import type { MetadataBearer as __MetadataBearer } from "@smithy/types";
import type { CreateDatasetRequest, CreateDatasetResponse } from "../models/models_0";
/**
 * @public
 */
export type { __MetadataBearer };
/**
 * @public
 *
 * The input for {@link CreateDatasetCommand}.
 */
export interface CreateDatasetCommandInput extends CreateDatasetRequest {
}
/**
 * @public
 *
 * The output of {@link CreateDatasetCommand}.
 */
export interface CreateDatasetCommandOutput extends CreateDatasetResponse, __MetadataBearer {
}
declare const CreateDatasetCommand_base: {
    new (input: CreateDatasetCommandInput): import("@smithy/core/client").CommandImpl<CreateDatasetCommandInput, CreateDatasetCommandOutput, import("..").ForecastClientResolvedConfig, import("..").ServiceInputTypes, import("..").ServiceOutputTypes>;
    new (input: CreateDatasetCommandInput): import("@smithy/core/client").CommandImpl<CreateDatasetCommandInput, CreateDatasetCommandOutput, import("..").ForecastClientResolvedConfig, import("..").ServiceInputTypes, import("..").ServiceOutputTypes>;
    getEndpointParameterInstructions(): import("@smithy/types").EndpointParameterInstructions;
};
/**
 * <p>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:</p>
 *          <ul>
 *             <li>
 *                <p>
 *                   <i>
 *                      <code>DataFrequency</code>
 *                   </i> - How frequently your historical
 *           time-series data is collected.</p>
 *             </li>
 *             <li>
 *                <p>
 *                   <i>
 *                      <code>Domain</code>
 *                   </i> and
 *             <i>
 *                      <code>DatasetType</code>
 *                   </i> - 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.</p>
 *             </li>
 *             <li>
 *                <p>
 *                   <i>
 *                      <code>Schema</code>
 *                   </i> - A schema specifies the fields in the dataset,
 *           including the field name and data type.</p>
 *             </li>
 *          </ul>
 *          <p>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
 *         <a href="https://docs.aws.amazon.com/forecast/latest/dg/howitworks-datasets-groups.html">Importing datasets</a>.</p>
 *          <p>To get a list of all your datasets, use the <a href="https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasets.html">ListDatasets</a> operation.</p>
 *          <p>For example Forecast datasets, see the <a href="https://github.com/aws-samples/amazon-forecast-samples">Amazon Forecast Sample GitHub
 *         repository</a>.</p>
 *          <note>
 *             <p>The <code>Status</code> of a dataset must be <code>ACTIVE</code> before you can import
 *         training data. Use the <a href="https://docs.aws.amazon.com/forecast/latest/dg/API_DescribeDataset.html">DescribeDataset</a> operation to get
 *         the status.</p>
 *          </note>
 * @example
 * Use a bare-bones client and the command you need to make an API call.
 * ```javascript
 * import { ForecastClient, CreateDatasetCommand } from "@aws-sdk/client-forecast"; // ES Modules import
 * // const { ForecastClient, CreateDatasetCommand } = require("@aws-sdk/client-forecast"); // CommonJS import
 * // import type { ForecastClientConfig } from "@aws-sdk/client-forecast";
 * const config = {}; // type is ForecastClientConfig
 * const client = new ForecastClient(config);
 * const input = { // CreateDatasetRequest
 *   DatasetName: "STRING_VALUE", // required
 *   Domain: "RETAIL" || "CUSTOM" || "INVENTORY_PLANNING" || "EC2_CAPACITY" || "WORK_FORCE" || "WEB_TRAFFIC" || "METRICS", // required
 *   DatasetType: "TARGET_TIME_SERIES" || "RELATED_TIME_SERIES" || "ITEM_METADATA", // required
 *   DataFrequency: "STRING_VALUE",
 *   Schema: { // Schema
 *     Attributes: [ // SchemaAttributes
 *       { // SchemaAttribute
 *         AttributeName: "STRING_VALUE",
 *         AttributeType: "string" || "integer" || "float" || "timestamp" || "geolocation",
 *       },
 *     ],
 *   },
 *   EncryptionConfig: { // EncryptionConfig
 *     RoleArn: "STRING_VALUE", // required
 *     KMSKeyArn: "STRING_VALUE", // required
 *   },
 *   Tags: [ // Tags
 *     { // Tag
 *       Key: "STRING_VALUE", // required
 *       Value: "STRING_VALUE", // required
 *     },
 *   ],
 * };
 * const command = new CreateDatasetCommand(input);
 * const response = await client.send(command);
 * // { // CreateDatasetResponse
 * //   DatasetArn: "STRING_VALUE",
 * // };
 *
 * ```
 *
 * @param CreateDatasetCommandInput - {@link CreateDatasetCommandInput}
 * @returns {@link CreateDatasetCommandOutput}
 * @see {@link CreateDatasetCommandInput} for command's `input` shape.
 * @see {@link CreateDatasetCommandOutput} for command's `response` shape.
 * @see {@link ForecastClientResolvedConfig | config} for ForecastClient's `config` shape.
 *
 * @throws {@link InvalidInputException} (client fault)
 *  <p>We can't process the request because it includes an invalid value or a value that exceeds
 *       the valid range.</p>
 *
 * @throws {@link LimitExceededException} (client fault)
 *  <p>The limit on the number of resources per account has been exceeded.</p>
 *
 * @throws {@link ResourceAlreadyExistsException} (client fault)
 *  <p>There is already a resource with this name. Try again with a different name.</p>
 *
 * @throws {@link ForecastServiceException}
 * <p>Base exception class for all service exceptions from Forecast service.</p>
 *
 *
 * @public
 */
export declare class CreateDatasetCommand extends CreateDatasetCommand_base {
    /** @internal type navigation helper, not in runtime. */
    protected static __types: {
        api: {
            input: CreateDatasetRequest;
            output: CreateDatasetResponse;
        };
        sdk: {
            input: CreateDatasetCommandInput;
            output: CreateDatasetCommandOutput;
        };
    };
}