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<div class="subTitle">org.apache.ignite.ml.dataset.impl.cache</div>
<h2 title="Class CacheBasedDatasetBuilder" class="title">Class CacheBasedDatasetBuilder<span class='angle_bracket'>&lt;</span>K,V<span class='angle_bracket'>&gt;</span></h2>
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<li>org.apache.ignite.ml.dataset.impl.cache.CacheBasedDatasetBuilder<span class='angle_bracket'>&lt;</span>K,V<span class='angle_bracket'>&gt;</span></li>
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<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>
</dl>
<dl>
<dt>All Implemented Interfaces:</dt>
<dd><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span>K,V<span class='angle_bracket'>&gt;</span></dd>
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<dl>
<dt>Direct Known Subclasses:</dt>
<dd><a href="../../../../../../../org/apache/ignite/ml/sql/SqlDatasetBuilder.html" title="class in org.apache.ignite.ml.sql">SqlDatasetBuilder</a></dd>
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<pre>public class <span class="typeNameLabel">CacheBasedDatasetBuilder<span class='angle_bracket'>&lt;</span>K,V<span class='angle_bracket'>&gt;</span></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>
implements <a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span>K,V<span class='angle_bracket'>&gt;</span></pre>
<div class="block">A 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>. Encapsulate logic of building cache based dataset such as
allocation required data structures and initialization of <code>context</code> part of partitions.</div>
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<caption><span>Fields</span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
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<tr class="altColor">
<td class="colFirst"><code>static int</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#DEFAULT_NUMBER_OF_RETRIES">DEFAULT_NUMBER_OF_RETRIES</a></span></code>
<div class="block">Default number of retries for the case when one of partitions not found on the node where loading is performed.</div>
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<th class="colOne" scope="col">Constructor and Description</th>
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<tr class="altColor">
<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#CacheBasedDatasetBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-">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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache)</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> with default
predicate that passes all upstream entries to dataset.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><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-">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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;filter)</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="colOne"><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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&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="rowColor">
<td class="colOne"><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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&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>
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<h3>Method Summary</h3>
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<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</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><span class='angle_bracket'>&lt;</span>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'>&gt;</span><br><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDataset</a><span class='angle_bracket'>&lt;</span><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>,C,D<span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></span>(<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/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'>&lt;</span><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>,C<span class='angle_bracket'>&gt;</span>&nbsp;partCtxBuilder,
<a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'>&lt;</span><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>,C,D<span class='angle_bracket'>&gt;</span>&nbsp;partDataBuilder,
<a href="../../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv)</code>
<div class="block">Constructs a new instance of <a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a> that includes allocation required data structures and
initialization of <code>context</code> part of partitions.</div>
</td>
</tr>
<tr id="i1" class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#getUpstreamCache--">getUpstreamCache</a></span>()</code>
<div class="block">Returns upstream cache.</div>
</td>
</tr>
<tr id="i2" 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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a></span>(<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;filterToAdd)</code>
<div class="block">Returns new instance of DatasetBuilder using conjunction of internal filter and <code>filterToAdd</code>.</div>
</td>
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<tr id="i3" class="rowColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withKeepBinary-boolean-">withKeepBinary</a></span>(boolean&nbsp;isKeepBinary)</code>
<div class="block">Add keepBinary policy.</div>
</td>
</tr>
<tr id="i4" class="altColor">
<td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withRetriesNumber-int-">withRetriesNumber</a></span>(int&nbsp;retries)</code>
<div class="block">Sets number of retries. 15 * 60 by default.</div>
</td>
</tr>
<tr id="i5" 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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></td>
<td class="colLast"><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>
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<code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li>
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<pre>public static final&nbsp;int DEFAULT_NUMBER_OF_RETRIES</pre>
<div class="block">Default number of retries for the case when one of partitions not found on the node where loading is performed.</div>
<dl>
<dt><span class="seeLabel">See Also:</span></dt>
<dd><a href="../../../../../../../constant-values.html#org.apache.ignite.ml.dataset.impl.cache.CacheBasedDatasetBuilder.DEFAULT_NUMBER_OF_RETRIES">Constant Field Values</a></dd>
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<h4>CacheBasedDatasetBuilder</h4>
<pre>public&nbsp;CacheBasedDatasetBuilder(<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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache)</pre>
<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> with default
predicate that passes all upstream entries to dataset.</div>
<dl>
<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>
</dl>
</li>
</ul>
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<pre>public&nbsp;CacheBasedDatasetBuilder(<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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;filter)</pre>
<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>
<dl>
<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>filter</code> - Filter for <code>upstream</code> data.</dd>
</dl>
</li>
</ul>
<a name="CacheBasedDatasetBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">
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<pre>public&nbsp;CacheBasedDatasetBuilder(<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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;filter,
<a href="../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;transformerBuilder)</pre>
<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>
<dl>
<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>filter</code> - Filter for <code>upstream</code> data.</dd>
</dl>
</li>
</ul>
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<pre>public&nbsp;CacheBasedDatasetBuilder(<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><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;upstreamCache,
<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&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)</pre>
<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>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>ignite</code> - Ignite.</dd>
<dd><code>upstreamCache</code> - Upstream cache.</dd>
<dd><code>filter</code> - Filter.</dd>
<dd><code>transformerBuilder</code> - Transformer builder.</dd>
<dd><code>isKeepBinary</code> - Is keep binary for upstream cache.</dd>
<dd><code>retries</code> - Number of retries for the case when one of partitions not found on the node where loading is performed.</dd>
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<a name="build-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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<pre>public&nbsp;<span class='angle_bracket'>&lt;</span>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'>&gt;</span>&nbsp;<a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDataset</a><span class='angle_bracket'>&lt;</span><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>,C,D<span class='angle_bracket'>&gt;</span>&nbsp;build(<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/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><span class='angle_bracket'>&lt;</span><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>,C<span class='angle_bracket'>&gt;</span>&nbsp;partCtxBuilder,
<a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><span class='angle_bracket'>&lt;</span><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>,C,D<span class='angle_bracket'>&gt;</span>&nbsp;partDataBuilder,
<a href="../../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;localLearningEnv)</pre>
<div class="block">Constructs a new instance of <a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a> that includes allocation required data structures and
initialization of <code>context</code> part of partitions.</div>
<dl>
<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
<dd><code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">build</a></code>&nbsp;in interface&nbsp;<code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></dd>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<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>partCtxBuilder</code> - Partition <code>context</code> builder.</dd>
<dd><code>partDataBuilder</code> - Partition <code>data</code> builder.</dd>
<dd><code>localLearningEnv</code> - Local learning environment.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Dataset.</dd>
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<pre>public&nbsp;<a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;withUpstreamTransformer(<a href="../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a>&nbsp;builder)</pre>
<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. When needed, each builder in chain first transformed into
<a href="../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformer.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformer</code></a>, those are in turn composed together one after another forming
final <a href="../../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformer.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformer</code></a>.
This transformer is applied to upstream data before it is passed
to <a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionDataBuilder</code></a> and <a href="../../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>PartitionContextBuilder</code></a>. This is needed to allow
transformation to upstream data which are agnostic of any changes that happen after.
Such transformations may be used for deriving meta-algorithms such as bagging
(see <a href="../../../../../../../org/apache/ignite/ml/trainers/transformers/BaggingUpstreamTransformer.html" title="class in org.apache.ignite.ml.trainers.transformers"><code>BaggingUpstreamTransformer</code></a>).</div>
<dl>
<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
<dd><code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></code>&nbsp;in interface&nbsp;<code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>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.</dd>
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<pre>public&nbsp;<a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;withFilter(<a href="../../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;filterToAdd)</pre>
<div class="block">Returns new instance of DatasetBuilder using conjunction of internal filter and <code>filterToAdd</code>.</div>
<dl>
<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
<dd><code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a></code>&nbsp;in interface&nbsp;<code><a href="../../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span></code></dd>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>filterToAdd</code> - Additional filter.</dd>
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<pre>public&nbsp;<a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;withKeepBinary(boolean&nbsp;isKeepBinary)</pre>
<div class="block">Add keepBinary policy. False by default.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>isKeepBinary</code> - Is keep binary.</dd>
</dl>
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<pre>public&nbsp;<a href="../../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDatasetBuilder</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;withRetriesNumber(int&nbsp;retries)</pre>
<div class="block">Sets number of retries. 15 * 60 by default.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>retries</code> - Number of retries.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>CacheBasedDatasetBuilder instance.</dd>
</dl>
</li>
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<h4>getUpstreamCache</h4>
<pre>public&nbsp;<a href="../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'>&lt;</span><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><span class='angle_bracket'>&gt;</span>&nbsp;getUpstreamCache()</pre>
<div class="block">Returns upstream cache.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Upstream cache.</dd>
</dl>
</li>
</ul>
</li>
</ul>
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