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# Guide de référence des API pour Autopilot
<a name="autopilot-reference"></a>

Cette section fournit un sous-ensemble des API REST du service HTTP permettant de créer et de gérer les ressources Amazon SageMaker Autopilot (tâches AutoML) par programmation.

Si le langage de votre choix est Python, vous pouvez vous référer directement au SDK Amazon SageMaker Python [AWS SDK pour Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) ou à [ l'objet ](https://sagemaker.readthedocs.io/en/stable/api/sagemaker_train.html) AutoMLv2.

## Actions d’API AutoML
<a name="autopilot-api-actions"></a>

Cette liste détaille les opérations disponibles dans la référence des API pour gérer les tâches AutoML par programmation.
+ [`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)

**Note**  
[CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)et [ DescribeAutoMLJobV2 ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html) sont de nouvelles versions de [ CreateAutoMLJob ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) et [ DescribeAutoMLJob ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html) qui offrent une rétrocompatibilité.  
Nous vous recommandons d’utiliser `CreateAutoMLJobV2`. `CreateAutoMLJobV2` peut gérer des types de problèmes tabulaires identiques à ceux de sa version précédente `CreateAutoMLJob`, ainsi que des types de problèmes non tabulaires, tels que la classification d’images ou de texte, et les prédictions de séries temporelles.  
Trouvez des instructions sur la façon de migrer un `CreateAutoMLJob` vers `CreateAutoMLJobV2` dans [ Migrer un CreateAutoMLJob vers CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2).

## Types de données de l’API AutoML
<a name="autopilot-api-data-types"></a>

Cette liste détaille les objets d'API AutoML utilisés par les actions ci-dessus en tant que demandes entrantes ou réponses sortantes.
+ [`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)