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# Autopilot API 参考指南
<a name="autopilot-reference"></a>

本节提供 HTTP 服务 REST API 子集，用于以编程方式创建和管理 Amazon SageMaker Autopilot 资源（AutoML 作业）。

如果您选择的语言是 Python，则可以直接参考 Amazon SageMaker Python SDK 的 [适用于 Python (Boto3) 的 AWS SDK](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) 或 [AutoMLV2 对象](https://sagemaker.readthedocs.io/en/stable/api/training/automlv2.html#sagemaker.automl.automlv2.AutoMLV2)。

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

此列表详细介绍了参考 API 中可用于以编程方式管理 AutoML 作业的操作。
+ [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)

**注意**  
[CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html) 和 [DescribeAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html) 是 [CreateAutoMLJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) 和 [DescribeAutoMLJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html) 的新版本，提供向后兼容性。  
我们建议使用 `CreateAutoMLJobV2`。`CreateAutoMLJobV2` 可以管理与其先前版本 `CreateAutoMLJob` 相同的表格问题类型，以及非表格问题类型，例如图像或文本分类或者时间序列预测。  
在[将 CreateAutoMLJob 迁移到 CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2) 中可找到如何将 `CreateAutoMLJob` 迁移到 `CreateAutoMLJobV2` 的指南。

## AutoML API 数据类型
<a name="autopilot-api-data-types"></a>

此列表详细介绍了上述操作用作入站请求或出站响应的 API AutoML 对象。
+ [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)