationOutputTypeDef#
# OptimizationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationOutputTypeDef
def get_value() -> OptimizationOutputTypeDef:
return {
"RecommendedInferenceImage": ...,
}
# OptimizationOutputTypeDef definition
class OptimizationOutputTypeDef(TypedDict):
RecommendedInferenceImage: NotRequired[str],OptimizationVpcConfigOutputTypeDef#
# OptimizationVpcConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationVpcConfigOutputTypeDef
def get_value() -> OptimizationVpcConfigOutputTypeDef:
return {
"SecurityGroupIds": ...,
}
# OptimizationVpcConfigOutputTypeDef definition
class OptimizationVpcConfigOutputTypeDef(TypedDict):
SecurityGroupIds: List[str],
Subnets: List[str],DescribePartnerAppRequestTypeDef#
# DescribePartnerAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePartnerAppRequestTypeDef
def get_value() -> DescribePartnerAppRequestTypeDef:
return {
"Arn": ...,
}
# DescribePartnerAppRequestTypeDef definition
class DescribePartnerAppRequestTypeDef(TypedDict):
Arn: str,ErrorInfoTypeDef#
# ErrorInfoTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ErrorInfoTypeDef
def get_value() -> ErrorInfoTypeDef:
return {
"Code": ...,
}
# ErrorInfoTypeDef definition
class ErrorInfoTypeDef(TypedDict):
Code: NotRequired[str],
Reason: NotRequired[str],PartnerAppConfigOutputTypeDef#
# PartnerAppConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PartnerAppConfigOutputTypeDef
def get_value() -> PartnerAppConfigOutputTypeDef:
return {
"AdminUsers": ...,
}
# PartnerAppConfigOutputTypeDef definition
class PartnerAppConfigOutputTypeDef(TypedDict):
AdminUsers: NotRequired[List[str]],
Arguments: NotRequired[Dict[str, str]],DescribePipelineDefinitionForExecutionRequestTypeDef#
# DescribePipelineDefinitionForExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineDefinitionForExecutionRequestTypeDef
def get_value() -> DescribePipelineDefinitionForExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# DescribePipelineDefinitionForExecutionRequestTypeDef definition
class DescribePipelineDefinitionForExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,DescribePipelineExecutionRequestTypeDef#
# DescribePipelineExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineExecutionRequestTypeDef
def get_value() -> DescribePipelineExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# DescribePipelineExecutionRequestTypeDef definition
class DescribePipelineExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,PipelineExperimentConfigTypeDef#
# PipelineExperimentConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineExperimentConfigTypeDef
def get_value() -> PipelineExperimentConfigTypeDef:
return {
"ExperimentName": ...,
}
# PipelineExperimentConfigTypeDef definition
class PipelineExperimentConfigTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialName: NotRequired[str],DescribePipelineRequestTypeDef#
# DescribePipelineRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineRequestTypeDef
def get_value() -> DescribePipelineRequestTypeDef:
return {
"PipelineName": ...,
}
# DescribePipelineRequestTypeDef definition
class DescribePipelineRequestTypeDef(TypedDict):
PipelineName: str,DescribeProcessingJobRequestTypeDef#
# DescribeProcessingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeProcessingJobRequestTypeDef
def get_value() -> DescribeProcessingJobRequestTypeDef:
return {
"ProcessingJobName": ...,
}
# DescribeProcessingJobRequestTypeDef definition
class DescribeProcessingJobRequestTypeDef(TypedDict):
ProcessingJobName: str,DescribeProjectInputTypeDef#
# DescribeProjectInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeProjectInputTypeDef
def get_value() -> DescribeProjectInputTypeDef:
return {
"ProjectName": ...,
}
# DescribeProjectInputTypeDef definition
class DescribeProjectInputTypeDef(TypedDict):
ProjectName: str,ServiceCatalogProvisionedProductDetailsTypeDef#
# ServiceCatalogProvisionedProductDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ServiceCatalogProvisionedProductDetailsTypeDef
def get_value() -> ServiceCatalogProvisionedProductDetailsTypeDef:
return {
"ProvisionedProductId": ...,
}
# ServiceCatalogProvisionedProductDetailsTypeDef definition
class ServiceCatalogProvisionedProductDetailsTypeDef(TypedDict):
ProvisionedProductId: NotRequired[str],
ProvisionedProductStatusMessage: NotRequired[str],DescribeSpaceRequestTypeDef#
# DescribeSpaceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeSpaceRequestTypeDef
def get_value() -> DescribeSpaceRequestTypeDef:
return {
"DomainId": ...,
}
# DescribeSpaceRequestTypeDef definition
class DescribeSpaceRequestTypeDef(TypedDict):
DomainId: str,
SpaceName: str,DescribeStudioLifecycleConfigRequestTypeDef#
# DescribeStudioLifecycleConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeStudioLifecycleConfigRequestTypeDef
def get_value() -> DescribeStudioLifecycleConfigRequestTypeDef:
return {
"StudioLifecycleConfigName": ...,
}
# DescribeStudioLifecycleConfigRequestTypeDef definition
class DescribeStudioLifecycleConfigRequestTypeDef(TypedDict):
StudioLifecycleConfigName: str,DescribeSubscribedWorkteamRequestTypeDef#
# DescribeSubscribedWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeSubscribedWorkteamRequestTypeDef
def get_value() -> DescribeSubscribedWorkteamRequestTypeDef:
return {
"WorkteamArn": ...,
}
# DescribeSubscribedWorkteamRequestTypeDef definition
class DescribeSubscribedWorkteamRequestTypeDef(TypedDict):
WorkteamArn: str,SubscribedWorkteamTypeDef#
# SubscribedWorkteamTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SubscribedWorkteamTypeDef
def get_value() -> SubscribedWorkteamTypeDef:
return {
"WorkteamArn": ...,
}
# SubscribedWorkteamTypeDef definition
class SubscribedWorkteamTypeDef(TypedDict):
WorkteamArn: str,
MarketplaceTitle: NotRequired[str],
SellerName: NotRequired[str],
MarketplaceDescription: NotRequired[str],
ListingId: NotRequired[str],DescribeTrainingJobRequestTypeDef#
# DescribeTrainingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrainingJobRequestTypeDef
def get_value() -> DescribeTrainingJobRequestTypeDef:
return {
"TrainingJobName": ...,
}
# DescribeTrainingJobRequestTypeDef definition
class DescribeTrainingJobRequestTypeDef(TypedDict):
TrainingJobName: str,MetricDataTypeDef#
# MetricDataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetricDataTypeDef
def get_value() -> MetricDataTypeDef:
return {
"MetricName": ...,
}
# MetricDataTypeDef definition
class MetricDataTypeDef(TypedDict):
MetricName: NotRequired[str],
Value: NotRequired[float],
Timestamp: NotRequired[datetime],ProfilerConfigOutputTypeDef#
# ProfilerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerConfigOutputTypeDef
def get_value() -> ProfilerConfigOutputTypeDef:
return {
"S3OutputPath": ...,
}
# ProfilerConfigOutputTypeDef definition
class ProfilerConfigOutputTypeDef(TypedDict):
S3OutputPath: NotRequired[str],
ProfilingIntervalInMilliseconds: NotRequired[int],
ProfilingParameters: NotRequired[Dict[str, str]],
DisableProfiler: NotRequired[bool],ProfilerRuleConfigurationOutputTypeDef#
# ProfilerRuleConfigurationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerRuleConfigurationOutputTypeDef
def get_value() -> ProfilerRuleConfigurationOutputTypeDef:
return {
"RuleConfigurationName": ...,
}
# ProfilerRuleConfigurationOutputTypeDef definition
class ProfilerRuleConfigurationOutputTypeDef(TypedDict):
RuleConfigurationName: str,
RuleEvaluatorImage: str,
LocalPath: NotRequired[str],
S3OutputPath: NotRequired[str],
InstanceType: NotRequired[ProcessingInstanceTypeType], # (1)
VolumeSizeInGB: NotRequired[int],
RuleParameters: NotRequired[Dict[str, str]],ProfilerRuleEvaluationStatusTypeDef#
# ProfilerRuleEvaluationStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerRuleEvaluationStatusTypeDef
def get_value() -> ProfilerRuleEvaluationStatusTypeDef:
return {
"RuleConfigurationName": ...,
}
# ProfilerRuleEvaluationStatusTypeDef definition
class ProfilerRuleEvaluationStatusTypeDef(TypedDict):
RuleConfigurationName: NotRequired[str],
RuleEvaluationJobArn: NotRequired[str],
RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType], # (1)
StatusDetails: NotRequired[str],
LastModifiedTime: NotRequired[datetime],SecondaryStatusTransitionTypeDef#
# SecondaryStatusTransitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SecondaryStatusTransitionTypeDef
def get_value() -> SecondaryStatusTransitionTypeDef:
return {
"Status": ...,
}
# SecondaryStatusTransitionTypeDef definition
class SecondaryStatusTransitionTypeDef(TypedDict):
Status: SecondaryStatusType, # (1)
StartTime: datetime,
EndTime: NotRequired[datetime],
StatusMessage: NotRequired[str],WarmPoolStatusTypeDef#
# WarmPoolStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WarmPoolStatusTypeDef
def get_value() -> WarmPoolStatusTypeDef:
return {
"Status": ...,
}
# WarmPoolStatusTypeDef definition
class WarmPoolStatusTypeDef(TypedDict):
Status: WarmPoolResourceStatusType, # (1)
ResourceRetainedBillableTimeInSeconds: NotRequired[int],
ReusedByJob: NotRequired[str],DescribeTrainingPlanRequestTypeDef#
# DescribeTrainingPlanRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrainingPlanRequestTypeDef
def get_value() -> DescribeTrainingPlanRequestTypeDef:
return {
"TrainingPlanName": ...,
}
# DescribeTrainingPlanRequestTypeDef definition
class DescribeTrainingPlanRequestTypeDef(TypedDict):
TrainingPlanName: str,ReservedCapacitySummaryTypeDef#
# ReservedCapacitySummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ReservedCapacitySummaryTypeDef
def get_value() -> ReservedCapacitySummaryTypeDef:
return {
"ReservedCapacityArn": ...,
}
# ReservedCapacitySummaryTypeDef definition
class ReservedCapacitySummaryTypeDef(TypedDict):
ReservedCapacityArn: str,
InstanceType: ReservedCapacityInstanceTypeType, # (1)
TotalInstanceCount: int,
Status: ReservedCapacityStatusType, # (2)
AvailabilityZone: NotRequired[str],
DurationHours: NotRequired[int],
DurationMinutes: NotRequired[int],
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],DescribeTransformJobRequestTypeDef#
# DescribeTransformJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTransformJobRequestTypeDef
def get_value() -> DescribeTransformJobRequestTypeDef:
return {
"TransformJobName": ...,
}
# DescribeTransformJobRequestTypeDef definition
class DescribeTransformJobRequestTypeDef(TypedDict):
TransformJobName: str,DescribeTrialComponentRequestTypeDef#
# DescribeTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrialComponentRequestTypeDef
def get_value() -> DescribeTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# DescribeTrialComponentRequestTypeDef definition
class DescribeTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,TrialComponentMetricSummaryTypeDef#
# TrialComponentMetricSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentMetricSummaryTypeDef
def get_value() -> TrialComponentMetricSummaryTypeDef:
return {
"MetricName": ...,
}
# TrialComponentMetricSummaryTypeDef definition
class TrialComponentMetricSummaryTypeDef(TypedDict):
MetricName: NotRequired[str],
SourceArn: NotRequired[str],
TimeStamp: NotRequired[datetime],
Max: NotRequired[float],
Min: NotRequired[float],
Last: NotRequired[float],
Count: NotRequired[int],
Avg: NotRequired[float],
StdDev: NotRequired[float],TrialComponentSourceTypeDef#
# TrialComponentSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentSourceTypeDef
def get_value() -> TrialComponentSourceTypeDef:
return {
"SourceArn": ...,
}
# TrialComponentSourceTypeDef definition
class TrialComponentSourceTypeDef(TypedDict):
SourceArn: str,
SourceType: NotRequired[str],DescribeTrialRequestTypeDef#
# DescribeTrialRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrialRequestTypeDef
def get_value() -> DescribeTrialRequestTypeDef:
return {
"TrialName": ...,
}
# DescribeTrialRequestTypeDef definition
class DescribeTrialRequestTypeDef(TypedDict):
TrialName: str,TrialSourceTypeDef#
# TrialSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialSourceTypeDef
def get_value() -> TrialSourceTypeDef:
return {
"SourceArn": ...,
}
# TrialSourceTypeDef definition
class TrialSourceTypeDef(TypedDict):
SourceArn: str,
SourceType: NotRequired[str],DescribeUserProfileRequestTypeDef#
# DescribeUserProfileRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeUserProfileRequestTypeDef
def get_value() -> DescribeUserProfileRequestTypeDef:
return {
"DomainId": ...,
}
# DescribeUserProfileRequestTypeDef definition
class DescribeUserProfileRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,DescribeWorkforceRequestTypeDef#
# DescribeWorkforceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeWorkforceRequestTypeDef
def get_value() -> DescribeWorkforceRequestTypeDef:
return {
"WorkforceName": ...,
}
# DescribeWorkforceRequestTypeDef definition
class DescribeWorkforceRequestTypeDef(TypedDict):
WorkforceName: str,DescribeWorkteamRequestTypeDef#
# DescribeWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeWorkteamRequestTypeDef
def get_value() -> DescribeWorkteamRequestTypeDef:
return {
"WorkteamName": ...,
}
# DescribeWorkteamRequestTypeDef definition
class DescribeWorkteamRequestTypeDef(TypedDict):
WorkteamName: str,ProductionVariantServerlessUpdateConfigTypeDef#
# ProductionVariantServerlessUpdateConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantServerlessUpdateConfigTypeDef
def get_value() -> ProductionVariantServerlessUpdateConfigTypeDef:
return {
"MaxConcurrency": ...,
}
# ProductionVariantServerlessUpdateConfigTypeDef definition
class ProductionVariantServerlessUpdateConfigTypeDef(TypedDict):
MaxConcurrency: NotRequired[int],
ProvisionedConcurrency: NotRequired[int],DeviceDeploymentSummaryTypeDef#
# DeviceDeploymentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceDeploymentSummaryTypeDef
def get_value() -> DeviceDeploymentSummaryTypeDef:
return {
"EdgeDeploymentPlanArn": ...,
}
# DeviceDeploymentSummaryTypeDef definition
class DeviceDeploymentSummaryTypeDef(TypedDict):
EdgeDeploymentPlanArn: str,
EdgeDeploymentPlanName: str,
StageName: str,
DeviceName: str,
DeviceArn: str,
DeployedStageName: NotRequired[str],
DeviceFleetName: NotRequired[str],
DeviceDeploymentStatus: NotRequired[DeviceDeploymentStatusType], # (1)
DeviceDeploymentStatusMessage: NotRequired[str],
Description: NotRequired[str],
DeploymentStartTime: NotRequired[datetime],DeviceFleetSummaryTypeDef#
# DeviceFleetSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceFleetSummaryTypeDef
def get_value() -> DeviceFleetSummaryTypeDef:
return {
"DeviceFleetArn": ...,
}
# DeviceFleetSummaryTypeDef definition
class DeviceFleetSummaryTypeDef(TypedDict):
DeviceFleetArn: str,
DeviceFleetName: str,
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],DeviceSelectionConfigTypeDef#
# DeviceSelectionConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceSelectionConfigTypeDef
def get_value() -> DeviceSelectionConfigTypeDef:
return {
"DeviceSubsetType": ...,
}
# DeviceSelectionConfigTypeDef definition
class DeviceSelectionConfigTypeDef(TypedDict):
DeviceSubsetType: DeviceSubsetTypeType, # (1)
Percentage: NotRequired[int],
DeviceNames: NotRequired[Sequence[str]],
DeviceNameContains: NotRequired[str],DeviceStatsTypeDef#
# DeviceStatsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceStatsTypeDef
def get_value() -> DeviceStatsTypeDef:
return {
"ConnectedDeviceCount": ...,
}
# DeviceStatsTypeDef definition
class DeviceStatsTypeDef(TypedDict):
ConnectedDeviceCount: int,
RegisteredDeviceCount: int,EdgeModelSummaryTypeDef#
# EdgeModelSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeModelSummaryTypeDef
def get_value() -> EdgeModelSummaryTypeDef:
return {
"ModelName": ...,
}
# EdgeModelSummaryTypeDef definition
class EdgeModelSummaryTypeDef(TypedDict):
ModelName: str,
ModelVersion: str,DeviceTypeDef#
# DeviceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceTypeDef
def get_value() -> DeviceTypeDef:
return {
"DeviceName": ...,
}
# DeviceTypeDef definition
class DeviceTypeDef(TypedDict):
DeviceName: str,
Description: NotRequired[str],
IotThingName: NotRequired[str],DisassociateTrialComponentRequestTypeDef#
# DisassociateTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DisassociateTrialComponentRequestTypeDef
def get_value() -> DisassociateTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# DisassociateTrialComponentRequestTypeDef definition
class DisassociateTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,
TrialName: str,DockerSettingsOutputTypeDef#
# DockerSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DockerSettingsOutputTypeDef
def get_value() -> DockerSettingsOutputTypeDef:
return {
"EnableDockerAccess": ...,
}
# DockerSettingsOutputTypeDef definition
class DockerSettingsOutputTypeDef(TypedDict):
EnableDockerAccess: NotRequired[FeatureStatusType], # (1)
VpcOnlyTrustedAccounts: NotRequired[List[str]],DockerSettingsTypeDef#
# DockerSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DockerSettingsTypeDef
def get_value() -> DockerSettingsTypeDef:
return {
"EnableDockerAccess": ...,
}
# DockerSettingsTypeDef definition
class DockerSettingsTypeDef(TypedDict):
EnableDockerAccess: NotRequired[FeatureStatusType], # (1)
VpcOnlyTrustedAccounts: NotRequired[Sequence[str]],DomainDetailsTypeDef#
# DomainDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DomainDetailsTypeDef
def get_value() -> DomainDetailsTypeDef:
return {
"DomainArn": ...,
}
# DomainDetailsTypeDef definition
class DomainDetailsTypeDef(TypedDict):
DomainArn: NotRequired[str],
DomainId: NotRequired[str],
DomainName: NotRequired[str],
Status: NotRequired[DomainStatusType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
Url: NotRequired[str],- See DomainStatusType
FileSourceTypeDef#
# FileSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FileSourceTypeDef
def get_value() -> FileSourceTypeDef:
return {
"ContentType": ...,
}
# FileSourceTypeDef definition
class FileSourceTypeDef(TypedDict):
S3Uri: str,
ContentType: NotRequired[str],
ContentDigest: NotRequired[str],EMRStepMetadataTypeDef#
# EMRStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EMRStepMetadataTypeDef
def get_value() -> EMRStepMetadataTypeDef:
return {
"ClusterId": ...,
}
# EMRStepMetadataTypeDef definition
class EMRStepMetadataTypeDef(TypedDict):
ClusterId: NotRequired[str],
StepId: NotRequired[str],
StepName: NotRequired[str],
LogFilePath: NotRequired[str],EbsStorageSettingsTypeDef#
# EbsStorageSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EbsStorageSettingsTypeDef
def get_value() -> EbsStorageSettingsTypeDef:
return {
"EbsVolumeSizeInGb": ...,
}
# EbsStorageSettingsTypeDef definition
class EbsStorageSettingsTypeDef(TypedDict):
EbsVolumeSizeInGb: int,EdgeDeploymentPlanSummaryTypeDef#
# EdgeDeploymentPlanSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeDeploymentPlanSummaryTypeDef
def get_value() -> EdgeDeploymentPlanSummaryTypeDef:
return {
"EdgeDeploymentPlanArn": ...,
}
# EdgeDeploymentPlanSummaryTypeDef definition
class EdgeDeploymentPlanSummaryTypeDef(TypedDict):
EdgeDeploymentPlanArn: str,
EdgeDeploymentPlanName: str,
DeviceFleetName: str,
EdgeDeploymentSuccess: int,
EdgeDeploymentPending: int,
EdgeDeploymentFailed: int,
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],EdgeModelStatTypeDef#
# EdgeModelStatTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeModelStatTypeDef
def get_value() -> EdgeModelStatTypeDef:
return {
"ModelName": ...,
}
# EdgeModelStatTypeDef definition
class EdgeModelStatTypeDef(TypedDict):
ModelName: str,
ModelVersion: str,
OfflineDeviceCount: int,
ConnectedDeviceCount: int,
ActiveDeviceCount: int,
SamplingDeviceCount: int,EdgePackagingJobSummaryTypeDef#
# EdgePackagingJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgePackagingJobSummaryTypeDef
def get_value() -> EdgePackagingJobSummaryTypeDef:
return {
"EdgePackagingJobArn": ...,
}
# EdgePackagingJobSummaryTypeDef definition
class EdgePackagingJobSummaryTypeDef(TypedDict):
EdgePackagingJobArn: str,
EdgePackagingJobName: str,
EdgePackagingJobStatus: EdgePackagingJobStatusType, # (1)
CompilationJobName: NotRequired[str],
ModelName: NotRequired[str],
ModelVersion: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],EdgeTypeDef#
# EdgeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EdgeTypeDef
def get_value() -> EdgeTypeDef:
return {
"SourceArn": ...,
}
# EdgeTypeDef definition
class EdgeTypeDef(TypedDict):
SourceArn: NotRequired[str],
DestinationArn: NotRequired[str],
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)EmrSettingsOutputTypeDef#
# EmrSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EmrSettingsOutputTypeDef
def get_value() -> EmrSettingsOutputTypeDef:
return {
"AssumableRoleArns": ...,
}
# EmrSettingsOutputTypeDef definition
class EmrSettingsOutputTypeDef(TypedDict):
AssumableRoleArns: NotRequired[List[str]],
ExecutionRoleArns: NotRequired[List[str]],EmrSettingsTypeDef#
# EmrSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EmrSettingsTypeDef
def get_value() -> EmrSettingsTypeDef:
return {
"AssumableRoleArns": ...,
}
# EmrSettingsTypeDef definition
class EmrSettingsTypeDef(TypedDict):
AssumableRoleArns: NotRequired[Sequence[str]],
ExecutionRoleArns: NotRequired[Sequence[str]],EndpointConfigStepMetadataTypeDef#
# EndpointConfigStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointConfigStepMetadataTypeDef
def get_value() -> EndpointConfigStepMetadataTypeDef:
return {
"Arn": ...,
}
# EndpointConfigStepMetadataTypeDef definition
class EndpointConfigStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],EndpointConfigSummaryTypeDef#
# EndpointConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointConfigSummaryTypeDef
def get_value() -> EndpointConfigSummaryTypeDef:
return {
"EndpointConfigName": ...,
}
# EndpointConfigSummaryTypeDef definition
class EndpointConfigSummaryTypeDef(TypedDict):
EndpointConfigName: str,
EndpointConfigArn: str,
CreationTime: datetime,EndpointInfoTypeDef#
# EndpointInfoTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointInfoTypeDef
def get_value() -> EndpointInfoTypeDef:
return {
"EndpointName": ...,
}
# EndpointInfoTypeDef definition
class EndpointInfoTypeDef(TypedDict):
EndpointName: NotRequired[str],ProductionVariantServerlessConfigTypeDef#
# ProductionVariantServerlessConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantServerlessConfigTypeDef
def get_value() -> ProductionVariantServerlessConfigTypeDef:
return {
"MemorySizeInMB": ...,
}
# ProductionVariantServerlessConfigTypeDef definition
class ProductionVariantServerlessConfigTypeDef(TypedDict):
MemorySizeInMB: int,
MaxConcurrency: int,
ProvisionedConcurrency: NotRequired[int],InferenceMetricsTypeDef#
# InferenceMetricsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceMetricsTypeDef
def get_value() -> InferenceMetricsTypeDef:
return {
"MaxInvocations": ...,
}
# InferenceMetricsTypeDef definition
class InferenceMetricsTypeDef(TypedDict):
MaxInvocations: int,
ModelLatency: int,EndpointStepMetadataTypeDef#
# EndpointStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointStepMetadataTypeDef
def get_value() -> EndpointStepMetadataTypeDef:
return {
"Arn": ...,
}
# EndpointStepMetadataTypeDef definition
class EndpointStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],EndpointSummaryTypeDef#
# EndpointSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointSummaryTypeDef
def get_value() -> EndpointSummaryTypeDef:
return {
"EndpointName": ...,
}
# EndpointSummaryTypeDef definition
class EndpointSummaryTypeDef(TypedDict):
EndpointName: str,
EndpointArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
EndpointStatus: EndpointStatusType, # (1)EnvironmentParameterTypeDef#
# EnvironmentParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EnvironmentParameterTypeDef
def get_value() -> EnvironmentParameterTypeDef:
return {
"Key": ...,
}
# EnvironmentParameterTypeDef definition
class EnvironmentParameterTypeDef(TypedDict):
Key: str,
ValueType: str,
Value: str,FailStepMetadataTypeDef#
# FailStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FailStepMetadataTypeDef
def get_value() -> FailStepMetadataTypeDef:
return {
"ErrorMessage": ...,
}
# FailStepMetadataTypeDef definition
class FailStepMetadataTypeDef(TypedDict):
ErrorMessage: NotRequired[str],FilterTypeDef#
# FilterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FilterTypeDef
def get_value() -> FilterTypeDef:
return {
"Name": ...,
}
# FilterTypeDef definition
class FilterTypeDef(TypedDict):
Name: str,
Operator: NotRequired[OperatorType], # (1)
Value: NotRequired[str],- See OperatorType
FinalHyperParameterTuningJobObjectiveMetricTypeDef#
# FinalHyperParameterTuningJobObjectiveMetricTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FinalHyperParameterTuningJobObjectiveMetricTypeDef
def get_value() -> FinalHyperParameterTuningJobObjectiveMetricTypeDef:
return {
"Type": ...,
}
# FinalHyperParameterTuningJobObjectiveMetricTypeDef definition
class FinalHyperParameterTuningJobObjectiveMetricTypeDef(TypedDict):
MetricName: str,
Value: float,
Type: NotRequired[HyperParameterTuningJobObjectiveTypeType], # (1)FlowDefinitionSummaryTypeDef#
# FlowDefinitionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FlowDefinitionSummaryTypeDef
def get_value() -> FlowDefinitionSummaryTypeDef:
return {
"FlowDefinitionName": ...,
}
# FlowDefinitionSummaryTypeDef definition
class FlowDefinitionSummaryTypeDef(TypedDict):
FlowDefinitionName: str,
FlowDefinitionArn: str,
FlowDefinitionStatus: FlowDefinitionStatusType, # (1)
CreationTime: datetime,
FailureReason: NotRequired[str],GetDeviceFleetReportRequestTypeDef#
# GetDeviceFleetReportRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetDeviceFleetReportRequestTypeDef
def get_value() -> GetDeviceFleetReportRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# GetDeviceFleetReportRequestTypeDef definition
class GetDeviceFleetReportRequestTypeDef(TypedDict):
DeviceFleetName: str,GetLineageGroupPolicyRequestTypeDef#
# GetLineageGroupPolicyRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetLineageGroupPolicyRequestTypeDef
def get_value() -> GetLineageGroupPolicyRequestTypeDef:
return {
"LineageGroupName": ...,
}
# GetLineageGroupPolicyRequestTypeDef definition
class GetLineageGroupPolicyRequestTypeDef(TypedDict):
LineageGroupName: str,GetModelPackageGroupPolicyInputTypeDef#
# GetModelPackageGroupPolicyInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetModelPackageGroupPolicyInputTypeDef
def get_value() -> GetModelPackageGroupPolicyInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# GetModelPackageGroupPolicyInputTypeDef definition
class GetModelPackageGroupPolicyInputTypeDef(TypedDict):
ModelPackageGroupName: str,ScalingPolicyObjectiveTypeDef#
# ScalingPolicyObjectiveTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ScalingPolicyObjectiveTypeDef
def get_value() -> ScalingPolicyObjectiveTypeDef:
return {
"MinInvocationsPerMinute": ...,
}
# ScalingPolicyObjectiveTypeDef definition
class ScalingPolicyObjectiveTypeDef(TypedDict):
MinInvocationsPerMinute: NotRequired[int],
MaxInvocationsPerMinute: NotRequired[int],ScalingPolicyMetricTypeDef#
# ScalingPolicyMetricTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ScalingPolicyMetricTypeDef
def get_value() -> ScalingPolicyMetricTypeDef:
return {
"InvocationsPerInstance": ...,
}
# ScalingPolicyMetricTypeDef definition
class ScalingPolicyMetricTypeDef(TypedDict):
InvocationsPerInstance: NotRequired[int],
ModelLatency: NotRequired[int],PropertyNameSuggestionTypeDef#
# PropertyNameSuggestionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PropertyNameSuggestionTypeDef
def get_value() -> PropertyNameSuggestionTypeDef:
return {
"PropertyName": ...,
}
# PropertyNameSuggestionTypeDef definition
class PropertyNameSuggestionTypeDef(TypedDict):
PropertyName: NotRequired[str],GitConfigForUpdateTypeDef#
# GitConfigForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GitConfigForUpdateTypeDef
def get_value() -> GitConfigForUpdateTypeDef:
return {
"SecretArn": ...,
}
# GitConfigForUpdateTypeDef definition
class GitConfigForUpdateTypeDef(TypedDict):
SecretArn: NotRequired[str],HiddenSageMakerImageOutputTypeDef#
# HiddenSageMakerImageOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HiddenSageMakerImageOutputTypeDef
def get_value() -> HiddenSageMakerImageOutputTypeDef:
return {
"SageMakerImageName": ...,
}
# HiddenSageMakerImageOutputTypeDef definition
class HiddenSageMakerImageOutputTypeDef(TypedDict):
SageMakerImageName: NotRequired[SageMakerImageNameType], # (1)
VersionAliases: NotRequired[List[str]],HiddenSageMakerImageTypeDef#
# HiddenSageMakerImageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HiddenSageMakerImageTypeDef
def get_value() -> HiddenSageMakerImageTypeDef:
return {
"SageMakerImageName": ...,
}
# HiddenSageMakerImageTypeDef definition
class HiddenSageMakerImageTypeDef(TypedDict):
SageMakerImageName: NotRequired[SageMakerImageNameType], # (1)
VersionAliases: NotRequired[Sequence[str]],HolidayConfigAttributesTypeDef#
# HolidayConfigAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HolidayConfigAttributesTypeDef
def get_value() -> HolidayConfigAttributesTypeDef:
return {
"CountryCode": ...,
}
# HolidayConfigAttributesTypeDef definition
class HolidayConfigAttributesTypeDef(TypedDict):
CountryCode: NotRequired[str],HubContentInfoTypeDef#
# HubContentInfoTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HubContentInfoTypeDef
def get_value() -> HubContentInfoTypeDef:
return {
"HubContentName": ...,
}
# HubContentInfoTypeDef definition
class HubContentInfoTypeDef(TypedDict):
HubContentName: str,
HubContentArn: str,
HubContentVersion: str,
HubContentType: HubContentTypeType, # (1)
DocumentSchemaVersion: str,
HubContentStatus: HubContentStatusType, # (3)
CreationTime: datetime,
SageMakerPublicHubContentArn: NotRequired[str],
HubContentDisplayName: NotRequired[str],
HubContentDescription: NotRequired[str],
SupportStatus: NotRequired[HubContentSupportStatusType], # (2)
HubContentSearchKeywords: NotRequired[List[str]],
OriginalCreationTime: NotRequired[datetime],HubInfoTypeDef#
# HubInfoTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HubInfoTypeDef
def get_value() -> HubInfoTypeDef:
return {
"HubName": ...,
}
# HubInfoTypeDef definition
class HubInfoTypeDef(TypedDict):
HubName: str,
HubArn: str,
HubStatus: HubStatusType, # (1)
CreationTime: datetime,
LastModifiedTime: datetime,
HubDisplayName: NotRequired[str],
HubDescription: NotRequired[str],
HubSearchKeywords: NotRequired[List[str]],- See HubStatusType
HumanLoopActivationConditionsConfigTypeDef#
# HumanLoopActivationConditionsConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanLoopActivationConditionsConfigTypeDef
def get_value() -> HumanLoopActivationConditionsConfigTypeDef:
return {
"HumanLoopActivationConditions": ...,
}
# HumanLoopActivationConditionsConfigTypeDef definition
class HumanLoopActivationConditionsConfigTypeDef(TypedDict):
HumanLoopActivationConditions: str,UiConfigTypeDef#
# UiConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UiConfigTypeDef
def get_value() -> UiConfigTypeDef:
return {
"UiTemplateS3Uri": ...,
}
# UiConfigTypeDef definition
class UiConfigTypeDef(TypedDict):
UiTemplateS3Uri: NotRequired[str],
HumanTaskUiArn: NotRequired[str],HumanTaskUiSummaryTypeDef#
# HumanTaskUiSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanTaskUiSummaryTypeDef
def get_value() -> HumanTaskUiSummaryTypeDef:
return {
"HumanTaskUiName": ...,
}
# HumanTaskUiSummaryTypeDef definition
class HumanTaskUiSummaryTypeDef(TypedDict):
HumanTaskUiName: str,
HumanTaskUiArn: str,
CreationTime: datetime,HyperParameterTuningJobObjectiveTypeDef#
# HyperParameterTuningJobObjectiveTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobObjectiveTypeDef
def get_value() -> HyperParameterTuningJobObjectiveTypeDef:
return {
"Type": ...,
}
# HyperParameterTuningJobObjectiveTypeDef definition
class HyperParameterTuningJobObjectiveTypeDef(TypedDict):
Type: HyperParameterTuningJobObjectiveTypeType, # (1)
MetricName: str,HyperParameterTuningInstanceConfigTypeDef#
# HyperParameterTuningInstanceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningInstanceConfigTypeDef
def get_value() -> HyperParameterTuningInstanceConfigTypeDef:
return {
"InstanceType": ...,
}
# HyperParameterTuningInstanceConfigTypeDef definition
class HyperParameterTuningInstanceConfigTypeDef(TypedDict):
InstanceType: TrainingInstanceTypeType, # (1)
InstanceCount: int,
VolumeSizeInGB: int,ResourceLimitsTypeDef#
# ResourceLimitsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceLimitsTypeDef
def get_value() -> ResourceLimitsTypeDef:
return {
"MaxNumberOfTrainingJobs": ...,
}
# ResourceLimitsTypeDef definition
class ResourceLimitsTypeDef(TypedDict):
MaxParallelTrainingJobs: int,
MaxNumberOfTrainingJobs: NotRequired[int],
MaxRuntimeInSeconds: NotRequired[int],HyperbandStrategyConfigTypeDef#
# HyperbandStrategyConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperbandStrategyConfigTypeDef
def get_value() -> HyperbandStrategyConfigTypeDef:
return {
"MinResource": ...,
}
# HyperbandStrategyConfigTypeDef definition
class HyperbandStrategyConfigTypeDef(TypedDict):
MinResource: NotRequired[int],
MaxResource: NotRequired[int],ParentHyperParameterTuningJobTypeDef#
# ParentHyperParameterTuningJobTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParentHyperParameterTuningJobTypeDef
def get_value() -> ParentHyperParameterTuningJobTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# ParentHyperParameterTuningJobTypeDef definition
class ParentHyperParameterTuningJobTypeDef(TypedDict):
HyperParameterTuningJobName: NotRequired[str],IamIdentityTypeDef#
# IamIdentityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IamIdentityTypeDef
def get_value() -> IamIdentityTypeDef:
return {
"Arn": ...,
}
# IamIdentityTypeDef definition
class IamIdentityTypeDef(TypedDict):
Arn: NotRequired[str],
PrincipalId: NotRequired[str],
SourceIdentity: NotRequired[str],IamPolicyConstraintsTypeDef#
# IamPolicyConstraintsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IamPolicyConstraintsTypeDef
def get_value() -> IamPolicyConstraintsTypeDef:
return {
"SourceIp": ...,
}
# IamPolicyConstraintsTypeDef definition
class IamPolicyConstraintsTypeDef(TypedDict):
SourceIp: NotRequired[EnabledOrDisabledType], # (1)
VpcSourceIp: NotRequired[EnabledOrDisabledType], # (1)RepositoryAuthConfigTypeDef#
# RepositoryAuthConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RepositoryAuthConfigTypeDef
def get_value() -> RepositoryAuthConfigTypeDef:
return {
"RepositoryCredentialsProviderArn": ...,
}
# RepositoryAuthConfigTypeDef definition
class RepositoryAuthConfigTypeDef(TypedDict):
RepositoryCredentialsProviderArn: str,ImageTypeDef#
# ImageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImageTypeDef
def get_value() -> ImageTypeDef:
return {
"CreationTime": ...,
}
# ImageTypeDef definition
class ImageTypeDef(TypedDict):
CreationTime: datetime,
ImageArn: str,
ImageName: str,
ImageStatus: ImageStatusType, # (1)
LastModifiedTime: datetime,
Description: NotRequired[str],
DisplayName: NotRequired[str],
FailureReason: NotRequired[str],- See ImageStatusType
ImageVersionTypeDef#
# ImageVersionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImageVersionTypeDef
def get_value() -> ImageVersionTypeDef:
return {
"CreationTime": ...,
}
# ImageVersionTypeDef definition
class ImageVersionTypeDef(TypedDict):
CreationTime: datetime,
ImageArn: str,
ImageVersionArn: str,
ImageVersionStatus: ImageVersionStatusType, # (1)
LastModifiedTime: datetime,
Version: int,
FailureReason: NotRequired[str],InferenceComponentComputeResourceRequirementsTypeDef#
# InferenceComponentComputeResourceRequirementsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentComputeResourceRequirementsTypeDef
def get_value() -> InferenceComponentComputeResourceRequirementsTypeDef:
return {
"NumberOfCpuCoresRequired": ...,
}
# InferenceComponentComputeResourceRequirementsTypeDef definition
class InferenceComponentComputeResourceRequirementsTypeDef(TypedDict):
MinMemoryRequiredInMb: int,
NumberOfCpuCoresRequired: NotRequired[float],
NumberOfAcceleratorDevicesRequired: NotRequired[float],
MaxMemoryRequiredInMb: NotRequired[int],InferenceComponentContainerSpecificationTypeDef#
# InferenceComponentContainerSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentContainerSpecificationTypeDef
def get_value() -> InferenceComponentContainerSpecificationTypeDef:
return {
"Image": ...,
}
# InferenceComponentContainerSpecificationTypeDef definition
class InferenceComponentContainerSpecificationTypeDef(TypedDict):
Image: NotRequired[str],
ArtifactUrl: NotRequired[str],
Environment: NotRequired[Mapping[str, str]],InferenceComponentStartupParametersTypeDef#
# InferenceComponentStartupParametersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentStartupParametersTypeDef
def get_value() -> InferenceComponentStartupParametersTypeDef:
return {
"ModelDataDownloadTimeoutInSeconds": ...,
}
# InferenceComponentStartupParametersTypeDef definition
class InferenceComponentStartupParametersTypeDef(TypedDict):
ModelDataDownloadTimeoutInSeconds: NotRequired[int],
ContainerStartupHealthCheckTimeoutInSeconds: NotRequired[int],InferenceComponentSummaryTypeDef#
# InferenceComponentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentSummaryTypeDef
def get_value() -> InferenceComponentSummaryTypeDef:
return {
"CreationTime": ...,
}
# InferenceComponentSummaryTypeDef definition
class InferenceComponentSummaryTypeDef(TypedDict):
CreationTime: datetime,
InferenceComponentArn: str,
InferenceComponentName: str,
EndpointArn: str,
EndpointName: str,
VariantName: str,
LastModifiedTime: datetime,
InferenceComponentStatus: NotRequired[InferenceComponentStatusType], # (1)InferenceHubAccessConfigTypeDef#
# InferenceHubAccessConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceHubAccessConfigTypeDef
def get_value() -> InferenceHubAccessConfigTypeDef:
return {
"HubContentArn": ...,
}
# InferenceHubAccessConfigTypeDef definition
class InferenceHubAccessConfigTypeDef(TypedDict):
HubContentArn: str,RecommendationMetricsTypeDef#
# RecommendationMetricsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationMetricsTypeDef
def get_value() -> RecommendationMetricsTypeDef:
return {
"CostPerHour": ...,
}
# RecommendationMetricsTypeDef definition
class RecommendationMetricsTypeDef(TypedDict):
CostPerHour: NotRequired[float],
CostPerInference: NotRequired[float],
MaxInvocations: NotRequired[int],
ModelLatency: NotRequired[int],
CpuUtilization: NotRequired[float],
MemoryUtilization: NotRequired[float],
ModelSetupTime: NotRequired[int],InferenceRecommendationsJobTypeDef#
# InferenceRecommendationsJobTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceRecommendationsJobTypeDef
def get_value() -> InferenceRecommendationsJobTypeDef:
return {
"JobName": ...,
}
# InferenceRecommendationsJobTypeDef definition
class InferenceRecommendationsJobTypeDef(TypedDict):
JobName: str,
JobDescription: str,
JobType: RecommendationJobTypeType, # (1)
JobArn: str,
Status: RecommendationJobStatusType, # (2)
CreationTime: datetime,
RoleArn: str,
LastModifiedTime: datetime,
CompletionTime: NotRequired[datetime],
FailureReason: NotRequired[str],
ModelName: NotRequired[str],
SamplePayloadUrl: NotRequired[str],
ModelPackageVersionArn: NotRequired[str],InstanceGroupTypeDef#
# InstanceGroupTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InstanceGroupTypeDef
def get_value() -> InstanceGroupTypeDef:
return {
"InstanceType": ...,
}
# InstanceGroupTypeDef definition
class InstanceGroupTypeDef(TypedDict):
InstanceType: TrainingInstanceTypeType, # (1)
InstanceCount: int,
InstanceGroupName: str,IntegerParameterRangeSpecificationTypeDef#
# IntegerParameterRangeSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IntegerParameterRangeSpecificationTypeDef
def get_value() -> IntegerParameterRangeSpecificationTypeDef:
return {
"MinValue": ...,
}
# IntegerParameterRangeSpecificationTypeDef definition
class IntegerParameterRangeSpecificationTypeDef(TypedDict):
MinValue: str,
MaxValue: str,IntegerParameterRangeTypeDef#
# IntegerParameterRangeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import IntegerParameterRangeTypeDef
def get_value() -> IntegerParameterRangeTypeDef:
return {
"Name": ...,
}
# IntegerParameterRangeTypeDef definition
class IntegerParameterRangeTypeDef(TypedDict):
Name: str,
MinValue: str,
MaxValue: str,
ScalingType: NotRequired[HyperParameterScalingTypeType], # (1)KernelSpecTypeDef#
# KernelSpecTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KernelSpecTypeDef
def get_value() -> KernelSpecTypeDef:
return {
"Name": ...,
}
# KernelSpecTypeDef definition
class KernelSpecTypeDef(TypedDict):
Name: str,
DisplayName: NotRequired[str],LabelCountersForWorkteamTypeDef#
# LabelCountersForWorkteamTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelCountersForWorkteamTypeDef
def get_value() -> LabelCountersForWorkteamTypeDef:
return {
"HumanLabeled": ...,
}
# LabelCountersForWorkteamTypeDef definition
class LabelCountersForWorkteamTypeDef(TypedDict):
HumanLabeled: NotRequired[int],
PendingHuman: NotRequired[int],
Total: NotRequired[int],LabelingJobDataAttributesOutputTypeDef#
# LabelingJobDataAttributesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobDataAttributesOutputTypeDef
def get_value() -> LabelingJobDataAttributesOutputTypeDef:
return {
"ContentClassifiers": ...,
}
# LabelingJobDataAttributesOutputTypeDef definition
class LabelingJobDataAttributesOutputTypeDef(TypedDict):
ContentClassifiers: NotRequired[List[ContentClassifierType]], # (1)LabelingJobDataAttributesTypeDef#
# LabelingJobDataAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobDataAttributesTypeDef
def get_value() -> LabelingJobDataAttributesTypeDef:
return {
"ContentClassifiers": ...,
}
# LabelingJobDataAttributesTypeDef definition
class LabelingJobDataAttributesTypeDef(TypedDict):
ContentClassifiers: NotRequired[Sequence[ContentClassifierType]], # (1)LabelingJobS3DataSourceTypeDef#
# LabelingJobS3DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobS3DataSourceTypeDef
def get_value() -> LabelingJobS3DataSourceTypeDef:
return {
"ManifestS3Uri": ...,
}
# LabelingJobS3DataSourceTypeDef definition
class LabelingJobS3DataSourceTypeDef(TypedDict):
ManifestS3Uri: str,LabelingJobSnsDataSourceTypeDef#
# LabelingJobSnsDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobSnsDataSourceTypeDef
def get_value() -> LabelingJobSnsDataSourceTypeDef:
return {
"SnsTopicArn": ...,
}
# LabelingJobSnsDataSourceTypeDef definition
class LabelingJobSnsDataSourceTypeDef(TypedDict):
SnsTopicArn: str,LineageGroupSummaryTypeDef#
# LineageGroupSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LineageGroupSummaryTypeDef
def get_value() -> LineageGroupSummaryTypeDef:
return {
"LineageGroupArn": ...,
}
# LineageGroupSummaryTypeDef definition
class LineageGroupSummaryTypeDef(TypedDict):
LineageGroupArn: NotRequired[str],
LineageGroupName: NotRequired[str],
DisplayName: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],PaginatorConfigTypeDef#
# PaginatorConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PaginatorConfigTypeDef
def get_value() -> PaginatorConfigTypeDef:
return {
"MaxItems": ...,
}
# PaginatorConfigTypeDef definition
class PaginatorConfigTypeDef(TypedDict):
MaxItems: NotRequired[int],
PageSize: NotRequired[int],
StartingToken: NotRequired[str],ListAliasesRequestTypeDef#
# ListAliasesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAliasesRequestTypeDef
def get_value() -> ListAliasesRequestTypeDef:
return {
"ImageName": ...,
}
# ListAliasesRequestTypeDef definition
class ListAliasesRequestTypeDef(TypedDict):
ImageName: str,
Alias: NotRequired[str],
Version: NotRequired[int],
MaxResults: NotRequired[int],
NextToken: NotRequired[str],ListAppsRequestTypeDef#
# ListAppsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppsRequestTypeDef
def get_value() -> ListAppsRequestTypeDef:
return {
"NextToken": ...,
}
# ListAppsRequestTypeDef definition
class ListAppsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[AppSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameEquals: NotRequired[str],
SpaceNameEquals: NotRequired[str],- See SortOrderType
- See AppSortKeyType
ListCandidatesForAutoMLJobRequestTypeDef#
# ListCandidatesForAutoMLJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobRequestTypeDef
def get_value() -> ListCandidatesForAutoMLJobRequestTypeDef:
return {
"AutoMLJobName": ...,
}
# ListCandidatesForAutoMLJobRequestTypeDef definition
class ListCandidatesForAutoMLJobRequestTypeDef(TypedDict):
AutoMLJobName: str,
StatusEquals: NotRequired[CandidateStatusType], # (1)
CandidateNameEquals: NotRequired[str],
SortOrder: NotRequired[AutoMLSortOrderType], # (2)
SortBy: NotRequired[CandidateSortByType], # (3)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],MonitoringJobDefinitionSummaryTypeDef#
# MonitoringJobDefinitionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringJobDefinitionSummaryTypeDef
def get_value() -> MonitoringJobDefinitionSummaryTypeDef:
return {
"MonitoringJobDefinitionName": ...,
}
# MonitoringJobDefinitionSummaryTypeDef definition
class MonitoringJobDefinitionSummaryTypeDef(TypedDict):
MonitoringJobDefinitionName: str,
MonitoringJobDefinitionArn: str,
CreationTime: datetime,
EndpointName: str,ListDomainsRequestTypeDef#
# ListDomainsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDomainsRequestTypeDef
def get_value() -> ListDomainsRequestTypeDef:
return {
"NextToken": ...,
}
# ListDomainsRequestTypeDef definition
class ListDomainsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListInferenceRecommendationsJobStepsRequestTypeDef#
# ListInferenceRecommendationsJobStepsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsRequestTypeDef
def get_value() -> ListInferenceRecommendationsJobStepsRequestTypeDef:
return {
"JobName": ...,
}
# ListInferenceRecommendationsJobStepsRequestTypeDef definition
class ListInferenceRecommendationsJobStepsRequestTypeDef(TypedDict):
JobName: str,
Status: NotRequired[RecommendationJobStatusType], # (1)
StepType: NotRequired[RecommendationStepTypeType], # (2)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],TrackingServerSummaryTypeDef#
# TrackingServerSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrackingServerSummaryTypeDef
def get_value() -> TrackingServerSummaryTypeDef:
return {
"TrackingServerArn": ...,
}
# TrackingServerSummaryTypeDef definition
class TrackingServerSummaryTypeDef(TypedDict):
TrackingServerArn: NotRequired[str],
TrackingServerName: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
TrackingServerStatus: NotRequired[TrackingServerStatusType], # (1)
IsActive: NotRequired[IsTrackingServerActiveType], # (2)
MlflowVersion: NotRequired[str],ModelCardExportJobSummaryTypeDef#
# ModelCardExportJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardExportJobSummaryTypeDef
def get_value() -> ModelCardExportJobSummaryTypeDef:
return {
"ModelCardExportJobName": ...,
}
# ModelCardExportJobSummaryTypeDef definition
class ModelCardExportJobSummaryTypeDef(TypedDict):
ModelCardExportJobName: str,
ModelCardExportJobArn: str,
Status: ModelCardExportJobStatusType, # (1)
ModelCardName: str,
ModelCardVersion: int,
CreatedAt: datetime,
LastModifiedAt: datetime,ModelCardVersionSummaryTypeDef#
# ModelCardVersionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardVersionSummaryTypeDef
def get_value() -> ModelCardVersionSummaryTypeDef:
return {
"ModelCardName": ...,
}
# ModelCardVersionSummaryTypeDef definition
class ModelCardVersionSummaryTypeDef(TypedDict):
ModelCardName: str,
ModelCardArn: str,
ModelCardStatus: ModelCardStatusType, # (1)
ModelCardVersion: int,
CreationTime: datetime,
LastModifiedTime: NotRequired[datetime],ModelCardSummaryTypeDef#
# ModelCardSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardSummaryTypeDef
def get_value() -> ModelCardSummaryTypeDef:
return {
"ModelCardName": ...,
}
# ModelCardSummaryTypeDef definition
class ModelCardSummaryTypeDef(TypedDict):
ModelCardName: str,
ModelCardArn: str,
ModelCardStatus: ModelCardStatusType, # (1)
CreationTime: datetime,
LastModifiedTime: NotRequired[datetime],ModelMetadataSummaryTypeDef#
# ModelMetadataSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelMetadataSummaryTypeDef
def get_value() -> ModelMetadataSummaryTypeDef:
return {
"Domain": ...,
}
# ModelMetadataSummaryTypeDef definition
class ModelMetadataSummaryTypeDef(TypedDict):
Domain: str,
Framework: str,
Task: str,
Model: str,
FrameworkVersion: str,ModelPackageGroupSummaryTypeDef#
# ModelPackageGroupSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageGroupSummaryTypeDef
def get_value() -> ModelPackageGroupSummaryTypeDef:
return {
"ModelPackageGroupName": ...,
}
# ModelPackageGroupSummaryTypeDef definition
class ModelPackageGroupSummaryTypeDef(TypedDict):
ModelPackageGroupName: str,
ModelPackageGroupArn: str,
CreationTime: datetime,
ModelPackageGroupStatus: ModelPackageGroupStatusType, # (1)
ModelPackageGroupDescription: NotRequired[str],ModelPackageSummaryTypeDef#
# ModelPackageSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageSummaryTypeDef
def get_value() -> ModelPackageSummaryTypeDef:
return {
"ModelPackageName": ...,
}
# ModelPackageSummaryTypeDef definition
class ModelPackageSummaryTypeDef(TypedDict):
ModelPackageArn: str,
CreationTime: datetime,
ModelPackageStatus: ModelPackageStatusType, # (1)
ModelPackageName: NotRequired[str],
ModelPackageGroupName: NotRequired[str],
ModelPackageVersion: NotRequired[int],
ModelPackageDescription: NotRequired[str],
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (2)ModelSummaryTypeDef#
# ModelSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelSummaryTypeDef
def get_value() -> ModelSummaryTypeDef:
return {
"ModelName": ...,
}
# ModelSummaryTypeDef definition
class ModelSummaryTypeDef(TypedDict):
ModelName: str,
ModelArn: str,
CreationTime: datetime,MonitoringAlertHistorySummaryTypeDef#
# MonitoringAlertHistorySummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringAlertHistorySummaryTypeDef
def get_value() -> MonitoringAlertHistorySummaryTypeDef:
return {
"MonitoringScheduleName": ...,
}
# MonitoringAlertHistorySummaryTypeDef definition
class MonitoringAlertHistorySummaryTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringAlertName: str,
CreationTime: datetime,
AlertStatus: MonitoringAlertStatusType, # (1)ListMonitoringAlertsRequestTypeDef#
# ListMonitoringAlertsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertsRequestTypeDef
def get_value() -> ListMonitoringAlertsRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringAlertsRequestTypeDef definition
class ListMonitoringAlertsRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],MonitoringScheduleSummaryTypeDef#
# MonitoringScheduleSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringScheduleSummaryTypeDef
def get_value() -> MonitoringScheduleSummaryTypeDef:
return {
"MonitoringScheduleName": ...,
}
# MonitoringScheduleSummaryTypeDef definition
class MonitoringScheduleSummaryTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringScheduleArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
MonitoringScheduleStatus: ScheduleStatusType, # (1)
EndpointName: NotRequired[str],
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (2)- See ScheduleStatusType
- See MonitoringTypeType
NotebookInstanceLifecycleConfigSummaryTypeDef#
# NotebookInstanceLifecycleConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NotebookInstanceLifecycleConfigSummaryTypeDef
def get_value() -> NotebookInstanceLifecycleConfigSummaryTypeDef:
return {
"NotebookInstanceLifecycleConfigName": ...,
}
# NotebookInstanceLifecycleConfigSummaryTypeDef definition
class NotebookInstanceLifecycleConfigSummaryTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,
NotebookInstanceLifecycleConfigArn: str,
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],NotebookInstanceSummaryTypeDef#
# NotebookInstanceSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NotebookInstanceSummaryTypeDef
def get_value() -> NotebookInstanceSummaryTypeDef:
return {
"NotebookInstanceName": ...,
}
# NotebookInstanceSummaryTypeDef definition
class NotebookInstanceSummaryTypeDef(TypedDict):
NotebookInstanceName: str,
NotebookInstanceArn: str,
NotebookInstanceStatus: NotRequired[NotebookInstanceStatusType], # (1)
Url: NotRequired[str],
InstanceType: NotRequired[InstanceTypeType], # (2)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
NotebookInstanceLifecycleConfigName: NotRequired[str],
DefaultCodeRepository: NotRequired[str],
AdditionalCodeRepositories: NotRequired[List[str]],OptimizationJobSummaryTypeDef#
# OptimizationJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationJobSummaryTypeDef
def get_value() -> OptimizationJobSummaryTypeDef:
return {
"OptimizationJobName": ...,
}
# OptimizationJobSummaryTypeDef definition
class OptimizationJobSummaryTypeDef(TypedDict):
OptimizationJobName: str,
OptimizationJobArn: str,
CreationTime: datetime,
OptimizationJobStatus: OptimizationJobStatusType, # (1)
DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType, # (2)
OptimizationTypes: List[str],
OptimizationStartTime: NotRequired[datetime],
OptimizationEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],ListPartnerAppsRequestTypeDef#
# ListPartnerAppsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPartnerAppsRequestTypeDef
def get_value() -> ListPartnerAppsRequestTypeDef:
return {
"MaxResults": ...,
}
# ListPartnerAppsRequestTypeDef definition
class ListPartnerAppsRequestTypeDef(TypedDict):
MaxResults: NotRequired[int],
NextToken: NotRequired[str],PartnerAppSummaryTypeDef#
# PartnerAppSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PartnerAppSummaryTypeDef
def get_value() -> PartnerAppSummaryTypeDef:
return {
"Arn": ...,
}
# PartnerAppSummaryTypeDef definition
class PartnerAppSummaryTypeDef(TypedDict):
Arn: NotRequired[str],
Name: NotRequired[str],
Type: NotRequired[PartnerAppTypeType], # (1)
Status: NotRequired[PartnerAppStatusType], # (2)
CreationTime: NotRequired[datetime],ListPipelineExecutionStepsRequestTypeDef#
# ListPipelineExecutionStepsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionStepsRequestTypeDef
def get_value() -> ListPipelineExecutionStepsRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# ListPipelineExecutionStepsRequestTypeDef definition
class ListPipelineExecutionStepsRequestTypeDef(TypedDict):
PipelineExecutionArn: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortOrder: NotRequired[SortOrderType], # (1)- See SortOrderType
PipelineExecutionSummaryTypeDef#
# PipelineExecutionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineExecutionSummaryTypeDef
def get_value() -> PipelineExecutionSummaryTypeDef:
return {
"PipelineExecutionArn": ...,
}
# PipelineExecutionSummaryTypeDef definition
class PipelineExecutionSummaryTypeDef(TypedDict):
PipelineExecutionArn: NotRequired[str],
StartTime: NotRequired[datetime],
PipelineExecutionStatus: NotRequired[PipelineExecutionStatusType], # (1)
PipelineExecutionDescription: NotRequired[str],
PipelineExecutionDisplayName: NotRequired[str],
PipelineExecutionFailureReason: NotRequired[str],ListPipelineParametersForExecutionRequestTypeDef#
# ListPipelineParametersForExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionRequestTypeDef
def get_value() -> ListPipelineParametersForExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# ListPipelineParametersForExecutionRequestTypeDef definition
class ListPipelineParametersForExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ParameterTypeDef#
# ParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParameterTypeDef
def get_value() -> ParameterTypeDef:
return {
"Name": ...,
}
# ParameterTypeDef definition
class ParameterTypeDef(TypedDict):
Name: str,
Value: str,PipelineSummaryTypeDef#
# PipelineSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineSummaryTypeDef
def get_value() -> PipelineSummaryTypeDef:
return {
"PipelineArn": ...,
}
# PipelineSummaryTypeDef definition
class PipelineSummaryTypeDef(TypedDict):
PipelineArn: NotRequired[str],
PipelineName: NotRequired[str],
PipelineDisplayName: NotRequired[str],
PipelineDescription: NotRequired[str],
RoleArn: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
LastExecutionTime: NotRequired[datetime],ProcessingJobSummaryTypeDef#
# ProcessingJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingJobSummaryTypeDef
def get_value() -> ProcessingJobSummaryTypeDef:
return {
"ProcessingJobName": ...,
}
# ProcessingJobSummaryTypeDef definition
class ProcessingJobSummaryTypeDef(TypedDict):
ProcessingJobName: str,
ProcessingJobArn: str,
CreationTime: datetime,
ProcessingJobStatus: ProcessingJobStatusType, # (1)
ProcessingEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
FailureReason: NotRequired[str],
ExitMessage: NotRequired[str],ProjectSummaryTypeDef#
# ProjectSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProjectSummaryTypeDef
def get_value() -> ProjectSummaryTypeDef:
return {
"ProjectName": ...,
}
# ProjectSummaryTypeDef definition
class ProjectSummaryTypeDef(TypedDict):
ProjectName: str,
ProjectArn: str,
ProjectId: str,
CreationTime: datetime,
ProjectStatus: ProjectStatusType, # (1)
ProjectDescription: NotRequired[str],ResourceCatalogTypeDef#
# ResourceCatalogTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceCatalogTypeDef
def get_value() -> ResourceCatalogTypeDef:
return {
"ResourceCatalogArn": ...,
}
# ResourceCatalogTypeDef definition
class ResourceCatalogTypeDef(TypedDict):
ResourceCatalogArn: str,
ResourceCatalogName: str,
Description: str,
CreationTime: datetime,ListSpacesRequestTypeDef#
# ListSpacesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSpacesRequestTypeDef
def get_value() -> ListSpacesRequestTypeDef:
return {
"NextToken": ...,
}
# ListSpacesRequestTypeDef definition
class ListSpacesRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[SpaceSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
SpaceNameContains: NotRequired[str],- See SortOrderType
- See SpaceSortKeyType
ListStageDevicesRequestTypeDef#
# ListStageDevicesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStageDevicesRequestTypeDef
def get_value() -> ListStageDevicesRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# ListStageDevicesRequestTypeDef definition
class ListStageDevicesRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
ExcludeDevicesDeployedInOtherStage: NotRequired[bool],StudioLifecycleConfigDetailsTypeDef#
# StudioLifecycleConfigDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StudioLifecycleConfigDetailsTypeDef
def get_value() -> StudioLifecycleConfigDetailsTypeDef:
return {
"StudioLifecycleConfigArn": ...,
}
# StudioLifecycleConfigDetailsTypeDef definition
class StudioLifecycleConfigDetailsTypeDef(TypedDict):
StudioLifecycleConfigArn: NotRequired[str],
StudioLifecycleConfigName: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
StudioLifecycleConfigAppType: NotRequired[StudioLifecycleConfigAppTypeType], # (1)ListSubscribedWorkteamsRequestTypeDef#
# ListSubscribedWorkteamsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSubscribedWorkteamsRequestTypeDef
def get_value() -> ListSubscribedWorkteamsRequestTypeDef:
return {
"NameContains": ...,
}
# ListSubscribedWorkteamsRequestTypeDef definition
class ListSubscribedWorkteamsRequestTypeDef(TypedDict):
NameContains: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListTagsInputTypeDef#
# ListTagsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTagsInputTypeDef
def get_value() -> ListTagsInputTypeDef:
return {
"ResourceArn": ...,
}
# ListTagsInputTypeDef definition
class ListTagsInputTypeDef(TypedDict):
ResourceArn: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListTrainingJobsForHyperParameterTuningJobRequestTypeDef#
# ListTrainingJobsForHyperParameterTuningJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobRequestTypeDef
def get_value() -> ListTrainingJobsForHyperParameterTuningJobRequestTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# ListTrainingJobsForHyperParameterTuningJobRequestTypeDef definition
class ListTrainingJobsForHyperParameterTuningJobRequestTypeDef(TypedDict):
HyperParameterTuningJobName: str,
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
StatusEquals: NotRequired[TrainingJobStatusType], # (1)
SortBy: NotRequired[TrainingJobSortByOptionsType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)TrainingPlanFilterTypeDef#
# TrainingPlanFilterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingPlanFilterTypeDef
def get_value() -> TrainingPlanFilterTypeDef:
return {
"Name": ...,
}
# TrainingPlanFilterTypeDef definition
class TrainingPlanFilterTypeDef(TypedDict):
Name: TrainingPlanFilterNameType, # (1)
Value: str,TransformJobSummaryTypeDef#
# TransformJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformJobSummaryTypeDef
def get_value() -> TransformJobSummaryTypeDef:
return {
"TransformJobName": ...,
}
# TransformJobSummaryTypeDef definition
class TransformJobSummaryTypeDef(TypedDict):
TransformJobName: str,
TransformJobArn: str,
CreationTime: datetime,
TransformJobStatus: TransformJobStatusType, # (1)
TransformEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
FailureReason: NotRequired[str],ListUserProfilesRequestTypeDef#
# ListUserProfilesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListUserProfilesRequestTypeDef
def get_value() -> ListUserProfilesRequestTypeDef:
return {
"NextToken": ...,
}
# ListUserProfilesRequestTypeDef definition
class ListUserProfilesRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[UserProfileSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameContains: NotRequired[str],- See SortOrderType
- See UserProfileSortKeyType
UserProfileDetailsTypeDef#
# UserProfileDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UserProfileDetailsTypeDef
def get_value() -> UserProfileDetailsTypeDef:
return {
"DomainId": ...,
}
# UserProfileDetailsTypeDef definition
class UserProfileDetailsTypeDef(TypedDict):
DomainId: NotRequired[str],
UserProfileName: NotRequired[str],
Status: NotRequired[UserProfileStatusType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],ListWorkforcesRequestTypeDef#
# ListWorkforcesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkforcesRequestTypeDef
def get_value() -> ListWorkforcesRequestTypeDef:
return {
"SortBy": ...,
}
# ListWorkforcesRequestTypeDef definition
class ListWorkforcesRequestTypeDef(TypedDict):
SortBy: NotRequired[ListWorkforcesSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListWorkteamsRequestTypeDef#
# ListWorkteamsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkteamsRequestTypeDef
def get_value() -> ListWorkteamsRequestTypeDef:
return {
"SortBy": ...,
}
# ListWorkteamsRequestTypeDef definition
class ListWorkteamsRequestTypeDef(TypedDict):
SortBy: NotRequired[ListWorkteamsSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],OidcMemberDefinitionOutputTypeDef#
# OidcMemberDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OidcMemberDefinitionOutputTypeDef
def get_value() -> OidcMemberDefinitionOutputTypeDef:
return {
"Groups": ...,
}
# OidcMemberDefinitionOutputTypeDef definition
class OidcMemberDefinitionOutputTypeDef(TypedDict):
Groups: NotRequired[List[str]],PredefinedMetricSpecificationTypeDef#
# PredefinedMetricSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PredefinedMetricSpecificationTypeDef
def get_value() -> PredefinedMetricSpecificationTypeDef:
return {
"PredefinedMetricType": ...,
}
# PredefinedMetricSpecificationTypeDef definition
class PredefinedMetricSpecificationTypeDef(TypedDict):
PredefinedMetricType: NotRequired[str],ModelAccessConfigTypeDef#
# ModelAccessConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelAccessConfigTypeDef
def get_value() -> ModelAccessConfigTypeDef:
return {
"AcceptEula": ...,
}
# ModelAccessConfigTypeDef definition
class ModelAccessConfigTypeDef(TypedDict):
AcceptEula: bool,ModelBiasAppSpecificationTypeDef#
# ModelBiasAppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelBiasAppSpecificationTypeDef
def get_value() -> ModelBiasAppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# ModelBiasAppSpecificationTypeDef definition
class ModelBiasAppSpecificationTypeDef(TypedDict):
ImageUri: str,
ConfigUri: str,
Environment: NotRequired[Mapping[str, str]],MonitoringGroundTruthS3InputTypeDef#
# MonitoringGroundTruthS3InputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringGroundTruthS3InputTypeDef
def get_value() -> MonitoringGroundTruthS3InputTypeDef:
return {
"S3Uri": ...,
}
# MonitoringGroundTruthS3InputTypeDef definition
class MonitoringGroundTruthS3InputTypeDef(TypedDict):
S3Uri: NotRequired[str],ModelCompilationConfigOutputTypeDef#
# ModelCompilationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCompilationConfigOutputTypeDef
def get_value() -> ModelCompilationConfigOutputTypeDef:
return {
"Image": ...,
}
# ModelCompilationConfigOutputTypeDef definition
class ModelCompilationConfigOutputTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Dict[str, str]],ModelCompilationConfigTypeDef#
# ModelCompilationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCompilationConfigTypeDef
def get_value() -> ModelCompilationConfigTypeDef:
return {
"Image": ...,
}
# ModelCompilationConfigTypeDef definition
class ModelCompilationConfigTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Mapping[str, str]],ModelDashboardEndpointTypeDef#
# ModelDashboardEndpointTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDashboardEndpointTypeDef
def get_value() -> ModelDashboardEndpointTypeDef:
return {
"EndpointName": ...,
}
# ModelDashboardEndpointTypeDef definition
class ModelDashboardEndpointTypeDef(TypedDict):
EndpointName: str,
EndpointArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
EndpointStatus: EndpointStatusType, # (1)ModelDashboardIndicatorActionTypeDef#
# ModelDashboardIndicatorActionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDashboardIndicatorActionTypeDef
def get_value() -> ModelDashboardIndicatorActionTypeDef:
return {
"Enabled": ...,
}
# ModelDashboardIndicatorActionTypeDef definition
class ModelDashboardIndicatorActionTypeDef(TypedDict):
Enabled: NotRequired[bool],ModelExplainabilityAppSpecificationTypeDef#
# ModelExplainabilityAppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityAppSpecificationTypeDef
def get_value() -> ModelExplainabilityAppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# ModelExplainabilityAppSpecificationTypeDef definition
class ModelExplainabilityAppSpecificationTypeDef(TypedDict):
ImageUri: str,
ConfigUri: str,
Environment: NotRequired[Mapping[str, str]],RealTimeInferenceConfigTypeDef#
# RealTimeInferenceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RealTimeInferenceConfigTypeDef
def get_value() -> RealTimeInferenceConfigTypeDef:
return {
"InstanceType": ...,
}
# RealTimeInferenceConfigTypeDef definition
class RealTimeInferenceConfigTypeDef(TypedDict):
InstanceType: InstanceTypeType, # (1)
InstanceCount: int,- See InstanceTypeType
ModelInputTypeDef#
# ModelInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelInputTypeDef
def get_value() -> ModelInputTypeDef:
return {
"DataInputConfig": ...,
}
# ModelInputTypeDef definition
class ModelInputTypeDef(TypedDict):
DataInputConfig: str,ModelLatencyThresholdTypeDef#
# ModelLatencyThresholdTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelLatencyThresholdTypeDef
def get_value() -> ModelLatencyThresholdTypeDef:
return {
"Percentile": ...,
}
# ModelLatencyThresholdTypeDef definition
class ModelLatencyThresholdTypeDef(TypedDict):
Percentile: NotRequired[str],
ValueInMilliseconds: NotRequired[int],ModelMetadataFilterTypeDef#
# ModelMetadataFilterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelMetadataFilterTypeDef
def get_value() -> ModelMetadataFilterTypeDef:
return {
"Name": ...,
}
# ModelMetadataFilterTypeDef definition
class ModelMetadataFilterTypeDef(TypedDict):
Name: ModelMetadataFilterTypeType, # (1)
Value: str,ModelPackageStatusItemTypeDef#
# ModelPackageStatusItemTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageStatusItemTypeDef
def get_value() -> ModelPackageStatusItemTypeDef:
return {
"Name": ...,
}
# ModelPackageStatusItemTypeDef definition
class ModelPackageStatusItemTypeDef(TypedDict):
Name: str,
Status: DetailedModelPackageStatusType, # (1)
FailureReason: NotRequired[str],ModelQualityAppSpecificationTypeDef#
# ModelQualityAppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityAppSpecificationTypeDef
def get_value() -> ModelQualityAppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# ModelQualityAppSpecificationTypeDef definition
class ModelQualityAppSpecificationTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerArguments: NotRequired[Sequence[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],
ProblemType: NotRequired[MonitoringProblemTypeType], # (1)
Environment: NotRequired[Mapping[str, str]],ModelQuantizationConfigOutputTypeDef#
# ModelQuantizationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQuantizationConfigOutputTypeDef
def get_value() -> ModelQuantizationConfigOutputTypeDef:
return {
"Image": ...,
}
# ModelQuantizationConfigOutputTypeDef definition
class ModelQuantizationConfigOutputTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Dict[str, str]],ModelQuantizationConfigTypeDef#
# ModelQuantizationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQuantizationConfigTypeDef
def get_value() -> ModelQuantizationConfigTypeDef:
return {
"Image": ...,
}
# ModelQuantizationConfigTypeDef definition
class ModelQuantizationConfigTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Mapping[str, str]],ModelShardingConfigOutputTypeDef#
# ModelShardingConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelShardingConfigOutputTypeDef
def get_value() -> ModelShardingConfigOutputTypeDef:
return {
"Image": ...,
}
# ModelShardingConfigOutputTypeDef definition
class ModelShardingConfigOutputTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Dict[str, str]],ModelShardingConfigTypeDef#
# ModelShardingConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelShardingConfigTypeDef
def get_value() -> ModelShardingConfigTypeDef:
return {
"Image": ...,
}
# ModelShardingConfigTypeDef definition
class ModelShardingConfigTypeDef(TypedDict):
Image: NotRequired[str],
OverrideEnvironment: NotRequired[Mapping[str, str]],ModelStepMetadataTypeDef#
# ModelStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelStepMetadataTypeDef
def get_value() -> ModelStepMetadataTypeDef:
return {
"Arn": ...,
}
# ModelStepMetadataTypeDef definition
class ModelStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],MonitoringAppSpecificationOutputTypeDef#
# MonitoringAppSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringAppSpecificationOutputTypeDef
def get_value() -> MonitoringAppSpecificationOutputTypeDef:
return {
"ImageUri": ...,
}
# MonitoringAppSpecificationOutputTypeDef definition
class MonitoringAppSpecificationOutputTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[List[str]],
ContainerArguments: NotRequired[List[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],MonitoringAppSpecificationTypeDef#
# MonitoringAppSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringAppSpecificationTypeDef
def get_value() -> MonitoringAppSpecificationTypeDef:
return {
"ImageUri": ...,
}
# MonitoringAppSpecificationTypeDef definition
class MonitoringAppSpecificationTypeDef(TypedDict):
ImageUri: str,
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerArguments: NotRequired[Sequence[str]],
RecordPreprocessorSourceUri: NotRequired[str],
PostAnalyticsProcessorSourceUri: NotRequired[str],MonitoringClusterConfigTypeDef#
# MonitoringClusterConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringClusterConfigTypeDef
def get_value() -> MonitoringClusterConfigTypeDef:
return {
"InstanceCount": ...,
}
# MonitoringClusterConfigTypeDef definition
class MonitoringClusterConfigTypeDef(TypedDict):
InstanceCount: int,
InstanceType: ProcessingInstanceTypeType, # (1)
VolumeSizeInGB: int,
VolumeKmsKeyId: NotRequired[str],MonitoringCsvDatasetFormatTypeDef#
# MonitoringCsvDatasetFormatTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringCsvDatasetFormatTypeDef
def get_value() -> MonitoringCsvDatasetFormatTypeDef:
return {
"Header": ...,
}
# MonitoringCsvDatasetFormatTypeDef definition
class MonitoringCsvDatasetFormatTypeDef(TypedDict):
Header: NotRequired[bool],MonitoringJsonDatasetFormatTypeDef#
# MonitoringJsonDatasetFormatTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringJsonDatasetFormatTypeDef
def get_value() -> MonitoringJsonDatasetFormatTypeDef:
return {
"Line": ...,
}
# MonitoringJsonDatasetFormatTypeDef definition
class MonitoringJsonDatasetFormatTypeDef(TypedDict):
Line: NotRequired[bool],MonitoringS3OutputTypeDef#
# MonitoringS3OutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringS3OutputTypeDef
def get_value() -> MonitoringS3OutputTypeDef:
return {
"S3Uri": ...,
}
# MonitoringS3OutputTypeDef definition
class MonitoringS3OutputTypeDef(TypedDict):
S3Uri: str,
LocalPath: str,
S3UploadMode: NotRequired[ProcessingS3UploadModeType], # (1)ScheduleConfigTypeDef#
# ScheduleConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ScheduleConfigTypeDef
def get_value() -> ScheduleConfigTypeDef:
return {
"ScheduleExpression": ...,
}
# ScheduleConfigTypeDef definition
class ScheduleConfigTypeDef(TypedDict):
ScheduleExpression: str,
DataAnalysisStartTime: NotRequired[str],
DataAnalysisEndTime: NotRequired[str],NeoVpcConfigTypeDef#
# NeoVpcConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NeoVpcConfigTypeDef
def get_value() -> NeoVpcConfigTypeDef:
return {
"SecurityGroupIds": ...,
}
# NeoVpcConfigTypeDef definition
class NeoVpcConfigTypeDef(TypedDict):
SecurityGroupIds: Sequence[str],
Subnets: Sequence[str],S3StorageConfigTypeDef#
# S3StorageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import S3StorageConfigTypeDef
def get_value() -> S3StorageConfigTypeDef:
return {
"S3Uri": ...,
}
# S3StorageConfigTypeDef definition
class S3StorageConfigTypeDef(TypedDict):
S3Uri: str,
KmsKeyId: NotRequired[str],
ResolvedOutputS3Uri: NotRequired[str],OidcConfigForResponseTypeDef#
# OidcConfigForResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OidcConfigForResponseTypeDef
def get_value() -> OidcConfigForResponseTypeDef:
return {
"ClientId": ...,
}
# OidcConfigForResponseTypeDef definition
class OidcConfigForResponseTypeDef(TypedDict):
ClientId: NotRequired[str],
Issuer: NotRequired[str],
AuthorizationEndpoint: NotRequired[str],
TokenEndpoint: NotRequired[str],
UserInfoEndpoint: NotRequired[str],
LogoutEndpoint: NotRequired[str],
JwksUri: NotRequired[str],
Scope: NotRequired[str],
AuthenticationRequestExtraParams: NotRequired[Dict[str, str]],OidcMemberDefinitionTypeDef#
# OidcMemberDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OidcMemberDefinitionTypeDef
def get_value() -> OidcMemberDefinitionTypeDef:
return {
"Groups": ...,
}
# OidcMemberDefinitionTypeDef definition
class OidcMemberDefinitionTypeDef(TypedDict):
Groups: NotRequired[Sequence[str]],OnlineStoreSecurityConfigTypeDef#
# OnlineStoreSecurityConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OnlineStoreSecurityConfigTypeDef
def get_value() -> OnlineStoreSecurityConfigTypeDef:
return {
"KmsKeyId": ...,
}
# OnlineStoreSecurityConfigTypeDef definition
class OnlineStoreSecurityConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],TtlDurationTypeDef#
# TtlDurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TtlDurationTypeDef
def get_value() -> TtlDurationTypeDef:
return {
"Unit": ...,
}
# TtlDurationTypeDef definition
class TtlDurationTypeDef(TypedDict):
Unit: NotRequired[TtlDurationUnitType], # (1)
Value: NotRequired[int],OptimizationModelAccessConfigTypeDef#
# OptimizationModelAccessConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationModelAccessConfigTypeDef
def get_value() -> OptimizationModelAccessConfigTypeDef:
return {
"AcceptEula": ...,
}
# OptimizationModelAccessConfigTypeDef definition
class OptimizationModelAccessConfigTypeDef(TypedDict):
AcceptEula: bool,OptimizationVpcConfigTypeDef#
# OptimizationVpcConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationVpcConfigTypeDef
def get_value() -> OptimizationVpcConfigTypeDef:
return {
"SecurityGroupIds": ...,
}
# OptimizationVpcConfigTypeDef definition
class OptimizationVpcConfigTypeDef(TypedDict):
SecurityGroupIds: Sequence[str],
Subnets: Sequence[str],TargetPlatformTypeDef#
# TargetPlatformTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TargetPlatformTypeDef
def get_value() -> TargetPlatformTypeDef:
return {
"Os": ...,
}
# TargetPlatformTypeDef definition
class TargetPlatformTypeDef(TypedDict):
Os: TargetPlatformOsType, # (1)
Arch: TargetPlatformArchType, # (2)
Accelerator: NotRequired[TargetPlatformAcceleratorType], # (3)OwnershipSettingsSummaryTypeDef#
# OwnershipSettingsSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OwnershipSettingsSummaryTypeDef
def get_value() -> OwnershipSettingsSummaryTypeDef:
return {
"OwnerUserProfileName": ...,
}
# OwnershipSettingsSummaryTypeDef definition
class OwnershipSettingsSummaryTypeDef(TypedDict):
OwnerUserProfileName: NotRequired[str],ParentTypeDef#
# ParentTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParentTypeDef
def get_value() -> ParentTypeDef:
return {
"TrialName": ...,
}
# ParentTypeDef definition
class ParentTypeDef(TypedDict):
TrialName: NotRequired[str],
ExperimentName: NotRequired[str],PartnerAppConfigTypeDef#
# PartnerAppConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PartnerAppConfigTypeDef
def get_value() -> PartnerAppConfigTypeDef:
return {
"AdminUsers": ...,
}
# PartnerAppConfigTypeDef definition
class PartnerAppConfigTypeDef(TypedDict):
AdminUsers: NotRequired[Sequence[str]],
Arguments: NotRequired[Mapping[str, str]],ProductionVariantManagedInstanceScalingTypeDef#
# ProductionVariantManagedInstanceScalingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantManagedInstanceScalingTypeDef
def get_value() -> ProductionVariantManagedInstanceScalingTypeDef:
return {
"Status": ...,
}
# ProductionVariantManagedInstanceScalingTypeDef definition
class ProductionVariantManagedInstanceScalingTypeDef(TypedDict):
Status: NotRequired[ManagedInstanceScalingStatusType], # (1)
MinInstanceCount: NotRequired[int],
MaxInstanceCount: NotRequired[int],ProductionVariantRoutingConfigTypeDef#
# ProductionVariantRoutingConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantRoutingConfigTypeDef
def get_value() -> ProductionVariantRoutingConfigTypeDef:
return {
"RoutingStrategy": ...,
}
# ProductionVariantRoutingConfigTypeDef definition
class ProductionVariantRoutingConfigTypeDef(TypedDict):
RoutingStrategy: RoutingStrategyType, # (1)ProductionVariantStatusTypeDef#
# ProductionVariantStatusTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantStatusTypeDef
def get_value() -> ProductionVariantStatusTypeDef:
return {
"Status": ...,
}
# ProductionVariantStatusTypeDef definition
class ProductionVariantStatusTypeDef(TypedDict):
Status: VariantStatusType, # (1)
StatusMessage: NotRequired[str],
StartTime: NotRequired[datetime],PhaseTypeDef#
# PhaseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PhaseTypeDef
def get_value() -> PhaseTypeDef:
return {
"InitialNumberOfUsers": ...,
}
# PhaseTypeDef definition
class PhaseTypeDef(TypedDict):
InitialNumberOfUsers: NotRequired[int],
SpawnRate: NotRequired[int],
DurationInSeconds: NotRequired[int],ProcessingJobStepMetadataTypeDef#
# ProcessingJobStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingJobStepMetadataTypeDef
def get_value() -> ProcessingJobStepMetadataTypeDef:
return {
"Arn": ...,
}
# ProcessingJobStepMetadataTypeDef definition
class ProcessingJobStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],QualityCheckStepMetadataTypeDef#
# QualityCheckStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import QualityCheckStepMetadataTypeDef
def get_value() -> QualityCheckStepMetadataTypeDef:
return {
"CheckType": ...,
}
# QualityCheckStepMetadataTypeDef definition
class QualityCheckStepMetadataTypeDef(TypedDict):
CheckType: NotRequired[str],
BaselineUsedForDriftCheckStatistics: NotRequired[str],
BaselineUsedForDriftCheckConstraints: NotRequired[str],
CalculatedBaselineStatistics: NotRequired[str],
CalculatedBaselineConstraints: NotRequired[str],
ModelPackageGroupName: NotRequired[str],
ViolationReport: NotRequired[str],
CheckJobArn: NotRequired[str],
SkipCheck: NotRequired[bool],
RegisterNewBaseline: NotRequired[bool],RegisterModelStepMetadataTypeDef#
# RegisterModelStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RegisterModelStepMetadataTypeDef
def get_value() -> RegisterModelStepMetadataTypeDef:
return {
"Arn": ...,
}
# RegisterModelStepMetadataTypeDef definition
class RegisterModelStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],TrainingJobStepMetadataTypeDef#
# TrainingJobStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobStepMetadataTypeDef
def get_value() -> TrainingJobStepMetadataTypeDef:
return {
"Arn": ...,
}
# TrainingJobStepMetadataTypeDef definition
class TrainingJobStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],TransformJobStepMetadataTypeDef#
# TransformJobStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformJobStepMetadataTypeDef
def get_value() -> TransformJobStepMetadataTypeDef:
return {
"Arn": ...,
}
# TransformJobStepMetadataTypeDef definition
class TransformJobStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],TuningJobStepMetaDataTypeDef#
# TuningJobStepMetaDataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TuningJobStepMetaDataTypeDef
def get_value() -> TuningJobStepMetaDataTypeDef:
return {
"Arn": ...,
}
# TuningJobStepMetaDataTypeDef definition
class TuningJobStepMetaDataTypeDef(TypedDict):
Arn: NotRequired[str],SelectiveExecutionResultTypeDef#
# SelectiveExecutionResultTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SelectiveExecutionResultTypeDef
def get_value() -> SelectiveExecutionResultTypeDef:
return {
"SourcePipelineExecutionArn": ...,
}
# SelectiveExecutionResultTypeDef definition
class SelectiveExecutionResultTypeDef(TypedDict):
SourcePipelineExecutionArn: NotRequired[str],PriorityClassTypeDef#
# PriorityClassTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PriorityClassTypeDef
def get_value() -> PriorityClassTypeDef:
return {
"Name": ...,
}
# PriorityClassTypeDef definition
class PriorityClassTypeDef(TypedDict):
Name: str,
Weight: int,ProcessingClusterConfigTypeDef#
# ProcessingClusterConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingClusterConfigTypeDef
def get_value() -> ProcessingClusterConfigTypeDef:
return {
"InstanceCount": ...,
}
# ProcessingClusterConfigTypeDef definition
class ProcessingClusterConfigTypeDef(TypedDict):
InstanceCount: int,
InstanceType: ProcessingInstanceTypeType, # (1)
VolumeSizeInGB: int,
VolumeKmsKeyId: NotRequired[str],ProcessingFeatureStoreOutputTypeDef#
# ProcessingFeatureStoreOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingFeatureStoreOutputTypeDef
def get_value() -> ProcessingFeatureStoreOutputTypeDef:
return {
"FeatureGroupName": ...,
}
# ProcessingFeatureStoreOutputTypeDef definition
class ProcessingFeatureStoreOutputTypeDef(TypedDict):
FeatureGroupName: str,ProcessingS3InputTypeDef#
# ProcessingS3InputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingS3InputTypeDef
def get_value() -> ProcessingS3InputTypeDef:
return {
"S3Uri": ...,
}
# ProcessingS3InputTypeDef definition
class ProcessingS3InputTypeDef(TypedDict):
S3Uri: str,
S3DataType: ProcessingS3DataTypeType, # (1)
LocalPath: NotRequired[str],
S3InputMode: NotRequired[ProcessingS3InputModeType], # (2)
S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType], # (3)
S3CompressionType: NotRequired[ProcessingS3CompressionTypeType], # (4)- See ProcessingS3DataTypeType
- See ProcessingS3InputModeType
- See ProcessingS3DataDistributionTypeType
- See ProcessingS3CompressionTypeType
ProcessingS3OutputTypeDef#
# ProcessingS3OutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingS3OutputTypeDef
def get_value() -> ProcessingS3OutputTypeDef:
return {
"S3Uri": ...,
}
# ProcessingS3OutputTypeDef definition
class ProcessingS3OutputTypeDef(TypedDict):
S3Uri: str,
S3UploadMode: ProcessingS3UploadModeType, # (1)
LocalPath: NotRequired[str],ProductionVariantCoreDumpConfigTypeDef#
# ProductionVariantCoreDumpConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantCoreDumpConfigTypeDef
def get_value() -> ProductionVariantCoreDumpConfigTypeDef:
return {
"DestinationS3Uri": ...,
}
# ProductionVariantCoreDumpConfigTypeDef definition
class ProductionVariantCoreDumpConfigTypeDef(TypedDict):
DestinationS3Uri: str,
KmsKeyId: NotRequired[str],ProfilerConfigForUpdateTypeDef#
# ProfilerConfigForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerConfigForUpdateTypeDef
def get_value() -> ProfilerConfigForUpdateTypeDef:
return {
"S3OutputPath": ...,
}
# ProfilerConfigForUpdateTypeDef definition
class ProfilerConfigForUpdateTypeDef(TypedDict):
S3OutputPath: NotRequired[str],
ProfilingIntervalInMilliseconds: NotRequired[int],
ProfilingParameters: NotRequired[Mapping[str, str]],
DisableProfiler: NotRequired[bool],ProfilerConfigTypeDef#
# ProfilerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerConfigTypeDef
def get_value() -> ProfilerConfigTypeDef:
return {
"S3OutputPath": ...,
}
# ProfilerConfigTypeDef definition
class ProfilerConfigTypeDef(TypedDict):
S3OutputPath: NotRequired[str],
ProfilingIntervalInMilliseconds: NotRequired[int],
ProfilingParameters: NotRequired[Mapping[str, str]],
DisableProfiler: NotRequired[bool],ProfilerRuleConfigurationTypeDef#
# ProfilerRuleConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProfilerRuleConfigurationTypeDef
def get_value() -> ProfilerRuleConfigurationTypeDef:
return {
"RuleConfigurationName": ...,
}
# ProfilerRuleConfigurationTypeDef definition
class ProfilerRuleConfigurationTypeDef(TypedDict):
RuleConfigurationName: str,
RuleEvaluatorImage: str,
LocalPath: NotRequired[str],
S3OutputPath: NotRequired[str],
InstanceType: NotRequired[ProcessingInstanceTypeType], # (1)
VolumeSizeInGB: NotRequired[int],
RuleParameters: NotRequired[Mapping[str, str]],PropertyNameQueryTypeDef#
# PropertyNameQueryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PropertyNameQueryTypeDef
def get_value() -> PropertyNameQueryTypeDef:
return {
"PropertyNameHint": ...,
}
# PropertyNameQueryTypeDef definition
class PropertyNameQueryTypeDef(TypedDict):
PropertyNameHint: str,ProvisioningParameterTypeDef#
# ProvisioningParameterTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProvisioningParameterTypeDef
def get_value() -> ProvisioningParameterTypeDef:
return {
"Key": ...,
}
# ProvisioningParameterTypeDef definition
class ProvisioningParameterTypeDef(TypedDict):
Key: NotRequired[str],
Value: NotRequired[str],USDTypeDef#
# USDTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import USDTypeDef
def get_value() -> USDTypeDef:
return {
"Dollars": ...,
}
# USDTypeDef definition
class USDTypeDef(TypedDict):
Dollars: NotRequired[int],
Cents: NotRequired[int],
TenthFractionsOfACent: NotRequired[int],PutModelPackageGroupPolicyInputTypeDef#
# PutModelPackageGroupPolicyInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PutModelPackageGroupPolicyInputTypeDef
def get_value() -> PutModelPackageGroupPolicyInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# PutModelPackageGroupPolicyInputTypeDef definition
class PutModelPackageGroupPolicyInputTypeDef(TypedDict):
ModelPackageGroupName: str,
ResourcePolicy: str,VertexTypeDef#
# VertexTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VertexTypeDef
def get_value() -> VertexTypeDef:
return {
"Arn": ...,
}
# VertexTypeDef definition
class VertexTypeDef(TypedDict):
Arn: NotRequired[str],
Type: NotRequired[str],
LineageType: NotRequired[LineageTypeType], # (1)- See LineageTypeType
RStudioServerProAppSettingsTypeDef#
# RStudioServerProAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RStudioServerProAppSettingsTypeDef
def get_value() -> RStudioServerProAppSettingsTypeDef:
return {
"AccessStatus": ...,
}
# RStudioServerProAppSettingsTypeDef definition
class RStudioServerProAppSettingsTypeDef(TypedDict):
AccessStatus: NotRequired[RStudioServerProAccessStatusType], # (1)
UserGroup: NotRequired[RStudioServerProUserGroupType], # (2)RecommendationJobCompiledOutputConfigTypeDef#
# RecommendationJobCompiledOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobCompiledOutputConfigTypeDef
def get_value() -> RecommendationJobCompiledOutputConfigTypeDef:
return {
"S3OutputUri": ...,
}
# RecommendationJobCompiledOutputConfigTypeDef definition
class RecommendationJobCompiledOutputConfigTypeDef(TypedDict):
S3OutputUri: NotRequired[str],RecommendationJobPayloadConfigOutputTypeDef#
# RecommendationJobPayloadConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobPayloadConfigOutputTypeDef
def get_value() -> RecommendationJobPayloadConfigOutputTypeDef:
return {
"SamplePayloadUrl": ...,
}
# RecommendationJobPayloadConfigOutputTypeDef definition
class RecommendationJobPayloadConfigOutputTypeDef(TypedDict):
SamplePayloadUrl: NotRequired[str],
SupportedContentTypes: NotRequired[List[str]],RecommendationJobPayloadConfigTypeDef#
# RecommendationJobPayloadConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobPayloadConfigTypeDef
def get_value() -> RecommendationJobPayloadConfigTypeDef:
return {
"SamplePayloadUrl": ...,
}
# RecommendationJobPayloadConfigTypeDef definition
class RecommendationJobPayloadConfigTypeDef(TypedDict):
SamplePayloadUrl: NotRequired[str],
SupportedContentTypes: NotRequired[Sequence[str]],RecommendationJobResourceLimitTypeDef#
# RecommendationJobResourceLimitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobResourceLimitTypeDef
def get_value() -> RecommendationJobResourceLimitTypeDef:
return {
"MaxNumberOfTests": ...,
}
# RecommendationJobResourceLimitTypeDef definition
class RecommendationJobResourceLimitTypeDef(TypedDict):
MaxNumberOfTests: NotRequired[int],
MaxParallelOfTests: NotRequired[int],RecommendationJobVpcConfigOutputTypeDef#
# RecommendationJobVpcConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobVpcConfigOutputTypeDef
def get_value() -> RecommendationJobVpcConfigOutputTypeDef:
return {
"SecurityGroupIds": ...,
}
# RecommendationJobVpcConfigOutputTypeDef definition
class RecommendationJobVpcConfigOutputTypeDef(TypedDict):
SecurityGroupIds: List[str],
Subnets: List[str],RecommendationJobVpcConfigTypeDef#
# RecommendationJobVpcConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobVpcConfigTypeDef
def get_value() -> RecommendationJobVpcConfigTypeDef:
return {
"SecurityGroupIds": ...,
}
# RecommendationJobVpcConfigTypeDef definition
class RecommendationJobVpcConfigTypeDef(TypedDict):
SecurityGroupIds: Sequence[str],
Subnets: Sequence[str],RemoteDebugConfigForUpdateTypeDef#
# RemoteDebugConfigForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RemoteDebugConfigForUpdateTypeDef
def get_value() -> RemoteDebugConfigForUpdateTypeDef:
return {
"EnableRemoteDebug": ...,
}
# RemoteDebugConfigForUpdateTypeDef definition
class RemoteDebugConfigForUpdateTypeDef(TypedDict):
EnableRemoteDebug: NotRequired[bool],RenderableTaskTypeDef#
# RenderableTaskTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RenderableTaskTypeDef
def get_value() -> RenderableTaskTypeDef:
return {
"Input": ...,
}
# RenderableTaskTypeDef definition
class RenderableTaskTypeDef(TypedDict):
Input: str,RenderingErrorTypeDef#
# RenderingErrorTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RenderingErrorTypeDef
def get_value() -> RenderingErrorTypeDef:
return {
"Code": ...,
}
# RenderingErrorTypeDef definition
class RenderingErrorTypeDef(TypedDict):
Code: str,
Message: str,ReservedCapacityOfferingTypeDef#
# ReservedCapacityOfferingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ReservedCapacityOfferingTypeDef
def get_value() -> ReservedCapacityOfferingTypeDef:
return {
"InstanceType": ...,
}
# ReservedCapacityOfferingTypeDef definition
class ReservedCapacityOfferingTypeDef(TypedDict):
InstanceType: ReservedCapacityInstanceTypeType, # (1)
InstanceCount: int,
AvailabilityZone: NotRequired[str],
DurationHours: NotRequired[int],
DurationMinutes: NotRequired[int],
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],ResourceConfigForUpdateTypeDef#
# ResourceConfigForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceConfigForUpdateTypeDef
def get_value() -> ResourceConfigForUpdateTypeDef:
return {
"KeepAlivePeriodInSeconds": ...,
}
# ResourceConfigForUpdateTypeDef definition
class ResourceConfigForUpdateTypeDef(TypedDict):
KeepAlivePeriodInSeconds: int,S3DataSourceTypeDef#
# S3DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import S3DataSourceTypeDef
def get_value() -> S3DataSourceTypeDef:
return {
"S3DataType": ...,
}
# S3DataSourceTypeDef definition
class S3DataSourceTypeDef(TypedDict):
S3DataType: S3DataTypeType, # (1)
S3Uri: str,
S3DataDistributionType: NotRequired[S3DataDistributionType], # (2)
AttributeNames: NotRequired[Sequence[str]],
InstanceGroupNames: NotRequired[Sequence[str]],- See S3DataTypeType
- See S3DataDistributionType
VisibilityConditionsTypeDef#
# VisibilityConditionsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VisibilityConditionsTypeDef
def get_value() -> VisibilityConditionsTypeDef:
return {
"Key": ...,
}
# VisibilityConditionsTypeDef definition
class VisibilityConditionsTypeDef(TypedDict):
Key: NotRequired[str],
Value: NotRequired[str],SelectedStepTypeDef#
# SelectedStepTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SelectedStepTypeDef
def get_value() -> SelectedStepTypeDef:
return {
"StepName": ...,
}
# SelectedStepTypeDef definition
class SelectedStepTypeDef(TypedDict):
StepName: str,SendPipelineExecutionStepFailureRequestTypeDef#
# SendPipelineExecutionStepFailureRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SendPipelineExecutionStepFailureRequestTypeDef
def get_value() -> SendPipelineExecutionStepFailureRequestTypeDef:
return {
"CallbackToken": ...,
}
# SendPipelineExecutionStepFailureRequestTypeDef definition
class SendPipelineExecutionStepFailureRequestTypeDef(TypedDict):
CallbackToken: str,
FailureReason: NotRequired[str],
ClientRequestToken: NotRequired[str],ShadowModelVariantConfigTypeDef#
# ShadowModelVariantConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ShadowModelVariantConfigTypeDef
def get_value() -> ShadowModelVariantConfigTypeDef:
return {
"ShadowModelVariantName": ...,
}
# ShadowModelVariantConfigTypeDef definition
class ShadowModelVariantConfigTypeDef(TypedDict):
ShadowModelVariantName: str,
SamplingPercentage: int,SharingSettingsTypeDef#
# SharingSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SharingSettingsTypeDef
def get_value() -> SharingSettingsTypeDef:
return {
"NotebookOutputOption": ...,
}
# SharingSettingsTypeDef definition
class SharingSettingsTypeDef(TypedDict):
NotebookOutputOption: NotRequired[NotebookOutputOptionType], # (1)
S3OutputPath: NotRequired[str],
S3KmsKeyId: NotRequired[str],SourceIpConfigOutputTypeDef#
# SourceIpConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SourceIpConfigOutputTypeDef
def get_value() -> SourceIpConfigOutputTypeDef:
return {
"Cidrs": ...,
}
# SourceIpConfigOutputTypeDef definition
class SourceIpConfigOutputTypeDef(TypedDict):
Cidrs: List[str],SourceIpConfigTypeDef#
# SourceIpConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SourceIpConfigTypeDef
def get_value() -> SourceIpConfigTypeDef:
return {
"Cidrs": ...,
}
# SourceIpConfigTypeDef definition
class SourceIpConfigTypeDef(TypedDict):
Cidrs: Sequence[str],SpaceIdleSettingsTypeDef#
# SpaceIdleSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceIdleSettingsTypeDef
def get_value() -> SpaceIdleSettingsTypeDef:
return {
"IdleTimeoutInMinutes": ...,
}
# SpaceIdleSettingsTypeDef definition
class SpaceIdleSettingsTypeDef(TypedDict):
IdleTimeoutInMinutes: NotRequired[int],SpaceSharingSettingsSummaryTypeDef#
# SpaceSharingSettingsSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceSharingSettingsSummaryTypeDef
def get_value() -> SpaceSharingSettingsSummaryTypeDef:
return {
"SharingType": ...,
}
# SpaceSharingSettingsSummaryTypeDef definition
class SpaceSharingSettingsSummaryTypeDef(TypedDict):
SharingType: NotRequired[SharingTypeType], # (1)- See SharingTypeType
StairsTypeDef#
# StairsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StairsTypeDef
def get_value() -> StairsTypeDef:
return {
"DurationInSeconds": ...,
}
# StairsTypeDef definition
class StairsTypeDef(TypedDict):
DurationInSeconds: NotRequired[int],
NumberOfSteps: NotRequired[int],
UsersPerStep: NotRequired[int],StartEdgeDeploymentStageRequestTypeDef#
# StartEdgeDeploymentStageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartEdgeDeploymentStageRequestTypeDef
def get_value() -> StartEdgeDeploymentStageRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# StartEdgeDeploymentStageRequestTypeDef definition
class StartEdgeDeploymentStageRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,StartInferenceExperimentRequestTypeDef#
# StartInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartInferenceExperimentRequestTypeDef
def get_value() -> StartInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# StartInferenceExperimentRequestTypeDef definition
class StartInferenceExperimentRequestTypeDef(TypedDict):
Name: str,StartMlflowTrackingServerRequestTypeDef#
# StartMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartMlflowTrackingServerRequestTypeDef
def get_value() -> StartMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# StartMlflowTrackingServerRequestTypeDef definition
class StartMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,StartMonitoringScheduleRequestTypeDef#
# StartMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartMonitoringScheduleRequestTypeDef
def get_value() -> StartMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# StartMonitoringScheduleRequestTypeDef definition
class StartMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,StartNotebookInstanceInputTypeDef#
# StartNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartNotebookInstanceInputTypeDef
def get_value() -> StartNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# StartNotebookInstanceInputTypeDef definition
class StartNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,StopAutoMLJobRequestTypeDef#
# StopAutoMLJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopAutoMLJobRequestTypeDef
def get_value() -> StopAutoMLJobRequestTypeDef:
return {
"AutoMLJobName": ...,
}
# StopAutoMLJobRequestTypeDef definition
class StopAutoMLJobRequestTypeDef(TypedDict):
AutoMLJobName: str,StopCompilationJobRequestTypeDef#
# StopCompilationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopCompilationJobRequestTypeDef
def get_value() -> StopCompilationJobRequestTypeDef:
return {
"CompilationJobName": ...,
}
# StopCompilationJobRequestTypeDef definition
class StopCompilationJobRequestTypeDef(TypedDict):
CompilationJobName: str,StopEdgeDeploymentStageRequestTypeDef#
# StopEdgeDeploymentStageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopEdgeDeploymentStageRequestTypeDef
def get_value() -> StopEdgeDeploymentStageRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# StopEdgeDeploymentStageRequestTypeDef definition
class StopEdgeDeploymentStageRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,StopEdgePackagingJobRequestTypeDef#
# StopEdgePackagingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopEdgePackagingJobRequestTypeDef
def get_value() -> StopEdgePackagingJobRequestTypeDef:
return {
"EdgePackagingJobName": ...,
}
# StopEdgePackagingJobRequestTypeDef definition
class StopEdgePackagingJobRequestTypeDef(TypedDict):
EdgePackagingJobName: str,StopHyperParameterTuningJobRequestTypeDef#
# StopHyperParameterTuningJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopHyperParameterTuningJobRequestTypeDef
def get_value() -> StopHyperParameterTuningJobRequestTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# StopHyperParameterTuningJobRequestTypeDef definition
class StopHyperParameterTuningJobRequestTypeDef(TypedDict):
HyperParameterTuningJobName: str,StopInferenceRecommendationsJobRequestTypeDef#
# StopInferenceRecommendationsJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopInferenceRecommendationsJobRequestTypeDef
def get_value() -> StopInferenceRecommendationsJobRequestTypeDef:
return {
"JobName": ...,
}
# StopInferenceRecommendationsJobRequestTypeDef definition
class StopInferenceRecommendationsJobRequestTypeDef(TypedDict):
JobName: str,StopLabelingJobRequestTypeDef#
# StopLabelingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopLabelingJobRequestTypeDef
def get_value() -> StopLabelingJobRequestTypeDef:
return {
"LabelingJobName": ...,
}
# StopLabelingJobRequestTypeDef definition
class StopLabelingJobRequestTypeDef(TypedDict):
LabelingJobName: str,StopMlflowTrackingServerRequestTypeDef#
# StopMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopMlflowTrackingServerRequestTypeDef
def get_value() -> StopMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# StopMlflowTrackingServerRequestTypeDef definition
class StopMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,StopMonitoringScheduleRequestTypeDef#
# StopMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopMonitoringScheduleRequestTypeDef
def get_value() -> StopMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# StopMonitoringScheduleRequestTypeDef definition
class StopMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,StopNotebookInstanceInputTypeDef#
# StopNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopNotebookInstanceInputTypeDef
def get_value() -> StopNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# StopNotebookInstanceInputTypeDef definition
class StopNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,StopOptimizationJobRequestTypeDef#
# StopOptimizationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopOptimizationJobRequestTypeDef
def get_value() -> StopOptimizationJobRequestTypeDef:
return {
"OptimizationJobName": ...,
}
# StopOptimizationJobRequestTypeDef definition
class StopOptimizationJobRequestTypeDef(TypedDict):
OptimizationJobName: str,StopPipelineExecutionRequestTypeDef#
# StopPipelineExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopPipelineExecutionRequestTypeDef
def get_value() -> StopPipelineExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# StopPipelineExecutionRequestTypeDef definition
class StopPipelineExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
ClientRequestToken: str,StopProcessingJobRequestTypeDef#
# StopProcessingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopProcessingJobRequestTypeDef
def get_value() -> StopProcessingJobRequestTypeDef:
return {
"ProcessingJobName": ...,
}
# StopProcessingJobRequestTypeDef definition
class StopProcessingJobRequestTypeDef(TypedDict):
ProcessingJobName: str,StopTrainingJobRequestTypeDef#
# StopTrainingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopTrainingJobRequestTypeDef
def get_value() -> StopTrainingJobRequestTypeDef:
return {
"TrainingJobName": ...,
}
# StopTrainingJobRequestTypeDef definition
class StopTrainingJobRequestTypeDef(TypedDict):
TrainingJobName: str,StopTransformJobRequestTypeDef#
# StopTransformJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopTransformJobRequestTypeDef
def get_value() -> StopTransformJobRequestTypeDef:
return {
"TransformJobName": ...,
}
# StopTransformJobRequestTypeDef definition
class StopTransformJobRequestTypeDef(TypedDict):
TransformJobName: str,ThroughputConfigUpdateTypeDef#
# ThroughputConfigUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ThroughputConfigUpdateTypeDef
def get_value() -> ThroughputConfigUpdateTypeDef:
return {
"ThroughputMode": ...,
}
# ThroughputConfigUpdateTypeDef definition
class ThroughputConfigUpdateTypeDef(TypedDict):
ThroughputMode: NotRequired[ThroughputModeType], # (1)
ProvisionedReadCapacityUnits: NotRequired[int],
ProvisionedWriteCapacityUnits: NotRequired[int],TimeSeriesConfigOutputTypeDef#
# TimeSeriesConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesConfigOutputTypeDef
def get_value() -> TimeSeriesConfigOutputTypeDef:
return {
"TargetAttributeName": ...,
}
# TimeSeriesConfigOutputTypeDef definition
class TimeSeriesConfigOutputTypeDef(TypedDict):
TargetAttributeName: str,
TimestampAttributeName: str,
ItemIdentifierAttributeName: str,
GroupingAttributeNames: NotRequired[List[str]],TimeSeriesConfigTypeDef#
# TimeSeriesConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesConfigTypeDef
def get_value() -> TimeSeriesConfigTypeDef:
return {
"TargetAttributeName": ...,
}
# TimeSeriesConfigTypeDef definition
class TimeSeriesConfigTypeDef(TypedDict):
TargetAttributeName: str,
TimestampAttributeName: str,
ItemIdentifierAttributeName: str,
GroupingAttributeNames: NotRequired[Sequence[str]],TimeSeriesTransformationsOutputTypeDef#
# TimeSeriesTransformationsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesTransformationsOutputTypeDef
def get_value() -> TimeSeriesTransformationsOutputTypeDef:
return {
"Filling": ...,
}
# TimeSeriesTransformationsOutputTypeDef definition
class TimeSeriesTransformationsOutputTypeDef(TypedDict):
Filling: NotRequired[Dict[str, Dict[FillingTypeType, str]]], # (1)
Aggregation: NotRequired[Dict[str, AggregationTransformationValueType]], # (2)TimeSeriesTransformationsTypeDef#
# TimeSeriesTransformationsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesTransformationsTypeDef
def get_value() -> TimeSeriesTransformationsTypeDef:
return {
"Filling": ...,
}
# TimeSeriesTransformationsTypeDef definition
class TimeSeriesTransformationsTypeDef(TypedDict):
Filling: NotRequired[Mapping[str, Mapping[FillingTypeType, str]]], # (1)
Aggregation: NotRequired[Mapping[str, AggregationTransformationValueType]], # (2)TrainingRepositoryAuthConfigTypeDef#
# TrainingRepositoryAuthConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingRepositoryAuthConfigTypeDef
def get_value() -> TrainingRepositoryAuthConfigTypeDef:
return {
"TrainingRepositoryCredentialsProviderArn": ...,
}
# TrainingRepositoryAuthConfigTypeDef definition
class TrainingRepositoryAuthConfigTypeDef(TypedDict):
TrainingRepositoryCredentialsProviderArn: str,TransformS3DataSourceTypeDef#
# TransformS3DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformS3DataSourceTypeDef
def get_value() -> TransformS3DataSourceTypeDef:
return {
"S3DataType": ...,
}
# TransformS3DataSourceTypeDef definition
class TransformS3DataSourceTypeDef(TypedDict):
S3DataType: S3DataTypeType, # (1)
S3Uri: str,- See S3DataTypeType
UpdateActionRequestTypeDef#
# UpdateActionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateActionRequestTypeDef
def get_value() -> UpdateActionRequestTypeDef:
return {
"ActionName": ...,
}
# UpdateActionRequestTypeDef definition
class UpdateActionRequestTypeDef(TypedDict):
ActionName: str,
Description: NotRequired[str],
Status: NotRequired[ActionStatusType], # (1)
Properties: NotRequired[Mapping[str, str]],
PropertiesToRemove: NotRequired[Sequence[str]],- See ActionStatusType
UpdateArtifactRequestTypeDef#
# UpdateArtifactRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateArtifactRequestTypeDef
def get_value() -> UpdateArtifactRequestTypeDef:
return {
"ArtifactArn": ...,
}
# UpdateArtifactRequestTypeDef definition
class UpdateArtifactRequestTypeDef(TypedDict):
ArtifactArn: str,
ArtifactName: NotRequired[str],
Properties: NotRequired[Mapping[str, str]],
PropertiesToRemove: NotRequired[Sequence[str]],UpdateClusterSoftwareRequestTypeDef#
# UpdateClusterSoftwareRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterSoftwareRequestTypeDef
def get_value() -> UpdateClusterSoftwareRequestTypeDef:
return {
"ClusterName": ...,
}
# UpdateClusterSoftwareRequestTypeDef definition
class UpdateClusterSoftwareRequestTypeDef(TypedDict):
ClusterName: str,UpdateContextRequestTypeDef#
# UpdateContextRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateContextRequestTypeDef
def get_value() -> UpdateContextRequestTypeDef:
return {
"ContextName": ...,
}
# UpdateContextRequestTypeDef definition
class UpdateContextRequestTypeDef(TypedDict):
ContextName: str,
Description: NotRequired[str],
Properties: NotRequired[Mapping[str, str]],
PropertiesToRemove: NotRequired[Sequence[str]],VariantPropertyTypeDef#
# VariantPropertyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import VariantPropertyTypeDef
def get_value() -> VariantPropertyTypeDef:
return {
"VariantPropertyType": ...,
}
# VariantPropertyTypeDef definition
class VariantPropertyTypeDef(TypedDict):
VariantPropertyType: VariantPropertyTypeType, # (1)UpdateExperimentRequestTypeDef#
# UpdateExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateExperimentRequestTypeDef
def get_value() -> UpdateExperimentRequestTypeDef:
return {
"ExperimentName": ...,
}
# UpdateExperimentRequestTypeDef definition
class UpdateExperimentRequestTypeDef(TypedDict):
ExperimentName: str,
DisplayName: NotRequired[str],
Description: NotRequired[str],UpdateHubRequestTypeDef#
# UpdateHubRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateHubRequestTypeDef
def get_value() -> UpdateHubRequestTypeDef:
return {
"HubName": ...,
}
# UpdateHubRequestTypeDef definition
class UpdateHubRequestTypeDef(TypedDict):
HubName: str,
HubDescription: NotRequired[str],
HubDisplayName: NotRequired[str],
HubSearchKeywords: NotRequired[Sequence[str]],UpdateImageRequestTypeDef#
# UpdateImageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateImageRequestTypeDef
def get_value() -> UpdateImageRequestTypeDef:
return {
"ImageName": ...,
}
# UpdateImageRequestTypeDef definition
class UpdateImageRequestTypeDef(TypedDict):
ImageName: str,
DeleteProperties: NotRequired[Sequence[str]],
Description: NotRequired[str],
DisplayName: NotRequired[str],
RoleArn: NotRequired[str],UpdateImageVersionRequestTypeDef#
# UpdateImageVersionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateImageVersionRequestTypeDef
def get_value() -> UpdateImageVersionRequestTypeDef:
return {
"ImageName": ...,
}
# UpdateImageVersionRequestTypeDef definition
class UpdateImageVersionRequestTypeDef(TypedDict):
ImageName: str,
Alias: NotRequired[str],
Version: NotRequired[int],
AliasesToAdd: NotRequired[Sequence[str]],
AliasesToDelete: NotRequired[Sequence[str]],
VendorGuidance: NotRequired[VendorGuidanceType], # (1)
JobType: NotRequired[JobTypeType], # (2)
MLFramework: NotRequired[str],
ProgrammingLang: NotRequired[str],
Processor: NotRequired[ProcessorType], # (3)
Horovod: NotRequired[bool],
ReleaseNotes: NotRequired[str],- See VendorGuidanceType
- See JobTypeType
- See ProcessorType
UpdateMlflowTrackingServerRequestTypeDef#
# UpdateMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMlflowTrackingServerRequestTypeDef
def get_value() -> UpdateMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# UpdateMlflowTrackingServerRequestTypeDef definition
class UpdateMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,
ArtifactStoreUri: NotRequired[str],
TrackingServerSize: NotRequired[TrackingServerSizeType], # (1)
AutomaticModelRegistration: NotRequired[bool],
WeeklyMaintenanceWindowStart: NotRequired[str],UpdateModelCardRequestTypeDef#
# UpdateModelCardRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateModelCardRequestTypeDef
def get_value() -> UpdateModelCardRequestTypeDef:
return {
"ModelCardName": ...,
}
# UpdateModelCardRequestTypeDef definition
class UpdateModelCardRequestTypeDef(TypedDict):
ModelCardName: str,
Content: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)UpdateMonitoringAlertRequestTypeDef#
# UpdateMonitoringAlertRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMonitoringAlertRequestTypeDef
def get_value() -> UpdateMonitoringAlertRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# UpdateMonitoringAlertRequestTypeDef definition
class UpdateMonitoringAlertRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringAlertName: str,
DatapointsToAlert: int,
EvaluationPeriod: int,UpdateTrialRequestTypeDef#
# UpdateTrialRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrialRequestTypeDef
def get_value() -> UpdateTrialRequestTypeDef:
return {
"TrialName": ...,
}
# UpdateTrialRequestTypeDef definition
class UpdateTrialRequestTypeDef(TypedDict):
TrialName: str,
DisplayName: NotRequired[str],WorkforceVpcConfigResponseTypeDef#
# WorkforceVpcConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkforceVpcConfigResponseTypeDef
def get_value() -> WorkforceVpcConfigResponseTypeDef:
return {
"VpcId": ...,
}
# WorkforceVpcConfigResponseTypeDef definition
class WorkforceVpcConfigResponseTypeDef(TypedDict):
VpcId: str,
SecurityGroupIds: List[str],
Subnets: List[str],
VpcEndpointId: NotRequired[str],ActionSummaryTypeDef#
# ActionSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ActionSummaryTypeDef
def get_value() -> ActionSummaryTypeDef:
return {
"ActionArn": ...,
}
# ActionSummaryTypeDef definition
class ActionSummaryTypeDef(TypedDict):
ActionArn: NotRequired[str],
ActionName: NotRequired[str],
Source: NotRequired[ActionSourceTypeDef], # (1)
ActionType: NotRequired[str],
Status: NotRequired[ActionStatusType], # (2)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],- See ActionSourceTypeDef
- See ActionStatusType
AddAssociationResponseTypeDef#
# AddAssociationResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AddAssociationResponseTypeDef
def get_value() -> AddAssociationResponseTypeDef:
return {
"SourceArn": ...,
}
# AddAssociationResponseTypeDef definition
class AddAssociationResponseTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)AssociateTrialComponentResponseTypeDef#
# AssociateTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AssociateTrialComponentResponseTypeDef
def get_value() -> AssociateTrialComponentResponseTypeDef:
return {
"TrialComponentArn": ...,
}
# AssociateTrialComponentResponseTypeDef definition
class AssociateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateActionResponseTypeDef#
# CreateActionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateActionResponseTypeDef
def get_value() -> CreateActionResponseTypeDef:
return {
"ActionArn": ...,
}
# CreateActionResponseTypeDef definition
class CreateActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAlgorithmOutputTypeDef#
# CreateAlgorithmOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAlgorithmOutputTypeDef
def get_value() -> CreateAlgorithmOutputTypeDef:
return {
"AlgorithmArn": ...,
}
# CreateAlgorithmOutputTypeDef definition
class CreateAlgorithmOutputTypeDef(TypedDict):
AlgorithmArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAppImageConfigResponseTypeDef#
# CreateAppImageConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAppImageConfigResponseTypeDef
def get_value() -> CreateAppImageConfigResponseTypeDef:
return {
"AppImageConfigArn": ...,
}
# CreateAppImageConfigResponseTypeDef definition
class CreateAppImageConfigResponseTypeDef(TypedDict):
AppImageConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAppResponseTypeDef#
# CreateAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAppResponseTypeDef
def get_value() -> CreateAppResponseTypeDef:
return {
"AppArn": ...,
}
# CreateAppResponseTypeDef definition
class CreateAppResponseTypeDef(TypedDict):
AppArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateArtifactResponseTypeDef#
# CreateArtifactResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateArtifactResponseTypeDef
def get_value() -> CreateArtifactResponseTypeDef:
return {
"ArtifactArn": ...,
}
# CreateArtifactResponseTypeDef definition
class CreateArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAutoMLJobResponseTypeDef#
# CreateAutoMLJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAutoMLJobResponseTypeDef
def get_value() -> CreateAutoMLJobResponseTypeDef:
return {
"AutoMLJobArn": ...,
}
# CreateAutoMLJobResponseTypeDef definition
class CreateAutoMLJobResponseTypeDef(TypedDict):
AutoMLJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAutoMLJobV2ResponseTypeDef#
# CreateAutoMLJobV2ResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAutoMLJobV2ResponseTypeDef
def get_value() -> CreateAutoMLJobV2ResponseTypeDef:
return {
"AutoMLJobArn": ...,
}
# CreateAutoMLJobV2ResponseTypeDef definition
class CreateAutoMLJobV2ResponseTypeDef(TypedDict):
AutoMLJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateClusterResponseTypeDef#
# CreateClusterResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateClusterResponseTypeDef
def get_value() -> CreateClusterResponseTypeDef:
return {
"ClusterArn": ...,
}
# CreateClusterResponseTypeDef definition
class CreateClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateClusterSchedulerConfigResponseTypeDef#
# CreateClusterSchedulerConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateClusterSchedulerConfigResponseTypeDef
def get_value() -> CreateClusterSchedulerConfigResponseTypeDef:
return {
"ClusterSchedulerConfigArn": ...,
}
# CreateClusterSchedulerConfigResponseTypeDef definition
class CreateClusterSchedulerConfigResponseTypeDef(TypedDict):
ClusterSchedulerConfigArn: str,
ClusterSchedulerConfigId: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateCodeRepositoryOutputTypeDef#
# CreateCodeRepositoryOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateCodeRepositoryOutputTypeDef
def get_value() -> CreateCodeRepositoryOutputTypeDef:
return {
"CodeRepositoryArn": ...,
}
# CreateCodeRepositoryOutputTypeDef definition
class CreateCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateCompilationJobResponseTypeDef#
# CreateCompilationJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateCompilationJobResponseTypeDef
def get_value() -> CreateCompilationJobResponseTypeDef:
return {
"CompilationJobArn": ...,
}
# CreateCompilationJobResponseTypeDef definition
class CreateCompilationJobResponseTypeDef(TypedDict):
CompilationJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateComputeQuotaResponseTypeDef#
# CreateComputeQuotaResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateComputeQuotaResponseTypeDef
def get_value() -> CreateComputeQuotaResponseTypeDef:
return {
"ComputeQuotaArn": ...,
}
# CreateComputeQuotaResponseTypeDef definition
class CreateComputeQuotaResponseTypeDef(TypedDict):
ComputeQuotaArn: str,
ComputeQuotaId: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateContextResponseTypeDef#
# CreateContextResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateContextResponseTypeDef
def get_value() -> CreateContextResponseTypeDef:
return {
"ContextArn": ...,
}
# CreateContextResponseTypeDef definition
class CreateContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateDataQualityJobDefinitionResponseTypeDef#
# CreateDataQualityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateDataQualityJobDefinitionResponseTypeDef
def get_value() -> CreateDataQualityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# CreateDataQualityJobDefinitionResponseTypeDef definition
class CreateDataQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateDomainResponseTypeDef#
# CreateDomainResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateDomainResponseTypeDef
def get_value() -> CreateDomainResponseTypeDef:
return {
"DomainArn": ...,
}
# CreateDomainResponseTypeDef definition
class CreateDomainResponseTypeDef(TypedDict):
DomainArn: str,
Url: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEdgeDeploymentPlanResponseTypeDef#
# CreateEdgeDeploymentPlanResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEdgeDeploymentPlanResponseTypeDef
def get_value() -> CreateEdgeDeploymentPlanResponseTypeDef:
return {
"EdgeDeploymentPlanArn": ...,
}
# CreateEdgeDeploymentPlanResponseTypeDef definition
class CreateEdgeDeploymentPlanResponseTypeDef(TypedDict):
EdgeDeploymentPlanArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEndpointConfigOutputTypeDef#
# CreateEndpointConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEndpointConfigOutputTypeDef
def get_value() -> CreateEndpointConfigOutputTypeDef:
return {
"EndpointConfigArn": ...,
}
# CreateEndpointConfigOutputTypeDef definition
class CreateEndpointConfigOutputTypeDef(TypedDict):
EndpointConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEndpointOutputTypeDef#
# CreateEndpointOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEndpointOutputTypeDef
def get_value() -> CreateEndpointOutputTypeDef:
return {
"EndpointArn": ...,
}
# CreateEndpointOutputTypeDef definition
class CreateEndpointOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateExperimentResponseTypeDef#
# CreateExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateExperimentResponseTypeDef
def get_value() -> CreateExperimentResponseTypeDef:
return {
"ExperimentArn": ...,
}
# CreateExperimentResponseTypeDef definition
class CreateExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateFeatureGroupResponseTypeDef#
# CreateFeatureGroupResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateFeatureGroupResponseTypeDef
def get_value() -> CreateFeatureGroupResponseTypeDef:
return {
"FeatureGroupArn": ...,
}
# CreateFeatureGroupResponseTypeDef definition
class CreateFeatureGroupResponseTypeDef(TypedDict):
FeatureGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateFlowDefinitionResponseTypeDef#
# CreateFlowDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateFlowDefinitionResponseTypeDef
def get_value() -> CreateFlowDefinitionResponseTypeDef:
return {
"FlowDefinitionArn": ...,
}
# CreateFlowDefinitionResponseTypeDef definition
class CreateFlowDefinitionResponseTypeDef(TypedDict):
FlowDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHubContentReferenceResponseTypeDef#
# CreateHubContentReferenceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHubContentReferenceResponseTypeDef
def get_value() -> CreateHubContentReferenceResponseTypeDef:
return {
"HubArn": ...,
}
# CreateHubContentReferenceResponseTypeDef definition
class CreateHubContentReferenceResponseTypeDef(TypedDict):
HubArn: str,
HubContentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHubResponseTypeDef#
# CreateHubResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHubResponseTypeDef
def get_value() -> CreateHubResponseTypeDef:
return {
"HubArn": ...,
}
# CreateHubResponseTypeDef definition
class CreateHubResponseTypeDef(TypedDict):
HubArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHumanTaskUiResponseTypeDef#
# CreateHumanTaskUiResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHumanTaskUiResponseTypeDef
def get_value() -> CreateHumanTaskUiResponseTypeDef:
return {
"HumanTaskUiArn": ...,
}
# CreateHumanTaskUiResponseTypeDef definition
class CreateHumanTaskUiResponseTypeDef(TypedDict):
HumanTaskUiArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHyperParameterTuningJobResponseTypeDef#
# CreateHyperParameterTuningJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHyperParameterTuningJobResponseTypeDef
def get_value() -> CreateHyperParameterTuningJobResponseTypeDef:
return {
"HyperParameterTuningJobArn": ...,
}
# CreateHyperParameterTuningJobResponseTypeDef definition
class CreateHyperParameterTuningJobResponseTypeDef(TypedDict):
HyperParameterTuningJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateImageResponseTypeDef#
# CreateImageResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateImageResponseTypeDef
def get_value() -> CreateImageResponseTypeDef:
return {
"ImageArn": ...,
}
# CreateImageResponseTypeDef definition
class CreateImageResponseTypeDef(TypedDict):
ImageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateImageVersionResponseTypeDef#
# CreateImageVersionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateImageVersionResponseTypeDef
def get_value() -> CreateImageVersionResponseTypeDef:
return {
"ImageVersionArn": ...,
}
# CreateImageVersionResponseTypeDef definition
class CreateImageVersionResponseTypeDef(TypedDict):
ImageVersionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceComponentOutputTypeDef#
# CreateInferenceComponentOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceComponentOutputTypeDef
def get_value() -> CreateInferenceComponentOutputTypeDef:
return {
"InferenceComponentArn": ...,
}
# CreateInferenceComponentOutputTypeDef definition
class CreateInferenceComponentOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceExperimentResponseTypeDef#
# CreateInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceExperimentResponseTypeDef
def get_value() -> CreateInferenceExperimentResponseTypeDef:
return {
"InferenceExperimentArn": ...,
}
# CreateInferenceExperimentResponseTypeDef definition
class CreateInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceRecommendationsJobResponseTypeDef#
# CreateInferenceRecommendationsJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceRecommendationsJobResponseTypeDef
def get_value() -> CreateInferenceRecommendationsJobResponseTypeDef:
return {
"JobArn": ...,
}
# CreateInferenceRecommendationsJobResponseTypeDef definition
class CreateInferenceRecommendationsJobResponseTypeDef(TypedDict):
JobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateLabelingJobResponseTypeDef#
# CreateLabelingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateLabelingJobResponseTypeDef
def get_value() -> CreateLabelingJobResponseTypeDef:
return {
"LabelingJobArn": ...,
}
# CreateLabelingJobResponseTypeDef definition
class CreateLabelingJobResponseTypeDef(TypedDict):
LabelingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateMlflowTrackingServerResponseTypeDef#
# CreateMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateMlflowTrackingServerResponseTypeDef
def get_value() -> CreateMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# CreateMlflowTrackingServerResponseTypeDef definition
class CreateMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelBiasJobDefinitionResponseTypeDef#
# CreateModelBiasJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelBiasJobDefinitionResponseTypeDef
def get_value() -> CreateModelBiasJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# CreateModelBiasJobDefinitionResponseTypeDef definition
class CreateModelBiasJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelCardExportJobResponseTypeDef#
# CreateModelCardExportJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelCardExportJobResponseTypeDef
def get_value() -> CreateModelCardExportJobResponseTypeDef:
return {
"ModelCardExportJobArn": ...,
}
# CreateModelCardExportJobResponseTypeDef definition
class CreateModelCardExportJobResponseTypeDef(TypedDict):
ModelCardExportJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelCardResponseTypeDef#
# CreateModelCardResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelCardResponseTypeDef
def get_value() -> CreateModelCardResponseTypeDef:
return {
"ModelCardArn": ...,
}
# CreateModelCardResponseTypeDef definition
class CreateModelCardResponseTypeDef(TypedDict):
ModelCardArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelExplainabilityJobDefinitionResponseTypeDef#
# CreateModelExplainabilityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelExplainabilityJobDefinitionResponseTypeDef
def get_value() -> CreateModelExplainabilityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# CreateModelExplainabilityJobDefinitionResponseTypeDef definition
class CreateModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelOutputTypeDef#
# CreateModelOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelOutputTypeDef
def get_value() -> CreateModelOutputTypeDef:
return {
"ModelArn": ...,
}
# CreateModelOutputTypeDef definition
class CreateModelOutputTypeDef(TypedDict):
ModelArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelPackageGroupOutputTypeDef#
# CreateModelPackageGroupOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelPackageGroupOutputTypeDef
def get_value() -> CreateModelPackageGroupOutputTypeDef:
return {
"ModelPackageGroupArn": ...,
}
# CreateModelPackageGroupOutputTypeDef definition
class CreateModelPackageGroupOutputTypeDef(TypedDict):
ModelPackageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelPackageOutputTypeDef#
# CreateModelPackageOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelPackageOutputTypeDef
def get_value() -> CreateModelPackageOutputTypeDef:
return {
"ModelPackageArn": ...,
}
# CreateModelPackageOutputTypeDef definition
class CreateModelPackageOutputTypeDef(TypedDict):
ModelPackageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelQualityJobDefinitionResponseTypeDef#
# CreateModelQualityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelQualityJobDefinitionResponseTypeDef
def get_value() -> CreateModelQualityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# CreateModelQualityJobDefinitionResponseTypeDef definition
class CreateModelQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateMonitoringScheduleResponseTypeDef#
# CreateMonitoringScheduleResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateMonitoringScheduleResponseTypeDef
def get_value() -> CreateMonitoringScheduleResponseTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# CreateMonitoringScheduleResponseTypeDef definition
class CreateMonitoringScheduleResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateNotebookInstanceLifecycleConfigOutputTypeDef#
# CreateNotebookInstanceLifecycleConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateNotebookInstanceLifecycleConfigOutputTypeDef
def get_value() -> CreateNotebookInstanceLifecycleConfigOutputTypeDef:
return {
"NotebookInstanceLifecycleConfigArn": ...,
}
# CreateNotebookInstanceLifecycleConfigOutputTypeDef definition
class CreateNotebookInstanceLifecycleConfigOutputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateNotebookInstanceOutputTypeDef#
# CreateNotebookInstanceOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateNotebookInstanceOutputTypeDef
def get_value() -> CreateNotebookInstanceOutputTypeDef:
return {
"NotebookInstanceArn": ...,
}
# CreateNotebookInstanceOutputTypeDef definition
class CreateNotebookInstanceOutputTypeDef(TypedDict):
NotebookInstanceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateOptimizationJobResponseTypeDef#
# CreateOptimizationJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateOptimizationJobResponseTypeDef
def get_value() -> CreateOptimizationJobResponseTypeDef:
return {
"OptimizationJobArn": ...,
}
# CreateOptimizationJobResponseTypeDef definition
class CreateOptimizationJobResponseTypeDef(TypedDict):
OptimizationJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePartnerAppPresignedUrlResponseTypeDef#
# CreatePartnerAppPresignedUrlResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePartnerAppPresignedUrlResponseTypeDef
def get_value() -> CreatePartnerAppPresignedUrlResponseTypeDef:
return {
"Url": ...,
}
# CreatePartnerAppPresignedUrlResponseTypeDef definition
class CreatePartnerAppPresignedUrlResponseTypeDef(TypedDict):
Url: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePartnerAppResponseTypeDef#
# CreatePartnerAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePartnerAppResponseTypeDef
def get_value() -> CreatePartnerAppResponseTypeDef:
return {
"Arn": ...,
}
# CreatePartnerAppResponseTypeDef definition
class CreatePartnerAppResponseTypeDef(TypedDict):
Arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePipelineResponseTypeDef#
# CreatePipelineResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePipelineResponseTypeDef
def get_value() -> CreatePipelineResponseTypeDef:
return {
"PipelineArn": ...,
}
# CreatePipelineResponseTypeDef definition
class CreatePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedDomainUrlResponseTypeDef#
# CreatePresignedDomainUrlResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedDomainUrlResponseTypeDef
def get_value() -> CreatePresignedDomainUrlResponseTypeDef:
return {
"AuthorizedUrl": ...,
}
# CreatePresignedDomainUrlResponseTypeDef definition
class CreatePresignedDomainUrlResponseTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedMlflowTrackingServerUrlResponseTypeDef#
# CreatePresignedMlflowTrackingServerUrlResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedMlflowTrackingServerUrlResponseTypeDef
def get_value() -> CreatePresignedMlflowTrackingServerUrlResponseTypeDef:
return {
"AuthorizedUrl": ...,
}
# CreatePresignedMlflowTrackingServerUrlResponseTypeDef definition
class CreatePresignedMlflowTrackingServerUrlResponseTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedNotebookInstanceUrlOutputTypeDef#
# CreatePresignedNotebookInstanceUrlOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePresignedNotebookInstanceUrlOutputTypeDef
def get_value() -> CreatePresignedNotebookInstanceUrlOutputTypeDef:
return {
"AuthorizedUrl": ...,
}
# CreatePresignedNotebookInstanceUrlOutputTypeDef definition
class CreatePresignedNotebookInstanceUrlOutputTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateProcessingJobResponseTypeDef#
# CreateProcessingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateProcessingJobResponseTypeDef
def get_value() -> CreateProcessingJobResponseTypeDef:
return {
"ProcessingJobArn": ...,
}
# CreateProcessingJobResponseTypeDef definition
class CreateProcessingJobResponseTypeDef(TypedDict):
ProcessingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateProjectOutputTypeDef#
# CreateProjectOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateProjectOutputTypeDef
def get_value() -> CreateProjectOutputTypeDef:
return {
"ProjectArn": ...,
}
# CreateProjectOutputTypeDef definition
class CreateProjectOutputTypeDef(TypedDict):
ProjectArn: str,
ProjectId: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateSpaceResponseTypeDef#
# CreateSpaceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateSpaceResponseTypeDef
def get_value() -> CreateSpaceResponseTypeDef:
return {
"SpaceArn": ...,
}
# CreateSpaceResponseTypeDef definition
class CreateSpaceResponseTypeDef(TypedDict):
SpaceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateStudioLifecycleConfigResponseTypeDef#
# CreateStudioLifecycleConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateStudioLifecycleConfigResponseTypeDef
def get_value() -> CreateStudioLifecycleConfigResponseTypeDef:
return {
"StudioLifecycleConfigArn": ...,
}
# CreateStudioLifecycleConfigResponseTypeDef definition
class CreateStudioLifecycleConfigResponseTypeDef(TypedDict):
StudioLifecycleConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrainingJobResponseTypeDef#
# CreateTrainingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrainingJobResponseTypeDef
def get_value() -> CreateTrainingJobResponseTypeDef:
return {
"TrainingJobArn": ...,
}
# CreateTrainingJobResponseTypeDef definition
class CreateTrainingJobResponseTypeDef(TypedDict):
TrainingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrainingPlanResponseTypeDef#
# CreateTrainingPlanResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrainingPlanResponseTypeDef
def get_value() -> CreateTrainingPlanResponseTypeDef:
return {
"TrainingPlanArn": ...,
}
# CreateTrainingPlanResponseTypeDef definition
class CreateTrainingPlanResponseTypeDef(TypedDict):
TrainingPlanArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTransformJobResponseTypeDef#
# CreateTransformJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTransformJobResponseTypeDef
def get_value() -> CreateTransformJobResponseTypeDef:
return {
"TransformJobArn": ...,
}
# CreateTransformJobResponseTypeDef definition
class CreateTransformJobResponseTypeDef(TypedDict):
TransformJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrialComponentResponseTypeDef#
# CreateTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrialComponentResponseTypeDef
def get_value() -> CreateTrialComponentResponseTypeDef:
return {
"TrialComponentArn": ...,
}
# CreateTrialComponentResponseTypeDef definition
class CreateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrialResponseTypeDef#
# CreateTrialResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrialResponseTypeDef
def get_value() -> CreateTrialResponseTypeDef:
return {
"TrialArn": ...,
}
# CreateTrialResponseTypeDef definition
class CreateTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateUserProfileResponseTypeDef#
# CreateUserProfileResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateUserProfileResponseTypeDef
def get_value() -> CreateUserProfileResponseTypeDef:
return {
"UserProfileArn": ...,
}
# CreateUserProfileResponseTypeDef definition
class CreateUserProfileResponseTypeDef(TypedDict):
UserProfileArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateWorkforceResponseTypeDef#
# CreateWorkforceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateWorkforceResponseTypeDef
def get_value() -> CreateWorkforceResponseTypeDef:
return {
"WorkforceArn": ...,
}
# CreateWorkforceResponseTypeDef definition
class CreateWorkforceResponseTypeDef(TypedDict):
WorkforceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateWorkteamResponseTypeDef#
# CreateWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateWorkteamResponseTypeDef
def get_value() -> CreateWorkteamResponseTypeDef:
return {
"WorkteamArn": ...,
}
# CreateWorkteamResponseTypeDef definition
class CreateWorkteamResponseTypeDef(TypedDict):
WorkteamArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteActionResponseTypeDef#
# DeleteActionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteActionResponseTypeDef
def get_value() -> DeleteActionResponseTypeDef:
return {
"ActionArn": ...,
}
# DeleteActionResponseTypeDef definition
class DeleteActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteArtifactResponseTypeDef#
# DeleteArtifactResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteArtifactResponseTypeDef
def get_value() -> DeleteArtifactResponseTypeDef:
return {
"ArtifactArn": ...,
}
# DeleteArtifactResponseTypeDef definition
class DeleteArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteAssociationResponseTypeDef#
# DeleteAssociationResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteAssociationResponseTypeDef
def get_value() -> DeleteAssociationResponseTypeDef:
return {
"SourceArn": ...,
}
# DeleteAssociationResponseTypeDef definition
class DeleteAssociationResponseTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteClusterResponseTypeDef#
# DeleteClusterResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteClusterResponseTypeDef
def get_value() -> DeleteClusterResponseTypeDef:
return {
"ClusterArn": ...,
}
# DeleteClusterResponseTypeDef definition
class DeleteClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteContextResponseTypeDef#
# DeleteContextResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteContextResponseTypeDef
def get_value() -> DeleteContextResponseTypeDef:
return {
"ContextArn": ...,
}
# DeleteContextResponseTypeDef definition
class DeleteContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteExperimentResponseTypeDef#
# DeleteExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteExperimentResponseTypeDef
def get_value() -> DeleteExperimentResponseTypeDef:
return {
"ExperimentArn": ...,
}
# DeleteExperimentResponseTypeDef definition
class DeleteExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteInferenceExperimentResponseTypeDef#
# DeleteInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteInferenceExperimentResponseTypeDef
def get_value() -> DeleteInferenceExperimentResponseTypeDef:
return {
"InferenceExperimentArn": ...,
}
# DeleteInferenceExperimentResponseTypeDef definition
class DeleteInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteMlflowTrackingServerResponseTypeDef#
# DeleteMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteMlflowTrackingServerResponseTypeDef
def get_value() -> DeleteMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# DeleteMlflowTrackingServerResponseTypeDef definition
class DeleteMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeletePartnerAppResponseTypeDef#
# DeletePartnerAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeletePartnerAppResponseTypeDef
def get_value() -> DeletePartnerAppResponseTypeDef:
return {
"Arn": ...,
}
# DeletePartnerAppResponseTypeDef definition
class DeletePartnerAppResponseTypeDef(TypedDict):
Arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeletePipelineResponseTypeDef#
# DeletePipelineResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeletePipelineResponseTypeDef
def get_value() -> DeletePipelineResponseTypeDef:
return {
"PipelineArn": ...,
}
# DeletePipelineResponseTypeDef definition
class DeletePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteTrialComponentResponseTypeDef#
# DeleteTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteTrialComponentResponseTypeDef
def get_value() -> DeleteTrialComponentResponseTypeDef:
return {
"TrialComponentArn": ...,
}
# DeleteTrialComponentResponseTypeDef definition
class DeleteTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteTrialResponseTypeDef#
# DeleteTrialResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteTrialResponseTypeDef
def get_value() -> DeleteTrialResponseTypeDef:
return {
"TrialArn": ...,
}
# DeleteTrialResponseTypeDef definition
class DeleteTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteWorkteamResponseTypeDef#
# DeleteWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteWorkteamResponseTypeDef
def get_value() -> DeleteWorkteamResponseTypeDef:
return {
"Success": ...,
}
# DeleteWorkteamResponseTypeDef definition
class DeleteWorkteamResponseTypeDef(TypedDict):
Success: bool,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DescribeImageResponseTypeDef#
# DescribeImageResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageResponseTypeDef
def get_value() -> DescribeImageResponseTypeDef:
return {
"CreationTime": ...,
}
# DescribeImageResponseTypeDef definition
class DescribeImageResponseTypeDef(TypedDict):
CreationTime: datetime,
Description: str,
DisplayName: str,
FailureReason: str,
ImageArn: str,
ImageName: str,
ImageStatus: ImageStatusType, # (1)
LastModifiedTime: datetime,
RoleArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)DescribeImageVersionResponseTypeDef#
# DescribeImageVersionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageVersionResponseTypeDef
def get_value() -> DescribeImageVersionResponseTypeDef:
return {
"BaseImage": ...,
}
# DescribeImageVersionResponseTypeDef definition
class DescribeImageVersionResponseTypeDef(TypedDict):
BaseImage: str,
ContainerImage: str,
CreationTime: datetime,
FailureReason: str,
ImageArn: str,
ImageVersionArn: str,
ImageVersionStatus: ImageVersionStatusType, # (1)
LastModifiedTime: datetime,
Version: int,
VendorGuidance: VendorGuidanceType, # (2)
JobType: JobTypeType, # (3)
MLFramework: str,
ProgrammingLang: str,
Processor: ProcessorType, # (4)
Horovod: bool,
ReleaseNotes: str,
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See ImageVersionStatusType
- See VendorGuidanceType
- See JobTypeType
- See ProcessorType
- See ResponseMetadataTypeDef
DescribePipelineDefinitionForExecutionResponseTypeDef#
# DescribePipelineDefinitionForExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineDefinitionForExecutionResponseTypeDef
def get_value() -> DescribePipelineDefinitionForExecutionResponseTypeDef:
return {
"PipelineDefinition": ...,
}
# DescribePipelineDefinitionForExecutionResponseTypeDef definition
class DescribePipelineDefinitionForExecutionResponseTypeDef(TypedDict):
PipelineDefinition: str,
CreationTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DescribeStudioLifecycleConfigResponseTypeDef#
# DescribeStudioLifecycleConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeStudioLifecycleConfigResponseTypeDef
def get_value() -> DescribeStudioLifecycleConfigResponseTypeDef:
return {
"StudioLifecycleConfigArn": ...,
}
# DescribeStudioLifecycleConfigResponseTypeDef definition
class DescribeStudioLifecycleConfigResponseTypeDef(TypedDict):
StudioLifecycleConfigArn: str,
StudioLifecycleConfigName: str,
CreationTime: datetime,
LastModifiedTime: datetime,
StudioLifecycleConfigContent: str,
StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)DisassociateTrialComponentResponseTypeDef#
# DisassociateTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DisassociateTrialComponentResponseTypeDef
def get_value() -> DisassociateTrialComponentResponseTypeDef:
return {
"TrialComponentArn": ...,
}
# DisassociateTrialComponentResponseTypeDef definition
class DisassociateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)EmptyResponseMetadataTypeDef#
# EmptyResponseMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EmptyResponseMetadataTypeDef
def get_value() -> EmptyResponseMetadataTypeDef:
return {
"ResponseMetadata": ...,
}
# EmptyResponseMetadataTypeDef definition
class EmptyResponseMetadataTypeDef(TypedDict):
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetLineageGroupPolicyResponseTypeDef#
# GetLineageGroupPolicyResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetLineageGroupPolicyResponseTypeDef
def get_value() -> GetLineageGroupPolicyResponseTypeDef:
return {
"LineageGroupArn": ...,
}
# GetLineageGroupPolicyResponseTypeDef definition
class GetLineageGroupPolicyResponseTypeDef(TypedDict):
LineageGroupArn: str,
ResourcePolicy: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetModelPackageGroupPolicyOutputTypeDef#
# GetModelPackageGroupPolicyOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetModelPackageGroupPolicyOutputTypeDef
def get_value() -> GetModelPackageGroupPolicyOutputTypeDef:
return {
"ResourcePolicy": ...,
}
# GetModelPackageGroupPolicyOutputTypeDef definition
class GetModelPackageGroupPolicyOutputTypeDef(TypedDict):
ResourcePolicy: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetSagemakerServicecatalogPortfolioStatusOutputTypeDef#
# GetSagemakerServicecatalogPortfolioStatusOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetSagemakerServicecatalogPortfolioStatusOutputTypeDef
def get_value() -> GetSagemakerServicecatalogPortfolioStatusOutputTypeDef:
return {
"Status": ...,
}
# GetSagemakerServicecatalogPortfolioStatusOutputTypeDef definition
class GetSagemakerServicecatalogPortfolioStatusOutputTypeDef(TypedDict):
Status: SagemakerServicecatalogStatusType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ImportHubContentResponseTypeDef#
# ImportHubContentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImportHubContentResponseTypeDef
def get_value() -> ImportHubContentResponseTypeDef:
return {
"HubArn": ...,
}
# ImportHubContentResponseTypeDef definition
class ImportHubContentResponseTypeDef(TypedDict):
HubArn: str,
HubContentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)ListAliasesResponseTypeDef#
# ListAliasesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAliasesResponseTypeDef
def get_value() -> ListAliasesResponseTypeDef:
return {
"SageMakerImageVersionAliases": ...,
}
# ListAliasesResponseTypeDef definition
class ListAliasesResponseTypeDef(TypedDict):
SageMakerImageVersionAliases: List[str],
ResponseMetadata: ResponseMetadataTypeDef, # (1)
NextToken: NotRequired[str],PutModelPackageGroupPolicyOutputTypeDef#
# PutModelPackageGroupPolicyOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PutModelPackageGroupPolicyOutputTypeDef
def get_value() -> PutModelPackageGroupPolicyOutputTypeDef:
return {
"ModelPackageGroupArn": ...,
}
# PutModelPackageGroupPolicyOutputTypeDef definition
class PutModelPackageGroupPolicyOutputTypeDef(TypedDict):
ModelPackageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)RetryPipelineExecutionResponseTypeDef#
# RetryPipelineExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RetryPipelineExecutionResponseTypeDef
def get_value() -> RetryPipelineExecutionResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# RetryPipelineExecutionResponseTypeDef definition
class RetryPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)SendPipelineExecutionStepFailureResponseTypeDef#
# SendPipelineExecutionStepFailureResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SendPipelineExecutionStepFailureResponseTypeDef
def get_value() -> SendPipelineExecutionStepFailureResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# SendPipelineExecutionStepFailureResponseTypeDef definition
class SendPipelineExecutionStepFailureResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)SendPipelineExecutionStepSuccessResponseTypeDef#
# SendPipelineExecutionStepSuccessResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SendPipelineExecutionStepSuccessResponseTypeDef
def get_value() -> SendPipelineExecutionStepSuccessResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# SendPipelineExecutionStepSuccessResponseTypeDef definition
class SendPipelineExecutionStepSuccessResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartInferenceExperimentResponseTypeDef#
# StartInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartInferenceExperimentResponseTypeDef
def get_value() -> StartInferenceExperimentResponseTypeDef:
return {
"InferenceExperimentArn": ...,
}
# StartInferenceExperimentResponseTypeDef definition
class StartInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartMlflowTrackingServerResponseTypeDef#
# StartMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartMlflowTrackingServerResponseTypeDef
def get_value() -> StartMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# StartMlflowTrackingServerResponseTypeDef definition
class StartMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartPipelineExecutionResponseTypeDef#
# StartPipelineExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartPipelineExecutionResponseTypeDef
def get_value() -> StartPipelineExecutionResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# StartPipelineExecutionResponseTypeDef definition
class StartPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopInferenceExperimentResponseTypeDef#
# StopInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopInferenceExperimentResponseTypeDef
def get_value() -> StopInferenceExperimentResponseTypeDef:
return {
"InferenceExperimentArn": ...,
}
# StopInferenceExperimentResponseTypeDef definition
class StopInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopMlflowTrackingServerResponseTypeDef#
# StopMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopMlflowTrackingServerResponseTypeDef
def get_value() -> StopMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# StopMlflowTrackingServerResponseTypeDef definition
class StopMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopPipelineExecutionResponseTypeDef#
# StopPipelineExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopPipelineExecutionResponseTypeDef
def get_value() -> StopPipelineExecutionResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# StopPipelineExecutionResponseTypeDef definition
class StopPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateActionResponseTypeDef#
# UpdateActionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateActionResponseTypeDef
def get_value() -> UpdateActionResponseTypeDef:
return {
"ActionArn": ...,
}
# UpdateActionResponseTypeDef definition
class UpdateActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateAppImageConfigResponseTypeDef#
# UpdateAppImageConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateAppImageConfigResponseTypeDef
def get_value() -> UpdateAppImageConfigResponseTypeDef:
return {
"AppImageConfigArn": ...,
}
# UpdateAppImageConfigResponseTypeDef definition
class UpdateAppImageConfigResponseTypeDef(TypedDict):
AppImageConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateArtifactResponseTypeDef#
# UpdateArtifactResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateArtifactResponseTypeDef
def get_value() -> UpdateArtifactResponseTypeDef:
return {
"ArtifactArn": ...,
}
# UpdateArtifactResponseTypeDef definition
class UpdateArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateClusterResponseTypeDef#
# UpdateClusterResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterResponseTypeDef
def get_value() -> UpdateClusterResponseTypeDef:
return {
"ClusterArn": ...,
}
# UpdateClusterResponseTypeDef definition
class UpdateClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateClusterSchedulerConfigResponseTypeDef#
# UpdateClusterSchedulerConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterSchedulerConfigResponseTypeDef
def get_value() -> UpdateClusterSchedulerConfigResponseTypeDef:
return {
"ClusterSchedulerConfigArn": ...,
}
# UpdateClusterSchedulerConfigResponseTypeDef definition
class UpdateClusterSchedulerConfigResponseTypeDef(TypedDict):
ClusterSchedulerConfigArn: str,
ClusterSchedulerConfigVersion: int,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateClusterSoftwareResponseTypeDef#
# UpdateClusterSoftwareResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterSoftwareResponseTypeDef
def get_value() -> UpdateClusterSoftwareResponseTypeDef:
return {
"ClusterArn": ...,
}
# UpdateClusterSoftwareResponseTypeDef definition
class UpdateClusterSoftwareResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateCodeRepositoryOutputTypeDef#
# UpdateCodeRepositoryOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateCodeRepositoryOutputTypeDef
def get_value() -> UpdateCodeRepositoryOutputTypeDef:
return {
"CodeRepositoryArn": ...,
}
# UpdateCodeRepositoryOutputTypeDef definition
class UpdateCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateComputeQuotaResponseTypeDef#
# UpdateComputeQuotaResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateComputeQuotaResponseTypeDef
def get_value() -> UpdateComputeQuotaResponseTypeDef:
return {
"ComputeQuotaArn": ...,
}
# UpdateComputeQuotaResponseTypeDef definition
class UpdateComputeQuotaResponseTypeDef(TypedDict):
ComputeQuotaArn: str,
ComputeQuotaVersion: int,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateContextResponseTypeDef#
# UpdateContextResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateContextResponseTypeDef
def get_value() -> UpdateContextResponseTypeDef:
return {
"ContextArn": ...,
}
# UpdateContextResponseTypeDef definition
class UpdateContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateDomainResponseTypeDef#
# UpdateDomainResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateDomainResponseTypeDef
def get_value() -> UpdateDomainResponseTypeDef:
return {
"DomainArn": ...,
}
# UpdateDomainResponseTypeDef definition
class UpdateDomainResponseTypeDef(TypedDict):
DomainArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateEndpointOutputTypeDef#
# UpdateEndpointOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateEndpointOutputTypeDef
def get_value() -> UpdateEndpointOutputTypeDef:
return {
"EndpointArn": ...,
}
# UpdateEndpointOutputTypeDef definition
class UpdateEndpointOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateEndpointWeightsAndCapacitiesOutputTypeDef#
# UpdateEndpointWeightsAndCapacitiesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateEndpointWeightsAndCapacitiesOutputTypeDef
def get_value() -> UpdateEndpointWeightsAndCapacitiesOutputTypeDef:
return {
"EndpointArn": ...,
}
# UpdateEndpointWeightsAndCapacitiesOutputTypeDef definition
class UpdateEndpointWeightsAndCapacitiesOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateExperimentResponseTypeDef#
# UpdateExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateExperimentResponseTypeDef
def get_value() -> UpdateExperimentResponseTypeDef:
return {
"ExperimentArn": ...,
}
# UpdateExperimentResponseTypeDef definition
class UpdateExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateFeatureGroupResponseTypeDef#
# UpdateFeatureGroupResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateFeatureGroupResponseTypeDef
def get_value() -> UpdateFeatureGroupResponseTypeDef:
return {
"FeatureGroupArn": ...,
}
# UpdateFeatureGroupResponseTypeDef definition
class UpdateFeatureGroupResponseTypeDef(TypedDict):
FeatureGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateHubResponseTypeDef#
# UpdateHubResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateHubResponseTypeDef
def get_value() -> UpdateHubResponseTypeDef:
return {
"HubArn": ...,
}
# UpdateHubResponseTypeDef definition
class UpdateHubResponseTypeDef(TypedDict):
HubArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateImageResponseTypeDef#
# UpdateImageResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateImageResponseTypeDef
def get_value() -> UpdateImageResponseTypeDef:
return {
"ImageArn": ...,
}
# UpdateImageResponseTypeDef definition
class UpdateImageResponseTypeDef(TypedDict):
ImageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateImageVersionResponseTypeDef#
# UpdateImageVersionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateImageVersionResponseTypeDef
def get_value() -> UpdateImageVersionResponseTypeDef:
return {
"ImageVersionArn": ...,
}
# UpdateImageVersionResponseTypeDef definition
class UpdateImageVersionResponseTypeDef(TypedDict):
ImageVersionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceComponentOutputTypeDef#
# UpdateInferenceComponentOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceComponentOutputTypeDef
def get_value() -> UpdateInferenceComponentOutputTypeDef:
return {
"InferenceComponentArn": ...,
}
# UpdateInferenceComponentOutputTypeDef definition
class UpdateInferenceComponentOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceComponentRuntimeConfigOutputTypeDef#
# UpdateInferenceComponentRuntimeConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceComponentRuntimeConfigOutputTypeDef
def get_value() -> UpdateInferenceComponentRuntimeConfigOutputTypeDef:
return {
"InferenceComponentArn": ...,
}
# UpdateInferenceComponentRuntimeConfigOutputTypeDef definition
class UpdateInferenceComponentRuntimeConfigOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceExperimentResponseTypeDef#
# UpdateInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceExperimentResponseTypeDef
def get_value() -> UpdateInferenceExperimentResponseTypeDef:
return {
"InferenceExperimentArn": ...,
}
# UpdateInferenceExperimentResponseTypeDef definition
class UpdateInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMlflowTrackingServerResponseTypeDef#
# UpdateMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMlflowTrackingServerResponseTypeDef
def get_value() -> UpdateMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# UpdateMlflowTrackingServerResponseTypeDef definition
class UpdateMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateModelCardResponseTypeDef#
# UpdateModelCardResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateModelCardResponseTypeDef
def get_value() -> UpdateModelCardResponseTypeDef:
return {
"ModelCardArn": ...,
}
# UpdateModelCardResponseTypeDef definition
class UpdateModelCardResponseTypeDef(TypedDict):
ModelCardArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateModelPackageOutputTypeDef#
# UpdateModelPackageOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateModelPackageOutputTypeDef
def get_value() -> UpdateModelPackageOutputTypeDef:
return {
"ModelPackageArn": ...,
}
# UpdateModelPackageOutputTypeDef definition
class UpdateModelPackageOutputTypeDef(TypedDict):
ModelPackageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMonitoringAlertResponseTypeDef#
# UpdateMonitoringAlertResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMonitoringAlertResponseTypeDef
def get_value() -> UpdateMonitoringAlertResponseTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# UpdateMonitoringAlertResponseTypeDef definition
class UpdateMonitoringAlertResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
MonitoringAlertName: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMonitoringScheduleResponseTypeDef#
# UpdateMonitoringScheduleResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMonitoringScheduleResponseTypeDef
def get_value() -> UpdateMonitoringScheduleResponseTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# UpdateMonitoringScheduleResponseTypeDef definition
class UpdateMonitoringScheduleResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdatePartnerAppResponseTypeDef#
# UpdatePartnerAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePartnerAppResponseTypeDef
def get_value() -> UpdatePartnerAppResponseTypeDef:
return {
"Arn": ...,
}
# UpdatePartnerAppResponseTypeDef definition
class UpdatePartnerAppResponseTypeDef(TypedDict):
Arn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdatePipelineExecutionResponseTypeDef#
# UpdatePipelineExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePipelineExecutionResponseTypeDef
def get_value() -> UpdatePipelineExecutionResponseTypeDef:
return {
"PipelineExecutionArn": ...,
}
# UpdatePipelineExecutionResponseTypeDef definition
class UpdatePipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdatePipelineResponseTypeDef#
# UpdatePipelineResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePipelineResponseTypeDef
def get_value() -> UpdatePipelineResponseTypeDef:
return {
"PipelineArn": ...,
}
# UpdatePipelineResponseTypeDef definition
class UpdatePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateProjectOutputTypeDef#
# UpdateProjectOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateProjectOutputTypeDef
def get_value() -> UpdateProjectOutputTypeDef:
return {
"ProjectArn": ...,
}
# UpdateProjectOutputTypeDef definition
class UpdateProjectOutputTypeDef(TypedDict):
ProjectArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateSpaceResponseTypeDef#
# UpdateSpaceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateSpaceResponseTypeDef
def get_value() -> UpdateSpaceResponseTypeDef:
return {
"SpaceArn": ...,
}
# UpdateSpaceResponseTypeDef definition
class UpdateSpaceResponseTypeDef(TypedDict):
SpaceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrainingJobResponseTypeDef#
# UpdateTrainingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrainingJobResponseTypeDef
def get_value() -> UpdateTrainingJobResponseTypeDef:
return {
"TrainingJobArn": ...,
}
# UpdateTrainingJobResponseTypeDef definition
class UpdateTrainingJobResponseTypeDef(TypedDict):
TrainingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrialComponentResponseTypeDef#
# UpdateTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrialComponentResponseTypeDef
def get_value() -> UpdateTrialComponentResponseTypeDef:
return {
"TrialComponentArn": ...,
}
# UpdateTrialComponentResponseTypeDef definition
class UpdateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrialResponseTypeDef#
# UpdateTrialResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrialResponseTypeDef
def get_value() -> UpdateTrialResponseTypeDef:
return {
"TrialArn": ...,
}
# UpdateTrialResponseTypeDef definition
class UpdateTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateUserProfileResponseTypeDef#
# UpdateUserProfileResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateUserProfileResponseTypeDef
def get_value() -> UpdateUserProfileResponseTypeDef:
return {
"UserProfileArn": ...,
}
# UpdateUserProfileResponseTypeDef definition
class UpdateUserProfileResponseTypeDef(TypedDict):
UserProfileArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)AddTagsInputTypeDef#
# AddTagsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AddTagsInputTypeDef
def get_value() -> AddTagsInputTypeDef:
return {
"ResourceArn": ...,
}
# AddTagsInputTypeDef definition
class AddTagsInputTypeDef(TypedDict):
ResourceArn: str,
Tags: Sequence[TagTypeDef], # (1)- See TagTypeDef
AddTagsOutputTypeDef#
# AddTagsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AddTagsOutputTypeDef
def get_value() -> AddTagsOutputTypeDef:
return {
"Tags": ...,
}
# AddTagsOutputTypeDef definition
class AddTagsOutputTypeDef(TypedDict):
Tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See TagTypeDef
- See ResponseMetadataTypeDef
CreateExperimentRequestTypeDef#
# CreateExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateExperimentRequestTypeDef
def get_value() -> CreateExperimentRequestTypeDef:
return {
"ExperimentName": ...,
}
# CreateExperimentRequestTypeDef definition
class CreateExperimentRequestTypeDef(TypedDict):
ExperimentName: str,
DisplayName: NotRequired[str],
Description: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateHubContentReferenceRequestTypeDef#
# CreateHubContentReferenceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHubContentReferenceRequestTypeDef
def get_value() -> CreateHubContentReferenceRequestTypeDef:
return {
"HubName": ...,
}
# CreateHubContentReferenceRequestTypeDef definition
class CreateHubContentReferenceRequestTypeDef(TypedDict):
HubName: str,
SageMakerPublicHubContentArn: str,
HubContentName: NotRequired[str],
MinVersion: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateImageRequestTypeDef#
# CreateImageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateImageRequestTypeDef
def get_value() -> CreateImageRequestTypeDef:
return {
"ImageName": ...,
}
# CreateImageRequestTypeDef definition
class CreateImageRequestTypeDef(TypedDict):
ImageName: str,
RoleArn: str,
Description: NotRequired[str],
DisplayName: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateMlflowTrackingServerRequestTypeDef#
# CreateMlflowTrackingServerRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateMlflowTrackingServerRequestTypeDef
def get_value() -> CreateMlflowTrackingServerRequestTypeDef:
return {
"TrackingServerName": ...,
}
# CreateMlflowTrackingServerRequestTypeDef definition
class CreateMlflowTrackingServerRequestTypeDef(TypedDict):
TrackingServerName: str,
ArtifactStoreUri: str,
RoleArn: str,
TrackingServerSize: NotRequired[TrackingServerSizeType], # (1)
MlflowVersion: NotRequired[str],
AutomaticModelRegistration: NotRequired[bool],
WeeklyMaintenanceWindowStart: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See TrackingServerSizeType
- See TagTypeDef
CreateModelPackageGroupInputTypeDef#
# CreateModelPackageGroupInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelPackageGroupInputTypeDef
def get_value() -> CreateModelPackageGroupInputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# CreateModelPackageGroupInputTypeDef definition
class CreateModelPackageGroupInputTypeDef(TypedDict):
ModelPackageGroupName: str,
ModelPackageGroupDescription: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateStudioLifecycleConfigRequestTypeDef#
# CreateStudioLifecycleConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateStudioLifecycleConfigRequestTypeDef
def get_value() -> CreateStudioLifecycleConfigRequestTypeDef:
return {
"StudioLifecycleConfigName": ...,
}
# CreateStudioLifecycleConfigRequestTypeDef definition
class CreateStudioLifecycleConfigRequestTypeDef(TypedDict):
StudioLifecycleConfigName: str,
StudioLifecycleConfigContent: str,
StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)CreateTrainingPlanRequestTypeDef#
# CreateTrainingPlanRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrainingPlanRequestTypeDef
def get_value() -> CreateTrainingPlanRequestTypeDef:
return {
"TrainingPlanName": ...,
}
# CreateTrainingPlanRequestTypeDef definition
class CreateTrainingPlanRequestTypeDef(TypedDict):
TrainingPlanName: str,
TrainingPlanOfferingId: str,
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
ImportHubContentRequestTypeDef#
# ImportHubContentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImportHubContentRequestTypeDef
def get_value() -> ImportHubContentRequestTypeDef:
return {
"HubContentName": ...,
}
# ImportHubContentRequestTypeDef definition
class ImportHubContentRequestTypeDef(TypedDict):
HubContentName: str,
HubContentType: HubContentTypeType, # (1)
DocumentSchemaVersion: str,
HubName: str,
HubContentDocument: str,
HubContentVersion: NotRequired[str],
HubContentDisplayName: NotRequired[str],
HubContentDescription: NotRequired[str],
HubContentMarkdown: NotRequired[str],
HubContentSearchKeywords: NotRequired[Sequence[str]],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See HubContentTypeType
- See TagTypeDef
ListTagsOutputTypeDef#
# ListTagsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTagsOutputTypeDef
def get_value() -> ListTagsOutputTypeDef:
return {
"Tags": ...,
}
# ListTagsOutputTypeDef definition
class ListTagsOutputTypeDef(TypedDict):
Tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],- See TagTypeDef
- See ResponseMetadataTypeDef
AutoRollbackConfigOutputTypeDef#
# AutoRollbackConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoRollbackConfigOutputTypeDef
def get_value() -> AutoRollbackConfigOutputTypeDef:
return {
"Alarms": ...,
}
# AutoRollbackConfigOutputTypeDef definition
class AutoRollbackConfigOutputTypeDef(TypedDict):
Alarms: NotRequired[List[AlarmTypeDef]], # (1)- See AlarmTypeDef
AutoRollbackConfigTypeDef#
# AutoRollbackConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoRollbackConfigTypeDef
def get_value() -> AutoRollbackConfigTypeDef:
return {
"Alarms": ...,
}
# AutoRollbackConfigTypeDef definition
class AutoRollbackConfigTypeDef(TypedDict):
Alarms: NotRequired[Sequence[AlarmTypeDef]], # (1)- See AlarmTypeDef
HyperParameterAlgorithmSpecificationOutputTypeDef#
# HyperParameterAlgorithmSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterAlgorithmSpecificationOutputTypeDef
def get_value() -> HyperParameterAlgorithmSpecificationOutputTypeDef:
return {
"TrainingImage": ...,
}
# HyperParameterAlgorithmSpecificationOutputTypeDef definition
class HyperParameterAlgorithmSpecificationOutputTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[List[MetricDefinitionTypeDef]], # (2)HyperParameterAlgorithmSpecificationTypeDef#
# HyperParameterAlgorithmSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterAlgorithmSpecificationTypeDef
def get_value() -> HyperParameterAlgorithmSpecificationTypeDef:
return {
"TrainingImage": ...,
}
# HyperParameterAlgorithmSpecificationTypeDef definition
class HyperParameterAlgorithmSpecificationTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]], # (2)AlgorithmStatusDetailsTypeDef#
# AlgorithmStatusDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmStatusDetailsTypeDef
def get_value() -> AlgorithmStatusDetailsTypeDef:
return {
"ValidationStatuses": ...,
}
# AlgorithmStatusDetailsTypeDef definition
class AlgorithmStatusDetailsTypeDef(TypedDict):
ValidationStatuses: NotRequired[List[AlgorithmStatusItemTypeDef]], # (1)
ImageScanStatuses: NotRequired[List[AlgorithmStatusItemTypeDef]], # (1)ListAlgorithmsOutputTypeDef#
# ListAlgorithmsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAlgorithmsOutputTypeDef
def get_value() -> ListAlgorithmsOutputTypeDef:
return {
"AlgorithmSummaryList": ...,
}
# ListAlgorithmsOutputTypeDef definition
class ListAlgorithmsOutputTypeDef(TypedDict):
AlgorithmSummaryList: List[AlgorithmSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],AppDetailsTypeDef#
# AppDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AppDetailsTypeDef
def get_value() -> AppDetailsTypeDef:
return {
"DomainId": ...,
}
# AppDetailsTypeDef definition
class AppDetailsTypeDef(TypedDict):
DomainId: NotRequired[str],
UserProfileName: NotRequired[str],
SpaceName: NotRequired[str],
AppType: NotRequired[AppTypeType], # (1)
AppName: NotRequired[str],
Status: NotRequired[AppStatusType], # (2)
CreationTime: NotRequired[datetime],
ResourceSpec: NotRequired[ResourceSpecTypeDef], # (3)- See AppTypeType
- See AppStatusType
- See ResourceSpecTypeDef
CreateAppRequestTypeDef#
# CreateAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAppRequestTypeDef
def get_value() -> CreateAppRequestTypeDef:
return {
"DomainId": ...,
}
# CreateAppRequestTypeDef definition
class CreateAppRequestTypeDef(TypedDict):
DomainId: str,
AppType: AppTypeType, # (1)
AppName: str,
UserProfileName: NotRequired[str],
SpaceName: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)
ResourceSpec: NotRequired[ResourceSpecTypeDef], # (3)- See AppTypeType
- See TagTypeDef
- See ResourceSpecTypeDef
DescribeAppResponseTypeDef#
# DescribeAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAppResponseTypeDef
def get_value() -> DescribeAppResponseTypeDef:
return {
"AppArn": ...,
}
# DescribeAppResponseTypeDef definition
class DescribeAppResponseTypeDef(TypedDict):
AppArn: str,
AppType: AppTypeType, # (1)
AppName: str,
DomainId: str,
UserProfileName: str,
SpaceName: str,
Status: AppStatusType, # (2)
LastHealthCheckTimestamp: datetime,
LastUserActivityTimestamp: datetime,
CreationTime: datetime,
FailureReason: str,
ResourceSpec: ResourceSpecTypeDef, # (3)
BuiltInLifecycleConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See AppTypeType
- See AppStatusType
- See ResourceSpecTypeDef
- See ResponseMetadataTypeDef
RStudioServerProDomainSettingsForUpdateTypeDef#
# RStudioServerProDomainSettingsForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RStudioServerProDomainSettingsForUpdateTypeDef
def get_value() -> RStudioServerProDomainSettingsForUpdateTypeDef:
return {
"DomainExecutionRoleArn": ...,
}
# RStudioServerProDomainSettingsForUpdateTypeDef definition
class RStudioServerProDomainSettingsForUpdateTypeDef(TypedDict):
DomainExecutionRoleArn: str,
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
RStudioConnectUrl: NotRequired[str],
RStudioPackageManagerUrl: NotRequired[str],RStudioServerProDomainSettingsTypeDef#
# RStudioServerProDomainSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RStudioServerProDomainSettingsTypeDef
def get_value() -> RStudioServerProDomainSettingsTypeDef:
return {
"DomainExecutionRoleArn": ...,
}
# RStudioServerProDomainSettingsTypeDef definition
class RStudioServerProDomainSettingsTypeDef(TypedDict):
DomainExecutionRoleArn: str,
RStudioConnectUrl: NotRequired[str],
RStudioPackageManagerUrl: NotRequired[str],
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)TensorBoardAppSettingsTypeDef#
# TensorBoardAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TensorBoardAppSettingsTypeDef
def get_value() -> TensorBoardAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# TensorBoardAppSettingsTypeDef definition
class TensorBoardAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)AppLifecycleManagementTypeDef#
# AppLifecycleManagementTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AppLifecycleManagementTypeDef
def get_value() -> AppLifecycleManagementTypeDef:
return {
"IdleSettings": ...,
}
# AppLifecycleManagementTypeDef definition
class AppLifecycleManagementTypeDef(TypedDict):
IdleSettings: NotRequired[IdleSettingsTypeDef], # (1)ArtifactSourceOutputTypeDef#
# ArtifactSourceOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ArtifactSourceOutputTypeDef
def get_value() -> ArtifactSourceOutputTypeDef:
return {
"SourceUri": ...,
}
# ArtifactSourceOutputTypeDef definition
class ArtifactSourceOutputTypeDef(TypedDict):
SourceUri: str,
SourceTypes: NotRequired[List[ArtifactSourceTypeTypeDef]], # (1)ArtifactSourceTypeDef#
# ArtifactSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ArtifactSourceTypeDef
def get_value() -> ArtifactSourceTypeDef:
return {
"SourceUri": ...,
}
# ArtifactSourceTypeDef definition
class ArtifactSourceTypeDef(TypedDict):
SourceUri: str,
SourceTypes: NotRequired[Sequence[ArtifactSourceTypeTypeDef]], # (1)AsyncInferenceOutputConfigOutputTypeDef#
# AsyncInferenceOutputConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceOutputConfigOutputTypeDef
def get_value() -> AsyncInferenceOutputConfigOutputTypeDef:
return {
"KmsKeyId": ...,
}
# AsyncInferenceOutputConfigOutputTypeDef definition
class AsyncInferenceOutputConfigOutputTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
S3OutputPath: NotRequired[str],
NotificationConfig: NotRequired[AsyncInferenceNotificationConfigOutputTypeDef], # (1)
S3FailurePath: NotRequired[str],AsyncInferenceOutputConfigTypeDef#
# AsyncInferenceOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceOutputConfigTypeDef
def get_value() -> AsyncInferenceOutputConfigTypeDef:
return {
"KmsKeyId": ...,
}
# AsyncInferenceOutputConfigTypeDef definition
class AsyncInferenceOutputConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
S3OutputPath: NotRequired[str],
NotificationConfig: NotRequired[AsyncInferenceNotificationConfigTypeDef], # (1)
S3FailurePath: NotRequired[str],AutoMLCandidateGenerationConfigOutputTypeDef#
# AutoMLCandidateGenerationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLCandidateGenerationConfigOutputTypeDef
def get_value() -> AutoMLCandidateGenerationConfigOutputTypeDef:
return {
"FeatureSpecificationS3Uri": ...,
}
# AutoMLCandidateGenerationConfigOutputTypeDef definition
class AutoMLCandidateGenerationConfigOutputTypeDef(TypedDict):
FeatureSpecificationS3Uri: NotRequired[str],
AlgorithmsConfig: NotRequired[List[AutoMLAlgorithmConfigOutputTypeDef]], # (1)CandidateGenerationConfigOutputTypeDef#
# CandidateGenerationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CandidateGenerationConfigOutputTypeDef
def get_value() -> CandidateGenerationConfigOutputTypeDef:
return {
"AlgorithmsConfig": ...,
}
# CandidateGenerationConfigOutputTypeDef definition
class CandidateGenerationConfigOutputTypeDef(TypedDict):
AlgorithmsConfig: NotRequired[List[AutoMLAlgorithmConfigOutputTypeDef]], # (1)AutoMLCandidateGenerationConfigTypeDef#
# AutoMLCandidateGenerationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLCandidateGenerationConfigTypeDef
def get_value() -> AutoMLCandidateGenerationConfigTypeDef:
return {
"FeatureSpecificationS3Uri": ...,
}
# AutoMLCandidateGenerationConfigTypeDef definition
class AutoMLCandidateGenerationConfigTypeDef(TypedDict):
FeatureSpecificationS3Uri: NotRequired[str],
AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigTypeDef]], # (1)CandidateGenerationConfigTypeDef#
# CandidateGenerationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CandidateGenerationConfigTypeDef
def get_value() -> CandidateGenerationConfigTypeDef:
return {
"AlgorithmsConfig": ...,
}
# CandidateGenerationConfigTypeDef definition
class CandidateGenerationConfigTypeDef(TypedDict):
AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigTypeDef]], # (1)AutoMLComputeConfigTypeDef#
# AutoMLComputeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLComputeConfigTypeDef
def get_value() -> AutoMLComputeConfigTypeDef:
return {
"EmrServerlessComputeConfig": ...,
}
# AutoMLComputeConfigTypeDef definition
class AutoMLComputeConfigTypeDef(TypedDict):
EmrServerlessComputeConfig: NotRequired[EmrServerlessComputeConfigTypeDef], # (1)AutoMLDataSourceTypeDef#
# AutoMLDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLDataSourceTypeDef
def get_value() -> AutoMLDataSourceTypeDef:
return {
"S3DataSource": ...,
}
# AutoMLDataSourceTypeDef definition
class AutoMLDataSourceTypeDef(TypedDict):
S3DataSource: AutoMLS3DataSourceTypeDef, # (1)ImageClassificationJobConfigTypeDef#
# ImageClassificationJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImageClassificationJobConfigTypeDef
def get_value() -> ImageClassificationJobConfigTypeDef:
return {
"CompletionCriteria": ...,
}
# ImageClassificationJobConfigTypeDef definition
class ImageClassificationJobConfigTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)TextClassificationJobConfigTypeDef#
# TextClassificationJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TextClassificationJobConfigTypeDef
def get_value() -> TextClassificationJobConfigTypeDef:
return {
"CompletionCriteria": ...,
}
# TextClassificationJobConfigTypeDef definition
class TextClassificationJobConfigTypeDef(TypedDict):
ContentColumn: str,
TargetLabelColumn: str,
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)ResolvedAttributesTypeDef#
# ResolvedAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResolvedAttributesTypeDef
def get_value() -> ResolvedAttributesTypeDef:
return {
"AutoMLJobObjective": ...,
}
# ResolvedAttributesTypeDef definition
class ResolvedAttributesTypeDef(TypedDict):
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (1)
ProblemType: NotRequired[ProblemTypeType], # (2)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (3)AutoMLJobSummaryTypeDef#
# AutoMLJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobSummaryTypeDef
def get_value() -> AutoMLJobSummaryTypeDef:
return {
"AutoMLJobName": ...,
}
# AutoMLJobSummaryTypeDef definition
class AutoMLJobSummaryTypeDef(TypedDict):
AutoMLJobName: str,
AutoMLJobArn: str,
AutoMLJobStatus: AutoMLJobStatusType, # (1)
AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType, # (2)
CreationTime: datetime,
LastModifiedTime: datetime,
EndTime: NotRequired[datetime],
FailureReason: NotRequired[str],
PartialFailureReasons: NotRequired[List[AutoMLPartialFailureReasonTypeDef]], # (3)AutoMLProblemTypeResolvedAttributesTypeDef#
# AutoMLProblemTypeResolvedAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLProblemTypeResolvedAttributesTypeDef
def get_value() -> AutoMLProblemTypeResolvedAttributesTypeDef:
return {
"TabularResolvedAttributes": ...,
}
# AutoMLProblemTypeResolvedAttributesTypeDef definition
class AutoMLProblemTypeResolvedAttributesTypeDef(TypedDict):
TabularResolvedAttributes: NotRequired[TabularResolvedAttributesTypeDef], # (1)
TextGenerationResolvedAttributes: NotRequired[TextGenerationResolvedAttributesTypeDef], # (2)AutoMLSecurityConfigOutputTypeDef#
# AutoMLSecurityConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLSecurityConfigOutputTypeDef
def get_value() -> AutoMLSecurityConfigOutputTypeDef:
return {
"VolumeKmsKeyId": ...,
}
# AutoMLSecurityConfigOutputTypeDef definition
class AutoMLSecurityConfigOutputTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
EnableInterContainerTrafficEncryption: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)LabelingJobResourceConfigOutputTypeDef#
# LabelingJobResourceConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobResourceConfigOutputTypeDef
def get_value() -> LabelingJobResourceConfigOutputTypeDef:
return {
"VolumeKmsKeyId": ...,
}
# LabelingJobResourceConfigOutputTypeDef definition
class LabelingJobResourceConfigOutputTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)MonitoringNetworkConfigOutputTypeDef#
# MonitoringNetworkConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringNetworkConfigOutputTypeDef
def get_value() -> MonitoringNetworkConfigOutputTypeDef:
return {
"EnableInterContainerTrafficEncryption": ...,
}
# MonitoringNetworkConfigOutputTypeDef definition
class MonitoringNetworkConfigOutputTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)NetworkConfigOutputTypeDef#
# NetworkConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NetworkConfigOutputTypeDef
def get_value() -> NetworkConfigOutputTypeDef:
return {
"EnableInterContainerTrafficEncryption": ...,
}
# NetworkConfigOutputTypeDef definition
class NetworkConfigOutputTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)AutoMLSecurityConfigTypeDef#
# AutoMLSecurityConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLSecurityConfigTypeDef
def get_value() -> AutoMLSecurityConfigTypeDef:
return {
"VolumeKmsKeyId": ...,
}
# AutoMLSecurityConfigTypeDef definition
class AutoMLSecurityConfigTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
EnableInterContainerTrafficEncryption: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigTypeDef], # (1)- See VpcConfigTypeDef
LabelingJobResourceConfigTypeDef#
# LabelingJobResourceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobResourceConfigTypeDef
def get_value() -> LabelingJobResourceConfigTypeDef:
return {
"VolumeKmsKeyId": ...,
}
# LabelingJobResourceConfigTypeDef definition
class LabelingJobResourceConfigTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
VpcConfig: NotRequired[VpcConfigTypeDef], # (1)- See VpcConfigTypeDef
MonitoringNetworkConfigTypeDef#
# MonitoringNetworkConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringNetworkConfigTypeDef
def get_value() -> MonitoringNetworkConfigTypeDef:
return {
"EnableInterContainerTrafficEncryption": ...,
}
# MonitoringNetworkConfigTypeDef definition
class MonitoringNetworkConfigTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigTypeDef], # (1)- See VpcConfigTypeDef
NetworkConfigTypeDef#
# NetworkConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NetworkConfigTypeDef
def get_value() -> NetworkConfigTypeDef:
return {
"EnableInterContainerTrafficEncryption": ...,
}
# NetworkConfigTypeDef definition
class NetworkConfigTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigTypeDef], # (1)- See VpcConfigTypeDef
BatchDeleteClusterNodesResponseTypeDef#
# BatchDeleteClusterNodesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDeleteClusterNodesResponseTypeDef
def get_value() -> BatchDeleteClusterNodesResponseTypeDef:
return {
"Failed": ...,
}
# BatchDeleteClusterNodesResponseTypeDef definition
class BatchDeleteClusterNodesResponseTypeDef(TypedDict):
Failed: List[BatchDeleteClusterNodesErrorTypeDef], # (1)
Successful: List[str],
ResponseMetadata: ResponseMetadataTypeDef, # (2)BiasTypeDef#
# BiasTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BiasTypeDef
def get_value() -> BiasTypeDef:
return {
"Report": ...,
}
# BiasTypeDef definition
class BiasTypeDef(TypedDict):
Report: NotRequired[MetricsSourceTypeDef], # (1)
PreTrainingReport: NotRequired[MetricsSourceTypeDef], # (1)
PostTrainingReport: NotRequired[MetricsSourceTypeDef], # (1)DriftCheckModelDataQualityTypeDef#
# DriftCheckModelDataQualityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DriftCheckModelDataQualityTypeDef
def get_value() -> DriftCheckModelDataQualityTypeDef:
return {
"Statistics": ...,
}
# DriftCheckModelDataQualityTypeDef definition
class DriftCheckModelDataQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)DriftCheckModelQualityTypeDef#
# DriftCheckModelQualityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DriftCheckModelQualityTypeDef
def get_value() -> DriftCheckModelQualityTypeDef:
return {
"Statistics": ...,
}
# DriftCheckModelQualityTypeDef definition
class DriftCheckModelQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)ExplainabilityTypeDef#
# ExplainabilityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExplainabilityTypeDef
def get_value() -> ExplainabilityTypeDef:
return {
"Report": ...,
}
# ExplainabilityTypeDef definition
class ExplainabilityTypeDef(TypedDict):
Report: NotRequired[MetricsSourceTypeDef], # (1)ModelDataQualityTypeDef#
# ModelDataQualityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDataQualityTypeDef
def get_value() -> ModelDataQualityTypeDef:
return {
"Statistics": ...,
}
# ModelDataQualityTypeDef definition
class ModelDataQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)ModelQualityTypeDef#
# ModelQualityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityTypeDef
def get_value() -> ModelQualityTypeDef:
return {
"Statistics": ...,
}
# ModelQualityTypeDef definition
class ModelQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)CallbackStepMetadataTypeDef#
# CallbackStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CallbackStepMetadataTypeDef
def get_value() -> CallbackStepMetadataTypeDef:
return {
"CallbackToken": ...,
}
# CallbackStepMetadataTypeDef definition
class CallbackStepMetadataTypeDef(TypedDict):
CallbackToken: NotRequired[str],
SqsQueueUrl: NotRequired[str],
OutputParameters: NotRequired[List[OutputParameterTypeDef]], # (1)LambdaStepMetadataTypeDef#
# LambdaStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LambdaStepMetadataTypeDef
def get_value() -> LambdaStepMetadataTypeDef:
return {
"Arn": ...,
}
# LambdaStepMetadataTypeDef definition
class LambdaStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],
OutputParameters: NotRequired[List[OutputParameterTypeDef]], # (1)SendPipelineExecutionStepSuccessRequestTypeDef#
# SendPipelineExecutionStepSuccessRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SendPipelineExecutionStepSuccessRequestTypeDef
def get_value() -> SendPipelineExecutionStepSuccessRequestTypeDef:
return {
"CallbackToken": ...,
}
# SendPipelineExecutionStepSuccessRequestTypeDef definition
class SendPipelineExecutionStepSuccessRequestTypeDef(TypedDict):
CallbackToken: str,
OutputParameters: NotRequired[Sequence[OutputParameterTypeDef]], # (1)
ClientRequestToken: NotRequired[str],CandidatePropertiesTypeDef#
# CandidatePropertiesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CandidatePropertiesTypeDef
def get_value() -> CandidatePropertiesTypeDef:
return {
"CandidateArtifactLocations": ...,
}
# CandidatePropertiesTypeDef definition
class CandidatePropertiesTypeDef(TypedDict):
CandidateArtifactLocations: NotRequired[CandidateArtifactLocationsTypeDef], # (1)
CandidateMetrics: NotRequired[List[MetricDatumTypeDef]], # (2)CanvasAppSettingsOutputTypeDef#
# CanvasAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CanvasAppSettingsOutputTypeDef
def get_value() -> CanvasAppSettingsOutputTypeDef:
return {
"TimeSeriesForecastingSettings": ...,
}
# CanvasAppSettingsOutputTypeDef definition
class CanvasAppSettingsOutputTypeDef(TypedDict):
TimeSeriesForecastingSettings: NotRequired[TimeSeriesForecastingSettingsTypeDef], # (1)
ModelRegisterSettings: NotRequired[ModelRegisterSettingsTypeDef], # (2)
WorkspaceSettings: NotRequired[WorkspaceSettingsTypeDef], # (3)
IdentityProviderOAuthSettings: NotRequired[List[IdentityProviderOAuthSettingTypeDef]], # (4)
DirectDeploySettings: NotRequired[DirectDeploySettingsTypeDef], # (5)
KendraSettings: NotRequired[KendraSettingsTypeDef], # (6)
GenerativeAiSettings: NotRequired[GenerativeAiSettingsTypeDef], # (7)
EmrServerlessSettings: NotRequired[EmrServerlessSettingsTypeDef], # (8)- See TimeSeriesForecastingSettingsTypeDef
- See ModelRegisterSettingsTypeDef
- See WorkspaceSettingsTypeDef
- See IdentityProviderOAuthSettingTypeDef
- See DirectDeploySettingsTypeDef
- See KendraSettingsTypeDef
- See GenerativeAiSettingsTypeDef
- See EmrServerlessSettingsTypeDef
CanvasAppSettingsTypeDef#
# CanvasAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CanvasAppSettingsTypeDef
def get_value() -> CanvasAppSettingsTypeDef:
return {
"TimeSeriesForecastingSettings": ...,
}
# CanvasAppSettingsTypeDef definition
class CanvasAppSettingsTypeDef(TypedDict):
TimeSeriesForecastingSettings: NotRequired[TimeSeriesForecastingSettingsTypeDef], # (1)
ModelRegisterSettings: NotRequired[ModelRegisterSettingsTypeDef], # (2)
WorkspaceSettings: NotRequired[WorkspaceSettingsTypeDef], # (3)
IdentityProviderOAuthSettings: NotRequired[Sequence[IdentityProviderOAuthSettingTypeDef]], # (4)
DirectDeploySettings: NotRequired[DirectDeploySettingsTypeDef], # (5)
KendraSettings: NotRequired[KendraSettingsTypeDef], # (6)
GenerativeAiSettings: NotRequired[GenerativeAiSettingsTypeDef], # (7)
EmrServerlessSettings: NotRequired[EmrServerlessSettingsTypeDef], # (8)- See TimeSeriesForecastingSettingsTypeDef
- See ModelRegisterSettingsTypeDef
- See WorkspaceSettingsTypeDef
- See IdentityProviderOAuthSettingTypeDef
- See DirectDeploySettingsTypeDef
- See KendraSettingsTypeDef
- See GenerativeAiSettingsTypeDef
- See EmrServerlessSettingsTypeDef
RollingUpdatePolicyTypeDef#
# RollingUpdatePolicyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RollingUpdatePolicyTypeDef
def get_value() -> RollingUpdatePolicyTypeDef:
return {
"MaximumBatchSize": ...,
}
# RollingUpdatePolicyTypeDef definition
class RollingUpdatePolicyTypeDef(TypedDict):
MaximumBatchSize: CapacitySizeTypeDef, # (1)
WaitIntervalInSeconds: int,
MaximumExecutionTimeoutInSeconds: NotRequired[int],
RollbackMaximumBatchSize: NotRequired[CapacitySizeTypeDef], # (1)TrafficRoutingConfigTypeDef#
# TrafficRoutingConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrafficRoutingConfigTypeDef
def get_value() -> TrafficRoutingConfigTypeDef:
return {
"Type": ...,
}
# TrafficRoutingConfigTypeDef definition
class TrafficRoutingConfigTypeDef(TypedDict):
Type: TrafficRoutingConfigTypeType, # (1)
WaitIntervalInSeconds: int,
CanarySize: NotRequired[CapacitySizeTypeDef], # (2)
LinearStepSize: NotRequired[CapacitySizeTypeDef], # (2)InferenceExperimentDataStorageConfigOutputTypeDef#
# InferenceExperimentDataStorageConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentDataStorageConfigOutputTypeDef
def get_value() -> InferenceExperimentDataStorageConfigOutputTypeDef:
return {
"Destination": ...,
}
# InferenceExperimentDataStorageConfigOutputTypeDef definition
class InferenceExperimentDataStorageConfigOutputTypeDef(TypedDict):
Destination: str,
KmsKey: NotRequired[str],
ContentType: NotRequired[CaptureContentTypeHeaderOutputTypeDef], # (1)InferenceExperimentDataStorageConfigTypeDef#
# InferenceExperimentDataStorageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentDataStorageConfigTypeDef
def get_value() -> InferenceExperimentDataStorageConfigTypeDef:
return {
"Destination": ...,
}
# InferenceExperimentDataStorageConfigTypeDef definition
class InferenceExperimentDataStorageConfigTypeDef(TypedDict):
Destination: str,
KmsKey: NotRequired[str],
ContentType: NotRequired[CaptureContentTypeHeaderTypeDef], # (1)DataCaptureConfigOutputTypeDef#
# DataCaptureConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataCaptureConfigOutputTypeDef
def get_value() -> DataCaptureConfigOutputTypeDef:
return {
"EnableCapture": ...,
}
# DataCaptureConfigOutputTypeDef definition
class DataCaptureConfigOutputTypeDef(TypedDict):
InitialSamplingPercentage: int,
DestinationS3Uri: str,
CaptureOptions: List[CaptureOptionTypeDef], # (1)
EnableCapture: NotRequired[bool],
KmsKeyId: NotRequired[str],
CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderOutputTypeDef], # (2)DataCaptureConfigTypeDef#
# DataCaptureConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataCaptureConfigTypeDef
def get_value() -> DataCaptureConfigTypeDef:
return {
"EnableCapture": ...,
}
# DataCaptureConfigTypeDef definition
class DataCaptureConfigTypeDef(TypedDict):
InitialSamplingPercentage: int,
DestinationS3Uri: str,
CaptureOptions: Sequence[CaptureOptionTypeDef], # (1)
EnableCapture: NotRequired[bool],
KmsKeyId: NotRequired[str],
CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderTypeDef], # (2)EnvironmentParameterRangesOutputTypeDef#
# EnvironmentParameterRangesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EnvironmentParameterRangesOutputTypeDef
def get_value() -> EnvironmentParameterRangesOutputTypeDef:
return {
"CategoricalParameterRanges": ...,
}
# EnvironmentParameterRangesOutputTypeDef definition
class EnvironmentParameterRangesOutputTypeDef(TypedDict):
CategoricalParameterRanges: NotRequired[List[CategoricalParameterOutputTypeDef]], # (1)EnvironmentParameterRangesTypeDef#
# EnvironmentParameterRangesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EnvironmentParameterRangesTypeDef
def get_value() -> EnvironmentParameterRangesTypeDef:
return {
"CategoricalParameterRanges": ...,
}
# EnvironmentParameterRangesTypeDef definition
class EnvironmentParameterRangesTypeDef(TypedDict):
CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterTypeDef]], # (1)ClarifyShapConfigTypeDef#
# ClarifyShapConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyShapConfigTypeDef
def get_value() -> ClarifyShapConfigTypeDef:
return {
"ShapBaselineConfig": ...,
}
# ClarifyShapConfigTypeDef definition
class ClarifyShapConfigTypeDef(TypedDict):
ShapBaselineConfig: ClarifyShapBaselineConfigTypeDef, # (1)
NumberOfSamples: NotRequired[int],
UseLogit: NotRequired[bool],
Seed: NotRequired[int],
TextConfig: NotRequired[ClarifyTextConfigTypeDef], # (2)ClusterInstanceStorageConfigTypeDef#
# ClusterInstanceStorageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterInstanceStorageConfigTypeDef
def get_value() -> ClusterInstanceStorageConfigTypeDef:
return {
"EbsVolumeConfig": ...,
}
# ClusterInstanceStorageConfigTypeDef definition
class ClusterInstanceStorageConfigTypeDef(TypedDict):
EbsVolumeConfig: NotRequired[ClusterEbsVolumeConfigTypeDef], # (1)ClusterNodeSummaryTypeDef#
# ClusterNodeSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterNodeSummaryTypeDef
def get_value() -> ClusterNodeSummaryTypeDef:
return {
"InstanceGroupName": ...,
}
# ClusterNodeSummaryTypeDef definition
class ClusterNodeSummaryTypeDef(TypedDict):
InstanceGroupName: str,
InstanceId: str,
InstanceType: ClusterInstanceTypeType, # (1)
LaunchTime: datetime,
InstanceStatus: ClusterInstanceStatusDetailsTypeDef, # (2)ClusterOrchestratorTypeDef#
# ClusterOrchestratorTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterOrchestratorTypeDef
def get_value() -> ClusterOrchestratorTypeDef:
return {
"Eks": ...,
}
# ClusterOrchestratorTypeDef definition
class ClusterOrchestratorTypeDef(TypedDict):
Eks: ClusterOrchestratorEksConfigTypeDef, # (1)ListClusterSchedulerConfigsResponseTypeDef#
# ListClusterSchedulerConfigsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterSchedulerConfigsResponseTypeDef
def get_value() -> ListClusterSchedulerConfigsResponseTypeDef:
return {
"ClusterSchedulerConfigSummaries": ...,
}
# ListClusterSchedulerConfigsResponseTypeDef definition
class ListClusterSchedulerConfigsResponseTypeDef(TypedDict):
ClusterSchedulerConfigSummaries: List[ClusterSchedulerConfigSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListClustersResponseTypeDef#
# ListClustersResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClustersResponseTypeDef
def get_value() -> ListClustersResponseTypeDef:
return {
"NextToken": ...,
}
# ListClustersResponseTypeDef definition
class ListClustersResponseTypeDef(TypedDict):
NextToken: str,
ClusterSummaries: List[ClusterSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)CodeEditorAppImageConfigOutputTypeDef#
# CodeEditorAppImageConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeEditorAppImageConfigOutputTypeDef
def get_value() -> CodeEditorAppImageConfigOutputTypeDef:
return {
"FileSystemConfig": ...,
}
# CodeEditorAppImageConfigOutputTypeDef definition
class CodeEditorAppImageConfigOutputTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigOutputTypeDef], # (2)JupyterLabAppImageConfigOutputTypeDef#
# JupyterLabAppImageConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterLabAppImageConfigOutputTypeDef
def get_value() -> JupyterLabAppImageConfigOutputTypeDef:
return {
"FileSystemConfig": ...,
}
# JupyterLabAppImageConfigOutputTypeDef definition
class JupyterLabAppImageConfigOutputTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigOutputTypeDef], # (2)CodeEditorAppImageConfigTypeDef#
# CodeEditorAppImageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeEditorAppImageConfigTypeDef
def get_value() -> CodeEditorAppImageConfigTypeDef:
return {
"FileSystemConfig": ...,
}
# CodeEditorAppImageConfigTypeDef definition
class CodeEditorAppImageConfigTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigTypeDef], # (2)JupyterLabAppImageConfigTypeDef#
# JupyterLabAppImageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterLabAppImageConfigTypeDef
def get_value() -> JupyterLabAppImageConfigTypeDef:
return {
"FileSystemConfig": ...,
}
# JupyterLabAppImageConfigTypeDef definition
class JupyterLabAppImageConfigTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigTypeDef], # (2)KernelGatewayAppSettingsOutputTypeDef#
# KernelGatewayAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KernelGatewayAppSettingsOutputTypeDef
def get_value() -> KernelGatewayAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# KernelGatewayAppSettingsOutputTypeDef definition
class KernelGatewayAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[List[str]],KernelGatewayAppSettingsTypeDef#
# KernelGatewayAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KernelGatewayAppSettingsTypeDef
def get_value() -> KernelGatewayAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# KernelGatewayAppSettingsTypeDef definition
class KernelGatewayAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[Sequence[str]],RSessionAppSettingsOutputTypeDef#
# RSessionAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RSessionAppSettingsOutputTypeDef
def get_value() -> RSessionAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# RSessionAppSettingsOutputTypeDef definition
class RSessionAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)RSessionAppSettingsTypeDef#
# RSessionAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RSessionAppSettingsTypeDef
def get_value() -> RSessionAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# RSessionAppSettingsTypeDef definition
class RSessionAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)CodeRepositorySummaryTypeDef#
# CodeRepositorySummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeRepositorySummaryTypeDef
def get_value() -> CodeRepositorySummaryTypeDef:
return {
"CodeRepositoryName": ...,
}
# CodeRepositorySummaryTypeDef definition
class CodeRepositorySummaryTypeDef(TypedDict):
CodeRepositoryName: str,
CodeRepositoryArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
GitConfig: NotRequired[GitConfigTypeDef], # (1)- See GitConfigTypeDef
CreateCodeRepositoryInputTypeDef#
# CreateCodeRepositoryInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateCodeRepositoryInputTypeDef
def get_value() -> CreateCodeRepositoryInputTypeDef:
return {
"CodeRepositoryName": ...,
}
# CreateCodeRepositoryInputTypeDef definition
class CreateCodeRepositoryInputTypeDef(TypedDict):
CodeRepositoryName: str,
GitConfig: GitConfigTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See GitConfigTypeDef
- See TagTypeDef
DescribeCodeRepositoryOutputTypeDef#
# DescribeCodeRepositoryOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeCodeRepositoryOutputTypeDef
def get_value() -> DescribeCodeRepositoryOutputTypeDef:
return {
"CodeRepositoryName": ...,
}
# DescribeCodeRepositoryOutputTypeDef definition
class DescribeCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryName: str,
CodeRepositoryArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
GitConfig: GitConfigTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)JupyterServerAppSettingsOutputTypeDef#
# JupyterServerAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterServerAppSettingsOutputTypeDef
def get_value() -> JupyterServerAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# JupyterServerAppSettingsOutputTypeDef definition
class JupyterServerAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
LifecycleConfigArns: NotRequired[List[str]],
CodeRepositories: NotRequired[List[CodeRepositoryTypeDef]], # (2)JupyterServerAppSettingsTypeDef#
# JupyterServerAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterServerAppSettingsTypeDef
def get_value() -> JupyterServerAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# JupyterServerAppSettingsTypeDef definition
class JupyterServerAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
LifecycleConfigArns: NotRequired[Sequence[str]],
CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]], # (2)CollectionConfigTypeDef#
# CollectionConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CollectionConfigTypeDef
def get_value() -> CollectionConfigTypeDef:
return {
"VectorConfig": ...,
}
# CollectionConfigTypeDef definition
class CollectionConfigTypeDef(TypedDict):
VectorConfig: NotRequired[VectorConfigTypeDef], # (1)DebugHookConfigOutputTypeDef#
# DebugHookConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DebugHookConfigOutputTypeDef
def get_value() -> DebugHookConfigOutputTypeDef:
return {
"LocalPath": ...,
}
# DebugHookConfigOutputTypeDef definition
class DebugHookConfigOutputTypeDef(TypedDict):
S3OutputPath: str,
LocalPath: NotRequired[str],
HookParameters: NotRequired[Dict[str, str]],
CollectionConfigurations: NotRequired[List[CollectionConfigurationOutputTypeDef]], # (1)DebugHookConfigTypeDef#
# DebugHookConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DebugHookConfigTypeDef
def get_value() -> DebugHookConfigTypeDef:
return {
"LocalPath": ...,
}
# DebugHookConfigTypeDef definition
class DebugHookConfigTypeDef(TypedDict):
S3OutputPath: str,
LocalPath: NotRequired[str],
HookParameters: NotRequired[Mapping[str, str]],
CollectionConfigurations: NotRequired[Sequence[CollectionConfigurationTypeDef]], # (1)ListCompilationJobsResponseTypeDef#
# ListCompilationJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCompilationJobsResponseTypeDef
def get_value() -> ListCompilationJobsResponseTypeDef:
return {
"CompilationJobSummaries": ...,
}
# ListCompilationJobsResponseTypeDef definition
class ListCompilationJobsResponseTypeDef(TypedDict):
CompilationJobSummaries: List[CompilationJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ComputeQuotaConfigOutputTypeDef#
# ComputeQuotaConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaConfigOutputTypeDef
def get_value() -> ComputeQuotaConfigOutputTypeDef:
return {
"ComputeQuotaResources": ...,
}
# ComputeQuotaConfigOutputTypeDef definition
class ComputeQuotaConfigOutputTypeDef(TypedDict):
ComputeQuotaResources: NotRequired[List[ComputeQuotaResourceConfigTypeDef]], # (1)
ResourceSharingConfig: NotRequired[ResourceSharingConfigTypeDef], # (2)
PreemptTeamTasks: NotRequired[PreemptTeamTasksType], # (3)ComputeQuotaConfigTypeDef#
# ComputeQuotaConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaConfigTypeDef
def get_value() -> ComputeQuotaConfigTypeDef:
return {
"ComputeQuotaResources": ...,
}
# ComputeQuotaConfigTypeDef definition
class ComputeQuotaConfigTypeDef(TypedDict):
ComputeQuotaResources: NotRequired[Sequence[ComputeQuotaResourceConfigTypeDef]], # (1)
ResourceSharingConfig: NotRequired[ResourceSharingConfigTypeDef], # (2)
PreemptTeamTasks: NotRequired[PreemptTeamTasksType], # (3)ContextSummaryTypeDef#
# ContextSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContextSummaryTypeDef
def get_value() -> ContextSummaryTypeDef:
return {
"ContextArn": ...,
}
# ContextSummaryTypeDef definition
class ContextSummaryTypeDef(TypedDict):
ContextArn: NotRequired[str],
ContextName: NotRequired[str],
Source: NotRequired[ContextSourceTypeDef], # (1)
ContextType: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],CreateContextRequestTypeDef#
# CreateContextRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateContextRequestTypeDef
def get_value() -> CreateContextRequestTypeDef:
return {
"ContextName": ...,
}
# CreateContextRequestTypeDef definition
class CreateContextRequestTypeDef(TypedDict):
ContextName: str,
Source: ContextSourceTypeDef, # (1)
ContextType: str,
Description: NotRequired[str],
Properties: NotRequired[Mapping[str, str]],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See ContextSourceTypeDef
- See TagTypeDef
TuningJobCompletionCriteriaTypeDef#
# TuningJobCompletionCriteriaTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TuningJobCompletionCriteriaTypeDef
def get_value() -> TuningJobCompletionCriteriaTypeDef:
return {
"TargetObjectiveMetricValue": ...,
}
# TuningJobCompletionCriteriaTypeDef definition
class TuningJobCompletionCriteriaTypeDef(TypedDict):
TargetObjectiveMetricValue: NotRequired[float],
BestObjectiveNotImproving: NotRequired[BestObjectiveNotImprovingTypeDef], # (1)
ConvergenceDetected: NotRequired[ConvergenceDetectedTypeDef], # (2)CreateActionRequestTypeDef#
# CreateActionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateActionRequestTypeDef
def get_value() -> CreateActionRequestTypeDef:
return {
"ActionName": ...,
}
# CreateActionRequestTypeDef definition
class CreateActionRequestTypeDef(TypedDict):
ActionName: str,
Source: ActionSourceTypeDef, # (1)
ActionType: str,
Description: NotRequired[str],
Status: NotRequired[ActionStatusType], # (2)
Properties: NotRequired[Mapping[str, str]],
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (3)
Tags: NotRequired[Sequence[TagTypeDef]], # (4)- See ActionSourceTypeDef
- See ActionStatusType
- See MetadataPropertiesTypeDef
- See TagTypeDef
CreateTrialRequestTypeDef#
# CreateTrialRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrialRequestTypeDef
def get_value() -> CreateTrialRequestTypeDef:
return {
"TrialName": ...,
}
# CreateTrialRequestTypeDef definition
class CreateTrialRequestTypeDef(TypedDict):
TrialName: str,
ExperimentName: str,
DisplayName: NotRequired[str],
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See MetadataPropertiesTypeDef
- See TagTypeDef
CreateDeviceFleetRequestTypeDef#
# CreateDeviceFleetRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateDeviceFleetRequestTypeDef
def get_value() -> CreateDeviceFleetRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# CreateDeviceFleetRequestTypeDef definition
class CreateDeviceFleetRequestTypeDef(TypedDict):
DeviceFleetName: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
RoleArn: NotRequired[str],
Description: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)
EnableIotRoleAlias: NotRequired[bool],- See EdgeOutputConfigTypeDef
- See TagTypeDef
CreateEdgePackagingJobRequestTypeDef#
# CreateEdgePackagingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEdgePackagingJobRequestTypeDef
def get_value() -> CreateEdgePackagingJobRequestTypeDef:
return {
"EdgePackagingJobName": ...,
}
# CreateEdgePackagingJobRequestTypeDef definition
class CreateEdgePackagingJobRequestTypeDef(TypedDict):
EdgePackagingJobName: str,
CompilationJobName: str,
ModelName: str,
ModelVersion: str,
RoleArn: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
ResourceKey: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See EdgeOutputConfigTypeDef
- See TagTypeDef
DescribeDeviceFleetResponseTypeDef#
# DescribeDeviceFleetResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDeviceFleetResponseTypeDef
def get_value() -> DescribeDeviceFleetResponseTypeDef:
return {
"DeviceFleetName": ...,
}
# DescribeDeviceFleetResponseTypeDef definition
class DescribeDeviceFleetResponseTypeDef(TypedDict):
DeviceFleetName: str,
DeviceFleetArn: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
Description: str,
CreationTime: datetime,
LastModifiedTime: datetime,
RoleArn: str,
IotRoleAlias: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)UpdateDeviceFleetRequestTypeDef#
# UpdateDeviceFleetRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateDeviceFleetRequestTypeDef
def get_value() -> UpdateDeviceFleetRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# UpdateDeviceFleetRequestTypeDef definition
class UpdateDeviceFleetRequestTypeDef(TypedDict):
DeviceFleetName: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
RoleArn: NotRequired[str],
Description: NotRequired[str],
EnableIotRoleAlias: NotRequired[bool],CreateHubRequestTypeDef#
# CreateHubRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHubRequestTypeDef
def get_value() -> CreateHubRequestTypeDef:
return {
"HubName": ...,
}
# CreateHubRequestTypeDef definition
class CreateHubRequestTypeDef(TypedDict):
HubName: str,
HubDescription: str,
HubDisplayName: NotRequired[str],
HubSearchKeywords: NotRequired[Sequence[str]],
S3StorageConfig: NotRequired[HubS3StorageConfigTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See HubS3StorageConfigTypeDef
- See TagTypeDef
DescribeHubResponseTypeDef#
# DescribeHubResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHubResponseTypeDef
def get_value() -> DescribeHubResponseTypeDef:
return {
"HubName": ...,
}
# DescribeHubResponseTypeDef definition
class DescribeHubResponseTypeDef(TypedDict):
HubName: str,
HubArn: str,
HubDisplayName: str,
HubDescription: str,
HubSearchKeywords: List[str],
S3StorageConfig: HubS3StorageConfigTypeDef, # (1)
HubStatus: HubStatusType, # (2)
FailureReason: str,
CreationTime: datetime,
LastModifiedTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (3)CreateHumanTaskUiRequestTypeDef#
# CreateHumanTaskUiRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHumanTaskUiRequestTypeDef
def get_value() -> CreateHumanTaskUiRequestTypeDef:
return {
"HumanTaskUiName": ...,
}
# CreateHumanTaskUiRequestTypeDef definition
class CreateHumanTaskUiRequestTypeDef(TypedDict):
HumanTaskUiName: str,
UiTemplate: UiTemplateTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See UiTemplateTypeDef
- See TagTypeDef
UpdateInferenceComponentRuntimeConfigInputTypeDef#
# UpdateInferenceComponentRuntimeConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceComponentRuntimeConfigInputTypeDef
def get_value() -> UpdateInferenceComponentRuntimeConfigInputTypeDef:
return {
"InferenceComponentName": ...,
}
# UpdateInferenceComponentRuntimeConfigInputTypeDef definition
class UpdateInferenceComponentRuntimeConfigInputTypeDef(TypedDict):
InferenceComponentName: str,
DesiredRuntimeConfig: InferenceComponentRuntimeConfigTypeDef, # (1)CreateModelCardExportJobRequestTypeDef#
# CreateModelCardExportJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelCardExportJobRequestTypeDef
def get_value() -> CreateModelCardExportJobRequestTypeDef:
return {
"ModelCardName": ...,
}
# CreateModelCardExportJobRequestTypeDef definition
class CreateModelCardExportJobRequestTypeDef(TypedDict):
ModelCardName: str,
ModelCardExportJobName: str,
OutputConfig: ModelCardExportOutputConfigTypeDef, # (1)
ModelCardVersion: NotRequired[int],CreateModelCardRequestTypeDef#
# CreateModelCardRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelCardRequestTypeDef
def get_value() -> CreateModelCardRequestTypeDef:
return {
"ModelCardName": ...,
}
# CreateModelCardRequestTypeDef definition
class CreateModelCardRequestTypeDef(TypedDict):
ModelCardName: str,
Content: str,
ModelCardStatus: ModelCardStatusType, # (1)
SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)CreateNotebookInstanceInputTypeDef#
# CreateNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateNotebookInstanceInputTypeDef
def get_value() -> CreateNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# CreateNotebookInstanceInputTypeDef definition
class CreateNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,
InstanceType: InstanceTypeType, # (1)
RoleArn: str,
SubnetId: NotRequired[str],
SecurityGroupIds: NotRequired[Sequence[str]],
KmsKeyId: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)
LifecycleConfigName: NotRequired[str],
DirectInternetAccess: NotRequired[DirectInternetAccessType], # (3)
VolumeSizeInGB: NotRequired[int],
AcceleratorTypes: NotRequired[Sequence[NotebookInstanceAcceleratorTypeType]], # (4)
DefaultCodeRepository: NotRequired[str],
AdditionalCodeRepositories: NotRequired[Sequence[str]],
RootAccess: NotRequired[RootAccessType], # (5)
PlatformIdentifier: NotRequired[str],
InstanceMetadataServiceConfiguration: NotRequired[InstanceMetadataServiceConfigurationTypeDef], # (6)- See InstanceTypeType
- See TagTypeDef
- See DirectInternetAccessType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- See InstanceMetadataServiceConfigurationTypeDef
DescribeNotebookInstanceOutputTypeDef#
# DescribeNotebookInstanceOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceOutputTypeDef
def get_value() -> DescribeNotebookInstanceOutputTypeDef:
return {
"NotebookInstanceArn": ...,
}
# DescribeNotebookInstanceOutputTypeDef definition
class DescribeNotebookInstanceOutputTypeDef(TypedDict):
NotebookInstanceArn: str,
NotebookInstanceName: str,
NotebookInstanceStatus: NotebookInstanceStatusType, # (1)
FailureReason: str,
Url: str,
InstanceType: InstanceTypeType, # (2)
SubnetId: str,
SecurityGroups: List[str],
RoleArn: str,
KmsKeyId: str,
NetworkInterfaceId: str,
LastModifiedTime: datetime,
CreationTime: datetime,
NotebookInstanceLifecycleConfigName: str,
DirectInternetAccess: DirectInternetAccessType, # (3)
VolumeSizeInGB: int,
AcceleratorTypes: List[NotebookInstanceAcceleratorTypeType], # (4)
DefaultCodeRepository: str,
AdditionalCodeRepositories: List[str],
RootAccess: RootAccessType, # (5)
PlatformIdentifier: str,
InstanceMetadataServiceConfiguration: InstanceMetadataServiceConfigurationTypeDef, # (6)
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See NotebookInstanceStatusType
- See InstanceTypeType
- See DirectInternetAccessType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- See InstanceMetadataServiceConfigurationTypeDef
- See ResponseMetadataTypeDef
UpdateNotebookInstanceInputTypeDef#
# UpdateNotebookInstanceInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateNotebookInstanceInputTypeDef
def get_value() -> UpdateNotebookInstanceInputTypeDef:
return {
"NotebookInstanceName": ...,
}
# UpdateNotebookInstanceInputTypeDef definition
class UpdateNotebookInstanceInputTypeDef(TypedDict):
NotebookInstanceName: str,
InstanceType: NotRequired[InstanceTypeType], # (1)
RoleArn: NotRequired[str],
LifecycleConfigName: NotRequired[str],
DisassociateLifecycleConfig: NotRequired[bool],
VolumeSizeInGB: NotRequired[int],
DefaultCodeRepository: NotRequired[str],
AdditionalCodeRepositories: NotRequired[Sequence[str]],
AcceleratorTypes: NotRequired[Sequence[NotebookInstanceAcceleratorTypeType]], # (2)
DisassociateAcceleratorTypes: NotRequired[bool],
DisassociateDefaultCodeRepository: NotRequired[bool],
DisassociateAdditionalCodeRepositories: NotRequired[bool],
RootAccess: NotRequired[RootAccessType], # (3)
InstanceMetadataServiceConfiguration: NotRequired[InstanceMetadataServiceConfigurationTypeDef], # (4)- See InstanceTypeType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- See InstanceMetadataServiceConfigurationTypeDef
CreateNotebookInstanceLifecycleConfigInputTypeDef#
# CreateNotebookInstanceLifecycleConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateNotebookInstanceLifecycleConfigInputTypeDef
def get_value() -> CreateNotebookInstanceLifecycleConfigInputTypeDef:
return {
"NotebookInstanceLifecycleConfigName": ...,
}
# CreateNotebookInstanceLifecycleConfigInputTypeDef definition
class CreateNotebookInstanceLifecycleConfigInputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,
OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)
OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)DescribeNotebookInstanceLifecycleConfigOutputTypeDef#
# DescribeNotebookInstanceLifecycleConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceLifecycleConfigOutputTypeDef
def get_value() -> DescribeNotebookInstanceLifecycleConfigOutputTypeDef:
return {
"NotebookInstanceLifecycleConfigArn": ...,
}
# DescribeNotebookInstanceLifecycleConfigOutputTypeDef definition
class DescribeNotebookInstanceLifecycleConfigOutputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigArn: str,
NotebookInstanceLifecycleConfigName: str,
OnCreate: List[NotebookInstanceLifecycleHookTypeDef], # (1)
OnStart: List[NotebookInstanceLifecycleHookTypeDef], # (1)
LastModifiedTime: datetime,
CreationTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (3)- See NotebookInstanceLifecycleHookTypeDef
- See NotebookInstanceLifecycleHookTypeDef
- See ResponseMetadataTypeDef
UpdateNotebookInstanceLifecycleConfigInputTypeDef#
# UpdateNotebookInstanceLifecycleConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateNotebookInstanceLifecycleConfigInputTypeDef
def get_value() -> UpdateNotebookInstanceLifecycleConfigInputTypeDef:
return {
"NotebookInstanceLifecycleConfigName": ...,
}
# UpdateNotebookInstanceLifecycleConfigInputTypeDef definition
class UpdateNotebookInstanceLifecycleConfigInputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,
OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)
OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)RetryPipelineExecutionRequestTypeDef#
# RetryPipelineExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RetryPipelineExecutionRequestTypeDef
def get_value() -> RetryPipelineExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# RetryPipelineExecutionRequestTypeDef definition
class RetryPipelineExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
ClientRequestToken: str,
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (1)UpdatePipelineExecutionRequestTypeDef#
# UpdatePipelineExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePipelineExecutionRequestTypeDef
def get_value() -> UpdatePipelineExecutionRequestTypeDef:
return {
"PipelineExecutionArn": ...,
}
# UpdatePipelineExecutionRequestTypeDef definition
class UpdatePipelineExecutionRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
PipelineExecutionDescription: NotRequired[str],
PipelineExecutionDisplayName: NotRequired[str],
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (1)CreatePipelineRequestTypeDef#
# CreatePipelineRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePipelineRequestTypeDef
def get_value() -> CreatePipelineRequestTypeDef:
return {
"PipelineName": ...,
}
# CreatePipelineRequestTypeDef definition
class CreatePipelineRequestTypeDef(TypedDict):
PipelineName: str,
ClientRequestToken: str,
RoleArn: str,
PipelineDisplayName: NotRequired[str],
PipelineDefinition: NotRequired[str],
PipelineDefinitionS3Location: NotRequired[PipelineDefinitionS3LocationTypeDef], # (1)
PipelineDescription: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (3)UpdatePipelineRequestTypeDef#
# UpdatePipelineRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePipelineRequestTypeDef
def get_value() -> UpdatePipelineRequestTypeDef:
return {
"PipelineName": ...,
}
# UpdatePipelineRequestTypeDef definition
class UpdatePipelineRequestTypeDef(TypedDict):
PipelineName: str,
PipelineDisplayName: NotRequired[str],
PipelineDefinition: NotRequired[str],
PipelineDefinitionS3Location: NotRequired[PipelineDefinitionS3LocationTypeDef], # (1)
PipelineDescription: NotRequired[str],
RoleArn: NotRequired[str],
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (2)InferenceExperimentScheduleTypeDef#
# InferenceExperimentScheduleTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentScheduleTypeDef
def get_value() -> InferenceExperimentScheduleTypeDef:
return {
"StartTime": ...,
}
# InferenceExperimentScheduleTypeDef definition
class InferenceExperimentScheduleTypeDef(TypedDict):
StartTime: NotRequired[TimestampTypeDef],
EndTime: NotRequired[TimestampTypeDef],ListActionsRequestTypeDef#
# ListActionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListActionsRequestTypeDef
def get_value() -> ListActionsRequestTypeDef:
return {
"SourceUri": ...,
}
# ListActionsRequestTypeDef definition
class ListActionsRequestTypeDef(TypedDict):
SourceUri: NotRequired[str],
ActionType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortActionsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortActionsByType
- See SortOrderType
ListAlgorithmsInputTypeDef#
# ListAlgorithmsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAlgorithmsInputTypeDef
def get_value() -> ListAlgorithmsInputTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListAlgorithmsInputTypeDef definition
class ListAlgorithmsInputTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[AlgorithmSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)- See AlgorithmSortByType
- See SortOrderType
ListAppImageConfigsRequestTypeDef#
# ListAppImageConfigsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppImageConfigsRequestTypeDef
def get_value() -> ListAppImageConfigsRequestTypeDef:
return {
"MaxResults": ...,
}
# ListAppImageConfigsRequestTypeDef definition
class ListAppImageConfigsRequestTypeDef(TypedDict):
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
ModifiedTimeBefore: NotRequired[TimestampTypeDef],
ModifiedTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[AppImageConfigSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)ListArtifactsRequestTypeDef#
# ListArtifactsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListArtifactsRequestTypeDef
def get_value() -> ListArtifactsRequestTypeDef:
return {
"SourceUri": ...,
}
# ListArtifactsRequestTypeDef definition
class ListArtifactsRequestTypeDef(TypedDict):
SourceUri: NotRequired[str],
ArtifactType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortArtifactsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortArtifactsByType
- See SortOrderType
ListAssociationsRequestTypeDef#
# ListAssociationsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAssociationsRequestTypeDef
def get_value() -> ListAssociationsRequestTypeDef:
return {
"SourceArn": ...,
}
# ListAssociationsRequestTypeDef definition
class ListAssociationsRequestTypeDef(TypedDict):
SourceArn: NotRequired[str],
DestinationArn: NotRequired[str],
SourceType: NotRequired[str],
DestinationType: NotRequired[str],
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortAssociationsByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListAutoMLJobsRequestTypeDef#
# ListAutoMLJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAutoMLJobsRequestTypeDef
def get_value() -> ListAutoMLJobsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListAutoMLJobsRequestTypeDef definition
class ListAutoMLJobsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[AutoMLJobStatusType], # (1)
SortOrder: NotRequired[AutoMLSortOrderType], # (2)
SortBy: NotRequired[AutoMLSortByType], # (3)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See AutoMLJobStatusType
- See AutoMLSortOrderType
- See AutoMLSortByType
ListClusterNodesRequestTypeDef#
# ListClusterNodesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterNodesRequestTypeDef
def get_value() -> ListClusterNodesRequestTypeDef:
return {
"ClusterName": ...,
}
# ListClusterNodesRequestTypeDef definition
class ListClusterNodesRequestTypeDef(TypedDict):
ClusterName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
InstanceGroupNameContains: NotRequired[str],
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)- See ClusterSortByType
- See SortOrderType
ListClusterSchedulerConfigsRequestTypeDef#
# ListClusterSchedulerConfigsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterSchedulerConfigsRequestTypeDef
def get_value() -> ListClusterSchedulerConfigsRequestTypeDef:
return {
"CreatedAfter": ...,
}
# ListClusterSchedulerConfigsRequestTypeDef definition
class ListClusterSchedulerConfigsRequestTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ClusterArn: NotRequired[str],
Status: NotRequired[SchedulerResourceStatusType], # (1)
SortBy: NotRequired[SortClusterSchedulerConfigByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListClustersRequestTypeDef#
# ListClustersRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClustersRequestTypeDef
def get_value() -> ListClustersRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListClustersRequestTypeDef definition
class ListClustersRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
TrainingPlanArn: NotRequired[str],- See ClusterSortByType
- See SortOrderType
ListCodeRepositoriesInputTypeDef#
# ListCodeRepositoriesInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCodeRepositoriesInputTypeDef
def get_value() -> ListCodeRepositoriesInputTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListCodeRepositoriesInputTypeDef definition
class ListCodeRepositoriesInputTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[CodeRepositorySortByType], # (1)
SortOrder: NotRequired[CodeRepositorySortOrderType], # (2)ListCompilationJobsRequestTypeDef#
# ListCompilationJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCompilationJobsRequestTypeDef
def get_value() -> ListCompilationJobsRequestTypeDef:
return {
"NextToken": ...,
}
# ListCompilationJobsRequestTypeDef definition
class ListCompilationJobsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[CompilationJobStatusType], # (1)
SortBy: NotRequired[ListCompilationJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)ListComputeQuotasRequestTypeDef#
# ListComputeQuotasRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListComputeQuotasRequestTypeDef
def get_value() -> ListComputeQuotasRequestTypeDef:
return {
"CreatedAfter": ...,
}
# ListComputeQuotasRequestTypeDef definition
class ListComputeQuotasRequestTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
Status: NotRequired[SchedulerResourceStatusType], # (1)
ClusterArn: NotRequired[str],
SortBy: NotRequired[SortQuotaByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SchedulerResourceStatusType
- See SortQuotaByType
- See SortOrderType
ListContextsRequestTypeDef#
# ListContextsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListContextsRequestTypeDef
def get_value() -> ListContextsRequestTypeDef:
return {
"SourceUri": ...,
}
# ListContextsRequestTypeDef definition
class ListContextsRequestTypeDef(TypedDict):
SourceUri: NotRequired[str],
ContextType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortContextsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortContextsByType
- See SortOrderType
ListDataQualityJobDefinitionsRequestTypeDef#
# ListDataQualityJobDefinitionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsRequestTypeDef
def get_value() -> ListDataQualityJobDefinitionsRequestTypeDef:
return {
"EndpointName": ...,
}
# ListDataQualityJobDefinitionsRequestTypeDef definition
class ListDataQualityJobDefinitionsRequestTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],ListDeviceFleetsRequestTypeDef#
# ListDeviceFleetsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDeviceFleetsRequestTypeDef
def get_value() -> ListDeviceFleetsRequestTypeDef:
return {
"NextToken": ...,
}
# ListDeviceFleetsRequestTypeDef definition
class ListDeviceFleetsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ListDeviceFleetsSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)ListDevicesRequestTypeDef#
# ListDevicesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDevicesRequestTypeDef
def get_value() -> ListDevicesRequestTypeDef:
return {
"NextToken": ...,
}
# ListDevicesRequestTypeDef definition
class ListDevicesRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
LatestHeartbeatAfter: NotRequired[TimestampTypeDef],
ModelName: NotRequired[str],
DeviceFleetName: NotRequired[str],ListEdgeDeploymentPlansRequestTypeDef#
# ListEdgeDeploymentPlansRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansRequestTypeDef
def get_value() -> ListEdgeDeploymentPlansRequestTypeDef:
return {
"NextToken": ...,
}
# ListEdgeDeploymentPlansRequestTypeDef definition
class ListEdgeDeploymentPlansRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
DeviceFleetNameContains: NotRequired[str],
SortBy: NotRequired[ListEdgeDeploymentPlansSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)ListEdgePackagingJobsRequestTypeDef#
# ListEdgePackagingJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgePackagingJobsRequestTypeDef
def get_value() -> ListEdgePackagingJobsRequestTypeDef:
return {
"NextToken": ...,
}
# ListEdgePackagingJobsRequestTypeDef definition
class ListEdgePackagingJobsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ModelNameContains: NotRequired[str],
StatusEquals: NotRequired[EdgePackagingJobStatusType], # (1)
SortBy: NotRequired[ListEdgePackagingJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)ListEndpointConfigsInputTypeDef#
# ListEndpointConfigsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointConfigsInputTypeDef
def get_value() -> ListEndpointConfigsInputTypeDef:
return {
"SortBy": ...,
}
# ListEndpointConfigsInputTypeDef definition
class ListEndpointConfigsInputTypeDef(TypedDict):
SortBy: NotRequired[EndpointConfigSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],ListEndpointsInputTypeDef#
# ListEndpointsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointsInputTypeDef
def get_value() -> ListEndpointsInputTypeDef:
return {
"SortBy": ...,
}
# ListEndpointsInputTypeDef definition
class ListEndpointsInputTypeDef(TypedDict):
SortBy: NotRequired[EndpointSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[EndpointStatusType], # (3)- See EndpointSortKeyType
- See OrderKeyType
- See EndpointStatusType
ListExperimentsRequestTypeDef#
# ListExperimentsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListExperimentsRequestTypeDef
def get_value() -> ListExperimentsRequestTypeDef:
return {
"CreatedAfter": ...,
}
# ListExperimentsRequestTypeDef definition
class ListExperimentsRequestTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortExperimentsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortExperimentsByType
- See SortOrderType
ListFeatureGroupsRequestTypeDef#
# ListFeatureGroupsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFeatureGroupsRequestTypeDef
def get_value() -> ListFeatureGroupsRequestTypeDef:
return {
"NameContains": ...,
}
# ListFeatureGroupsRequestTypeDef definition
class ListFeatureGroupsRequestTypeDef(TypedDict):
NameContains: NotRequired[str],
FeatureGroupStatusEquals: NotRequired[FeatureGroupStatusType], # (1)
OfflineStoreStatusEquals: NotRequired[OfflineStoreStatusValueType], # (2)
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[FeatureGroupSortOrderType], # (3)
SortBy: NotRequired[FeatureGroupSortByType], # (4)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See FeatureGroupStatusType
- See OfflineStoreStatusValueType
- See FeatureGroupSortOrderType
- See FeatureGroupSortByType
ListFlowDefinitionsRequestTypeDef#
# ListFlowDefinitionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFlowDefinitionsRequestTypeDef
def get_value() -> ListFlowDefinitionsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListFlowDefinitionsRequestTypeDef definition
class ListFlowDefinitionsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortOrderType
ListHubContentVersionsRequestTypeDef#
# ListHubContentVersionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubContentVersionsRequestTypeDef
def get_value() -> ListHubContentVersionsRequestTypeDef:
return {
"HubName": ...,
}
# ListHubContentVersionsRequestTypeDef definition
class ListHubContentVersionsRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
HubContentName: str,
MinVersion: NotRequired[str],
MaxSchemaVersion: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[HubContentSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See HubContentTypeType
- See HubContentSortByType
- See SortOrderType
ListHubContentsRequestTypeDef#
# ListHubContentsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubContentsRequestTypeDef
def get_value() -> ListHubContentsRequestTypeDef:
return {
"HubName": ...,
}
# ListHubContentsRequestTypeDef definition
class ListHubContentsRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
NameContains: NotRequired[str],
MaxSchemaVersion: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[HubContentSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See HubContentTypeType
- See HubContentSortByType
- See SortOrderType
ListHubsRequestTypeDef#
# ListHubsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubsRequestTypeDef
def get_value() -> ListHubsRequestTypeDef:
return {
"NameContains": ...,
}
# ListHubsRequestTypeDef definition
class ListHubsRequestTypeDef(TypedDict):
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[HubSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See HubSortByType
- See SortOrderType
ListHumanTaskUisRequestTypeDef#
# ListHumanTaskUisRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHumanTaskUisRequestTypeDef
def get_value() -> ListHumanTaskUisRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListHumanTaskUisRequestTypeDef definition
class ListHumanTaskUisRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortOrderType
ListHyperParameterTuningJobsRequestTypeDef#
# ListHyperParameterTuningJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsRequestTypeDef
def get_value() -> ListHyperParameterTuningJobsRequestTypeDef:
return {
"NextToken": ...,
}
# ListHyperParameterTuningJobsRequestTypeDef definition
class ListHyperParameterTuningJobsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortBy: NotRequired[HyperParameterTuningJobSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[HyperParameterTuningJobStatusType], # (3)- See HyperParameterTuningJobSortByOptionsType
- See SortOrderType
- See HyperParameterTuningJobStatusType
ListImageVersionsRequestTypeDef#
# ListImageVersionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImageVersionsRequestTypeDef
def get_value() -> ListImageVersionsRequestTypeDef:
return {
"ImageName": ...,
}
# ListImageVersionsRequestTypeDef definition
class ListImageVersionsRequestTypeDef(TypedDict):
ImageName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
SortBy: NotRequired[ImageVersionSortByType], # (1)
SortOrder: NotRequired[ImageVersionSortOrderType], # (2)ListImagesRequestTypeDef#
# ListImagesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImagesRequestTypeDef
def get_value() -> ListImagesRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListImagesRequestTypeDef definition
class ListImagesRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[ImageSortByType], # (1)
SortOrder: NotRequired[ImageSortOrderType], # (2)- See ImageSortByType
- See ImageSortOrderType
ListInferenceComponentsInputTypeDef#
# ListInferenceComponentsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceComponentsInputTypeDef
def get_value() -> ListInferenceComponentsInputTypeDef:
return {
"SortBy": ...,
}
# ListInferenceComponentsInputTypeDef definition
class ListInferenceComponentsInputTypeDef(TypedDict):
SortBy: NotRequired[InferenceComponentSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[InferenceComponentStatusType], # (3)
EndpointNameEquals: NotRequired[str],
VariantNameEquals: NotRequired[str],ListInferenceExperimentsRequestTypeDef#
# ListInferenceExperimentsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceExperimentsRequestTypeDef
def get_value() -> ListInferenceExperimentsRequestTypeDef:
return {
"NameContains": ...,
}
# ListInferenceExperimentsRequestTypeDef definition
class ListInferenceExperimentsRequestTypeDef(TypedDict):
NameContains: NotRequired[str],
Type: NotRequired[InferenceExperimentTypeType], # (1)
StatusEquals: NotRequired[InferenceExperimentStatusType], # (2)
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortInferenceExperimentsByType], # (3)
SortOrder: NotRequired[SortOrderType], # (4)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See InferenceExperimentTypeType
- See InferenceExperimentStatusType
- See SortInferenceExperimentsByType
- See SortOrderType
ListInferenceRecommendationsJobsRequestTypeDef#
# ListInferenceRecommendationsJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsRequestTypeDef
def get_value() -> ListInferenceRecommendationsJobsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListInferenceRecommendationsJobsRequestTypeDef definition
class ListInferenceRecommendationsJobsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[RecommendationJobStatusType], # (1)
SortBy: NotRequired[ListInferenceRecommendationsJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
ModelNameEquals: NotRequired[str],
ModelPackageVersionArnEquals: NotRequired[str],ListLabelingJobsForWorkteamRequestTypeDef#
# ListLabelingJobsForWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamRequestTypeDef
def get_value() -> ListLabelingJobsForWorkteamRequestTypeDef:
return {
"WorkteamArn": ...,
}
# ListLabelingJobsForWorkteamRequestTypeDef definition
class ListLabelingJobsForWorkteamRequestTypeDef(TypedDict):
WorkteamArn: str,
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
JobReferenceCodeContains: NotRequired[str],
SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)ListLabelingJobsRequestTypeDef#
# ListLabelingJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsRequestTypeDef
def get_value() -> ListLabelingJobsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListLabelingJobsRequestTypeDef definition
class ListLabelingJobsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
NameContains: NotRequired[str],
SortBy: NotRequired[SortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
StatusEquals: NotRequired[LabelingJobStatusType], # (3)- See SortByType
- See SortOrderType
- See LabelingJobStatusType
ListLineageGroupsRequestTypeDef#
# ListLineageGroupsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLineageGroupsRequestTypeDef
def get_value() -> ListLineageGroupsRequestTypeDef:
return {
"CreatedAfter": ...,
}
# ListLineageGroupsRequestTypeDef definition
class ListLineageGroupsRequestTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortLineageGroupsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortLineageGroupsByType
- See SortOrderType
ListMlflowTrackingServersRequestTypeDef#
# ListMlflowTrackingServersRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMlflowTrackingServersRequestTypeDef
def get_value() -> ListMlflowTrackingServersRequestTypeDef:
return {
"CreatedAfter": ...,
}
# ListMlflowTrackingServersRequestTypeDef definition
class ListMlflowTrackingServersRequestTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
TrackingServerStatus: NotRequired[TrackingServerStatusType], # (1)
MlflowVersion: NotRequired[str],
SortBy: NotRequired[SortTrackingServerByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListModelBiasJobDefinitionsRequestTypeDef#
# ListModelBiasJobDefinitionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsRequestTypeDef
def get_value() -> ListModelBiasJobDefinitionsRequestTypeDef:
return {
"EndpointName": ...,
}
# ListModelBiasJobDefinitionsRequestTypeDef definition
class ListModelBiasJobDefinitionsRequestTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],ListModelCardExportJobsRequestTypeDef#
# ListModelCardExportJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardExportJobsRequestTypeDef
def get_value() -> ListModelCardExportJobsRequestTypeDef:
return {
"ModelCardName": ...,
}
# ListModelCardExportJobsRequestTypeDef definition
class ListModelCardExportJobsRequestTypeDef(TypedDict):
ModelCardName: str,
ModelCardVersion: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
ModelCardExportJobNameContains: NotRequired[str],
StatusEquals: NotRequired[ModelCardExportJobStatusType], # (1)
SortBy: NotRequired[ModelCardExportJobSortByType], # (2)
SortOrder: NotRequired[ModelCardExportJobSortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See ModelCardExportJobStatusType
- See ModelCardExportJobSortByType
- See ModelCardExportJobSortOrderType
ListModelCardVersionsRequestTypeDef#
# ListModelCardVersionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardVersionsRequestTypeDef
def get_value() -> ListModelCardVersionsRequestTypeDef:
return {
"ModelCardName": ...,
}
# ListModelCardVersionsRequestTypeDef definition
class ListModelCardVersionsRequestTypeDef(TypedDict):
ModelCardName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
NextToken: NotRequired[str],
SortBy: NotRequired[ModelCardVersionSortByType], # (2)
SortOrder: NotRequired[ModelCardSortOrderType], # (3)ListModelCardsRequestTypeDef#
# ListModelCardsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardsRequestTypeDef
def get_value() -> ListModelCardsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelCardsRequestTypeDef definition
class ListModelCardsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
NextToken: NotRequired[str],
SortBy: NotRequired[ModelCardSortByType], # (2)
SortOrder: NotRequired[ModelCardSortOrderType], # (3)ListModelExplainabilityJobDefinitionsRequestTypeDef#
# ListModelExplainabilityJobDefinitionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsRequestTypeDef
def get_value() -> ListModelExplainabilityJobDefinitionsRequestTypeDef:
return {
"EndpointName": ...,
}
# ListModelExplainabilityJobDefinitionsRequestTypeDef definition
class ListModelExplainabilityJobDefinitionsRequestTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],ListModelPackageGroupsInputTypeDef#
# ListModelPackageGroupsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackageGroupsInputTypeDef
def get_value() -> ListModelPackageGroupsInputTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelPackageGroupsInputTypeDef definition
class ListModelPackageGroupsInputTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[ModelPackageGroupSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType], # (3)ListModelPackagesInputTypeDef#
# ListModelPackagesInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackagesInputTypeDef
def get_value() -> ListModelPackagesInputTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelPackagesInputTypeDef definition
class ListModelPackagesInputTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (1)
ModelPackageGroupName: NotRequired[str],
ModelPackageType: NotRequired[ModelPackageTypeType], # (2)
NextToken: NotRequired[str],
SortBy: NotRequired[ModelPackageSortByType], # (3)
SortOrder: NotRequired[SortOrderType], # (4)ListModelQualityJobDefinitionsRequestTypeDef#
# ListModelQualityJobDefinitionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsRequestTypeDef
def get_value() -> ListModelQualityJobDefinitionsRequestTypeDef:
return {
"EndpointName": ...,
}
# ListModelQualityJobDefinitionsRequestTypeDef definition
class ListModelQualityJobDefinitionsRequestTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],ListModelsInputTypeDef#
# ListModelsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelsInputTypeDef
def get_value() -> ListModelsInputTypeDef:
return {
"SortBy": ...,
}
# ListModelsInputTypeDef definition
class ListModelsInputTypeDef(TypedDict):
SortBy: NotRequired[ModelSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],- See ModelSortKeyType
- See OrderKeyType
ListMonitoringAlertHistoryRequestTypeDef#
# ListMonitoringAlertHistoryRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryRequestTypeDef
def get_value() -> ListMonitoringAlertHistoryRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringAlertHistoryRequestTypeDef definition
class ListMonitoringAlertHistoryRequestTypeDef(TypedDict):
MonitoringScheduleName: NotRequired[str],
MonitoringAlertName: NotRequired[str],
SortBy: NotRequired[MonitoringAlertHistorySortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[MonitoringAlertStatusType], # (3)ListMonitoringExecutionsRequestTypeDef#
# ListMonitoringExecutionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringExecutionsRequestTypeDef
def get_value() -> ListMonitoringExecutionsRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringExecutionsRequestTypeDef definition
class ListMonitoringExecutionsRequestTypeDef(TypedDict):
MonitoringScheduleName: NotRequired[str],
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringExecutionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
ScheduledTimeBefore: NotRequired[TimestampTypeDef],
ScheduledTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[ExecutionStatusType], # (3)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringTypeEquals: NotRequired[MonitoringTypeType], # (4)ListMonitoringSchedulesRequestTypeDef#
# ListMonitoringSchedulesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringSchedulesRequestTypeDef
def get_value() -> ListMonitoringSchedulesRequestTypeDef:
return {
"EndpointName": ...,
}
# ListMonitoringSchedulesRequestTypeDef definition
class ListMonitoringSchedulesRequestTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringScheduleSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[ScheduleStatusType], # (3)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringTypeEquals: NotRequired[MonitoringTypeType], # (4)ListNotebookInstanceLifecycleConfigsInputTypeDef#
# ListNotebookInstanceLifecycleConfigsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsInputTypeDef
def get_value() -> ListNotebookInstanceLifecycleConfigsInputTypeDef:
return {
"NextToken": ...,
}
# ListNotebookInstanceLifecycleConfigsInputTypeDef definition
class ListNotebookInstanceLifecycleConfigsInputTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType], # (1)
SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],ListNotebookInstancesInputTypeDef#
# ListNotebookInstancesInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstancesInputTypeDef
def get_value() -> ListNotebookInstancesInputTypeDef:
return {
"NextToken": ...,
}
# ListNotebookInstancesInputTypeDef definition
class ListNotebookInstancesInputTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortBy: NotRequired[NotebookInstanceSortKeyType], # (1)
SortOrder: NotRequired[NotebookInstanceSortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[NotebookInstanceStatusType], # (3)
NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
DefaultCodeRepositoryContains: NotRequired[str],
AdditionalCodeRepositoryEquals: NotRequired[str],ListOptimizationJobsRequestTypeDef#
# ListOptimizationJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListOptimizationJobsRequestTypeDef
def get_value() -> ListOptimizationJobsRequestTypeDef:
return {
"NextToken": ...,
}
# ListOptimizationJobsRequestTypeDef definition
class ListOptimizationJobsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
OptimizationContains: NotRequired[str],
NameContains: NotRequired[str],
StatusEquals: NotRequired[OptimizationJobStatusType], # (1)
SortBy: NotRequired[ListOptimizationJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)ListPipelineExecutionsRequestTypeDef#
# ListPipelineExecutionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionsRequestTypeDef
def get_value() -> ListPipelineExecutionsRequestTypeDef:
return {
"PipelineName": ...,
}
# ListPipelineExecutionsRequestTypeDef definition
class ListPipelineExecutionsRequestTypeDef(TypedDict):
PipelineName: str,
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelineExecutionsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListPipelinesRequestTypeDef#
# ListPipelinesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelinesRequestTypeDef
def get_value() -> ListPipelinesRequestTypeDef:
return {
"PipelineNamePrefix": ...,
}
# ListPipelinesRequestTypeDef definition
class ListPipelinesRequestTypeDef(TypedDict):
PipelineNamePrefix: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelinesByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See SortPipelinesByType
- See SortOrderType
ListProcessingJobsRequestTypeDef#
# ListProcessingJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListProcessingJobsRequestTypeDef
def get_value() -> ListProcessingJobsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListProcessingJobsRequestTypeDef definition
class ListProcessingJobsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[ProcessingJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See ProcessingJobStatusType
- See SortByType
- See SortOrderType
ListProjectsInputTypeDef#
# ListProjectsInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListProjectsInputTypeDef
def get_value() -> ListProjectsInputTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListProjectsInputTypeDef definition
class ListProjectsInputTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
MaxResults: NotRequired[int],
NameContains: NotRequired[str],
NextToken: NotRequired[str],
SortBy: NotRequired[ProjectSortByType], # (1)
SortOrder: NotRequired[ProjectSortOrderType], # (2)ListResourceCatalogsRequestTypeDef#
# ListResourceCatalogsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListResourceCatalogsRequestTypeDef
def get_value() -> ListResourceCatalogsRequestTypeDef:
return {
"NameContains": ...,
}
# ListResourceCatalogsRequestTypeDef definition
class ListResourceCatalogsRequestTypeDef(TypedDict):
NameContains: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[ResourceCatalogSortOrderType], # (1)
SortBy: NotRequired[ResourceCatalogSortByType], # (2)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],ListStudioLifecycleConfigsRequestTypeDef#
# ListStudioLifecycleConfigsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsRequestTypeDef
def get_value() -> ListStudioLifecycleConfigsRequestTypeDef:
return {
"MaxResults": ...,
}
# ListStudioLifecycleConfigsRequestTypeDef definition
class ListStudioLifecycleConfigsRequestTypeDef(TypedDict):
MaxResults: NotRequired[int],
NextToken: NotRequired[str],
NameContains: NotRequired[str],
AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType], # (1)
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
ModifiedTimeBefore: NotRequired[TimestampTypeDef],
ModifiedTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[StudioLifecycleConfigSortKeyType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)ListTrainingJobsRequestTypeDef#
# ListTrainingJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsRequestTypeDef
def get_value() -> ListTrainingJobsRequestTypeDef:
return {
"NextToken": ...,
}
# ListTrainingJobsRequestTypeDef definition
class ListTrainingJobsRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[TrainingJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType], # (4)
TrainingPlanArnEquals: NotRequired[str],- See TrainingJobStatusType
- See SortByType
- See SortOrderType
- See WarmPoolResourceStatusType
ListTransformJobsRequestTypeDef#
# ListTransformJobsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTransformJobsRequestTypeDef
def get_value() -> ListTransformJobsRequestTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListTransformJobsRequestTypeDef definition
class ListTransformJobsRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[TransformJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- See TransformJobStatusType
- See SortByType
- See SortOrderType
ListTrialComponentsRequestTypeDef#
# ListTrialComponentsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialComponentsRequestTypeDef
def get_value() -> ListTrialComponentsRequestTypeDef:
return {
"ExperimentName": ...,
}
# ListTrialComponentsRequestTypeDef definition
class ListTrialComponentsRequestTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialName: NotRequired[str],
SourceArn: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortTrialComponentsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],ListTrialsRequestTypeDef#
# ListTrialsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialsRequestTypeDef
def get_value() -> ListTrialsRequestTypeDef:
return {
"ExperimentName": ...,
}
# ListTrialsRequestTypeDef definition
class ListTrialsRequestTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialComponentName: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortTrialsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See SortTrialsByType
- See SortOrderType
QueryFiltersTypeDef#
# QueryFiltersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import QueryFiltersTypeDef
def get_value() -> QueryFiltersTypeDef:
return {
"Types": ...,
}
# QueryFiltersTypeDef definition
class QueryFiltersTypeDef(TypedDict):
Types: NotRequired[Sequence[str]],
LineageTypes: NotRequired[Sequence[LineageTypeType]], # (1)
CreatedBefore: NotRequired[TimestampTypeDef],
CreatedAfter: NotRequired[TimestampTypeDef],
ModifiedBefore: NotRequired[TimestampTypeDef],
ModifiedAfter: NotRequired[TimestampTypeDef],
Properties: NotRequired[Mapping[str, str]],- See LineageTypeType
SearchTrainingPlanOfferingsRequestTypeDef#
# SearchTrainingPlanOfferingsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchTrainingPlanOfferingsRequestTypeDef
def get_value() -> SearchTrainingPlanOfferingsRequestTypeDef:
return {
"InstanceType": ...,
}
# SearchTrainingPlanOfferingsRequestTypeDef definition
class SearchTrainingPlanOfferingsRequestTypeDef(TypedDict):
InstanceType: ReservedCapacityInstanceTypeType, # (1)
InstanceCount: int,
TargetResources: Sequence[SageMakerResourceNameType], # (2)
StartTimeAfter: NotRequired[TimestampTypeDef],
EndTimeBefore: NotRequired[TimestampTypeDef],
DurationHours: NotRequired[int],CreateTrialComponentRequestTypeDef#
# CreateTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrialComponentRequestTypeDef
def get_value() -> CreateTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# CreateTrialComponentRequestTypeDef definition
class CreateTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,
DisplayName: NotRequired[str],
Status: NotRequired[TrialComponentStatusTypeDef], # (1)
StartTime: NotRequired[TimestampTypeDef],
EndTime: NotRequired[TimestampTypeDef],
Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]], # (2)
InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]], # (3)
OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]], # (3)
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (5)
Tags: NotRequired[Sequence[TagTypeDef]], # (6)- See TrialComponentStatusTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See MetadataPropertiesTypeDef
- See TagTypeDef
UpdateTrialComponentRequestTypeDef#
# UpdateTrialComponentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrialComponentRequestTypeDef
def get_value() -> UpdateTrialComponentRequestTypeDef:
return {
"TrialComponentName": ...,
}
# UpdateTrialComponentRequestTypeDef definition
class UpdateTrialComponentRequestTypeDef(TypedDict):
TrialComponentName: str,
DisplayName: NotRequired[str],
Status: NotRequired[TrialComponentStatusTypeDef], # (1)
StartTime: NotRequired[TimestampTypeDef],
EndTime: NotRequired[TimestampTypeDef],
Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]], # (2)
ParametersToRemove: NotRequired[Sequence[str]],
InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]], # (3)
InputArtifactsToRemove: NotRequired[Sequence[str]],
OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]], # (3)
OutputArtifactsToRemove: NotRequired[Sequence[str]],- See TrialComponentStatusTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
CustomFileSystemConfigTypeDef#
# CustomFileSystemConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CustomFileSystemConfigTypeDef
def get_value() -> CustomFileSystemConfigTypeDef:
return {
"EFSFileSystemConfig": ...,
}
# CustomFileSystemConfigTypeDef definition
class CustomFileSystemConfigTypeDef(TypedDict):
EFSFileSystemConfig: NotRequired[EFSFileSystemConfigTypeDef], # (1)
FSxLustreFileSystemConfig: NotRequired[FSxLustreFileSystemConfigTypeDef], # (2)CustomFileSystemTypeDef#
# CustomFileSystemTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CustomFileSystemTypeDef
def get_value() -> CustomFileSystemTypeDef:
return {
"EFSFileSystem": ...,
}
# CustomFileSystemTypeDef definition
class CustomFileSystemTypeDef(TypedDict):
EFSFileSystem: NotRequired[EFSFileSystemTypeDef], # (1)
FSxLustreFileSystem: NotRequired[FSxLustreFileSystemTypeDef], # (2)ModelBiasBaselineConfigTypeDef#
# ModelBiasBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelBiasBaselineConfigTypeDef
def get_value() -> ModelBiasBaselineConfigTypeDef:
return {
"BaseliningJobName": ...,
}
# ModelBiasBaselineConfigTypeDef definition
class ModelBiasBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)ModelExplainabilityBaselineConfigTypeDef#
# ModelExplainabilityBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityBaselineConfigTypeDef
def get_value() -> ModelExplainabilityBaselineConfigTypeDef:
return {
"BaseliningJobName": ...,
}
# ModelExplainabilityBaselineConfigTypeDef definition
class ModelExplainabilityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)ModelQualityBaselineConfigTypeDef#
# ModelQualityBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityBaselineConfigTypeDef
def get_value() -> ModelQualityBaselineConfigTypeDef:
return {
"BaseliningJobName": ...,
}
# ModelQualityBaselineConfigTypeDef definition
class ModelQualityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)DataQualityBaselineConfigTypeDef#
# DataQualityBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataQualityBaselineConfigTypeDef
def get_value() -> DataQualityBaselineConfigTypeDef:
return {
"BaseliningJobName": ...,
}
# DataQualityBaselineConfigTypeDef definition
class DataQualityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)
StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef], # (2)MonitoringBaselineConfigTypeDef#
# MonitoringBaselineConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringBaselineConfigTypeDef
def get_value() -> MonitoringBaselineConfigTypeDef:
return {
"BaseliningJobName": ...,
}
# MonitoringBaselineConfigTypeDef definition
class MonitoringBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)
StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef], # (2)DataSourceOutputTypeDef#
# DataSourceOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataSourceOutputTypeDef
def get_value() -> DataSourceOutputTypeDef:
return {
"S3DataSource": ...,
}
# DataSourceOutputTypeDef definition
class DataSourceOutputTypeDef(TypedDict):
S3DataSource: NotRequired[S3DataSourceOutputTypeDef], # (1)
FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef], # (2)DatasetDefinitionTypeDef#
# DatasetDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DatasetDefinitionTypeDef
def get_value() -> DatasetDefinitionTypeDef:
return {
"AthenaDatasetDefinition": ...,
}
# DatasetDefinitionTypeDef definition
class DatasetDefinitionTypeDef(TypedDict):
AthenaDatasetDefinition: NotRequired[AthenaDatasetDefinitionTypeDef], # (1)
RedshiftDatasetDefinition: NotRequired[RedshiftDatasetDefinitionTypeDef], # (2)
LocalPath: NotRequired[str],
DataDistributionType: NotRequired[DataDistributionTypeType], # (3)
InputMode: NotRequired[InputModeType], # (4)- See AthenaDatasetDefinitionTypeDef
- See RedshiftDatasetDefinitionTypeDef
- See DataDistributionTypeType
- See InputModeType
DefaultSpaceStorageSettingsTypeDef#
# DefaultSpaceStorageSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DefaultSpaceStorageSettingsTypeDef
def get_value() -> DefaultSpaceStorageSettingsTypeDef:
return {
"DefaultEbsStorageSettings": ...,
}
# DefaultSpaceStorageSettingsTypeDef definition
class DefaultSpaceStorageSettingsTypeDef(TypedDict):
DefaultEbsStorageSettings: NotRequired[DefaultEbsStorageSettingsTypeDef], # (1)DeleteDomainRequestTypeDef#
# DeleteDomainRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteDomainRequestTypeDef
def get_value() -> DeleteDomainRequestTypeDef:
return {
"DomainId": ...,
}
# DeleteDomainRequestTypeDef definition
class DeleteDomainRequestTypeDef(TypedDict):
DomainId: str,
RetentionPolicy: NotRequired[RetentionPolicyTypeDef], # (1)InferenceComponentContainerSpecificationSummaryTypeDef#
# InferenceComponentContainerSpecificationSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentContainerSpecificationSummaryTypeDef
def get_value() -> InferenceComponentContainerSpecificationSummaryTypeDef:
return {
"DeployedImage": ...,
}
# InferenceComponentContainerSpecificationSummaryTypeDef definition
class InferenceComponentContainerSpecificationSummaryTypeDef(TypedDict):
DeployedImage: NotRequired[DeployedImageTypeDef], # (1)
ArtifactUrl: NotRequired[str],
Environment: NotRequired[Dict[str, str]],DeploymentRecommendationTypeDef#
# DeploymentRecommendationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeploymentRecommendationTypeDef
def get_value() -> DeploymentRecommendationTypeDef:
return {
"RecommendationStatus": ...,
}
# DeploymentRecommendationTypeDef definition
class DeploymentRecommendationTypeDef(TypedDict):
RecommendationStatus: RecommendationStatusType, # (1)
RealTimeInferenceRecommendations: NotRequired[List[RealTimeInferenceRecommendationTypeDef]], # (2)DeploymentStageStatusSummaryTypeDef#
# DeploymentStageStatusSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeploymentStageStatusSummaryTypeDef
def get_value() -> DeploymentStageStatusSummaryTypeDef:
return {
"StageName": ...,
}
# DeploymentStageStatusSummaryTypeDef definition
class DeploymentStageStatusSummaryTypeDef(TypedDict):
StageName: str,
DeviceSelectionConfig: DeviceSelectionConfigOutputTypeDef, # (1)
DeploymentConfig: EdgeDeploymentConfigTypeDef, # (2)
DeploymentStatus: EdgeDeploymentStatusTypeDef, # (3)- See DeviceSelectionConfigOutputTypeDef
- See EdgeDeploymentConfigTypeDef
- See EdgeDeploymentStatusTypeDef
DescribeDeviceResponseTypeDef#
# DescribeDeviceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDeviceResponseTypeDef
def get_value() -> DescribeDeviceResponseTypeDef:
return {
"DeviceArn": ...,
}
# DescribeDeviceResponseTypeDef definition
class DescribeDeviceResponseTypeDef(TypedDict):
DeviceArn: str,
DeviceName: str,
Description: str,
DeviceFleetName: str,
IotThingName: str,
RegistrationTime: datetime,
LatestHeartbeat: datetime,
Models: List[EdgeModelTypeDef], # (1)
MaxModels: int,
AgentVersion: str,
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribeEdgePackagingJobResponseTypeDef#
# DescribeEdgePackagingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEdgePackagingJobResponseTypeDef
def get_value() -> DescribeEdgePackagingJobResponseTypeDef:
return {
"EdgePackagingJobArn": ...,
}
# DescribeEdgePackagingJobResponseTypeDef definition
class DescribeEdgePackagingJobResponseTypeDef(TypedDict):
EdgePackagingJobArn: str,
EdgePackagingJobName: str,
CompilationJobName: str,
ModelName: str,
ModelVersion: str,
RoleArn: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
ResourceKey: str,
EdgePackagingJobStatus: EdgePackagingJobStatusType, # (2)
EdgePackagingJobStatusMessage: str,
CreationTime: datetime,
LastModifiedTime: datetime,
ModelArtifact: str,
ModelSignature: str,
PresetDeploymentOutput: EdgePresetDeploymentOutputTypeDef, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See EdgeOutputConfigTypeDef
- See EdgePackagingJobStatusType
- See EdgePresetDeploymentOutputTypeDef
- See ResponseMetadataTypeDef
DescribeEndpointInputWaitExtraTypeDef#
# DescribeEndpointInputWaitExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointInputWaitExtraTypeDef
def get_value() -> DescribeEndpointInputWaitExtraTypeDef:
return {
"EndpointName": ...,
}
# DescribeEndpointInputWaitExtraTypeDef definition
class DescribeEndpointInputWaitExtraTypeDef(TypedDict):
EndpointName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeEndpointInputWaitTypeDef#
# DescribeEndpointInputWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointInputWaitTypeDef
def get_value() -> DescribeEndpointInputWaitTypeDef:
return {
"EndpointName": ...,
}
# DescribeEndpointInputWaitTypeDef definition
class DescribeEndpointInputWaitTypeDef(TypedDict):
EndpointName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestWaitExtraExtraTypeDef#
# DescribeImageRequestWaitExtraExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageRequestWaitExtraExtraTypeDef
def get_value() -> DescribeImageRequestWaitExtraExtraTypeDef:
return {
"ImageName": ...,
}
# DescribeImageRequestWaitExtraExtraTypeDef definition
class DescribeImageRequestWaitExtraExtraTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestWaitExtraTypeDef#
# DescribeImageRequestWaitExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageRequestWaitExtraTypeDef
def get_value() -> DescribeImageRequestWaitExtraTypeDef:
return {
"ImageName": ...,
}
# DescribeImageRequestWaitExtraTypeDef definition
class DescribeImageRequestWaitExtraTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestWaitTypeDef#
# DescribeImageRequestWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageRequestWaitTypeDef
def get_value() -> DescribeImageRequestWaitTypeDef:
return {
"ImageName": ...,
}
# DescribeImageRequestWaitTypeDef definition
class DescribeImageRequestWaitTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageVersionRequestWaitExtraTypeDef#
# DescribeImageVersionRequestWaitExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageVersionRequestWaitExtraTypeDef
def get_value() -> DescribeImageVersionRequestWaitExtraTypeDef:
return {
"ImageName": ...,
}
# DescribeImageVersionRequestWaitExtraTypeDef definition
class DescribeImageVersionRequestWaitExtraTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageVersionRequestWaitTypeDef#
# DescribeImageVersionRequestWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeImageVersionRequestWaitTypeDef
def get_value() -> DescribeImageVersionRequestWaitTypeDef:
return {
"ImageName": ...,
}
# DescribeImageVersionRequestWaitTypeDef definition
class DescribeImageVersionRequestWaitTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputWaitExtraExtraTypeDef#
# DescribeNotebookInstanceInputWaitExtraExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputWaitExtraExtraTypeDef
def get_value() -> DescribeNotebookInstanceInputWaitExtraExtraTypeDef:
return {
"NotebookInstanceName": ...,
}
# DescribeNotebookInstanceInputWaitExtraExtraTypeDef definition
class DescribeNotebookInstanceInputWaitExtraExtraTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputWaitExtraTypeDef#
# DescribeNotebookInstanceInputWaitExtraTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputWaitExtraTypeDef
def get_value() -> DescribeNotebookInstanceInputWaitExtraTypeDef:
return {
"NotebookInstanceName": ...,
}
# DescribeNotebookInstanceInputWaitExtraTypeDef definition
class DescribeNotebookInstanceInputWaitExtraTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputWaitTypeDef#
# DescribeNotebookInstanceInputWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputWaitTypeDef
def get_value() -> DescribeNotebookInstanceInputWaitTypeDef:
return {
"NotebookInstanceName": ...,
}
# DescribeNotebookInstanceInputWaitTypeDef definition
class DescribeNotebookInstanceInputWaitTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeProcessingJobRequestWaitTypeDef#
# DescribeProcessingJobRequestWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeProcessingJobRequestWaitTypeDef
def get_value() -> DescribeProcessingJobRequestWaitTypeDef:
return {
"ProcessingJobName": ...,
}
# DescribeProcessingJobRequestWaitTypeDef definition
class DescribeProcessingJobRequestWaitTypeDef(TypedDict):
ProcessingJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeTrainingJobRequestWaitTypeDef#
# DescribeTrainingJobRequestWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrainingJobRequestWaitTypeDef
def get_value() -> DescribeTrainingJobRequestWaitTypeDef:
return {
"TrainingJobName": ...,
}
# DescribeTrainingJobRequestWaitTypeDef definition
class DescribeTrainingJobRequestWaitTypeDef(TypedDict):
TrainingJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeTransformJobRequestWaitTypeDef#
# DescribeTransformJobRequestWaitTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTransformJobRequestWaitTypeDef
def get_value() -> DescribeTransformJobRequestWaitTypeDef:
return {
"TransformJobName": ...,
}
# DescribeTransformJobRequestWaitTypeDef definition
class DescribeTransformJobRequestWaitTypeDef(TypedDict):
TransformJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)ExperimentSummaryTypeDef#
# ExperimentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExperimentSummaryTypeDef
def get_value() -> ExperimentSummaryTypeDef:
return {
"ExperimentArn": ...,
}
# ExperimentSummaryTypeDef definition
class ExperimentSummaryTypeDef(TypedDict):
ExperimentArn: NotRequired[str],
ExperimentName: NotRequired[str],
DisplayName: NotRequired[str],
ExperimentSource: NotRequired[ExperimentSourceTypeDef], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],FeatureGroupSummaryTypeDef#
# FeatureGroupSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FeatureGroupSummaryTypeDef
def get_value() -> FeatureGroupSummaryTypeDef:
return {
"FeatureGroupName": ...,
}
# FeatureGroupSummaryTypeDef definition
class FeatureGroupSummaryTypeDef(TypedDict):
FeatureGroupName: str,
FeatureGroupArn: str,
CreationTime: datetime,
FeatureGroupStatus: NotRequired[FeatureGroupStatusType], # (1)
OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef], # (2)DescribeFeatureMetadataResponseTypeDef#
# DescribeFeatureMetadataResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFeatureMetadataResponseTypeDef
def get_value() -> DescribeFeatureMetadataResponseTypeDef:
return {
"FeatureGroupArn": ...,
}
# DescribeFeatureMetadataResponseTypeDef definition
class DescribeFeatureMetadataResponseTypeDef(TypedDict):
FeatureGroupArn: str,
FeatureGroupName: str,
FeatureName: str,
FeatureType: FeatureTypeType, # (1)
CreationTime: datetime,
LastModifiedTime: datetime,
Description: str,
Parameters: List[FeatureParameterTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)FeatureMetadataTypeDef#
# FeatureMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FeatureMetadataTypeDef
def get_value() -> FeatureMetadataTypeDef:
return {
"FeatureGroupArn": ...,
}
# FeatureMetadataTypeDef definition
class FeatureMetadataTypeDef(TypedDict):
FeatureGroupArn: NotRequired[str],
FeatureGroupName: NotRequired[str],
FeatureName: NotRequired[str],
FeatureType: NotRequired[FeatureTypeType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
Description: NotRequired[str],
Parameters: NotRequired[List[FeatureParameterTypeDef]], # (2)UpdateFeatureMetadataRequestTypeDef#
# UpdateFeatureMetadataRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateFeatureMetadataRequestTypeDef
def get_value() -> UpdateFeatureMetadataRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# UpdateFeatureMetadataRequestTypeDef definition
class UpdateFeatureMetadataRequestTypeDef(TypedDict):
FeatureGroupName: str,
FeatureName: str,
Description: NotRequired[str],
ParameterAdditions: NotRequired[Sequence[FeatureParameterTypeDef]], # (1)
ParameterRemovals: NotRequired[Sequence[str]],DescribeHubContentResponseTypeDef#
# DescribeHubContentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHubContentResponseTypeDef
def get_value() -> DescribeHubContentResponseTypeDef:
return {
"HubContentName": ...,
}
# DescribeHubContentResponseTypeDef definition
class DescribeHubContentResponseTypeDef(TypedDict):
HubContentName: str,
HubContentArn: str,
HubContentVersion: str,
HubContentType: HubContentTypeType, # (1)
DocumentSchemaVersion: str,
HubName: str,
HubArn: str,
HubContentDisplayName: str,
HubContentDescription: str,
HubContentMarkdown: str,
HubContentDocument: str,
SageMakerPublicHubContentArn: str,
ReferenceMinVersion: str,
SupportStatus: HubContentSupportStatusType, # (2)
HubContentSearchKeywords: List[str],
HubContentDependencies: List[HubContentDependencyTypeDef], # (3)
HubContentStatus: HubContentStatusType, # (4)
FailureReason: str,
CreationTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See HubContentTypeType
- See HubContentSupportStatusType
- See HubContentDependencyTypeDef
- See HubContentStatusType
- See ResponseMetadataTypeDef
DescribeHumanTaskUiResponseTypeDef#
# DescribeHumanTaskUiResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHumanTaskUiResponseTypeDef
def get_value() -> DescribeHumanTaskUiResponseTypeDef:
return {
"HumanTaskUiArn": ...,
}
# DescribeHumanTaskUiResponseTypeDef definition
class DescribeHumanTaskUiResponseTypeDef(TypedDict):
HumanTaskUiArn: str,
HumanTaskUiName: str,
HumanTaskUiStatus: HumanTaskUiStatusType, # (1)
CreationTime: datetime,
UiTemplate: UiTemplateInfoTypeDef, # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)InferenceExperimentSummaryTypeDef#
# InferenceExperimentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceExperimentSummaryTypeDef
def get_value() -> InferenceExperimentSummaryTypeDef:
return {
"Name": ...,
}
# InferenceExperimentSummaryTypeDef definition
class InferenceExperimentSummaryTypeDef(TypedDict):
Name: str,
Type: InferenceExperimentTypeType, # (1)
Status: InferenceExperimentStatusType, # (3)
CreationTime: datetime,
LastModifiedTime: datetime,
Schedule: NotRequired[InferenceExperimentScheduleOutputTypeDef], # (2)
StatusReason: NotRequired[str],
Description: NotRequired[str],
CompletionTime: NotRequired[datetime],
RoleArn: NotRequired[str],- See InferenceExperimentTypeType
- See InferenceExperimentScheduleOutputTypeDef
- See InferenceExperimentStatusType
DescribeModelCardExportJobResponseTypeDef#
# DescribeModelCardExportJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelCardExportJobResponseTypeDef
def get_value() -> DescribeModelCardExportJobResponseTypeDef:
return {
"ModelCardExportJobName": ...,
}
# DescribeModelCardExportJobResponseTypeDef definition
class DescribeModelCardExportJobResponseTypeDef(TypedDict):
ModelCardExportJobName: str,
ModelCardExportJobArn: str,
Status: ModelCardExportJobStatusType, # (1)
ModelCardName: str,
ModelCardVersion: int,
OutputConfig: ModelCardExportOutputConfigTypeDef, # (2)
CreatedAt: datetime,
LastModifiedAt: datetime,
FailureReason: str,
ExportArtifacts: ModelCardExportArtifactsTypeDef, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See ModelCardExportJobStatusType
- See ModelCardExportOutputConfigTypeDef
- See ModelCardExportArtifactsTypeDef
- See ResponseMetadataTypeDef
ListMonitoringExecutionsResponseTypeDef#
# ListMonitoringExecutionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringExecutionsResponseTypeDef
def get_value() -> ListMonitoringExecutionsResponseTypeDef:
return {
"MonitoringExecutionSummaries": ...,
}
# ListMonitoringExecutionsResponseTypeDef definition
class ListMonitoringExecutionsResponseTypeDef(TypedDict):
MonitoringExecutionSummaries: List[MonitoringExecutionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribePartnerAppResponseTypeDef#
# DescribePartnerAppResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePartnerAppResponseTypeDef
def get_value() -> DescribePartnerAppResponseTypeDef:
return {
"Arn": ...,
}
# DescribePartnerAppResponseTypeDef definition
class DescribePartnerAppResponseTypeDef(TypedDict):
Arn: str,
Name: str,
Type: PartnerAppTypeType, # (1)
Status: PartnerAppStatusType, # (2)
CreationTime: datetime,
ExecutionRoleArn: str,
BaseUrl: str,
MaintenanceConfig: PartnerAppMaintenanceConfigTypeDef, # (3)
Tier: str,
Version: str,
ApplicationConfig: PartnerAppConfigOutputTypeDef, # (4)
AuthType: PartnerAppAuthTypeType, # (5)
EnableIamSessionBasedIdentity: bool,
Error: ErrorInfoTypeDef, # (6)
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See PartnerAppTypeType
- See PartnerAppStatusType
- See PartnerAppMaintenanceConfigTypeDef
- See PartnerAppConfigOutputTypeDef
- See PartnerAppAuthTypeType
- See ErrorInfoTypeDef
- See ResponseMetadataTypeDef
DescribeSubscribedWorkteamResponseTypeDef#
# DescribeSubscribedWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeSubscribedWorkteamResponseTypeDef
def get_value() -> DescribeSubscribedWorkteamResponseTypeDef:
return {
"SubscribedWorkteam": ...,
}
# DescribeSubscribedWorkteamResponseTypeDef definition
class DescribeSubscribedWorkteamResponseTypeDef(TypedDict):
SubscribedWorkteam: SubscribedWorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListSubscribedWorkteamsResponseTypeDef#
# ListSubscribedWorkteamsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSubscribedWorkteamsResponseTypeDef
def get_value() -> ListSubscribedWorkteamsResponseTypeDef:
return {
"SubscribedWorkteams": ...,
}
# ListSubscribedWorkteamsResponseTypeDef definition
class ListSubscribedWorkteamsResponseTypeDef(TypedDict):
SubscribedWorkteams: List[SubscribedWorkteamTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],TrainingJobSummaryTypeDef#
# TrainingJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobSummaryTypeDef
def get_value() -> TrainingJobSummaryTypeDef:
return {
"TrainingJobName": ...,
}
# TrainingJobSummaryTypeDef definition
class TrainingJobSummaryTypeDef(TypedDict):
TrainingJobName: str,
TrainingJobArn: str,
CreationTime: datetime,
TrainingJobStatus: TrainingJobStatusType, # (1)
TrainingEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
SecondaryStatus: NotRequired[SecondaryStatusType], # (2)
WarmPoolStatus: NotRequired[WarmPoolStatusTypeDef], # (3)
TrainingPlanArn: NotRequired[str],DescribeTrainingPlanResponseTypeDef#
# DescribeTrainingPlanResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrainingPlanResponseTypeDef
def get_value() -> DescribeTrainingPlanResponseTypeDef:
return {
"TrainingPlanArn": ...,
}
# DescribeTrainingPlanResponseTypeDef definition
class DescribeTrainingPlanResponseTypeDef(TypedDict):
TrainingPlanArn: str,
TrainingPlanName: str,
Status: TrainingPlanStatusType, # (1)
StatusMessage: str,
DurationHours: int,
DurationMinutes: int,
StartTime: datetime,
EndTime: datetime,
UpfrontFee: str,
CurrencyCode: str,
TotalInstanceCount: int,
AvailableInstanceCount: int,
InUseInstanceCount: int,
TargetResources: List[SageMakerResourceNameType], # (2)
ReservedCapacitySummaries: List[ReservedCapacitySummaryTypeDef], # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See TrainingPlanStatusType
- See SageMakerResourceNameType
- See ReservedCapacitySummaryTypeDef
- See ResponseMetadataTypeDef
TrainingPlanSummaryTypeDef#
# TrainingPlanSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingPlanSummaryTypeDef
def get_value() -> TrainingPlanSummaryTypeDef:
return {
"TrainingPlanArn": ...,
}
# TrainingPlanSummaryTypeDef definition
class TrainingPlanSummaryTypeDef(TypedDict):
TrainingPlanArn: str,
TrainingPlanName: str,
Status: TrainingPlanStatusType, # (1)
StatusMessage: NotRequired[str],
DurationHours: NotRequired[int],
DurationMinutes: NotRequired[int],
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],
UpfrontFee: NotRequired[str],
CurrencyCode: NotRequired[str],
TotalInstanceCount: NotRequired[int],
AvailableInstanceCount: NotRequired[int],
InUseInstanceCount: NotRequired[int],
TargetResources: NotRequired[List[SageMakerResourceNameType]], # (2)
ReservedCapacitySummaries: NotRequired[List[ReservedCapacitySummaryTypeDef]], # (3)TrialSummaryTypeDef#
# TrialSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialSummaryTypeDef
def get_value() -> TrialSummaryTypeDef:
return {
"TrialArn": ...,
}
# TrialSummaryTypeDef definition
class TrialSummaryTypeDef(TypedDict):
TrialArn: NotRequired[str],
TrialName: NotRequired[str],
DisplayName: NotRequired[str],
TrialSource: NotRequired[TrialSourceTypeDef], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],DesiredWeightAndCapacityTypeDef#
# DesiredWeightAndCapacityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DesiredWeightAndCapacityTypeDef
def get_value() -> DesiredWeightAndCapacityTypeDef:
return {
"VariantName": ...,
}
# DesiredWeightAndCapacityTypeDef definition
class DesiredWeightAndCapacityTypeDef(TypedDict):
VariantName: str,
DesiredWeight: NotRequired[float],
DesiredInstanceCount: NotRequired[int],
ServerlessUpdateConfig: NotRequired[ProductionVariantServerlessUpdateConfigTypeDef], # (1)ListStageDevicesResponseTypeDef#
# ListStageDevicesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStageDevicesResponseTypeDef
def get_value() -> ListStageDevicesResponseTypeDef:
return {
"DeviceDeploymentSummaries": ...,
}
# ListStageDevicesResponseTypeDef definition
class ListStageDevicesResponseTypeDef(TypedDict):
DeviceDeploymentSummaries: List[DeviceDeploymentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListDeviceFleetsResponseTypeDef#
# ListDeviceFleetsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDeviceFleetsResponseTypeDef
def get_value() -> ListDeviceFleetsResponseTypeDef:
return {
"DeviceFleetSummaries": ...,
}
# ListDeviceFleetsResponseTypeDef definition
class ListDeviceFleetsResponseTypeDef(TypedDict):
DeviceFleetSummaries: List[DeviceFleetSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DeviceSummaryTypeDef#
# DeviceSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeviceSummaryTypeDef
def get_value() -> DeviceSummaryTypeDef:
return {
"DeviceName": ...,
}
# DeviceSummaryTypeDef definition
class DeviceSummaryTypeDef(TypedDict):
DeviceName: str,
DeviceArn: str,
Description: NotRequired[str],
DeviceFleetName: NotRequired[str],
IotThingName: NotRequired[str],
RegistrationTime: NotRequired[datetime],
LatestHeartbeat: NotRequired[datetime],
Models: NotRequired[List[EdgeModelSummaryTypeDef]], # (1)
AgentVersion: NotRequired[str],RegisterDevicesRequestTypeDef#
# RegisterDevicesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RegisterDevicesRequestTypeDef
def get_value() -> RegisterDevicesRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# RegisterDevicesRequestTypeDef definition
class RegisterDevicesRequestTypeDef(TypedDict):
DeviceFleetName: str,
Devices: Sequence[DeviceTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See DeviceTypeDef
- See TagTypeDef
UpdateDevicesRequestTypeDef#
# UpdateDevicesRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateDevicesRequestTypeDef
def get_value() -> UpdateDevicesRequestTypeDef:
return {
"DeviceFleetName": ...,
}
# UpdateDevicesRequestTypeDef definition
class UpdateDevicesRequestTypeDef(TypedDict):
DeviceFleetName: str,
Devices: Sequence[DeviceTypeDef], # (1)- See DeviceTypeDef
ListDomainsResponseTypeDef#
# ListDomainsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDomainsResponseTypeDef
def get_value() -> ListDomainsResponseTypeDef:
return {
"Domains": ...,
}
# ListDomainsResponseTypeDef definition
class ListDomainsResponseTypeDef(TypedDict):
Domains: List[DomainDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DriftCheckBiasTypeDef#
# DriftCheckBiasTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DriftCheckBiasTypeDef
def get_value() -> DriftCheckBiasTypeDef:
return {
"ConfigFile": ...,
}
# DriftCheckBiasTypeDef definition
class DriftCheckBiasTypeDef(TypedDict):
ConfigFile: NotRequired[FileSourceTypeDef], # (1)
PreTrainingConstraints: NotRequired[MetricsSourceTypeDef], # (2)
PostTrainingConstraints: NotRequired[MetricsSourceTypeDef], # (2)DriftCheckExplainabilityTypeDef#
# DriftCheckExplainabilityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DriftCheckExplainabilityTypeDef
def get_value() -> DriftCheckExplainabilityTypeDef:
return {
"Constraints": ...,
}
# DriftCheckExplainabilityTypeDef definition
class DriftCheckExplainabilityTypeDef(TypedDict):
Constraints: NotRequired[MetricsSourceTypeDef], # (1)
ConfigFile: NotRequired[FileSourceTypeDef], # (2)SpaceStorageSettingsTypeDef#
# SpaceStorageSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceStorageSettingsTypeDef
def get_value() -> SpaceStorageSettingsTypeDef:
return {
"EbsStorageSettings": ...,
}
# SpaceStorageSettingsTypeDef definition
class SpaceStorageSettingsTypeDef(TypedDict):
EbsStorageSettings: NotRequired[EbsStorageSettingsTypeDef], # (1)ListEdgeDeploymentPlansResponseTypeDef#
# ListEdgeDeploymentPlansResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansResponseTypeDef
def get_value() -> ListEdgeDeploymentPlansResponseTypeDef:
return {
"EdgeDeploymentPlanSummaries": ...,
}
# ListEdgeDeploymentPlansResponseTypeDef definition
class ListEdgeDeploymentPlansResponseTypeDef(TypedDict):
EdgeDeploymentPlanSummaries: List[EdgeDeploymentPlanSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],GetDeviceFleetReportResponseTypeDef#
# GetDeviceFleetReportResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetDeviceFleetReportResponseTypeDef
def get_value() -> GetDeviceFleetReportResponseTypeDef:
return {
"DeviceFleetArn": ...,
}
# GetDeviceFleetReportResponseTypeDef definition
class GetDeviceFleetReportResponseTypeDef(TypedDict):
DeviceFleetArn: str,
DeviceFleetName: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
Description: str,
ReportGenerated: datetime,
DeviceStats: DeviceStatsTypeDef, # (2)
AgentVersions: List[AgentVersionTypeDef], # (3)
ModelStats: List[EdgeModelStatTypeDef], # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See EdgeOutputConfigTypeDef
- See DeviceStatsTypeDef
- See AgentVersionTypeDef
- See EdgeModelStatTypeDef
- See ResponseMetadataTypeDef
ListEdgePackagingJobsResponseTypeDef#
# ListEdgePackagingJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgePackagingJobsResponseTypeDef
def get_value() -> ListEdgePackagingJobsResponseTypeDef:
return {
"EdgePackagingJobSummaries": ...,
}
# ListEdgePackagingJobsResponseTypeDef definition
class ListEdgePackagingJobsResponseTypeDef(TypedDict):
EdgePackagingJobSummaries: List[EdgePackagingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListEndpointConfigsOutputTypeDef#
# ListEndpointConfigsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointConfigsOutputTypeDef
def get_value() -> ListEndpointConfigsOutputTypeDef:
return {
"EndpointConfigs": ...,
}
# ListEndpointConfigsOutputTypeDef definition
class ListEndpointConfigsOutputTypeDef(TypedDict):
EndpointConfigs: List[EndpointConfigSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],EndpointOutputConfigurationTypeDef#
# EndpointOutputConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointOutputConfigurationTypeDef
def get_value() -> EndpointOutputConfigurationTypeDef:
return {
"EndpointName": ...,
}
# EndpointOutputConfigurationTypeDef definition
class EndpointOutputConfigurationTypeDef(TypedDict):
EndpointName: str,
VariantName: str,
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
InitialInstanceCount: NotRequired[int],
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)EndpointPerformanceTypeDef#
# EndpointPerformanceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointPerformanceTypeDef
def get_value() -> EndpointPerformanceTypeDef:
return {
"Metrics": ...,
}
# EndpointPerformanceTypeDef definition
class EndpointPerformanceTypeDef(TypedDict):
Metrics: InferenceMetricsTypeDef, # (1)
EndpointInfo: EndpointInfoTypeDef, # (2)ListEndpointsOutputTypeDef#
# ListEndpointsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointsOutputTypeDef
def get_value() -> ListEndpointsOutputTypeDef:
return {
"Endpoints": ...,
}
# ListEndpointsOutputTypeDef definition
class ListEndpointsOutputTypeDef(TypedDict):
Endpoints: List[EndpointSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ModelConfigurationTypeDef#
# ModelConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelConfigurationTypeDef
def get_value() -> ModelConfigurationTypeDef:
return {
"InferenceSpecificationName": ...,
}
# ModelConfigurationTypeDef definition
class ModelConfigurationTypeDef(TypedDict):
InferenceSpecificationName: NotRequired[str],
EnvironmentParameters: NotRequired[List[EnvironmentParameterTypeDef]], # (1)
CompilationJobName: NotRequired[str],NestedFiltersTypeDef#
# NestedFiltersTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import NestedFiltersTypeDef
def get_value() -> NestedFiltersTypeDef:
return {
"NestedPropertyName": ...,
}
# NestedFiltersTypeDef definition
class NestedFiltersTypeDef(TypedDict):
NestedPropertyName: str,
Filters: Sequence[FilterTypeDef], # (1)- See FilterTypeDef
HyperParameterTrainingJobSummaryTypeDef#
# HyperParameterTrainingJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTrainingJobSummaryTypeDef
def get_value() -> HyperParameterTrainingJobSummaryTypeDef:
return {
"TrainingJobDefinitionName": ...,
}
# HyperParameterTrainingJobSummaryTypeDef definition
class HyperParameterTrainingJobSummaryTypeDef(TypedDict):
TrainingJobName: str,
TrainingJobArn: str,
CreationTime: datetime,
TrainingJobStatus: TrainingJobStatusType, # (1)
TunedHyperParameters: Dict[str, str],
TrainingJobDefinitionName: NotRequired[str],
TuningJobName: NotRequired[str],
TrainingStartTime: NotRequired[datetime],
TrainingEndTime: NotRequired[datetime],
FailureReason: NotRequired[str],
FinalHyperParameterTuningJobObjectiveMetric: NotRequired[FinalHyperParameterTuningJobObjectiveMetricTypeDef], # (2)
ObjectiveStatus: NotRequired[ObjectiveStatusType], # (3)- See TrainingJobStatusType
- See FinalHyperParameterTuningJobObjectiveMetricTypeDef
- See ObjectiveStatusType
ListFlowDefinitionsResponseTypeDef#
# ListFlowDefinitionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFlowDefinitionsResponseTypeDef
def get_value() -> ListFlowDefinitionsResponseTypeDef:
return {
"FlowDefinitionSummaries": ...,
}
# ListFlowDefinitionsResponseTypeDef definition
class ListFlowDefinitionsResponseTypeDef(TypedDict):
FlowDefinitionSummaries: List[FlowDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],GetScalingConfigurationRecommendationRequestTypeDef#
# GetScalingConfigurationRecommendationRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetScalingConfigurationRecommendationRequestTypeDef
def get_value() -> GetScalingConfigurationRecommendationRequestTypeDef:
return {
"InferenceRecommendationsJobName": ...,
}
# GetScalingConfigurationRecommendationRequestTypeDef definition
class GetScalingConfigurationRecommendationRequestTypeDef(TypedDict):
InferenceRecommendationsJobName: str,
RecommendationId: NotRequired[str],
EndpointName: NotRequired[str],
TargetCpuUtilizationPerCore: NotRequired[int],
ScalingPolicyObjective: NotRequired[ScalingPolicyObjectiveTypeDef], # (1)GetSearchSuggestionsResponseTypeDef#
# GetSearchSuggestionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetSearchSuggestionsResponseTypeDef
def get_value() -> GetSearchSuggestionsResponseTypeDef:
return {
"PropertyNameSuggestions": ...,
}
# GetSearchSuggestionsResponseTypeDef definition
class GetSearchSuggestionsResponseTypeDef(TypedDict):
PropertyNameSuggestions: List[PropertyNameSuggestionTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)UpdateCodeRepositoryInputTypeDef#
# UpdateCodeRepositoryInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateCodeRepositoryInputTypeDef
def get_value() -> UpdateCodeRepositoryInputTypeDef:
return {
"CodeRepositoryName": ...,
}
# UpdateCodeRepositoryInputTypeDef definition
class UpdateCodeRepositoryInputTypeDef(TypedDict):
CodeRepositoryName: str,
GitConfig: NotRequired[GitConfigForUpdateTypeDef], # (1)StudioWebPortalSettingsOutputTypeDef#
# StudioWebPortalSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StudioWebPortalSettingsOutputTypeDef
def get_value() -> StudioWebPortalSettingsOutputTypeDef:
return {
"HiddenMlTools": ...,
}
# StudioWebPortalSettingsOutputTypeDef definition
class StudioWebPortalSettingsOutputTypeDef(TypedDict):
HiddenMlTools: NotRequired[List[MlToolsType]], # (1)
HiddenAppTypes: NotRequired[List[AppTypeType]], # (2)
HiddenInstanceTypes: NotRequired[List[AppInstanceTypeType]], # (3)
HiddenSageMakerImageVersionAliases: NotRequired[List[HiddenSageMakerImageOutputTypeDef]], # (4)- See MlToolsType
- See AppTypeType
- See AppInstanceTypeType
- See HiddenSageMakerImageOutputTypeDef
StudioWebPortalSettingsTypeDef#
# StudioWebPortalSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StudioWebPortalSettingsTypeDef
def get_value() -> StudioWebPortalSettingsTypeDef:
return {
"HiddenMlTools": ...,
}
# StudioWebPortalSettingsTypeDef definition
class StudioWebPortalSettingsTypeDef(TypedDict):
HiddenMlTools: NotRequired[Sequence[MlToolsType]], # (1)
HiddenAppTypes: NotRequired[Sequence[AppTypeType]], # (2)
HiddenInstanceTypes: NotRequired[Sequence[AppInstanceTypeType]], # (3)
HiddenSageMakerImageVersionAliases: NotRequired[Sequence[HiddenSageMakerImageTypeDef]], # (4)- See MlToolsType
- See AppTypeType
- See AppInstanceTypeType
- See HiddenSageMakerImageTypeDef
ListHubContentVersionsResponseTypeDef#
# ListHubContentVersionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubContentVersionsResponseTypeDef
def get_value() -> ListHubContentVersionsResponseTypeDef:
return {
"HubContentSummaries": ...,
}
# ListHubContentVersionsResponseTypeDef definition
class ListHubContentVersionsResponseTypeDef(TypedDict):
HubContentSummaries: List[HubContentInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListHubContentsResponseTypeDef#
# ListHubContentsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubContentsResponseTypeDef
def get_value() -> ListHubContentsResponseTypeDef:
return {
"HubContentSummaries": ...,
}
# ListHubContentsResponseTypeDef definition
class ListHubContentsResponseTypeDef(TypedDict):
HubContentSummaries: List[HubContentInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListHubsResponseTypeDef#
# ListHubsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHubsResponseTypeDef
def get_value() -> ListHubsResponseTypeDef:
return {
"HubSummaries": ...,
}
# ListHubsResponseTypeDef definition
class ListHubsResponseTypeDef(TypedDict):
HubSummaries: List[HubInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],HumanLoopActivationConfigTypeDef#
# HumanLoopActivationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanLoopActivationConfigTypeDef
def get_value() -> HumanLoopActivationConfigTypeDef:
return {
"HumanLoopActivationConditionsConfig": ...,
}
# HumanLoopActivationConfigTypeDef definition
class HumanLoopActivationConfigTypeDef(TypedDict):
HumanLoopActivationConditionsConfig: HumanLoopActivationConditionsConfigTypeDef, # (1)ListHumanTaskUisResponseTypeDef#
# ListHumanTaskUisResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHumanTaskUisResponseTypeDef
def get_value() -> ListHumanTaskUisResponseTypeDef:
return {
"HumanTaskUiSummaries": ...,
}
# ListHumanTaskUisResponseTypeDef definition
class ListHumanTaskUisResponseTypeDef(TypedDict):
HumanTaskUiSummaries: List[HumanTaskUiSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],HyperParameterTuningResourceConfigOutputTypeDef#
# HyperParameterTuningResourceConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningResourceConfigOutputTypeDef
def get_value() -> HyperParameterTuningResourceConfigOutputTypeDef:
return {
"InstanceType": ...,
}
# HyperParameterTuningResourceConfigOutputTypeDef definition
class HyperParameterTuningResourceConfigOutputTypeDef(TypedDict):
InstanceType: NotRequired[TrainingInstanceTypeType], # (1)
InstanceCount: NotRequired[int],
VolumeSizeInGB: NotRequired[int],
VolumeKmsKeyId: NotRequired[str],
AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType], # (2)
InstanceConfigs: NotRequired[List[HyperParameterTuningInstanceConfigTypeDef]], # (3)- See TrainingInstanceTypeType
- See HyperParameterTuningAllocationStrategyType
- See HyperParameterTuningInstanceConfigTypeDef
HyperParameterTuningResourceConfigTypeDef#
# HyperParameterTuningResourceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningResourceConfigTypeDef
def get_value() -> HyperParameterTuningResourceConfigTypeDef:
return {
"InstanceType": ...,
}
# HyperParameterTuningResourceConfigTypeDef definition
class HyperParameterTuningResourceConfigTypeDef(TypedDict):
InstanceType: NotRequired[TrainingInstanceTypeType], # (1)
InstanceCount: NotRequired[int],
VolumeSizeInGB: NotRequired[int],
VolumeKmsKeyId: NotRequired[str],
AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType], # (2)
InstanceConfigs: NotRequired[Sequence[HyperParameterTuningInstanceConfigTypeDef]], # (3)- See TrainingInstanceTypeType
- See HyperParameterTuningAllocationStrategyType
- See HyperParameterTuningInstanceConfigTypeDef
HyperParameterTuningJobSummaryTypeDef#
# HyperParameterTuningJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobSummaryTypeDef
def get_value() -> HyperParameterTuningJobSummaryTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# HyperParameterTuningJobSummaryTypeDef definition
class HyperParameterTuningJobSummaryTypeDef(TypedDict):
HyperParameterTuningJobName: str,
HyperParameterTuningJobArn: str,
HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType, # (1)
Strategy: HyperParameterTuningJobStrategyTypeType, # (2)
CreationTime: datetime,
TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef, # (3)
ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef, # (4)
HyperParameterTuningEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
ResourceLimits: NotRequired[ResourceLimitsTypeDef], # (5)- See HyperParameterTuningJobStatusType
- See HyperParameterTuningJobStrategyTypeType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See ResourceLimitsTypeDef
HyperParameterTuningJobStrategyConfigTypeDef#
# HyperParameterTuningJobStrategyConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobStrategyConfigTypeDef
def get_value() -> HyperParameterTuningJobStrategyConfigTypeDef:
return {
"HyperbandStrategyConfig": ...,
}
# HyperParameterTuningJobStrategyConfigTypeDef definition
class HyperParameterTuningJobStrategyConfigTypeDef(TypedDict):
HyperbandStrategyConfig: NotRequired[HyperbandStrategyConfigTypeDef], # (1)HyperParameterTuningJobWarmStartConfigOutputTypeDef#
# HyperParameterTuningJobWarmStartConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobWarmStartConfigOutputTypeDef
def get_value() -> HyperParameterTuningJobWarmStartConfigOutputTypeDef:
return {
"ParentHyperParameterTuningJobs": ...,
}
# HyperParameterTuningJobWarmStartConfigOutputTypeDef definition
class HyperParameterTuningJobWarmStartConfigOutputTypeDef(TypedDict):
ParentHyperParameterTuningJobs: List[ParentHyperParameterTuningJobTypeDef], # (1)
WarmStartType: HyperParameterTuningJobWarmStartTypeType, # (2)HyperParameterTuningJobWarmStartConfigTypeDef#
# HyperParameterTuningJobWarmStartConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobWarmStartConfigTypeDef
def get_value() -> HyperParameterTuningJobWarmStartConfigTypeDef:
return {
"ParentHyperParameterTuningJobs": ...,
}
# HyperParameterTuningJobWarmStartConfigTypeDef definition
class HyperParameterTuningJobWarmStartConfigTypeDef(TypedDict):
ParentHyperParameterTuningJobs: Sequence[ParentHyperParameterTuningJobTypeDef], # (1)
WarmStartType: HyperParameterTuningJobWarmStartTypeType, # (2)UserContextTypeDef#
# UserContextTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UserContextTypeDef
def get_value() -> UserContextTypeDef:
return {
"UserProfileArn": ...,
}
# UserContextTypeDef definition
class UserContextTypeDef(TypedDict):
UserProfileArn: NotRequired[str],
UserProfileName: NotRequired[str],
DomainId: NotRequired[str],
IamIdentity: NotRequired[IamIdentityTypeDef], # (1)S3PresignTypeDef#
# S3PresignTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import S3PresignTypeDef
def get_value() -> S3PresignTypeDef:
return {
"IamPolicyConstraints": ...,
}
# S3PresignTypeDef definition
class S3PresignTypeDef(TypedDict):
IamPolicyConstraints: NotRequired[IamPolicyConstraintsTypeDef], # (1)ImageConfigTypeDef#
# ImageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ImageConfigTypeDef
def get_value() -> ImageConfigTypeDef:
return {
"RepositoryAccessMode": ...,
}
# ImageConfigTypeDef definition
class ImageConfigTypeDef(TypedDict):
RepositoryAccessMode: RepositoryAccessModeType, # (1)
RepositoryAuthConfig: NotRequired[RepositoryAuthConfigTypeDef], # (2)ListImagesResponseTypeDef#
# ListImagesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImagesResponseTypeDef
def get_value() -> ListImagesResponseTypeDef:
return {
"Images": ...,
}
# ListImagesResponseTypeDef definition
class ListImagesResponseTypeDef(TypedDict):
Images: List[ImageTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],- See ImageTypeDef
- See ResponseMetadataTypeDef
ListImageVersionsResponseTypeDef#
# ListImageVersionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImageVersionsResponseTypeDef
def get_value() -> ListImageVersionsResponseTypeDef:
return {
"ImageVersions": ...,
}
# ListImageVersionsResponseTypeDef definition
class ListImageVersionsResponseTypeDef(TypedDict):
ImageVersions: List[ImageVersionTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],InferenceComponentSpecificationTypeDef#
# InferenceComponentSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentSpecificationTypeDef
def get_value() -> InferenceComponentSpecificationTypeDef:
return {
"ModelName": ...,
}
# InferenceComponentSpecificationTypeDef definition
class InferenceComponentSpecificationTypeDef(TypedDict):
ModelName: NotRequired[str],
Container: NotRequired[InferenceComponentContainerSpecificationTypeDef], # (1)
StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef], # (2)
ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef], # (3)
BaseInferenceComponentName: NotRequired[str],- See InferenceComponentContainerSpecificationTypeDef
- See InferenceComponentStartupParametersTypeDef
- See InferenceComponentComputeResourceRequirementsTypeDef
ListInferenceComponentsOutputTypeDef#
# ListInferenceComponentsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceComponentsOutputTypeDef
def get_value() -> ListInferenceComponentsOutputTypeDef:
return {
"InferenceComponents": ...,
}
# ListInferenceComponentsOutputTypeDef definition
class ListInferenceComponentsOutputTypeDef(TypedDict):
InferenceComponents: List[InferenceComponentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListInferenceRecommendationsJobsResponseTypeDef#
# ListInferenceRecommendationsJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsResponseTypeDef
def get_value() -> ListInferenceRecommendationsJobsResponseTypeDef:
return {
"InferenceRecommendationsJobs": ...,
}
# ListInferenceRecommendationsJobsResponseTypeDef definition
class ListInferenceRecommendationsJobsResponseTypeDef(TypedDict):
InferenceRecommendationsJobs: List[InferenceRecommendationsJobTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ResourceConfigOutputTypeDef#
# ResourceConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceConfigOutputTypeDef
def get_value() -> ResourceConfigOutputTypeDef:
return {
"InstanceType": ...,
}
# ResourceConfigOutputTypeDef definition
class ResourceConfigOutputTypeDef(TypedDict):
VolumeSizeInGB: int,
InstanceType: NotRequired[TrainingInstanceTypeType], # (1)
InstanceCount: NotRequired[int],
VolumeKmsKeyId: NotRequired[str],
KeepAlivePeriodInSeconds: NotRequired[int],
InstanceGroups: NotRequired[List[InstanceGroupTypeDef]], # (2)
TrainingPlanArn: NotRequired[str],ResourceConfigTypeDef#
# ResourceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ResourceConfigTypeDef
def get_value() -> ResourceConfigTypeDef:
return {
"InstanceType": ...,
}
# ResourceConfigTypeDef definition
class ResourceConfigTypeDef(TypedDict):
VolumeSizeInGB: int,
InstanceType: NotRequired[TrainingInstanceTypeType], # (1)
InstanceCount: NotRequired[int],
VolumeKmsKeyId: NotRequired[str],
KeepAlivePeriodInSeconds: NotRequired[int],
InstanceGroups: NotRequired[Sequence[InstanceGroupTypeDef]], # (2)
TrainingPlanArn: NotRequired[str],ParameterRangeOutputTypeDef#
# ParameterRangeOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParameterRangeOutputTypeDef
def get_value() -> ParameterRangeOutputTypeDef:
return {
"IntegerParameterRangeSpecification": ...,
}
# ParameterRangeOutputTypeDef definition
class ParameterRangeOutputTypeDef(TypedDict):
IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef], # (1)
ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef], # (2)
CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationOutputTypeDef], # (3)- See IntegerParameterRangeSpecificationTypeDef
- See ContinuousParameterRangeSpecificationTypeDef
- See CategoricalParameterRangeSpecificationOutputTypeDef
ParameterRangeTypeDef#
# ParameterRangeTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParameterRangeTypeDef
def get_value() -> ParameterRangeTypeDef:
return {
"IntegerParameterRangeSpecification": ...,
}
# ParameterRangeTypeDef definition
class ParameterRangeTypeDef(TypedDict):
IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef], # (1)
ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef], # (2)
CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationTypeDef], # (3)- See IntegerParameterRangeSpecificationTypeDef
- See ContinuousParameterRangeSpecificationTypeDef
- See CategoricalParameterRangeSpecificationTypeDef
ParameterRangesOutputTypeDef#
# ParameterRangesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParameterRangesOutputTypeDef
def get_value() -> ParameterRangesOutputTypeDef:
return {
"IntegerParameterRanges": ...,
}
# ParameterRangesOutputTypeDef definition
class ParameterRangesOutputTypeDef(TypedDict):
IntegerParameterRanges: NotRequired[List[IntegerParameterRangeTypeDef]], # (1)
ContinuousParameterRanges: NotRequired[List[ContinuousParameterRangeTypeDef]], # (2)
CategoricalParameterRanges: NotRequired[List[CategoricalParameterRangeOutputTypeDef]], # (3)
AutoParameters: NotRequired[List[AutoParameterTypeDef]], # (4)- See IntegerParameterRangeTypeDef
- See ContinuousParameterRangeTypeDef
- See CategoricalParameterRangeOutputTypeDef
- See AutoParameterTypeDef
KernelGatewayImageConfigOutputTypeDef#
# KernelGatewayImageConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KernelGatewayImageConfigOutputTypeDef
def get_value() -> KernelGatewayImageConfigOutputTypeDef:
return {
"KernelSpecs": ...,
}
# KernelGatewayImageConfigOutputTypeDef definition
class KernelGatewayImageConfigOutputTypeDef(TypedDict):
KernelSpecs: List[KernelSpecTypeDef], # (1)
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (2)KernelGatewayImageConfigTypeDef#
# KernelGatewayImageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import KernelGatewayImageConfigTypeDef
def get_value() -> KernelGatewayImageConfigTypeDef:
return {
"KernelSpecs": ...,
}
# KernelGatewayImageConfigTypeDef definition
class KernelGatewayImageConfigTypeDef(TypedDict):
KernelSpecs: Sequence[KernelSpecTypeDef], # (1)
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (2)LabelingJobForWorkteamSummaryTypeDef#
# LabelingJobForWorkteamSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobForWorkteamSummaryTypeDef
def get_value() -> LabelingJobForWorkteamSummaryTypeDef:
return {
"LabelingJobName": ...,
}
# LabelingJobForWorkteamSummaryTypeDef definition
class LabelingJobForWorkteamSummaryTypeDef(TypedDict):
JobReferenceCode: str,
WorkRequesterAccountId: str,
CreationTime: datetime,
LabelingJobName: NotRequired[str],
LabelCounters: NotRequired[LabelCountersForWorkteamTypeDef], # (1)
NumberOfHumanWorkersPerDataObject: NotRequired[int],LabelingJobDataSourceTypeDef#
# LabelingJobDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobDataSourceTypeDef
def get_value() -> LabelingJobDataSourceTypeDef:
return {
"S3DataSource": ...,
}
# LabelingJobDataSourceTypeDef definition
class LabelingJobDataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[LabelingJobS3DataSourceTypeDef], # (1)
SnsDataSource: NotRequired[LabelingJobSnsDataSourceTypeDef], # (2)ListLineageGroupsResponseTypeDef#
# ListLineageGroupsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLineageGroupsResponseTypeDef
def get_value() -> ListLineageGroupsResponseTypeDef:
return {
"LineageGroupSummaries": ...,
}
# ListLineageGroupsResponseTypeDef definition
class ListLineageGroupsResponseTypeDef(TypedDict):
LineageGroupSummaries: List[LineageGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListActionsRequestPaginateTypeDef#
# ListActionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListActionsRequestPaginateTypeDef
def get_value() -> ListActionsRequestPaginateTypeDef:
return {
"SourceUri": ...,
}
# ListActionsRequestPaginateTypeDef definition
class ListActionsRequestPaginateTypeDef(TypedDict):
SourceUri: NotRequired[str],
ActionType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortActionsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortActionsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAlgorithmsInputPaginateTypeDef#
# ListAlgorithmsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAlgorithmsInputPaginateTypeDef
def get_value() -> ListAlgorithmsInputPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListAlgorithmsInputPaginateTypeDef definition
class ListAlgorithmsInputPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[AlgorithmSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See AlgorithmSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAliasesRequestPaginateTypeDef#
# ListAliasesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAliasesRequestPaginateTypeDef
def get_value() -> ListAliasesRequestPaginateTypeDef:
return {
"ImageName": ...,
}
# ListAliasesRequestPaginateTypeDef definition
class ListAliasesRequestPaginateTypeDef(TypedDict):
ImageName: str,
Alias: NotRequired[str],
Version: NotRequired[int],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListAppImageConfigsRequestPaginateTypeDef#
# ListAppImageConfigsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppImageConfigsRequestPaginateTypeDef
def get_value() -> ListAppImageConfigsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListAppImageConfigsRequestPaginateTypeDef definition
class ListAppImageConfigsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
ModifiedTimeBefore: NotRequired[TimestampTypeDef],
ModifiedTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[AppImageConfigSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListAppsRequestPaginateTypeDef#
# ListAppsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppsRequestPaginateTypeDef
def get_value() -> ListAppsRequestPaginateTypeDef:
return {
"SortOrder": ...,
}
# ListAppsRequestPaginateTypeDef definition
class ListAppsRequestPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[AppSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameEquals: NotRequired[str],
SpaceNameEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortOrderType
- See AppSortKeyType
- See PaginatorConfigTypeDef
ListArtifactsRequestPaginateTypeDef#
# ListArtifactsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListArtifactsRequestPaginateTypeDef
def get_value() -> ListArtifactsRequestPaginateTypeDef:
return {
"SourceUri": ...,
}
# ListArtifactsRequestPaginateTypeDef definition
class ListArtifactsRequestPaginateTypeDef(TypedDict):
SourceUri: NotRequired[str],
ArtifactType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortArtifactsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortArtifactsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAssociationsRequestPaginateTypeDef#
# ListAssociationsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAssociationsRequestPaginateTypeDef
def get_value() -> ListAssociationsRequestPaginateTypeDef:
return {
"SourceArn": ...,
}
# ListAssociationsRequestPaginateTypeDef definition
class ListAssociationsRequestPaginateTypeDef(TypedDict):
SourceArn: NotRequired[str],
DestinationArn: NotRequired[str],
SourceType: NotRequired[str],
DestinationType: NotRequired[str],
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortAssociationsByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)ListAutoMLJobsRequestPaginateTypeDef#
# ListAutoMLJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAutoMLJobsRequestPaginateTypeDef
def get_value() -> ListAutoMLJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListAutoMLJobsRequestPaginateTypeDef definition
class ListAutoMLJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[AutoMLJobStatusType], # (1)
SortOrder: NotRequired[AutoMLSortOrderType], # (2)
SortBy: NotRequired[AutoMLSortByType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See AutoMLJobStatusType
- See AutoMLSortOrderType
- See AutoMLSortByType
- See PaginatorConfigTypeDef
ListCandidatesForAutoMLJobRequestPaginateTypeDef#
# ListCandidatesForAutoMLJobRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobRequestPaginateTypeDef
def get_value() -> ListCandidatesForAutoMLJobRequestPaginateTypeDef:
return {
"AutoMLJobName": ...,
}
# ListCandidatesForAutoMLJobRequestPaginateTypeDef definition
class ListCandidatesForAutoMLJobRequestPaginateTypeDef(TypedDict):
AutoMLJobName: str,
StatusEquals: NotRequired[CandidateStatusType], # (1)
CandidateNameEquals: NotRequired[str],
SortOrder: NotRequired[AutoMLSortOrderType], # (2)
SortBy: NotRequired[CandidateSortByType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)ListClusterNodesRequestPaginateTypeDef#
# ListClusterNodesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterNodesRequestPaginateTypeDef
def get_value() -> ListClusterNodesRequestPaginateTypeDef:
return {
"ClusterName": ...,
}
# ListClusterNodesRequestPaginateTypeDef definition
class ListClusterNodesRequestPaginateTypeDef(TypedDict):
ClusterName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
InstanceGroupNameContains: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ClusterSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListClusterSchedulerConfigsRequestPaginateTypeDef#
# ListClusterSchedulerConfigsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterSchedulerConfigsRequestPaginateTypeDef
def get_value() -> ListClusterSchedulerConfigsRequestPaginateTypeDef:
return {
"CreatedAfter": ...,
}
# ListClusterSchedulerConfigsRequestPaginateTypeDef definition
class ListClusterSchedulerConfigsRequestPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ClusterArn: NotRequired[str],
Status: NotRequired[SchedulerResourceStatusType], # (1)
SortBy: NotRequired[SortClusterSchedulerConfigByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See SchedulerResourceStatusType
- See SortClusterSchedulerConfigByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListClustersRequestPaginateTypeDef#
# ListClustersRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClustersRequestPaginateTypeDef
def get_value() -> ListClustersRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListClustersRequestPaginateTypeDef definition
class ListClustersRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
TrainingPlanArn: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ClusterSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListCodeRepositoriesInputPaginateTypeDef#
# ListCodeRepositoriesInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCodeRepositoriesInputPaginateTypeDef
def get_value() -> ListCodeRepositoriesInputPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListCodeRepositoriesInputPaginateTypeDef definition
class ListCodeRepositoriesInputPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[CodeRepositorySortByType], # (1)
SortOrder: NotRequired[CodeRepositorySortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListCompilationJobsRequestPaginateTypeDef#
# ListCompilationJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCompilationJobsRequestPaginateTypeDef
def get_value() -> ListCompilationJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListCompilationJobsRequestPaginateTypeDef definition
class ListCompilationJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[CompilationJobStatusType], # (1)
SortBy: NotRequired[ListCompilationJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See CompilationJobStatusType
- See ListCompilationJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListComputeQuotasRequestPaginateTypeDef#
# ListComputeQuotasRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListComputeQuotasRequestPaginateTypeDef
def get_value() -> ListComputeQuotasRequestPaginateTypeDef:
return {
"CreatedAfter": ...,
}
# ListComputeQuotasRequestPaginateTypeDef definition
class ListComputeQuotasRequestPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
Status: NotRequired[SchedulerResourceStatusType], # (1)
ClusterArn: NotRequired[str],
SortBy: NotRequired[SortQuotaByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)ListContextsRequestPaginateTypeDef#
# ListContextsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListContextsRequestPaginateTypeDef
def get_value() -> ListContextsRequestPaginateTypeDef:
return {
"SourceUri": ...,
}
# ListContextsRequestPaginateTypeDef definition
class ListContextsRequestPaginateTypeDef(TypedDict):
SourceUri: NotRequired[str],
ContextType: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortContextsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortContextsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListDataQualityJobDefinitionsRequestPaginateTypeDef#
# ListDataQualityJobDefinitionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsRequestPaginateTypeDef
def get_value() -> ListDataQualityJobDefinitionsRequestPaginateTypeDef:
return {
"EndpointName": ...,
}
# ListDataQualityJobDefinitionsRequestPaginateTypeDef definition
class ListDataQualityJobDefinitionsRequestPaginateTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListDeviceFleetsRequestPaginateTypeDef#
# ListDeviceFleetsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDeviceFleetsRequestPaginateTypeDef
def get_value() -> ListDeviceFleetsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListDeviceFleetsRequestPaginateTypeDef definition
class ListDeviceFleetsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ListDeviceFleetsSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListDevicesRequestPaginateTypeDef#
# ListDevicesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDevicesRequestPaginateTypeDef
def get_value() -> ListDevicesRequestPaginateTypeDef:
return {
"LatestHeartbeatAfter": ...,
}
# ListDevicesRequestPaginateTypeDef definition
class ListDevicesRequestPaginateTypeDef(TypedDict):
LatestHeartbeatAfter: NotRequired[TimestampTypeDef],
ModelName: NotRequired[str],
DeviceFleetName: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListDomainsRequestPaginateTypeDef#
# ListDomainsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDomainsRequestPaginateTypeDef
def get_value() -> ListDomainsRequestPaginateTypeDef:
return {
"PaginationConfig": ...,
}
# ListDomainsRequestPaginateTypeDef definition
class ListDomainsRequestPaginateTypeDef(TypedDict):
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListEdgeDeploymentPlansRequestPaginateTypeDef#
# ListEdgeDeploymentPlansRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansRequestPaginateTypeDef
def get_value() -> ListEdgeDeploymentPlansRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListEdgeDeploymentPlansRequestPaginateTypeDef definition
class ListEdgeDeploymentPlansRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
DeviceFleetNameContains: NotRequired[str],
SortBy: NotRequired[ListEdgeDeploymentPlansSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListEdgePackagingJobsRequestPaginateTypeDef#
# ListEdgePackagingJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEdgePackagingJobsRequestPaginateTypeDef
def get_value() -> ListEdgePackagingJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListEdgePackagingJobsRequestPaginateTypeDef definition
class ListEdgePackagingJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ModelNameContains: NotRequired[str],
StatusEquals: NotRequired[EdgePackagingJobStatusType], # (1)
SortBy: NotRequired[ListEdgePackagingJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See EdgePackagingJobStatusType
- See ListEdgePackagingJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListEndpointConfigsInputPaginateTypeDef#
# ListEndpointConfigsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointConfigsInputPaginateTypeDef
def get_value() -> ListEndpointConfigsInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListEndpointConfigsInputPaginateTypeDef definition
class ListEndpointConfigsInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[EndpointConfigSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListEndpointsInputPaginateTypeDef#
# ListEndpointsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListEndpointsInputPaginateTypeDef
def get_value() -> ListEndpointsInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListEndpointsInputPaginateTypeDef definition
class ListEndpointsInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[EndpointSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[EndpointStatusType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See EndpointSortKeyType
- See OrderKeyType
- See EndpointStatusType
- See PaginatorConfigTypeDef
ListExperimentsRequestPaginateTypeDef#
# ListExperimentsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListExperimentsRequestPaginateTypeDef
def get_value() -> ListExperimentsRequestPaginateTypeDef:
return {
"CreatedAfter": ...,
}
# ListExperimentsRequestPaginateTypeDef definition
class ListExperimentsRequestPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortExperimentsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortExperimentsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListFeatureGroupsRequestPaginateTypeDef#
# ListFeatureGroupsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFeatureGroupsRequestPaginateTypeDef
def get_value() -> ListFeatureGroupsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListFeatureGroupsRequestPaginateTypeDef definition
class ListFeatureGroupsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
FeatureGroupStatusEquals: NotRequired[FeatureGroupStatusType], # (1)
OfflineStoreStatusEquals: NotRequired[OfflineStoreStatusValueType], # (2)
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[FeatureGroupSortOrderType], # (3)
SortBy: NotRequired[FeatureGroupSortByType], # (4)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See FeatureGroupStatusType
- See OfflineStoreStatusValueType
- See FeatureGroupSortOrderType
- See FeatureGroupSortByType
- See PaginatorConfigTypeDef
ListFlowDefinitionsRequestPaginateTypeDef#
# ListFlowDefinitionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFlowDefinitionsRequestPaginateTypeDef
def get_value() -> ListFlowDefinitionsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListFlowDefinitionsRequestPaginateTypeDef definition
class ListFlowDefinitionsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListHumanTaskUisRequestPaginateTypeDef#
# ListHumanTaskUisRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHumanTaskUisRequestPaginateTypeDef
def get_value() -> ListHumanTaskUisRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListHumanTaskUisRequestPaginateTypeDef definition
class ListHumanTaskUisRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListHyperParameterTuningJobsRequestPaginateTypeDef#
# ListHyperParameterTuningJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsRequestPaginateTypeDef
def get_value() -> ListHyperParameterTuningJobsRequestPaginateTypeDef:
return {
"SortBy": ...,
}
# ListHyperParameterTuningJobsRequestPaginateTypeDef definition
class ListHyperParameterTuningJobsRequestPaginateTypeDef(TypedDict):
SortBy: NotRequired[HyperParameterTuningJobSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[HyperParameterTuningJobStatusType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See HyperParameterTuningJobSortByOptionsType
- See SortOrderType
- See HyperParameterTuningJobStatusType
- See PaginatorConfigTypeDef
ListImageVersionsRequestPaginateTypeDef#
# ListImageVersionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImageVersionsRequestPaginateTypeDef
def get_value() -> ListImageVersionsRequestPaginateTypeDef:
return {
"ImageName": ...,
}
# ListImageVersionsRequestPaginateTypeDef definition
class ListImageVersionsRequestPaginateTypeDef(TypedDict):
ImageName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[ImageVersionSortByType], # (1)
SortOrder: NotRequired[ImageVersionSortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListImagesRequestPaginateTypeDef#
# ListImagesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListImagesRequestPaginateTypeDef
def get_value() -> ListImagesRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListImagesRequestPaginateTypeDef definition
class ListImagesRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ImageSortByType], # (1)
SortOrder: NotRequired[ImageSortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ImageSortByType
- See ImageSortOrderType
- See PaginatorConfigTypeDef
ListInferenceComponentsInputPaginateTypeDef#
# ListInferenceComponentsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceComponentsInputPaginateTypeDef
def get_value() -> ListInferenceComponentsInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListInferenceComponentsInputPaginateTypeDef definition
class ListInferenceComponentsInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[InferenceComponentSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[InferenceComponentStatusType], # (3)
EndpointNameEquals: NotRequired[str],
VariantNameEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See InferenceComponentSortKeyType
- See OrderKeyType
- See InferenceComponentStatusType
- See PaginatorConfigTypeDef
ListInferenceExperimentsRequestPaginateTypeDef#
# ListInferenceExperimentsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceExperimentsRequestPaginateTypeDef
def get_value() -> ListInferenceExperimentsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListInferenceExperimentsRequestPaginateTypeDef definition
class ListInferenceExperimentsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
Type: NotRequired[InferenceExperimentTypeType], # (1)
StatusEquals: NotRequired[InferenceExperimentStatusType], # (2)
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortInferenceExperimentsByType], # (3)
SortOrder: NotRequired[SortOrderType], # (4)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See InferenceExperimentTypeType
- See InferenceExperimentStatusType
- See SortInferenceExperimentsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListInferenceRecommendationsJobStepsRequestPaginateTypeDef#
# ListInferenceRecommendationsJobStepsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsRequestPaginateTypeDef
def get_value() -> ListInferenceRecommendationsJobStepsRequestPaginateTypeDef:
return {
"JobName": ...,
}
# ListInferenceRecommendationsJobStepsRequestPaginateTypeDef definition
class ListInferenceRecommendationsJobStepsRequestPaginateTypeDef(TypedDict):
JobName: str,
Status: NotRequired[RecommendationJobStatusType], # (1)
StepType: NotRequired[RecommendationStepTypeType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListInferenceRecommendationsJobsRequestPaginateTypeDef#
# ListInferenceRecommendationsJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsRequestPaginateTypeDef
def get_value() -> ListInferenceRecommendationsJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListInferenceRecommendationsJobsRequestPaginateTypeDef definition
class ListInferenceRecommendationsJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[RecommendationJobStatusType], # (1)
SortBy: NotRequired[ListInferenceRecommendationsJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
ModelNameEquals: NotRequired[str],
ModelPackageVersionArnEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See RecommendationJobStatusType
- See ListInferenceRecommendationsJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListLabelingJobsForWorkteamRequestPaginateTypeDef#
# ListLabelingJobsForWorkteamRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamRequestPaginateTypeDef
def get_value() -> ListLabelingJobsForWorkteamRequestPaginateTypeDef:
return {
"WorkteamArn": ...,
}
# ListLabelingJobsForWorkteamRequestPaginateTypeDef definition
class ListLabelingJobsForWorkteamRequestPaginateTypeDef(TypedDict):
WorkteamArn: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
JobReferenceCodeContains: NotRequired[str],
SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListLabelingJobsRequestPaginateTypeDef#
# ListLabelingJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsRequestPaginateTypeDef
def get_value() -> ListLabelingJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListLabelingJobsRequestPaginateTypeDef definition
class ListLabelingJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[SortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
StatusEquals: NotRequired[LabelingJobStatusType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See SortByType
- See SortOrderType
- See LabelingJobStatusType
- See PaginatorConfigTypeDef
ListLineageGroupsRequestPaginateTypeDef#
# ListLineageGroupsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLineageGroupsRequestPaginateTypeDef
def get_value() -> ListLineageGroupsRequestPaginateTypeDef:
return {
"CreatedAfter": ...,
}
# ListLineageGroupsRequestPaginateTypeDef definition
class ListLineageGroupsRequestPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortLineageGroupsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListMlflowTrackingServersRequestPaginateTypeDef#
# ListMlflowTrackingServersRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMlflowTrackingServersRequestPaginateTypeDef
def get_value() -> ListMlflowTrackingServersRequestPaginateTypeDef:
return {
"CreatedAfter": ...,
}
# ListMlflowTrackingServersRequestPaginateTypeDef definition
class ListMlflowTrackingServersRequestPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
TrackingServerStatus: NotRequired[TrackingServerStatusType], # (1)
MlflowVersion: NotRequired[str],
SortBy: NotRequired[SortTrackingServerByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See TrackingServerStatusType
- See SortTrackingServerByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListModelBiasJobDefinitionsRequestPaginateTypeDef#
# ListModelBiasJobDefinitionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsRequestPaginateTypeDef
def get_value() -> ListModelBiasJobDefinitionsRequestPaginateTypeDef:
return {
"EndpointName": ...,
}
# ListModelBiasJobDefinitionsRequestPaginateTypeDef definition
class ListModelBiasJobDefinitionsRequestPaginateTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListModelCardExportJobsRequestPaginateTypeDef#
# ListModelCardExportJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardExportJobsRequestPaginateTypeDef
def get_value() -> ListModelCardExportJobsRequestPaginateTypeDef:
return {
"ModelCardName": ...,
}
# ListModelCardExportJobsRequestPaginateTypeDef definition
class ListModelCardExportJobsRequestPaginateTypeDef(TypedDict):
ModelCardName: str,
ModelCardVersion: NotRequired[int],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
ModelCardExportJobNameContains: NotRequired[str],
StatusEquals: NotRequired[ModelCardExportJobStatusType], # (1)
SortBy: NotRequired[ModelCardExportJobSortByType], # (2)
SortOrder: NotRequired[ModelCardExportJobSortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See ModelCardExportJobStatusType
- See ModelCardExportJobSortByType
- See ModelCardExportJobSortOrderType
- See PaginatorConfigTypeDef
ListModelCardVersionsRequestPaginateTypeDef#
# ListModelCardVersionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardVersionsRequestPaginateTypeDef
def get_value() -> ListModelCardVersionsRequestPaginateTypeDef:
return {
"ModelCardName": ...,
}
# ListModelCardVersionsRequestPaginateTypeDef definition
class ListModelCardVersionsRequestPaginateTypeDef(TypedDict):
ModelCardName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
SortBy: NotRequired[ModelCardVersionSortByType], # (2)
SortOrder: NotRequired[ModelCardSortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See ModelCardStatusType
- See ModelCardVersionSortByType
- See ModelCardSortOrderType
- See PaginatorConfigTypeDef
ListModelCardsRequestPaginateTypeDef#
# ListModelCardsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardsRequestPaginateTypeDef
def get_value() -> ListModelCardsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelCardsRequestPaginateTypeDef definition
class ListModelCardsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
SortBy: NotRequired[ModelCardSortByType], # (2)
SortOrder: NotRequired[ModelCardSortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See ModelCardStatusType
- See ModelCardSortByType
- See ModelCardSortOrderType
- See PaginatorConfigTypeDef
ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef#
# ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef
def get_value() -> ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef:
return {
"EndpointName": ...,
}
# ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef definition
class ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListModelPackageGroupsInputPaginateTypeDef#
# ListModelPackageGroupsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackageGroupsInputPaginateTypeDef
def get_value() -> ListModelPackageGroupsInputPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelPackageGroupsInputPaginateTypeDef definition
class ListModelPackageGroupsInputPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ModelPackageGroupSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See ModelPackageGroupSortByType
- See SortOrderType
- See CrossAccountFilterOptionType
- See PaginatorConfigTypeDef
ListModelPackagesInputPaginateTypeDef#
# ListModelPackagesInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackagesInputPaginateTypeDef
def get_value() -> ListModelPackagesInputPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListModelPackagesInputPaginateTypeDef definition
class ListModelPackagesInputPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (1)
ModelPackageGroupName: NotRequired[str],
ModelPackageType: NotRequired[ModelPackageTypeType], # (2)
SortBy: NotRequired[ModelPackageSortByType], # (3)
SortOrder: NotRequired[SortOrderType], # (4)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See ModelApprovalStatusType
- See ModelPackageTypeType
- See ModelPackageSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListModelQualityJobDefinitionsRequestPaginateTypeDef#
# ListModelQualityJobDefinitionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsRequestPaginateTypeDef
def get_value() -> ListModelQualityJobDefinitionsRequestPaginateTypeDef:
return {
"EndpointName": ...,
}
# ListModelQualityJobDefinitionsRequestPaginateTypeDef definition
class ListModelQualityJobDefinitionsRequestPaginateTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringJobDefinitionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListModelsInputPaginateTypeDef#
# ListModelsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelsInputPaginateTypeDef
def get_value() -> ListModelsInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListModelsInputPaginateTypeDef definition
class ListModelsInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[ModelSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ModelSortKeyType
- See OrderKeyType
- See PaginatorConfigTypeDef
ListMonitoringAlertHistoryRequestPaginateTypeDef#
# ListMonitoringAlertHistoryRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryRequestPaginateTypeDef
def get_value() -> ListMonitoringAlertHistoryRequestPaginateTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringAlertHistoryRequestPaginateTypeDef definition
class ListMonitoringAlertHistoryRequestPaginateTypeDef(TypedDict):
MonitoringScheduleName: NotRequired[str],
MonitoringAlertName: NotRequired[str],
SortBy: NotRequired[MonitoringAlertHistorySortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[MonitoringAlertStatusType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See MonitoringAlertHistorySortKeyType
- See SortOrderType
- See MonitoringAlertStatusType
- See PaginatorConfigTypeDef
ListMonitoringAlertsRequestPaginateTypeDef#
# ListMonitoringAlertsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertsRequestPaginateTypeDef
def get_value() -> ListMonitoringAlertsRequestPaginateTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringAlertsRequestPaginateTypeDef definition
class ListMonitoringAlertsRequestPaginateTypeDef(TypedDict):
MonitoringScheduleName: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListMonitoringExecutionsRequestPaginateTypeDef#
# ListMonitoringExecutionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringExecutionsRequestPaginateTypeDef
def get_value() -> ListMonitoringExecutionsRequestPaginateTypeDef:
return {
"MonitoringScheduleName": ...,
}
# ListMonitoringExecutionsRequestPaginateTypeDef definition
class ListMonitoringExecutionsRequestPaginateTypeDef(TypedDict):
MonitoringScheduleName: NotRequired[str],
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringExecutionSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
ScheduledTimeBefore: NotRequired[TimestampTypeDef],
ScheduledTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[ExecutionStatusType], # (3)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringTypeEquals: NotRequired[MonitoringTypeType], # (4)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See MonitoringExecutionSortKeyType
- See SortOrderType
- See ExecutionStatusType
- See MonitoringTypeType
- See PaginatorConfigTypeDef
ListMonitoringSchedulesRequestPaginateTypeDef#
# ListMonitoringSchedulesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringSchedulesRequestPaginateTypeDef
def get_value() -> ListMonitoringSchedulesRequestPaginateTypeDef:
return {
"EndpointName": ...,
}
# ListMonitoringSchedulesRequestPaginateTypeDef definition
class ListMonitoringSchedulesRequestPaginateTypeDef(TypedDict):
EndpointName: NotRequired[str],
SortBy: NotRequired[MonitoringScheduleSortKeyType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[ScheduleStatusType], # (3)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringTypeEquals: NotRequired[MonitoringTypeType], # (4)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See MonitoringScheduleSortKeyType
- See SortOrderType
- See ScheduleStatusType
- See MonitoringTypeType
- See PaginatorConfigTypeDef
ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef#
# ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef
def get_value() -> ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef definition
class ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType], # (1)
SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See NotebookInstanceLifecycleConfigSortKeyType
- See NotebookInstanceLifecycleConfigSortOrderType
- See PaginatorConfigTypeDef
ListNotebookInstancesInputPaginateTypeDef#
# ListNotebookInstancesInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstancesInputPaginateTypeDef
def get_value() -> ListNotebookInstancesInputPaginateTypeDef:
return {
"SortBy": ...,
}
# ListNotebookInstancesInputPaginateTypeDef definition
class ListNotebookInstancesInputPaginateTypeDef(TypedDict):
SortBy: NotRequired[NotebookInstanceSortKeyType], # (1)
SortOrder: NotRequired[NotebookInstanceSortOrderType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
StatusEquals: NotRequired[NotebookInstanceStatusType], # (3)
NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
DefaultCodeRepositoryContains: NotRequired[str],
AdditionalCodeRepositoryEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See NotebookInstanceSortKeyType
- See NotebookInstanceSortOrderType
- See NotebookInstanceStatusType
- See PaginatorConfigTypeDef
ListOptimizationJobsRequestPaginateTypeDef#
# ListOptimizationJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListOptimizationJobsRequestPaginateTypeDef
def get_value() -> ListOptimizationJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListOptimizationJobsRequestPaginateTypeDef definition
class ListOptimizationJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
OptimizationContains: NotRequired[str],
NameContains: NotRequired[str],
StatusEquals: NotRequired[OptimizationJobStatusType], # (1)
SortBy: NotRequired[ListOptimizationJobsSortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See OptimizationJobStatusType
- See ListOptimizationJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListPartnerAppsRequestPaginateTypeDef#
# ListPartnerAppsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPartnerAppsRequestPaginateTypeDef
def get_value() -> ListPartnerAppsRequestPaginateTypeDef:
return {
"PaginationConfig": ...,
}
# ListPartnerAppsRequestPaginateTypeDef definition
class ListPartnerAppsRequestPaginateTypeDef(TypedDict):
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListPipelineExecutionStepsRequestPaginateTypeDef#
# ListPipelineExecutionStepsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionStepsRequestPaginateTypeDef
def get_value() -> ListPipelineExecutionStepsRequestPaginateTypeDef:
return {
"PipelineExecutionArn": ...,
}
# ListPipelineExecutionStepsRequestPaginateTypeDef definition
class ListPipelineExecutionStepsRequestPaginateTypeDef(TypedDict):
PipelineExecutionArn: NotRequired[str],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListPipelineExecutionsRequestPaginateTypeDef#
# ListPipelineExecutionsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionsRequestPaginateTypeDef
def get_value() -> ListPipelineExecutionsRequestPaginateTypeDef:
return {
"PipelineName": ...,
}
# ListPipelineExecutionsRequestPaginateTypeDef definition
class ListPipelineExecutionsRequestPaginateTypeDef(TypedDict):
PipelineName: str,
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelineExecutionsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListPipelineParametersForExecutionRequestPaginateTypeDef#
# ListPipelineParametersForExecutionRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionRequestPaginateTypeDef
def get_value() -> ListPipelineParametersForExecutionRequestPaginateTypeDef:
return {
"PipelineExecutionArn": ...,
}
# ListPipelineParametersForExecutionRequestPaginateTypeDef definition
class ListPipelineParametersForExecutionRequestPaginateTypeDef(TypedDict):
PipelineExecutionArn: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListPipelinesRequestPaginateTypeDef#
# ListPipelinesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelinesRequestPaginateTypeDef
def get_value() -> ListPipelinesRequestPaginateTypeDef:
return {
"PipelineNamePrefix": ...,
}
# ListPipelinesRequestPaginateTypeDef definition
class ListPipelinesRequestPaginateTypeDef(TypedDict):
PipelineNamePrefix: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelinesByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortPipelinesByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListProcessingJobsRequestPaginateTypeDef#
# ListProcessingJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListProcessingJobsRequestPaginateTypeDef
def get_value() -> ListProcessingJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListProcessingJobsRequestPaginateTypeDef definition
class ListProcessingJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[ProcessingJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See ProcessingJobStatusType
- See SortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListResourceCatalogsRequestPaginateTypeDef#
# ListResourceCatalogsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListResourceCatalogsRequestPaginateTypeDef
def get_value() -> ListResourceCatalogsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListResourceCatalogsRequestPaginateTypeDef definition
class ListResourceCatalogsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[ResourceCatalogSortOrderType], # (1)
SortBy: NotRequired[ResourceCatalogSortByType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListSpacesRequestPaginateTypeDef#
# ListSpacesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSpacesRequestPaginateTypeDef
def get_value() -> ListSpacesRequestPaginateTypeDef:
return {
"SortOrder": ...,
}
# ListSpacesRequestPaginateTypeDef definition
class ListSpacesRequestPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[SpaceSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
SpaceNameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortOrderType
- See SpaceSortKeyType
- See PaginatorConfigTypeDef
ListStageDevicesRequestPaginateTypeDef#
# ListStageDevicesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStageDevicesRequestPaginateTypeDef
def get_value() -> ListStageDevicesRequestPaginateTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# ListStageDevicesRequestPaginateTypeDef definition
class ListStageDevicesRequestPaginateTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,
ExcludeDevicesDeployedInOtherStage: NotRequired[bool],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListStudioLifecycleConfigsRequestPaginateTypeDef#
# ListStudioLifecycleConfigsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsRequestPaginateTypeDef
def get_value() -> ListStudioLifecycleConfigsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListStudioLifecycleConfigsRequestPaginateTypeDef definition
class ListStudioLifecycleConfigsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType], # (1)
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
ModifiedTimeBefore: NotRequired[TimestampTypeDef],
ModifiedTimeAfter: NotRequired[TimestampTypeDef],
SortBy: NotRequired[StudioLifecycleConfigSortKeyType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See StudioLifecycleConfigAppTypeType
- See StudioLifecycleConfigSortKeyType
- See SortOrderType
- See PaginatorConfigTypeDef
ListSubscribedWorkteamsRequestPaginateTypeDef#
# ListSubscribedWorkteamsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSubscribedWorkteamsRequestPaginateTypeDef
def get_value() -> ListSubscribedWorkteamsRequestPaginateTypeDef:
return {
"NameContains": ...,
}
# ListSubscribedWorkteamsRequestPaginateTypeDef definition
class ListSubscribedWorkteamsRequestPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListTagsInputPaginateTypeDef#
# ListTagsInputPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTagsInputPaginateTypeDef
def get_value() -> ListTagsInputPaginateTypeDef:
return {
"ResourceArn": ...,
}
# ListTagsInputPaginateTypeDef definition
class ListTagsInputPaginateTypeDef(TypedDict):
ResourceArn: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef#
# ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef
def get_value() -> ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef definition
class ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef(TypedDict):
HyperParameterTuningJobName: str,
StatusEquals: NotRequired[TrainingJobStatusType], # (1)
SortBy: NotRequired[TrainingJobSortByOptionsType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See TrainingJobStatusType
- See TrainingJobSortByOptionsType
- See SortOrderType
- See PaginatorConfigTypeDef
ListTrainingJobsRequestPaginateTypeDef#
# ListTrainingJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsRequestPaginateTypeDef
def get_value() -> ListTrainingJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListTrainingJobsRequestPaginateTypeDef definition
class ListTrainingJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[TrainingJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType], # (4)
TrainingPlanArnEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See TrainingJobStatusType
- See SortByType
- See SortOrderType
- See WarmPoolResourceStatusType
- See PaginatorConfigTypeDef
ListTransformJobsRequestPaginateTypeDef#
# ListTransformJobsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTransformJobsRequestPaginateTypeDef
def get_value() -> ListTransformJobsRequestPaginateTypeDef:
return {
"CreationTimeAfter": ...,
}
# ListTransformJobsRequestPaginateTypeDef definition
class ListTransformJobsRequestPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
StatusEquals: NotRequired[TransformJobStatusType], # (1)
SortBy: NotRequired[SortByType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See TransformJobStatusType
- See SortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListTrialComponentsRequestPaginateTypeDef#
# ListTrialComponentsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialComponentsRequestPaginateTypeDef
def get_value() -> ListTrialComponentsRequestPaginateTypeDef:
return {
"ExperimentName": ...,
}
# ListTrialComponentsRequestPaginateTypeDef definition
class ListTrialComponentsRequestPaginateTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialName: NotRequired[str],
SourceArn: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortTrialComponentsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListTrialsRequestPaginateTypeDef#
# ListTrialsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialsRequestPaginateTypeDef
def get_value() -> ListTrialsRequestPaginateTypeDef:
return {
"ExperimentName": ...,
}
# ListTrialsRequestPaginateTypeDef definition
class ListTrialsRequestPaginateTypeDef(TypedDict):
ExperimentName: NotRequired[str],
TrialComponentName: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortTrialsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortTrialsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListUserProfilesRequestPaginateTypeDef#
# ListUserProfilesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListUserProfilesRequestPaginateTypeDef
def get_value() -> ListUserProfilesRequestPaginateTypeDef:
return {
"SortOrder": ...,
}
# ListUserProfilesRequestPaginateTypeDef definition
class ListUserProfilesRequestPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[UserProfileSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListWorkforcesRequestPaginateTypeDef#
# ListWorkforcesRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkforcesRequestPaginateTypeDef
def get_value() -> ListWorkforcesRequestPaginateTypeDef:
return {
"SortBy": ...,
}
# ListWorkforcesRequestPaginateTypeDef definition
class ListWorkforcesRequestPaginateTypeDef(TypedDict):
SortBy: NotRequired[ListWorkforcesSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListWorkteamsRequestPaginateTypeDef#
# ListWorkteamsRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkteamsRequestPaginateTypeDef
def get_value() -> ListWorkteamsRequestPaginateTypeDef:
return {
"SortBy": ...,
}
# ListWorkteamsRequestPaginateTypeDef definition
class ListWorkteamsRequestPaginateTypeDef(TypedDict):
SortBy: NotRequired[ListWorkteamsSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListDataQualityJobDefinitionsResponseTypeDef#
# ListDataQualityJobDefinitionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsResponseTypeDef
def get_value() -> ListDataQualityJobDefinitionsResponseTypeDef:
return {
"JobDefinitionSummaries": ...,
}
# ListDataQualityJobDefinitionsResponseTypeDef definition
class ListDataQualityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelBiasJobDefinitionsResponseTypeDef#
# ListModelBiasJobDefinitionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsResponseTypeDef
def get_value() -> ListModelBiasJobDefinitionsResponseTypeDef:
return {
"JobDefinitionSummaries": ...,
}
# ListModelBiasJobDefinitionsResponseTypeDef definition
class ListModelBiasJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelExplainabilityJobDefinitionsResponseTypeDef#
# ListModelExplainabilityJobDefinitionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsResponseTypeDef
def get_value() -> ListModelExplainabilityJobDefinitionsResponseTypeDef:
return {
"JobDefinitionSummaries": ...,
}
# ListModelExplainabilityJobDefinitionsResponseTypeDef definition
class ListModelExplainabilityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelQualityJobDefinitionsResponseTypeDef#
# ListModelQualityJobDefinitionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsResponseTypeDef
def get_value() -> ListModelQualityJobDefinitionsResponseTypeDef:
return {
"JobDefinitionSummaries": ...,
}
# ListModelQualityJobDefinitionsResponseTypeDef definition
class ListModelQualityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMlflowTrackingServersResponseTypeDef#
# ListMlflowTrackingServersResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMlflowTrackingServersResponseTypeDef
def get_value() -> ListMlflowTrackingServersResponseTypeDef:
return {
"TrackingServerSummaries": ...,
}
# ListMlflowTrackingServersResponseTypeDef definition
class ListMlflowTrackingServersResponseTypeDef(TypedDict):
TrackingServerSummaries: List[TrackingServerSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardExportJobsResponseTypeDef#
# ListModelCardExportJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardExportJobsResponseTypeDef
def get_value() -> ListModelCardExportJobsResponseTypeDef:
return {
"ModelCardExportJobSummaries": ...,
}
# ListModelCardExportJobsResponseTypeDef definition
class ListModelCardExportJobsResponseTypeDef(TypedDict):
ModelCardExportJobSummaries: List[ModelCardExportJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardVersionsResponseTypeDef#
# ListModelCardVersionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardVersionsResponseTypeDef
def get_value() -> ListModelCardVersionsResponseTypeDef:
return {
"ModelCardVersionSummaryList": ...,
}
# ListModelCardVersionsResponseTypeDef definition
class ListModelCardVersionsResponseTypeDef(TypedDict):
ModelCardVersionSummaryList: List[ModelCardVersionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardsResponseTypeDef#
# ListModelCardsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelCardsResponseTypeDef
def get_value() -> ListModelCardsResponseTypeDef:
return {
"ModelCardSummaries": ...,
}
# ListModelCardsResponseTypeDef definition
class ListModelCardsResponseTypeDef(TypedDict):
ModelCardSummaries: List[ModelCardSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelMetadataResponseTypeDef#
# ListModelMetadataResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelMetadataResponseTypeDef
def get_value() -> ListModelMetadataResponseTypeDef:
return {
"ModelMetadataSummaries": ...,
}
# ListModelMetadataResponseTypeDef definition
class ListModelMetadataResponseTypeDef(TypedDict):
ModelMetadataSummaries: List[ModelMetadataSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelPackageGroupsOutputTypeDef#
# ListModelPackageGroupsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackageGroupsOutputTypeDef
def get_value() -> ListModelPackageGroupsOutputTypeDef:
return {
"ModelPackageGroupSummaryList": ...,
}
# ListModelPackageGroupsOutputTypeDef definition
class ListModelPackageGroupsOutputTypeDef(TypedDict):
ModelPackageGroupSummaryList: List[ModelPackageGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelPackagesOutputTypeDef#
# ListModelPackagesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelPackagesOutputTypeDef
def get_value() -> ListModelPackagesOutputTypeDef:
return {
"ModelPackageSummaryList": ...,
}
# ListModelPackagesOutputTypeDef definition
class ListModelPackagesOutputTypeDef(TypedDict):
ModelPackageSummaryList: List[ModelPackageSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelsOutputTypeDef#
# ListModelsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelsOutputTypeDef
def get_value() -> ListModelsOutputTypeDef:
return {
"Models": ...,
}
# ListModelsOutputTypeDef definition
class ListModelsOutputTypeDef(TypedDict):
Models: List[ModelSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMonitoringAlertHistoryResponseTypeDef#
# ListMonitoringAlertHistoryResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryResponseTypeDef
def get_value() -> ListMonitoringAlertHistoryResponseTypeDef:
return {
"MonitoringAlertHistory": ...,
}
# ListMonitoringAlertHistoryResponseTypeDef definition
class ListMonitoringAlertHistoryResponseTypeDef(TypedDict):
MonitoringAlertHistory: List[MonitoringAlertHistorySummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMonitoringSchedulesResponseTypeDef#
# ListMonitoringSchedulesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringSchedulesResponseTypeDef
def get_value() -> ListMonitoringSchedulesResponseTypeDef:
return {
"MonitoringScheduleSummaries": ...,
}
# ListMonitoringSchedulesResponseTypeDef definition
class ListMonitoringSchedulesResponseTypeDef(TypedDict):
MonitoringScheduleSummaries: List[MonitoringScheduleSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListNotebookInstanceLifecycleConfigsOutputTypeDef#
# ListNotebookInstanceLifecycleConfigsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsOutputTypeDef
def get_value() -> ListNotebookInstanceLifecycleConfigsOutputTypeDef:
return {
"NextToken": ...,
}
# ListNotebookInstanceLifecycleConfigsOutputTypeDef definition
class ListNotebookInstanceLifecycleConfigsOutputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigs: List[NotebookInstanceLifecycleConfigSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListNotebookInstancesOutputTypeDef#
# ListNotebookInstancesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListNotebookInstancesOutputTypeDef
def get_value() -> ListNotebookInstancesOutputTypeDef:
return {
"NextToken": ...,
}
# ListNotebookInstancesOutputTypeDef definition
class ListNotebookInstancesOutputTypeDef(TypedDict):
NotebookInstances: List[NotebookInstanceSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListOptimizationJobsResponseTypeDef#
# ListOptimizationJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListOptimizationJobsResponseTypeDef
def get_value() -> ListOptimizationJobsResponseTypeDef:
return {
"OptimizationJobSummaries": ...,
}
# ListOptimizationJobsResponseTypeDef definition
class ListOptimizationJobsResponseTypeDef(TypedDict):
OptimizationJobSummaries: List[OptimizationJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPartnerAppsResponseTypeDef#
# ListPartnerAppsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPartnerAppsResponseTypeDef
def get_value() -> ListPartnerAppsResponseTypeDef:
return {
"Summaries": ...,
}
# ListPartnerAppsResponseTypeDef definition
class ListPartnerAppsResponseTypeDef(TypedDict):
Summaries: List[PartnerAppSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelineExecutionsResponseTypeDef#
# ListPipelineExecutionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionsResponseTypeDef
def get_value() -> ListPipelineExecutionsResponseTypeDef:
return {
"PipelineExecutionSummaries": ...,
}
# ListPipelineExecutionsResponseTypeDef definition
class ListPipelineExecutionsResponseTypeDef(TypedDict):
PipelineExecutionSummaries: List[PipelineExecutionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelineParametersForExecutionResponseTypeDef#
# ListPipelineParametersForExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionResponseTypeDef
def get_value() -> ListPipelineParametersForExecutionResponseTypeDef:
return {
"PipelineParameters": ...,
}
# ListPipelineParametersForExecutionResponseTypeDef definition
class ListPipelineParametersForExecutionResponseTypeDef(TypedDict):
PipelineParameters: List[ParameterTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelinesResponseTypeDef#
# ListPipelinesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelinesResponseTypeDef
def get_value() -> ListPipelinesResponseTypeDef:
return {
"PipelineSummaries": ...,
}
# ListPipelinesResponseTypeDef definition
class ListPipelinesResponseTypeDef(TypedDict):
PipelineSummaries: List[PipelineSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListProcessingJobsResponseTypeDef#
# ListProcessingJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListProcessingJobsResponseTypeDef
def get_value() -> ListProcessingJobsResponseTypeDef:
return {
"ProcessingJobSummaries": ...,
}
# ListProcessingJobsResponseTypeDef definition
class ListProcessingJobsResponseTypeDef(TypedDict):
ProcessingJobSummaries: List[ProcessingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListProjectsOutputTypeDef#
# ListProjectsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListProjectsOutputTypeDef
def get_value() -> ListProjectsOutputTypeDef:
return {
"ProjectSummaryList": ...,
}
# ListProjectsOutputTypeDef definition
class ListProjectsOutputTypeDef(TypedDict):
ProjectSummaryList: List[ProjectSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListResourceCatalogsResponseTypeDef#
# ListResourceCatalogsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListResourceCatalogsResponseTypeDef
def get_value() -> ListResourceCatalogsResponseTypeDef:
return {
"ResourceCatalogs": ...,
}
# ListResourceCatalogsResponseTypeDef definition
class ListResourceCatalogsResponseTypeDef(TypedDict):
ResourceCatalogs: List[ResourceCatalogTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListStudioLifecycleConfigsResponseTypeDef#
# ListStudioLifecycleConfigsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsResponseTypeDef
def get_value() -> ListStudioLifecycleConfigsResponseTypeDef:
return {
"NextToken": ...,
}
# ListStudioLifecycleConfigsResponseTypeDef definition
class ListStudioLifecycleConfigsResponseTypeDef(TypedDict):
StudioLifecycleConfigs: List[StudioLifecycleConfigDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrainingPlansRequestPaginateTypeDef#
# ListTrainingPlansRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingPlansRequestPaginateTypeDef
def get_value() -> ListTrainingPlansRequestPaginateTypeDef:
return {
"StartTimeAfter": ...,
}
# ListTrainingPlansRequestPaginateTypeDef definition
class ListTrainingPlansRequestPaginateTypeDef(TypedDict):
StartTimeAfter: NotRequired[TimestampTypeDef],
StartTimeBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[TrainingPlanSortByType], # (1)
SortOrder: NotRequired[TrainingPlanSortOrderType], # (2)
Filters: NotRequired[Sequence[TrainingPlanFilterTypeDef]], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See TrainingPlanSortByType
- See TrainingPlanSortOrderType
- See TrainingPlanFilterTypeDef
- See PaginatorConfigTypeDef
ListTrainingPlansRequestTypeDef#
# ListTrainingPlansRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingPlansRequestTypeDef
def get_value() -> ListTrainingPlansRequestTypeDef:
return {
"NextToken": ...,
}
# ListTrainingPlansRequestTypeDef definition
class ListTrainingPlansRequestTypeDef(TypedDict):
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
StartTimeAfter: NotRequired[TimestampTypeDef],
StartTimeBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[TrainingPlanSortByType], # (1)
SortOrder: NotRequired[TrainingPlanSortOrderType], # (2)
Filters: NotRequired[Sequence[TrainingPlanFilterTypeDef]], # (3)ListTransformJobsResponseTypeDef#
# ListTransformJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTransformJobsResponseTypeDef
def get_value() -> ListTransformJobsResponseTypeDef:
return {
"TransformJobSummaries": ...,
}
# ListTransformJobsResponseTypeDef definition
class ListTransformJobsResponseTypeDef(TypedDict):
TransformJobSummaries: List[TransformJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListUserProfilesResponseTypeDef#
# ListUserProfilesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListUserProfilesResponseTypeDef
def get_value() -> ListUserProfilesResponseTypeDef:
return {
"UserProfiles": ...,
}
# ListUserProfilesResponseTypeDef definition
class ListUserProfilesResponseTypeDef(TypedDict):
UserProfiles: List[UserProfileDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],MemberDefinitionOutputTypeDef#
# MemberDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MemberDefinitionOutputTypeDef
def get_value() -> MemberDefinitionOutputTypeDef:
return {
"CognitoMemberDefinition": ...,
}
# MemberDefinitionOutputTypeDef definition
class MemberDefinitionOutputTypeDef(TypedDict):
CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef], # (1)
OidcMemberDefinition: NotRequired[OidcMemberDefinitionOutputTypeDef], # (2)MetricSpecificationTypeDef#
# MetricSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MetricSpecificationTypeDef
def get_value() -> MetricSpecificationTypeDef:
return {
"Predefined": ...,
}
# MetricSpecificationTypeDef definition
class MetricSpecificationTypeDef(TypedDict):
Predefined: NotRequired[PredefinedMetricSpecificationTypeDef], # (1)
Customized: NotRequired[CustomizedMetricSpecificationTypeDef], # (2)S3ModelDataSourceTypeDef#
# S3ModelDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import S3ModelDataSourceTypeDef
def get_value() -> S3ModelDataSourceTypeDef:
return {
"S3Uri": ...,
}
# S3ModelDataSourceTypeDef definition
class S3ModelDataSourceTypeDef(TypedDict):
S3Uri: str,
S3DataType: S3ModelDataTypeType, # (1)
CompressionType: ModelCompressionTypeType, # (2)
ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef], # (3)
HubAccessConfig: NotRequired[InferenceHubAccessConfigTypeDef], # (4)
ManifestS3Uri: NotRequired[str],
ETag: NotRequired[str],
ManifestEtag: NotRequired[str],- See S3ModelDataTypeType
- See ModelCompressionTypeType
- See ModelAccessConfigTypeDef
- See InferenceHubAccessConfigTypeDef
TextGenerationJobConfigOutputTypeDef#
# TextGenerationJobConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TextGenerationJobConfigOutputTypeDef
def get_value() -> TextGenerationJobConfigOutputTypeDef:
return {
"CompletionCriteria": ...,
}
# TextGenerationJobConfigOutputTypeDef definition
class TextGenerationJobConfigOutputTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
BaseModelName: NotRequired[str],
TextGenerationHyperParameters: NotRequired[Dict[str, str]],
ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef], # (2)TextGenerationJobConfigTypeDef#
# TextGenerationJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TextGenerationJobConfigTypeDef
def get_value() -> TextGenerationJobConfigTypeDef:
return {
"CompletionCriteria": ...,
}
# TextGenerationJobConfigTypeDef definition
class TextGenerationJobConfigTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
BaseModelName: NotRequired[str],
TextGenerationHyperParameters: NotRequired[Mapping[str, str]],
ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef], # (2)MonitoringAlertActionsTypeDef#
# MonitoringAlertActionsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringAlertActionsTypeDef
def get_value() -> MonitoringAlertActionsTypeDef:
return {
"ModelDashboardIndicator": ...,
}
# MonitoringAlertActionsTypeDef definition
class MonitoringAlertActionsTypeDef(TypedDict):
ModelDashboardIndicator: NotRequired[ModelDashboardIndicatorActionTypeDef], # (1)ModelInfrastructureConfigTypeDef#
# ModelInfrastructureConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelInfrastructureConfigTypeDef
def get_value() -> ModelInfrastructureConfigTypeDef:
return {
"InfrastructureType": ...,
}
# ModelInfrastructureConfigTypeDef definition
class ModelInfrastructureConfigTypeDef(TypedDict):
InfrastructureType: ModelInfrastructureTypeType, # (1)
RealTimeInferenceConfig: RealTimeInferenceConfigTypeDef, # (2)RecommendationJobStoppingConditionsOutputTypeDef#
# RecommendationJobStoppingConditionsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobStoppingConditionsOutputTypeDef
def get_value() -> RecommendationJobStoppingConditionsOutputTypeDef:
return {
"MaxInvocations": ...,
}
# RecommendationJobStoppingConditionsOutputTypeDef definition
class RecommendationJobStoppingConditionsOutputTypeDef(TypedDict):
MaxInvocations: NotRequired[int],
ModelLatencyThresholds: NotRequired[List[ModelLatencyThresholdTypeDef]], # (1)
FlatInvocations: NotRequired[FlatInvocationsType], # (2)RecommendationJobStoppingConditionsTypeDef#
# RecommendationJobStoppingConditionsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobStoppingConditionsTypeDef
def get_value() -> RecommendationJobStoppingConditionsTypeDef:
return {
"MaxInvocations": ...,
}
# RecommendationJobStoppingConditionsTypeDef definition
class RecommendationJobStoppingConditionsTypeDef(TypedDict):
MaxInvocations: NotRequired[int],
ModelLatencyThresholds: NotRequired[Sequence[ModelLatencyThresholdTypeDef]], # (1)
FlatInvocations: NotRequired[FlatInvocationsType], # (2)ModelMetadataSearchExpressionTypeDef#
# ModelMetadataSearchExpressionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelMetadataSearchExpressionTypeDef
def get_value() -> ModelMetadataSearchExpressionTypeDef:
return {
"Filters": ...,
}
# ModelMetadataSearchExpressionTypeDef definition
class ModelMetadataSearchExpressionTypeDef(TypedDict):
Filters: NotRequired[Sequence[ModelMetadataFilterTypeDef]], # (1)ModelPackageStatusDetailsTypeDef#
# ModelPackageStatusDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageStatusDetailsTypeDef
def get_value() -> ModelPackageStatusDetailsTypeDef:
return {
"ValidationStatuses": ...,
}
# ModelPackageStatusDetailsTypeDef definition
class ModelPackageStatusDetailsTypeDef(TypedDict):
ValidationStatuses: List[ModelPackageStatusItemTypeDef], # (1)
ImageScanStatuses: NotRequired[List[ModelPackageStatusItemTypeDef]], # (1)OptimizationConfigOutputTypeDef#
# OptimizationConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationConfigOutputTypeDef
def get_value() -> OptimizationConfigOutputTypeDef:
return {
"ModelQuantizationConfig": ...,
}
# OptimizationConfigOutputTypeDef definition
class OptimizationConfigOutputTypeDef(TypedDict):
ModelQuantizationConfig: NotRequired[ModelQuantizationConfigOutputTypeDef], # (1)
ModelCompilationConfig: NotRequired[ModelCompilationConfigOutputTypeDef], # (2)
ModelShardingConfig: NotRequired[ModelShardingConfigOutputTypeDef], # (3)- See ModelQuantizationConfigOutputTypeDef
- See ModelCompilationConfigOutputTypeDef
- See ModelShardingConfigOutputTypeDef
MonitoringResourcesTypeDef#
# MonitoringResourcesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringResourcesTypeDef
def get_value() -> MonitoringResourcesTypeDef:
return {
"ClusterConfig": ...,
}
# MonitoringResourcesTypeDef definition
class MonitoringResourcesTypeDef(TypedDict):
ClusterConfig: MonitoringClusterConfigTypeDef, # (1)MonitoringDatasetFormatOutputTypeDef#
# MonitoringDatasetFormatOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringDatasetFormatOutputTypeDef
def get_value() -> MonitoringDatasetFormatOutputTypeDef:
return {
"Csv": ...,
}
# MonitoringDatasetFormatOutputTypeDef definition
class MonitoringDatasetFormatOutputTypeDef(TypedDict):
Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef], # (1)
Json: NotRequired[MonitoringJsonDatasetFormatTypeDef], # (2)
Parquet: NotRequired[Dict[str, Any]],MonitoringDatasetFormatTypeDef#
# MonitoringDatasetFormatTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringDatasetFormatTypeDef
def get_value() -> MonitoringDatasetFormatTypeDef:
return {
"Csv": ...,
}
# MonitoringDatasetFormatTypeDef definition
class MonitoringDatasetFormatTypeDef(TypedDict):
Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef], # (1)
Json: NotRequired[MonitoringJsonDatasetFormatTypeDef], # (2)
Parquet: NotRequired[Mapping[str, Any]],MonitoringOutputTypeDef#
# MonitoringOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringOutputTypeDef
def get_value() -> MonitoringOutputTypeDef:
return {
"S3Output": ...,
}
# MonitoringOutputTypeDef definition
class MonitoringOutputTypeDef(TypedDict):
S3Output: MonitoringS3OutputTypeDef, # (1)OfflineStoreConfigTypeDef#
# OfflineStoreConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OfflineStoreConfigTypeDef
def get_value() -> OfflineStoreConfigTypeDef:
return {
"S3StorageConfig": ...,
}
# OfflineStoreConfigTypeDef definition
class OfflineStoreConfigTypeDef(TypedDict):
S3StorageConfig: S3StorageConfigTypeDef, # (1)
DisableGlueTableCreation: NotRequired[bool],
DataCatalogConfig: NotRequired[DataCatalogConfigTypeDef], # (2)
TableFormat: NotRequired[TableFormatType], # (3)OnlineStoreConfigTypeDef#
# OnlineStoreConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OnlineStoreConfigTypeDef
def get_value() -> OnlineStoreConfigTypeDef:
return {
"SecurityConfig": ...,
}
# OnlineStoreConfigTypeDef definition
class OnlineStoreConfigTypeDef(TypedDict):
SecurityConfig: NotRequired[OnlineStoreSecurityConfigTypeDef], # (1)
EnableOnlineStore: NotRequired[bool],
TtlDuration: NotRequired[TtlDurationTypeDef], # (2)
StorageType: NotRequired[StorageTypeType], # (3)OnlineStoreConfigUpdateTypeDef#
# OnlineStoreConfigUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OnlineStoreConfigUpdateTypeDef
def get_value() -> OnlineStoreConfigUpdateTypeDef:
return {
"TtlDuration": ...,
}
# OnlineStoreConfigUpdateTypeDef definition
class OnlineStoreConfigUpdateTypeDef(TypedDict):
TtlDuration: NotRequired[TtlDurationTypeDef], # (1)OptimizationJobModelSourceS3TypeDef#
# OptimizationJobModelSourceS3TypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationJobModelSourceS3TypeDef
def get_value() -> OptimizationJobModelSourceS3TypeDef:
return {
"S3Uri": ...,
}
# OptimizationJobModelSourceS3TypeDef definition
class OptimizationJobModelSourceS3TypeDef(TypedDict):
S3Uri: NotRequired[str],
ModelAccessConfig: NotRequired[OptimizationModelAccessConfigTypeDef], # (1)OutputConfigTypeDef#
# OutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OutputConfigTypeDef
def get_value() -> OutputConfigTypeDef:
return {
"S3OutputLocation": ...,
}
# OutputConfigTypeDef definition
class OutputConfigTypeDef(TypedDict):
S3OutputLocation: str,
TargetDevice: NotRequired[TargetDeviceType], # (1)
TargetPlatform: NotRequired[TargetPlatformTypeDef], # (2)
CompilerOptions: NotRequired[str],
KmsKeyId: NotRequired[str],PendingProductionVariantSummaryTypeDef#
# PendingProductionVariantSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PendingProductionVariantSummaryTypeDef
def get_value() -> PendingProductionVariantSummaryTypeDef:
return {
"VariantName": ...,
}
# PendingProductionVariantSummaryTypeDef definition
class PendingProductionVariantSummaryTypeDef(TypedDict):
VariantName: str,
DeployedImages: NotRequired[List[DeployedImageTypeDef]], # (1)
CurrentWeight: NotRequired[float],
DesiredWeight: NotRequired[float],
CurrentInstanceCount: NotRequired[int],
DesiredInstanceCount: NotRequired[int],
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (2)
AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType], # (3)
VariantStatus: NotRequired[List[ProductionVariantStatusTypeDef]], # (4)
CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (5)
DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (5)
ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef], # (7)
RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef], # (8)- See DeployedImageTypeDef
- See ProductionVariantInstanceTypeType
- See ProductionVariantAcceleratorTypeType
- See ProductionVariantStatusTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- See ProductionVariantRoutingConfigTypeDef
ProductionVariantSummaryTypeDef#
# ProductionVariantSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantSummaryTypeDef
def get_value() -> ProductionVariantSummaryTypeDef:
return {
"VariantName": ...,
}
# ProductionVariantSummaryTypeDef definition
class ProductionVariantSummaryTypeDef(TypedDict):
VariantName: str,
DeployedImages: NotRequired[List[DeployedImageTypeDef]], # (1)
CurrentWeight: NotRequired[float],
DesiredWeight: NotRequired[float],
CurrentInstanceCount: NotRequired[int],
DesiredInstanceCount: NotRequired[int],
VariantStatus: NotRequired[List[ProductionVariantStatusTypeDef]], # (2)
CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (3)
DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (3)
ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef], # (5)
RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef], # (6)- See DeployedImageTypeDef
- See ProductionVariantStatusTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- See ProductionVariantRoutingConfigTypeDef
SchedulerConfigOutputTypeDef#
# SchedulerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SchedulerConfigOutputTypeDef
def get_value() -> SchedulerConfigOutputTypeDef:
return {
"PriorityClasses": ...,
}
# SchedulerConfigOutputTypeDef definition
class SchedulerConfigOutputTypeDef(TypedDict):
PriorityClasses: NotRequired[List[PriorityClassTypeDef]], # (1)
FairShare: NotRequired[FairShareType], # (2)- See PriorityClassTypeDef
- See FairShareType
SchedulerConfigTypeDef#
# SchedulerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SchedulerConfigTypeDef
def get_value() -> SchedulerConfigTypeDef:
return {
"PriorityClasses": ...,
}
# SchedulerConfigTypeDef definition
class SchedulerConfigTypeDef(TypedDict):
PriorityClasses: NotRequired[Sequence[PriorityClassTypeDef]], # (1)
FairShare: NotRequired[FairShareType], # (2)- See PriorityClassTypeDef
- See FairShareType
ProcessingResourcesTypeDef#
# ProcessingResourcesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingResourcesTypeDef
def get_value() -> ProcessingResourcesTypeDef:
return {
"ClusterConfig": ...,
}
# ProcessingResourcesTypeDef definition
class ProcessingResourcesTypeDef(TypedDict):
ClusterConfig: ProcessingClusterConfigTypeDef, # (1)ProcessingOutputTypeDef#
# ProcessingOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingOutputTypeDef
def get_value() -> ProcessingOutputTypeDef:
return {
"OutputName": ...,
}
# ProcessingOutputTypeDef definition
class ProcessingOutputTypeDef(TypedDict):
OutputName: str,
S3Output: NotRequired[ProcessingS3OutputTypeDef], # (1)
FeatureStoreOutput: NotRequired[ProcessingFeatureStoreOutputTypeDef], # (2)
AppManaged: NotRequired[bool],ProductionVariantTypeDef#
# ProductionVariantTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProductionVariantTypeDef
def get_value() -> ProductionVariantTypeDef:
return {
"VariantName": ...,
}
# ProductionVariantTypeDef definition
class ProductionVariantTypeDef(TypedDict):
VariantName: str,
ModelName: NotRequired[str],
InitialInstanceCount: NotRequired[int],
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
InitialVariantWeight: NotRequired[float],
AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType], # (2)
CoreDumpConfig: NotRequired[ProductionVariantCoreDumpConfigTypeDef], # (3)
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (4)
VolumeSizeInGB: NotRequired[int],
ModelDataDownloadTimeoutInSeconds: NotRequired[int],
ContainerStartupHealthCheckTimeoutInSeconds: NotRequired[int],
EnableSSMAccess: NotRequired[bool],
ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef], # (5)
RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef], # (6)
InferenceAmiVersion: NotRequired[ProductionVariantInferenceAmiVersionType], # (7)- See ProductionVariantInstanceTypeType
- See ProductionVariantAcceleratorTypeType
- See ProductionVariantCoreDumpConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- See ProductionVariantRoutingConfigTypeDef
- See ProductionVariantInferenceAmiVersionType
SuggestionQueryTypeDef#
# SuggestionQueryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SuggestionQueryTypeDef
def get_value() -> SuggestionQueryTypeDef:
return {
"PropertyNameQuery": ...,
}
# SuggestionQueryTypeDef definition
class SuggestionQueryTypeDef(TypedDict):
PropertyNameQuery: NotRequired[PropertyNameQueryTypeDef], # (1)ServiceCatalogProvisioningDetailsOutputTypeDef#
# ServiceCatalogProvisioningDetailsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ServiceCatalogProvisioningDetailsOutputTypeDef
def get_value() -> ServiceCatalogProvisioningDetailsOutputTypeDef:
return {
"ProductId": ...,
}
# ServiceCatalogProvisioningDetailsOutputTypeDef definition
class ServiceCatalogProvisioningDetailsOutputTypeDef(TypedDict):
ProductId: str,
ProvisioningArtifactId: NotRequired[str],
PathId: NotRequired[str],
ProvisioningParameters: NotRequired[List[ProvisioningParameterTypeDef]], # (1)ServiceCatalogProvisioningDetailsTypeDef#
# ServiceCatalogProvisioningDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ServiceCatalogProvisioningDetailsTypeDef
def get_value() -> ServiceCatalogProvisioningDetailsTypeDef:
return {
"ProductId": ...,
}
# ServiceCatalogProvisioningDetailsTypeDef definition
class ServiceCatalogProvisioningDetailsTypeDef(TypedDict):
ProductId: str,
ProvisioningArtifactId: NotRequired[str],
PathId: NotRequired[str],
ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]], # (1)ServiceCatalogProvisioningUpdateDetailsTypeDef#
# ServiceCatalogProvisioningUpdateDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ServiceCatalogProvisioningUpdateDetailsTypeDef
def get_value() -> ServiceCatalogProvisioningUpdateDetailsTypeDef:
return {
"ProvisioningArtifactId": ...,
}
# ServiceCatalogProvisioningUpdateDetailsTypeDef definition
class ServiceCatalogProvisioningUpdateDetailsTypeDef(TypedDict):
ProvisioningArtifactId: NotRequired[str],
ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]], # (1)PublicWorkforceTaskPriceTypeDef#
# PublicWorkforceTaskPriceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PublicWorkforceTaskPriceTypeDef
def get_value() -> PublicWorkforceTaskPriceTypeDef:
return {
"AmountInUsd": ...,
}
# PublicWorkforceTaskPriceTypeDef definition
class PublicWorkforceTaskPriceTypeDef(TypedDict):
AmountInUsd: NotRequired[USDTypeDef], # (1)- See USDTypeDef
QueryLineageResponseTypeDef#
# QueryLineageResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import QueryLineageResponseTypeDef
def get_value() -> QueryLineageResponseTypeDef:
return {
"Vertices": ...,
}
# QueryLineageResponseTypeDef definition
class QueryLineageResponseTypeDef(TypedDict):
Vertices: List[VertexTypeDef], # (1)
Edges: List[EdgeTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)
NextToken: NotRequired[str],- See VertexTypeDef
- See EdgeTypeDef
- See ResponseMetadataTypeDef
RecommendationJobOutputConfigTypeDef#
# RecommendationJobOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobOutputConfigTypeDef
def get_value() -> RecommendationJobOutputConfigTypeDef:
return {
"KmsKeyId": ...,
}
# RecommendationJobOutputConfigTypeDef definition
class RecommendationJobOutputConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
CompiledOutputConfig: NotRequired[RecommendationJobCompiledOutputConfigTypeDef], # (1)RecommendationJobContainerConfigOutputTypeDef#
# RecommendationJobContainerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobContainerConfigOutputTypeDef
def get_value() -> RecommendationJobContainerConfigOutputTypeDef:
return {
"Domain": ...,
}
# RecommendationJobContainerConfigOutputTypeDef definition
class RecommendationJobContainerConfigOutputTypeDef(TypedDict):
Domain: NotRequired[str],
Task: NotRequired[str],
Framework: NotRequired[str],
FrameworkVersion: NotRequired[str],
PayloadConfig: NotRequired[RecommendationJobPayloadConfigOutputTypeDef], # (1)
NearestModelName: NotRequired[str],
SupportedInstanceTypes: NotRequired[List[str]],
SupportedEndpointType: NotRequired[RecommendationJobSupportedEndpointTypeType], # (2)
DataInputConfig: NotRequired[str],
SupportedResponseMIMETypes: NotRequired[List[str]],RecommendationJobContainerConfigTypeDef#
# RecommendationJobContainerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobContainerConfigTypeDef
def get_value() -> RecommendationJobContainerConfigTypeDef:
return {
"Domain": ...,
}
# RecommendationJobContainerConfigTypeDef definition
class RecommendationJobContainerConfigTypeDef(TypedDict):
Domain: NotRequired[str],
Task: NotRequired[str],
Framework: NotRequired[str],
FrameworkVersion: NotRequired[str],
PayloadConfig: NotRequired[RecommendationJobPayloadConfigTypeDef], # (1)
NearestModelName: NotRequired[str],
SupportedInstanceTypes: NotRequired[Sequence[str]],
SupportedEndpointType: NotRequired[RecommendationJobSupportedEndpointTypeType], # (2)
DataInputConfig: NotRequired[str],
SupportedResponseMIMETypes: NotRequired[Sequence[str]],RenderUiTemplateRequestTypeDef#
# RenderUiTemplateRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RenderUiTemplateRequestTypeDef
def get_value() -> RenderUiTemplateRequestTypeDef:
return {
"Task": ...,
}
# RenderUiTemplateRequestTypeDef definition
class RenderUiTemplateRequestTypeDef(TypedDict):
Task: RenderableTaskTypeDef, # (1)
RoleArn: str,
UiTemplate: NotRequired[UiTemplateTypeDef], # (2)
HumanTaskUiArn: NotRequired[str],RenderUiTemplateResponseTypeDef#
# RenderUiTemplateResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RenderUiTemplateResponseTypeDef
def get_value() -> RenderUiTemplateResponseTypeDef:
return {
"RenderedContent": ...,
}
# RenderUiTemplateResponseTypeDef definition
class RenderUiTemplateResponseTypeDef(TypedDict):
RenderedContent: str,
Errors: List[RenderingErrorTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)TrainingPlanOfferingTypeDef#
# TrainingPlanOfferingTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingPlanOfferingTypeDef
def get_value() -> TrainingPlanOfferingTypeDef:
return {
"TrainingPlanOfferingId": ...,
}
# TrainingPlanOfferingTypeDef definition
class TrainingPlanOfferingTypeDef(TypedDict):
TrainingPlanOfferingId: str,
TargetResources: List[SageMakerResourceNameType], # (1)
RequestedStartTimeAfter: NotRequired[datetime],
RequestedEndTimeBefore: NotRequired[datetime],
DurationHours: NotRequired[int],
DurationMinutes: NotRequired[int],
UpfrontFee: NotRequired[str],
CurrencyCode: NotRequired[str],
ReservedCapacityOfferings: NotRequired[List[ReservedCapacityOfferingTypeDef]], # (2)SelectiveExecutionConfigOutputTypeDef#
# SelectiveExecutionConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SelectiveExecutionConfigOutputTypeDef
def get_value() -> SelectiveExecutionConfigOutputTypeDef:
return {
"SourcePipelineExecutionArn": ...,
}
# SelectiveExecutionConfigOutputTypeDef definition
class SelectiveExecutionConfigOutputTypeDef(TypedDict):
SelectedSteps: List[SelectedStepTypeDef], # (1)
SourcePipelineExecutionArn: NotRequired[str],SelectiveExecutionConfigTypeDef#
# SelectiveExecutionConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SelectiveExecutionConfigTypeDef
def get_value() -> SelectiveExecutionConfigTypeDef:
return {
"SourcePipelineExecutionArn": ...,
}
# SelectiveExecutionConfigTypeDef definition
class SelectiveExecutionConfigTypeDef(TypedDict):
SelectedSteps: Sequence[SelectedStepTypeDef], # (1)
SourcePipelineExecutionArn: NotRequired[str],ShadowModeConfigOutputTypeDef#
# ShadowModeConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ShadowModeConfigOutputTypeDef
def get_value() -> ShadowModeConfigOutputTypeDef:
return {
"SourceModelVariantName": ...,
}
# ShadowModeConfigOutputTypeDef definition
class ShadowModeConfigOutputTypeDef(TypedDict):
SourceModelVariantName: str,
ShadowModelVariants: List[ShadowModelVariantConfigTypeDef], # (1)ShadowModeConfigTypeDef#
# ShadowModeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ShadowModeConfigTypeDef
def get_value() -> ShadowModeConfigTypeDef:
return {
"SourceModelVariantName": ...,
}
# ShadowModeConfigTypeDef definition
class ShadowModeConfigTypeDef(TypedDict):
SourceModelVariantName: str,
ShadowModelVariants: Sequence[ShadowModelVariantConfigTypeDef], # (1)SpaceAppLifecycleManagementTypeDef#
# SpaceAppLifecycleManagementTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceAppLifecycleManagementTypeDef
def get_value() -> SpaceAppLifecycleManagementTypeDef:
return {
"IdleSettings": ...,
}
# SpaceAppLifecycleManagementTypeDef definition
class SpaceAppLifecycleManagementTypeDef(TypedDict):
IdleSettings: NotRequired[SpaceIdleSettingsTypeDef], # (1)TrafficPatternOutputTypeDef#
# TrafficPatternOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrafficPatternOutputTypeDef
def get_value() -> TrafficPatternOutputTypeDef:
return {
"TrafficType": ...,
}
# TrafficPatternOutputTypeDef definition
class TrafficPatternOutputTypeDef(TypedDict):
TrafficType: NotRequired[TrafficTypeType], # (1)
Phases: NotRequired[List[PhaseTypeDef]], # (2)
Stairs: NotRequired[StairsTypeDef], # (3)- See TrafficTypeType
- See PhaseTypeDef
- See StairsTypeDef
TrafficPatternTypeDef#
# TrafficPatternTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrafficPatternTypeDef
def get_value() -> TrafficPatternTypeDef:
return {
"TrafficType": ...,
}
# TrafficPatternTypeDef definition
class TrafficPatternTypeDef(TypedDict):
TrafficType: NotRequired[TrafficTypeType], # (1)
Phases: NotRequired[Sequence[PhaseTypeDef]], # (2)
Stairs: NotRequired[StairsTypeDef], # (3)- See TrafficTypeType
- See PhaseTypeDef
- See StairsTypeDef
TrainingImageConfigTypeDef#
# TrainingImageConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingImageConfigTypeDef
def get_value() -> TrainingImageConfigTypeDef:
return {
"TrainingRepositoryAccessMode": ...,
}
# TrainingImageConfigTypeDef definition
class TrainingImageConfigTypeDef(TypedDict):
TrainingRepositoryAccessMode: TrainingRepositoryAccessModeType, # (1)
TrainingRepositoryAuthConfig: NotRequired[TrainingRepositoryAuthConfigTypeDef], # (2)TransformDataSourceTypeDef#
# TransformDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformDataSourceTypeDef
def get_value() -> TransformDataSourceTypeDef:
return {
"S3DataSource": ...,
}
# TransformDataSourceTypeDef definition
class TransformDataSourceTypeDef(TypedDict):
S3DataSource: TransformS3DataSourceTypeDef, # (1)WorkforceTypeDef#
# WorkforceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkforceTypeDef
def get_value() -> WorkforceTypeDef:
return {
"WorkforceName": ...,
}
# WorkforceTypeDef definition
class WorkforceTypeDef(TypedDict):
WorkforceName: str,
WorkforceArn: str,
LastUpdatedDate: NotRequired[datetime],
SourceIpConfig: NotRequired[SourceIpConfigOutputTypeDef], # (1)
SubDomain: NotRequired[str],
CognitoConfig: NotRequired[CognitoConfigTypeDef], # (2)
OidcConfig: NotRequired[OidcConfigForResponseTypeDef], # (3)
CreateDate: NotRequired[datetime],
WorkforceVpcConfig: NotRequired[WorkforceVpcConfigResponseTypeDef], # (4)
Status: NotRequired[WorkforceStatusType], # (5)
FailureReason: NotRequired[str],- See SourceIpConfigOutputTypeDef
- See CognitoConfigTypeDef
- See OidcConfigForResponseTypeDef
- See WorkforceVpcConfigResponseTypeDef
- See WorkforceStatusType
ListActionsResponseTypeDef#
# ListActionsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListActionsResponseTypeDef
def get_value() -> ListActionsResponseTypeDef:
return {
"ActionSummaries": ...,
}
# ListActionsResponseTypeDef definition
class ListActionsResponseTypeDef(TypedDict):
ActionSummaries: List[ActionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListAppsResponseTypeDef#
# ListAppsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppsResponseTypeDef
def get_value() -> ListAppsResponseTypeDef:
return {
"Apps": ...,
}
# ListAppsResponseTypeDef definition
class ListAppsResponseTypeDef(TypedDict):
Apps: List[AppDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DomainSettingsOutputTypeDef#
# DomainSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DomainSettingsOutputTypeDef
def get_value() -> DomainSettingsOutputTypeDef:
return {
"SecurityGroupIds": ...,
}
# DomainSettingsOutputTypeDef definition
class DomainSettingsOutputTypeDef(TypedDict):
SecurityGroupIds: NotRequired[List[str]],
RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef], # (1)
ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType], # (2)
DockerSettings: NotRequired[DockerSettingsOutputTypeDef], # (3)
AmazonQSettings: NotRequired[AmazonQSettingsTypeDef], # (4)- See RStudioServerProDomainSettingsTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsOutputTypeDef
- See AmazonQSettingsTypeDef
DomainSettingsTypeDef#
# DomainSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DomainSettingsTypeDef
def get_value() -> DomainSettingsTypeDef:
return {
"SecurityGroupIds": ...,
}
# DomainSettingsTypeDef definition
class DomainSettingsTypeDef(TypedDict):
SecurityGroupIds: NotRequired[Sequence[str]],
RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef], # (1)
ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType], # (2)
DockerSettings: NotRequired[DockerSettingsTypeDef], # (3)
AmazonQSettings: NotRequired[AmazonQSettingsTypeDef], # (4)- See RStudioServerProDomainSettingsTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsTypeDef
- See AmazonQSettingsTypeDef
CodeEditorAppSettingsOutputTypeDef#
# CodeEditorAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeEditorAppSettingsOutputTypeDef
def get_value() -> CodeEditorAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# CodeEditorAppSettingsOutputTypeDef definition
class CodeEditorAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[List[str]],
AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef], # (3)
BuiltInLifecycleConfigArn: NotRequired[str],CodeEditorAppSettingsTypeDef#
# CodeEditorAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CodeEditorAppSettingsTypeDef
def get_value() -> CodeEditorAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# CodeEditorAppSettingsTypeDef definition
class CodeEditorAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[Sequence[str]],
AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef], # (3)
BuiltInLifecycleConfigArn: NotRequired[str],JupyterLabAppSettingsOutputTypeDef#
# JupyterLabAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterLabAppSettingsOutputTypeDef
def get_value() -> JupyterLabAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# JupyterLabAppSettingsOutputTypeDef definition
class JupyterLabAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[List[str]],
CodeRepositories: NotRequired[List[CodeRepositoryTypeDef]], # (3)
AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef], # (4)
EmrSettings: NotRequired[EmrSettingsOutputTypeDef], # (5)
BuiltInLifecycleConfigArn: NotRequired[str],- See ResourceSpecTypeDef
- See CustomImageTypeDef
- See CodeRepositoryTypeDef
- See AppLifecycleManagementTypeDef
- See EmrSettingsOutputTypeDef
JupyterLabAppSettingsTypeDef#
# JupyterLabAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import JupyterLabAppSettingsTypeDef
def get_value() -> JupyterLabAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# JupyterLabAppSettingsTypeDef definition
class JupyterLabAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[Sequence[str]],
CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]], # (3)
AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef], # (4)
EmrSettings: NotRequired[EmrSettingsTypeDef], # (5)
BuiltInLifecycleConfigArn: NotRequired[str],- See ResourceSpecTypeDef
- See CustomImageTypeDef
- See CodeRepositoryTypeDef
- See AppLifecycleManagementTypeDef
- See EmrSettingsTypeDef
ArtifactSummaryTypeDef#
# ArtifactSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ArtifactSummaryTypeDef
def get_value() -> ArtifactSummaryTypeDef:
return {
"ArtifactArn": ...,
}
# ArtifactSummaryTypeDef definition
class ArtifactSummaryTypeDef(TypedDict):
ArtifactArn: NotRequired[str],
ArtifactName: NotRequired[str],
Source: NotRequired[ArtifactSourceOutputTypeDef], # (1)
ArtifactType: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],AsyncInferenceConfigOutputTypeDef#
# AsyncInferenceConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceConfigOutputTypeDef
def get_value() -> AsyncInferenceConfigOutputTypeDef:
return {
"ClientConfig": ...,
}
# AsyncInferenceConfigOutputTypeDef definition
class AsyncInferenceConfigOutputTypeDef(TypedDict):
OutputConfig: AsyncInferenceOutputConfigOutputTypeDef, # (2)
ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef], # (1)AsyncInferenceConfigTypeDef#
# AsyncInferenceConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AsyncInferenceConfigTypeDef
def get_value() -> AsyncInferenceConfigTypeDef:
return {
"ClientConfig": ...,
}
# AsyncInferenceConfigTypeDef definition
class AsyncInferenceConfigTypeDef(TypedDict):
OutputConfig: AsyncInferenceOutputConfigTypeDef, # (2)
ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef], # (1)TabularJobConfigOutputTypeDef#
# TabularJobConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TabularJobConfigOutputTypeDef
def get_value() -> TabularJobConfigOutputTypeDef:
return {
"CandidateGenerationConfig": ...,
}
# TabularJobConfigOutputTypeDef definition
class TabularJobConfigOutputTypeDef(TypedDict):
TargetAttributeName: str,
CandidateGenerationConfig: NotRequired[CandidateGenerationConfigOutputTypeDef], # (1)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (2)
FeatureSpecificationS3Uri: NotRequired[str],
Mode: NotRequired[AutoMLModeType], # (3)
GenerateCandidateDefinitionsOnly: NotRequired[bool],
ProblemType: NotRequired[ProblemTypeType], # (4)
SampleWeightAttributeName: NotRequired[str],- See CandidateGenerationConfigOutputTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLModeType
- See ProblemTypeType
TimeSeriesForecastingJobConfigOutputTypeDef#
# TimeSeriesForecastingJobConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesForecastingJobConfigOutputTypeDef
def get_value() -> TimeSeriesForecastingJobConfigOutputTypeDef:
return {
"FeatureSpecificationS3Uri": ...,
}
# TimeSeriesForecastingJobConfigOutputTypeDef definition
class TimeSeriesForecastingJobConfigOutputTypeDef(TypedDict):
ForecastFrequency: str,
ForecastHorizon: int,
TimeSeriesConfig: TimeSeriesConfigOutputTypeDef, # (3)
FeatureSpecificationS3Uri: NotRequired[str],
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
ForecastQuantiles: NotRequired[List[str]],
Transformations: NotRequired[TimeSeriesTransformationsOutputTypeDef], # (2)
HolidayConfig: NotRequired[List[HolidayConfigAttributesTypeDef]], # (4)
CandidateGenerationConfig: NotRequired[CandidateGenerationConfigOutputTypeDef], # (5)- See AutoMLJobCompletionCriteriaTypeDef
- See TimeSeriesTransformationsOutputTypeDef
- See TimeSeriesConfigOutputTypeDef
- See HolidayConfigAttributesTypeDef
- See CandidateGenerationConfigOutputTypeDef
TabularJobConfigTypeDef#
# TabularJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TabularJobConfigTypeDef
def get_value() -> TabularJobConfigTypeDef:
return {
"CandidateGenerationConfig": ...,
}
# TabularJobConfigTypeDef definition
class TabularJobConfigTypeDef(TypedDict):
TargetAttributeName: str,
CandidateGenerationConfig: NotRequired[CandidateGenerationConfigTypeDef], # (1)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (2)
FeatureSpecificationS3Uri: NotRequired[str],
Mode: NotRequired[AutoMLModeType], # (3)
GenerateCandidateDefinitionsOnly: NotRequired[bool],
ProblemType: NotRequired[ProblemTypeType], # (4)
SampleWeightAttributeName: NotRequired[str],- See CandidateGenerationConfigTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLModeType
- See ProblemTypeType
TimeSeriesForecastingJobConfigTypeDef#
# TimeSeriesForecastingJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TimeSeriesForecastingJobConfigTypeDef
def get_value() -> TimeSeriesForecastingJobConfigTypeDef:
return {
"FeatureSpecificationS3Uri": ...,
}
# TimeSeriesForecastingJobConfigTypeDef definition
class TimeSeriesForecastingJobConfigTypeDef(TypedDict):
ForecastFrequency: str,
ForecastHorizon: int,
TimeSeriesConfig: TimeSeriesConfigTypeDef, # (3)
FeatureSpecificationS3Uri: NotRequired[str],
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
ForecastQuantiles: NotRequired[Sequence[str]],
Transformations: NotRequired[TimeSeriesTransformationsTypeDef], # (2)
HolidayConfig: NotRequired[Sequence[HolidayConfigAttributesTypeDef]], # (4)
CandidateGenerationConfig: NotRequired[CandidateGenerationConfigTypeDef], # (5)- See AutoMLJobCompletionCriteriaTypeDef
- See TimeSeriesTransformationsTypeDef
- See TimeSeriesConfigTypeDef
- See HolidayConfigAttributesTypeDef
- See CandidateGenerationConfigTypeDef
AutoMLChannelTypeDef#
# AutoMLChannelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLChannelTypeDef
def get_value() -> AutoMLChannelTypeDef:
return {
"DataSource": ...,
}
# AutoMLChannelTypeDef definition
class AutoMLChannelTypeDef(TypedDict):
TargetAttributeName: str,
DataSource: NotRequired[AutoMLDataSourceTypeDef], # (1)
CompressionType: NotRequired[CompressionTypeType], # (2)
ContentType: NotRequired[str],
ChannelType: NotRequired[AutoMLChannelTypeType], # (3)
SampleWeightAttributeName: NotRequired[str],AutoMLJobChannelTypeDef#
# AutoMLJobChannelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobChannelTypeDef
def get_value() -> AutoMLJobChannelTypeDef:
return {
"ChannelType": ...,
}
# AutoMLJobChannelTypeDef definition
class AutoMLJobChannelTypeDef(TypedDict):
ChannelType: NotRequired[AutoMLChannelTypeType], # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
DataSource: NotRequired[AutoMLDataSourceTypeDef], # (3)ListAutoMLJobsResponseTypeDef#
# ListAutoMLJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAutoMLJobsResponseTypeDef
def get_value() -> ListAutoMLJobsResponseTypeDef:
return {
"AutoMLJobSummaries": ...,
}
# ListAutoMLJobsResponseTypeDef definition
class ListAutoMLJobsResponseTypeDef(TypedDict):
AutoMLJobSummaries: List[AutoMLJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],AutoMLResolvedAttributesTypeDef#
# AutoMLResolvedAttributesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLResolvedAttributesTypeDef
def get_value() -> AutoMLResolvedAttributesTypeDef:
return {
"AutoMLJobObjective": ...,
}
# AutoMLResolvedAttributesTypeDef definition
class AutoMLResolvedAttributesTypeDef(TypedDict):
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (1)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (2)
AutoMLProblemTypeResolvedAttributes: NotRequired[AutoMLProblemTypeResolvedAttributesTypeDef], # (3)- See AutoMLJobObjectiveTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLProblemTypeResolvedAttributesTypeDef
AutoMLJobConfigOutputTypeDef#
# AutoMLJobConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobConfigOutputTypeDef
def get_value() -> AutoMLJobConfigOutputTypeDef:
return {
"CompletionCriteria": ...,
}
# AutoMLJobConfigOutputTypeDef definition
class AutoMLJobConfigOutputTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
SecurityConfig: NotRequired[AutoMLSecurityConfigOutputTypeDef], # (2)
CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigOutputTypeDef], # (3)
DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef], # (4)
Mode: NotRequired[AutoMLModeType], # (5)- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLSecurityConfigOutputTypeDef
- See AutoMLCandidateGenerationConfigOutputTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLModeType
LabelingJobAlgorithmsConfigOutputTypeDef#
# LabelingJobAlgorithmsConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobAlgorithmsConfigOutputTypeDef
def get_value() -> LabelingJobAlgorithmsConfigOutputTypeDef:
return {
"LabelingJobAlgorithmSpecificationArn": ...,
}
# LabelingJobAlgorithmsConfigOutputTypeDef definition
class LabelingJobAlgorithmsConfigOutputTypeDef(TypedDict):
LabelingJobAlgorithmSpecificationArn: str,
InitialActiveLearningModelArn: NotRequired[str],
LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigOutputTypeDef], # (1)AutoMLJobConfigTypeDef#
# AutoMLJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLJobConfigTypeDef
def get_value() -> AutoMLJobConfigTypeDef:
return {
"CompletionCriteria": ...,
}
# AutoMLJobConfigTypeDef definition
class AutoMLJobConfigTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
SecurityConfig: NotRequired[AutoMLSecurityConfigTypeDef], # (2)
CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigTypeDef], # (3)
DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef], # (4)
Mode: NotRequired[AutoMLModeType], # (5)- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLSecurityConfigTypeDef
- See AutoMLCandidateGenerationConfigTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLModeType
LabelingJobAlgorithmsConfigTypeDef#
# LabelingJobAlgorithmsConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobAlgorithmsConfigTypeDef
def get_value() -> LabelingJobAlgorithmsConfigTypeDef:
return {
"LabelingJobAlgorithmSpecificationArn": ...,
}
# LabelingJobAlgorithmsConfigTypeDef definition
class LabelingJobAlgorithmsConfigTypeDef(TypedDict):
LabelingJobAlgorithmSpecificationArn: str,
InitialActiveLearningModelArn: NotRequired[str],
LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigTypeDef], # (1)ModelMetricsTypeDef#
# ModelMetricsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelMetricsTypeDef
def get_value() -> ModelMetricsTypeDef:
return {
"ModelQuality": ...,
}
# ModelMetricsTypeDef definition
class ModelMetricsTypeDef(TypedDict):
ModelQuality: NotRequired[ModelQualityTypeDef], # (1)
ModelDataQuality: NotRequired[ModelDataQualityTypeDef], # (2)
Bias: NotRequired[BiasTypeDef], # (3)
Explainability: NotRequired[ExplainabilityTypeDef], # (4)- See ModelQualityTypeDef
- See ModelDataQualityTypeDef
- See BiasTypeDef
- See ExplainabilityTypeDef
PipelineExecutionStepMetadataTypeDef#
# PipelineExecutionStepMetadataTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineExecutionStepMetadataTypeDef
def get_value() -> PipelineExecutionStepMetadataTypeDef:
return {
"TrainingJob": ...,
}
# PipelineExecutionStepMetadataTypeDef definition
class PipelineExecutionStepMetadataTypeDef(TypedDict):
TrainingJob: NotRequired[TrainingJobStepMetadataTypeDef], # (1)
ProcessingJob: NotRequired[ProcessingJobStepMetadataTypeDef], # (2)
TransformJob: NotRequired[TransformJobStepMetadataTypeDef], # (3)
TuningJob: NotRequired[TuningJobStepMetaDataTypeDef], # (4)
Model: NotRequired[ModelStepMetadataTypeDef], # (5)
RegisterModel: NotRequired[RegisterModelStepMetadataTypeDef], # (6)
Condition: NotRequired[ConditionStepMetadataTypeDef], # (7)
Callback: NotRequired[CallbackStepMetadataTypeDef], # (8)
Lambda: NotRequired[LambdaStepMetadataTypeDef], # (9)
EMR: NotRequired[EMRStepMetadataTypeDef], # (10)
QualityCheck: NotRequired[QualityCheckStepMetadataTypeDef], # (11)
ClarifyCheck: NotRequired[ClarifyCheckStepMetadataTypeDef], # (12)
Fail: NotRequired[FailStepMetadataTypeDef], # (13)
AutoMLJob: NotRequired[AutoMLJobStepMetadataTypeDef], # (14)
Endpoint: NotRequired[EndpointStepMetadataTypeDef], # (15)
EndpointConfig: NotRequired[EndpointConfigStepMetadataTypeDef], # (16)- See TrainingJobStepMetadataTypeDef
- See ProcessingJobStepMetadataTypeDef
- See TransformJobStepMetadataTypeDef
- See TuningJobStepMetaDataTypeDef
- See ModelStepMetadataTypeDef
- See RegisterModelStepMetadataTypeDef
- See ConditionStepMetadataTypeDef
- See CallbackStepMetadataTypeDef
- See LambdaStepMetadataTypeDef
- See EMRStepMetadataTypeDef
- See QualityCheckStepMetadataTypeDef
- See ClarifyCheckStepMetadataTypeDef
- See FailStepMetadataTypeDef
- See AutoMLJobStepMetadataTypeDef
- See EndpointStepMetadataTypeDef
- See EndpointConfigStepMetadataTypeDef
AutoMLCandidateTypeDef#
# AutoMLCandidateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLCandidateTypeDef
def get_value() -> AutoMLCandidateTypeDef:
return {
"CandidateName": ...,
}
# AutoMLCandidateTypeDef definition
class AutoMLCandidateTypeDef(TypedDict):
CandidateName: str,
ObjectiveStatus: ObjectiveStatusType, # (2)
CandidateSteps: List[AutoMLCandidateStepTypeDef], # (3)
CandidateStatus: CandidateStatusType, # (4)
CreationTime: datetime,
LastModifiedTime: datetime,
FinalAutoMLJobObjectiveMetric: NotRequired[FinalAutoMLJobObjectiveMetricTypeDef], # (1)
InferenceContainers: NotRequired[List[AutoMLContainerDefinitionTypeDef]], # (5)
EndTime: NotRequired[datetime],
FailureReason: NotRequired[str],
CandidateProperties: NotRequired[CandidatePropertiesTypeDef], # (6)
InferenceContainerDefinitions: NotRequired[Dict[AutoMLProcessingUnitType, List[AutoMLContainerDefinitionTypeDef]]], # (7)- See FinalAutoMLJobObjectiveMetricTypeDef
- See ObjectiveStatusType
- See AutoMLCandidateStepTypeDef
- See CandidateStatusType
- See AutoMLContainerDefinitionTypeDef
- See CandidatePropertiesTypeDef
- See AutoMLProcessingUnitType AutoMLContainerDefinitionTypeDef
BlueGreenUpdatePolicyTypeDef#
# BlueGreenUpdatePolicyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BlueGreenUpdatePolicyTypeDef
def get_value() -> BlueGreenUpdatePolicyTypeDef:
return {
"TrafficRoutingConfiguration": ...,
}
# BlueGreenUpdatePolicyTypeDef definition
class BlueGreenUpdatePolicyTypeDef(TypedDict):
TrafficRoutingConfiguration: TrafficRoutingConfigTypeDef, # (1)
TerminationWaitInSeconds: NotRequired[int],
MaximumExecutionTimeoutInSeconds: NotRequired[int],EndpointInputConfigurationOutputTypeDef#
# EndpointInputConfigurationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointInputConfigurationOutputTypeDef
def get_value() -> EndpointInputConfigurationOutputTypeDef:
return {
"InstanceType": ...,
}
# EndpointInputConfigurationOutputTypeDef definition
class EndpointInputConfigurationOutputTypeDef(TypedDict):
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)
InferenceSpecificationName: NotRequired[str],
EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesOutputTypeDef], # (3)- See ProductionVariantInstanceTypeType
- See ProductionVariantServerlessConfigTypeDef
- See EnvironmentParameterRangesOutputTypeDef
ParameterRangesTypeDef#
# ParameterRangesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ParameterRangesTypeDef
def get_value() -> ParameterRangesTypeDef:
return {
"IntegerParameterRanges": ...,
}
# ParameterRangesTypeDef definition
class ParameterRangesTypeDef(TypedDict):
IntegerParameterRanges: NotRequired[Sequence[IntegerParameterRangeTypeDef]], # (1)
ContinuousParameterRanges: NotRequired[Sequence[ContinuousParameterRangeTypeDef]], # (2)
CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterRangeUnionTypeDef]], # (3)
AutoParameters: NotRequired[Sequence[AutoParameterTypeDef]], # (4)- See IntegerParameterRangeTypeDef
- See ContinuousParameterRangeTypeDef
- See CategoricalParameterRangeTypeDef CategoricalParameterRangeOutputTypeDef
- See AutoParameterTypeDef
EndpointInputConfigurationTypeDef#
# EndpointInputConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointInputConfigurationTypeDef
def get_value() -> EndpointInputConfigurationTypeDef:
return {
"InstanceType": ...,
}
# EndpointInputConfigurationTypeDef definition
class EndpointInputConfigurationTypeDef(TypedDict):
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)
InferenceSpecificationName: NotRequired[str],
EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesTypeDef], # (3)- See ProductionVariantInstanceTypeType
- See ProductionVariantServerlessConfigTypeDef
- See EnvironmentParameterRangesTypeDef
ClarifyExplainerConfigOutputTypeDef#
# ClarifyExplainerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyExplainerConfigOutputTypeDef
def get_value() -> ClarifyExplainerConfigOutputTypeDef:
return {
"EnableExplanations": ...,
}
# ClarifyExplainerConfigOutputTypeDef definition
class ClarifyExplainerConfigOutputTypeDef(TypedDict):
ShapConfig: ClarifyShapConfigTypeDef, # (2)
EnableExplanations: NotRequired[str],
InferenceConfig: NotRequired[ClarifyInferenceConfigOutputTypeDef], # (1)ClarifyExplainerConfigTypeDef#
# ClarifyExplainerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClarifyExplainerConfigTypeDef
def get_value() -> ClarifyExplainerConfigTypeDef:
return {
"EnableExplanations": ...,
}
# ClarifyExplainerConfigTypeDef definition
class ClarifyExplainerConfigTypeDef(TypedDict):
ShapConfig: ClarifyShapConfigTypeDef, # (2)
EnableExplanations: NotRequired[str],
InferenceConfig: NotRequired[ClarifyInferenceConfigTypeDef], # (1)ClusterInstanceGroupDetailsTypeDef#
# ClusterInstanceGroupDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterInstanceGroupDetailsTypeDef
def get_value() -> ClusterInstanceGroupDetailsTypeDef:
return {
"CurrentCount": ...,
}
# ClusterInstanceGroupDetailsTypeDef definition
class ClusterInstanceGroupDetailsTypeDef(TypedDict):
CurrentCount: NotRequired[int],
TargetCount: NotRequired[int],
InstanceGroupName: NotRequired[str],
InstanceType: NotRequired[ClusterInstanceTypeType], # (1)
LifeCycleConfig: NotRequired[ClusterLifeCycleConfigTypeDef], # (2)
ExecutionRole: NotRequired[str],
ThreadsPerCore: NotRequired[int],
InstanceStorageConfigs: NotRequired[List[ClusterInstanceStorageConfigTypeDef]], # (3)
OnStartDeepHealthChecks: NotRequired[List[DeepHealthCheckTypeType]], # (4)
Status: NotRequired[InstanceGroupStatusType], # (5)
TrainingPlanArn: NotRequired[str],
TrainingPlanStatus: NotRequired[str],
OverrideVpcConfig: NotRequired[VpcConfigOutputTypeDef], # (6)- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See DeepHealthCheckTypeType
- See InstanceGroupStatusType
- See VpcConfigOutputTypeDef
ClusterInstanceGroupSpecificationTypeDef#
# ClusterInstanceGroupSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterInstanceGroupSpecificationTypeDef
def get_value() -> ClusterInstanceGroupSpecificationTypeDef:
return {
"InstanceCount": ...,
}
# ClusterInstanceGroupSpecificationTypeDef definition
class ClusterInstanceGroupSpecificationTypeDef(TypedDict):
InstanceCount: int,
InstanceGroupName: str,
InstanceType: ClusterInstanceTypeType, # (1)
LifeCycleConfig: ClusterLifeCycleConfigTypeDef, # (2)
ExecutionRole: str,
ThreadsPerCore: NotRequired[int],
InstanceStorageConfigs: NotRequired[Sequence[ClusterInstanceStorageConfigTypeDef]], # (3)
OnStartDeepHealthChecks: NotRequired[Sequence[DeepHealthCheckTypeType]], # (4)
TrainingPlanArn: NotRequired[str],
OverrideVpcConfig: NotRequired[VpcConfigUnionTypeDef], # (5)- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See DeepHealthCheckTypeType
- See VpcConfigTypeDef VpcConfigOutputTypeDef
ClusterNodeDetailsTypeDef#
# ClusterNodeDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ClusterNodeDetailsTypeDef
def get_value() -> ClusterNodeDetailsTypeDef:
return {
"InstanceGroupName": ...,
}
# ClusterNodeDetailsTypeDef definition
class ClusterNodeDetailsTypeDef(TypedDict):
InstanceGroupName: NotRequired[str],
InstanceId: NotRequired[str],
InstanceStatus: NotRequired[ClusterInstanceStatusDetailsTypeDef], # (1)
InstanceType: NotRequired[ClusterInstanceTypeType], # (2)
LaunchTime: NotRequired[datetime],
LifeCycleConfig: NotRequired[ClusterLifeCycleConfigTypeDef], # (3)
OverrideVpcConfig: NotRequired[VpcConfigOutputTypeDef], # (4)
ThreadsPerCore: NotRequired[int],
InstanceStorageConfigs: NotRequired[List[ClusterInstanceStorageConfigTypeDef]], # (5)
PrivatePrimaryIp: NotRequired[str],
PrivatePrimaryIpv6: NotRequired[str],
PrivateDnsHostname: NotRequired[str],
Placement: NotRequired[ClusterInstancePlacementTypeDef], # (6)- See ClusterInstanceStatusDetailsTypeDef
- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See VpcConfigOutputTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See ClusterInstancePlacementTypeDef
ListClusterNodesResponseTypeDef#
# ListClusterNodesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListClusterNodesResponseTypeDef
def get_value() -> ListClusterNodesResponseTypeDef:
return {
"NextToken": ...,
}
# ListClusterNodesResponseTypeDef definition
class ListClusterNodesResponseTypeDef(TypedDict):
NextToken: str,
ClusterNodeSummaries: List[ClusterNodeSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListCodeRepositoriesOutputTypeDef#
# ListCodeRepositoriesOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCodeRepositoriesOutputTypeDef
def get_value() -> ListCodeRepositoriesOutputTypeDef:
return {
"CodeRepositorySummaryList": ...,
}
# ListCodeRepositoriesOutputTypeDef definition
class ListCodeRepositoriesOutputTypeDef(TypedDict):
CodeRepositorySummaryList: List[CodeRepositorySummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],FeatureDefinitionTypeDef#
# FeatureDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FeatureDefinitionTypeDef
def get_value() -> FeatureDefinitionTypeDef:
return {
"FeatureName": ...,
}
# FeatureDefinitionTypeDef definition
class FeatureDefinitionTypeDef(TypedDict):
FeatureName: str,
FeatureType: FeatureTypeType, # (1)
CollectionType: NotRequired[CollectionTypeType], # (2)
CollectionConfig: NotRequired[CollectionConfigTypeDef], # (3)- See FeatureTypeType
- See CollectionTypeType
- See CollectionConfigTypeDef
ComputeQuotaSummaryTypeDef#
# ComputeQuotaSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ComputeQuotaSummaryTypeDef
def get_value() -> ComputeQuotaSummaryTypeDef:
return {
"ComputeQuotaArn": ...,
}
# ComputeQuotaSummaryTypeDef definition
class ComputeQuotaSummaryTypeDef(TypedDict):
ComputeQuotaArn: str,
ComputeQuotaId: str,
Name: str,
Status: SchedulerResourceStatusType, # (1)
ComputeQuotaTarget: ComputeQuotaTargetTypeDef, # (3)
CreationTime: datetime,
ComputeQuotaVersion: NotRequired[int],
ClusterArn: NotRequired[str],
ComputeQuotaConfig: NotRequired[ComputeQuotaConfigOutputTypeDef], # (2)
ActivationState: NotRequired[ActivationStateType], # (4)
LastModifiedTime: NotRequired[datetime],- See SchedulerResourceStatusType
- See ComputeQuotaConfigOutputTypeDef
- See ComputeQuotaTargetTypeDef
- See ActivationStateType
ListContextsResponseTypeDef#
# ListContextsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListContextsResponseTypeDef
def get_value() -> ListContextsResponseTypeDef:
return {
"ContextSummaries": ...,
}
# ListContextsResponseTypeDef definition
class ListContextsResponseTypeDef(TypedDict):
ContextSummaries: List[ContextSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],QueryLineageRequestTypeDef#
# QueryLineageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import QueryLineageRequestTypeDef
def get_value() -> QueryLineageRequestTypeDef:
return {
"StartArns": ...,
}
# QueryLineageRequestTypeDef definition
class QueryLineageRequestTypeDef(TypedDict):
StartArns: NotRequired[Sequence[str]],
Direction: NotRequired[DirectionType], # (1)
IncludeEdges: NotRequired[bool],
Filters: NotRequired[QueryFiltersTypeDef], # (2)
MaxDepth: NotRequired[int],
MaxResults: NotRequired[int],
NextToken: NotRequired[str],- See DirectionType
- See QueryFiltersTypeDef
ChannelOutputTypeDef#
# ChannelOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ChannelOutputTypeDef
def get_value() -> ChannelOutputTypeDef:
return {
"ChannelName": ...,
}
# ChannelOutputTypeDef definition
class ChannelOutputTypeDef(TypedDict):
ChannelName: str,
DataSource: DataSourceOutputTypeDef, # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
RecordWrapperType: NotRequired[RecordWrapperType], # (3)
InputMode: NotRequired[TrainingInputModeType], # (4)
ShuffleConfig: NotRequired[ShuffleConfigTypeDef], # (5)- See DataSourceOutputTypeDef
- See CompressionTypeType
- See RecordWrapperType
- See TrainingInputModeType
- See ShuffleConfigTypeDef
ProcessingInputTypeDef#
# ProcessingInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingInputTypeDef
def get_value() -> ProcessingInputTypeDef:
return {
"InputName": ...,
}
# ProcessingInputTypeDef definition
class ProcessingInputTypeDef(TypedDict):
InputName: str,
AppManaged: NotRequired[bool],
S3Input: NotRequired[ProcessingS3InputTypeDef], # (1)
DatasetDefinition: NotRequired[DatasetDefinitionTypeDef], # (2)InferenceComponentSpecificationSummaryTypeDef#
# InferenceComponentSpecificationSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceComponentSpecificationSummaryTypeDef
def get_value() -> InferenceComponentSpecificationSummaryTypeDef:
return {
"ModelName": ...,
}
# InferenceComponentSpecificationSummaryTypeDef definition
class InferenceComponentSpecificationSummaryTypeDef(TypedDict):
ModelName: NotRequired[str],
Container: NotRequired[InferenceComponentContainerSpecificationSummaryTypeDef], # (1)
StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef], # (2)
ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef], # (3)
BaseInferenceComponentName: NotRequired[str],- See InferenceComponentContainerSpecificationSummaryTypeDef
- See InferenceComponentStartupParametersTypeDef
- See InferenceComponentComputeResourceRequirementsTypeDef
DescribeEdgeDeploymentPlanResponseTypeDef#
# DescribeEdgeDeploymentPlanResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEdgeDeploymentPlanResponseTypeDef
def get_value() -> DescribeEdgeDeploymentPlanResponseTypeDef:
return {
"EdgeDeploymentPlanArn": ...,
}
# DescribeEdgeDeploymentPlanResponseTypeDef definition
class DescribeEdgeDeploymentPlanResponseTypeDef(TypedDict):
EdgeDeploymentPlanArn: str,
EdgeDeploymentPlanName: str,
ModelConfigs: List[EdgeDeploymentModelConfigTypeDef], # (1)
DeviceFleetName: str,
EdgeDeploymentSuccess: int,
EdgeDeploymentPending: int,
EdgeDeploymentFailed: int,
Stages: List[DeploymentStageStatusSummaryTypeDef], # (2)
CreationTime: datetime,
LastModifiedTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (3)
NextToken: NotRequired[str],- See EdgeDeploymentModelConfigTypeDef
- See DeploymentStageStatusSummaryTypeDef
- See ResponseMetadataTypeDef
ListExperimentsResponseTypeDef#
# ListExperimentsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListExperimentsResponseTypeDef
def get_value() -> ListExperimentsResponseTypeDef:
return {
"ExperimentSummaries": ...,
}
# ListExperimentsResponseTypeDef definition
class ListExperimentsResponseTypeDef(TypedDict):
ExperimentSummaries: List[ExperimentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListFeatureGroupsResponseTypeDef#
# ListFeatureGroupsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListFeatureGroupsResponseTypeDef
def get_value() -> ListFeatureGroupsResponseTypeDef:
return {
"FeatureGroupSummaries": ...,
}
# ListFeatureGroupsResponseTypeDef definition
class ListFeatureGroupsResponseTypeDef(TypedDict):
FeatureGroupSummaries: List[FeatureGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListInferenceExperimentsResponseTypeDef#
# ListInferenceExperimentsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceExperimentsResponseTypeDef
def get_value() -> ListInferenceExperimentsResponseTypeDef:
return {
"InferenceExperiments": ...,
}
# ListInferenceExperimentsResponseTypeDef definition
class ListInferenceExperimentsResponseTypeDef(TypedDict):
InferenceExperiments: List[InferenceExperimentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrainingJobsResponseTypeDef#
# ListTrainingJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsResponseTypeDef
def get_value() -> ListTrainingJobsResponseTypeDef:
return {
"TrainingJobSummaries": ...,
}
# ListTrainingJobsResponseTypeDef definition
class ListTrainingJobsResponseTypeDef(TypedDict):
TrainingJobSummaries: List[TrainingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrainingPlansResponseTypeDef#
# ListTrainingPlansResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingPlansResponseTypeDef
def get_value() -> ListTrainingPlansResponseTypeDef:
return {
"NextToken": ...,
}
# ListTrainingPlansResponseTypeDef definition
class ListTrainingPlansResponseTypeDef(TypedDict):
TrainingPlanSummaries: List[TrainingPlanSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrialsResponseTypeDef#
# ListTrialsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialsResponseTypeDef
def get_value() -> ListTrialsResponseTypeDef:
return {
"TrialSummaries": ...,
}
# ListTrialsResponseTypeDef definition
class ListTrialsResponseTypeDef(TypedDict):
TrialSummaries: List[TrialSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateEndpointWeightsAndCapacitiesInputTypeDef#
# UpdateEndpointWeightsAndCapacitiesInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateEndpointWeightsAndCapacitiesInputTypeDef
def get_value() -> UpdateEndpointWeightsAndCapacitiesInputTypeDef:
return {
"EndpointName": ...,
}
# UpdateEndpointWeightsAndCapacitiesInputTypeDef definition
class UpdateEndpointWeightsAndCapacitiesInputTypeDef(TypedDict):
EndpointName: str,
DesiredWeightsAndCapacities: Sequence[DesiredWeightAndCapacityTypeDef], # (1)DeploymentStageTypeDef#
# DeploymentStageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeploymentStageTypeDef
def get_value() -> DeploymentStageTypeDef:
return {
"StageName": ...,
}
# DeploymentStageTypeDef definition
class DeploymentStageTypeDef(TypedDict):
StageName: str,
DeviceSelectionConfig: DeviceSelectionConfigUnionTypeDef, # (1)
DeploymentConfig: NotRequired[EdgeDeploymentConfigTypeDef], # (2)ListDevicesResponseTypeDef#
# ListDevicesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListDevicesResponseTypeDef
def get_value() -> ListDevicesResponseTypeDef:
return {
"DeviceSummaries": ...,
}
# ListDevicesResponseTypeDef definition
class ListDevicesResponseTypeDef(TypedDict):
DeviceSummaries: List[DeviceSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DomainSettingsForUpdateTypeDef#
# DomainSettingsForUpdateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DomainSettingsForUpdateTypeDef
def get_value() -> DomainSettingsForUpdateTypeDef:
return {
"RStudioServerProDomainSettingsForUpdate": ...,
}
# DomainSettingsForUpdateTypeDef definition
class DomainSettingsForUpdateTypeDef(TypedDict):
RStudioServerProDomainSettingsForUpdate: NotRequired[RStudioServerProDomainSettingsForUpdateTypeDef], # (1)
ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType], # (2)
SecurityGroupIds: NotRequired[Sequence[str]],
DockerSettings: NotRequired[DockerSettingsUnionTypeDef], # (3)
AmazonQSettings: NotRequired[AmazonQSettingsTypeDef], # (4)- See RStudioServerProDomainSettingsForUpdateTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsTypeDef DockerSettingsOutputTypeDef
- See AmazonQSettingsTypeDef
DriftCheckBaselinesTypeDef#
# DriftCheckBaselinesTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DriftCheckBaselinesTypeDef
def get_value() -> DriftCheckBaselinesTypeDef:
return {
"Bias": ...,
}
# DriftCheckBaselinesTypeDef definition
class DriftCheckBaselinesTypeDef(TypedDict):
Bias: NotRequired[DriftCheckBiasTypeDef], # (1)
Explainability: NotRequired[DriftCheckExplainabilityTypeDef], # (2)
ModelQuality: NotRequired[DriftCheckModelQualityTypeDef], # (3)
ModelDataQuality: NotRequired[DriftCheckModelDataQualityTypeDef], # (4)- See DriftCheckBiasTypeDef
- See DriftCheckExplainabilityTypeDef
- See DriftCheckModelQualityTypeDef
- See DriftCheckModelDataQualityTypeDef
SpaceSettingsSummaryTypeDef#
# SpaceSettingsSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceSettingsSummaryTypeDef
def get_value() -> SpaceSettingsSummaryTypeDef:
return {
"AppType": ...,
}
# SpaceSettingsSummaryTypeDef definition
class SpaceSettingsSummaryTypeDef(TypedDict):
AppType: NotRequired[AppTypeType], # (1)
SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef], # (2)InferenceRecommendationTypeDef#
# InferenceRecommendationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceRecommendationTypeDef
def get_value() -> InferenceRecommendationTypeDef:
return {
"RecommendationId": ...,
}
# InferenceRecommendationTypeDef definition
class InferenceRecommendationTypeDef(TypedDict):
EndpointConfiguration: EndpointOutputConfigurationTypeDef, # (2)
ModelConfiguration: ModelConfigurationTypeDef, # (3)
RecommendationId: NotRequired[str],
Metrics: NotRequired[RecommendationMetricsTypeDef], # (1)
InvocationEndTime: NotRequired[datetime],
InvocationStartTime: NotRequired[datetime],- See RecommendationMetricsTypeDef
- See EndpointOutputConfigurationTypeDef
- See ModelConfigurationTypeDef
RecommendationJobInferenceBenchmarkTypeDef#
# RecommendationJobInferenceBenchmarkTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobInferenceBenchmarkTypeDef
def get_value() -> RecommendationJobInferenceBenchmarkTypeDef:
return {
"Metrics": ...,
}
# RecommendationJobInferenceBenchmarkTypeDef definition
class RecommendationJobInferenceBenchmarkTypeDef(TypedDict):
ModelConfiguration: ModelConfigurationTypeDef, # (4)
Metrics: NotRequired[RecommendationMetricsTypeDef], # (1)
EndpointMetrics: NotRequired[InferenceMetricsTypeDef], # (2)
EndpointConfiguration: NotRequired[EndpointOutputConfigurationTypeDef], # (3)
FailureReason: NotRequired[str],
InvocationEndTime: NotRequired[datetime],
InvocationStartTime: NotRequired[datetime],- See RecommendationMetricsTypeDef
- See InferenceMetricsTypeDef
- See EndpointOutputConfigurationTypeDef
- See ModelConfigurationTypeDef
SearchExpressionPaginatorTypeDef#
# SearchExpressionPaginatorTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchExpressionPaginatorTypeDef
def get_value() -> SearchExpressionPaginatorTypeDef:
return {
"Filters": ...,
}
# SearchExpressionPaginatorTypeDef definition
class SearchExpressionPaginatorTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]], # (2)
SubExpressions: NotRequired[Sequence[Mapping[str, Any]]],
Operator: NotRequired[BooleanOperatorType], # (3)- See FilterTypeDef
- See NestedFiltersTypeDef
- See BooleanOperatorType
SearchExpressionTypeDef#
# SearchExpressionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchExpressionTypeDef
def get_value() -> SearchExpressionTypeDef:
return {
"Filters": ...,
}
# SearchExpressionTypeDef definition
class SearchExpressionTypeDef(TypedDict):
Filters: NotRequired[Sequence[FilterTypeDef]], # (1)
NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]], # (2)
SubExpressions: NotRequired[Sequence[Mapping[str, Any]]],
Operator: NotRequired[BooleanOperatorType], # (3)- See FilterTypeDef
- See NestedFiltersTypeDef
- See BooleanOperatorType
ListTrainingJobsForHyperParameterTuningJobResponseTypeDef#
# ListTrainingJobsForHyperParameterTuningJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobResponseTypeDef
def get_value() -> ListTrainingJobsForHyperParameterTuningJobResponseTypeDef:
return {
"TrainingJobSummaries": ...,
}
# ListTrainingJobsForHyperParameterTuningJobResponseTypeDef definition
class ListTrainingJobsForHyperParameterTuningJobResponseTypeDef(TypedDict):
TrainingJobSummaries: List[HyperParameterTrainingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListHyperParameterTuningJobsResponseTypeDef#
# ListHyperParameterTuningJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsResponseTypeDef
def get_value() -> ListHyperParameterTuningJobsResponseTypeDef:
return {
"HyperParameterTuningJobSummaries": ...,
}
# ListHyperParameterTuningJobsResponseTypeDef definition
class ListHyperParameterTuningJobsResponseTypeDef(TypedDict):
HyperParameterTuningJobSummaries: List[HyperParameterTuningJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],AssociationSummaryTypeDef#
# AssociationSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AssociationSummaryTypeDef
def get_value() -> AssociationSummaryTypeDef:
return {
"SourceArn": ...,
}
# AssociationSummaryTypeDef definition
class AssociationSummaryTypeDef(TypedDict):
SourceArn: NotRequired[str],
DestinationArn: NotRequired[str],
SourceType: NotRequired[str],
DestinationType: NotRequired[str],
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)
SourceName: NotRequired[str],
DestinationName: NotRequired[str],
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (2)DescribeActionResponseTypeDef#
# DescribeActionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeActionResponseTypeDef
def get_value() -> DescribeActionResponseTypeDef:
return {
"ActionName": ...,
}
# DescribeActionResponseTypeDef definition
class DescribeActionResponseTypeDef(TypedDict):
ActionName: str,
ActionArn: str,
Source: ActionSourceTypeDef, # (1)
ActionType: str,
Description: str,
Status: ActionStatusType, # (2)
Properties: Dict[str, str],
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (3)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (3)
MetadataProperties: MetadataPropertiesTypeDef, # (5)
LineageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ActionSourceTypeDef
- See ActionStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ResponseMetadataTypeDef
DescribeArtifactResponseTypeDef#
# DescribeArtifactResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeArtifactResponseTypeDef
def get_value() -> DescribeArtifactResponseTypeDef:
return {
"ArtifactName": ...,
}
# DescribeArtifactResponseTypeDef definition
class DescribeArtifactResponseTypeDef(TypedDict):
ArtifactName: str,
ArtifactArn: str,
Source: ArtifactSourceOutputTypeDef, # (1)
ArtifactType: str,
Properties: Dict[str, str],
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (2)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (2)
MetadataProperties: MetadataPropertiesTypeDef, # (4)
LineageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See ArtifactSourceOutputTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ResponseMetadataTypeDef
DescribeComputeQuotaResponseTypeDef#
# DescribeComputeQuotaResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeComputeQuotaResponseTypeDef
def get_value() -> DescribeComputeQuotaResponseTypeDef:
return {
"ComputeQuotaArn": ...,
}
# DescribeComputeQuotaResponseTypeDef definition
class DescribeComputeQuotaResponseTypeDef(TypedDict):
ComputeQuotaArn: str,
ComputeQuotaId: str,
Name: str,
Description: str,
ComputeQuotaVersion: int,
Status: SchedulerResourceStatusType, # (1)
FailureReason: str,
ClusterArn: str,
ComputeQuotaConfig: ComputeQuotaConfigOutputTypeDef, # (2)
ComputeQuotaTarget: ComputeQuotaTargetTypeDef, # (3)
ActivationState: ActivationStateType, # (4)
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (5)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (5)
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See SchedulerResourceStatusType
- See ComputeQuotaConfigOutputTypeDef
- See ComputeQuotaTargetTypeDef
- See ActivationStateType
- See UserContextTypeDef
- See UserContextTypeDef
- See ResponseMetadataTypeDef
DescribeContextResponseTypeDef#
# DescribeContextResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeContextResponseTypeDef
def get_value() -> DescribeContextResponseTypeDef:
return {
"ContextName": ...,
}
# DescribeContextResponseTypeDef definition
class DescribeContextResponseTypeDef(TypedDict):
ContextName: str,
ContextArn: str,
Source: ContextSourceTypeDef, # (1)
ContextType: str,
Description: str,
Properties: Dict[str, str],
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (2)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (2)
LineageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (4)DescribeExperimentResponseTypeDef#
# DescribeExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeExperimentResponseTypeDef
def get_value() -> DescribeExperimentResponseTypeDef:
return {
"ExperimentName": ...,
}
# DescribeExperimentResponseTypeDef definition
class DescribeExperimentResponseTypeDef(TypedDict):
ExperimentName: str,
ExperimentArn: str,
DisplayName: str,
Source: ExperimentSourceTypeDef, # (1)
Description: str,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (2)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See ExperimentSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ResponseMetadataTypeDef
DescribeLineageGroupResponseTypeDef#
# DescribeLineageGroupResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeLineageGroupResponseTypeDef
def get_value() -> DescribeLineageGroupResponseTypeDef:
return {
"LineageGroupName": ...,
}
# DescribeLineageGroupResponseTypeDef definition
class DescribeLineageGroupResponseTypeDef(TypedDict):
LineageGroupName: str,
LineageGroupArn: str,
DisplayName: str,
Description: str,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (1)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (3)DescribeMlflowTrackingServerResponseTypeDef#
# DescribeMlflowTrackingServerResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeMlflowTrackingServerResponseTypeDef
def get_value() -> DescribeMlflowTrackingServerResponseTypeDef:
return {
"TrackingServerArn": ...,
}
# DescribeMlflowTrackingServerResponseTypeDef definition
class DescribeMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
TrackingServerName: str,
ArtifactStoreUri: str,
TrackingServerSize: TrackingServerSizeType, # (1)
MlflowVersion: str,
RoleArn: str,
TrackingServerStatus: TrackingServerStatusType, # (2)
IsActive: IsTrackingServerActiveType, # (3)
TrackingServerUrl: str,
WeeklyMaintenanceWindowStart: str,
AutomaticModelRegistration: bool,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (4)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See TrackingServerSizeType
- See TrackingServerStatusType
- See IsTrackingServerActiveType
- See UserContextTypeDef
- See UserContextTypeDef
- See ResponseMetadataTypeDef
DescribeModelCardResponseTypeDef#
# DescribeModelCardResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelCardResponseTypeDef
def get_value() -> DescribeModelCardResponseTypeDef:
return {
"ModelCardArn": ...,
}
# DescribeModelCardResponseTypeDef definition
class DescribeModelCardResponseTypeDef(TypedDict):
ModelCardArn: str,
ModelCardName: str,
ModelCardVersion: int,
Content: str,
ModelCardStatus: ModelCardStatusType, # (1)
SecurityConfig: ModelCardSecurityConfigTypeDef, # (2)
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (3)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (3)
ModelCardProcessingStatus: ModelCardProcessingStatusType, # (5)
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ModelCardProcessingStatusType
- See ResponseMetadataTypeDef
DescribeModelPackageGroupOutputTypeDef#
# DescribeModelPackageGroupOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelPackageGroupOutputTypeDef
def get_value() -> DescribeModelPackageGroupOutputTypeDef:
return {
"ModelPackageGroupName": ...,
}
# DescribeModelPackageGroupOutputTypeDef definition
class DescribeModelPackageGroupOutputTypeDef(TypedDict):
ModelPackageGroupName: str,
ModelPackageGroupArn: str,
ModelPackageGroupDescription: str,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (1)
ModelPackageGroupStatus: ModelPackageGroupStatusType, # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)DescribePipelineResponseTypeDef#
# DescribePipelineResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineResponseTypeDef
def get_value() -> DescribePipelineResponseTypeDef:
return {
"PipelineArn": ...,
}
# DescribePipelineResponseTypeDef definition
class DescribePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
PipelineName: str,
PipelineDisplayName: str,
PipelineDefinition: str,
PipelineDescription: str,
RoleArn: str,
PipelineStatus: PipelineStatusType, # (1)
CreationTime: datetime,
LastModifiedTime: datetime,
LastRunTime: datetime,
CreatedBy: UserContextTypeDef, # (2)
LastModifiedBy: UserContextTypeDef, # (2)
ParallelismConfiguration: ParallelismConfigurationTypeDef, # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See PipelineStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See ResponseMetadataTypeDef
DescribeTrialComponentResponseTypeDef#
# DescribeTrialComponentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrialComponentResponseTypeDef
def get_value() -> DescribeTrialComponentResponseTypeDef:
return {
"TrialComponentName": ...,
}
# DescribeTrialComponentResponseTypeDef definition
class DescribeTrialComponentResponseTypeDef(TypedDict):
TrialComponentName: str,
TrialComponentArn: str,
DisplayName: str,
Source: TrialComponentSourceTypeDef, # (1)
Status: TrialComponentStatusTypeDef, # (2)
StartTime: datetime,
EndTime: datetime,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (3)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (3)
Parameters: Dict[str, TrialComponentParameterValueTypeDef], # (5)
InputArtifacts: Dict[str, TrialComponentArtifactTypeDef], # (6)
OutputArtifacts: Dict[str, TrialComponentArtifactTypeDef], # (6)
MetadataProperties: MetadataPropertiesTypeDef, # (8)
Metrics: List[TrialComponentMetricSummaryTypeDef], # (9)
LineageGroupArn: str,
Sources: List[TrialComponentSourceTypeDef], # (10)
ResponseMetadata: ResponseMetadataTypeDef, # (11)- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See MetadataPropertiesTypeDef
- See TrialComponentMetricSummaryTypeDef
- See TrialComponentSourceTypeDef
- See ResponseMetadataTypeDef
DescribeTrialResponseTypeDef#
# DescribeTrialResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrialResponseTypeDef
def get_value() -> DescribeTrialResponseTypeDef:
return {
"TrialName": ...,
}
# DescribeTrialResponseTypeDef definition
class DescribeTrialResponseTypeDef(TypedDict):
TrialName: str,
TrialArn: str,
DisplayName: str,
ExperimentName: str,
Source: TrialSourceTypeDef, # (1)
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (2)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (2)
MetadataProperties: MetadataPropertiesTypeDef, # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See TrialSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ResponseMetadataTypeDef
ExperimentTypeDef#
# ExperimentTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExperimentTypeDef
def get_value() -> ExperimentTypeDef:
return {
"ExperimentName": ...,
}
# ExperimentTypeDef definition
class ExperimentTypeDef(TypedDict):
ExperimentName: NotRequired[str],
ExperimentArn: NotRequired[str],
DisplayName: NotRequired[str],
Source: NotRequired[ExperimentSourceTypeDef], # (1)
Description: NotRequired[str],
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (2)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (2)
Tags: NotRequired[List[TagTypeDef]], # (4)- See ExperimentSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TagTypeDef
ModelCardTypeDef#
# ModelCardTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelCardTypeDef
def get_value() -> ModelCardTypeDef:
return {
"ModelCardArn": ...,
}
# ModelCardTypeDef definition
class ModelCardTypeDef(TypedDict):
ModelCardArn: NotRequired[str],
ModelCardName: NotRequired[str],
ModelCardVersion: NotRequired[int],
Content: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef], # (2)
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (3)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (3)
Tags: NotRequired[List[TagTypeDef]], # (5)
ModelId: NotRequired[str],
RiskRating: NotRequired[str],
ModelPackageGroupName: NotRequired[str],- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TagTypeDef
ModelDashboardModelCardTypeDef#
# ModelDashboardModelCardTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDashboardModelCardTypeDef
def get_value() -> ModelDashboardModelCardTypeDef:
return {
"ModelCardArn": ...,
}
# ModelDashboardModelCardTypeDef definition
class ModelDashboardModelCardTypeDef(TypedDict):
ModelCardArn: NotRequired[str],
ModelCardName: NotRequired[str],
ModelCardVersion: NotRequired[int],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)
SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef], # (2)
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (3)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (3)
Tags: NotRequired[List[TagTypeDef]], # (5)
ModelId: NotRequired[str],
RiskRating: NotRequired[str],- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TagTypeDef
ModelPackageGroupTypeDef#
# ModelPackageGroupTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageGroupTypeDef
def get_value() -> ModelPackageGroupTypeDef:
return {
"ModelPackageGroupName": ...,
}
# ModelPackageGroupTypeDef definition
class ModelPackageGroupTypeDef(TypedDict):
ModelPackageGroupName: NotRequired[str],
ModelPackageGroupArn: NotRequired[str],
ModelPackageGroupDescription: NotRequired[str],
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (1)
ModelPackageGroupStatus: NotRequired[ModelPackageGroupStatusType], # (2)
Tags: NotRequired[List[TagTypeDef]], # (3)- See UserContextTypeDef
- See ModelPackageGroupStatusType
- See TagTypeDef
PipelineTypeDef#
# PipelineTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineTypeDef
def get_value() -> PipelineTypeDef:
return {
"PipelineArn": ...,
}
# PipelineTypeDef definition
class PipelineTypeDef(TypedDict):
PipelineArn: NotRequired[str],
PipelineName: NotRequired[str],
PipelineDisplayName: NotRequired[str],
PipelineDescription: NotRequired[str],
RoleArn: NotRequired[str],
PipelineStatus: NotRequired[PipelineStatusType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
LastRunTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (2)
LastModifiedBy: NotRequired[UserContextTypeDef], # (2)
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (4)
Tags: NotRequired[List[TagTypeDef]], # (5)- See PipelineStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See TagTypeDef
TrialComponentSimpleSummaryTypeDef#
# TrialComponentSimpleSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentSimpleSummaryTypeDef
def get_value() -> TrialComponentSimpleSummaryTypeDef:
return {
"TrialComponentName": ...,
}
# TrialComponentSimpleSummaryTypeDef definition
class TrialComponentSimpleSummaryTypeDef(TypedDict):
TrialComponentName: NotRequired[str],
TrialComponentArn: NotRequired[str],
TrialComponentSource: NotRequired[TrialComponentSourceTypeDef], # (1)
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (2)TrialComponentSummaryTypeDef#
# TrialComponentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentSummaryTypeDef
def get_value() -> TrialComponentSummaryTypeDef:
return {
"TrialComponentName": ...,
}
# TrialComponentSummaryTypeDef definition
class TrialComponentSummaryTypeDef(TypedDict):
TrialComponentName: NotRequired[str],
TrialComponentArn: NotRequired[str],
DisplayName: NotRequired[str],
TrialComponentSource: NotRequired[TrialComponentSourceTypeDef], # (1)
Status: NotRequired[TrialComponentStatusTypeDef], # (2)
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (3)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (3)- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
WorkerAccessConfigurationTypeDef#
# WorkerAccessConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkerAccessConfigurationTypeDef
def get_value() -> WorkerAccessConfigurationTypeDef:
return {
"S3Presign": ...,
}
# WorkerAccessConfigurationTypeDef definition
class WorkerAccessConfigurationTypeDef(TypedDict):
S3Presign: NotRequired[S3PresignTypeDef], # (1)- See S3PresignTypeDef
CreateInferenceComponentInputTypeDef#
# CreateInferenceComponentInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceComponentInputTypeDef
def get_value() -> CreateInferenceComponentInputTypeDef:
return {
"InferenceComponentName": ...,
}
# CreateInferenceComponentInputTypeDef definition
class CreateInferenceComponentInputTypeDef(TypedDict):
InferenceComponentName: str,
EndpointName: str,
Specification: InferenceComponentSpecificationTypeDef, # (1)
VariantName: NotRequired[str],
RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)- See InferenceComponentSpecificationTypeDef
- See InferenceComponentRuntimeConfigTypeDef
- See TagTypeDef
UpdateInferenceComponentInputTypeDef#
# UpdateInferenceComponentInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceComponentInputTypeDef
def get_value() -> UpdateInferenceComponentInputTypeDef:
return {
"InferenceComponentName": ...,
}
# UpdateInferenceComponentInputTypeDef definition
class UpdateInferenceComponentInputTypeDef(TypedDict):
InferenceComponentName: str,
Specification: NotRequired[InferenceComponentSpecificationTypeDef], # (1)
RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef], # (2)HyperParameterSpecificationOutputTypeDef#
# HyperParameterSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterSpecificationOutputTypeDef
def get_value() -> HyperParameterSpecificationOutputTypeDef:
return {
"Name": ...,
}
# HyperParameterSpecificationOutputTypeDef definition
class HyperParameterSpecificationOutputTypeDef(TypedDict):
Name: str,
Type: ParameterTypeType, # (1)
Description: NotRequired[str],
Range: NotRequired[ParameterRangeOutputTypeDef], # (2)
IsTunable: NotRequired[bool],
IsRequired: NotRequired[bool],
DefaultValue: NotRequired[str],HyperParameterSpecificationTypeDef#
# HyperParameterSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterSpecificationTypeDef
def get_value() -> HyperParameterSpecificationTypeDef:
return {
"Name": ...,
}
# HyperParameterSpecificationTypeDef definition
class HyperParameterSpecificationTypeDef(TypedDict):
Name: str,
Type: ParameterTypeType, # (1)
Description: NotRequired[str],
Range: NotRequired[ParameterRangeTypeDef], # (2)
IsTunable: NotRequired[bool],
IsRequired: NotRequired[bool],
DefaultValue: NotRequired[str],HyperParameterTuningJobConfigOutputTypeDef#
# HyperParameterTuningJobConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobConfigOutputTypeDef
def get_value() -> HyperParameterTuningJobConfigOutputTypeDef:
return {
"Strategy": ...,
}
# HyperParameterTuningJobConfigOutputTypeDef definition
class HyperParameterTuningJobConfigOutputTypeDef(TypedDict):
Strategy: HyperParameterTuningJobStrategyTypeType, # (1)
ResourceLimits: ResourceLimitsTypeDef, # (4)
StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef], # (2)
HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef], # (3)
ParameterRanges: NotRequired[ParameterRangesOutputTypeDef], # (5)
TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType], # (6)
TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef], # (7)
RandomSeed: NotRequired[int],- See HyperParameterTuningJobStrategyTypeType
- See HyperParameterTuningJobStrategyConfigTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See ResourceLimitsTypeDef
- See ParameterRangesOutputTypeDef
- See TrainingJobEarlyStoppingTypeType
- See TuningJobCompletionCriteriaTypeDef
AppImageConfigDetailsTypeDef#
# AppImageConfigDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AppImageConfigDetailsTypeDef
def get_value() -> AppImageConfigDetailsTypeDef:
return {
"AppImageConfigArn": ...,
}
# AppImageConfigDetailsTypeDef definition
class AppImageConfigDetailsTypeDef(TypedDict):
AppImageConfigArn: NotRequired[str],
AppImageConfigName: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigOutputTypeDef], # (1)
JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigOutputTypeDef], # (2)
CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigOutputTypeDef], # (3)- See KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigOutputTypeDef
- See CodeEditorAppImageConfigOutputTypeDef
DescribeAppImageConfigResponseTypeDef#
# DescribeAppImageConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAppImageConfigResponseTypeDef
def get_value() -> DescribeAppImageConfigResponseTypeDef:
return {
"AppImageConfigArn": ...,
}
# DescribeAppImageConfigResponseTypeDef definition
class DescribeAppImageConfigResponseTypeDef(TypedDict):
AppImageConfigArn: str,
AppImageConfigName: str,
CreationTime: datetime,
LastModifiedTime: datetime,
KernelGatewayImageConfig: KernelGatewayImageConfigOutputTypeDef, # (1)
JupyterLabAppImageConfig: JupyterLabAppImageConfigOutputTypeDef, # (2)
CodeEditorAppImageConfig: CodeEditorAppImageConfigOutputTypeDef, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigOutputTypeDef
- See CodeEditorAppImageConfigOutputTypeDef
- See ResponseMetadataTypeDef
ListLabelingJobsForWorkteamResponseTypeDef#
# ListLabelingJobsForWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamResponseTypeDef
def get_value() -> ListLabelingJobsForWorkteamResponseTypeDef:
return {
"LabelingJobSummaryList": ...,
}
# ListLabelingJobsForWorkteamResponseTypeDef definition
class ListLabelingJobsForWorkteamResponseTypeDef(TypedDict):
LabelingJobSummaryList: List[LabelingJobForWorkteamSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],LabelingJobInputConfigOutputTypeDef#
# LabelingJobInputConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobInputConfigOutputTypeDef
def get_value() -> LabelingJobInputConfigOutputTypeDef:
return {
"DataSource": ...,
}
# LabelingJobInputConfigOutputTypeDef definition
class LabelingJobInputConfigOutputTypeDef(TypedDict):
DataSource: LabelingJobDataSourceTypeDef, # (1)
DataAttributes: NotRequired[LabelingJobDataAttributesOutputTypeDef], # (2)LabelingJobInputConfigTypeDef#
# LabelingJobInputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobInputConfigTypeDef
def get_value() -> LabelingJobInputConfigTypeDef:
return {
"DataSource": ...,
}
# LabelingJobInputConfigTypeDef definition
class LabelingJobInputConfigTypeDef(TypedDict):
DataSource: LabelingJobDataSourceTypeDef, # (1)
DataAttributes: NotRequired[LabelingJobDataAttributesTypeDef], # (2)TargetTrackingScalingPolicyConfigurationTypeDef#
# TargetTrackingScalingPolicyConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TargetTrackingScalingPolicyConfigurationTypeDef
def get_value() -> TargetTrackingScalingPolicyConfigurationTypeDef:
return {
"MetricSpecification": ...,
}
# TargetTrackingScalingPolicyConfigurationTypeDef definition
class TargetTrackingScalingPolicyConfigurationTypeDef(TypedDict):
MetricSpecification: NotRequired[MetricSpecificationTypeDef], # (1)
TargetValue: NotRequired[float],AdditionalModelDataSourceTypeDef#
# AdditionalModelDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AdditionalModelDataSourceTypeDef
def get_value() -> AdditionalModelDataSourceTypeDef:
return {
"ChannelName": ...,
}
# AdditionalModelDataSourceTypeDef definition
class AdditionalModelDataSourceTypeDef(TypedDict):
ChannelName: str,
S3DataSource: S3ModelDataSourceTypeDef, # (1)ModelDataSourceTypeDef#
# ModelDataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDataSourceTypeDef
def get_value() -> ModelDataSourceTypeDef:
return {
"S3DataSource": ...,
}
# ModelDataSourceTypeDef definition
class ModelDataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[S3ModelDataSourceTypeDef], # (1)MonitoringAlertSummaryTypeDef#
# MonitoringAlertSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringAlertSummaryTypeDef
def get_value() -> MonitoringAlertSummaryTypeDef:
return {
"MonitoringAlertName": ...,
}
# MonitoringAlertSummaryTypeDef definition
class MonitoringAlertSummaryTypeDef(TypedDict):
MonitoringAlertName: str,
CreationTime: datetime,
LastModifiedTime: datetime,
AlertStatus: MonitoringAlertStatusType, # (1)
DatapointsToAlert: int,
EvaluationPeriod: int,
Actions: MonitoringAlertActionsTypeDef, # (2)ModelVariantConfigSummaryTypeDef#
# ModelVariantConfigSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelVariantConfigSummaryTypeDef
def get_value() -> ModelVariantConfigSummaryTypeDef:
return {
"ModelName": ...,
}
# ModelVariantConfigSummaryTypeDef definition
class ModelVariantConfigSummaryTypeDef(TypedDict):
ModelName: str,
VariantName: str,
InfrastructureConfig: ModelInfrastructureConfigTypeDef, # (1)
Status: ModelVariantStatusType, # (2)ModelVariantConfigTypeDef#
# ModelVariantConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelVariantConfigTypeDef
def get_value() -> ModelVariantConfigTypeDef:
return {
"ModelName": ...,
}
# ModelVariantConfigTypeDef definition
class ModelVariantConfigTypeDef(TypedDict):
ModelName: str,
VariantName: str,
InfrastructureConfig: ModelInfrastructureConfigTypeDef, # (1)ListModelMetadataRequestPaginateTypeDef#
# ListModelMetadataRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelMetadataRequestPaginateTypeDef
def get_value() -> ListModelMetadataRequestPaginateTypeDef:
return {
"SearchExpression": ...,
}
# ListModelMetadataRequestPaginateTypeDef definition
class ListModelMetadataRequestPaginateTypeDef(TypedDict):
SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)ListModelMetadataRequestTypeDef#
# ListModelMetadataRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListModelMetadataRequestTypeDef
def get_value() -> ListModelMetadataRequestTypeDef:
return {
"SearchExpression": ...,
}
# ListModelMetadataRequestTypeDef definition
class ListModelMetadataRequestTypeDef(TypedDict):
SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],OptimizationConfigTypeDef#
# OptimizationConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationConfigTypeDef
def get_value() -> OptimizationConfigTypeDef:
return {
"ModelQuantizationConfig": ...,
}
# OptimizationConfigTypeDef definition
class OptimizationConfigTypeDef(TypedDict):
ModelQuantizationConfig: NotRequired[ModelQuantizationConfigUnionTypeDef], # (1)
ModelCompilationConfig: NotRequired[ModelCompilationConfigUnionTypeDef], # (2)
ModelShardingConfig: NotRequired[ModelShardingConfigUnionTypeDef], # (3)- See ModelQuantizationConfigTypeDef ModelQuantizationConfigOutputTypeDef
- See ModelCompilationConfigTypeDef ModelCompilationConfigOutputTypeDef
- See ModelShardingConfigTypeDef ModelShardingConfigOutputTypeDef
BatchTransformInputOutputTypeDef#
# BatchTransformInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchTransformInputOutputTypeDef
def get_value() -> BatchTransformInputOutputTypeDef:
return {
"DataCapturedDestinationS3Uri": ...,
}
# BatchTransformInputOutputTypeDef definition
class BatchTransformInputOutputTypeDef(TypedDict):
DataCapturedDestinationS3Uri: str,
DatasetFormat: MonitoringDatasetFormatOutputTypeDef, # (1)
LocalPath: str,
S3InputMode: NotRequired[ProcessingS3InputModeType], # (2)
S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType], # (3)
FeaturesAttribute: NotRequired[str],
InferenceAttribute: NotRequired[str],
ProbabilityAttribute: NotRequired[str],
ProbabilityThresholdAttribute: NotRequired[float],
StartTimeOffset: NotRequired[str],
EndTimeOffset: NotRequired[str],
ExcludeFeaturesAttribute: NotRequired[str],- See MonitoringDatasetFormatOutputTypeDef
- See ProcessingS3InputModeType
- See ProcessingS3DataDistributionTypeType
BatchTransformInputTypeDef#
# BatchTransformInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchTransformInputTypeDef
def get_value() -> BatchTransformInputTypeDef:
return {
"DataCapturedDestinationS3Uri": ...,
}
# BatchTransformInputTypeDef definition
class BatchTransformInputTypeDef(TypedDict):
DataCapturedDestinationS3Uri: str,
DatasetFormat: MonitoringDatasetFormatTypeDef, # (1)
LocalPath: str,
S3InputMode: NotRequired[ProcessingS3InputModeType], # (2)
S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType], # (3)
FeaturesAttribute: NotRequired[str],
InferenceAttribute: NotRequired[str],
ProbabilityAttribute: NotRequired[str],
ProbabilityThresholdAttribute: NotRequired[float],
StartTimeOffset: NotRequired[str],
EndTimeOffset: NotRequired[str],
ExcludeFeaturesAttribute: NotRequired[str],- See MonitoringDatasetFormatTypeDef
- See ProcessingS3InputModeType
- See ProcessingS3DataDistributionTypeType
MonitoringOutputConfigOutputTypeDef#
# MonitoringOutputConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringOutputConfigOutputTypeDef
def get_value() -> MonitoringOutputConfigOutputTypeDef:
return {
"MonitoringOutputs": ...,
}
# MonitoringOutputConfigOutputTypeDef definition
class MonitoringOutputConfigOutputTypeDef(TypedDict):
MonitoringOutputs: List[MonitoringOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],MonitoringOutputConfigTypeDef#
# MonitoringOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringOutputConfigTypeDef
def get_value() -> MonitoringOutputConfigTypeDef:
return {
"MonitoringOutputs": ...,
}
# MonitoringOutputConfigTypeDef definition
class MonitoringOutputConfigTypeDef(TypedDict):
MonitoringOutputs: Sequence[MonitoringOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],MemberDefinitionTypeDef#
# MemberDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MemberDefinitionTypeDef
def get_value() -> MemberDefinitionTypeDef:
return {
"CognitoMemberDefinition": ...,
}
# MemberDefinitionTypeDef definition
class MemberDefinitionTypeDef(TypedDict):
CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef], # (1)
OidcMemberDefinition: NotRequired[OidcMemberDefinitionUnionTypeDef], # (2)- See CognitoMemberDefinitionTypeDef
- See OidcMemberDefinitionTypeDef OidcMemberDefinitionOutputTypeDef
OptimizationJobModelSourceTypeDef#
# OptimizationJobModelSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import OptimizationJobModelSourceTypeDef
def get_value() -> OptimizationJobModelSourceTypeDef:
return {
"S3": ...,
}
# OptimizationJobModelSourceTypeDef definition
class OptimizationJobModelSourceTypeDef(TypedDict):
S3: NotRequired[OptimizationJobModelSourceS3TypeDef], # (1)CreateCompilationJobRequestTypeDef#
# CreateCompilationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateCompilationJobRequestTypeDef
def get_value() -> CreateCompilationJobRequestTypeDef:
return {
"CompilationJobName": ...,
}
# CreateCompilationJobRequestTypeDef definition
class CreateCompilationJobRequestTypeDef(TypedDict):
CompilationJobName: str,
RoleArn: str,
OutputConfig: OutputConfigTypeDef, # (1)
StoppingCondition: StoppingConditionTypeDef, # (2)
ModelPackageVersionArn: NotRequired[str],
InputConfig: NotRequired[InputConfigTypeDef], # (3)
VpcConfig: NotRequired[NeoVpcConfigUnionTypeDef], # (4)
Tags: NotRequired[Sequence[TagTypeDef]], # (5)- See OutputConfigTypeDef
- See StoppingConditionTypeDef
- See InputConfigTypeDef
- See NeoVpcConfigTypeDef NeoVpcConfigOutputTypeDef
- See TagTypeDef
DescribeCompilationJobResponseTypeDef#
# DescribeCompilationJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeCompilationJobResponseTypeDef
def get_value() -> DescribeCompilationJobResponseTypeDef:
return {
"CompilationJobName": ...,
}
# DescribeCompilationJobResponseTypeDef definition
class DescribeCompilationJobResponseTypeDef(TypedDict):
CompilationJobName: str,
CompilationJobArn: str,
CompilationJobStatus: CompilationJobStatusType, # (1)
CompilationStartTime: datetime,
CompilationEndTime: datetime,
StoppingCondition: StoppingConditionTypeDef, # (2)
InferenceImage: str,
ModelPackageVersionArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
ModelArtifacts: ModelArtifactsTypeDef, # (3)
ModelDigests: ModelDigestsTypeDef, # (4)
RoleArn: str,
InputConfig: InputConfigTypeDef, # (5)
OutputConfig: OutputConfigTypeDef, # (6)
VpcConfig: NeoVpcConfigOutputTypeDef, # (7)
DerivedInformation: DerivedInformationTypeDef, # (8)
ResponseMetadata: ResponseMetadataTypeDef, # (9)- See CompilationJobStatusType
- See StoppingConditionTypeDef
- See ModelArtifactsTypeDef
- See ModelDigestsTypeDef
- See InputConfigTypeDef
- See OutputConfigTypeDef
- See NeoVpcConfigOutputTypeDef
- See DerivedInformationTypeDef
- See ResponseMetadataTypeDef
CreatePartnerAppRequestTypeDef#
# CreatePartnerAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreatePartnerAppRequestTypeDef
def get_value() -> CreatePartnerAppRequestTypeDef:
return {
"Name": ...,
}
# CreatePartnerAppRequestTypeDef definition
class CreatePartnerAppRequestTypeDef(TypedDict):
Name: str,
Type: PartnerAppTypeType, # (1)
ExecutionRoleArn: str,
Tier: str,
AuthType: PartnerAppAuthTypeType, # (2)
MaintenanceConfig: NotRequired[PartnerAppMaintenanceConfigTypeDef], # (3)
ApplicationConfig: NotRequired[PartnerAppConfigUnionTypeDef], # (4)
EnableIamSessionBasedIdentity: NotRequired[bool],
ClientToken: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (5)- See PartnerAppTypeType
- See PartnerAppAuthTypeType
- See PartnerAppMaintenanceConfigTypeDef
- See PartnerAppConfigTypeDef PartnerAppConfigOutputTypeDef
- See TagTypeDef
UpdatePartnerAppRequestTypeDef#
# UpdatePartnerAppRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdatePartnerAppRequestTypeDef
def get_value() -> UpdatePartnerAppRequestTypeDef:
return {
"Arn": ...,
}
# UpdatePartnerAppRequestTypeDef definition
class UpdatePartnerAppRequestTypeDef(TypedDict):
Arn: str,
MaintenanceConfig: NotRequired[PartnerAppMaintenanceConfigTypeDef], # (1)
Tier: NotRequired[str],
ApplicationConfig: NotRequired[PartnerAppConfigUnionTypeDef], # (2)
EnableIamSessionBasedIdentity: NotRequired[bool],
ClientToken: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (3)- See PartnerAppMaintenanceConfigTypeDef
- See PartnerAppConfigTypeDef PartnerAppConfigOutputTypeDef
- See TagTypeDef
PendingDeploymentSummaryTypeDef#
# PendingDeploymentSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PendingDeploymentSummaryTypeDef
def get_value() -> PendingDeploymentSummaryTypeDef:
return {
"EndpointConfigName": ...,
}
# PendingDeploymentSummaryTypeDef definition
class PendingDeploymentSummaryTypeDef(TypedDict):
EndpointConfigName: str,
ProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]], # (1)
StartTime: NotRequired[datetime],
ShadowProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]], # (1)DescribeClusterSchedulerConfigResponseTypeDef#
# DescribeClusterSchedulerConfigResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterSchedulerConfigResponseTypeDef
def get_value() -> DescribeClusterSchedulerConfigResponseTypeDef:
return {
"ClusterSchedulerConfigArn": ...,
}
# DescribeClusterSchedulerConfigResponseTypeDef definition
class DescribeClusterSchedulerConfigResponseTypeDef(TypedDict):
ClusterSchedulerConfigArn: str,
ClusterSchedulerConfigId: str,
Name: str,
ClusterSchedulerConfigVersion: int,
Status: SchedulerResourceStatusType, # (1)
FailureReason: str,
ClusterArn: str,
SchedulerConfig: SchedulerConfigOutputTypeDef, # (2)
Description: str,
CreationTime: datetime,
CreatedBy: UserContextTypeDef, # (3)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See SchedulerResourceStatusType
- See SchedulerConfigOutputTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ResponseMetadataTypeDef
ProcessingOutputConfigOutputTypeDef#
# ProcessingOutputConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingOutputConfigOutputTypeDef
def get_value() -> ProcessingOutputConfigOutputTypeDef:
return {
"Outputs": ...,
}
# ProcessingOutputConfigOutputTypeDef definition
class ProcessingOutputConfigOutputTypeDef(TypedDict):
Outputs: List[ProcessingOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],ProcessingOutputConfigTypeDef#
# ProcessingOutputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingOutputConfigTypeDef
def get_value() -> ProcessingOutputConfigTypeDef:
return {
"Outputs": ...,
}
# ProcessingOutputConfigTypeDef definition
class ProcessingOutputConfigTypeDef(TypedDict):
Outputs: Sequence[ProcessingOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],UpdateTrainingJobRequestTypeDef#
# UpdateTrainingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateTrainingJobRequestTypeDef
def get_value() -> UpdateTrainingJobRequestTypeDef:
return {
"TrainingJobName": ...,
}
# UpdateTrainingJobRequestTypeDef definition
class UpdateTrainingJobRequestTypeDef(TypedDict):
TrainingJobName: str,
ProfilerConfig: NotRequired[ProfilerConfigForUpdateTypeDef], # (1)
ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationUnionTypeDef]], # (2)
ResourceConfig: NotRequired[ResourceConfigForUpdateTypeDef], # (3)
RemoteDebugConfig: NotRequired[RemoteDebugConfigForUpdateTypeDef], # (4)- See ProfilerConfigForUpdateTypeDef
- See ProfilerRuleConfigurationTypeDef ProfilerRuleConfigurationOutputTypeDef
- See ResourceConfigForUpdateTypeDef
- See RemoteDebugConfigForUpdateTypeDef
GetSearchSuggestionsRequestTypeDef#
# GetSearchSuggestionsRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetSearchSuggestionsRequestTypeDef
def get_value() -> GetSearchSuggestionsRequestTypeDef:
return {
"Resource": ...,
}
# GetSearchSuggestionsRequestTypeDef definition
class GetSearchSuggestionsRequestTypeDef(TypedDict):
Resource: ResourceTypeType, # (1)
SuggestionQuery: NotRequired[SuggestionQueryTypeDef], # (2)DescribeProjectOutputTypeDef#
# DescribeProjectOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeProjectOutputTypeDef
def get_value() -> DescribeProjectOutputTypeDef:
return {
"ProjectArn": ...,
}
# DescribeProjectOutputTypeDef definition
class DescribeProjectOutputTypeDef(TypedDict):
ProjectArn: str,
ProjectName: str,
ProjectId: str,
ProjectDescription: str,
ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsOutputTypeDef, # (1)
ServiceCatalogProvisionedProductDetails: ServiceCatalogProvisionedProductDetailsTypeDef, # (2)
ProjectStatus: ProjectStatusType, # (3)
CreatedBy: UserContextTypeDef, # (4)
CreationTime: datetime,
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ServiceCatalogProvisioningDetailsOutputTypeDef
- See ServiceCatalogProvisionedProductDetailsTypeDef
- See ProjectStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See ResponseMetadataTypeDef
ProjectTypeDef#
# ProjectTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProjectTypeDef
def get_value() -> ProjectTypeDef:
return {
"ProjectArn": ...,
}
# ProjectTypeDef definition
class ProjectTypeDef(TypedDict):
ProjectArn: NotRequired[str],
ProjectName: NotRequired[str],
ProjectId: NotRequired[str],
ProjectDescription: NotRequired[str],
ServiceCatalogProvisioningDetails: NotRequired[ServiceCatalogProvisioningDetailsOutputTypeDef], # (1)
ServiceCatalogProvisionedProductDetails: NotRequired[ServiceCatalogProvisionedProductDetailsTypeDef], # (2)
ProjectStatus: NotRequired[ProjectStatusType], # (3)
CreatedBy: NotRequired[UserContextTypeDef], # (4)
CreationTime: NotRequired[datetime],
Tags: NotRequired[List[TagTypeDef]], # (5)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (4)- See ServiceCatalogProvisioningDetailsOutputTypeDef
- See ServiceCatalogProvisionedProductDetailsTypeDef
- See ProjectStatusType
- See UserContextTypeDef
- See TagTypeDef
- See UserContextTypeDef
UpdateProjectInputTypeDef#
# UpdateProjectInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateProjectInputTypeDef
def get_value() -> UpdateProjectInputTypeDef:
return {
"ProjectName": ...,
}
# UpdateProjectInputTypeDef definition
class UpdateProjectInputTypeDef(TypedDict):
ProjectName: str,
ProjectDescription: NotRequired[str],
ServiceCatalogProvisioningUpdateDetails: NotRequired[ServiceCatalogProvisioningUpdateDetailsTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)HumanLoopConfigOutputTypeDef#
# HumanLoopConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanLoopConfigOutputTypeDef
def get_value() -> HumanLoopConfigOutputTypeDef:
return {
"WorkteamArn": ...,
}
# HumanLoopConfigOutputTypeDef definition
class HumanLoopConfigOutputTypeDef(TypedDict):
WorkteamArn: str,
HumanTaskUiArn: str,
TaskTitle: str,
TaskDescription: str,
TaskCount: int,
TaskAvailabilityLifetimeInSeconds: NotRequired[int],
TaskTimeLimitInSeconds: NotRequired[int],
TaskKeywords: NotRequired[List[str]],
PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef], # (1)HumanLoopConfigTypeDef#
# HumanLoopConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanLoopConfigTypeDef
def get_value() -> HumanLoopConfigTypeDef:
return {
"WorkteamArn": ...,
}
# HumanLoopConfigTypeDef definition
class HumanLoopConfigTypeDef(TypedDict):
WorkteamArn: str,
HumanTaskUiArn: str,
TaskTitle: str,
TaskDescription: str,
TaskCount: int,
TaskAvailabilityLifetimeInSeconds: NotRequired[int],
TaskTimeLimitInSeconds: NotRequired[int],
TaskKeywords: NotRequired[Sequence[str]],
PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef], # (1)HumanTaskConfigOutputTypeDef#
# HumanTaskConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanTaskConfigOutputTypeDef
def get_value() -> HumanTaskConfigOutputTypeDef:
return {
"WorkteamArn": ...,
}
# HumanTaskConfigOutputTypeDef definition
class HumanTaskConfigOutputTypeDef(TypedDict):
WorkteamArn: str,
UiConfig: UiConfigTypeDef, # (1)
TaskTitle: str,
TaskDescription: str,
NumberOfHumanWorkersPerDataObject: int,
TaskTimeLimitInSeconds: int,
PreHumanTaskLambdaArn: NotRequired[str],
TaskKeywords: NotRequired[List[str]],
TaskAvailabilityLifetimeInSeconds: NotRequired[int],
MaxConcurrentTaskCount: NotRequired[int],
AnnotationConsolidationConfig: NotRequired[AnnotationConsolidationConfigTypeDef], # (2)
PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef], # (3)HumanTaskConfigTypeDef#
# HumanTaskConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HumanTaskConfigTypeDef
def get_value() -> HumanTaskConfigTypeDef:
return {
"WorkteamArn": ...,
}
# HumanTaskConfigTypeDef definition
class HumanTaskConfigTypeDef(TypedDict):
WorkteamArn: str,
UiConfig: UiConfigTypeDef, # (1)
TaskTitle: str,
TaskDescription: str,
NumberOfHumanWorkersPerDataObject: int,
TaskTimeLimitInSeconds: int,
PreHumanTaskLambdaArn: NotRequired[str],
TaskKeywords: NotRequired[Sequence[str]],
TaskAvailabilityLifetimeInSeconds: NotRequired[int],
MaxConcurrentTaskCount: NotRequired[int],
AnnotationConsolidationConfig: NotRequired[AnnotationConsolidationConfigTypeDef], # (2)
PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef], # (3)SearchTrainingPlanOfferingsResponseTypeDef#
# SearchTrainingPlanOfferingsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchTrainingPlanOfferingsResponseTypeDef
def get_value() -> SearchTrainingPlanOfferingsResponseTypeDef:
return {
"TrainingPlanOfferings": ...,
}
# SearchTrainingPlanOfferingsResponseTypeDef definition
class SearchTrainingPlanOfferingsResponseTypeDef(TypedDict):
TrainingPlanOfferings: List[TrainingPlanOfferingTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)DataSourceTypeDef#
# DataSourceTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataSourceTypeDef
def get_value() -> DataSourceTypeDef:
return {
"S3DataSource": ...,
}
# DataSourceTypeDef definition
class DataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[S3DataSourceUnionTypeDef], # (1)
FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef], # (2)DescribePipelineExecutionResponseTypeDef#
# DescribePipelineExecutionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribePipelineExecutionResponseTypeDef
def get_value() -> DescribePipelineExecutionResponseTypeDef:
return {
"PipelineArn": ...,
}
# DescribePipelineExecutionResponseTypeDef definition
class DescribePipelineExecutionResponseTypeDef(TypedDict):
PipelineArn: str,
PipelineExecutionArn: str,
PipelineExecutionDisplayName: str,
PipelineExecutionStatus: PipelineExecutionStatusType, # (1)
PipelineExecutionDescription: str,
PipelineExperimentConfig: PipelineExperimentConfigTypeDef, # (2)
FailureReason: str,
CreationTime: datetime,
LastModifiedTime: datetime,
CreatedBy: UserContextTypeDef, # (3)
LastModifiedBy: UserContextTypeDef, # (3)
ParallelismConfiguration: ParallelismConfigurationTypeDef, # (5)
SelectiveExecutionConfig: SelectiveExecutionConfigOutputTypeDef, # (6)
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See PipelineExecutionStatusType
- See PipelineExperimentConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See SelectiveExecutionConfigOutputTypeDef
- See ResponseMetadataTypeDef
PipelineExecutionTypeDef#
# PipelineExecutionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineExecutionTypeDef
def get_value() -> PipelineExecutionTypeDef:
return {
"PipelineArn": ...,
}
# PipelineExecutionTypeDef definition
class PipelineExecutionTypeDef(TypedDict):
PipelineArn: NotRequired[str],
PipelineExecutionArn: NotRequired[str],
PipelineExecutionDisplayName: NotRequired[str],
PipelineExecutionStatus: NotRequired[PipelineExecutionStatusType], # (1)
PipelineExecutionDescription: NotRequired[str],
PipelineExperimentConfig: NotRequired[PipelineExperimentConfigTypeDef], # (2)
FailureReason: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (3)
LastModifiedBy: NotRequired[UserContextTypeDef], # (3)
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (5)
SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigOutputTypeDef], # (6)
PipelineParameters: NotRequired[List[ParameterTypeDef]], # (7)- See PipelineExecutionStatusType
- See PipelineExperimentConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See SelectiveExecutionConfigOutputTypeDef
- See ParameterTypeDef
CreateWorkforceRequestTypeDef#
# CreateWorkforceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateWorkforceRequestTypeDef
def get_value() -> CreateWorkforceRequestTypeDef:
return {
"WorkforceName": ...,
}
# CreateWorkforceRequestTypeDef definition
class CreateWorkforceRequestTypeDef(TypedDict):
WorkforceName: str,
CognitoConfig: NotRequired[CognitoConfigTypeDef], # (1)
OidcConfig: NotRequired[OidcConfigTypeDef], # (2)
SourceIpConfig: NotRequired[SourceIpConfigUnionTypeDef], # (3)
Tags: NotRequired[Sequence[TagTypeDef]], # (4)
WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef], # (5)- See CognitoConfigTypeDef
- See OidcConfigTypeDef
- See SourceIpConfigTypeDef SourceIpConfigOutputTypeDef
- See TagTypeDef
- See WorkforceVpcConfigRequestTypeDef
UpdateWorkforceRequestTypeDef#
# UpdateWorkforceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateWorkforceRequestTypeDef
def get_value() -> UpdateWorkforceRequestTypeDef:
return {
"WorkforceName": ...,
}
# UpdateWorkforceRequestTypeDef definition
class UpdateWorkforceRequestTypeDef(TypedDict):
WorkforceName: str,
SourceIpConfig: NotRequired[SourceIpConfigUnionTypeDef], # (1)
OidcConfig: NotRequired[OidcConfigTypeDef], # (2)
WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef], # (3)- See SourceIpConfigTypeDef SourceIpConfigOutputTypeDef
- See OidcConfigTypeDef
- See WorkforceVpcConfigRequestTypeDef
SpaceCodeEditorAppSettingsTypeDef#
# SpaceCodeEditorAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceCodeEditorAppSettingsTypeDef
def get_value() -> SpaceCodeEditorAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# SpaceCodeEditorAppSettingsTypeDef definition
class SpaceCodeEditorAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (2)SpaceJupyterLabAppSettingsOutputTypeDef#
# SpaceJupyterLabAppSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceJupyterLabAppSettingsOutputTypeDef
def get_value() -> SpaceJupyterLabAppSettingsOutputTypeDef:
return {
"DefaultResourceSpec": ...,
}
# SpaceJupyterLabAppSettingsOutputTypeDef definition
class SpaceJupyterLabAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CodeRepositories: NotRequired[List[CodeRepositoryTypeDef]], # (2)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (3)SpaceJupyterLabAppSettingsTypeDef#
# SpaceJupyterLabAppSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceJupyterLabAppSettingsTypeDef
def get_value() -> SpaceJupyterLabAppSettingsTypeDef:
return {
"DefaultResourceSpec": ...,
}
# SpaceJupyterLabAppSettingsTypeDef definition
class SpaceJupyterLabAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]], # (2)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (3)AlgorithmSpecificationOutputTypeDef#
# AlgorithmSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmSpecificationOutputTypeDef
def get_value() -> AlgorithmSpecificationOutputTypeDef:
return {
"TrainingImage": ...,
}
# AlgorithmSpecificationOutputTypeDef definition
class AlgorithmSpecificationOutputTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[List[MetricDefinitionTypeDef]], # (2)
EnableSageMakerMetricsTimeSeries: NotRequired[bool],
ContainerEntrypoint: NotRequired[List[str]],
ContainerArguments: NotRequired[List[str]],
TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef], # (3)AlgorithmSpecificationTypeDef#
# AlgorithmSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmSpecificationTypeDef
def get_value() -> AlgorithmSpecificationTypeDef:
return {
"TrainingImage": ...,
}
# AlgorithmSpecificationTypeDef definition
class AlgorithmSpecificationTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]], # (2)
EnableSageMakerMetricsTimeSeries: NotRequired[bool],
ContainerEntrypoint: NotRequired[Sequence[str]],
ContainerArguments: NotRequired[Sequence[str]],
TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef], # (3)TransformInputTypeDef#
# TransformInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformInputTypeDef
def get_value() -> TransformInputTypeDef:
return {
"DataSource": ...,
}
# TransformInputTypeDef definition
class TransformInputTypeDef(TypedDict):
DataSource: TransformDataSourceTypeDef, # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
SplitType: NotRequired[SplitTypeType], # (3)DescribeWorkforceResponseTypeDef#
# DescribeWorkforceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeWorkforceResponseTypeDef
def get_value() -> DescribeWorkforceResponseTypeDef:
return {
"Workforce": ...,
}
# DescribeWorkforceResponseTypeDef definition
class DescribeWorkforceResponseTypeDef(TypedDict):
Workforce: WorkforceTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListWorkforcesResponseTypeDef#
# ListWorkforcesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkforcesResponseTypeDef
def get_value() -> ListWorkforcesResponseTypeDef:
return {
"Workforces": ...,
}
# ListWorkforcesResponseTypeDef definition
class ListWorkforcesResponseTypeDef(TypedDict):
Workforces: List[WorkforceTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateWorkforceResponseTypeDef#
# UpdateWorkforceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateWorkforceResponseTypeDef
def get_value() -> UpdateWorkforceResponseTypeDef:
return {
"Workforce": ...,
}
# UpdateWorkforceResponseTypeDef definition
class UpdateWorkforceResponseTypeDef(TypedDict):
Workforce: WorkforceTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)DefaultSpaceSettingsOutputTypeDef#
# DefaultSpaceSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DefaultSpaceSettingsOutputTypeDef
def get_value() -> DefaultSpaceSettingsOutputTypeDef:
return {
"ExecutionRole": ...,
}
# DefaultSpaceSettingsOutputTypeDef definition
class DefaultSpaceSettingsOutputTypeDef(TypedDict):
ExecutionRole: NotRequired[str],
SecurityGroups: NotRequired[List[str]],
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef], # (1)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef], # (2)
JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsOutputTypeDef], # (3)
SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef], # (4)
CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef], # (5)
CustomFileSystemConfigs: NotRequired[List[CustomFileSystemConfigTypeDef]], # (6)- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
UserSettingsOutputTypeDef#
# UserSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UserSettingsOutputTypeDef
def get_value() -> UserSettingsOutputTypeDef:
return {
"ExecutionRole": ...,
}
# UserSettingsOutputTypeDef definition
class UserSettingsOutputTypeDef(TypedDict):
ExecutionRole: NotRequired[str],
SecurityGroups: NotRequired[List[str]],
SharingSettings: NotRequired[SharingSettingsTypeDef], # (1)
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef], # (2)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef], # (3)
TensorBoardAppSettings: NotRequired[TensorBoardAppSettingsTypeDef], # (4)
RStudioServerProAppSettings: NotRequired[RStudioServerProAppSettingsTypeDef], # (5)
RSessionAppSettings: NotRequired[RSessionAppSettingsOutputTypeDef], # (6)
CanvasAppSettings: NotRequired[CanvasAppSettingsOutputTypeDef], # (7)
CodeEditorAppSettings: NotRequired[CodeEditorAppSettingsOutputTypeDef], # (8)
JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsOutputTypeDef], # (9)
SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef], # (10)
DefaultLandingUri: NotRequired[str],
StudioWebPortal: NotRequired[StudioWebPortalType], # (11)
CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef], # (12)
CustomFileSystemConfigs: NotRequired[List[CustomFileSystemConfigTypeDef]], # (13)
StudioWebPortalSettings: NotRequired[StudioWebPortalSettingsOutputTypeDef], # (14)
AutoMountHomeEFS: NotRequired[AutoMountHomeEFSType], # (15)- See SharingSettingsTypeDef
- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See TensorBoardAppSettingsTypeDef
- See RStudioServerProAppSettingsTypeDef
- See RSessionAppSettingsOutputTypeDef
- See CanvasAppSettingsOutputTypeDef
- See CodeEditorAppSettingsOutputTypeDef
- See JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See StudioWebPortalType
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
- See StudioWebPortalSettingsOutputTypeDef
- See AutoMountHomeEFSType
DefaultSpaceSettingsTypeDef#
# DefaultSpaceSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DefaultSpaceSettingsTypeDef
def get_value() -> DefaultSpaceSettingsTypeDef:
return {
"ExecutionRole": ...,
}
# DefaultSpaceSettingsTypeDef definition
class DefaultSpaceSettingsTypeDef(TypedDict):
ExecutionRole: NotRequired[str],
SecurityGroups: NotRequired[Sequence[str]],
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef], # (1)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef], # (2)
JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsTypeDef], # (3)
SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef], # (4)
CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef], # (5)
CustomFileSystemConfigs: NotRequired[Sequence[CustomFileSystemConfigTypeDef]], # (6)- See JupyterServerAppSettingsTypeDef
- See KernelGatewayAppSettingsTypeDef
- See JupyterLabAppSettingsTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
UserSettingsTypeDef#
# UserSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UserSettingsTypeDef
def get_value() -> UserSettingsTypeDef:
return {
"ExecutionRole": ...,
}
# UserSettingsTypeDef definition
class UserSettingsTypeDef(TypedDict):
ExecutionRole: NotRequired[str],
SecurityGroups: NotRequired[Sequence[str]],
SharingSettings: NotRequired[SharingSettingsTypeDef], # (1)
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef], # (2)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef], # (3)
TensorBoardAppSettings: NotRequired[TensorBoardAppSettingsTypeDef], # (4)
RStudioServerProAppSettings: NotRequired[RStudioServerProAppSettingsTypeDef], # (5)
RSessionAppSettings: NotRequired[RSessionAppSettingsTypeDef], # (6)
CanvasAppSettings: NotRequired[CanvasAppSettingsTypeDef], # (7)
CodeEditorAppSettings: NotRequired[CodeEditorAppSettingsTypeDef], # (8)
JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsTypeDef], # (9)
SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef], # (10)
DefaultLandingUri: NotRequired[str],
StudioWebPortal: NotRequired[StudioWebPortalType], # (11)
CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef], # (12)
CustomFileSystemConfigs: NotRequired[Sequence[CustomFileSystemConfigTypeDef]], # (13)
StudioWebPortalSettings: NotRequired[StudioWebPortalSettingsTypeDef], # (14)
AutoMountHomeEFS: NotRequired[AutoMountHomeEFSType], # (15)- See SharingSettingsTypeDef
- See JupyterServerAppSettingsTypeDef
- See KernelGatewayAppSettingsTypeDef
- See TensorBoardAppSettingsTypeDef
- See RStudioServerProAppSettingsTypeDef
- See RSessionAppSettingsTypeDef
- See CanvasAppSettingsTypeDef
- See CodeEditorAppSettingsTypeDef
- See JupyterLabAppSettingsTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See StudioWebPortalType
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
- See StudioWebPortalSettingsTypeDef
- See AutoMountHomeEFSType
ListArtifactsResponseTypeDef#
# ListArtifactsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListArtifactsResponseTypeDef
def get_value() -> ListArtifactsResponseTypeDef:
return {
"ArtifactSummaries": ...,
}
# ListArtifactsResponseTypeDef definition
class ListArtifactsResponseTypeDef(TypedDict):
ArtifactSummaries: List[ArtifactSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],CreateArtifactRequestTypeDef#
# CreateArtifactRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateArtifactRequestTypeDef
def get_value() -> CreateArtifactRequestTypeDef:
return {
"Source": ...,
}
# CreateArtifactRequestTypeDef definition
class CreateArtifactRequestTypeDef(TypedDict):
Source: ArtifactSourceUnionTypeDef, # (1)
ArtifactType: str,
ArtifactName: NotRequired[str],
Properties: NotRequired[Mapping[str, str]],
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)DeleteArtifactRequestTypeDef#
# DeleteArtifactRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeleteArtifactRequestTypeDef
def get_value() -> DeleteArtifactRequestTypeDef:
return {
"ArtifactArn": ...,
}
# DeleteArtifactRequestTypeDef definition
class DeleteArtifactRequestTypeDef(TypedDict):
ArtifactArn: NotRequired[str],
Source: NotRequired[ArtifactSourceUnionTypeDef], # (1)AutoMLProblemTypeConfigOutputTypeDef#
# AutoMLProblemTypeConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLProblemTypeConfigOutputTypeDef
def get_value() -> AutoMLProblemTypeConfigOutputTypeDef:
return {
"ImageClassificationJobConfig": ...,
}
# AutoMLProblemTypeConfigOutputTypeDef definition
class AutoMLProblemTypeConfigOutputTypeDef(TypedDict):
ImageClassificationJobConfig: NotRequired[ImageClassificationJobConfigTypeDef], # (1)
TextClassificationJobConfig: NotRequired[TextClassificationJobConfigTypeDef], # (2)
TimeSeriesForecastingJobConfig: NotRequired[TimeSeriesForecastingJobConfigOutputTypeDef], # (3)
TabularJobConfig: NotRequired[TabularJobConfigOutputTypeDef], # (4)
TextGenerationJobConfig: NotRequired[TextGenerationJobConfigOutputTypeDef], # (5)- See ImageClassificationJobConfigTypeDef
- See TextClassificationJobConfigTypeDef
- See TimeSeriesForecastingJobConfigOutputTypeDef
- See TabularJobConfigOutputTypeDef
- See TextGenerationJobConfigOutputTypeDef
AutoMLProblemTypeConfigTypeDef#
# AutoMLProblemTypeConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AutoMLProblemTypeConfigTypeDef
def get_value() -> AutoMLProblemTypeConfigTypeDef:
return {
"ImageClassificationJobConfig": ...,
}
# AutoMLProblemTypeConfigTypeDef definition
class AutoMLProblemTypeConfigTypeDef(TypedDict):
ImageClassificationJobConfig: NotRequired[ImageClassificationJobConfigTypeDef], # (1)
TextClassificationJobConfig: NotRequired[TextClassificationJobConfigTypeDef], # (2)
TimeSeriesForecastingJobConfig: NotRequired[TimeSeriesForecastingJobConfigTypeDef], # (3)
TabularJobConfig: NotRequired[TabularJobConfigTypeDef], # (4)
TextGenerationJobConfig: NotRequired[TextGenerationJobConfigTypeDef], # (5)- See ImageClassificationJobConfigTypeDef
- See TextClassificationJobConfigTypeDef
- See TimeSeriesForecastingJobConfigTypeDef
- See TabularJobConfigTypeDef
- See TextGenerationJobConfigTypeDef
PipelineExecutionStepTypeDef#
# PipelineExecutionStepTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import PipelineExecutionStepTypeDef
def get_value() -> PipelineExecutionStepTypeDef:
return {
"StepName": ...,
}
# PipelineExecutionStepTypeDef definition
class PipelineExecutionStepTypeDef(TypedDict):
StepName: NotRequired[str],
StepDisplayName: NotRequired[str],
StepDescription: NotRequired[str],
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],
StepStatus: NotRequired[StepStatusType], # (1)
CacheHitResult: NotRequired[CacheHitResultTypeDef], # (2)
FailureReason: NotRequired[str],
Metadata: NotRequired[PipelineExecutionStepMetadataTypeDef], # (3)
AttemptCount: NotRequired[int],
SelectiveExecutionResult: NotRequired[SelectiveExecutionResultTypeDef], # (4)- See StepStatusType
- See CacheHitResultTypeDef
- See PipelineExecutionStepMetadataTypeDef
- See SelectiveExecutionResultTypeDef
DescribeAutoMLJobResponseTypeDef#
# DescribeAutoMLJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAutoMLJobResponseTypeDef
def get_value() -> DescribeAutoMLJobResponseTypeDef:
return {
"AutoMLJobName": ...,
}
# DescribeAutoMLJobResponseTypeDef definition
class DescribeAutoMLJobResponseTypeDef(TypedDict):
AutoMLJobName: str,
AutoMLJobArn: str,
InputDataConfig: List[AutoMLChannelTypeDef], # (1)
OutputDataConfig: AutoMLOutputDataConfigTypeDef, # (2)
RoleArn: str,
AutoMLJobObjective: AutoMLJobObjectiveTypeDef, # (3)
ProblemType: ProblemTypeType, # (4)
AutoMLJobConfig: AutoMLJobConfigOutputTypeDef, # (5)
CreationTime: datetime,
EndTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
PartialFailureReasons: List[AutoMLPartialFailureReasonTypeDef], # (6)
BestCandidate: AutoMLCandidateTypeDef, # (7)
AutoMLJobStatus: AutoMLJobStatusType, # (8)
AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType, # (9)
GenerateCandidateDefinitionsOnly: bool,
AutoMLJobArtifacts: AutoMLJobArtifactsTypeDef, # (10)
ResolvedAttributes: ResolvedAttributesTypeDef, # (11)
ModelDeployConfig: ModelDeployConfigTypeDef, # (12)
ModelDeployResult: ModelDeployResultTypeDef, # (13)
ResponseMetadata: ResponseMetadataTypeDef, # (14)- See AutoMLChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLJobObjectiveTypeDef
- See ProblemTypeType
- See AutoMLJobConfigOutputTypeDef
- See AutoMLPartialFailureReasonTypeDef
- See AutoMLCandidateTypeDef
- See AutoMLJobStatusType
- See AutoMLJobSecondaryStatusType
- See AutoMLJobArtifactsTypeDef
- See ResolvedAttributesTypeDef
- See ModelDeployConfigTypeDef
- See ModelDeployResultTypeDef
- See ResponseMetadataTypeDef
ListCandidatesForAutoMLJobResponseTypeDef#
# ListCandidatesForAutoMLJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobResponseTypeDef
def get_value() -> ListCandidatesForAutoMLJobResponseTypeDef:
return {
"Candidates": ...,
}
# ListCandidatesForAutoMLJobResponseTypeDef definition
class ListCandidatesForAutoMLJobResponseTypeDef(TypedDict):
Candidates: List[AutoMLCandidateTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DeploymentConfigOutputTypeDef#
# DeploymentConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeploymentConfigOutputTypeDef
def get_value() -> DeploymentConfigOutputTypeDef:
return {
"BlueGreenUpdatePolicy": ...,
}
# DeploymentConfigOutputTypeDef definition
class DeploymentConfigOutputTypeDef(TypedDict):
BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef], # (1)
RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef], # (2)
AutoRollbackConfiguration: NotRequired[AutoRollbackConfigOutputTypeDef], # (3)DeploymentConfigTypeDef#
# DeploymentConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DeploymentConfigTypeDef
def get_value() -> DeploymentConfigTypeDef:
return {
"BlueGreenUpdatePolicy": ...,
}
# DeploymentConfigTypeDef definition
class DeploymentConfigTypeDef(TypedDict):
BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef], # (1)
RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef], # (2)
AutoRollbackConfiguration: NotRequired[AutoRollbackConfigTypeDef], # (3)RecommendationJobInputConfigOutputTypeDef#
# RecommendationJobInputConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobInputConfigOutputTypeDef
def get_value() -> RecommendationJobInputConfigOutputTypeDef:
return {
"ModelPackageVersionArn": ...,
}
# RecommendationJobInputConfigOutputTypeDef definition
class RecommendationJobInputConfigOutputTypeDef(TypedDict):
ModelPackageVersionArn: NotRequired[str],
ModelName: NotRequired[str],
JobDurationInSeconds: NotRequired[int],
TrafficPattern: NotRequired[TrafficPatternOutputTypeDef], # (1)
ResourceLimit: NotRequired[RecommendationJobResourceLimitTypeDef], # (2)
EndpointConfigurations: NotRequired[List[EndpointInputConfigurationOutputTypeDef]], # (3)
VolumeKmsKeyId: NotRequired[str],
ContainerConfig: NotRequired[RecommendationJobContainerConfigOutputTypeDef], # (4)
Endpoints: NotRequired[List[EndpointInfoTypeDef]], # (5)
VpcConfig: NotRequired[RecommendationJobVpcConfigOutputTypeDef], # (6)- See TrafficPatternOutputTypeDef
- See RecommendationJobResourceLimitTypeDef
- See EndpointInputConfigurationOutputTypeDef
- See RecommendationJobContainerConfigOutputTypeDef
- See EndpointInfoTypeDef
- See RecommendationJobVpcConfigOutputTypeDef
HyperParameterTuningJobConfigTypeDef#
# HyperParameterTuningJobConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobConfigTypeDef
def get_value() -> HyperParameterTuningJobConfigTypeDef:
return {
"Strategy": ...,
}
# HyperParameterTuningJobConfigTypeDef definition
class HyperParameterTuningJobConfigTypeDef(TypedDict):
Strategy: HyperParameterTuningJobStrategyTypeType, # (1)
ResourceLimits: ResourceLimitsTypeDef, # (4)
StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef], # (2)
HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef], # (3)
ParameterRanges: NotRequired[ParameterRangesTypeDef], # (5)
TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType], # (6)
TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef], # (7)
RandomSeed: NotRequired[int],- See HyperParameterTuningJobStrategyTypeType
- See HyperParameterTuningJobStrategyConfigTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See ResourceLimitsTypeDef
- See ParameterRangesTypeDef
- See TrainingJobEarlyStoppingTypeType
- See TuningJobCompletionCriteriaTypeDef
RecommendationJobInputConfigTypeDef#
# RecommendationJobInputConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import RecommendationJobInputConfigTypeDef
def get_value() -> RecommendationJobInputConfigTypeDef:
return {
"ModelPackageVersionArn": ...,
}
# RecommendationJobInputConfigTypeDef definition
class RecommendationJobInputConfigTypeDef(TypedDict):
ModelPackageVersionArn: NotRequired[str],
ModelName: NotRequired[str],
JobDurationInSeconds: NotRequired[int],
TrafficPattern: NotRequired[TrafficPatternTypeDef], # (1)
ResourceLimit: NotRequired[RecommendationJobResourceLimitTypeDef], # (2)
EndpointConfigurations: NotRequired[Sequence[EndpointInputConfigurationTypeDef]], # (3)
VolumeKmsKeyId: NotRequired[str],
ContainerConfig: NotRequired[RecommendationJobContainerConfigTypeDef], # (4)
Endpoints: NotRequired[Sequence[EndpointInfoTypeDef]], # (5)
VpcConfig: NotRequired[RecommendationJobVpcConfigTypeDef], # (6)- See TrafficPatternTypeDef
- See RecommendationJobResourceLimitTypeDef
- See EndpointInputConfigurationTypeDef
- See RecommendationJobContainerConfigTypeDef
- See EndpointInfoTypeDef
- See RecommendationJobVpcConfigTypeDef
ExplainerConfigOutputTypeDef#
# ExplainerConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExplainerConfigOutputTypeDef
def get_value() -> ExplainerConfigOutputTypeDef:
return {
"ClarifyExplainerConfig": ...,
}
# ExplainerConfigOutputTypeDef definition
class ExplainerConfigOutputTypeDef(TypedDict):
ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigOutputTypeDef], # (1)ExplainerConfigTypeDef#
# ExplainerConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ExplainerConfigTypeDef
def get_value() -> ExplainerConfigTypeDef:
return {
"ClarifyExplainerConfig": ...,
}
# ExplainerConfigTypeDef definition
class ExplainerConfigTypeDef(TypedDict):
ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigTypeDef], # (1)DescribeClusterResponseTypeDef#
# DescribeClusterResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterResponseTypeDef
def get_value() -> DescribeClusterResponseTypeDef:
return {
"ClusterArn": ...,
}
# DescribeClusterResponseTypeDef definition
class DescribeClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ClusterName: str,
ClusterStatus: ClusterStatusType, # (1)
CreationTime: datetime,
FailureMessage: str,
InstanceGroups: List[ClusterInstanceGroupDetailsTypeDef], # (2)
VpcConfig: VpcConfigOutputTypeDef, # (3)
Orchestrator: ClusterOrchestratorTypeDef, # (4)
NodeRecovery: ClusterNodeRecoveryType, # (5)
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ClusterStatusType
- See ClusterInstanceGroupDetailsTypeDef
- See VpcConfigOutputTypeDef
- See ClusterOrchestratorTypeDef
- See ClusterNodeRecoveryType
- See ResponseMetadataTypeDef
CreateClusterRequestTypeDef#
# CreateClusterRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateClusterRequestTypeDef
def get_value() -> CreateClusterRequestTypeDef:
return {
"ClusterName": ...,
}
# CreateClusterRequestTypeDef definition
class CreateClusterRequestTypeDef(TypedDict):
ClusterName: str,
InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef], # (1)
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)
Orchestrator: NotRequired[ClusterOrchestratorTypeDef], # (4)
NodeRecovery: NotRequired[ClusterNodeRecoveryType], # (5)- See ClusterInstanceGroupSpecificationTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
- See TagTypeDef
- See ClusterOrchestratorTypeDef
- See ClusterNodeRecoveryType
UpdateClusterRequestTypeDef#
# UpdateClusterRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterRequestTypeDef
def get_value() -> UpdateClusterRequestTypeDef:
return {
"ClusterName": ...,
}
# UpdateClusterRequestTypeDef definition
class UpdateClusterRequestTypeDef(TypedDict):
ClusterName: str,
InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef], # (1)
NodeRecovery: NotRequired[ClusterNodeRecoveryType], # (2)
InstanceGroupsToDelete: NotRequired[Sequence[str]],DescribeClusterNodeResponseTypeDef#
# DescribeClusterNodeResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeClusterNodeResponseTypeDef
def get_value() -> DescribeClusterNodeResponseTypeDef:
return {
"NodeDetails": ...,
}
# DescribeClusterNodeResponseTypeDef definition
class DescribeClusterNodeResponseTypeDef(TypedDict):
NodeDetails: ClusterNodeDetailsTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)CreateFeatureGroupRequestTypeDef#
# CreateFeatureGroupRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateFeatureGroupRequestTypeDef
def get_value() -> CreateFeatureGroupRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# CreateFeatureGroupRequestTypeDef definition
class CreateFeatureGroupRequestTypeDef(TypedDict):
FeatureGroupName: str,
RecordIdentifierFeatureName: str,
EventTimeFeatureName: str,
FeatureDefinitions: Sequence[FeatureDefinitionTypeDef], # (1)
OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef], # (2)
OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef], # (3)
ThroughputConfig: NotRequired[ThroughputConfigTypeDef], # (4)
RoleArn: NotRequired[str],
Description: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (5)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See ThroughputConfigTypeDef
- See TagTypeDef
DescribeFeatureGroupResponseTypeDef#
# DescribeFeatureGroupResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFeatureGroupResponseTypeDef
def get_value() -> DescribeFeatureGroupResponseTypeDef:
return {
"FeatureGroupArn": ...,
}
# DescribeFeatureGroupResponseTypeDef definition
class DescribeFeatureGroupResponseTypeDef(TypedDict):
FeatureGroupArn: str,
FeatureGroupName: str,
RecordIdentifierFeatureName: str,
EventTimeFeatureName: str,
FeatureDefinitions: List[FeatureDefinitionTypeDef], # (1)
CreationTime: datetime,
LastModifiedTime: datetime,
OnlineStoreConfig: OnlineStoreConfigTypeDef, # (2)
OfflineStoreConfig: OfflineStoreConfigTypeDef, # (3)
ThroughputConfig: ThroughputConfigDescriptionTypeDef, # (4)
RoleArn: str,
FeatureGroupStatus: FeatureGroupStatusType, # (5)
OfflineStoreStatus: OfflineStoreStatusTypeDef, # (6)
LastUpdateStatus: LastUpdateStatusTypeDef, # (7)
FailureReason: str,
Description: str,
NextToken: str,
OnlineStoreTotalSizeBytes: int,
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See ThroughputConfigDescriptionTypeDef
- See FeatureGroupStatusType
- See OfflineStoreStatusTypeDef
- See LastUpdateStatusTypeDef
- See ResponseMetadataTypeDef
FeatureGroupTypeDef#
# FeatureGroupTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import FeatureGroupTypeDef
def get_value() -> FeatureGroupTypeDef:
return {
"FeatureGroupArn": ...,
}
# FeatureGroupTypeDef definition
class FeatureGroupTypeDef(TypedDict):
FeatureGroupArn: NotRequired[str],
FeatureGroupName: NotRequired[str],
RecordIdentifierFeatureName: NotRequired[str],
EventTimeFeatureName: NotRequired[str],
FeatureDefinitions: NotRequired[List[FeatureDefinitionTypeDef]], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef], # (2)
OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef], # (3)
RoleArn: NotRequired[str],
FeatureGroupStatus: NotRequired[FeatureGroupStatusType], # (4)
OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef], # (5)
LastUpdateStatus: NotRequired[LastUpdateStatusTypeDef], # (6)
FailureReason: NotRequired[str],
Description: NotRequired[str],
Tags: NotRequired[List[TagTypeDef]], # (7)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See FeatureGroupStatusType
- See OfflineStoreStatusTypeDef
- See LastUpdateStatusTypeDef
- See TagTypeDef
UpdateFeatureGroupRequestTypeDef#
# UpdateFeatureGroupRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateFeatureGroupRequestTypeDef
def get_value() -> UpdateFeatureGroupRequestTypeDef:
return {
"FeatureGroupName": ...,
}
# UpdateFeatureGroupRequestTypeDef definition
class UpdateFeatureGroupRequestTypeDef(TypedDict):
FeatureGroupName: str,
FeatureAdditions: NotRequired[Sequence[FeatureDefinitionTypeDef]], # (1)
OnlineStoreConfig: NotRequired[OnlineStoreConfigUpdateTypeDef], # (2)
ThroughputConfig: NotRequired[ThroughputConfigUpdateTypeDef], # (3)ListComputeQuotasResponseTypeDef#
# ListComputeQuotasResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListComputeQuotasResponseTypeDef
def get_value() -> ListComputeQuotasResponseTypeDef:
return {
"ComputeQuotaSummaries": ...,
}
# ListComputeQuotasResponseTypeDef definition
class ListComputeQuotasResponseTypeDef(TypedDict):
ComputeQuotaSummaries: List[ComputeQuotaSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],CreateComputeQuotaRequestTypeDef#
# CreateComputeQuotaRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateComputeQuotaRequestTypeDef
def get_value() -> CreateComputeQuotaRequestTypeDef:
return {
"Name": ...,
}
# CreateComputeQuotaRequestTypeDef definition
class CreateComputeQuotaRequestTypeDef(TypedDict):
Name: str,
ClusterArn: str,
ComputeQuotaConfig: ComputeQuotaConfigUnionTypeDef, # (1)
ComputeQuotaTarget: ComputeQuotaTargetTypeDef, # (2)
Description: NotRequired[str],
ActivationState: NotRequired[ActivationStateType], # (3)
Tags: NotRequired[Sequence[TagTypeDef]], # (4)- See ComputeQuotaConfigTypeDef ComputeQuotaConfigOutputTypeDef
- See ComputeQuotaTargetTypeDef
- See ActivationStateType
- See TagTypeDef
UpdateComputeQuotaRequestTypeDef#
# UpdateComputeQuotaRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateComputeQuotaRequestTypeDef
def get_value() -> UpdateComputeQuotaRequestTypeDef:
return {
"ComputeQuotaId": ...,
}
# UpdateComputeQuotaRequestTypeDef definition
class UpdateComputeQuotaRequestTypeDef(TypedDict):
ComputeQuotaId: str,
TargetVersion: int,
ComputeQuotaConfig: NotRequired[ComputeQuotaConfigUnionTypeDef], # (1)
ComputeQuotaTarget: NotRequired[ComputeQuotaTargetTypeDef], # (2)
ActivationState: NotRequired[ActivationStateType], # (3)
Description: NotRequired[str],- See ComputeQuotaConfigTypeDef ComputeQuotaConfigOutputTypeDef
- See ComputeQuotaTargetTypeDef
- See ActivationStateType
HyperParameterTrainingJobDefinitionOutputTypeDef#
# HyperParameterTrainingJobDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTrainingJobDefinitionOutputTypeDef
def get_value() -> HyperParameterTrainingJobDefinitionOutputTypeDef:
return {
"DefinitionName": ...,
}
# HyperParameterTrainingJobDefinitionOutputTypeDef definition
class HyperParameterTrainingJobDefinitionOutputTypeDef(TypedDict):
AlgorithmSpecification: HyperParameterAlgorithmSpecificationOutputTypeDef, # (3)
RoleArn: str,
OutputDataConfig: OutputDataConfigTypeDef, # (6)
StoppingCondition: StoppingConditionTypeDef, # (9)
DefinitionName: NotRequired[str],
TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef], # (1)
HyperParameterRanges: NotRequired[ParameterRangesOutputTypeDef], # (2)
StaticHyperParameters: NotRequired[Dict[str, str]],
InputDataConfig: NotRequired[List[ChannelOutputTypeDef]], # (4)
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (5)
ResourceConfig: NotRequired[ResourceConfigOutputTypeDef], # (7)
HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigOutputTypeDef], # (8)
EnableNetworkIsolation: NotRequired[bool],
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableManagedSpotTraining: NotRequired[bool],
CheckpointConfig: NotRequired[CheckpointConfigTypeDef], # (10)
RetryStrategy: NotRequired[RetryStrategyTypeDef], # (11)
Environment: NotRequired[Dict[str, str]],- See HyperParameterTuningJobObjectiveTypeDef
- See ParameterRangesOutputTypeDef
- See HyperParameterAlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See VpcConfigOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See HyperParameterTuningResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
- See CheckpointConfigTypeDef
- See RetryStrategyTypeDef
TrainingJobDefinitionOutputTypeDef#
# TrainingJobDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobDefinitionOutputTypeDef
def get_value() -> TrainingJobDefinitionOutputTypeDef:
return {
"TrainingInputMode": ...,
}
# TrainingJobDefinitionOutputTypeDef definition
class TrainingJobDefinitionOutputTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
InputDataConfig: List[ChannelOutputTypeDef], # (2)
OutputDataConfig: OutputDataConfigTypeDef, # (3)
ResourceConfig: ResourceConfigOutputTypeDef, # (4)
StoppingCondition: StoppingConditionTypeDef, # (5)
HyperParameters: NotRequired[Dict[str, str]],- See TrainingInputModeType
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
DescribeInferenceComponentOutputTypeDef#
# DescribeInferenceComponentOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceComponentOutputTypeDef
def get_value() -> DescribeInferenceComponentOutputTypeDef:
return {
"InferenceComponentName": ...,
}
# DescribeInferenceComponentOutputTypeDef definition
class DescribeInferenceComponentOutputTypeDef(TypedDict):
InferenceComponentName: str,
InferenceComponentArn: str,
EndpointName: str,
EndpointArn: str,
VariantName: str,
FailureReason: str,
Specification: InferenceComponentSpecificationSummaryTypeDef, # (1)
RuntimeConfig: InferenceComponentRuntimeConfigSummaryTypeDef, # (2)
CreationTime: datetime,
LastModifiedTime: datetime,
InferenceComponentStatus: InferenceComponentStatusType, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See InferenceComponentSpecificationSummaryTypeDef
- See InferenceComponentRuntimeConfigSummaryTypeDef
- See InferenceComponentStatusType
- See ResponseMetadataTypeDef
CreateEdgeDeploymentPlanRequestTypeDef#
# CreateEdgeDeploymentPlanRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEdgeDeploymentPlanRequestTypeDef
def get_value() -> CreateEdgeDeploymentPlanRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# CreateEdgeDeploymentPlanRequestTypeDef definition
class CreateEdgeDeploymentPlanRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
ModelConfigs: Sequence[EdgeDeploymentModelConfigTypeDef], # (1)
DeviceFleetName: str,
Stages: NotRequired[Sequence[DeploymentStageTypeDef]], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)CreateEdgeDeploymentStageRequestTypeDef#
# CreateEdgeDeploymentStageRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEdgeDeploymentStageRequestTypeDef
def get_value() -> CreateEdgeDeploymentStageRequestTypeDef:
return {
"EdgeDeploymentPlanName": ...,
}
# CreateEdgeDeploymentStageRequestTypeDef definition
class CreateEdgeDeploymentStageRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
Stages: Sequence[DeploymentStageTypeDef], # (1)SpaceDetailsTypeDef#
# SpaceDetailsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceDetailsTypeDef
def get_value() -> SpaceDetailsTypeDef:
return {
"DomainId": ...,
}
# SpaceDetailsTypeDef definition
class SpaceDetailsTypeDef(TypedDict):
DomainId: NotRequired[str],
SpaceName: NotRequired[str],
Status: NotRequired[SpaceStatusType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
SpaceSettingsSummary: NotRequired[SpaceSettingsSummaryTypeDef], # (2)
SpaceSharingSettingsSummary: NotRequired[SpaceSharingSettingsSummaryTypeDef], # (3)
OwnershipSettingsSummary: NotRequired[OwnershipSettingsSummaryTypeDef], # (4)
SpaceDisplayName: NotRequired[str],- See SpaceStatusType
- See SpaceSettingsSummaryTypeDef
- See SpaceSharingSettingsSummaryTypeDef
- See OwnershipSettingsSummaryTypeDef
InferenceRecommendationsJobStepTypeDef#
# InferenceRecommendationsJobStepTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceRecommendationsJobStepTypeDef
def get_value() -> InferenceRecommendationsJobStepTypeDef:
return {
"StepType": ...,
}
# InferenceRecommendationsJobStepTypeDef definition
class InferenceRecommendationsJobStepTypeDef(TypedDict):
StepType: RecommendationStepTypeType, # (1)
JobName: str,
Status: RecommendationJobStatusType, # (2)
InferenceBenchmark: NotRequired[RecommendationJobInferenceBenchmarkTypeDef], # (3)- See RecommendationStepTypeType
- See RecommendationJobStatusType
- See RecommendationJobInferenceBenchmarkTypeDef
SearchRequestPaginateTypeDef#
# SearchRequestPaginateTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchRequestPaginateTypeDef
def get_value() -> SearchRequestPaginateTypeDef:
return {
"Resource": ...,
}
# SearchRequestPaginateTypeDef definition
class SearchRequestPaginateTypeDef(TypedDict):
Resource: ResourceTypeType, # (1)
SearchExpression: NotRequired[SearchExpressionPaginatorTypeDef], # (2)
SortBy: NotRequired[str],
SortOrder: NotRequired[SearchSortOrderType], # (3)
CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType], # (4)
VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]], # (5)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (6)- See ResourceTypeType
- See SearchExpressionPaginatorTypeDef
- See SearchSortOrderType
- See CrossAccountFilterOptionType
- See VisibilityConditionsTypeDef
- See PaginatorConfigTypeDef
SearchRequestTypeDef#
# SearchRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchRequestTypeDef
def get_value() -> SearchRequestTypeDef:
return {
"Resource": ...,
}
# SearchRequestTypeDef definition
class SearchRequestTypeDef(TypedDict):
Resource: ResourceTypeType, # (1)
SearchExpression: NotRequired[SearchExpressionTypeDef], # (2)
SortBy: NotRequired[str],
SortOrder: NotRequired[SearchSortOrderType], # (3)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType], # (4)
VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]], # (5)- See ResourceTypeType
- See SearchExpressionTypeDef
- See SearchSortOrderType
- See CrossAccountFilterOptionType
- See VisibilityConditionsTypeDef
ListAssociationsResponseTypeDef#
# ListAssociationsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAssociationsResponseTypeDef
def get_value() -> ListAssociationsResponseTypeDef:
return {
"AssociationSummaries": ...,
}
# ListAssociationsResponseTypeDef definition
class ListAssociationsResponseTypeDef(TypedDict):
AssociationSummaries: List[AssociationSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],TrialTypeDef#
# TrialTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialTypeDef
def get_value() -> TrialTypeDef:
return {
"TrialName": ...,
}
# TrialTypeDef definition
class TrialTypeDef(TypedDict):
TrialName: NotRequired[str],
TrialArn: NotRequired[str],
DisplayName: NotRequired[str],
ExperimentName: NotRequired[str],
Source: NotRequired[TrialSourceTypeDef], # (1)
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (2)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (2)
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (4)
Tags: NotRequired[List[TagTypeDef]], # (5)
TrialComponentSummaries: NotRequired[List[TrialComponentSimpleSummaryTypeDef]], # (6)- See TrialSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See TagTypeDef
- See TrialComponentSimpleSummaryTypeDef
ListTrialComponentsResponseTypeDef#
# ListTrialComponentsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListTrialComponentsResponseTypeDef
def get_value() -> ListTrialComponentsResponseTypeDef:
return {
"TrialComponentSummaries": ...,
}
# ListTrialComponentsResponseTypeDef definition
class ListTrialComponentsResponseTypeDef(TypedDict):
TrialComponentSummaries: List[TrialComponentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],WorkteamTypeDef#
# WorkteamTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import WorkteamTypeDef
def get_value() -> WorkteamTypeDef:
return {
"WorkteamName": ...,
}
# WorkteamTypeDef definition
class WorkteamTypeDef(TypedDict):
WorkteamName: str,
MemberDefinitions: List[MemberDefinitionOutputTypeDef], # (1)
WorkteamArn: str,
Description: str,
WorkforceArn: NotRequired[str],
ProductListingIds: NotRequired[List[str]],
SubDomain: NotRequired[str],
CreateDate: NotRequired[datetime],
LastUpdatedDate: NotRequired[datetime],
NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef], # (2)
WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef], # (3)- See MemberDefinitionOutputTypeDef
- See NotificationConfigurationTypeDef
- See WorkerAccessConfigurationTypeDef
TrainingSpecificationOutputTypeDef#
# TrainingSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingSpecificationOutputTypeDef
def get_value() -> TrainingSpecificationOutputTypeDef:
return {
"TrainingImage": ...,
}
# TrainingSpecificationOutputTypeDef definition
class TrainingSpecificationOutputTypeDef(TypedDict):
TrainingImage: str,
SupportedTrainingInstanceTypes: List[TrainingInstanceTypeType], # (2)
TrainingChannels: List[ChannelSpecificationOutputTypeDef], # (4)
TrainingImageDigest: NotRequired[str],
SupportedHyperParameters: NotRequired[List[HyperParameterSpecificationOutputTypeDef]], # (1)
SupportsDistributedTraining: NotRequired[bool],
MetricDefinitions: NotRequired[List[MetricDefinitionTypeDef]], # (3)
SupportedTuningJobObjectiveMetrics: NotRequired[List[HyperParameterTuningJobObjectiveTypeDef]], # (5)
AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef], # (6)- See HyperParameterSpecificationOutputTypeDef
- See TrainingInstanceTypeType
- See MetricDefinitionTypeDef
- See ChannelSpecificationOutputTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See AdditionalS3DataSourceTypeDef
TrainingSpecificationTypeDef#
# TrainingSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingSpecificationTypeDef
def get_value() -> TrainingSpecificationTypeDef:
return {
"TrainingImage": ...,
}
# TrainingSpecificationTypeDef definition
class TrainingSpecificationTypeDef(TypedDict):
TrainingImage: str,
SupportedTrainingInstanceTypes: Sequence[TrainingInstanceTypeType], # (2)
TrainingChannels: Sequence[ChannelSpecificationTypeDef], # (4)
TrainingImageDigest: NotRequired[str],
SupportedHyperParameters: NotRequired[Sequence[HyperParameterSpecificationTypeDef]], # (1)
SupportsDistributedTraining: NotRequired[bool],
MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]], # (3)
SupportedTuningJobObjectiveMetrics: NotRequired[Sequence[HyperParameterTuningJobObjectiveTypeDef]], # (5)
AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef], # (6)- See HyperParameterSpecificationTypeDef
- See TrainingInstanceTypeType
- See MetricDefinitionTypeDef
- See ChannelSpecificationTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See AdditionalS3DataSourceTypeDef
ListAppImageConfigsResponseTypeDef#
# ListAppImageConfigsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListAppImageConfigsResponseTypeDef
def get_value() -> ListAppImageConfigsResponseTypeDef:
return {
"NextToken": ...,
}
# ListAppImageConfigsResponseTypeDef definition
class ListAppImageConfigsResponseTypeDef(TypedDict):
AppImageConfigs: List[AppImageConfigDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],CreateAppImageConfigRequestTypeDef#
# CreateAppImageConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAppImageConfigRequestTypeDef
def get_value() -> CreateAppImageConfigRequestTypeDef:
return {
"AppImageConfigName": ...,
}
# CreateAppImageConfigRequestTypeDef definition
class CreateAppImageConfigRequestTypeDef(TypedDict):
AppImageConfigName: str,
Tags: NotRequired[Sequence[TagTypeDef]], # (1)
KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigUnionTypeDef], # (2)
JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigUnionTypeDef], # (3)
CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigUnionTypeDef], # (4)- See TagTypeDef
- See KernelGatewayImageConfigTypeDef KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigTypeDef JupyterLabAppImageConfigOutputTypeDef
- See CodeEditorAppImageConfigTypeDef CodeEditorAppImageConfigOutputTypeDef
UpdateAppImageConfigRequestTypeDef#
# UpdateAppImageConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateAppImageConfigRequestTypeDef
def get_value() -> UpdateAppImageConfigRequestTypeDef:
return {
"AppImageConfigName": ...,
}
# UpdateAppImageConfigRequestTypeDef definition
class UpdateAppImageConfigRequestTypeDef(TypedDict):
AppImageConfigName: str,
KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigUnionTypeDef], # (1)
JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigUnionTypeDef], # (2)
CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigUnionTypeDef], # (3)- See KernelGatewayImageConfigTypeDef KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigTypeDef JupyterLabAppImageConfigOutputTypeDef
- See CodeEditorAppImageConfigTypeDef CodeEditorAppImageConfigOutputTypeDef
LabelingJobSummaryTypeDef#
# LabelingJobSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import LabelingJobSummaryTypeDef
def get_value() -> LabelingJobSummaryTypeDef:
return {
"LabelingJobName": ...,
}
# LabelingJobSummaryTypeDef definition
class LabelingJobSummaryTypeDef(TypedDict):
LabelingJobName: str,
LabelingJobArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
LabelingJobStatus: LabelingJobStatusType, # (1)
LabelCounters: LabelCountersTypeDef, # (2)
WorkteamArn: str,
PreHumanTaskLambdaArn: NotRequired[str],
AnnotationConsolidationLambdaArn: NotRequired[str],
FailureReason: NotRequired[str],
LabelingJobOutput: NotRequired[LabelingJobOutputTypeDef], # (3)
InputConfig: NotRequired[LabelingJobInputConfigOutputTypeDef], # (4)- See LabelingJobStatusType
- See LabelCountersTypeDef
- See LabelingJobOutputTypeDef
- See LabelingJobInputConfigOutputTypeDef
ScalingPolicyTypeDef#
# ScalingPolicyTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ScalingPolicyTypeDef
def get_value() -> ScalingPolicyTypeDef:
return {
"TargetTracking": ...,
}
# ScalingPolicyTypeDef definition
class ScalingPolicyTypeDef(TypedDict):
TargetTracking: NotRequired[TargetTrackingScalingPolicyConfigurationTypeDef], # (1)ContainerDefinitionOutputTypeDef#
# ContainerDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContainerDefinitionOutputTypeDef
def get_value() -> ContainerDefinitionOutputTypeDef:
return {
"ContainerHostname": ...,
}
# ContainerDefinitionOutputTypeDef definition
class ContainerDefinitionOutputTypeDef(TypedDict):
ContainerHostname: NotRequired[str],
Image: NotRequired[str],
ImageConfig: NotRequired[ImageConfigTypeDef], # (1)
Mode: NotRequired[ContainerModeType], # (2)
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (3)
AdditionalModelDataSources: NotRequired[List[AdditionalModelDataSourceTypeDef]], # (4)
Environment: NotRequired[Dict[str, str]],
ModelPackageName: NotRequired[str],
InferenceSpecificationName: NotRequired[str],
MultiModelConfig: NotRequired[MultiModelConfigTypeDef], # (5)- See ImageConfigTypeDef
- See ContainerModeType
- See ModelDataSourceTypeDef
- See AdditionalModelDataSourceTypeDef
- See MultiModelConfigTypeDef
ContainerDefinitionTypeDef#
# ContainerDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ContainerDefinitionTypeDef
def get_value() -> ContainerDefinitionTypeDef:
return {
"ContainerHostname": ...,
}
# ContainerDefinitionTypeDef definition
class ContainerDefinitionTypeDef(TypedDict):
ContainerHostname: NotRequired[str],
Image: NotRequired[str],
ImageConfig: NotRequired[ImageConfigTypeDef], # (1)
Mode: NotRequired[ContainerModeType], # (2)
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (3)
AdditionalModelDataSources: NotRequired[Sequence[AdditionalModelDataSourceTypeDef]], # (4)
Environment: NotRequired[Mapping[str, str]],
ModelPackageName: NotRequired[str],
InferenceSpecificationName: NotRequired[str],
MultiModelConfig: NotRequired[MultiModelConfigTypeDef], # (5)- See ImageConfigTypeDef
- See ContainerModeType
- See ModelDataSourceTypeDef
- See AdditionalModelDataSourceTypeDef
- See MultiModelConfigTypeDef
ModelPackageContainerDefinitionOutputTypeDef#
# ModelPackageContainerDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageContainerDefinitionOutputTypeDef
def get_value() -> ModelPackageContainerDefinitionOutputTypeDef:
return {
"ContainerHostname": ...,
}
# ModelPackageContainerDefinitionOutputTypeDef definition
class ModelPackageContainerDefinitionOutputTypeDef(TypedDict):
Image: str,
ContainerHostname: NotRequired[str],
ImageDigest: NotRequired[str],
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (1)
ProductId: NotRequired[str],
Environment: NotRequired[Dict[str, str]],
ModelInput: NotRequired[ModelInputTypeDef], # (2)
Framework: NotRequired[str],
FrameworkVersion: NotRequired[str],
NearestModelName: NotRequired[str],
AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef], # (3)
ModelDataETag: NotRequired[str],ModelPackageContainerDefinitionTypeDef#
# ModelPackageContainerDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageContainerDefinitionTypeDef
def get_value() -> ModelPackageContainerDefinitionTypeDef:
return {
"ContainerHostname": ...,
}
# ModelPackageContainerDefinitionTypeDef definition
class ModelPackageContainerDefinitionTypeDef(TypedDict):
Image: str,
ContainerHostname: NotRequired[str],
ImageDigest: NotRequired[str],
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (1)
ProductId: NotRequired[str],
Environment: NotRequired[Mapping[str, str]],
ModelInput: NotRequired[ModelInputTypeDef], # (2)
Framework: NotRequired[str],
FrameworkVersion: NotRequired[str],
NearestModelName: NotRequired[str],
AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef], # (3)
ModelDataETag: NotRequired[str],SourceAlgorithmTypeDef#
# SourceAlgorithmTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SourceAlgorithmTypeDef
def get_value() -> SourceAlgorithmTypeDef:
return {
"ModelDataUrl": ...,
}
# SourceAlgorithmTypeDef definition
class SourceAlgorithmTypeDef(TypedDict):
AlgorithmName: str,
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (1)
ModelDataETag: NotRequired[str],ListMonitoringAlertsResponseTypeDef#
# ListMonitoringAlertsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListMonitoringAlertsResponseTypeDef
def get_value() -> ListMonitoringAlertsResponseTypeDef:
return {
"MonitoringAlertSummaries": ...,
}
# ListMonitoringAlertsResponseTypeDef definition
class ListMonitoringAlertsResponseTypeDef(TypedDict):
MonitoringAlertSummaries: List[MonitoringAlertSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribeInferenceExperimentResponseTypeDef#
# DescribeInferenceExperimentResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceExperimentResponseTypeDef
def get_value() -> DescribeInferenceExperimentResponseTypeDef:
return {
"Arn": ...,
}
# DescribeInferenceExperimentResponseTypeDef definition
class DescribeInferenceExperimentResponseTypeDef(TypedDict):
Arn: str,
Name: str,
Type: InferenceExperimentTypeType, # (1)
Schedule: InferenceExperimentScheduleOutputTypeDef, # (2)
Status: InferenceExperimentStatusType, # (3)
StatusReason: str,
Description: str,
CreationTime: datetime,
CompletionTime: datetime,
LastModifiedTime: datetime,
RoleArn: str,
EndpointMetadata: EndpointMetadataTypeDef, # (4)
ModelVariants: List[ModelVariantConfigSummaryTypeDef], # (5)
DataStorageConfig: InferenceExperimentDataStorageConfigOutputTypeDef, # (6)
ShadowModeConfig: ShadowModeConfigOutputTypeDef, # (7)
KmsKey: str,
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See InferenceExperimentTypeType
- See InferenceExperimentScheduleOutputTypeDef
- See InferenceExperimentStatusType
- See EndpointMetadataTypeDef
- See ModelVariantConfigSummaryTypeDef
- See InferenceExperimentDataStorageConfigOutputTypeDef
- See ShadowModeConfigOutputTypeDef
- See ResponseMetadataTypeDef
StopInferenceExperimentRequestTypeDef#
# StopInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StopInferenceExperimentRequestTypeDef
def get_value() -> StopInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# StopInferenceExperimentRequestTypeDef definition
class StopInferenceExperimentRequestTypeDef(TypedDict):
Name: str,
ModelVariantActions: Mapping[str, ModelVariantActionType], # (1)
DesiredModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]], # (2)
DesiredState: NotRequired[InferenceExperimentStopDesiredStateType], # (3)
Reason: NotRequired[str],- See ModelVariantActionType
- See ModelVariantConfigTypeDef
- See InferenceExperimentStopDesiredStateType
DataQualityJobInputOutputTypeDef#
# DataQualityJobInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataQualityJobInputOutputTypeDef
def get_value() -> DataQualityJobInputOutputTypeDef:
return {
"EndpointInput": ...,
}
# DataQualityJobInputOutputTypeDef definition
class DataQualityJobInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)ModelBiasJobInputOutputTypeDef#
# ModelBiasJobInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelBiasJobInputOutputTypeDef
def get_value() -> ModelBiasJobInputOutputTypeDef:
return {
"EndpointInput": ...,
}
# ModelBiasJobInputOutputTypeDef definition
class ModelBiasJobInputOutputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
ModelExplainabilityJobInputOutputTypeDef#
# ModelExplainabilityJobInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityJobInputOutputTypeDef
def get_value() -> ModelExplainabilityJobInputOutputTypeDef:
return {
"EndpointInput": ...,
}
# ModelExplainabilityJobInputOutputTypeDef definition
class ModelExplainabilityJobInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)ModelQualityJobInputOutputTypeDef#
# ModelQualityJobInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityJobInputOutputTypeDef
def get_value() -> ModelQualityJobInputOutputTypeDef:
return {
"EndpointInput": ...,
}
# ModelQualityJobInputOutputTypeDef definition
class ModelQualityJobInputOutputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
MonitoringInputOutputTypeDef#
# MonitoringInputOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringInputOutputTypeDef
def get_value() -> MonitoringInputOutputTypeDef:
return {
"EndpointInput": ...,
}
# MonitoringInputOutputTypeDef definition
class MonitoringInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)DataQualityJobInputTypeDef#
# DataQualityJobInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DataQualityJobInputTypeDef
def get_value() -> DataQualityJobInputTypeDef:
return {
"EndpointInput": ...,
}
# DataQualityJobInputTypeDef definition
class DataQualityJobInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputTypeDef], # (2)ModelBiasJobInputTypeDef#
# ModelBiasJobInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelBiasJobInputTypeDef
def get_value() -> ModelBiasJobInputTypeDef:
return {
"EndpointInput": ...,
}
# ModelBiasJobInputTypeDef definition
class ModelBiasJobInputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputTypeDef], # (2)ModelExplainabilityJobInputTypeDef#
# ModelExplainabilityJobInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelExplainabilityJobInputTypeDef
def get_value() -> ModelExplainabilityJobInputTypeDef:
return {
"EndpointInput": ...,
}
# ModelExplainabilityJobInputTypeDef definition
class ModelExplainabilityJobInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputTypeDef], # (2)ModelQualityJobInputTypeDef#
# ModelQualityJobInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelQualityJobInputTypeDef
def get_value() -> ModelQualityJobInputTypeDef:
return {
"EndpointInput": ...,
}
# ModelQualityJobInputTypeDef definition
class ModelQualityJobInputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputTypeDef], # (2)MonitoringInputTypeDef#
# MonitoringInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringInputTypeDef
def get_value() -> MonitoringInputTypeDef:
return {
"EndpointInput": ...,
}
# MonitoringInputTypeDef definition
class MonitoringInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputTypeDef], # (2)DescribeOptimizationJobResponseTypeDef#
# DescribeOptimizationJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeOptimizationJobResponseTypeDef
def get_value() -> DescribeOptimizationJobResponseTypeDef:
return {
"OptimizationJobArn": ...,
}
# DescribeOptimizationJobResponseTypeDef definition
class DescribeOptimizationJobResponseTypeDef(TypedDict):
OptimizationJobArn: str,
OptimizationJobStatus: OptimizationJobStatusType, # (1)
OptimizationStartTime: datetime,
OptimizationEndTime: datetime,
CreationTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
OptimizationJobName: str,
ModelSource: OptimizationJobModelSourceTypeDef, # (2)
OptimizationEnvironment: Dict[str, str],
DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType, # (3)
OptimizationConfigs: List[OptimizationConfigOutputTypeDef], # (4)
OutputConfig: OptimizationJobOutputConfigTypeDef, # (5)
OptimizationOutput: OptimizationOutputTypeDef, # (6)
RoleArn: str,
StoppingCondition: StoppingConditionTypeDef, # (7)
VpcConfig: OptimizationVpcConfigOutputTypeDef, # (8)
ResponseMetadata: ResponseMetadataTypeDef, # (9)- See OptimizationJobStatusType
- See OptimizationJobModelSourceTypeDef
- See OptimizationJobDeploymentInstanceTypeType
- See OptimizationConfigOutputTypeDef
- See OptimizationJobOutputConfigTypeDef
- See OptimizationOutputTypeDef
- See StoppingConditionTypeDef
- See OptimizationVpcConfigOutputTypeDef
- See ResponseMetadataTypeDef
CreateClusterSchedulerConfigRequestTypeDef#
# CreateClusterSchedulerConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateClusterSchedulerConfigRequestTypeDef
def get_value() -> CreateClusterSchedulerConfigRequestTypeDef:
return {
"Name": ...,
}
# CreateClusterSchedulerConfigRequestTypeDef definition
class CreateClusterSchedulerConfigRequestTypeDef(TypedDict):
Name: str,
ClusterArn: str,
SchedulerConfig: SchedulerConfigUnionTypeDef, # (1)
Description: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)UpdateClusterSchedulerConfigRequestTypeDef#
# UpdateClusterSchedulerConfigRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateClusterSchedulerConfigRequestTypeDef
def get_value() -> UpdateClusterSchedulerConfigRequestTypeDef:
return {
"ClusterSchedulerConfigId": ...,
}
# UpdateClusterSchedulerConfigRequestTypeDef definition
class UpdateClusterSchedulerConfigRequestTypeDef(TypedDict):
ClusterSchedulerConfigId: str,
TargetVersion: int,
SchedulerConfig: NotRequired[SchedulerConfigUnionTypeDef], # (1)
Description: NotRequired[str],DescribeProcessingJobResponseTypeDef#
# DescribeProcessingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeProcessingJobResponseTypeDef
def get_value() -> DescribeProcessingJobResponseTypeDef:
return {
"ProcessingInputs": ...,
}
# DescribeProcessingJobResponseTypeDef definition
class DescribeProcessingJobResponseTypeDef(TypedDict):
ProcessingInputs: List[ProcessingInputTypeDef], # (1)
ProcessingOutputConfig: ProcessingOutputConfigOutputTypeDef, # (2)
ProcessingJobName: str,
ProcessingResources: ProcessingResourcesTypeDef, # (3)
StoppingCondition: ProcessingStoppingConditionTypeDef, # (4)
AppSpecification: AppSpecificationOutputTypeDef, # (5)
Environment: Dict[str, str],
NetworkConfig: NetworkConfigOutputTypeDef, # (6)
RoleArn: str,
ExperimentConfig: ExperimentConfigTypeDef, # (7)
ProcessingJobArn: str,
ProcessingJobStatus: ProcessingJobStatusType, # (8)
ExitMessage: str,
FailureReason: str,
ProcessingEndTime: datetime,
ProcessingStartTime: datetime,
LastModifiedTime: datetime,
CreationTime: datetime,
MonitoringScheduleArn: str,
AutoMLJobArn: str,
TrainingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (9)- See ProcessingInputTypeDef
- See ProcessingOutputConfigOutputTypeDef
- See ProcessingResourcesTypeDef
- See ProcessingStoppingConditionTypeDef
- See AppSpecificationOutputTypeDef
- See NetworkConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See ProcessingJobStatusType
- See ResponseMetadataTypeDef
ProcessingJobTypeDef#
# ProcessingJobTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ProcessingJobTypeDef
def get_value() -> ProcessingJobTypeDef:
return {
"ProcessingInputs": ...,
}
# ProcessingJobTypeDef definition
class ProcessingJobTypeDef(TypedDict):
ProcessingInputs: NotRequired[List[ProcessingInputTypeDef]], # (1)
ProcessingOutputConfig: NotRequired[ProcessingOutputConfigOutputTypeDef], # (2)
ProcessingJobName: NotRequired[str],
ProcessingResources: NotRequired[ProcessingResourcesTypeDef], # (3)
StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef], # (4)
AppSpecification: NotRequired[AppSpecificationOutputTypeDef], # (5)
Environment: NotRequired[Dict[str, str]],
NetworkConfig: NotRequired[NetworkConfigOutputTypeDef], # (6)
RoleArn: NotRequired[str],
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (7)
ProcessingJobArn: NotRequired[str],
ProcessingJobStatus: NotRequired[ProcessingJobStatusType], # (8)
ExitMessage: NotRequired[str],
FailureReason: NotRequired[str],
ProcessingEndTime: NotRequired[datetime],
ProcessingStartTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
CreationTime: NotRequired[datetime],
MonitoringScheduleArn: NotRequired[str],
AutoMLJobArn: NotRequired[str],
TrainingJobArn: NotRequired[str],
Tags: NotRequired[List[TagTypeDef]], # (9)- See ProcessingInputTypeDef
- See ProcessingOutputConfigOutputTypeDef
- See ProcessingResourcesTypeDef
- See ProcessingStoppingConditionTypeDef
- See AppSpecificationOutputTypeDef
- See NetworkConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See ProcessingJobStatusType
- See TagTypeDef
CreateProjectInputTypeDef#
# CreateProjectInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateProjectInputTypeDef
def get_value() -> CreateProjectInputTypeDef:
return {
"ProjectName": ...,
}
# CreateProjectInputTypeDef definition
class CreateProjectInputTypeDef(TypedDict):
ProjectName: str,
ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsUnionTypeDef, # (1)
ProjectDescription: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See ServiceCatalogProvisioningDetailsTypeDef ServiceCatalogProvisioningDetailsOutputTypeDef
- See TagTypeDef
DescribeFlowDefinitionResponseTypeDef#
# DescribeFlowDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeFlowDefinitionResponseTypeDef
def get_value() -> DescribeFlowDefinitionResponseTypeDef:
return {
"FlowDefinitionArn": ...,
}
# DescribeFlowDefinitionResponseTypeDef definition
class DescribeFlowDefinitionResponseTypeDef(TypedDict):
FlowDefinitionArn: str,
FlowDefinitionName: str,
FlowDefinitionStatus: FlowDefinitionStatusType, # (1)
CreationTime: datetime,
HumanLoopRequestSource: HumanLoopRequestSourceTypeDef, # (2)
HumanLoopActivationConfig: HumanLoopActivationConfigTypeDef, # (3)
HumanLoopConfig: HumanLoopConfigOutputTypeDef, # (4)
OutputConfig: FlowDefinitionOutputConfigTypeDef, # (5)
RoleArn: str,
FailureReason: str,
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See FlowDefinitionStatusType
- See HumanLoopRequestSourceTypeDef
- See HumanLoopActivationConfigTypeDef
- See HumanLoopConfigOutputTypeDef
- See FlowDefinitionOutputConfigTypeDef
- See ResponseMetadataTypeDef
DescribeLabelingJobResponseTypeDef#
# DescribeLabelingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeLabelingJobResponseTypeDef
def get_value() -> DescribeLabelingJobResponseTypeDef:
return {
"LabelingJobStatus": ...,
}
# DescribeLabelingJobResponseTypeDef definition
class DescribeLabelingJobResponseTypeDef(TypedDict):
LabelingJobStatus: LabelingJobStatusType, # (1)
LabelCounters: LabelCountersTypeDef, # (2)
FailureReason: str,
CreationTime: datetime,
LastModifiedTime: datetime,
JobReferenceCode: str,
LabelingJobName: str,
LabelingJobArn: str,
LabelAttributeName: str,
InputConfig: LabelingJobInputConfigOutputTypeDef, # (3)
OutputConfig: LabelingJobOutputConfigTypeDef, # (4)
RoleArn: str,
LabelCategoryConfigS3Uri: str,
StoppingConditions: LabelingJobStoppingConditionsTypeDef, # (5)
LabelingJobAlgorithmsConfig: LabelingJobAlgorithmsConfigOutputTypeDef, # (6)
HumanTaskConfig: HumanTaskConfigOutputTypeDef, # (7)
Tags: List[TagTypeDef], # (8)
LabelingJobOutput: LabelingJobOutputTypeDef, # (9)
ResponseMetadata: ResponseMetadataTypeDef, # (10)- See LabelingJobStatusType
- See LabelCountersTypeDef
- See LabelingJobInputConfigOutputTypeDef
- See LabelingJobOutputConfigTypeDef
- See LabelingJobStoppingConditionsTypeDef
- See LabelingJobAlgorithmsConfigOutputTypeDef
- See HumanTaskConfigOutputTypeDef
- See TagTypeDef
- See LabelingJobOutputTypeDef
- See ResponseMetadataTypeDef
StartPipelineExecutionRequestTypeDef#
# StartPipelineExecutionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import StartPipelineExecutionRequestTypeDef
def get_value() -> StartPipelineExecutionRequestTypeDef:
return {
"PipelineName": ...,
}
# StartPipelineExecutionRequestTypeDef definition
class StartPipelineExecutionRequestTypeDef(TypedDict):
PipelineName: str,
ClientRequestToken: str,
PipelineExecutionDisplayName: NotRequired[str],
PipelineParameters: NotRequired[Sequence[ParameterTypeDef]], # (1)
PipelineExecutionDescription: NotRequired[str],
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (2)
SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigUnionTypeDef], # (3)- See ParameterTypeDef
- See ParallelismConfigurationTypeDef
- See SelectiveExecutionConfigTypeDef SelectiveExecutionConfigOutputTypeDef
CreateInferenceExperimentRequestTypeDef#
# CreateInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceExperimentRequestTypeDef
def get_value() -> CreateInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# CreateInferenceExperimentRequestTypeDef definition
class CreateInferenceExperimentRequestTypeDef(TypedDict):
Name: str,
Type: InferenceExperimentTypeType, # (1)
RoleArn: str,
EndpointName: str,
ModelVariants: Sequence[ModelVariantConfigTypeDef], # (2)
ShadowModeConfig: ShadowModeConfigUnionTypeDef, # (3)
Schedule: NotRequired[InferenceExperimentScheduleUnionTypeDef], # (4)
Description: NotRequired[str],
DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigUnionTypeDef], # (5)
KmsKey: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (6)- See InferenceExperimentTypeType
- See ModelVariantConfigTypeDef
- See ShadowModeConfigTypeDef ShadowModeConfigOutputTypeDef
- See InferenceExperimentScheduleTypeDef InferenceExperimentScheduleOutputTypeDef
- See InferenceExperimentDataStorageConfigTypeDef InferenceExperimentDataStorageConfigOutputTypeDef
- See TagTypeDef
UpdateInferenceExperimentRequestTypeDef#
# UpdateInferenceExperimentRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateInferenceExperimentRequestTypeDef
def get_value() -> UpdateInferenceExperimentRequestTypeDef:
return {
"Name": ...,
}
# UpdateInferenceExperimentRequestTypeDef definition
class UpdateInferenceExperimentRequestTypeDef(TypedDict):
Name: str,
Schedule: NotRequired[InferenceExperimentScheduleUnionTypeDef], # (1)
Description: NotRequired[str],
ModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]], # (2)
DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigUnionTypeDef], # (3)
ShadowModeConfig: NotRequired[ShadowModeConfigUnionTypeDef], # (4)- See InferenceExperimentScheduleTypeDef InferenceExperimentScheduleOutputTypeDef
- See ModelVariantConfigTypeDef
- See InferenceExperimentDataStorageConfigTypeDef InferenceExperimentDataStorageConfigOutputTypeDef
- See ShadowModeConfigTypeDef ShadowModeConfigOutputTypeDef
SpaceSettingsOutputTypeDef#
# SpaceSettingsOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceSettingsOutputTypeDef
def get_value() -> SpaceSettingsOutputTypeDef:
return {
"JupyterServerAppSettings": ...,
}
# SpaceSettingsOutputTypeDef definition
class SpaceSettingsOutputTypeDef(TypedDict):
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef], # (1)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef], # (2)
CodeEditorAppSettings: NotRequired[SpaceCodeEditorAppSettingsTypeDef], # (3)
JupyterLabAppSettings: NotRequired[SpaceJupyterLabAppSettingsOutputTypeDef], # (4)
AppType: NotRequired[AppTypeType], # (5)
SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef], # (6)
CustomFileSystems: NotRequired[List[CustomFileSystemTypeDef]], # (7)- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See SpaceCodeEditorAppSettingsTypeDef
- See SpaceJupyterLabAppSettingsOutputTypeDef
- See AppTypeType
- See SpaceStorageSettingsTypeDef
- See CustomFileSystemTypeDef
SpaceSettingsTypeDef#
# SpaceSettingsTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SpaceSettingsTypeDef
def get_value() -> SpaceSettingsTypeDef:
return {
"JupyterServerAppSettings": ...,
}
# SpaceSettingsTypeDef definition
class SpaceSettingsTypeDef(TypedDict):
JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef], # (1)
KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef], # (2)
CodeEditorAppSettings: NotRequired[SpaceCodeEditorAppSettingsTypeDef], # (3)
JupyterLabAppSettings: NotRequired[SpaceJupyterLabAppSettingsTypeDef], # (4)
AppType: NotRequired[AppTypeType], # (5)
SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef], # (6)
CustomFileSystems: NotRequired[Sequence[CustomFileSystemTypeDef]], # (7)- See JupyterServerAppSettingsTypeDef
- See KernelGatewayAppSettingsTypeDef
- See SpaceCodeEditorAppSettingsTypeDef
- See SpaceJupyterLabAppSettingsTypeDef
- See AppTypeType
- See SpaceStorageSettingsTypeDef
- See CustomFileSystemTypeDef
DescribeTrainingJobResponseTypeDef#
# DescribeTrainingJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTrainingJobResponseTypeDef
def get_value() -> DescribeTrainingJobResponseTypeDef:
return {
"TrainingJobName": ...,
}
# DescribeTrainingJobResponseTypeDef definition
class DescribeTrainingJobResponseTypeDef(TypedDict):
TrainingJobName: str,
TrainingJobArn: str,
TuningJobArn: str,
LabelingJobArn: str,
AutoMLJobArn: str,
ModelArtifacts: ModelArtifactsTypeDef, # (1)
TrainingJobStatus: TrainingJobStatusType, # (2)
SecondaryStatus: SecondaryStatusType, # (3)
FailureReason: str,
HyperParameters: Dict[str, str],
AlgorithmSpecification: AlgorithmSpecificationOutputTypeDef, # (4)
RoleArn: str,
InputDataConfig: List[ChannelOutputTypeDef], # (5)
OutputDataConfig: OutputDataConfigTypeDef, # (6)
ResourceConfig: ResourceConfigOutputTypeDef, # (7)
WarmPoolStatus: WarmPoolStatusTypeDef, # (8)
VpcConfig: VpcConfigOutputTypeDef, # (9)
StoppingCondition: StoppingConditionTypeDef, # (10)
CreationTime: datetime,
TrainingStartTime: datetime,
TrainingEndTime: datetime,
LastModifiedTime: datetime,
SecondaryStatusTransitions: List[SecondaryStatusTransitionTypeDef], # (11)
FinalMetricDataList: List[MetricDataTypeDef], # (12)
EnableNetworkIsolation: bool,
EnableInterContainerTrafficEncryption: bool,
EnableManagedSpotTraining: bool,
CheckpointConfig: CheckpointConfigTypeDef, # (13)
TrainingTimeInSeconds: int,
BillableTimeInSeconds: int,
DebugHookConfig: DebugHookConfigOutputTypeDef, # (14)
ExperimentConfig: ExperimentConfigTypeDef, # (15)
DebugRuleConfigurations: List[DebugRuleConfigurationOutputTypeDef], # (16)
TensorBoardOutputConfig: TensorBoardOutputConfigTypeDef, # (17)
DebugRuleEvaluationStatuses: List[DebugRuleEvaluationStatusTypeDef], # (18)
ProfilerConfig: ProfilerConfigOutputTypeDef, # (19)
ProfilerRuleConfigurations: List[ProfilerRuleConfigurationOutputTypeDef], # (20)
ProfilerRuleEvaluationStatuses: List[ProfilerRuleEvaluationStatusTypeDef], # (21)
ProfilingStatus: ProfilingStatusType, # (22)
Environment: Dict[str, str],
RetryStrategy: RetryStrategyTypeDef, # (23)
RemoteDebugConfig: RemoteDebugConfigTypeDef, # (24)
InfraCheckConfig: InfraCheckConfigTypeDef, # (25)
ResponseMetadata: ResponseMetadataTypeDef, # (26)- See ModelArtifactsTypeDef
- See TrainingJobStatusType
- See SecondaryStatusType
- See AlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See WarmPoolStatusTypeDef
- See VpcConfigOutputTypeDef
- See StoppingConditionTypeDef
- See SecondaryStatusTransitionTypeDef
- See MetricDataTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See DebugRuleEvaluationStatusTypeDef
- See ProfilerConfigOutputTypeDef
- See ProfilerRuleConfigurationOutputTypeDef
- See ProfilerRuleEvaluationStatusTypeDef
- See ProfilingStatusType
- See RetryStrategyTypeDef
- See RemoteDebugConfigTypeDef
- See InfraCheckConfigTypeDef
- See ResponseMetadataTypeDef
TrainingJobTypeDef#
# TrainingJobTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobTypeDef
def get_value() -> TrainingJobTypeDef:
return {
"TrainingJobName": ...,
}
# TrainingJobTypeDef definition
class TrainingJobTypeDef(TypedDict):
TrainingJobName: NotRequired[str],
TrainingJobArn: NotRequired[str],
TuningJobArn: NotRequired[str],
LabelingJobArn: NotRequired[str],
AutoMLJobArn: NotRequired[str],
ModelArtifacts: NotRequired[ModelArtifactsTypeDef], # (1)
TrainingJobStatus: NotRequired[TrainingJobStatusType], # (2)
SecondaryStatus: NotRequired[SecondaryStatusType], # (3)
FailureReason: NotRequired[str],
HyperParameters: NotRequired[Dict[str, str]],
AlgorithmSpecification: NotRequired[AlgorithmSpecificationOutputTypeDef], # (4)
RoleArn: NotRequired[str],
InputDataConfig: NotRequired[List[ChannelOutputTypeDef]], # (5)
OutputDataConfig: NotRequired[OutputDataConfigTypeDef], # (6)
ResourceConfig: NotRequired[ResourceConfigOutputTypeDef], # (7)
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (8)
StoppingCondition: NotRequired[StoppingConditionTypeDef], # (9)
CreationTime: NotRequired[datetime],
TrainingStartTime: NotRequired[datetime],
TrainingEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
SecondaryStatusTransitions: NotRequired[List[SecondaryStatusTransitionTypeDef]], # (10)
FinalMetricDataList: NotRequired[List[MetricDataTypeDef]], # (11)
EnableNetworkIsolation: NotRequired[bool],
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableManagedSpotTraining: NotRequired[bool],
CheckpointConfig: NotRequired[CheckpointConfigTypeDef], # (12)
TrainingTimeInSeconds: NotRequired[int],
BillableTimeInSeconds: NotRequired[int],
DebugHookConfig: NotRequired[DebugHookConfigOutputTypeDef], # (13)
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (14)
DebugRuleConfigurations: NotRequired[List[DebugRuleConfigurationOutputTypeDef]], # (15)
TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef], # (16)
DebugRuleEvaluationStatuses: NotRequired[List[DebugRuleEvaluationStatusTypeDef]], # (17)
ProfilerConfig: NotRequired[ProfilerConfigOutputTypeDef], # (18)
Environment: NotRequired[Dict[str, str]],
RetryStrategy: NotRequired[RetryStrategyTypeDef], # (19)
Tags: NotRequired[List[TagTypeDef]], # (20)- See ModelArtifactsTypeDef
- See TrainingJobStatusType
- See SecondaryStatusType
- See AlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See VpcConfigOutputTypeDef
- See StoppingConditionTypeDef
- See SecondaryStatusTransitionTypeDef
- See MetricDataTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See DebugRuleEvaluationStatusTypeDef
- See ProfilerConfigOutputTypeDef
- See RetryStrategyTypeDef
- See TagTypeDef
CreateTransformJobRequestTypeDef#
# CreateTransformJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTransformJobRequestTypeDef
def get_value() -> CreateTransformJobRequestTypeDef:
return {
"TransformJobName": ...,
}
# CreateTransformJobRequestTypeDef definition
class CreateTransformJobRequestTypeDef(TypedDict):
TransformJobName: str,
ModelName: str,
TransformInput: TransformInputTypeDef, # (1)
TransformOutput: TransformOutputTypeDef, # (2)
TransformResources: TransformResourcesTypeDef, # (3)
MaxConcurrentTransforms: NotRequired[int],
ModelClientConfig: NotRequired[ModelClientConfigTypeDef], # (4)
MaxPayloadInMB: NotRequired[int],
BatchStrategy: NotRequired[BatchStrategyType], # (5)
Environment: NotRequired[Mapping[str, str]],
DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef], # (6)
DataProcessing: NotRequired[DataProcessingTypeDef], # (7)
Tags: NotRequired[Sequence[TagTypeDef]], # (8)
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (9)- See TransformInputTypeDef
- See TransformOutputTypeDef
- See TransformResourcesTypeDef
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See BatchDataCaptureConfigTypeDef
- See DataProcessingTypeDef
- See TagTypeDef
- See ExperimentConfigTypeDef
DescribeTransformJobResponseTypeDef#
# DescribeTransformJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeTransformJobResponseTypeDef
def get_value() -> DescribeTransformJobResponseTypeDef:
return {
"TransformJobName": ...,
}
# DescribeTransformJobResponseTypeDef definition
class DescribeTransformJobResponseTypeDef(TypedDict):
TransformJobName: str,
TransformJobArn: str,
TransformJobStatus: TransformJobStatusType, # (1)
FailureReason: str,
ModelName: str,
MaxConcurrentTransforms: int,
ModelClientConfig: ModelClientConfigTypeDef, # (2)
MaxPayloadInMB: int,
BatchStrategy: BatchStrategyType, # (3)
Environment: Dict[str, str],
TransformInput: TransformInputTypeDef, # (4)
TransformOutput: TransformOutputTypeDef, # (5)
DataCaptureConfig: BatchDataCaptureConfigTypeDef, # (6)
TransformResources: TransformResourcesTypeDef, # (7)
CreationTime: datetime,
TransformStartTime: datetime,
TransformEndTime: datetime,
LabelingJobArn: str,
AutoMLJobArn: str,
DataProcessing: DataProcessingTypeDef, # (8)
ExperimentConfig: ExperimentConfigTypeDef, # (9)
ResponseMetadata: ResponseMetadataTypeDef, # (10)- See TransformJobStatusType
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See BatchDataCaptureConfigTypeDef
- See TransformResourcesTypeDef
- See DataProcessingTypeDef
- See ExperimentConfigTypeDef
- See ResponseMetadataTypeDef
TransformJobDefinitionOutputTypeDef#
# TransformJobDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformJobDefinitionOutputTypeDef
def get_value() -> TransformJobDefinitionOutputTypeDef:
return {
"MaxConcurrentTransforms": ...,
}
# TransformJobDefinitionOutputTypeDef definition
class TransformJobDefinitionOutputTypeDef(TypedDict):
TransformInput: TransformInputTypeDef, # (2)
TransformOutput: TransformOutputTypeDef, # (3)
TransformResources: TransformResourcesTypeDef, # (4)
MaxConcurrentTransforms: NotRequired[int],
MaxPayloadInMB: NotRequired[int],
BatchStrategy: NotRequired[BatchStrategyType], # (1)
Environment: NotRequired[Dict[str, str]],- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See TransformResourcesTypeDef
TransformJobDefinitionTypeDef#
# TransformJobDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformJobDefinitionTypeDef
def get_value() -> TransformJobDefinitionTypeDef:
return {
"MaxConcurrentTransforms": ...,
}
# TransformJobDefinitionTypeDef definition
class TransformJobDefinitionTypeDef(TypedDict):
TransformInput: TransformInputTypeDef, # (2)
TransformOutput: TransformOutputTypeDef, # (3)
TransformResources: TransformResourcesTypeDef, # (4)
MaxConcurrentTransforms: NotRequired[int],
MaxPayloadInMB: NotRequired[int],
BatchStrategy: NotRequired[BatchStrategyType], # (1)
Environment: NotRequired[Mapping[str, str]],- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See TransformResourcesTypeDef
TransformJobTypeDef#
# TransformJobTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TransformJobTypeDef
def get_value() -> TransformJobTypeDef:
return {
"TransformJobName": ...,
}
# TransformJobTypeDef definition
class TransformJobTypeDef(TypedDict):
TransformJobName: NotRequired[str],
TransformJobArn: NotRequired[str],
TransformJobStatus: NotRequired[TransformJobStatusType], # (1)
FailureReason: NotRequired[str],
ModelName: NotRequired[str],
MaxConcurrentTransforms: NotRequired[int],
ModelClientConfig: NotRequired[ModelClientConfigTypeDef], # (2)
MaxPayloadInMB: NotRequired[int],
BatchStrategy: NotRequired[BatchStrategyType], # (3)
Environment: NotRequired[Dict[str, str]],
TransformInput: NotRequired[TransformInputTypeDef], # (4)
TransformOutput: NotRequired[TransformOutputTypeDef], # (5)
DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef], # (6)
TransformResources: NotRequired[TransformResourcesTypeDef], # (7)
CreationTime: NotRequired[datetime],
TransformStartTime: NotRequired[datetime],
TransformEndTime: NotRequired[datetime],
LabelingJobArn: NotRequired[str],
AutoMLJobArn: NotRequired[str],
DataProcessing: NotRequired[DataProcessingTypeDef], # (8)
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (9)
Tags: NotRequired[List[TagTypeDef]], # (10)- See TransformJobStatusType
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See BatchDataCaptureConfigTypeDef
- See TransformResourcesTypeDef
- See DataProcessingTypeDef
- See ExperimentConfigTypeDef
- See TagTypeDef
DescribeDomainResponseTypeDef#
# DescribeDomainResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDomainResponseTypeDef
def get_value() -> DescribeDomainResponseTypeDef:
return {
"DomainArn": ...,
}
# DescribeDomainResponseTypeDef definition
class DescribeDomainResponseTypeDef(TypedDict):
DomainArn: str,
DomainId: str,
DomainName: str,
HomeEfsFileSystemId: str,
SingleSignOnManagedApplicationInstanceId: str,
SingleSignOnApplicationArn: str,
Status: DomainStatusType, # (1)
CreationTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
SecurityGroupIdForDomainBoundary: str,
AuthMode: AuthModeType, # (2)
DefaultUserSettings: UserSettingsOutputTypeDef, # (3)
DomainSettings: DomainSettingsOutputTypeDef, # (4)
AppNetworkAccessType: AppNetworkAccessTypeType, # (5)
HomeEfsFileSystemKmsKeyId: str,
SubnetIds: List[str],
Url: str,
VpcId: str,
KmsKeyId: str,
AppSecurityGroupManagement: AppSecurityGroupManagementType, # (6)
TagPropagation: TagPropagationType, # (7)
DefaultSpaceSettings: DefaultSpaceSettingsOutputTypeDef, # (8)
ResponseMetadata: ResponseMetadataTypeDef, # (9)- See DomainStatusType
- See AuthModeType
- See UserSettingsOutputTypeDef
- See DomainSettingsOutputTypeDef
- See AppNetworkAccessTypeType
- See AppSecurityGroupManagementType
- See TagPropagationType
- See DefaultSpaceSettingsOutputTypeDef
- See ResponseMetadataTypeDef
DescribeUserProfileResponseTypeDef#
# DescribeUserProfileResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeUserProfileResponseTypeDef
def get_value() -> DescribeUserProfileResponseTypeDef:
return {
"DomainId": ...,
}
# DescribeUserProfileResponseTypeDef definition
class DescribeUserProfileResponseTypeDef(TypedDict):
DomainId: str,
UserProfileArn: str,
UserProfileName: str,
HomeEfsFileSystemUid: str,
Status: UserProfileStatusType, # (1)
LastModifiedTime: datetime,
CreationTime: datetime,
FailureReason: str,
SingleSignOnUserIdentifier: str,
SingleSignOnUserValue: str,
UserSettings: UserSettingsOutputTypeDef, # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)DescribeAutoMLJobV2ResponseTypeDef#
# DescribeAutoMLJobV2ResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAutoMLJobV2ResponseTypeDef
def get_value() -> DescribeAutoMLJobV2ResponseTypeDef:
return {
"AutoMLJobName": ...,
}
# DescribeAutoMLJobV2ResponseTypeDef definition
class DescribeAutoMLJobV2ResponseTypeDef(TypedDict):
AutoMLJobName: str,
AutoMLJobArn: str,
AutoMLJobInputDataConfig: List[AutoMLJobChannelTypeDef], # (1)
OutputDataConfig: AutoMLOutputDataConfigTypeDef, # (2)
RoleArn: str,
AutoMLJobObjective: AutoMLJobObjectiveTypeDef, # (3)
AutoMLProblemTypeConfig: AutoMLProblemTypeConfigOutputTypeDef, # (4)
AutoMLProblemTypeConfigName: AutoMLProblemTypeConfigNameType, # (5)
CreationTime: datetime,
EndTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
PartialFailureReasons: List[AutoMLPartialFailureReasonTypeDef], # (6)
BestCandidate: AutoMLCandidateTypeDef, # (7)
AutoMLJobStatus: AutoMLJobStatusType, # (8)
AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType, # (9)
AutoMLJobArtifacts: AutoMLJobArtifactsTypeDef, # (10)
ResolvedAttributes: AutoMLResolvedAttributesTypeDef, # (11)
ModelDeployConfig: ModelDeployConfigTypeDef, # (12)
ModelDeployResult: ModelDeployResultTypeDef, # (13)
DataSplitConfig: AutoMLDataSplitConfigTypeDef, # (14)
SecurityConfig: AutoMLSecurityConfigOutputTypeDef, # (15)
AutoMLComputeConfig: AutoMLComputeConfigTypeDef, # (16)
ResponseMetadata: ResponseMetadataTypeDef, # (17)- See AutoMLJobChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLJobObjectiveTypeDef
- See AutoMLProblemTypeConfigOutputTypeDef
- See AutoMLProblemTypeConfigNameType
- See AutoMLPartialFailureReasonTypeDef
- See AutoMLCandidateTypeDef
- See AutoMLJobStatusType
- See AutoMLJobSecondaryStatusType
- See AutoMLJobArtifactsTypeDef
- See AutoMLResolvedAttributesTypeDef
- See ModelDeployConfigTypeDef
- See ModelDeployResultTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLSecurityConfigOutputTypeDef
- See AutoMLComputeConfigTypeDef
- See ResponseMetadataTypeDef
CreateAutoMLJobRequestTypeDef#
# CreateAutoMLJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAutoMLJobRequestTypeDef
def get_value() -> CreateAutoMLJobRequestTypeDef:
return {
"AutoMLJobName": ...,
}
# CreateAutoMLJobRequestTypeDef definition
class CreateAutoMLJobRequestTypeDef(TypedDict):
AutoMLJobName: str,
InputDataConfig: Sequence[AutoMLChannelTypeDef], # (1)
OutputDataConfig: AutoMLOutputDataConfigTypeDef, # (2)
RoleArn: str,
ProblemType: NotRequired[ProblemTypeType], # (3)
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (4)
AutoMLJobConfig: NotRequired[AutoMLJobConfigUnionTypeDef], # (5)
GenerateCandidateDefinitionsOnly: NotRequired[bool],
Tags: NotRequired[Sequence[TagTypeDef]], # (6)
ModelDeployConfig: NotRequired[ModelDeployConfigTypeDef], # (7)- See AutoMLChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See ProblemTypeType
- See AutoMLJobObjectiveTypeDef
- See AutoMLJobConfigTypeDef AutoMLJobConfigOutputTypeDef
- See TagTypeDef
- See ModelDeployConfigTypeDef
ListPipelineExecutionStepsResponseTypeDef#
# ListPipelineExecutionStepsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListPipelineExecutionStepsResponseTypeDef
def get_value() -> ListPipelineExecutionStepsResponseTypeDef:
return {
"PipelineExecutionSteps": ...,
}
# ListPipelineExecutionStepsResponseTypeDef definition
class ListPipelineExecutionStepsResponseTypeDef(TypedDict):
PipelineExecutionSteps: List[PipelineExecutionStepTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribeInferenceRecommendationsJobResponseTypeDef#
# DescribeInferenceRecommendationsJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeInferenceRecommendationsJobResponseTypeDef
def get_value() -> DescribeInferenceRecommendationsJobResponseTypeDef:
return {
"JobName": ...,
}
# DescribeInferenceRecommendationsJobResponseTypeDef definition
class DescribeInferenceRecommendationsJobResponseTypeDef(TypedDict):
JobName: str,
JobDescription: str,
JobType: RecommendationJobTypeType, # (1)
JobArn: str,
RoleArn: str,
Status: RecommendationJobStatusType, # (2)
CreationTime: datetime,
CompletionTime: datetime,
LastModifiedTime: datetime,
FailureReason: str,
InputConfig: RecommendationJobInputConfigOutputTypeDef, # (3)
StoppingConditions: RecommendationJobStoppingConditionsOutputTypeDef, # (4)
InferenceRecommendations: List[InferenceRecommendationTypeDef], # (5)
EndpointPerformances: List[EndpointPerformanceTypeDef], # (6)
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See RecommendationJobTypeType
- See RecommendationJobStatusType
- See RecommendationJobInputConfigOutputTypeDef
- See RecommendationJobStoppingConditionsOutputTypeDef
- See InferenceRecommendationTypeDef
- See EndpointPerformanceTypeDef
- See ResponseMetadataTypeDef
DescribeEndpointConfigOutputTypeDef#
# DescribeEndpointConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointConfigOutputTypeDef
def get_value() -> DescribeEndpointConfigOutputTypeDef:
return {
"EndpointConfigName": ...,
}
# DescribeEndpointConfigOutputTypeDef definition
class DescribeEndpointConfigOutputTypeDef(TypedDict):
EndpointConfigName: str,
EndpointConfigArn: str,
ProductionVariants: List[ProductionVariantTypeDef], # (1)
DataCaptureConfig: DataCaptureConfigOutputTypeDef, # (2)
KmsKeyId: str,
CreationTime: datetime,
AsyncInferenceConfig: AsyncInferenceConfigOutputTypeDef, # (3)
ExplainerConfig: ExplainerConfigOutputTypeDef, # (4)
ShadowProductionVariants: List[ProductionVariantTypeDef], # (1)
ExecutionRoleArn: str,
VpcConfig: VpcConfigOutputTypeDef, # (6)
EnableNetworkIsolation: bool,
ResponseMetadata: ResponseMetadataTypeDef, # (7)- See ProductionVariantTypeDef
- See DataCaptureConfigOutputTypeDef
- See AsyncInferenceConfigOutputTypeDef
- See ExplainerConfigOutputTypeDef
- See ProductionVariantTypeDef
- See VpcConfigOutputTypeDef
- See ResponseMetadataTypeDef
DescribeEndpointOutputTypeDef#
# DescribeEndpointOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeEndpointOutputTypeDef
def get_value() -> DescribeEndpointOutputTypeDef:
return {
"EndpointName": ...,
}
# DescribeEndpointOutputTypeDef definition
class DescribeEndpointOutputTypeDef(TypedDict):
EndpointName: str,
EndpointArn: str,
EndpointConfigName: str,
ProductionVariants: List[ProductionVariantSummaryTypeDef], # (1)
DataCaptureConfig: DataCaptureConfigSummaryTypeDef, # (2)
EndpointStatus: EndpointStatusType, # (3)
FailureReason: str,
CreationTime: datetime,
LastModifiedTime: datetime,
LastDeploymentConfig: DeploymentConfigOutputTypeDef, # (4)
AsyncInferenceConfig: AsyncInferenceConfigOutputTypeDef, # (5)
PendingDeploymentSummary: PendingDeploymentSummaryTypeDef, # (6)
ExplainerConfig: ExplainerConfigOutputTypeDef, # (7)
ShadowProductionVariants: List[ProductionVariantSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (9)- See ProductionVariantSummaryTypeDef
- See DataCaptureConfigSummaryTypeDef
- See EndpointStatusType
- See DeploymentConfigOutputTypeDef
- See AsyncInferenceConfigOutputTypeDef
- See PendingDeploymentSummaryTypeDef
- See ExplainerConfigOutputTypeDef
- See ProductionVariantSummaryTypeDef
- See ResponseMetadataTypeDef
DescribeHyperParameterTuningJobResponseTypeDef#
# DescribeHyperParameterTuningJobResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeHyperParameterTuningJobResponseTypeDef
def get_value() -> DescribeHyperParameterTuningJobResponseTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# DescribeHyperParameterTuningJobResponseTypeDef definition
class DescribeHyperParameterTuningJobResponseTypeDef(TypedDict):
HyperParameterTuningJobName: str,
HyperParameterTuningJobArn: str,
HyperParameterTuningJobConfig: HyperParameterTuningJobConfigOutputTypeDef, # (1)
TrainingJobDefinition: HyperParameterTrainingJobDefinitionOutputTypeDef, # (2)
TrainingJobDefinitions: List[HyperParameterTrainingJobDefinitionOutputTypeDef], # (3)
HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType, # (4)
CreationTime: datetime,
HyperParameterTuningEndTime: datetime,
LastModifiedTime: datetime,
TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef, # (5)
ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef, # (6)
BestTrainingJob: HyperParameterTrainingJobSummaryTypeDef, # (7)
OverallBestTrainingJob: HyperParameterTrainingJobSummaryTypeDef, # (7)
WarmStartConfig: HyperParameterTuningJobWarmStartConfigOutputTypeDef, # (9)
Autotune: AutotuneTypeDef, # (10)
FailureReason: str,
TuningJobCompletionDetails: HyperParameterTuningJobCompletionDetailsTypeDef, # (11)
ConsumedResources: HyperParameterTuningJobConsumedResourcesTypeDef, # (12)
ResponseMetadata: ResponseMetadataTypeDef, # (13)- See HyperParameterTuningJobConfigOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobStatusType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTuningJobWarmStartConfigOutputTypeDef
- See AutotuneTypeDef
- See HyperParameterTuningJobCompletionDetailsTypeDef
- See HyperParameterTuningJobConsumedResourcesTypeDef
- See ResponseMetadataTypeDef
HyperParameterTuningJobSearchEntityTypeDef#
# HyperParameterTuningJobSearchEntityTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTuningJobSearchEntityTypeDef
def get_value() -> HyperParameterTuningJobSearchEntityTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# HyperParameterTuningJobSearchEntityTypeDef definition
class HyperParameterTuningJobSearchEntityTypeDef(TypedDict):
HyperParameterTuningJobName: NotRequired[str],
HyperParameterTuningJobArn: NotRequired[str],
HyperParameterTuningJobConfig: NotRequired[HyperParameterTuningJobConfigOutputTypeDef], # (1)
TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionOutputTypeDef], # (2)
TrainingJobDefinitions: NotRequired[List[HyperParameterTrainingJobDefinitionOutputTypeDef]], # (3)
HyperParameterTuningJobStatus: NotRequired[HyperParameterTuningJobStatusType], # (4)
CreationTime: NotRequired[datetime],
HyperParameterTuningEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
TrainingJobStatusCounters: NotRequired[TrainingJobStatusCountersTypeDef], # (5)
ObjectiveStatusCounters: NotRequired[ObjectiveStatusCountersTypeDef], # (6)
BestTrainingJob: NotRequired[HyperParameterTrainingJobSummaryTypeDef], # (7)
OverallBestTrainingJob: NotRequired[HyperParameterTrainingJobSummaryTypeDef], # (7)
WarmStartConfig: NotRequired[HyperParameterTuningJobWarmStartConfigOutputTypeDef], # (9)
FailureReason: NotRequired[str],
TuningJobCompletionDetails: NotRequired[HyperParameterTuningJobCompletionDetailsTypeDef], # (10)
ConsumedResources: NotRequired[HyperParameterTuningJobConsumedResourcesTypeDef], # (11)
Tags: NotRequired[List[TagTypeDef]], # (12)- See HyperParameterTuningJobConfigOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobStatusType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTuningJobWarmStartConfigOutputTypeDef
- See HyperParameterTuningJobCompletionDetailsTypeDef
- See HyperParameterTuningJobConsumedResourcesTypeDef
- See TagTypeDef
ListSpacesResponseTypeDef#
# ListSpacesResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListSpacesResponseTypeDef
def get_value() -> ListSpacesResponseTypeDef:
return {
"Spaces": ...,
}
# ListSpacesResponseTypeDef definition
class ListSpacesResponseTypeDef(TypedDict):
Spaces: List[SpaceDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListInferenceRecommendationsJobStepsResponseTypeDef#
# ListInferenceRecommendationsJobStepsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsResponseTypeDef
def get_value() -> ListInferenceRecommendationsJobStepsResponseTypeDef:
return {
"Steps": ...,
}
# ListInferenceRecommendationsJobStepsResponseTypeDef definition
class ListInferenceRecommendationsJobStepsResponseTypeDef(TypedDict):
Steps: List[InferenceRecommendationsJobStepTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribeWorkteamResponseTypeDef#
# DescribeWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeWorkteamResponseTypeDef
def get_value() -> DescribeWorkteamResponseTypeDef:
return {
"Workteam": ...,
}
# DescribeWorkteamResponseTypeDef definition
class DescribeWorkteamResponseTypeDef(TypedDict):
Workteam: WorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListWorkteamsResponseTypeDef#
# ListWorkteamsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListWorkteamsResponseTypeDef
def get_value() -> ListWorkteamsResponseTypeDef:
return {
"Workteams": ...,
}
# ListWorkteamsResponseTypeDef definition
class ListWorkteamsResponseTypeDef(TypedDict):
Workteams: List[WorkteamTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateWorkteamResponseTypeDef#
# UpdateWorkteamResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateWorkteamResponseTypeDef
def get_value() -> UpdateWorkteamResponseTypeDef:
return {
"Workteam": ...,
}
# UpdateWorkteamResponseTypeDef definition
class UpdateWorkteamResponseTypeDef(TypedDict):
Workteam: WorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListLabelingJobsResponseTypeDef#
# ListLabelingJobsResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ListLabelingJobsResponseTypeDef
def get_value() -> ListLabelingJobsResponseTypeDef:
return {
"LabelingJobSummaryList": ...,
}
# ListLabelingJobsResponseTypeDef definition
class ListLabelingJobsResponseTypeDef(TypedDict):
LabelingJobSummaryList: List[LabelingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DynamicScalingConfigurationTypeDef#
# DynamicScalingConfigurationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DynamicScalingConfigurationTypeDef
def get_value() -> DynamicScalingConfigurationTypeDef:
return {
"MinCapacity": ...,
}
# DynamicScalingConfigurationTypeDef definition
class DynamicScalingConfigurationTypeDef(TypedDict):
MinCapacity: NotRequired[int],
MaxCapacity: NotRequired[int],
ScaleInCooldown: NotRequired[int],
ScaleOutCooldown: NotRequired[int],
ScalingPolicies: NotRequired[List[ScalingPolicyTypeDef]], # (1)DescribeModelOutputTypeDef#
# DescribeModelOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelOutputTypeDef
def get_value() -> DescribeModelOutputTypeDef:
return {
"ModelName": ...,
}
# DescribeModelOutputTypeDef definition
class DescribeModelOutputTypeDef(TypedDict):
ModelName: str,
PrimaryContainer: ContainerDefinitionOutputTypeDef, # (1)
Containers: List[ContainerDefinitionOutputTypeDef], # (2)
InferenceExecutionConfig: InferenceExecutionConfigTypeDef, # (3)
ExecutionRoleArn: str,
VpcConfig: VpcConfigOutputTypeDef, # (4)
CreationTime: datetime,
ModelArn: str,
EnableNetworkIsolation: bool,
DeploymentRecommendation: DeploymentRecommendationTypeDef, # (5)
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See ContainerDefinitionOutputTypeDef
- See ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See VpcConfigOutputTypeDef
- See DeploymentRecommendationTypeDef
- See ResponseMetadataTypeDef
ModelTypeDef#
# ModelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelTypeDef
def get_value() -> ModelTypeDef:
return {
"ModelName": ...,
}
# ModelTypeDef definition
class ModelTypeDef(TypedDict):
ModelName: NotRequired[str],
PrimaryContainer: NotRequired[ContainerDefinitionOutputTypeDef], # (1)
Containers: NotRequired[List[ContainerDefinitionOutputTypeDef]], # (2)
InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef], # (3)
ExecutionRoleArn: NotRequired[str],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (4)
CreationTime: NotRequired[datetime],
ModelArn: NotRequired[str],
EnableNetworkIsolation: NotRequired[bool],
Tags: NotRequired[List[TagTypeDef]], # (5)
DeploymentRecommendation: NotRequired[DeploymentRecommendationTypeDef], # (6)- See ContainerDefinitionOutputTypeDef
- See ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See VpcConfigOutputTypeDef
- See TagTypeDef
- See DeploymentRecommendationTypeDef
AdditionalInferenceSpecificationDefinitionOutputTypeDef#
# AdditionalInferenceSpecificationDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AdditionalInferenceSpecificationDefinitionOutputTypeDef
def get_value() -> AdditionalInferenceSpecificationDefinitionOutputTypeDef:
return {
"Name": ...,
}
# AdditionalInferenceSpecificationDefinitionOutputTypeDef definition
class AdditionalInferenceSpecificationDefinitionOutputTypeDef(TypedDict):
Name: str,
Containers: List[ModelPackageContainerDefinitionOutputTypeDef], # (1)
Description: NotRequired[str],
SupportedTransformInstanceTypes: NotRequired[List[TransformInstanceTypeType]], # (2)
SupportedRealtimeInferenceInstanceTypes: NotRequired[List[ProductionVariantInstanceTypeType]], # (3)
SupportedContentTypes: NotRequired[List[str]],
SupportedResponseMIMETypes: NotRequired[List[str]],- See ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
InferenceSpecificationOutputTypeDef#
# InferenceSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceSpecificationOutputTypeDef
def get_value() -> InferenceSpecificationOutputTypeDef:
return {
"Containers": ...,
}
# InferenceSpecificationOutputTypeDef definition
class InferenceSpecificationOutputTypeDef(TypedDict):
Containers: List[ModelPackageContainerDefinitionOutputTypeDef], # (1)
SupportedTransformInstanceTypes: NotRequired[List[TransformInstanceTypeType]], # (2)
SupportedRealtimeInferenceInstanceTypes: NotRequired[List[ProductionVariantInstanceTypeType]], # (3)
SupportedContentTypes: NotRequired[List[str]],
SupportedResponseMIMETypes: NotRequired[List[str]],- See ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
InferenceSpecificationTypeDef#
# InferenceSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import InferenceSpecificationTypeDef
def get_value() -> InferenceSpecificationTypeDef:
return {
"Containers": ...,
}
# InferenceSpecificationTypeDef definition
class InferenceSpecificationTypeDef(TypedDict):
Containers: Sequence[ModelPackageContainerDefinitionTypeDef], # (1)
SupportedTransformInstanceTypes: NotRequired[Sequence[TransformInstanceTypeType]], # (2)
SupportedRealtimeInferenceInstanceTypes: NotRequired[Sequence[ProductionVariantInstanceTypeType]], # (3)
SupportedContentTypes: NotRequired[Sequence[str]],
SupportedResponseMIMETypes: NotRequired[Sequence[str]],- See ModelPackageContainerDefinitionTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
SourceAlgorithmSpecificationOutputTypeDef#
# SourceAlgorithmSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SourceAlgorithmSpecificationOutputTypeDef
def get_value() -> SourceAlgorithmSpecificationOutputTypeDef:
return {
"SourceAlgorithms": ...,
}
# SourceAlgorithmSpecificationOutputTypeDef definition
class SourceAlgorithmSpecificationOutputTypeDef(TypedDict):
SourceAlgorithms: List[SourceAlgorithmTypeDef], # (1)SourceAlgorithmSpecificationTypeDef#
# SourceAlgorithmSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SourceAlgorithmSpecificationTypeDef
def get_value() -> SourceAlgorithmSpecificationTypeDef:
return {
"SourceAlgorithms": ...,
}
# SourceAlgorithmSpecificationTypeDef definition
class SourceAlgorithmSpecificationTypeDef(TypedDict):
SourceAlgorithms: Sequence[SourceAlgorithmTypeDef], # (1)CreateOptimizationJobRequestTypeDef#
# CreateOptimizationJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateOptimizationJobRequestTypeDef
def get_value() -> CreateOptimizationJobRequestTypeDef:
return {
"OptimizationJobName": ...,
}
# CreateOptimizationJobRequestTypeDef definition
class CreateOptimizationJobRequestTypeDef(TypedDict):
OptimizationJobName: str,
RoleArn: str,
ModelSource: OptimizationJobModelSourceTypeDef, # (1)
DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType, # (2)
OptimizationConfigs: Sequence[OptimizationConfigUnionTypeDef], # (3)
OutputConfig: OptimizationJobOutputConfigTypeDef, # (4)
StoppingCondition: StoppingConditionTypeDef, # (5)
OptimizationEnvironment: NotRequired[Mapping[str, str]],
Tags: NotRequired[Sequence[TagTypeDef]], # (6)
VpcConfig: NotRequired[OptimizationVpcConfigUnionTypeDef], # (7)- See OptimizationJobModelSourceTypeDef
- See OptimizationJobDeploymentInstanceTypeType
- See OptimizationConfigTypeDef OptimizationConfigOutputTypeDef
- See OptimizationJobOutputConfigTypeDef
- See StoppingConditionTypeDef
- See TagTypeDef
- See OptimizationVpcConfigTypeDef OptimizationVpcConfigOutputTypeDef
DescribeDataQualityJobDefinitionResponseTypeDef#
# DescribeDataQualityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeDataQualityJobDefinitionResponseTypeDef
def get_value() -> DescribeDataQualityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# DescribeDataQualityJobDefinitionResponseTypeDef definition
class DescribeDataQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
JobDefinitionName: str,
CreationTime: datetime,
DataQualityBaselineConfig: DataQualityBaselineConfigTypeDef, # (1)
DataQualityAppSpecification: DataQualityAppSpecificationOutputTypeDef, # (2)
DataQualityJobInput: DataQualityJobInputOutputTypeDef, # (3)
DataQualityJobOutputConfig: MonitoringOutputConfigOutputTypeDef, # (4)
JobResources: MonitoringResourcesTypeDef, # (5)
NetworkConfig: MonitoringNetworkConfigOutputTypeDef, # (6)
RoleArn: str,
StoppingCondition: MonitoringStoppingConditionTypeDef, # (7)
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See DataQualityBaselineConfigTypeDef
- See DataQualityAppSpecificationOutputTypeDef
- See DataQualityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See ResponseMetadataTypeDef
DescribeModelBiasJobDefinitionResponseTypeDef#
# DescribeModelBiasJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelBiasJobDefinitionResponseTypeDef
def get_value() -> DescribeModelBiasJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# DescribeModelBiasJobDefinitionResponseTypeDef definition
class DescribeModelBiasJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
JobDefinitionName: str,
CreationTime: datetime,
ModelBiasBaselineConfig: ModelBiasBaselineConfigTypeDef, # (1)
ModelBiasAppSpecification: ModelBiasAppSpecificationOutputTypeDef, # (2)
ModelBiasJobInput: ModelBiasJobInputOutputTypeDef, # (3)
ModelBiasJobOutputConfig: MonitoringOutputConfigOutputTypeDef, # (4)
JobResources: MonitoringResourcesTypeDef, # (5)
NetworkConfig: MonitoringNetworkConfigOutputTypeDef, # (6)
RoleArn: str,
StoppingCondition: MonitoringStoppingConditionTypeDef, # (7)
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See ModelBiasBaselineConfigTypeDef
- See ModelBiasAppSpecificationOutputTypeDef
- See ModelBiasJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See ResponseMetadataTypeDef
DescribeModelExplainabilityJobDefinitionResponseTypeDef#
# DescribeModelExplainabilityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelExplainabilityJobDefinitionResponseTypeDef
def get_value() -> DescribeModelExplainabilityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# DescribeModelExplainabilityJobDefinitionResponseTypeDef definition
class DescribeModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
JobDefinitionName: str,
CreationTime: datetime,
ModelExplainabilityBaselineConfig: ModelExplainabilityBaselineConfigTypeDef, # (1)
ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationOutputTypeDef, # (2)
ModelExplainabilityJobInput: ModelExplainabilityJobInputOutputTypeDef, # (3)
ModelExplainabilityJobOutputConfig: MonitoringOutputConfigOutputTypeDef, # (4)
JobResources: MonitoringResourcesTypeDef, # (5)
NetworkConfig: MonitoringNetworkConfigOutputTypeDef, # (6)
RoleArn: str,
StoppingCondition: MonitoringStoppingConditionTypeDef, # (7)
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See ModelExplainabilityBaselineConfigTypeDef
- See ModelExplainabilityAppSpecificationOutputTypeDef
- See ModelExplainabilityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See ResponseMetadataTypeDef
DescribeModelQualityJobDefinitionResponseTypeDef#
# DescribeModelQualityJobDefinitionResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelQualityJobDefinitionResponseTypeDef
def get_value() -> DescribeModelQualityJobDefinitionResponseTypeDef:
return {
"JobDefinitionArn": ...,
}
# DescribeModelQualityJobDefinitionResponseTypeDef definition
class DescribeModelQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
JobDefinitionName: str,
CreationTime: datetime,
ModelQualityBaselineConfig: ModelQualityBaselineConfigTypeDef, # (1)
ModelQualityAppSpecification: ModelQualityAppSpecificationOutputTypeDef, # (2)
ModelQualityJobInput: ModelQualityJobInputOutputTypeDef, # (3)
ModelQualityJobOutputConfig: MonitoringOutputConfigOutputTypeDef, # (4)
JobResources: MonitoringResourcesTypeDef, # (5)
NetworkConfig: MonitoringNetworkConfigOutputTypeDef, # (6)
RoleArn: str,
StoppingCondition: MonitoringStoppingConditionTypeDef, # (7)
ResponseMetadata: ResponseMetadataTypeDef, # (8)- See ModelQualityBaselineConfigTypeDef
- See ModelQualityAppSpecificationOutputTypeDef
- See ModelQualityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See ResponseMetadataTypeDef
MonitoringJobDefinitionOutputTypeDef#
# MonitoringJobDefinitionOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringJobDefinitionOutputTypeDef
def get_value() -> MonitoringJobDefinitionOutputTypeDef:
return {
"BaselineConfig": ...,
}
# MonitoringJobDefinitionOutputTypeDef definition
class MonitoringJobDefinitionOutputTypeDef(TypedDict):
MonitoringInputs: List[MonitoringInputOutputTypeDef], # (2)
MonitoringOutputConfig: MonitoringOutputConfigOutputTypeDef, # (3)
MonitoringResources: MonitoringResourcesTypeDef, # (4)
MonitoringAppSpecification: MonitoringAppSpecificationOutputTypeDef, # (5)
RoleArn: str,
BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef], # (1)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (6)
Environment: NotRequired[Dict[str, str]],
NetworkConfig: NotRequired[NetworkConfigOutputTypeDef], # (7)- See MonitoringBaselineConfigTypeDef
- See MonitoringInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringAppSpecificationOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See NetworkConfigOutputTypeDef
MonitoringJobDefinitionTypeDef#
# MonitoringJobDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringJobDefinitionTypeDef
def get_value() -> MonitoringJobDefinitionTypeDef:
return {
"BaselineConfig": ...,
}
# MonitoringJobDefinitionTypeDef definition
class MonitoringJobDefinitionTypeDef(TypedDict):
MonitoringInputs: Sequence[MonitoringInputTypeDef], # (2)
MonitoringOutputConfig: MonitoringOutputConfigTypeDef, # (3)
MonitoringResources: MonitoringResourcesTypeDef, # (4)
MonitoringAppSpecification: MonitoringAppSpecificationTypeDef, # (5)
RoleArn: str,
BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef], # (1)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (6)
Environment: NotRequired[Mapping[str, str]],
NetworkConfig: NotRequired[NetworkConfigTypeDef], # (7)- See MonitoringBaselineConfigTypeDef
- See MonitoringInputTypeDef
- See MonitoringOutputConfigTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringAppSpecificationTypeDef
- See MonitoringStoppingConditionTypeDef
- See NetworkConfigTypeDef
CreateWorkteamRequestTypeDef#
# CreateWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateWorkteamRequestTypeDef
def get_value() -> CreateWorkteamRequestTypeDef:
return {
"WorkteamName": ...,
}
# CreateWorkteamRequestTypeDef definition
class CreateWorkteamRequestTypeDef(TypedDict):
WorkteamName: str,
MemberDefinitions: Sequence[MemberDefinitionUnionTypeDef], # (1)
Description: str,
WorkforceName: NotRequired[str],
NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef], # (2)
WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef], # (3)
Tags: NotRequired[Sequence[TagTypeDef]], # (4)- See MemberDefinitionTypeDef MemberDefinitionOutputTypeDef
- See NotificationConfigurationTypeDef
- See WorkerAccessConfigurationTypeDef
- See TagTypeDef
UpdateWorkteamRequestTypeDef#
# UpdateWorkteamRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateWorkteamRequestTypeDef
def get_value() -> UpdateWorkteamRequestTypeDef:
return {
"WorkteamName": ...,
}
# UpdateWorkteamRequestTypeDef definition
class UpdateWorkteamRequestTypeDef(TypedDict):
WorkteamName: str,
MemberDefinitions: NotRequired[Sequence[MemberDefinitionUnionTypeDef]], # (1)
Description: NotRequired[str],
NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef], # (2)
WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef], # (3)- See MemberDefinitionTypeDef MemberDefinitionOutputTypeDef
- See NotificationConfigurationTypeDef
- See WorkerAccessConfigurationTypeDef
CreateProcessingJobRequestTypeDef#
# CreateProcessingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateProcessingJobRequestTypeDef
def get_value() -> CreateProcessingJobRequestTypeDef:
return {
"ProcessingJobName": ...,
}
# CreateProcessingJobRequestTypeDef definition
class CreateProcessingJobRequestTypeDef(TypedDict):
ProcessingJobName: str,
ProcessingResources: ProcessingResourcesTypeDef, # (1)
AppSpecification: AppSpecificationUnionTypeDef, # (2)
RoleArn: str,
ProcessingInputs: NotRequired[Sequence[ProcessingInputTypeDef]], # (3)
ProcessingOutputConfig: NotRequired[ProcessingOutputConfigUnionTypeDef], # (4)
StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef], # (5)
Environment: NotRequired[Mapping[str, str]],
NetworkConfig: NotRequired[NetworkConfigUnionTypeDef], # (6)
Tags: NotRequired[Sequence[TagTypeDef]], # (7)
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (8)- See ProcessingResourcesTypeDef
- See AppSpecificationTypeDef AppSpecificationOutputTypeDef
- See ProcessingInputTypeDef
- See ProcessingOutputConfigTypeDef ProcessingOutputConfigOutputTypeDef
- See ProcessingStoppingConditionTypeDef
- See NetworkConfigTypeDef NetworkConfigOutputTypeDef
- See TagTypeDef
- See ExperimentConfigTypeDef
CreateFlowDefinitionRequestTypeDef#
# CreateFlowDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateFlowDefinitionRequestTypeDef
def get_value() -> CreateFlowDefinitionRequestTypeDef:
return {
"FlowDefinitionName": ...,
}
# CreateFlowDefinitionRequestTypeDef definition
class CreateFlowDefinitionRequestTypeDef(TypedDict):
FlowDefinitionName: str,
OutputConfig: FlowDefinitionOutputConfigTypeDef, # (1)
RoleArn: str,
HumanLoopRequestSource: NotRequired[HumanLoopRequestSourceTypeDef], # (2)
HumanLoopActivationConfig: NotRequired[HumanLoopActivationConfigTypeDef], # (3)
HumanLoopConfig: NotRequired[HumanLoopConfigUnionTypeDef], # (4)
Tags: NotRequired[Sequence[TagTypeDef]], # (5)- See FlowDefinitionOutputConfigTypeDef
- See HumanLoopRequestSourceTypeDef
- See HumanLoopActivationConfigTypeDef
- See HumanLoopConfigTypeDef HumanLoopConfigOutputTypeDef
- See TagTypeDef
CreateLabelingJobRequestTypeDef#
# CreateLabelingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateLabelingJobRequestTypeDef
def get_value() -> CreateLabelingJobRequestTypeDef:
return {
"LabelingJobName": ...,
}
# CreateLabelingJobRequestTypeDef definition
class CreateLabelingJobRequestTypeDef(TypedDict):
LabelingJobName: str,
LabelAttributeName: str,
InputConfig: LabelingJobInputConfigUnionTypeDef, # (1)
OutputConfig: LabelingJobOutputConfigTypeDef, # (2)
RoleArn: str,
HumanTaskConfig: HumanTaskConfigUnionTypeDef, # (3)
LabelCategoryConfigS3Uri: NotRequired[str],
StoppingConditions: NotRequired[LabelingJobStoppingConditionsTypeDef], # (4)
LabelingJobAlgorithmsConfig: NotRequired[LabelingJobAlgorithmsConfigUnionTypeDef], # (5)
Tags: NotRequired[Sequence[TagTypeDef]], # (6)- See LabelingJobInputConfigTypeDef LabelingJobInputConfigOutputTypeDef
- See LabelingJobOutputConfigTypeDef
- See HumanTaskConfigTypeDef HumanTaskConfigOutputTypeDef
- See LabelingJobStoppingConditionsTypeDef
- See LabelingJobAlgorithmsConfigTypeDef LabelingJobAlgorithmsConfigOutputTypeDef
- See TagTypeDef
ChannelTypeDef#
# ChannelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ChannelTypeDef
def get_value() -> ChannelTypeDef:
return {
"ChannelName": ...,
}
# ChannelTypeDef definition
class ChannelTypeDef(TypedDict):
ChannelName: str,
DataSource: DataSourceUnionTypeDef, # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
RecordWrapperType: NotRequired[RecordWrapperType], # (3)
InputMode: NotRequired[TrainingInputModeType], # (4)
ShuffleConfig: NotRequired[ShuffleConfigTypeDef], # (5)- See DataSourceTypeDef DataSourceOutputTypeDef
- See CompressionTypeType
- See RecordWrapperType
- See TrainingInputModeType
- See ShuffleConfigTypeDef
DescribeSpaceResponseTypeDef#
# DescribeSpaceResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeSpaceResponseTypeDef
def get_value() -> DescribeSpaceResponseTypeDef:
return {
"DomainId": ...,
}
# DescribeSpaceResponseTypeDef definition
class DescribeSpaceResponseTypeDef(TypedDict):
DomainId: str,
SpaceArn: str,
SpaceName: str,
HomeEfsFileSystemUid: str,
Status: SpaceStatusType, # (1)
LastModifiedTime: datetime,
CreationTime: datetime,
FailureReason: str,
SpaceSettings: SpaceSettingsOutputTypeDef, # (2)
OwnershipSettings: OwnershipSettingsTypeDef, # (3)
SpaceSharingSettings: SpaceSharingSettingsTypeDef, # (4)
SpaceDisplayName: str,
Url: str,
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See SpaceStatusType
- See SpaceSettingsOutputTypeDef
- See OwnershipSettingsTypeDef
- See SpaceSharingSettingsTypeDef
- See ResponseMetadataTypeDef
AlgorithmValidationProfileOutputTypeDef#
# AlgorithmValidationProfileOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmValidationProfileOutputTypeDef
def get_value() -> AlgorithmValidationProfileOutputTypeDef:
return {
"ProfileName": ...,
}
# AlgorithmValidationProfileOutputTypeDef definition
class AlgorithmValidationProfileOutputTypeDef(TypedDict):
ProfileName: str,
TrainingJobDefinition: TrainingJobDefinitionOutputTypeDef, # (1)
TransformJobDefinition: NotRequired[TransformJobDefinitionOutputTypeDef], # (2)ModelPackageValidationProfileOutputTypeDef#
# ModelPackageValidationProfileOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageValidationProfileOutputTypeDef
def get_value() -> ModelPackageValidationProfileOutputTypeDef:
return {
"ProfileName": ...,
}
# ModelPackageValidationProfileOutputTypeDef definition
class ModelPackageValidationProfileOutputTypeDef(TypedDict):
ProfileName: str,
TransformJobDefinition: TransformJobDefinitionOutputTypeDef, # (1)ModelPackageValidationProfileTypeDef#
# ModelPackageValidationProfileTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageValidationProfileTypeDef
def get_value() -> ModelPackageValidationProfileTypeDef:
return {
"ProfileName": ...,
}
# ModelPackageValidationProfileTypeDef definition
class ModelPackageValidationProfileTypeDef(TypedDict):
ProfileName: str,
TransformJobDefinition: TransformJobDefinitionTypeDef, # (1)TrialComponentSourceDetailTypeDef#
# TrialComponentSourceDetailTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentSourceDetailTypeDef
def get_value() -> TrialComponentSourceDetailTypeDef:
return {
"SourceArn": ...,
}
# TrialComponentSourceDetailTypeDef definition
class TrialComponentSourceDetailTypeDef(TypedDict):
SourceArn: NotRequired[str],
TrainingJob: NotRequired[TrainingJobTypeDef], # (1)
ProcessingJob: NotRequired[ProcessingJobTypeDef], # (2)
TransformJob: NotRequired[TransformJobTypeDef], # (3)CreateDomainRequestTypeDef#
# CreateDomainRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateDomainRequestTypeDef
def get_value() -> CreateDomainRequestTypeDef:
return {
"DomainName": ...,
}
# CreateDomainRequestTypeDef definition
class CreateDomainRequestTypeDef(TypedDict):
DomainName: str,
AuthMode: AuthModeType, # (1)
DefaultUserSettings: UserSettingsUnionTypeDef, # (2)
SubnetIds: Sequence[str],
VpcId: str,
DomainSettings: NotRequired[DomainSettingsUnionTypeDef], # (3)
Tags: NotRequired[Sequence[TagTypeDef]], # (4)
AppNetworkAccessType: NotRequired[AppNetworkAccessTypeType], # (5)
HomeEfsFileSystemKmsKeyId: NotRequired[str],
KmsKeyId: NotRequired[str],
AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType], # (6)
TagPropagation: NotRequired[TagPropagationType], # (7)
DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsUnionTypeDef], # (8)- See AuthModeType
- See UserSettingsTypeDef UserSettingsOutputTypeDef
- See DomainSettingsTypeDef DomainSettingsOutputTypeDef
- See TagTypeDef
- See AppNetworkAccessTypeType
- See AppSecurityGroupManagementType
- See TagPropagationType
- See DefaultSpaceSettingsTypeDef DefaultSpaceSettingsOutputTypeDef
CreateUserProfileRequestTypeDef#
# CreateUserProfileRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateUserProfileRequestTypeDef
def get_value() -> CreateUserProfileRequestTypeDef:
return {
"DomainId": ...,
}
# CreateUserProfileRequestTypeDef definition
class CreateUserProfileRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,
SingleSignOnUserIdentifier: NotRequired[str],
SingleSignOnUserValue: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)
UserSettings: NotRequired[UserSettingsUnionTypeDef], # (2)UpdateDomainRequestTypeDef#
# UpdateDomainRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateDomainRequestTypeDef
def get_value() -> UpdateDomainRequestTypeDef:
return {
"DomainId": ...,
}
# UpdateDomainRequestTypeDef definition
class UpdateDomainRequestTypeDef(TypedDict):
DomainId: str,
DefaultUserSettings: NotRequired[UserSettingsUnionTypeDef], # (1)
DomainSettingsForUpdate: NotRequired[DomainSettingsForUpdateTypeDef], # (2)
AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType], # (3)
DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsUnionTypeDef], # (4)
SubnetIds: NotRequired[Sequence[str]],
AppNetworkAccessType: NotRequired[AppNetworkAccessTypeType], # (5)
TagPropagation: NotRequired[TagPropagationType], # (6)- See UserSettingsTypeDef UserSettingsOutputTypeDef
- See DomainSettingsForUpdateTypeDef
- See AppSecurityGroupManagementType
- See DefaultSpaceSettingsTypeDef DefaultSpaceSettingsOutputTypeDef
- See AppNetworkAccessTypeType
- See TagPropagationType
UpdateUserProfileRequestTypeDef#
# UpdateUserProfileRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateUserProfileRequestTypeDef
def get_value() -> UpdateUserProfileRequestTypeDef:
return {
"DomainId": ...,
}
# UpdateUserProfileRequestTypeDef definition
class UpdateUserProfileRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,
UserSettings: NotRequired[UserSettingsUnionTypeDef], # (1)CreateAutoMLJobV2RequestTypeDef#
# CreateAutoMLJobV2RequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAutoMLJobV2RequestTypeDef
def get_value() -> CreateAutoMLJobV2RequestTypeDef:
return {
"AutoMLJobName": ...,
}
# CreateAutoMLJobV2RequestTypeDef definition
class CreateAutoMLJobV2RequestTypeDef(TypedDict):
AutoMLJobName: str,
AutoMLJobInputDataConfig: Sequence[AutoMLJobChannelTypeDef], # (1)
OutputDataConfig: AutoMLOutputDataConfigTypeDef, # (2)
AutoMLProblemTypeConfig: AutoMLProblemTypeConfigUnionTypeDef, # (3)
RoleArn: str,
Tags: NotRequired[Sequence[TagTypeDef]], # (4)
SecurityConfig: NotRequired[AutoMLSecurityConfigUnionTypeDef], # (5)
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (6)
ModelDeployConfig: NotRequired[ModelDeployConfigTypeDef], # (7)
DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef], # (8)
AutoMLComputeConfig: NotRequired[AutoMLComputeConfigTypeDef], # (9)- See AutoMLJobChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLProblemTypeConfigTypeDef AutoMLProblemTypeConfigOutputTypeDef
- See TagTypeDef
- See AutoMLSecurityConfigTypeDef AutoMLSecurityConfigOutputTypeDef
- See AutoMLJobObjectiveTypeDef
- See ModelDeployConfigTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLComputeConfigTypeDef
CreateEndpointInputTypeDef#
# CreateEndpointInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEndpointInputTypeDef
def get_value() -> CreateEndpointInputTypeDef:
return {
"EndpointName": ...,
}
# CreateEndpointInputTypeDef definition
class CreateEndpointInputTypeDef(TypedDict):
EndpointName: str,
EndpointConfigName: str,
DeploymentConfig: NotRequired[DeploymentConfigUnionTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)UpdateEndpointInputTypeDef#
# UpdateEndpointInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateEndpointInputTypeDef
def get_value() -> UpdateEndpointInputTypeDef:
return {
"EndpointName": ...,
}
# UpdateEndpointInputTypeDef definition
class UpdateEndpointInputTypeDef(TypedDict):
EndpointName: str,
EndpointConfigName: str,
RetainAllVariantProperties: NotRequired[bool],
ExcludeRetainedVariantProperties: NotRequired[Sequence[VariantPropertyTypeDef]], # (1)
DeploymentConfig: NotRequired[DeploymentConfigUnionTypeDef], # (2)
RetainDeploymentConfig: NotRequired[bool],CreateInferenceRecommendationsJobRequestTypeDef#
# CreateInferenceRecommendationsJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateInferenceRecommendationsJobRequestTypeDef
def get_value() -> CreateInferenceRecommendationsJobRequestTypeDef:
return {
"JobName": ...,
}
# CreateInferenceRecommendationsJobRequestTypeDef definition
class CreateInferenceRecommendationsJobRequestTypeDef(TypedDict):
JobName: str,
JobType: RecommendationJobTypeType, # (1)
RoleArn: str,
InputConfig: RecommendationJobInputConfigUnionTypeDef, # (2)
JobDescription: NotRequired[str],
StoppingConditions: NotRequired[RecommendationJobStoppingConditionsUnionTypeDef], # (3)
OutputConfig: NotRequired[RecommendationJobOutputConfigTypeDef], # (4)
Tags: NotRequired[Sequence[TagTypeDef]], # (5)- See RecommendationJobTypeType
- See RecommendationJobInputConfigTypeDef RecommendationJobInputConfigOutputTypeDef
- See RecommendationJobStoppingConditionsTypeDef RecommendationJobStoppingConditionsOutputTypeDef
- See RecommendationJobOutputConfigTypeDef
- See TagTypeDef
CreateEndpointConfigInputTypeDef#
# CreateEndpointConfigInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateEndpointConfigInputTypeDef
def get_value() -> CreateEndpointConfigInputTypeDef:
return {
"EndpointConfigName": ...,
}
# CreateEndpointConfigInputTypeDef definition
class CreateEndpointConfigInputTypeDef(TypedDict):
EndpointConfigName: str,
ProductionVariants: Sequence[ProductionVariantTypeDef], # (1)
DataCaptureConfig: NotRequired[DataCaptureConfigUnionTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)
KmsKeyId: NotRequired[str],
AsyncInferenceConfig: NotRequired[AsyncInferenceConfigUnionTypeDef], # (4)
ExplainerConfig: NotRequired[ExplainerConfigUnionTypeDef], # (5)
ShadowProductionVariants: NotRequired[Sequence[ProductionVariantTypeDef]], # (1)
ExecutionRoleArn: NotRequired[str],
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (7)
EnableNetworkIsolation: NotRequired[bool],- See ProductionVariantTypeDef
- See DataCaptureConfigTypeDef DataCaptureConfigOutputTypeDef
- See TagTypeDef
- See AsyncInferenceConfigTypeDef AsyncInferenceConfigOutputTypeDef
- See ExplainerConfigTypeDef ExplainerConfigOutputTypeDef
- See ProductionVariantTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
GetScalingConfigurationRecommendationResponseTypeDef#
# GetScalingConfigurationRecommendationResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import GetScalingConfigurationRecommendationResponseTypeDef
def get_value() -> GetScalingConfigurationRecommendationResponseTypeDef:
return {
"InferenceRecommendationsJobName": ...,
}
# GetScalingConfigurationRecommendationResponseTypeDef definition
class GetScalingConfigurationRecommendationResponseTypeDef(TypedDict):
InferenceRecommendationsJobName: str,
RecommendationId: str,
EndpointName: str,
TargetCpuUtilizationPerCore: int,
ScalingPolicyObjective: ScalingPolicyObjectiveTypeDef, # (1)
Metric: ScalingPolicyMetricTypeDef, # (2)
DynamicScalingConfiguration: DynamicScalingConfigurationTypeDef, # (3)
ResponseMetadata: ResponseMetadataTypeDef, # (4)- See ScalingPolicyObjectiveTypeDef
- See ScalingPolicyMetricTypeDef
- See DynamicScalingConfigurationTypeDef
- See ResponseMetadataTypeDef
CreateModelInputTypeDef#
# CreateModelInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelInputTypeDef
def get_value() -> CreateModelInputTypeDef:
return {
"ModelName": ...,
}
# CreateModelInputTypeDef definition
class CreateModelInputTypeDef(TypedDict):
ModelName: str,
PrimaryContainer: NotRequired[ContainerDefinitionUnionTypeDef], # (1)
Containers: NotRequired[Sequence[ContainerDefinitionUnionTypeDef]], # (2)
InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef], # (3)
ExecutionRoleArn: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (4)
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (5)
EnableNetworkIsolation: NotRequired[bool],- See ContainerDefinitionTypeDef ContainerDefinitionOutputTypeDef
- See ContainerDefinitionTypeDef ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See TagTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
BatchDescribeModelPackageSummaryTypeDef#
# BatchDescribeModelPackageSummaryTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDescribeModelPackageSummaryTypeDef
def get_value() -> BatchDescribeModelPackageSummaryTypeDef:
return {
"ModelPackageGroupName": ...,
}
# BatchDescribeModelPackageSummaryTypeDef definition
class BatchDescribeModelPackageSummaryTypeDef(TypedDict):
ModelPackageGroupName: str,
ModelPackageArn: str,
CreationTime: datetime,
InferenceSpecification: InferenceSpecificationOutputTypeDef, # (1)
ModelPackageStatus: ModelPackageStatusType, # (2)
ModelPackageVersion: NotRequired[int],
ModelPackageDescription: NotRequired[str],
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (3)AdditionalInferenceSpecificationDefinitionTypeDef#
# AdditionalInferenceSpecificationDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AdditionalInferenceSpecificationDefinitionTypeDef
def get_value() -> AdditionalInferenceSpecificationDefinitionTypeDef:
return {
"Name": ...,
}
# AdditionalInferenceSpecificationDefinitionTypeDef definition
class AdditionalInferenceSpecificationDefinitionTypeDef(TypedDict):
Name: str,
Containers: Sequence[ModelPackageContainerDefinitionUnionTypeDef], # (1)
Description: NotRequired[str],
SupportedTransformInstanceTypes: NotRequired[Sequence[TransformInstanceTypeType]], # (2)
SupportedRealtimeInferenceInstanceTypes: NotRequired[Sequence[ProductionVariantInstanceTypeType]], # (3)
SupportedContentTypes: NotRequired[Sequence[str]],
SupportedResponseMIMETypes: NotRequired[Sequence[str]],- See ModelPackageContainerDefinitionTypeDef ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
MonitoringScheduleConfigOutputTypeDef#
# MonitoringScheduleConfigOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringScheduleConfigOutputTypeDef
def get_value() -> MonitoringScheduleConfigOutputTypeDef:
return {
"ScheduleConfig": ...,
}
# MonitoringScheduleConfigOutputTypeDef definition
class MonitoringScheduleConfigOutputTypeDef(TypedDict):
ScheduleConfig: NotRequired[ScheduleConfigTypeDef], # (1)
MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionOutputTypeDef], # (2)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (3)CreateDataQualityJobDefinitionRequestTypeDef#
# CreateDataQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateDataQualityJobDefinitionRequestTypeDef
def get_value() -> CreateDataQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# CreateDataQualityJobDefinitionRequestTypeDef definition
class CreateDataQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,
DataQualityAppSpecification: DataQualityAppSpecificationUnionTypeDef, # (1)
DataQualityJobInput: DataQualityJobInputUnionTypeDef, # (2)
DataQualityJobOutputConfig: MonitoringOutputConfigUnionTypeDef, # (3)
JobResources: MonitoringResourcesTypeDef, # (4)
RoleArn: str,
DataQualityBaselineConfig: NotRequired[DataQualityBaselineConfigTypeDef], # (5)
NetworkConfig: NotRequired[MonitoringNetworkConfigUnionTypeDef], # (6)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (7)
Tags: NotRequired[Sequence[TagTypeDef]], # (8)- See DataQualityAppSpecificationTypeDef DataQualityAppSpecificationOutputTypeDef
- See DataQualityJobInputTypeDef DataQualityJobInputOutputTypeDef
- See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See DataQualityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See TagTypeDef
CreateModelBiasJobDefinitionRequestTypeDef#
# CreateModelBiasJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelBiasJobDefinitionRequestTypeDef
def get_value() -> CreateModelBiasJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# CreateModelBiasJobDefinitionRequestTypeDef definition
class CreateModelBiasJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,
ModelBiasAppSpecification: ModelBiasAppSpecificationUnionTypeDef, # (1)
ModelBiasJobInput: ModelBiasJobInputUnionTypeDef, # (2)
ModelBiasJobOutputConfig: MonitoringOutputConfigUnionTypeDef, # (3)
JobResources: MonitoringResourcesTypeDef, # (4)
RoleArn: str,
ModelBiasBaselineConfig: NotRequired[ModelBiasBaselineConfigTypeDef], # (5)
NetworkConfig: NotRequired[MonitoringNetworkConfigUnionTypeDef], # (6)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (7)
Tags: NotRequired[Sequence[TagTypeDef]], # (8)- See ModelBiasAppSpecificationTypeDef ModelBiasAppSpecificationOutputTypeDef
- See ModelBiasJobInputTypeDef ModelBiasJobInputOutputTypeDef
- See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See ModelBiasBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See TagTypeDef
CreateModelExplainabilityJobDefinitionRequestTypeDef#
# CreateModelExplainabilityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelExplainabilityJobDefinitionRequestTypeDef
def get_value() -> CreateModelExplainabilityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# CreateModelExplainabilityJobDefinitionRequestTypeDef definition
class CreateModelExplainabilityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,
ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationUnionTypeDef, # (1)
ModelExplainabilityJobInput: ModelExplainabilityJobInputUnionTypeDef, # (2)
ModelExplainabilityJobOutputConfig: MonitoringOutputConfigUnionTypeDef, # (3)
JobResources: MonitoringResourcesTypeDef, # (4)
RoleArn: str,
ModelExplainabilityBaselineConfig: NotRequired[ModelExplainabilityBaselineConfigTypeDef], # (5)
NetworkConfig: NotRequired[MonitoringNetworkConfigUnionTypeDef], # (6)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (7)
Tags: NotRequired[Sequence[TagTypeDef]], # (8)- See ModelExplainabilityAppSpecificationTypeDef ModelExplainabilityAppSpecificationOutputTypeDef
- See ModelExplainabilityJobInputTypeDef ModelExplainabilityJobInputOutputTypeDef
- See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See ModelExplainabilityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See TagTypeDef
CreateModelQualityJobDefinitionRequestTypeDef#
# CreateModelQualityJobDefinitionRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelQualityJobDefinitionRequestTypeDef
def get_value() -> CreateModelQualityJobDefinitionRequestTypeDef:
return {
"JobDefinitionName": ...,
}
# CreateModelQualityJobDefinitionRequestTypeDef definition
class CreateModelQualityJobDefinitionRequestTypeDef(TypedDict):
JobDefinitionName: str,
ModelQualityAppSpecification: ModelQualityAppSpecificationUnionTypeDef, # (1)
ModelQualityJobInput: ModelQualityJobInputUnionTypeDef, # (2)
ModelQualityJobOutputConfig: MonitoringOutputConfigUnionTypeDef, # (3)
JobResources: MonitoringResourcesTypeDef, # (4)
RoleArn: str,
ModelQualityBaselineConfig: NotRequired[ModelQualityBaselineConfigTypeDef], # (5)
NetworkConfig: NotRequired[MonitoringNetworkConfigUnionTypeDef], # (6)
StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef], # (7)
Tags: NotRequired[Sequence[TagTypeDef]], # (8)- See ModelQualityAppSpecificationTypeDef ModelQualityAppSpecificationOutputTypeDef
- See ModelQualityJobInputTypeDef ModelQualityJobInputOutputTypeDef
- See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See ModelQualityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See TagTypeDef
MonitoringScheduleConfigTypeDef#
# MonitoringScheduleConfigTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringScheduleConfigTypeDef
def get_value() -> MonitoringScheduleConfigTypeDef:
return {
"ScheduleConfig": ...,
}
# MonitoringScheduleConfigTypeDef definition
class MonitoringScheduleConfigTypeDef(TypedDict):
ScheduleConfig: NotRequired[ScheduleConfigTypeDef], # (1)
MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionTypeDef], # (2)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (3)TrainingJobDefinitionTypeDef#
# TrainingJobDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrainingJobDefinitionTypeDef
def get_value() -> TrainingJobDefinitionTypeDef:
return {
"TrainingInputMode": ...,
}
# TrainingJobDefinitionTypeDef definition
class TrainingJobDefinitionTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
InputDataConfig: Sequence[ChannelTypeDef], # (2)
OutputDataConfig: OutputDataConfigTypeDef, # (3)
ResourceConfig: ResourceConfigTypeDef, # (4)
StoppingCondition: StoppingConditionTypeDef, # (5)
HyperParameters: NotRequired[Mapping[str, str]],- See TrainingInputModeType
- See ChannelTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef
- See StoppingConditionTypeDef
CreateSpaceRequestTypeDef#
# CreateSpaceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateSpaceRequestTypeDef
def get_value() -> CreateSpaceRequestTypeDef:
return {
"DomainId": ...,
}
# CreateSpaceRequestTypeDef definition
class CreateSpaceRequestTypeDef(TypedDict):
DomainId: str,
SpaceName: str,
Tags: NotRequired[Sequence[TagTypeDef]], # (1)
SpaceSettings: NotRequired[SpaceSettingsUnionTypeDef], # (2)
OwnershipSettings: NotRequired[OwnershipSettingsTypeDef], # (3)
SpaceSharingSettings: NotRequired[SpaceSharingSettingsTypeDef], # (4)
SpaceDisplayName: NotRequired[str],- See TagTypeDef
- See SpaceSettingsTypeDef SpaceSettingsOutputTypeDef
- See OwnershipSettingsTypeDef
- See SpaceSharingSettingsTypeDef
UpdateSpaceRequestTypeDef#
# UpdateSpaceRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateSpaceRequestTypeDef
def get_value() -> UpdateSpaceRequestTypeDef:
return {
"DomainId": ...,
}
# UpdateSpaceRequestTypeDef definition
class UpdateSpaceRequestTypeDef(TypedDict):
DomainId: str,
SpaceName: str,
SpaceSettings: NotRequired[SpaceSettingsUnionTypeDef], # (1)
SpaceDisplayName: NotRequired[str],AlgorithmValidationSpecificationOutputTypeDef#
# AlgorithmValidationSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmValidationSpecificationOutputTypeDef
def get_value() -> AlgorithmValidationSpecificationOutputTypeDef:
return {
"ValidationRole": ...,
}
# AlgorithmValidationSpecificationOutputTypeDef definition
class AlgorithmValidationSpecificationOutputTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: List[AlgorithmValidationProfileOutputTypeDef], # (1)ModelPackageValidationSpecificationOutputTypeDef#
# ModelPackageValidationSpecificationOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageValidationSpecificationOutputTypeDef
def get_value() -> ModelPackageValidationSpecificationOutputTypeDef:
return {
"ValidationRole": ...,
}
# ModelPackageValidationSpecificationOutputTypeDef definition
class ModelPackageValidationSpecificationOutputTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: List[ModelPackageValidationProfileOutputTypeDef], # (1)ModelPackageValidationSpecificationTypeDef#
# ModelPackageValidationSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageValidationSpecificationTypeDef
def get_value() -> ModelPackageValidationSpecificationTypeDef:
return {
"ValidationRole": ...,
}
# ModelPackageValidationSpecificationTypeDef definition
class ModelPackageValidationSpecificationTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: Sequence[ModelPackageValidationProfileTypeDef], # (1)TrialComponentTypeDef#
# TrialComponentTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import TrialComponentTypeDef
def get_value() -> TrialComponentTypeDef:
return {
"TrialComponentName": ...,
}
# TrialComponentTypeDef definition
class TrialComponentTypeDef(TypedDict):
TrialComponentName: NotRequired[str],
DisplayName: NotRequired[str],
TrialComponentArn: NotRequired[str],
Source: NotRequired[TrialComponentSourceTypeDef], # (1)
Status: NotRequired[TrialComponentStatusTypeDef], # (2)
StartTime: NotRequired[datetime],
EndTime: NotRequired[datetime],
CreationTime: NotRequired[datetime],
CreatedBy: NotRequired[UserContextTypeDef], # (3)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (3)
Parameters: NotRequired[Dict[str, TrialComponentParameterValueTypeDef]], # (5)
InputArtifacts: NotRequired[Dict[str, TrialComponentArtifactTypeDef]], # (6)
OutputArtifacts: NotRequired[Dict[str, TrialComponentArtifactTypeDef]], # (6)
Metrics: NotRequired[List[TrialComponentMetricSummaryTypeDef]], # (8)
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (9)
SourceDetail: NotRequired[TrialComponentSourceDetailTypeDef], # (10)
LineageGroupArn: NotRequired[str],
Tags: NotRequired[List[TagTypeDef]], # (11)
Parents: NotRequired[List[ParentTypeDef]], # (12)
RunName: NotRequired[str],- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentMetricSummaryTypeDef
- See MetadataPropertiesTypeDef
- See TrialComponentSourceDetailTypeDef
- See TagTypeDef
- See ParentTypeDef
BatchDescribeModelPackageOutputTypeDef#
# BatchDescribeModelPackageOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import BatchDescribeModelPackageOutputTypeDef
def get_value() -> BatchDescribeModelPackageOutputTypeDef:
return {
"ModelPackageSummaries": ...,
}
# BatchDescribeModelPackageOutputTypeDef definition
class BatchDescribeModelPackageOutputTypeDef(TypedDict):
ModelPackageSummaries: Dict[str, BatchDescribeModelPackageSummaryTypeDef], # (1)
BatchDescribeModelPackageErrorMap: Dict[str, BatchDescribeModelPackageErrorTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)- See BatchDescribeModelPackageSummaryTypeDef
- See BatchDescribeModelPackageErrorTypeDef
- See ResponseMetadataTypeDef
DescribeMonitoringScheduleResponseTypeDef#
# DescribeMonitoringScheduleResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeMonitoringScheduleResponseTypeDef
def get_value() -> DescribeMonitoringScheduleResponseTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# DescribeMonitoringScheduleResponseTypeDef definition
class DescribeMonitoringScheduleResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
MonitoringScheduleName: str,
MonitoringScheduleStatus: ScheduleStatusType, # (1)
MonitoringType: MonitoringTypeType, # (2)
FailureReason: str,
CreationTime: datetime,
LastModifiedTime: datetime,
MonitoringScheduleConfig: MonitoringScheduleConfigOutputTypeDef, # (3)
EndpointName: str,
LastMonitoringExecutionSummary: MonitoringExecutionSummaryTypeDef, # (4)
ResponseMetadata: ResponseMetadataTypeDef, # (5)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringExecutionSummaryTypeDef
- See ResponseMetadataTypeDef
ModelDashboardMonitoringScheduleTypeDef#
# ModelDashboardMonitoringScheduleTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDashboardMonitoringScheduleTypeDef
def get_value() -> ModelDashboardMonitoringScheduleTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# ModelDashboardMonitoringScheduleTypeDef definition
class ModelDashboardMonitoringScheduleTypeDef(TypedDict):
MonitoringScheduleArn: NotRequired[str],
MonitoringScheduleName: NotRequired[str],
MonitoringScheduleStatus: NotRequired[ScheduleStatusType], # (1)
MonitoringType: NotRequired[MonitoringTypeType], # (2)
FailureReason: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
MonitoringScheduleConfig: NotRequired[MonitoringScheduleConfigOutputTypeDef], # (3)
EndpointName: NotRequired[str],
MonitoringAlertSummaries: NotRequired[List[MonitoringAlertSummaryTypeDef]], # (4)
LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef], # (5)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (6)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringAlertSummaryTypeDef
- See MonitoringExecutionSummaryTypeDef
- See BatchTransformInputOutputTypeDef
MonitoringScheduleTypeDef#
# MonitoringScheduleTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import MonitoringScheduleTypeDef
def get_value() -> MonitoringScheduleTypeDef:
return {
"MonitoringScheduleArn": ...,
}
# MonitoringScheduleTypeDef definition
class MonitoringScheduleTypeDef(TypedDict):
MonitoringScheduleArn: NotRequired[str],
MonitoringScheduleName: NotRequired[str],
MonitoringScheduleStatus: NotRequired[ScheduleStatusType], # (1)
MonitoringType: NotRequired[MonitoringTypeType], # (2)
FailureReason: NotRequired[str],
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
MonitoringScheduleConfig: NotRequired[MonitoringScheduleConfigOutputTypeDef], # (3)
EndpointName: NotRequired[str],
LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef], # (4)
Tags: NotRequired[List[TagTypeDef]], # (5)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringExecutionSummaryTypeDef
- See TagTypeDef
CreateTrainingJobRequestTypeDef#
# CreateTrainingJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateTrainingJobRequestTypeDef
def get_value() -> CreateTrainingJobRequestTypeDef:
return {
"TrainingJobName": ...,
}
# CreateTrainingJobRequestTypeDef definition
class CreateTrainingJobRequestTypeDef(TypedDict):
TrainingJobName: str,
AlgorithmSpecification: AlgorithmSpecificationUnionTypeDef, # (1)
RoleArn: str,
OutputDataConfig: OutputDataConfigTypeDef, # (2)
ResourceConfig: ResourceConfigUnionTypeDef, # (3)
StoppingCondition: StoppingConditionTypeDef, # (4)
HyperParameters: NotRequired[Mapping[str, str]],
InputDataConfig: NotRequired[Sequence[ChannelUnionTypeDef]], # (5)
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (6)
Tags: NotRequired[Sequence[TagTypeDef]], # (7)
EnableNetworkIsolation: NotRequired[bool],
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableManagedSpotTraining: NotRequired[bool],
CheckpointConfig: NotRequired[CheckpointConfigTypeDef], # (8)
DebugHookConfig: NotRequired[DebugHookConfigUnionTypeDef], # (9)
DebugRuleConfigurations: NotRequired[Sequence[DebugRuleConfigurationUnionTypeDef]], # (10)
TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef], # (11)
ExperimentConfig: NotRequired[ExperimentConfigTypeDef], # (12)
ProfilerConfig: NotRequired[ProfilerConfigUnionTypeDef], # (13)
ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationUnionTypeDef]], # (14)
Environment: NotRequired[Mapping[str, str]],
RetryStrategy: NotRequired[RetryStrategyTypeDef], # (15)
RemoteDebugConfig: NotRequired[RemoteDebugConfigTypeDef], # (16)
InfraCheckConfig: NotRequired[InfraCheckConfigTypeDef], # (17)
SessionChainingConfig: NotRequired[SessionChainingConfigTypeDef], # (18)- See AlgorithmSpecificationTypeDef AlgorithmSpecificationOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef ResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
- See ChannelTypeDef ChannelOutputTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
- See TagTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigTypeDef DebugHookConfigOutputTypeDef
- See DebugRuleConfigurationTypeDef DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See ExperimentConfigTypeDef
- See ProfilerConfigTypeDef ProfilerConfigOutputTypeDef
- See ProfilerRuleConfigurationTypeDef ProfilerRuleConfigurationOutputTypeDef
- See RetryStrategyTypeDef
- See RemoteDebugConfigTypeDef
- See InfraCheckConfigTypeDef
- See SessionChainingConfigTypeDef
HyperParameterTrainingJobDefinitionTypeDef#
# HyperParameterTrainingJobDefinitionTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import HyperParameterTrainingJobDefinitionTypeDef
def get_value() -> HyperParameterTrainingJobDefinitionTypeDef:
return {
"DefinitionName": ...,
}
# HyperParameterTrainingJobDefinitionTypeDef definition
class HyperParameterTrainingJobDefinitionTypeDef(TypedDict):
AlgorithmSpecification: HyperParameterAlgorithmSpecificationUnionTypeDef, # (3)
RoleArn: str,
OutputDataConfig: OutputDataConfigTypeDef, # (6)
StoppingCondition: StoppingConditionTypeDef, # (9)
DefinitionName: NotRequired[str],
TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef], # (1)
HyperParameterRanges: NotRequired[ParameterRangesUnionTypeDef], # (2)
StaticHyperParameters: NotRequired[Mapping[str, str]],
InputDataConfig: NotRequired[Sequence[ChannelUnionTypeDef]], # (4)
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (5)
ResourceConfig: NotRequired[ResourceConfigUnionTypeDef], # (7)
HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigUnionTypeDef], # (8)
EnableNetworkIsolation: NotRequired[bool],
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableManagedSpotTraining: NotRequired[bool],
CheckpointConfig: NotRequired[CheckpointConfigTypeDef], # (10)
RetryStrategy: NotRequired[RetryStrategyTypeDef], # (11)
Environment: NotRequired[Mapping[str, str]],- See HyperParameterTuningJobObjectiveTypeDef
- See ParameterRangesTypeDef ParameterRangesOutputTypeDef
- See HyperParameterAlgorithmSpecificationTypeDef HyperParameterAlgorithmSpecificationOutputTypeDef
- See ChannelTypeDef ChannelOutputTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef ResourceConfigOutputTypeDef
- See HyperParameterTuningResourceConfigTypeDef HyperParameterTuningResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
- See CheckpointConfigTypeDef
- See RetryStrategyTypeDef
AlgorithmValidationProfileTypeDef#
# AlgorithmValidationProfileTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmValidationProfileTypeDef
def get_value() -> AlgorithmValidationProfileTypeDef:
return {
"ProfileName": ...,
}
# AlgorithmValidationProfileTypeDef definition
class AlgorithmValidationProfileTypeDef(TypedDict):
ProfileName: str,
TrainingJobDefinition: TrainingJobDefinitionTypeDef, # (1)
TransformJobDefinition: NotRequired[TransformJobDefinitionTypeDef], # (2)DescribeAlgorithmOutputTypeDef#
# DescribeAlgorithmOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeAlgorithmOutputTypeDef
def get_value() -> DescribeAlgorithmOutputTypeDef:
return {
"AlgorithmName": ...,
}
# DescribeAlgorithmOutputTypeDef definition
class DescribeAlgorithmOutputTypeDef(TypedDict):
AlgorithmName: str,
AlgorithmArn: str,
AlgorithmDescription: str,
CreationTime: datetime,
TrainingSpecification: TrainingSpecificationOutputTypeDef, # (1)
InferenceSpecification: InferenceSpecificationOutputTypeDef, # (2)
ValidationSpecification: AlgorithmValidationSpecificationOutputTypeDef, # (3)
AlgorithmStatus: AlgorithmStatusType, # (4)
AlgorithmStatusDetails: AlgorithmStatusDetailsTypeDef, # (5)
ProductId: str,
CertifyForMarketplace: bool,
ResponseMetadata: ResponseMetadataTypeDef, # (6)- See TrainingSpecificationOutputTypeDef
- See InferenceSpecificationOutputTypeDef
- See AlgorithmValidationSpecificationOutputTypeDef
- See AlgorithmStatusType
- See AlgorithmStatusDetailsTypeDef
- See ResponseMetadataTypeDef
DescribeModelPackageOutputTypeDef#
# DescribeModelPackageOutputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import DescribeModelPackageOutputTypeDef
def get_value() -> DescribeModelPackageOutputTypeDef:
return {
"ModelPackageName": ...,
}
# DescribeModelPackageOutputTypeDef definition
class DescribeModelPackageOutputTypeDef(TypedDict):
ModelPackageName: str,
ModelPackageGroupName: str,
ModelPackageVersion: int,
ModelPackageArn: str,
ModelPackageDescription: str,
CreationTime: datetime,
InferenceSpecification: InferenceSpecificationOutputTypeDef, # (1)
SourceAlgorithmSpecification: SourceAlgorithmSpecificationOutputTypeDef, # (2)
ValidationSpecification: ModelPackageValidationSpecificationOutputTypeDef, # (3)
ModelPackageStatus: ModelPackageStatusType, # (4)
ModelPackageStatusDetails: ModelPackageStatusDetailsTypeDef, # (5)
CertifyForMarketplace: bool,
ModelApprovalStatus: ModelApprovalStatusType, # (6)
CreatedBy: UserContextTypeDef, # (7)
MetadataProperties: MetadataPropertiesTypeDef, # (8)
ModelMetrics: ModelMetricsTypeDef, # (9)
LastModifiedTime: datetime,
LastModifiedBy: UserContextTypeDef, # (7)
ApprovalDescription: str,
Domain: str,
Task: str,
SamplePayloadUrl: str,
CustomerMetadataProperties: Dict[str, str],
DriftCheckBaselines: DriftCheckBaselinesTypeDef, # (11)
AdditionalInferenceSpecifications: List[AdditionalInferenceSpecificationDefinitionOutputTypeDef], # (12)
SkipModelValidation: SkipModelValidationType, # (13)
SourceUri: str,
SecurityConfig: ModelPackageSecurityConfigTypeDef, # (14)
ModelCard: ModelPackageModelCardTypeDef, # (15)
ModelLifeCycle: ModelLifeCycleTypeDef, # (16)
ResponseMetadata: ResponseMetadataTypeDef, # (17)- See InferenceSpecificationOutputTypeDef
- See SourceAlgorithmSpecificationOutputTypeDef
- See ModelPackageValidationSpecificationOutputTypeDef
- See ModelPackageStatusType
- See ModelPackageStatusDetailsTypeDef
- See ModelApprovalStatusType
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See UserContextTypeDef
- See DriftCheckBaselinesTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See SkipModelValidationType
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
- See ResponseMetadataTypeDef
ModelPackageTypeDef#
# ModelPackageTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelPackageTypeDef
def get_value() -> ModelPackageTypeDef:
return {
"ModelPackageName": ...,
}
# ModelPackageTypeDef definition
class ModelPackageTypeDef(TypedDict):
ModelPackageName: NotRequired[str],
ModelPackageGroupName: NotRequired[str],
ModelPackageVersion: NotRequired[int],
ModelPackageArn: NotRequired[str],
ModelPackageDescription: NotRequired[str],
CreationTime: NotRequired[datetime],
InferenceSpecification: NotRequired[InferenceSpecificationOutputTypeDef], # (1)
SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationOutputTypeDef], # (2)
ValidationSpecification: NotRequired[ModelPackageValidationSpecificationOutputTypeDef], # (3)
ModelPackageStatus: NotRequired[ModelPackageStatusType], # (4)
ModelPackageStatusDetails: NotRequired[ModelPackageStatusDetailsTypeDef], # (5)
CertifyForMarketplace: NotRequired[bool],
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (6)
CreatedBy: NotRequired[UserContextTypeDef], # (7)
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (8)
ModelMetrics: NotRequired[ModelMetricsTypeDef], # (9)
LastModifiedTime: NotRequired[datetime],
LastModifiedBy: NotRequired[UserContextTypeDef], # (7)
ApprovalDescription: NotRequired[str],
Domain: NotRequired[str],
Task: NotRequired[str],
SamplePayloadUrl: NotRequired[str],
AdditionalInferenceSpecifications: NotRequired[List[AdditionalInferenceSpecificationDefinitionOutputTypeDef]], # (11)
SourceUri: NotRequired[str],
SecurityConfig: NotRequired[ModelPackageSecurityConfigTypeDef], # (12)
ModelCard: NotRequired[ModelPackageModelCardTypeDef], # (13)
ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef], # (14)
Tags: NotRequired[List[TagTypeDef]], # (15)
CustomerMetadataProperties: NotRequired[Dict[str, str]],
DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef], # (16)
SkipModelValidation: NotRequired[SkipModelValidationType], # (17)- See InferenceSpecificationOutputTypeDef
- See SourceAlgorithmSpecificationOutputTypeDef
- See ModelPackageValidationSpecificationOutputTypeDef
- See ModelPackageStatusType
- See ModelPackageStatusDetailsTypeDef
- See ModelApprovalStatusType
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See UserContextTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
- See TagTypeDef
- See DriftCheckBaselinesTypeDef
- See SkipModelValidationType
UpdateModelPackageInputTypeDef#
# UpdateModelPackageInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateModelPackageInputTypeDef
def get_value() -> UpdateModelPackageInputTypeDef:
return {
"ModelPackageArn": ...,
}
# UpdateModelPackageInputTypeDef definition
class UpdateModelPackageInputTypeDef(TypedDict):
ModelPackageArn: str,
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (1)
ApprovalDescription: NotRequired[str],
CustomerMetadataProperties: NotRequired[Mapping[str, str]],
CustomerMetadataPropertiesToRemove: NotRequired[Sequence[str]],
AdditionalInferenceSpecificationsToAdd: NotRequired[Sequence[AdditionalInferenceSpecificationDefinitionUnionTypeDef]], # (2)
InferenceSpecification: NotRequired[InferenceSpecificationUnionTypeDef], # (3)
SourceUri: NotRequired[str],
ModelCard: NotRequired[ModelPackageModelCardTypeDef], # (4)
ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef], # (5)
ClientToken: NotRequired[str],- See ModelApprovalStatusType
- See AdditionalInferenceSpecificationDefinitionTypeDef AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See InferenceSpecificationTypeDef InferenceSpecificationOutputTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
ModelDashboardModelTypeDef#
# ModelDashboardModelTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import ModelDashboardModelTypeDef
def get_value() -> ModelDashboardModelTypeDef:
return {
"Model": ...,
}
# ModelDashboardModelTypeDef definition
class ModelDashboardModelTypeDef(TypedDict):
Model: NotRequired[ModelTypeDef], # (1)
Endpoints: NotRequired[List[ModelDashboardEndpointTypeDef]], # (2)
LastBatchTransformJob: NotRequired[TransformJobTypeDef], # (3)
MonitoringSchedules: NotRequired[List[ModelDashboardMonitoringScheduleTypeDef]], # (4)
ModelCard: NotRequired[ModelDashboardModelCardTypeDef], # (5)- See ModelTypeDef
- See ModelDashboardEndpointTypeDef
- See TransformJobTypeDef
- See ModelDashboardMonitoringScheduleTypeDef
- See ModelDashboardModelCardTypeDef
EndpointTypeDef#
# EndpointTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import EndpointTypeDef
def get_value() -> EndpointTypeDef:
return {
"EndpointName": ...,
}
# EndpointTypeDef definition
class EndpointTypeDef(TypedDict):
EndpointName: str,
EndpointArn: str,
EndpointConfigName: str,
EndpointStatus: EndpointStatusType, # (3)
CreationTime: datetime,
LastModifiedTime: datetime,
ProductionVariants: NotRequired[List[ProductionVariantSummaryTypeDef]], # (1)
DataCaptureConfig: NotRequired[DataCaptureConfigSummaryTypeDef], # (2)
FailureReason: NotRequired[str],
MonitoringSchedules: NotRequired[List[MonitoringScheduleTypeDef]], # (4)
Tags: NotRequired[List[TagTypeDef]], # (5)
ShadowProductionVariants: NotRequired[List[ProductionVariantSummaryTypeDef]], # (1)- See ProductionVariantSummaryTypeDef
- See DataCaptureConfigSummaryTypeDef
- See EndpointStatusType
- See MonitoringScheduleTypeDef
- See TagTypeDef
- See ProductionVariantSummaryTypeDef
CreateMonitoringScheduleRequestTypeDef#
# CreateMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateMonitoringScheduleRequestTypeDef
def get_value() -> CreateMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# CreateMonitoringScheduleRequestTypeDef definition
class CreateMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringScheduleConfig: MonitoringScheduleConfigUnionTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)UpdateMonitoringScheduleRequestTypeDef#
# UpdateMonitoringScheduleRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import UpdateMonitoringScheduleRequestTypeDef
def get_value() -> UpdateMonitoringScheduleRequestTypeDef:
return {
"MonitoringScheduleName": ...,
}
# UpdateMonitoringScheduleRequestTypeDef definition
class UpdateMonitoringScheduleRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringScheduleConfig: MonitoringScheduleConfigUnionTypeDef, # (1)AlgorithmValidationSpecificationTypeDef#
# AlgorithmValidationSpecificationTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import AlgorithmValidationSpecificationTypeDef
def get_value() -> AlgorithmValidationSpecificationTypeDef:
return {
"ValidationRole": ...,
}
# AlgorithmValidationSpecificationTypeDef definition
class AlgorithmValidationSpecificationTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: Sequence[AlgorithmValidationProfileTypeDef], # (1)CreateModelPackageInputTypeDef#
# CreateModelPackageInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateModelPackageInputTypeDef
def get_value() -> CreateModelPackageInputTypeDef:
return {
"ModelPackageName": ...,
}
# CreateModelPackageInputTypeDef definition
class CreateModelPackageInputTypeDef(TypedDict):
ModelPackageName: NotRequired[str],
ModelPackageGroupName: NotRequired[str],
ModelPackageDescription: NotRequired[str],
InferenceSpecification: NotRequired[InferenceSpecificationUnionTypeDef], # (1)
ValidationSpecification: NotRequired[ModelPackageValidationSpecificationUnionTypeDef], # (2)
SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationUnionTypeDef], # (3)
CertifyForMarketplace: NotRequired[bool],
Tags: NotRequired[Sequence[TagTypeDef]], # (4)
ModelApprovalStatus: NotRequired[ModelApprovalStatusType], # (5)
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (6)
ModelMetrics: NotRequired[ModelMetricsTypeDef], # (7)
ClientToken: NotRequired[str],
Domain: NotRequired[str],
Task: NotRequired[str],
SamplePayloadUrl: NotRequired[str],
CustomerMetadataProperties: NotRequired[Mapping[str, str]],
DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef], # (8)
AdditionalInferenceSpecifications: NotRequired[Sequence[AdditionalInferenceSpecificationDefinitionUnionTypeDef]], # (9)
SkipModelValidation: NotRequired[SkipModelValidationType], # (10)
SourceUri: NotRequired[str],
SecurityConfig: NotRequired[ModelPackageSecurityConfigTypeDef], # (11)
ModelCard: NotRequired[ModelPackageModelCardTypeDef], # (12)
ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef], # (13)- See InferenceSpecificationTypeDef InferenceSpecificationOutputTypeDef
- See ModelPackageValidationSpecificationTypeDef ModelPackageValidationSpecificationOutputTypeDef
- See SourceAlgorithmSpecificationTypeDef SourceAlgorithmSpecificationOutputTypeDef
- See TagTypeDef
- See ModelApprovalStatusType
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See DriftCheckBaselinesTypeDef
- See AdditionalInferenceSpecificationDefinitionTypeDef AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See SkipModelValidationType
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
SearchRecordTypeDef#
# SearchRecordTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchRecordTypeDef
def get_value() -> SearchRecordTypeDef:
return {
"TrainingJob": ...,
}
# SearchRecordTypeDef definition
class SearchRecordTypeDef(TypedDict):
TrainingJob: NotRequired[TrainingJobTypeDef], # (1)
Experiment: NotRequired[ExperimentTypeDef], # (2)
Trial: NotRequired[TrialTypeDef], # (3)
TrialComponent: NotRequired[TrialComponentTypeDef], # (4)
Endpoint: NotRequired[EndpointTypeDef], # (5)
ModelPackage: NotRequired[ModelPackageTypeDef], # (6)
ModelPackageGroup: NotRequired[ModelPackageGroupTypeDef], # (7)
Pipeline: NotRequired[PipelineTypeDef], # (8)
PipelineExecution: NotRequired[PipelineExecutionTypeDef], # (9)
FeatureGroup: NotRequired[FeatureGroupTypeDef], # (10)
FeatureMetadata: NotRequired[FeatureMetadataTypeDef], # (11)
Project: NotRequired[ProjectTypeDef], # (12)
HyperParameterTuningJob: NotRequired[HyperParameterTuningJobSearchEntityTypeDef], # (13)
ModelCard: NotRequired[ModelCardTypeDef], # (14)
Model: NotRequired[ModelDashboardModelTypeDef], # (15)- See TrainingJobTypeDef
- See ExperimentTypeDef
- See TrialTypeDef
- See TrialComponentTypeDef
- See EndpointTypeDef
- See ModelPackageTypeDef
- See ModelPackageGroupTypeDef
- See PipelineTypeDef
- See PipelineExecutionTypeDef
- See FeatureGroupTypeDef
- See FeatureMetadataTypeDef
- See ProjectTypeDef
- See HyperParameterTuningJobSearchEntityTypeDef
- See ModelCardTypeDef
- See ModelDashboardModelTypeDef
CreateHyperParameterTuningJobRequestTypeDef#
# CreateHyperParameterTuningJobRequestTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateHyperParameterTuningJobRequestTypeDef
def get_value() -> CreateHyperParameterTuningJobRequestTypeDef:
return {
"HyperParameterTuningJobName": ...,
}
# CreateHyperParameterTuningJobRequestTypeDef definition
class CreateHyperParameterTuningJobRequestTypeDef(TypedDict):
HyperParameterTuningJobName: str,
HyperParameterTuningJobConfig: HyperParameterTuningJobConfigUnionTypeDef, # (1)
TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionUnionTypeDef], # (2)
TrainingJobDefinitions: NotRequired[Sequence[HyperParameterTrainingJobDefinitionUnionTypeDef]], # (3)
WarmStartConfig: NotRequired[HyperParameterTuningJobWarmStartConfigUnionTypeDef], # (4)
Tags: NotRequired[Sequence[TagTypeDef]], # (5)
Autotune: NotRequired[AutotuneTypeDef], # (6)- See HyperParameterTuningJobConfigTypeDef HyperParameterTuningJobConfigOutputTypeDef
- See HyperParameterTrainingJobDefinitionTypeDef HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTrainingJobDefinitionTypeDef HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobWarmStartConfigTypeDef HyperParameterTuningJobWarmStartConfigOutputTypeDef
- See TagTypeDef
- See AutotuneTypeDef
SearchResponseTypeDef#
# SearchResponseTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import SearchResponseTypeDef
def get_value() -> SearchResponseTypeDef:
return {
"Results": ...,
}
# SearchResponseTypeDef definition
class SearchResponseTypeDef(TypedDict):
Results: List[SearchRecordTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],CreateAlgorithmInputTypeDef#
# CreateAlgorithmInputTypeDef TypedDict usage example
from types_boto3_sagemaker.type_defs import CreateAlgorithmInputTypeDef
def get_value() -> CreateAlgorithmInputTypeDef:
return {
"AlgorithmName": ...,
}
# CreateAlgorithmInputTypeDef definition
class CreateAlgorithmInputTypeDef(TypedDict):
AlgorithmName: str,
TrainingSpecification: TrainingSpecificationUnionTypeDef, # (1)
AlgorithmDescription: NotRequired[str],
InferenceSpecification: NotRequired[InferenceSpecificationUnionTypeDef], # (2)
ValidationSpecification: NotRequired[AlgorithmValidationSpecificationUnionTypeDef], # (3)
CertifyForMarketplace: NotRequired[bool],
Tags: NotRequired[Sequence[TagTypeDef]], # (4)