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<h2 title="Uses of Interface org.apache.ignite.ml.dataset.UpstreamTransformerBuilder" class="title">Uses of Interface<br>org.apache.ignite.ml.dataset.UpstreamTransformerBuilder</h2>
</div>
<div class="classUseContainer">
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<li class="blockList">
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation">
<caption><span>Packages that use <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Package</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset">org.apache.ignite.ml.dataset</a></td>
<td class="colLast">
<div class="block">Base package for machine learning dataset classes.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache">org.apache.ignite.ml.dataset.impl.cache</a></td>
<td class="colLast">
<div class="block">Base package for cache based implementation of machine learning dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache.util">org.apache.ignite.ml.dataset.impl.cache.util</a></td>
<td class="colLast">
<div class="block">Contains util classes used in cache based implementation of dataset.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.local">org.apache.ignite.ml.dataset.impl.local</a></td>
<td class="colLast">
<div class="block">Base package for local implementation of machine learning dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.sql">org.apache.ignite.ml.sql</a></td>
<td class="colLast">
<div class="block">Contains util classes that help to work with machine learning models in SQL and train models on data from SQL tables.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td>
<td class="colLast">
<div class="block">Contains model trainers.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trainers.transformers">org.apache.ignite.ml.trainers.transformers</a></td>
<td class="colLast">
<div class="block">Various upstream transformers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.util.generators">org.apache.ignite.ml.util.generators</a></td>
<td class="colLast">
<div class="block">Contains utility classes for data streams generation.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList">
<ul class="blockList">
<li class="blockList"><a name="org.apache.ignite.ml.dataset">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></code></td>
<td class="colLast"><span class="typeNameLabel">UpstreamTransformerBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html#andThen-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">andThen</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;other)</code>
<div class="block">Combunes two builders (this and other respectfully)
env -> transformer1
env -> transformer2
into
env -> transformer2 . transformer1
</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static &lt;K,V&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></code></td>
<td class="colLast"><span class="typeNameLabel">UpstreamTransformerBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html#identity--">identity</a></span>()</code>
<div class="block">Returns identity upstream transformer.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></code></td>
<td class="colLast"><span class="typeNameLabel">UpstreamTransformerBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html#andThen-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">andThen</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;other)</code>
<div class="block">Combunes two builders (this and other respectfully)
env -> transformer1
env -> transformer2
into
env -> transformer2 . transformer1
</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;builder)</code>
<div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added
to chain of upstream transformer builders.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">CacheBasedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;builder)</code>
<div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added
to chain of upstream transformer builders.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html#CacheBasedDataset-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-java.util.UUID-boolean-org.apache.ignite.ml.environment.LearningEnvironment-int-">CacheBasedDataset</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>&gt;&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;upstreamTransformerBuilder,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">C</a>&gt;&nbsp;datasetCache,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">V</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">C</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="type parameter in CacheBasedDataset">D</a>&gt;&nbsp;partDataBuilder,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>&nbsp;datasetId,
boolean&nbsp;upstreamKeepBinary,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv,
int&nbsp;retriesCnt)</code>
<div class="block">Constructs a new instance of dataset based on Ignite Cache, which is used as <code>upstream</code> and as reliable storage for
partition <code>context</code> as well.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#CacheBasedDatasetBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">CacheBasedDatasetBuilder</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>&gt;&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder)</code>
<div class="block">Constructs a new instance of cache based dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache"><code>CacheBasedDataset</code></a>.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#CacheBasedDatasetBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-java.lang.Boolean-int-">CacheBasedDatasetBuilder</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>&gt;&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Boolean.html?is-external=true" title="class or interface in java.lang">Boolean</a>&nbsp;isKeepBinary,
int&nbsp;retries)</code>
<div class="block">Constructs a new instance of cache based dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache"><code>CacheBasedDataset</code></a>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache.util">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/package-summary.html">org.apache.ignite.ml.dataset.impl.cache.util</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static &lt;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>&gt;<br>D</code></td>
<td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#getData-org.apache.ignite.Ignite-java.lang.String-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-java.lang.String-java.util.UUID-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-boolean-">getData</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;upstreamCacheName,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;K,V&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;datasetCacheName,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>&nbsp;datasetId,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a>&lt;K,V,C,D&gt;&nbsp;partDataBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
boolean&nbsp;isKeepBinary)</code>
<div class="block">Extracts partition <code>data</code> from the local storage, if it's not found in local storage recovers this <code>data</code> from a partition <code>upstream</code> and <code>context</code>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static &lt;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>&gt;<br>void</code></td>
<td class="colLast"><span class="typeNameLabel">ComputeUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/util/ComputeUtils.html#initContext-org.apache.ignite.Ignite-java.lang.String-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-org.apache.ignite.lang.IgniteBiPredicate-java.lang.String-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-int-boolean-org.apache.ignite.ml.environment.deploy.DeployingContext-">initContext</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;upstreamCacheName,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;K,V&gt;&nbsp;filter,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;datasetCacheName,
<a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a>&lt;K,V,C&gt;&nbsp;ctxBuilder,
<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a>&nbsp;envBuilder,
int&nbsp;retries,
int&nbsp;interval,
boolean&nbsp;isKeepBinary,
<a href="../../../../../../org/apache/ignite/ml/environment/deploy/DeployingContext.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployingContext</a>&nbsp;deployingCtx)</code>
<div class="block">Initializes partition <code>context</code> by loading it from a partition <code>upstream</code>.</div>
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</tr>
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</table>
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<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.local">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LocalDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;builder)</code>
<div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added
to chain of upstream transformer builders.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html#LocalDatasetBuilder-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">LocalDatasetBuilder</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>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>&gt;&nbsp;upstreamMap,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>&gt;&nbsp;filter,
int&nbsp;partitions,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;upstreamTransformerBuilder)</code>
<div class="block">Constructs a new instance of local dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="class in org.apache.ignite.ml.dataset.impl.local"><code>LocalDataset</code></a>.</div>
</td>
</tr>
</tbody>
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</li>
<li class="blockList"><a name="org.apache.ignite.ml.sql">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/sql/package-summary.html">org.apache.ignite.ml.sql</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/sql/package-summary.html">org.apache.ignite.ml.sql</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/sql/SqlDatasetBuilder.html#SqlDatasetBuilder-org.apache.ignite.Ignite-java.lang.String-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">SqlDatasetBuilder</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a>&nbsp;ignite,
<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>&nbsp;upstreamCache,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<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>,<a href="../../../../../../org/apache/ignite/binary/BinaryObject.html" title="interface in org.apache.ignite.binary">BinaryObject</a>&gt;&nbsp;filter,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder)</code>
<div class="block">Constructs a new instance of cache based dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache"><code>CacheBasedDataset</code></a>.</div>
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</tr>
</tbody>
</table>
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<li class="blockList"><a name="org.apache.ignite.ml.trainers">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#withUpstreamTransformerBuilder-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformerBuilder</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;upstreamTransformerBuilder)</code>
<div class="block">Specify which <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> will be used.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.trainers.transformers">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/transformers/package-summary.html">org.apache.ignite.ml.trainers.transformers</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/transformers/package-summary.html">org.apache.ignite.ml.trainers.transformers</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>static &lt;K,V&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></code></td>
<td class="colLast"><span class="typeNameLabel">BaggingUpstreamTransformer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/transformers/BaggingUpstreamTransformer.html#builder-double-int-">builder</a></span>(double&nbsp;subsampleRatio,
int&nbsp;mdlIdx)</code>
<div class="block">Get builder of <a href="../../../../../../org/apache/ignite/ml/trainers/transformers/BaggingUpstreamTransformer.html" title="class in org.apache.ignite.ml.trainers.transformers"><code>BaggingUpstreamTransformer</code></a> for a model with a specified index in ensemble.</div>
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</tr>
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</table>
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<li class="blockList"><a name="org.apache.ignite.ml.util.generators">
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">asDatasetBuilder</a></span>(int&nbsp;datasetSize,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;filter,
int&nbsp;partitions,
<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;upstreamTransformerBuilder)</code>
<div class="block">Convert first N values from stream to <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div>
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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>2022 Copyright &#169; 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>:&nbsp;&nbsp; ver. <strong>2.12.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>:&nbsp;&nbsp; January 10 2022 </td> </tr> </tbody> </table> </td> </tr> </table></small></p>
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