import * as constructs from 'constructs';
import * as cdk from '../../core';
import * as cfn_parse from '../../core/lib/helpers-internal';
/**
 * Properties for defining a `CfnDataset`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html
 */
export interface CfnDatasetProps {
    /**
     * The name of the dataset.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datasetname
     */
    readonly datasetName: string;
    /**
     * The dataset type.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datasettype
     */
    readonly datasetType: string;
    /**
     * The domain associated with the dataset.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-domain
     */
    readonly domain: string;
    /**
     * The schema for the dataset. The schema attributes and their order must match the fields in your data. The dataset `Domain` and `DatasetType` that you choose determine the minimum required fields in your training data. For information about the required fields for a specific dataset domain and type, see [Dataset Domains and Dataset Types](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-domains-ds-types.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-schema
     */
    readonly schema: any | cdk.IResolvable;
    /**
     * The frequency of data collection. This parameter is required for RELATED_TIME_SERIES datasets.
     *
     * Valid intervals are an integer followed by Y (Year), M (Month), W (Week), D (Day), H (Hour), and min (Minute). For example, "1D" indicates every day and "15min" indicates every 15 minutes. You cannot specify a value that would overlap with the next larger frequency. That means, for example, you cannot specify a frequency of 60 minutes, because that is equivalent to 1 hour. The valid values for each frequency are the following:
     *
     * - Minute - 1-59
     * - Hour - 1-23
     * - Day - 1-6
     * - Week - 1-4
     * - Month - 1-11
     * - Year - 1
     *
     * Thus, if you want every other week forecasts, specify "2W". Or, if you want quarterly forecasts, you specify "3M".
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datafrequency
     */
    readonly dataFrequency?: string;
    /**
     * A Key Management Service (KMS) key and the Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-encryptionconfig
     */
    readonly encryptionConfig?: any | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-tags
     */
    readonly tags?: CfnDataset.TagsItemsProperty[];
}
/**
 * A CloudFormation `AWS::Forecast::Dataset`
 *
 * Creates an Amazon Forecast dataset. The information about the dataset that you provide helps Forecast understand how to consume the data for model training. This includes the following:
 *
 * - *`DataFrequency`* - How frequently your historical time-series data is collected.
 * - *`Domain`* and *`DatasetType`* - Each dataset has an associated dataset domain and a type within the domain. Amazon Forecast provides a list of predefined domains and types within each domain. For each unique dataset domain and type within the domain, Amazon Forecast requires your data to include a minimum set of predefined fields.
 * - *`Schema`* - A schema specifies the fields in the dataset, including the field name and data type.
 *
 * After creating a dataset, you import your training data into it and add the dataset to a dataset group. You use the dataset group to create a predictor. For more information, see [Importing datasets](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-datasets-groups.html) .
 *
 * To get a list of all your datasets, use the [ListDatasets](https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasets.html) operation.
 *
 * For example Forecast datasets, see the [Amazon Forecast Sample GitHub repository](https://docs.aws.amazon.com/https://github.com/aws-samples/amazon-forecast-samples) .
 *
 * > The `Status` of a dataset must be `ACTIVE` before you can import training data. Use the [DescribeDataset](https://docs.aws.amazon.com/forecast/latest/dg/API_DescribeDataset.html) operation to get the status.
 *
 * @cloudformationResource AWS::Forecast::Dataset
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html
 */
export declare class CfnDataset extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::Forecast::Dataset";
    /**
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnDataset;
    /**
     * The Amazon Resource Name (ARN) of the dataset.
     * @cloudformationAttribute Arn
     */
    readonly attrArn: string;
    /**
     * The name of the dataset.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datasetname
     */
    datasetName: string;
    /**
     * The dataset type.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datasettype
     */
    datasetType: string;
    /**
     * The domain associated with the dataset.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-domain
     */
    domain: string;
    /**
     * The schema for the dataset. The schema attributes and their order must match the fields in your data. The dataset `Domain` and `DatasetType` that you choose determine the minimum required fields in your training data. For information about the required fields for a specific dataset domain and type, see [Dataset Domains and Dataset Types](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-domains-ds-types.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-schema
     */
    schema: any | cdk.IResolvable;
    /**
     * The frequency of data collection. This parameter is required for RELATED_TIME_SERIES datasets.
     *
     * Valid intervals are an integer followed by Y (Year), M (Month), W (Week), D (Day), H (Hour), and min (Minute). For example, "1D" indicates every day and "15min" indicates every 15 minutes. You cannot specify a value that would overlap with the next larger frequency. That means, for example, you cannot specify a frequency of 60 minutes, because that is equivalent to 1 hour. The valid values for each frequency are the following:
     *
     * - Minute - 1-59
     * - Hour - 1-23
     * - Day - 1-6
     * - Week - 1-4
     * - Month - 1-11
     * - Year - 1
     *
     * Thus, if you want every other week forecasts, specify "2W". Or, if you want quarterly forecasts, you specify "3M".
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-datafrequency
     */
    dataFrequency: string | undefined;
    /**
     * A Key Management Service (KMS) key and the Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-encryptionconfig
     */
    encryptionConfig: any | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-dataset.html#cfn-forecast-dataset-tags
     */
    tags: CfnDataset.TagsItemsProperty[] | undefined;
    /**
     * Create a new `AWS::Forecast::Dataset`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDatasetProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnDataset {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-attributesitems.html
     */
    interface AttributesItemsProperty {
        /**
         * `CfnDataset.AttributesItemsProperty.AttributeName`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-attributesitems.html#cfn-forecast-dataset-attributesitems-attributename
         */
        readonly attributeName?: string;
        /**
         * `CfnDataset.AttributesItemsProperty.AttributeType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-attributesitems.html#cfn-forecast-dataset-attributesitems-attributetype
         */
        readonly attributeType?: string;
    }
}
export declare namespace CfnDataset {
    /**
     * An AWS Key Management Service (KMS) key and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key. You can specify this optional object in the `CreateDataset` and `CreatePredictor` requests.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-encryptionconfig.html
     */
    interface EncryptionConfigProperty {
        /**
         * The Amazon Resource Name (ARN) of the KMS key.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-encryptionconfig.html#cfn-forecast-dataset-encryptionconfig-kmskeyarn
         */
        readonly kmsKeyArn?: string;
        /**
         * The ARN of the IAM role that Amazon Forecast can assume to access the AWS KMS key.
         *
         * Passing a role across AWS accounts is not allowed. If you pass a role that isn't in your account, you get an `InvalidInputException` error.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-encryptionconfig.html#cfn-forecast-dataset-encryptionconfig-rolearn
         */
        readonly roleArn?: string;
    }
}
export declare namespace CfnDataset {
    /**
     * Defines the fields of a dataset.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-schema.html
     */
    interface SchemaProperty {
        /**
         * An array of attributes specifying the name and type of each field in a dataset.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-schema.html#cfn-forecast-dataset-schema-attributes
         */
        readonly attributes?: Array<CfnDataset.AttributesItemsProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnDataset {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-tagsitems.html
     */
    interface TagsItemsProperty {
        /**
         * `CfnDataset.TagsItemsProperty.Key`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-tagsitems.html#cfn-forecast-dataset-tagsitems-key
         */
        readonly key: string;
        /**
         * `CfnDataset.TagsItemsProperty.Value`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-forecast-dataset-tagsitems.html#cfn-forecast-dataset-tagsitems-value
         */
        readonly value: string;
    }
}
/**
 * Properties for defining a `CfnDatasetGroup`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html
 */
export interface CfnDatasetGroupProps {
    /**
     * The name of the dataset group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-datasetgroupname
     */
    readonly datasetGroupName: string;
    /**
     * The domain associated with the dataset group. When you add a dataset to a dataset group, this value and the value specified for the `Domain` parameter of the [CreateDataset](https://docs.aws.amazon.com/forecast/latest/dg/API_CreateDataset.html) operation must match.
     *
     * The `Domain` and `DatasetType` that you choose determine the fields that must be present in training data that you import to a dataset. For example, if you choose the `RETAIL` domain and `TARGET_TIME_SERIES` as the `DatasetType` , Amazon Forecast requires that `item_id` , `timestamp` , and `demand` fields are present in your data. For more information, see [Dataset groups](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-datasets-groups.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-domain
     */
    readonly domain: string;
    /**
     * An array of Amazon Resource Names (ARNs) of the datasets that you want to include in the dataset group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-datasetarns
     */
    readonly datasetArns?: string[];
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::Forecast::DatasetGroup`
 *
 * Creates a dataset group, which holds a collection of related datasets. You can add datasets to the dataset group when you create the dataset group, or later by using the [UpdateDatasetGroup](https://docs.aws.amazon.com/forecast/latest/dg/API_UpdateDatasetGroup.html) operation.
 *
 * After creating a dataset group and adding datasets, you use the dataset group when you create a predictor. For more information, see [Dataset groups](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-datasets-groups.html) .
 *
 * To get a list of all your datasets groups, use the [ListDatasetGroups](https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasetGroups.html) operation.
 *
 * > The `Status` of a dataset group must be `ACTIVE` before you can use the dataset group to create a predictor. To get the status, use the [DescribeDatasetGroup](https://docs.aws.amazon.com/forecast/latest/dg/API_DescribeDatasetGroup.html) operation.
 *
 * @cloudformationResource AWS::Forecast::DatasetGroup
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html
 */
export declare class CfnDatasetGroup extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::Forecast::DatasetGroup";
    /**
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnDatasetGroup;
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     * @cloudformationAttribute DatasetGroupArn
     */
    readonly attrDatasetGroupArn: string;
    /**
     * The name of the dataset group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-datasetgroupname
     */
    datasetGroupName: string;
    /**
     * The domain associated with the dataset group. When you add a dataset to a dataset group, this value and the value specified for the `Domain` parameter of the [CreateDataset](https://docs.aws.amazon.com/forecast/latest/dg/API_CreateDataset.html) operation must match.
     *
     * The `Domain` and `DatasetType` that you choose determine the fields that must be present in training data that you import to a dataset. For example, if you choose the `RETAIL` domain and `TARGET_TIME_SERIES` as the `DatasetType` , Amazon Forecast requires that `item_id` , `timestamp` , and `demand` fields are present in your data. For more information, see [Dataset groups](https://docs.aws.amazon.com/forecast/latest/dg/howitworks-datasets-groups.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-domain
     */
    domain: string;
    /**
     * An array of Amazon Resource Names (ARNs) of the datasets that you want to include in the dataset group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-datasetarns
     */
    datasetArns: string[] | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-forecast-datasetgroup.html#cfn-forecast-datasetgroup-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::Forecast::DatasetGroup`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDatasetGroupProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}