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# Guida al riferimento API per Autopilot
<a name="autopilot-reference"></a>

Questa sezione fornisce un sottoinsieme delle REST API del servizio HTTP per la creazione e la gestione delle risorse Amazon SageMaker Autopilot (processi AutoML) a livello di programmazione.

Se il linguaggio preferito è Python, è possibile fare riferimento ad [AWS SDK per Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) o direttamente all’[oggetto AutoMLV2](https://sagemaker.readthedocs.io/en/stable/api/training/automlv2.html#sagemaker.automl.automlv2.AutoMLV2) di Amazon SageMaker Python SDK.

## Azioni dell’API AutoML
<a name="autopilot-api-actions"></a>

Questo elenco descrive in dettaglio le azioni disponibili nell'API di riferimento per gestire i processi AutoML a livello di codice.
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListAutoMLJobs.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListAutoMLJobs.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListCandidatesForAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListCandidatesForAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_StopAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_StopAutoMLJob.html)

**Nota**  
[CreateAutomlJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html) e [DescribeAutomlJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html) sono nuove versioni di [CreateAutomlJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) e [DescribeAutomlJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html) che offrono la compatibilità con le versioni precedenti.  
Si consiglia di utilizzare `CreateAutoMLJobV2`. `CreateAutoMLJobV2` è in grado di gestire tipi di problemi tabulari identici a quelli della versione precedente `CreateAutoMLJob`, nonché tipi di problemi non tabulari come la classificazione di immagini o testi o la previsione di serie temporali.  
Trova le linee guida su come migrare un `CreateAutoMLJob` a `CreateAutoMLJobV2` in [Migrare un CreateAutomlJob a CreateAutomlJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2).

## Tipi di dati dell’API AutoML
<a name="autopilot-api-data-types"></a>

Questo elenco descrive in dettaglio gli oggetti API AutoML utilizzati dalle azioni precedenti come richieste in entrata o risposte in uscita.
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLAlgorithmConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLAlgorithmConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidate.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidate.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateGenerationConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateGenerationConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateStep.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateStep.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLChannel.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLChannel.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLContainerDefinition.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLContainerDefinition.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSource.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSource.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSplitConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSplitConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLInferenceContainerDefinitions.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLInferenceContainerDefinitions.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobArtifacts.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobArtifacts.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobChannel.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobChannel.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobInputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobInputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobObjective.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobObjective.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobStepMetadata.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobStepMetadata.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLPartialFailureReason.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLPartialFailureReason.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLSecurityConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLSecurityConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLS3DataSource.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLS3DataSource.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateArtifactLocations.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateArtifactLocations.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateGenerationConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateGenerationConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateProperties.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateProperties.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalAutoMLJobObjectiveMetric.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalAutoMLJobObjectiveMetric.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HolidayConfigAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HolidayConfigAttributes.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ImageClassificationJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ImageClassificationJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_MetricDatum.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_MetricDatum.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployConfig.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployResult.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployResult.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationResolvedAttribute.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationResolvedAttribute.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesForecastingJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesForecastingJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesTransformations.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesTransformations.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TuningJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TuningJobCompletionCriteria.html)