271 lines
12 KiB
C++
271 lines
12 KiB
C++
/**
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* Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
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* SPDX-License-Identifier: Apache-2.0.
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*/
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#pragma once
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#include <aws/machinelearning/MachineLearning_EXPORTS.h>
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#include <aws/machinelearning/MachineLearningRequest.h>
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#include <aws/core/utils/memory/stl/AWSString.h>
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#include <aws/machinelearning/model/S3DataSpec.h>
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#include <utility>
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namespace Aws
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{
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namespace MachineLearning
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{
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namespace Model
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{
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/**
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*/
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class AWS_MACHINELEARNING_API CreateDataSourceFromS3Request : public MachineLearningRequest
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{
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public:
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CreateDataSourceFromS3Request();
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// Service request name is the Operation name which will send this request out,
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// each operation should has unique request name, so that we can get operation's name from this request.
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// Note: this is not true for response, multiple operations may have the same response name,
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// so we can not get operation's name from response.
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inline virtual const char* GetServiceRequestName() const override { return "CreateDataSourceFromS3"; }
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Aws::String SerializePayload() const override;
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Aws::Http::HeaderValueCollection GetRequestSpecificHeaders() const override;
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline const Aws::String& GetDataSourceId() const{ return m_dataSourceId; }
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline bool DataSourceIdHasBeenSet() const { return m_dataSourceIdHasBeenSet; }
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceId(const Aws::String& value) { m_dataSourceIdHasBeenSet = true; m_dataSourceId = value; }
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceId(Aws::String&& value) { m_dataSourceIdHasBeenSet = true; m_dataSourceId = std::move(value); }
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceId(const char* value) { m_dataSourceIdHasBeenSet = true; m_dataSourceId.assign(value); }
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceId(const Aws::String& value) { SetDataSourceId(value); return *this;}
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceId(Aws::String&& value) { SetDataSourceId(std::move(value)); return *this;}
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/**
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* <p>A user-supplied identifier that uniquely identifies the
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* <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceId(const char* value) { SetDataSourceId(value); return *this;}
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline const Aws::String& GetDataSourceName() const{ return m_dataSourceName; }
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline bool DataSourceNameHasBeenSet() const { return m_dataSourceNameHasBeenSet; }
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceName(const Aws::String& value) { m_dataSourceNameHasBeenSet = true; m_dataSourceName = value; }
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceName(Aws::String&& value) { m_dataSourceNameHasBeenSet = true; m_dataSourceName = std::move(value); }
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline void SetDataSourceName(const char* value) { m_dataSourceNameHasBeenSet = true; m_dataSourceName.assign(value); }
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceName(const Aws::String& value) { SetDataSourceName(value); return *this;}
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceName(Aws::String&& value) { SetDataSourceName(std::move(value)); return *this;}
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/**
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* <p>A user-supplied name or description of the <code>DataSource</code>. </p>
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*/
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inline CreateDataSourceFromS3Request& WithDataSourceName(const char* value) { SetDataSourceName(value); return *this;}
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline const S3DataSpec& GetDataSpec() const{ return m_dataSpec; }
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline bool DataSpecHasBeenSet() const { return m_dataSpecHasBeenSet; }
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline void SetDataSpec(const S3DataSpec& value) { m_dataSpecHasBeenSet = true; m_dataSpec = value; }
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline void SetDataSpec(S3DataSpec&& value) { m_dataSpecHasBeenSet = true; m_dataSpec = std::move(value); }
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline CreateDataSourceFromS3Request& WithDataSpec(const S3DataSpec& value) { SetDataSpec(value); return *this;}
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/**
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* <p>The data specification of a <code>DataSource</code>:</p> <ul>
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* <li><p>DataLocationS3 - The Amazon S3 location of the observation data.</p></li>
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* <li><p>DataSchemaLocationS3 - The Amazon S3 location of the
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* <code>DataSchema</code>.</p></li> <li><p>DataSchema - A JSON string representing
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* the schema. This is not required if <code>DataSchemaUri</code> is specified.
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* </p></li> <li> <p>DataRearrangement - A JSON string that represents the
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* splitting and rearrangement requirements for the <code>Datasource</code>. </p>
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* <p> Sample - <code>
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* "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"</code> </p> </li>
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* </ul>
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*/
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inline CreateDataSourceFromS3Request& WithDataSpec(S3DataSpec&& value) { SetDataSpec(std::move(value)); return *this;}
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/**
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* <p>The compute statistics for a <code>DataSource</code>. The statistics are
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* generated from the observation data referenced by a <code>DataSource</code>.
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* Amazon ML uses the statistics internally during <code>MLModel</code> training.
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* This parameter must be set to <code>true</code> if the
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* <code></code>DataSource<code></code> needs to be used for <code>MLModel</code>
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* training.</p>
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*/
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inline bool GetComputeStatistics() const{ return m_computeStatistics; }
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/**
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* <p>The compute statistics for a <code>DataSource</code>. The statistics are
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* generated from the observation data referenced by a <code>DataSource</code>.
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* Amazon ML uses the statistics internally during <code>MLModel</code> training.
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* This parameter must be set to <code>true</code> if the
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* <code></code>DataSource<code></code> needs to be used for <code>MLModel</code>
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* training.</p>
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*/
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inline bool ComputeStatisticsHasBeenSet() const { return m_computeStatisticsHasBeenSet; }
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/**
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* <p>The compute statistics for a <code>DataSource</code>. The statistics are
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* generated from the observation data referenced by a <code>DataSource</code>.
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* Amazon ML uses the statistics internally during <code>MLModel</code> training.
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* This parameter must be set to <code>true</code> if the
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* <code></code>DataSource<code></code> needs to be used for <code>MLModel</code>
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* training.</p>
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*/
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inline void SetComputeStatistics(bool value) { m_computeStatisticsHasBeenSet = true; m_computeStatistics = value; }
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/**
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* <p>The compute statistics for a <code>DataSource</code>. The statistics are
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* generated from the observation data referenced by a <code>DataSource</code>.
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* Amazon ML uses the statistics internally during <code>MLModel</code> training.
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* This parameter must be set to <code>true</code> if the
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* <code></code>DataSource<code></code> needs to be used for <code>MLModel</code>
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* training.</p>
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*/
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inline CreateDataSourceFromS3Request& WithComputeStatistics(bool value) { SetComputeStatistics(value); return *this;}
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private:
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Aws::String m_dataSourceId;
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bool m_dataSourceIdHasBeenSet;
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Aws::String m_dataSourceName;
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bool m_dataSourceNameHasBeenSet;
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S3DataSpec m_dataSpec;
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bool m_dataSpecHasBeenSet;
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bool m_computeStatistics;
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bool m_computeStatisticsHasBeenSet;
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};
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} // namespace Model
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} // namespace MachineLearning
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} // namespace Aws
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