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| <h2 title="Class DatasetFactory" class="title">Class DatasetFactory</h2> |
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| <pre>public class <span class="typeNameLabel">DatasetFactory</span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></pre> |
| <div class="block">Factory providing a client facing API that allows to construct basic and the most frequently used types of dataset. |
| |
| |
| <p>Dataset construction is based on three major concepts: a partition <code>upstream</code>, <code>context</code> and |
| <code>data</code>. A partition <code>upstream</code> is a data source, which assumed to be available all the time regardless |
| node failures and rebalancing events. A partition <code>context</code> is a part of a partition maintained during the |
| whole computation process and stored in a reliable storage so that a <code>context</code> is staying available and |
| consistent regardless node failures and rebalancing events as well as an <code>upstream</code>. A partition <code>data</code> |
| is a part of partition maintained during a computation process in unreliable local storage such as heap, off-heap or |
| GPU memory on the node where current computation is performed, so that partition <code>data</code> can be lost as result |
| of node failure or rebalancing, but it can be restored from an <code>upstream</code> and a partition <code>context</code>. |
| |
| <p>A partition <code>context</code> and <code>data</code> are built on top of an <code>upstream</code> by using specified |
| builders: <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionContextBuilder</code></a> and <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionDataBuilder</code></a> correspondingly. To build a generic |
| dataset the following approach is used: |
| |
| <code> |
| <code>Dataset<span class='angle_bracket'><</span>C, D<span class='angle_bracket'>></span> dataset = DatasetFactory.create( ignite, cache, partitionContextBuilder, partitionDataBuilder ); |
| </code> |
| </code> |
| |
| <p>As well as the generic building method <code>create</code> this factory provides methods that allow to create a |
| specific dataset types such as method <code>createSimpleDataset</code> to create <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> and method <code>createSimpleLabeledDataset</code> to create <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a>.</div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionContextBuilder</code></a>, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionDataBuilder</code></a></dd> |
| </dl> |
| </li> |
| </ul> |
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| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
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| <li class="blockList"><a name="constructor.summary"> |
| <!-- --> |
| </a> |
| <h3>Constructor Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> |
| <caption><span>Constructors</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#DatasetFactory--">DatasetFactory</a></span>()</code> </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ========== METHOD SUMMARY =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.summary"> |
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| </a> |
| <h3>Method Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-">create</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-">create</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</code> |
| <div class="block">Creates a new instance of local dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i13" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i15" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i16" class="altColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr id="i17" class="rowColor"> |
| <td class="colFirst"><code>static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span><br><a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</code> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> and |
| <code>lbExtractor</code>.</div> |
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| <pre>public DatasetFactory()</pre> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span> create(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</pre> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>. This is the generic methods that allows to create any Ignite Cache based datasets with any |
| desired partition <code>context</code> and <code>data</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - ype of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dd><code>D</code> - Type of a partition <code>data</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd> |
| <dd><code>environment</code> - Local learning environment.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span> create(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder)</pre> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>. This is the generic methods that allows to create any Ignite Cache based datasets with any |
| desired partition <code>context</code> and <code>data</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - ype of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dd><code>D</code> - Type of a partition <code>data</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="create-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-"> |
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| <h4>create</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span> create(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</pre> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>. This is the generic methods that allows to create any Ignite Cache based datasets with any |
| desired partition <code>context</code> and <code>data</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dd><code>D</code> - Type of a partition <code>data</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd> |
| <dd><code>environment</code> - Local learning environment.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="create-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span> create(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder)</pre> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>. This is the generic methods that allows to create any Ignite Cache based datasets with any |
| desired partition <code>context</code> and <code>data</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dd><code>D</code> - Type of a partition <code>data</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleDataset(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>. This methods determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>, but allows to |
| use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleDataset(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>. This methods determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>, but allows to |
| use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h4>createSimpleLabeledDataset</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>. This method determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>, but allows to use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>. This method determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>, but allows to use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleDataset(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>. This |
| methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleDataset(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>. This |
| methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleDataset(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>. This |
| methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>. This methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and |
| partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleLabeledDataset-org.apache.ignite.Ignite-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>. This methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and |
| partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>upstreamCache</code> - Ignite Cache with <code>upstream</code> data.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="create-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-"> |
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| <h4>create</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span>C,D<span class='angle_bracket'>></span> create(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'><</span>K,V,C,D<span class='angle_bracket'>></span> partDataBuilder, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</pre> |
| <div class="block">Creates a new instance of local dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>. |
| This is the generic methods that allows to create any Ignite Cache based datasets with any desired partition |
| <code>context</code> and <code>data</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dd><code>D</code> - Type of a partition <code>data</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamMap</code> - <code>Map</code> with <code>upstream</code> data.</dd> |
| <dd><code>partitions</code> - Number of partitions <code>upstream</code> <code>Map</code> will be divided on.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd> |
| <dd><code>environment</code> - Local learning environment.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <h4>createSimpleDataset</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleDataset(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>. This methods determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>, but allows to |
| use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamMap</code> - <code>Map</code> with <code>upstream</code> data.</dd> |
| <dd><code>partitions</code> - Number of partitions <code>upstream</code> <code>Map</code> will be divided on.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleLabeledDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <h4>createSimpleLabeledDataset</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span>C<span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'><</span>K,V,C<span class='angle_bracket'>></span> partCtxBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, <code>featureExtractor</code> and <code>lbExtractor</code>. This method determines partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>, but allows to use any desired type of partition <code>context</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dd><code>C</code> - Type of a partition <code>context</code>.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamMap</code> - <code>Map</code> with <code>upstream</code> data.</dd> |
| <dd><code>partitions</code> - Number of partitions <code>upstream</code> <code>Map</code> will be divided on.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>partCtxBuilder</code> - Partition <code>context</code> builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleDataset-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <h4>createSimpleDataset</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleDataset(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> featureExtractor)</pre> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>. This methods |
| determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and partition <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamMap</code> - <code>Map</code> with <code>upstream</code> data.</dd> |
| <dd><code>partitions</code> - Number of partitions <code>upstream</code> <code>Map</code> will be divided on.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>featureExtractor</code> - Feature extractor used to extract features and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="createSimpleLabeledDataset-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <h4>createSimpleLabeledDataset</h4> |
| <pre>public static <span class='angle_bracket'><</span>K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span> <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a><span class='angle_bracket'>></span> createSimpleLabeledDataset(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> upstreamMap, |
| <a href="../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| int partitions, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <div class="block">Creates a new instance of local <a href="../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> and |
| <code>lbExtractor</code>. This methods determines partition <code>context</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context"><code>EmptyContext</code></a> and partition |
| <code>data</code> to be <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamMap</code> - <code>Map</code> with <code>upstream</code> data.</dd> |
| <dd><code>partitions</code> - Number of partitions <code>upstream</code> <code>Map</code> will be divided on.</dd> |
| <dd><code>envBuilder</code> - Learning environment builder.</dd> |
| <dd><code>vectorizer</code> - Upstream vectorizer used to extract features and labels and build <a href="../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Dataset.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2020 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.9.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: December 9 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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