ProcessingInputsObjectProperty Struct
The inputs for a processing job.
The processing input must specify exactly one of either S3Input or DatasetDefinition types.
Example
ts
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const processingInputsObjectProperty: sagemaker.CfnProcessingJob.ProcessingInputsObjectProperty = {
inputName: 'inputName',
// the properties below are optional
appManaged: false,
datasetDefinition: {
athenaDatasetDefinition: {
catalog: 'catalog',
database: 'database',
outputFormat: 'outputFormat',
outputS3Uri: 'outputS3Uri',
queryString: 'queryString',
// the properties below are optional
kmsKeyId: 'kmsKeyId',
outputCompression: 'outputCompression',
workGroup: 'workGroup',
},
dataDistributionType: 'dataDistributionType',
inputMode: 'inputMode',
localPath: 'localPath',
redshiftDatasetDefinition: {
clusterId: 'clusterId',
clusterRoleArn: 'clusterRoleArn',
database: 'database',
dbUser: 'dbUser',
outputFormat: 'outputFormat',
outputS3Uri: 'outputS3Uri',
queryString: 'queryString',
// the properties below are optional
kmsKeyId: 'kmsKeyId',
outputCompression: 'outputCompression',
},
},
s3Input: {
s3DataType: 's3DataType',
s3Uri: 's3Uri',
// the properties below are optional
localPath: 'localPath',
s3CompressionType: 's3CompressionType',
s3DataDistributionType: 's3DataDistributionType',
s3InputMode: 's3InputMode',
},
};
Properties
appManagedoptionalboolean | IResolvableapp_managedoptionaltyping.Union[bool, IResolvable]appManagedoptionalBooleanAppManagedoptionalboolAppManagedoptionalinterface{}#When `True` , input operations such as data download are managed natively by the processing job application.
When False (default), input operations are managed by Amazon SageMaker.
datasetDefinitionoptionalIResolvable | CfnProcessingJob.DatasetDefinitionPropertydataset_definitionoptionaltyping.Union[IResolvable, DatasetDefinitionProperty]datasetDefinitionoptionalIResolvableDatasetDefinitionoptionalIResolvableDatasetDefinitionoptionalinterface{}#Configuration for Dataset Definition inputs.
The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.
The name for the processing job input.
s3InputoptionalIResolvable | CfnProcessingJob.S3InputPropertys3_inputoptionaltyping.Union[IResolvable, S3InputProperty]s3InputoptionalIResolvableS3InputoptionalIResolvableS3Inputoptionalinterface{}#Configuration for downloading input data from Amazon S3 into the processing container.