import * as core from "@terrascript/core";
export interface InputRecordTablesArgs extends core.SchemaArgs {
    catalogId?: string | core.StringOut;
    connectionName?: string | core.StringOut;
    databaseName: string | core.StringOut;
    tableName: string | core.StringOut;
}
export declare class InputRecordTables extends core.Schema<InputRecordTablesArgs> {
    catalogId?: string | core.StringOut;
    connectionName?: string | core.StringOut;
    databaseName: string | core.StringOut;
    tableName: string | core.StringOut;
}
export interface FindMatchesParametersArgs extends core.SchemaArgs {
    accuracyCostTradeOff?: number | core.NumberOut;
    enforceProvidedLabels?: boolean | core.BooleanOut;
    precisionRecallTradeOff?: number | core.NumberOut;
    primaryKeyColumnName?: string | core.StringOut;
}
export declare class FindMatchesParameters extends core.Schema<FindMatchesParametersArgs> {
    accuracyCostTradeOff?: number | core.NumberOut;
    enforceProvidedLabels?: boolean | core.BooleanOut;
    precisionRecallTradeOff?: number | core.NumberOut;
    primaryKeyColumnName?: string | core.StringOut;
}
export interface ParametersArgs extends core.SchemaArgs {
    findMatchesParameters: FindMatchesParameters;
    transformType: string | core.StringOut;
}
export declare class Parameters extends core.Schema<ParametersArgs> {
    findMatchesParameters: FindMatchesParameters;
    transformType: string | core.StringOut;
}
export interface SchemaArgs extends core.SchemaArgs {
    dataType: string | core.StringOut;
    name: string | core.StringOut;
}
export declare class Schema extends core.Schema<SchemaArgs> {
    dataType: string | core.StringOut;
    name: string | core.StringOut;
}
export interface MlTransformArgs extends core.ResourceArgs {
    description?: string | core.StringOut;
    /**
     * (Optional) The version of glue to use, for example "1.0". For information about available versions,
     * see the [AWS Glue Release Notes](https://docs.aws.amazon.com/glue/latest/dg/release-notes.html).
     */
    glueVersion?: string | core.StringOut;
    /**
     * (Required)  A list of AWS Glue table definitions used by the transform. see [Input Record Tables](#i
     * nput_record_tables).
     */
    inputRecordTables: core.Array<InputRecordTables> | core.ArrayOut<InputRecordTables>;
    maxCapacity?: number | core.NumberOut;
    maxRetries?: number | core.NumberOut;
    /**
     * The name of the column.
     */
    name: string | core.StringOut;
    /**
     * (Optional) The number of workers of a defined `worker_type` that are allocated when an ML Transform
     * runs. Required with `worker_type`.
     */
    numberOfWorkers?: number | core.NumberOut;
    /**
     * (Required) The algorithmic parameters that are specific to the transform type used. Conditionally de
     * pendent on the transform type. see [Parameters](#parameters).
     */
    parameters: Parameters;
    roleArn: string | core.StringOut;
    /**
     * (Optional) Key-value map of resource tags. If configured with a provider [`default_tags` configurati
     * on block](https://registry.terraform.io/providers/hashicorp/aws/latest/docs#default_tags-configurati
     * on-block) present, tags with matching keys will overwrite those defined at the provider-level.
     */
    tags?: core.Map<string, string> | core.MapOut<core.StringOut>;
    /**
     * A map of tags assigned to the resource, including those inherited from the provider [`default_tags`
     * configuration block](https://registry.terraform.io/providers/hashicorp/aws/latest/docs#default_tags-
     * configuration-block).
     */
    tagsAll?: core.Map<string, string> | core.MapOut<core.StringOut>;
    timeout?: number | core.NumberOut;
    /**
     * (Optional) The type of predefined worker that is allocated when an ML Transform runs. Accepts a valu
     * e of `Standard`, `G.1X`, or `G.2X`. Required with `number_of_workers`.
     */
    workerType?: string | core.StringOut;
}
export declare class MlTransform extends core.Resource<MlTransformArgs> {
    /**
     * Amazon Resource Name (ARN) of Glue ML Transform.
     */
    arn: string | core.StringOut;
    description?: string | core.StringOut;
    /**
     * (Optional) The version of glue to use, for example "1.0". For information about available versions,
     * see the [AWS Glue Release Notes](https://docs.aws.amazon.com/glue/latest/dg/release-notes.html).
     */
    glueVersion?: string | core.StringOut;
    /**
     * Glue ML Transform ID.
     */
    id: string | core.StringOut;
    /**
     * (Required)  A list of AWS Glue table definitions used by the transform. see [Input Record Tables](#i
     * nput_record_tables).
     */
    inputRecordTables: core.Array<InputRecordTables> | core.ArrayOut<InputRecordTables>;
    /**
     * The number of labels available for this transform.
     */
    labelCount: number | core.NumberOut;
    maxCapacity?: number | core.NumberOut;
    maxRetries?: number | core.NumberOut;
    /**
     * The name of the column.
     */
    name: string | core.StringOut;
    /**
     * (Optional) The number of workers of a defined `worker_type` that are allocated when an ML Transform
     * runs. Required with `worker_type`.
     */
    numberOfWorkers?: number | core.NumberOut;
    /**
     * (Required) The algorithmic parameters that are specific to the transform type used. Conditionally de
     * pendent on the transform type. see [Parameters](#parameters).
     */
    parameters: Parameters;
    roleArn: string | core.StringOut;
    /**
     * The object that represents the schema that this transform accepts. see [Schema](#schema).
     */
    schema: core.Array<Schema> | core.ArrayOut<Schema>;
    /**
     * (Optional) Key-value map of resource tags. If configured with a provider [`default_tags` configurati
     * on block](https://registry.terraform.io/providers/hashicorp/aws/latest/docs#default_tags-configurati
     * on-block) present, tags with matching keys will overwrite those defined at the provider-level.
     */
    tags?: core.Map<string, string> | core.MapOut<core.StringOut>;
    /**
     * A map of tags assigned to the resource, including those inherited from the provider [`default_tags`
     * configuration block](https://registry.terraform.io/providers/hashicorp/aws/latest/docs#default_tags-
     * configuration-block).
     */
    tagsAll?: core.Map<string, string> | core.MapOut<core.StringOut>;
    timeout?: number | core.NumberOut;
    /**
     * (Optional) The type of predefined worker that is allocated when an ML Transform runs. Accepts a valu
     * e of `Standard`, `G.1X`, or `G.2X`. Required with `number_of_workers`.
     */
    workerType?: string | core.StringOut;
    constructor(name: string, args?: MlTransformArgs);
    getNamespace(): string;
}
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