Die vorliegende Übersetzung wurde maschinell erstellt. Im Falle eines Konflikts oder eines Widerspruchs zwischen dieser übersetzten Fassung und der englischen Fassung (einschließlich infolge von Verzögerungen bei der Übersetzung) ist die englische Fassung maßgeblich.

# API-Referenzhandbuch für Autopilot
<a name="autopilot-reference"></a>

Dieser Abschnitt enthält eine Teilmenge der REST-APIs für den HTTP-Service zum programmgesteuerten Erstellen und Verwalten von Amazon SageMaker Autopilot-Ressourcen (AutoML-Jobs).

Wenn Ihre bevorzugte Sprache Python ist, können Sie direkt auf das [ AutoMLV2-Objekt des [AWS SDK für Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) Amazon Python-SDK verweisen. ](https://sagemaker.readthedocs.io/en/stable/api/sagemaker_train.html) SageMaker 

## AutoML-API-Aktionen
<a name="autopilot-api-actions"></a>

In dieser Liste werden die in der Referenz-API verfügbaren Operationen zur programmgesteuerten Verwaltung von AutoML-Aufträgen detailliert beschrieben.
+ [`CreateAutoMLJob`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html)
+ [`CreateAutoMLJobV2`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)
+ [`DescribeAutoMLJob`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html)
+ [`DescribeAutoMLJobV2`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html)
+ [`ListAutoMLJobs`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListAutoMLJobs.html)
+ [`ListCandidatesForAutoMLJob`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListCandidatesForAutoMLJob.html)
+ [`StopAutoMLJob`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_StopAutoMLJob.html)

**Anmerkung**  
[CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)und [ DescribeAutoMLJobV2 ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html) sind neue Versionen von [ CreateAutoMLJob ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) und [ DescribeAutoMLJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html), die Abwärtskompatibilität bieten.  
Wir empfehlen die Verwendung des `CreateAutoMLJobV2`. `CreateAutoMLJobV2` kann tabellarische Aufgabentypen bearbeiten, die mit denen der Vorgängerversion `CreateAutoMLJob` identisch sind, sowie nicht-tabellarische Aufgabentypen wie Bild- oder Textklassifizierung oder Zeitreihenprognosen.  
Richtlinien zum Migrieren von a finden Sie `CreateAutoMLJob` `CreateAutoMLJobV2` unter [ Migrieren CreateAutoMLJob zu CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2).

## AutoML-API-Datentypen
<a name="autopilot-api-data-types"></a>

In dieser Liste sind die API-AutoML-Objekte aufgeführt, die von den oben genannten Aktionen als eingehende Anfragen oder ausgehende Antworten verwendet werden.
+ [`AutoMLAlgorithmConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLAlgorithmConfig.html)
+ [`AutoMLCandidate`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidate.html)
+ [`AutoMLCandidateGenerationConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateGenerationConfig.html)
+ [`AutoMLCandidateStep`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateStep.html)
+ [`AutoMLChannel`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLChannel.html)
+ [`AutoMLContainerDefinition`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLContainerDefinition.html)
+ [`AutoMLDataSource`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSource.html)
+ [`AutoMLDataSplitConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSplitConfig.html)
+ [`AutoMLInferenceContainerDefinitions`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLInferenceContainerDefinitions.html)
+ [`AutoMLJobArtifacts`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobArtifacts.html)
+ [`AutoMLJobChannel`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobChannel.html)
+ [`AutoMLJobCompletionCriteria`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [`AutoMLJobInputDataConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobInputDataConfig.html)
+ [`AutoMLJobConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html)
+ [`AutoMLJobObjective`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobObjective.html)
+ [`AutoMLJobStepMetadata`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobStepMetadata.html)
+ [`AutoMLJobSummary`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [`AutoMLOutputDataConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [`AutoMLProblemTypeConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [`AutoMLJobCompletionCriteria`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [`AutoMLJobSummary`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [`AutoMLOutputDataConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [`AutoMLPartialFailureReason`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLPartialFailureReason.html) 
+ [`AutoMLProblemTypeConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [`AutoMLProblemTypeResolvedAttributes`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeResolvedAttributes.html)
+ [`AutoMLResolvedAttributes`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLResolvedAttributes.html)
+ [`AutoMLSecurityConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLSecurityConfig.html)
+ [`AutoMLS3DataSource`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLS3DataSource.html)
+ [`CandidateArtifactLocations`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateArtifactLocations.html) 
+ [`CandidateGenerationConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateGenerationConfig.html)
+ [`CandidateProperties`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateProperties.html) 
+ [`FinalAutoMLJobObjectiveMetric`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalAutoMLJobObjectiveMetric.html) 
+ [`HolidayConfigAttributes`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HolidayConfigAttributes.html) 
+ [`ImageClassificationJobConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ImageClassificationJobConfig.html)
+ [`MetricDatum`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_MetricDatum.html) 
+ [`ModelDeployConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployConfig.html) 
+ [`ModelDeployResult`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployResult.html) 
+ [`ResolvedAttributes`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResolvedAttributes.html)
+ [`TabularJobConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularJobConfig.html)
+ [`TabularResolvedAttributes`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularResolvedAttributes.html)
+ [`TextGenerationJobConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationJobConfig.html)
+ [`TextGenerationResolvedAttribute`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationResolvedAttribute.html)
+ [`TimeSeriesConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesConfig.html)
+ [`TimeSeriesForecastingJobConfig`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesForecastingJobConfig.html)
+ [`TimeSeriesTransformations`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesTransformations.html)
+ [`TuningJobCompletionCriteria`](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TuningJobCompletionCriteria.html)