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| pyspark.sql.DataFrame.crossJoin |
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| pyspark.sql.DataFrame.melt |
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| pyspark.sql.DataFrame.persist |
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| pyspark.sql.DataFrame.randomSplit |
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| pyspark.sql.DataFrame.repartition |
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| pyspark.sql.DataFrame.replace |
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| pyspark.RDD.barrier |
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| pyspark.RDD.cache |
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| <a class="reference internal" href="../api/pyspark.RDD.cartesian.html"> |
| pyspark.RDD.cartesian |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.checkpoint.html"> |
| pyspark.RDD.checkpoint |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.cleanShuffleDependencies.html"> |
| pyspark.RDD.cleanShuffleDependencies |
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| <li class="toctree-l2"> |
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| pyspark.RDD.coalesce |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.cogroup.html"> |
| pyspark.RDD.cogroup |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.collect.html"> |
| pyspark.RDD.collect |
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| <a class="reference internal" href="../api/pyspark.RDD.collectAsMap.html"> |
| pyspark.RDD.collectAsMap |
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| pyspark.RDD.collectWithJobGroup |
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| <a class="reference internal" href="../api/pyspark.RDD.combineByKey.html"> |
| pyspark.RDD.combineByKey |
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| <a class="reference internal" href="../api/pyspark.RDD.context.html"> |
| pyspark.RDD.context |
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| <a class="reference internal" href="../api/pyspark.RDD.count.html"> |
| pyspark.RDD.count |
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| pyspark.RDD.countApprox |
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| pyspark.RDD.countApproxDistinct |
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| pyspark.RDD.countByKey |
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| pyspark.RDD.countByValue |
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| pyspark.RDD.distinct |
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| <a class="reference internal" href="../api/pyspark.RDD.filter.html"> |
| pyspark.RDD.filter |
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| <a class="reference internal" href="../api/pyspark.RDD.first.html"> |
| pyspark.RDD.first |
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| <a class="reference internal" href="../api/pyspark.RDD.flatMap.html"> |
| pyspark.RDD.flatMap |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.flatMapValues.html"> |
| pyspark.RDD.flatMapValues |
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| <a class="reference internal" href="../api/pyspark.RDD.fold.html"> |
| pyspark.RDD.fold |
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| pyspark.RDD.foldByKey |
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| <a class="reference internal" href="../api/pyspark.RDD.foreach.html"> |
| pyspark.RDD.foreach |
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| <a class="reference internal" href="../api/pyspark.RDD.foreachPartition.html"> |
| pyspark.RDD.foreachPartition |
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| <a class="reference internal" href="../api/pyspark.RDD.fullOuterJoin.html"> |
| pyspark.RDD.fullOuterJoin |
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| <a class="reference internal" href="../api/pyspark.RDD.getCheckpointFile.html"> |
| pyspark.RDD.getCheckpointFile |
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| <a class="reference internal" href="../api/pyspark.RDD.getNumPartitions.html"> |
| pyspark.RDD.getNumPartitions |
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| <a class="reference internal" href="../api/pyspark.RDD.getResourceProfile.html"> |
| pyspark.RDD.getResourceProfile |
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| <a class="reference internal" href="../api/pyspark.RDD.getStorageLevel.html"> |
| pyspark.RDD.getStorageLevel |
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| <a class="reference internal" href="../api/pyspark.RDD.glom.html"> |
| pyspark.RDD.glom |
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| <a class="reference internal" href="../api/pyspark.RDD.groupBy.html"> |
| pyspark.RDD.groupBy |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.groupByKey.html"> |
| pyspark.RDD.groupByKey |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.groupWith.html"> |
| pyspark.RDD.groupWith |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.histogram.html"> |
| pyspark.RDD.histogram |
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| <a class="reference internal" href="../api/pyspark.RDD.id.html"> |
| pyspark.RDD.id |
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| <a class="reference internal" href="../api/pyspark.RDD.intersection.html"> |
| pyspark.RDD.intersection |
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| <a class="reference internal" href="../api/pyspark.RDD.isCheckpointed.html"> |
| pyspark.RDD.isCheckpointed |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.isEmpty.html"> |
| pyspark.RDD.isEmpty |
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| <a class="reference internal" href="../api/pyspark.RDD.isLocallyCheckpointed.html"> |
| pyspark.RDD.isLocallyCheckpointed |
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| <a class="reference internal" href="../api/pyspark.RDD.join.html"> |
| pyspark.RDD.join |
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| <a class="reference internal" href="../api/pyspark.RDD.keyBy.html"> |
| pyspark.RDD.keyBy |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.keys.html"> |
| pyspark.RDD.keys |
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| <a class="reference internal" href="../api/pyspark.RDD.leftOuterJoin.html"> |
| pyspark.RDD.leftOuterJoin |
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| <a class="reference internal" href="../api/pyspark.RDD.localCheckpoint.html"> |
| pyspark.RDD.localCheckpoint |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.lookup.html"> |
| pyspark.RDD.lookup |
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| <a class="reference internal" href="../api/pyspark.RDD.map.html"> |
| pyspark.RDD.map |
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| <a class="reference internal" href="../api/pyspark.RDD.mapPartitions.html"> |
| pyspark.RDD.mapPartitions |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapPartitionsWithIndex.html"> |
| pyspark.RDD.mapPartitionsWithIndex |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapPartitionsWithSplit.html"> |
| pyspark.RDD.mapPartitionsWithSplit |
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| <a class="reference internal" href="../api/pyspark.RDD.mapValues.html"> |
| pyspark.RDD.mapValues |
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| <a class="reference internal" href="../api/pyspark.RDD.max.html"> |
| pyspark.RDD.max |
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| <a class="reference internal" href="../api/pyspark.RDD.mean.html"> |
| pyspark.RDD.mean |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.meanApprox.html"> |
| pyspark.RDD.meanApprox |
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| <a class="reference internal" href="../api/pyspark.RDD.min.html"> |
| pyspark.RDD.min |
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| <a class="reference internal" href="../api/pyspark.RDD.name.html"> |
| pyspark.RDD.name |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.partitionBy.html"> |
| pyspark.RDD.partitionBy |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.persist.html"> |
| pyspark.RDD.persist |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.pipe.html"> |
| pyspark.RDD.pipe |
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| <a class="reference internal" href="../api/pyspark.RDD.randomSplit.html"> |
| pyspark.RDD.randomSplit |
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| <a class="reference internal" href="../api/pyspark.RDD.reduce.html"> |
| pyspark.RDD.reduce |
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| pyspark.RDD.reduceByKey |
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| <a class="reference internal" href="../api/pyspark.RDD.reduceByKeyLocally.html"> |
| pyspark.RDD.reduceByKeyLocally |
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| <a class="reference internal" href="../api/pyspark.RDD.repartition.html"> |
| pyspark.RDD.repartition |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.repartitionAndSortWithinPartitions.html"> |
| pyspark.RDD.repartitionAndSortWithinPartitions |
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| <a class="reference internal" href="../api/pyspark.RDD.rightOuterJoin.html"> |
| pyspark.RDD.rightOuterJoin |
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| pyspark.RDD.sample |
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| pyspark.RDD.sampleByKey |
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| pyspark.RDD.sampleStdev |
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| <a class="reference internal" href="../api/pyspark.RDD.sampleVariance.html"> |
| pyspark.RDD.sampleVariance |
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| pyspark.RDD.saveAsHadoopDataset |
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| <a class="reference internal" href="../api/pyspark.RDD.saveAsHadoopFile.html"> |
| pyspark.RDD.saveAsHadoopFile |
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| pyspark.RDD.saveAsNewAPIHadoopDataset |
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| pyspark.RDD.saveAsNewAPIHadoopFile |
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| pyspark.RDD.saveAsPickleFile |
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| pyspark.RDD.saveAsSequenceFile |
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| pyspark.RDD.saveAsTextFile |
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| pyspark.RDD.setName |
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| pyspark.RDD.sortBy |
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| <a class="reference internal" href="../api/pyspark.RDD.sortByKey.html"> |
| pyspark.RDD.sortByKey |
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| pyspark.RDD.stats |
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| <a class="reference internal" href="../api/pyspark.RDD.stdev.html"> |
| pyspark.RDD.stdev |
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| pyspark.RDD.subtract |
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| pyspark.RDD.subtractByKey |
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| pyspark.RDD.sum |
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| pyspark.RDD.sumApprox |
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| pyspark.RDD.take |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.takeOrdered.html"> |
| pyspark.RDD.takeOrdered |
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| pyspark.RDD.takeSample |
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| pyspark.RDD.toDebugString |
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| pyspark.RDD.toLocalIterator |
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| pyspark.RDD.top |
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| <a class="reference internal" href="../api/pyspark.RDD.treeAggregate.html"> |
| pyspark.RDD.treeAggregate |
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| <a class="reference internal" href="../api/pyspark.RDD.treeReduce.html"> |
| pyspark.RDD.treeReduce |
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| pyspark.RDD.union |
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| pyspark.RDD.unpersist |
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| <a class="reference internal" href="../api/pyspark.RDD.values.html"> |
| pyspark.RDD.values |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.variance.html"> |
| pyspark.RDD.variance |
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| pyspark.RDD.withResources |
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| pyspark.RDD.zip |
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| <a class="reference internal" href="../api/pyspark.RDD.zipWithIndex.html"> |
| pyspark.RDD.zipWithIndex |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.zipWithUniqueId.html"> |
| pyspark.RDD.zipWithUniqueId |
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| pyspark.Broadcast.destroy |
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| <a class="reference internal" href="../api/pyspark.Broadcast.dump.html"> |
| pyspark.Broadcast.dump |
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| <a class="reference internal" href="../api/pyspark.Broadcast.load.html"> |
| pyspark.Broadcast.load |
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| <a class="reference internal" href="../api/pyspark.Broadcast.load_from_path.html"> |
| pyspark.Broadcast.load_from_path |
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| <a class="reference internal" href="../api/pyspark.Broadcast.unpersist.html"> |
| pyspark.Broadcast.unpersist |
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| <a class="reference internal" href="../api/pyspark.Broadcast.value.html"> |
| pyspark.Broadcast.value |
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| pyspark.Accumulator.add |
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| <a class="reference internal" href="../api/pyspark.Accumulator.value.html"> |
| pyspark.Accumulator.value |
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| <a class="reference internal" href="../api/pyspark.AccumulatorParam.addInPlace.html"> |
| pyspark.AccumulatorParam.addInPlace |
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| pyspark.AccumulatorParam.zero |
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| pyspark.inheritable_thread_target |
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| <a class="reference internal" href="../api/pyspark.SparkConf.contains.html"> |
| pyspark.SparkConf.contains |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.get.html"> |
| pyspark.SparkConf.get |
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| <div class="section" id="spark-session"> |
| <h1>Spark Session<a class="headerlink" href="#spark-session" title="Permalink to this headline">¶</a></h1> |
| <p>The entry point to programming Spark with the Dataset and DataFrame API. |
| To create a Spark session, you should use <code class="docutils literal notranslate"><span class="pre">SparkSession.builder</span></code> attribute. |
| See also <a class="reference internal" href="api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="pyspark.sql.SparkSession"><code class="xref py py-class docutils literal notranslate"><span class="pre">SparkSession</span></code></a>.</p> |
| <table class="longtable table autosummary"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.active.html#pyspark.sql.SparkSession.active" title="pyspark.sql.SparkSession.active"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.active</span></code></a>()</p></td> |
| <td><p>Returns the active or default <a class="reference internal" href="api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="pyspark.sql.SparkSession"><code class="xref py py-class docutils literal notranslate"><span class="pre">SparkSession</span></code></a> for the current thread, returned by the builder.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.appName.html#pyspark.sql.SparkSession.builder.appName" title="pyspark.sql.SparkSession.builder.appName"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.appName</span></code></a>(name)</p></td> |
| <td><p>Sets a name for the application, which will be shown in the Spark web UI.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.config.html#pyspark.sql.SparkSession.builder.config" title="pyspark.sql.SparkSession.builder.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.config</span></code></a>([key, value, …])</p></td> |
| <td><p>Sets a config option.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.enableHiveSupport.html#pyspark.sql.SparkSession.builder.enableHiveSupport" title="pyspark.sql.SparkSession.builder.enableHiveSupport"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.enableHiveSupport</span></code></a>()</p></td> |
| <td><p>Enables Hive support, including connectivity to a persistent Hive metastore, support for Hive SerDes, and Hive user-defined functions.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.getOrCreate.html#pyspark.sql.SparkSession.builder.getOrCreate" title="pyspark.sql.SparkSession.builder.getOrCreate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.getOrCreate</span></code></a>()</p></td> |
| <td><p>Gets an existing <a class="reference internal" href="api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="pyspark.sql.SparkSession"><code class="xref py py-class docutils literal notranslate"><span class="pre">SparkSession</span></code></a> or, if there is no existing one, creates a new one based on the options set in this builder.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.master.html#pyspark.sql.SparkSession.builder.master" title="pyspark.sql.SparkSession.builder.master"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.master</span></code></a>(master)</p></td> |
| <td><p>Sets the Spark master URL to connect to, such as “local” to run locally, “local[4]” to run locally with 4 cores, or “spark://master:7077” to run on a Spark standalone cluster.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.remote.html#pyspark.sql.SparkSession.builder.remote" title="pyspark.sql.SparkSession.builder.remote"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.remote</span></code></a>(url)</p></td> |
| <td><p>Sets the Spark remote URL to connect to, such as “sc://host:port” to run it via Spark Connect server.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.catalog.html#pyspark.sql.SparkSession.catalog" title="pyspark.sql.SparkSession.catalog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.catalog</span></code></a></p></td> |
| <td><p>Interface through which the user may create, drop, alter or query underlying databases, tables, functions, etc.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.conf.html#pyspark.sql.SparkSession.conf" title="pyspark.sql.SparkSession.conf"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.conf</span></code></a></p></td> |
| <td><p>Runtime configuration interface for Spark.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.createDataFrame.html#pyspark.sql.SparkSession.createDataFrame" title="pyspark.sql.SparkSession.createDataFrame"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.createDataFrame</span></code></a>(data[, schema, …])</p></td> |
| <td><p>Creates a <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a> from an <code class="xref py py-class docutils literal notranslate"><span class="pre">RDD</span></code>, a list, a <code class="xref py py-class docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code> or a <code class="xref py py-class docutils literal notranslate"><span class="pre">numpy.ndarray</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.getActiveSession.html#pyspark.sql.SparkSession.getActiveSession" title="pyspark.sql.SparkSession.getActiveSession"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.getActiveSession</span></code></a>()</p></td> |
| <td><p>Returns the active <a class="reference internal" href="api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="pyspark.sql.SparkSession"><code class="xref py py-class docutils literal notranslate"><span class="pre">SparkSession</span></code></a> for the current thread, returned by the builder</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.newSession.html#pyspark.sql.SparkSession.newSession" title="pyspark.sql.SparkSession.newSession"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.newSession</span></code></a>()</p></td> |
| <td><p>Returns a new <a class="reference internal" href="api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="pyspark.sql.SparkSession"><code class="xref py py-class docutils literal notranslate"><span class="pre">SparkSession</span></code></a> as new session, that has separate SQLConf, registered temporary views and UDFs, but shared <code class="xref py py-class docutils literal notranslate"><span class="pre">SparkContext</span></code> and table cache.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.range.html#pyspark.sql.SparkSession.range" title="pyspark.sql.SparkSession.range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.range</span></code></a>(start[, end, step, …])</p></td> |
| <td><p>Create a <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a> with single <a class="reference internal" href="api/pyspark.sql.types.LongType.html#pyspark.sql.types.LongType" title="pyspark.sql.types.LongType"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyspark.sql.types.LongType</span></code></a> column named <code class="docutils literal notranslate"><span class="pre">id</span></code>, containing elements in a range from <code class="docutils literal notranslate"><span class="pre">start</span></code> to <code class="docutils literal notranslate"><span class="pre">end</span></code> (exclusive) with step value <code class="docutils literal notranslate"><span class="pre">step</span></code>.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.read.html#pyspark.sql.SparkSession.read" title="pyspark.sql.SparkSession.read"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.read</span></code></a></p></td> |
| <td><p>Returns a <a class="reference internal" href="api/pyspark.sql.DataFrameReader.html#pyspark.sql.DataFrameReader" title="pyspark.sql.DataFrameReader"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrameReader</span></code></a> that can be used to read data in as a <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.readStream.html#pyspark.sql.SparkSession.readStream" title="pyspark.sql.SparkSession.readStream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.readStream</span></code></a></p></td> |
| <td><p>Returns a <code class="xref py py-class docutils literal notranslate"><span class="pre">DataStreamReader</span></code> that can be used to read data streams as a streaming <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a>.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.sparkContext.html#pyspark.sql.SparkSession.sparkContext" title="pyspark.sql.SparkSession.sparkContext"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.sparkContext</span></code></a></p></td> |
| <td><p>Returns the underlying <code class="xref py py-class docutils literal notranslate"><span class="pre">SparkContext</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.sql.html#pyspark.sql.SparkSession.sql" title="pyspark.sql.SparkSession.sql"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.sql</span></code></a>(sqlQuery[, args])</p></td> |
| <td><p>Returns a <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a> representing the result of the given query.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.stop.html#pyspark.sql.SparkSession.stop" title="pyspark.sql.SparkSession.stop"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.stop</span></code></a>()</p></td> |
| <td><p>Stop the underlying <code class="xref py py-class docutils literal notranslate"><span class="pre">SparkContext</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.streams.html#pyspark.sql.SparkSession.streams" title="pyspark.sql.SparkSession.streams"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.streams</span></code></a></p></td> |
| <td><p>Returns a <code class="xref py py-class docutils literal notranslate"><span class="pre">StreamingQueryManager</span></code> that allows managing all the <code class="xref py py-class docutils literal notranslate"><span class="pre">StreamingQuery</span></code> instances active on <cite>this</cite> context.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.table.html#pyspark.sql.SparkSession.table" title="pyspark.sql.SparkSession.table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.table</span></code></a>(tableName)</p></td> |
| <td><p>Returns the specified table as a <a class="reference internal" href="api/pyspark.sql.DataFrame.html#pyspark.sql.DataFrame" title="pyspark.sql.DataFrame"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></a>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.udf.html#pyspark.sql.SparkSession.udf" title="pyspark.sql.SparkSession.udf"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.udf</span></code></a></p></td> |
| <td><p>Returns a <a class="reference internal" href="api/pyspark.sql.UDFRegistration.html#pyspark.sql.UDFRegistration" title="pyspark.sql.UDFRegistration"><code class="xref py py-class docutils literal notranslate"><span class="pre">UDFRegistration</span></code></a> for UDF registration.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.udtf.html#pyspark.sql.SparkSession.udtf" title="pyspark.sql.SparkSession.udtf"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.udtf</span></code></a></p></td> |
| <td><p>Returns a <a class="reference internal" href="api/pyspark.sql.UDTFRegistration.html#pyspark.sql.UDTFRegistration" title="pyspark.sql.UDTFRegistration"><code class="xref py py-class docutils literal notranslate"><span class="pre">UDTFRegistration</span></code></a> for UDTF registration.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.version.html#pyspark.sql.SparkSession.version" title="pyspark.sql.SparkSession.version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.version</span></code></a></p></td> |
| <td><p>The version of Spark on which this application is running.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| <div class="section" id="spark-connect-only"> |
| <h2>Spark Connect Only<a class="headerlink" href="#spark-connect-only" title="Permalink to this headline">¶</a></h2> |
| <table class="longtable table autosummary"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.create.html#pyspark.sql.SparkSession.builder.create" title="pyspark.sql.SparkSession.builder.create"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.builder.create</span></code></a>()</p></td> |
| <td><p>Creates a new SparkSession.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.addArtifact.html#pyspark.sql.SparkSession.addArtifact" title="pyspark.sql.SparkSession.addArtifact"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.addArtifact</span></code></a>(*path[, pyfile, …])</p></td> |
| <td><p>Add artifact(s) to the client session.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.addArtifacts.html#pyspark.sql.SparkSession.addArtifacts" title="pyspark.sql.SparkSession.addArtifacts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.addArtifacts</span></code></a>(*path[, pyfile, …])</p></td> |
| <td><p>Add artifact(s) to the client session.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.copyFromLocalToFs.html#pyspark.sql.SparkSession.copyFromLocalToFs" title="pyspark.sql.SparkSession.copyFromLocalToFs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.copyFromLocalToFs</span></code></a>(local_path, …)</p></td> |
| <td><p>Copy file from local to cloud storage file system.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.client.html#pyspark.sql.SparkSession.client" title="pyspark.sql.SparkSession.client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.client</span></code></a></p></td> |
| <td><p>Gives access to the Spark Connect client.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.interruptAll.html#pyspark.sql.SparkSession.interruptAll" title="pyspark.sql.SparkSession.interruptAll"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.interruptAll</span></code></a>()</p></td> |
| <td><p>Interrupt all operations of this session currently running on the connected server.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.interruptTag.html#pyspark.sql.SparkSession.interruptTag" title="pyspark.sql.SparkSession.interruptTag"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.interruptTag</span></code></a>(tag)</p></td> |
| <td><p>Interrupt all operations of this session with the given operation tag.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.interruptOperation.html#pyspark.sql.SparkSession.interruptOperation" title="pyspark.sql.SparkSession.interruptOperation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.interruptOperation</span></code></a>(op_id)</p></td> |
| <td><p>Interrupt an operation of this session with the given operationId.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.addTag.html#pyspark.sql.SparkSession.addTag" title="pyspark.sql.SparkSession.addTag"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.addTag</span></code></a>(tag)</p></td> |
| <td><p>Add a tag to be assigned to all the operations started by this thread in this session.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.removeTag.html#pyspark.sql.SparkSession.removeTag" title="pyspark.sql.SparkSession.removeTag"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.removeTag</span></code></a>(tag)</p></td> |
| <td><p>Remove a tag previously added to be assigned to all the operations started by this thread in this session.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.getTags.html#pyspark.sql.SparkSession.getTags" title="pyspark.sql.SparkSession.getTags"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.getTags</span></code></a>()</p></td> |
| <td><p>Get the tags that are currently set to be assigned to all the operations started by this thread.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.SparkSession.clearTags.html#pyspark.sql.SparkSession.clearTags" title="pyspark.sql.SparkSession.clearTags"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SparkSession.clearTags</span></code></a>()</p></td> |
| <td><p>Clear the current thread’s operation tags.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| </div> |
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