aws-iam-policy-types/dist/cjs/actions/machinelearning.d.ts

Autogenerated Typescript types for AWS IAM Policy and enums for all policy actions

/**
 * All IAM policy actions for Amazon Machine Learning (MACHINELEARNING)
 *
 * Extracted by `aws-iam-policy` from
 * https://docs.aws.amazon.com/service-authorization/latest/reference/list_amazonmachinelearning.html
 *
 * 2025-02-24T21:48:41.998Z
 */
export declare enum AwsMachinelearningActions {
    /**
     * Adds one or more tags to an object, up to a limit of 10. Each tag consists of a
     * key and an optional value
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_AddTags.html
     */
    AddTags = "machinelearning:AddTags",
    /**
     * Generates predictions for a group of observations
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateBatchPrediction.html
     */
    CreateBatchPrediction = "machinelearning:CreateBatchPrediction",
    /**
     * Creates a DataSource object from an Amazon RDS
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromRDS.html
     */
    CreateDataSourceFromRDS = "machinelearning:CreateDataSourceFromRDS",
    /**
     * Creates a DataSource from a database hosted on an Amazon Redshift cluster
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromRedshift.html
     */
    CreateDataSourceFromRedshift = "machinelearning:CreateDataSourceFromRedshift",
    /**
     * Creates a DataSource object from S3
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateDataSourceFromS3.html
     */
    CreateDataSourceFromS3 = "machinelearning:CreateDataSourceFromS3",
    /**
     * Creates a new Evaluation of an MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateEvaluation.html
     */
    CreateEvaluation = "machinelearning:CreateEvaluation",
    /**
     * Creates a new MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateMLModel.html
     */
    CreateMLModel = "machinelearning:CreateMLModel",
    /**
     * Creates a real-time endpoint for the MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_CreateRealtimeEndpoint.html
     */
    CreateRealtimeEndpoint = "machinelearning:CreateRealtimeEndpoint",
    /**
     * Assigns the DELETED status to a BatchPrediction, rendering it unusable
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteBatchPrediction.html
     */
    DeleteBatchPrediction = "machinelearning:DeleteBatchPrediction",
    /**
     * Assigns the DELETED status to a DataSource, rendering it unusable
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteDataSource.html
     */
    DeleteDataSource = "machinelearning:DeleteDataSource",
    /**
     * Assigns the DELETED status to an Evaluation, rendering it unusable
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteEvaluation.html
     */
    DeleteEvaluation = "machinelearning:DeleteEvaluation",
    /**
     * Assigns the DELETED status to an MLModel, rendering it unusable
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteMLModel.html
     */
    DeleteMLModel = "machinelearning:DeleteMLModel",
    /**
     * Deletes a real time endpoint of an MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteRealtimeEndpoint.html
     */
    DeleteRealtimeEndpoint = "machinelearning:DeleteRealtimeEndpoint",
    /**
     * Deletes the specified tags associated with an ML object. After this operation i
     * s complete, you can't recover deleted tags
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DeleteTags.html
     */
    DeleteTags = "machinelearning:DeleteTags",
    /**
     * Returns a list of BatchPrediction operations that match the search criteria in
     * the request
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeBatchPredictions.html
     */
    DescribeBatchPredictions = "machinelearning:DescribeBatchPredictions",
    /**
     * Returns a list of DataSource that match the search criteria in the request
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeDataSources.html
     */
    DescribeDataSources = "machinelearning:DescribeDataSources",
    /**
     * Returns a list of DescribeEvaluations that match the search criteria in the req
     * uest
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeEvaluations.html
     */
    DescribeEvaluations = "machinelearning:DescribeEvaluations",
    /**
     * Returns a list of MLModel that match the search criteria in the request
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeMLModels.html
     */
    DescribeMLModels = "machinelearning:DescribeMLModels",
    /**
     * Describes one or more of the tags for your Amazon ML object
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_DescribeTags.html
     */
    DescribeTags = "machinelearning:DescribeTags",
    /**
     * Returns a BatchPrediction that includes detailed metadata, status, and data fil
     * e information
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetBatchPrediction.html
     */
    GetBatchPrediction = "machinelearning:GetBatchPrediction",
    /**
     * Returns a DataSource that includes metadata and data file information, as well
     * as the current status of the DataSource
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetDataSource.html
     */
    GetDataSource = "machinelearning:GetDataSource",
    /**
     * Returns an Evaluation that includes metadata as well as the current status of t
     * he Evaluation
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetEvaluation.html
     */
    GetEvaluation = "machinelearning:GetEvaluation",
    /**
     * Returns an MLModel that includes detailed metadata, and data source information
     * as well as the current status of the MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_GetMLModel.html
     */
    GetMLModel = "machinelearning:GetMLModel",
    /**
     * Generates a prediction for the observation using the specified ML Model
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_Predict.html
     */
    Predict = "machinelearning:Predict",
    /**
     * Updates the BatchPredictionName of a BatchPrediction
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateBatchPrediction.html
     */
    UpdateBatchPrediction = "machinelearning:UpdateBatchPrediction",
    /**
     * Updates the DataSourceName of a DataSource
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateDataSource.html
     */
    UpdateDataSource = "machinelearning:UpdateDataSource",
    /**
     * Updates the EvaluationName of an Evaluation
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateEvaluation.html
     */
    UpdateEvaluation = "machinelearning:UpdateEvaluation",
    /**
     * Updates the MLModelName and the ScoreThreshold of an MLModel
     *
     * See https://docs.aws.amazon.com/machine-learning/latest/APIReference/API_UpdateMLModel.html
     */
    UpdateMLModel = "machinelearning:UpdateMLModel"
}