Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.

# Panduan Referensi API untuk Autopilot
<a name="autopilot-reference"></a>

Bagian ini menyediakan subset REST API layanan HTTP untuk membuat dan mengelola sumber daya Amazon SageMaker Autopilot (pekerjaan AutoML) secara terprogram.

Jika bahasa pilihan Anda adalah Python, Anda dapat merujuk ke [AWS SDK untuk Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) atau objek [ AutoMLV2 ](https://sagemaker.readthedocs.io/en/stable/api/sagemaker_train.html) dari Amazon SageMaker Python SDK secara langsung.

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

Daftar ini merinci operasi yang tersedia di Referensi API untuk mengelola pekerjaan AutoML secara terprogram.
+ [`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)

**catatan**  
[CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)dan [ DescribeAutoMLJobV2 ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html) merupakan versi baru [ CreateAutoMLJob ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) dan [ DescribeAutoMLJob ](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html) yang menawarkan kompatibilitas mundur.  
Kami merekomendasikan menggunakan`CreateAutoMLJobV2`. `CreateAutoMLJobV2`dapat mengelola jenis masalah tabular yang identik dengan versi sebelumnya`CreateAutoMLJob`, serta jenis masalah non-tabular seperti klasifikasi gambar atau teks, atau perkiraan deret waktu.  
Temukan pedoman tentang cara memigrasi `CreateAutoMLJob` a ke `CreateAutoMLJobV2` dalam [ Migrasi CreateAutoMLJob ke CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2).

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

Daftar ini merinci objek API AutoML yang digunakan oleh tindakan di atas sebagai permintaan masuk atau respons keluar.
+ [`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)