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# Guia de referência da API do Autopilot
<a name="autopilot-reference"></a>

Esta seção fornece um subconjunto das APIs REST do serviço HTTP para criar e gerenciar recursos do Amazon SageMaker Autopilot (trabalhos do AutoML) de forma programática.

Se sua linguagem preferida for Python, você pode consultar diretamente o [AWS SDK para Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) ou o [objeto AutoMLV2](https://sagemaker.readthedocs.io/en/stable/api/training/automlv2.html#sagemaker.automl.automlv2.AutoMLV2) do Amazon SageMaker Python SDK.

## Ações da API do AutoML
<a name="autopilot-api-actions"></a>

Essa lista detalha as operações disponíveis na API de referência para gerenciar tarefas do AutoML de forma programática.
+ [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) são novas versões de [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) que oferecem compatibilidade com versões anteriores.  
Recomendamos usar `CreateAutoMLJobV2`. O `CreateAutoMLJobV2` pode gerenciar tipos de problemas tabulares idênticos aos da versão anterior `CreateAutoMLJob`, bem como tipos de problemas não tabulares, como classificação de imagens, textos ou previsão de séries temporais.  
Encontre diretrizes sobre como migrar um `CreateAutoMLJob` para `CreateAutoMLJobV2` em [Migrar um CreateAutoMLJob para CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2).

## Tipos de dados da API do AutoML
<a name="autopilot-api-data-types"></a>

Essa lista detalha os objetos AutoML da API usados pelas ações acima como solicitações de entrada ou respostas de saída.
+ [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)