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| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
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| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/package-summary.html">org.apache.spark</a></td> |
| <td class="colLast"> |
| <div class="block">Core Spark classes in Scala.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/api/java/package-summary.html">org.apache.spark.api.java</a></td> |
| <td class="colLast"> |
| <div class="block">Spark Java programming APIs.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/api/java/function/package-summary.html">org.apache.spark.api.java.function</a></td> |
| <td class="colLast"> |
| <div class="block">Set of interfaces to represent functions in Spark's Java API.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/api/r/package-summary.html">org.apache.spark.api.r</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/broadcast/package-summary.html">org.apache.spark.broadcast</a></td> |
| <td class="colLast"> |
| <div class="block">Spark's broadcast variables, used to broadcast immutable datasets to all nodes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/graphx/package-summary.html">org.apache.spark.graphx</a></td> |
| <td class="colLast"> |
| <div class="block">ALPHA COMPONENT |
| GraphX is a graph processing framework built on top of Spark.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/graphx/impl/package-summary.html">org.apache.spark.graphx.impl</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/graphx/lib/package-summary.html">org.apache.spark.graphx.lib</a></td> |
| <td class="colLast"> |
| <div class="block">Various analytics functions for graphs.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/graphx/util/package-summary.html">org.apache.spark.graphx.util</a></td> |
| <td class="colLast"> |
| <div class="block">Collections of utilities used by graphx.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/input/package-summary.html">org.apache.spark.input</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/internal/package-summary.html">org.apache.spark.internal</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/internal/config/package-summary.html">org.apache.spark.internal.config</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/internal/io/package-summary.html">org.apache.spark.internal.io</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/io/package-summary.html">org.apache.spark.io</a></td> |
| <td class="colLast"> |
| <div class="block">IO codecs used for compression.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/launcher/package-summary.html">org.apache.spark.launcher</a></td> |
| <td class="colLast"> |
| <div class="block">Library for launching Spark applications.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mapred/package-summary.html">org.apache.spark.mapred</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/metrics/source/package-summary.html">org.apache.spark.metrics.source</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/ml/package-summary.html">org.apache.spark.ml</a></td> |
| <td class="colLast"> |
| <div class="block">DataFrame-based machine learning APIs to let users quickly assemble and configure practical |
| machine learning pipelines.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/ann/package-summary.html">org.apache.spark.ml.ann</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/ml/attribute/package-summary.html">org.apache.spark.ml.attribute</a></td> |
| <td class="colLast"> |
| <div class="block">ML attributes</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/classification/package-summary.html">org.apache.spark.ml.classification</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/ml/clustering/package-summary.html">org.apache.spark.ml.clustering</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/evaluation/package-summary.html">org.apache.spark.ml.evaluation</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/feature/package-summary.html">org.apache.spark.ml.feature</a></td> |
| <td class="colLast"> |
| <div class="block">Feature transformers |
| |
| The `ml.feature` package provides common feature transformers that help convert raw data or |
| features into more suitable forms for model fitting.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/fpm/package-summary.html">org.apache.spark.ml.fpm</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/impl/package-summary.html">org.apache.spark.ml.impl</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/linalg/package-summary.html">org.apache.spark.ml.linalg</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/param/package-summary.html">org.apache.spark.ml.param</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/param/shared/package-summary.html">org.apache.spark.ml.param.shared</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/r/package-summary.html">org.apache.spark.ml.r</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/recommendation/package-summary.html">org.apache.spark.ml.recommendation</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/regression/package-summary.html">org.apache.spark.ml.regression</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/source/libsvm/package-summary.html">org.apache.spark.ml.source.libsvm</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/stat/package-summary.html">org.apache.spark.ml.stat</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/stat/distribution/package-summary.html">org.apache.spark.ml.stat.distribution</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/tree/package-summary.html">org.apache.spark.ml.tree</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/tree/impl/package-summary.html">org.apache.spark.ml.tree.impl</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/tuning/package-summary.html">org.apache.spark.ml.tuning</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/ml/util/package-summary.html">org.apache.spark.ml.util</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/package-summary.html">org.apache.spark.mllib</a></td> |
| <td class="colLast"> |
| <div class="block">RDD-based machine learning APIs (in maintenance mode).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/classification/package-summary.html">org.apache.spark.mllib.classification</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/classification/impl/package-summary.html">org.apache.spark.mllib.classification.impl</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/clustering/package-summary.html">org.apache.spark.mllib.clustering</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/evaluation/package-summary.html">org.apache.spark.mllib.evaluation</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/evaluation/binary/package-summary.html">org.apache.spark.mllib.evaluation.binary</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/feature/package-summary.html">org.apache.spark.mllib.feature</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/fpm/package-summary.html">org.apache.spark.mllib.fpm</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/linalg/package-summary.html">org.apache.spark.mllib.linalg</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/linalg/distributed/package-summary.html">org.apache.spark.mllib.linalg.distributed</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/optimization/package-summary.html">org.apache.spark.mllib.optimization</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/pmml/package-summary.html">org.apache.spark.mllib.pmml</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/pmml/export/package-summary.html">org.apache.spark.mllib.pmml.export</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/random/package-summary.html">org.apache.spark.mllib.random</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/rdd/package-summary.html">org.apache.spark.mllib.rdd</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/recommendation/package-summary.html">org.apache.spark.mllib.recommendation</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/regression/package-summary.html">org.apache.spark.mllib.regression</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/regression/impl/package-summary.html">org.apache.spark.mllib.regression.impl</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/stat/package-summary.html">org.apache.spark.mllib.stat</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/stat/correlation/package-summary.html">org.apache.spark.mllib.stat.correlation</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/stat/distribution/package-summary.html">org.apache.spark.mllib.stat.distribution</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/stat/test/package-summary.html">org.apache.spark.mllib.stat.test</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/tree/package-summary.html">org.apache.spark.mllib.tree</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/tree/configuration/package-summary.html">org.apache.spark.mllib.tree.configuration</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/tree/impurity/package-summary.html">org.apache.spark.mllib.tree.impurity</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/tree/loss/package-summary.html">org.apache.spark.mllib.tree.loss</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/tree/model/package-summary.html">org.apache.spark.mllib.tree.model</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/mllib/util/package-summary.html">org.apache.spark.mllib.util</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/partial/package-summary.html">org.apache.spark.partial</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/rdd/package-summary.html">org.apache.spark.rdd</a></td> |
| <td class="colLast"> |
| <div class="block">Provides implementation's of various RDDs.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/rpc/netty/package-summary.html">org.apache.spark.rpc.netty</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/scheduler/package-summary.html">org.apache.spark.scheduler</a></td> |
| <td class="colLast"> |
| <div class="block">Spark's DAG scheduler.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/scheduler/cluster/package-summary.html">org.apache.spark.scheduler.cluster</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/scheduler/local/package-summary.html">org.apache.spark.scheduler.local</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/security/package-summary.html">org.apache.spark.security</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/serializer/package-summary.html">org.apache.spark.serializer</a></td> |
| <td class="colLast"> |
| <div class="block">Pluggable serializers for RDD and shuffle data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/package-summary.html">org.apache.spark.sql</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/api/java/package-summary.html">org.apache.spark.sql.api.java</a></td> |
| <td class="colLast"> |
| <div class="block">Allows the execution of relational queries, including those expressed in SQL using Spark.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/api/r/package-summary.html">org.apache.spark.sql.api.r</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/catalog/package-summary.html">org.apache.spark.sql.catalog</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/expressions/package-summary.html">org.apache.spark.sql.expressions</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/expressions/javalang/package-summary.html">org.apache.spark.sql.expressions.javalang</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/expressions/scalalang/package-summary.html">org.apache.spark.sql.expressions.scalalang</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/hive/package-summary.html">org.apache.spark.sql.hive</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="org/apache/spark/sql/hive/execution/package-summary.html">org.apache.spark.sql.hive.execution</a></td> |
| <td class="colLast"> </td> |
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| <td class="colFirst"><a href="org/apache/spark/streaming/api/java/package-summary.html">org.apache.spark.streaming.api.java</a></td> |
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| <div class="block">Spark utilities.</div> |
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| <div class="block">Utilities for random number generation.</div> |
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