iam-floyd

import { AccessLevelList } from '../../shared/access-level'; import { PolicyStatement } from '../../shared'; /** * Statement provider for service [machinelearning](https://docs.aws.amazon.com/service-authorization/latest/reference/list_amazonmachinelearning.html). * * @param sid [SID](https://docs.aws.amazon.com/IAM/latest/UserGuide/reference_policies_elements_sid.html) of the statement */ export declare class Machinelearning extends PolicyStatement { servicePrefix: string; /** * Statement provider for service [machinelearning](https://docs.aws.amazon.com/service-authorization/latest/reference/list_amazonmachinelearning.html). * * @param sid [SID](https://docs.aws.amazon.com/IAM/latest/UserGuide/reference_policies_elements_sid.html) of the statement */ constructor(sid?: string); /** * Adds one or more tags to an object, up to a limit of 10. Each tag consists of a key and an optional value * * Access Level: Tagging * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_AddTags.html */ toAddTags(): this; /** * Generates predictions for a group of observations * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateBatchPrediction.html */ toCreateBatchPrediction(): this; /** * Creates a DataSource object from an Amazon RDS * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromRDS.html */ toCreateDataSourceFromRDS(): this; /** * Creates a DataSource from a database hosted on an Amazon Redshift cluster * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromRedshift.html */ toCreateDataSourceFromRedshift(): this; /** * Creates a DataSource object from S3 * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromS3.html */ toCreateDataSourceFromS3(): this; /** * Creates a new Evaluation of an MLModel * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateEvaluation.html */ toCreateEvaluation(): this; /** * Creates a new MLModel * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateMLModel.html */ toCreateMLModel(): this; /** * Creates a real-time endpoint for the MLModel * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateRealtimeEndpoint.html */ toCreateRealtimeEndpoint(): this; /** * Assigns the DELETED status to a BatchPrediction, rendering it unusable * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteBatchPrediction.html */ toDeleteBatchPrediction(): this; /** * Assigns the DELETED status to a DataSource, rendering it unusable * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteDataSource.html */ toDeleteDataSource(): this; /** * Assigns the DELETED status to an Evaluation, rendering it unusable * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteEvaluation.html */ toDeleteEvaluation(): this; /** * Assigns the DELETED status to an MLModel, rendering it unusable * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteMLModel.html */ toDeleteMLModel(): this; /** * Deletes a real time endpoint of an MLModel * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteRealtimeEndpoint.html */ toDeleteRealtimeEndpoint(): this; /** * Deletes the specified tags associated with an ML object. After this operation is complete, you can't recover deleted tags * * Access Level: Tagging * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteTags.html */ toDeleteTags(): this; /** * Returns a list of BatchPrediction operations that match the search criteria in the request * * Access Level: List * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeBatchPredictions.html */ toDescribeBatchPredictions(): this; /** * Returns a list of DataSource that match the search criteria in the request * * Access Level: List * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeDataSources.html */ toDescribeDataSources(): this; /** * Returns a list of DescribeEvaluations that match the search criteria in the request * * Access Level: List * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeEvaluations.html */ toDescribeEvaluations(): this; /** * Returns a list of MLModel that match the search criteria in the request * * Access Level: List * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeMLModels.html */ toDescribeMLModels(): this; /** * Describes one or more of the tags for your Amazon ML object * * Access Level: List * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeTags.html */ toDescribeTags(): this; /** * Returns a BatchPrediction that includes detailed metadata, status, and data file information * * Access Level: Read * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetBatchPrediction.html */ toGetBatchPrediction(): this; /** * Returns a DataSource that includes metadata and data file information, as well as the current status of the DataSource * * Access Level: Read * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetDataSource.html */ toGetDataSource(): this; /** * Returns an Evaluation that includes metadata as well as the current status of the Evaluation * * Access Level: Read * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetEvaluation.html */ toGetEvaluation(): this; /** * Returns an MLModel that includes detailed metadata, and data source information as well as the current status of the MLModel * * Access Level: Read * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetMLModel.html */ toGetMLModel(): this; /** * Generates a prediction for the observation using the specified ML Model * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_Predict.html */ toPredict(): this; /** * Updates the BatchPredictionName of a BatchPrediction * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateBatchPrediction.html */ toUpdateBatchPrediction(): this; /** * Updates the DataSourceName of a DataSource * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateDataSource.html */ toUpdateDataSource(): this; /** * Updates the EvaluationName of an Evaluation * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateEvaluation.html */ toUpdateEvaluation(): this; /** * Updates the MLModelName and the ScoreThreshold of an MLModel * * Access Level: Write * * https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateMLModel.html */ toUpdateMLModel(): this; protected accessLevelList: AccessLevelList; /** * Adds a resource of type batchprediction to the statement * * https://docs.aws.amazon.com/machine-learning/latest/dg/amazon-machine-learning-key-concepts.html#batch-predictions * * @param batchPredictionId - Identifier for the batchPredictionId. * @param account - Account of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's account. * @param region - Region of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's region. * @param partition - Partition of the AWS account [aws, aws-cn, aws-us-gov]; defaults to `aws`, unless using the CDK, where the default is the current Stack's partition. */ onBatchprediction(batchPredictionId: string, account?: string, region?: string, partition?: string): this; /** * Adds a resource of type datasource to the statement * * https://docs.aws.amazon.com/machine-learning/latest/dg/amazon-machine-learning-key-concepts.html#datasources * * @param datasourceId - Identifier for the datasourceId. * @param account - Account of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's account. * @param region - Region of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's region. * @param partition - Partition of the AWS account [aws, aws-cn, aws-us-gov]; defaults to `aws`, unless using the CDK, where the default is the current Stack's partition. */ onDatasource(datasourceId: string, account?: string, region?: string, partition?: string): this; /** * Adds a resource of type evaluation to the statement * * https://docs.aws.amazon.com/machine-learning/latest/dg/amazon-machine-learning-key-concepts.html#evaluations * * @param evaluationId - Identifier for the evaluationId. * @param account - Account of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's account. * @param region - Region of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's region. * @param partition - Partition of the AWS account [aws, aws-cn, aws-us-gov]; defaults to `aws`, unless using the CDK, where the default is the current Stack's partition. */ onEvaluation(evaluationId: string, account?: string, region?: string, partition?: string): this; /** * Adds a resource of type mlmodel to the statement * * https://docs.aws.amazon.com/machine-learning/latest/dg/amazon-machine-learning-key-concepts.html#ml-models * * @param mlModelId - Identifier for the mlModelId. * @param account - Account of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's account. * @param region - Region of the resource; defaults to `*`, unless using the CDK, where the default is the current Stack's region. * @param partition - Partition of the AWS account [aws, aws-cn, aws-us-gov]; defaults to `aws`, unless using the CDK, where the default is the current Stack's partition. */ onMlmodel(mlModelId: string, account?: string, region?: string, partition?: string): this; }