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| pyspark.sql.DataFrame.crossJoin |
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| pyspark.sql.DataFrame.melt |
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| pyspark.sql.DataFrame.orderBy |
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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.sql.DataFrame.select |
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| pyspark.sql.DataFrame.selectExpr |
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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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| pyspark.SparkConf.getAll |
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| pyspark.SparkConf.set |
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| <a class="reference internal" href="../api/pyspark.SparkConf.setAll.html"> |
| pyspark.SparkConf.setAll |
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| </li> |
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| <a class="reference internal" href="../api/pyspark.SparkConf.setAppName.html"> |
| pyspark.SparkConf.setAppName |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setExecutorEnv.html"> |
| pyspark.SparkConf.setExecutorEnv |
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| <a class="reference internal" href="../api/pyspark.SparkConf.setIfMissing.html"> |
| pyspark.SparkConf.setIfMissing |
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| pyspark.SparkConf.setMaster |
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| pyspark.SparkConf.setSparkHome |
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| pyspark.SparkConf.toDebugString |
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| pyspark.SparkFiles.get |
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| pyspark.SparkFiles.getRootDirectory |
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| pyspark.StorageLevel.DISK_ONLY |
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| pyspark.TaskContext.get |
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| <a class="reference internal" href="../api/pyspark.TaskContext.getLocalProperty.html"> |
| pyspark.TaskContext.getLocalProperty |
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| pyspark.TaskContext.resources |
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| <a class="reference internal" href="../api/pyspark.TaskContext.stageId.html"> |
| pyspark.TaskContext.stageId |
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| <a class="reference internal" href="../api/pyspark.TaskContext.taskAttemptId.html"> |
| pyspark.TaskContext.taskAttemptId |
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| <a class="reference internal" href="../api/pyspark.RDDBarrier.mapPartitions.html"> |
| pyspark.RDDBarrier.mapPartitions |
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| <a class="reference internal" href="../api/pyspark.RDDBarrier.mapPartitionsWithIndex.html"> |
| pyspark.RDDBarrier.mapPartitionsWithIndex |
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| pyspark.BarrierTaskContext.allGather |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.attemptNumber.html"> |
| pyspark.BarrierTaskContext.attemptNumber |
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| pyspark.BarrierTaskContext.barrier |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.cpus.html"> |
| pyspark.BarrierTaskContext.cpus |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.get.html"> |
| pyspark.BarrierTaskContext.get |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.getLocalProperty.html"> |
| pyspark.BarrierTaskContext.getLocalProperty |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.getTaskInfos.html"> |
| pyspark.BarrierTaskContext.getTaskInfos |
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| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.partitionId.html"> |
| pyspark.BarrierTaskContext.partitionId |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.resources.html"> |
| pyspark.BarrierTaskContext.resources |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.stageId.html"> |
| pyspark.BarrierTaskContext.stageId |
| </a> |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.BarrierTaskContext.taskAttemptId.html"> |
| pyspark.BarrierTaskContext.taskAttemptId |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.util.VersionUtils.majorMinorVersion.html"> |
| pyspark.util.VersionUtils.majorMinorVersion |
| </a> |
| </li> |
| </ul> |
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| Resource Management |
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| <a class="reference internal" href="../api/pyspark.resource.ResourceInformation.html"> |
| pyspark.resource.ResourceInformation |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.ResourceProfile.html"> |
| pyspark.resource.ResourceProfile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.ResourceProfileBuilder.html"> |
| pyspark.resource.ResourceProfileBuilder |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.ExecutorResourceRequest.html"> |
| pyspark.resource.ExecutorResourceRequest |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.ExecutorResourceRequests.html"> |
| pyspark.resource.ExecutorResourceRequests |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.TaskResourceRequest.html"> |
| pyspark.resource.TaskResourceRequest |
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| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.resource.TaskResourceRequests.html"> |
| pyspark.resource.TaskResourceRequests |
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| pyspark.errors.PySparkException |
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| <a class="reference internal" href="../api/pyspark.errors.AnalysisException.html"> |
| pyspark.errors.AnalysisException |
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| <a class="reference internal" href="../api/pyspark.errors.TempTableAlreadyExistsException.html"> |
| pyspark.errors.TempTableAlreadyExistsException |
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| <a class="reference internal" href="../api/pyspark.errors.ParseException.html"> |
| pyspark.errors.ParseException |
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| <a class="reference internal" href="../api/pyspark.errors.IllegalArgumentException.html"> |
| pyspark.errors.IllegalArgumentException |
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| <a class="reference internal" href="../api/pyspark.errors.StreamingQueryException.html"> |
| pyspark.errors.StreamingQueryException |
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| <a class="reference internal" href="../api/pyspark.errors.QueryExecutionException.html"> |
| pyspark.errors.QueryExecutionException |
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| <a class="reference internal" href="../api/pyspark.errors.PythonException.html"> |
| pyspark.errors.PythonException |
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| <a class="reference internal" href="../api/pyspark.errors.UnknownException.html"> |
| pyspark.errors.UnknownException |
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| <a class="reference internal" href="../api/pyspark.errors.SparkUpgradeException.html"> |
| pyspark.errors.SparkUpgradeException |
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| <a class="reference internal" href="../api/pyspark.errors.PySparkException.getErrorClass.html"> |
| pyspark.errors.PySparkException.getErrorClass |
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| <a class="reference internal" href="../api/pyspark.errors.PySparkException.getMessageParameters.html"> |
| pyspark.errors.PySparkException.getMessageParameters |
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| pyspark.errors.PySparkException.getSqlState |
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| <div class="section" id="spark-sql"> |
| <h1>Spark SQL<a class="headerlink" href="#spark-sql" title="Permalink to this headline">¶</a></h1> |
| <p>This page gives an overview of all public Spark SQL API.</p> |
| <div class="toctree-wrapper compound"> |
| <ul> |
| <li class="toctree-l1"><a class="reference internal" href="core_classes.html">Core Classes</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.html">pyspark.sql.SparkSession</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.html">pyspark.sql.Catalog</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrame.html">pyspark.sql.DataFrame</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.html">pyspark.sql.Column</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Observation.html">pyspark.sql.Observation</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Row.html">pyspark.sql.Row</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.html">pyspark.sql.GroupedData</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.PandasCogroupedOps.html">pyspark.sql.PandasCogroupedOps</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameNaFunctions.html">pyspark.sql.DataFrameNaFunctions</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameStatFunctions.html">pyspark.sql.DataFrameStatFunctions</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Window.html">pyspark.sql.Window</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameReader.html">pyspark.sql.DataFrameReader</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameWriter.html">pyspark.sql.DataFrameWriter</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameWriterV2.html">pyspark.sql.DataFrameWriterV2</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.UDFRegistration.html">pyspark.sql.UDFRegistration</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.UDTFRegistration.html">pyspark.sql.UDTFRegistration</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.udf.UserDefinedFunction.html">pyspark.sql.udf.UserDefinedFunction</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.udtf.UserDefinedTableFunction.html">pyspark.sql.udtf.UserDefinedTableFunction</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="spark_session.html">Spark Session</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.active.html">pyspark.sql.SparkSession.active</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.appName.html">pyspark.sql.SparkSession.builder.appName</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.config.html">pyspark.sql.SparkSession.builder.config</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.enableHiveSupport.html">pyspark.sql.SparkSession.builder.enableHiveSupport</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.getOrCreate.html">pyspark.sql.SparkSession.builder.getOrCreate</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.master.html">pyspark.sql.SparkSession.builder.master</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.builder.remote.html">pyspark.sql.SparkSession.builder.remote</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.catalog.html">pyspark.sql.SparkSession.catalog</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.conf.html">pyspark.sql.SparkSession.conf</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.createDataFrame.html">pyspark.sql.SparkSession.createDataFrame</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.getActiveSession.html">pyspark.sql.SparkSession.getActiveSession</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.newSession.html">pyspark.sql.SparkSession.newSession</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.range.html">pyspark.sql.SparkSession.range</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.read.html">pyspark.sql.SparkSession.read</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.readStream.html">pyspark.sql.SparkSession.readStream</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.sparkContext.html">pyspark.sql.SparkSession.sparkContext</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.sql.html">pyspark.sql.SparkSession.sql</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.stop.html">pyspark.sql.SparkSession.stop</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.streams.html">pyspark.sql.SparkSession.streams</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.table.html">pyspark.sql.SparkSession.table</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.udf.html">pyspark.sql.SparkSession.udf</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.udtf.html">pyspark.sql.SparkSession.udtf</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.SparkSession.version.html">pyspark.sql.SparkSession.version</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="spark_session.html#spark-connect-only">Spark Connect Only</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="configuration.html">Configuration</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.conf.RuntimeConfig.html">pyspark.sql.conf.RuntimeConfig</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="io.html">Input/Output</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.DataFrameReader.csv.html">pyspark.sql.DataFrameReader.csv</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.__getattr__.html">pyspark.sql.Column.__getattr__</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.__getitem__.html">pyspark.sql.Column.__getitem__</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.alias.html">pyspark.sql.Column.alias</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.astype.html">pyspark.sql.Column.astype</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.endswith.html">pyspark.sql.Column.endswith</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.getField.html">pyspark.sql.Column.getField</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.getItem.html">pyspark.sql.Column.getItem</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Column.ilike.html">pyspark.sql.Column.ilike</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.MapType.html">MapType</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.StringType.html">StringType</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.CharType.html">CharType</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.VarcharType.html">VarcharType</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.StructType.html">StructType</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.TimestampType.html">TimestampType</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.types.TimestampNTZType.html">TimestampNTZType</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Window.orderBy.html">pyspark.sql.Window.orderBy</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.WindowSpec.partitionBy.html">pyspark.sql.WindowSpec.partitionBy</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.WindowSpec.rowsBetween.html">pyspark.sql.WindowSpec.rowsBetween</a></li> |
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| <li class="toctree-l1"><a class="reference internal" href="grouping.html">Grouping</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.agg.html">pyspark.sql.GroupedData.agg</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.apply.html">pyspark.sql.GroupedData.apply</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.applyInPandas.html">pyspark.sql.GroupedData.applyInPandas</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.applyInPandasWithState.html">pyspark.sql.GroupedData.applyInPandasWithState</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.avg.html">pyspark.sql.GroupedData.avg</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.count.html">pyspark.sql.GroupedData.count</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.max.html">pyspark.sql.GroupedData.max</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.mean.html">pyspark.sql.GroupedData.mean</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.GroupedData.pivot.html">pyspark.sql.GroupedData.pivot</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.PandasCogroupedOps.applyInPandas.html">pyspark.sql.PandasCogroupedOps.applyInPandas</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.clearCache.html">pyspark.sql.Catalog.clearCache</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.dropGlobalTempView.html">pyspark.sql.Catalog.dropGlobalTempView</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.getFunction.html">pyspark.sql.Catalog.getFunction</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.isCached.html">pyspark.sql.Catalog.isCached</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.listCatalogs.html">pyspark.sql.Catalog.listCatalogs</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.listColumns.html">pyspark.sql.Catalog.listColumns</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.listDatabases.html">pyspark.sql.Catalog.listDatabases</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.listFunctions.html">pyspark.sql.Catalog.listFunctions</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.recoverPartitions.html">pyspark.sql.Catalog.recoverPartitions</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.registerFunction.html">pyspark.sql.Catalog.registerFunction</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Catalog.setCurrentDatabase.html">pyspark.sql.Catalog.setCurrentDatabase</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.avro.functions.from_avro.html">pyspark.sql.avro.functions.from_avro</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.avro.functions.to_avro.html">pyspark.sql.avro.functions.to_avro</a></li> |
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| <li class="toctree-l1"><a class="reference internal" href="observation.html">Observation</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.Observation.get.html">pyspark.sql.Observation.get</a></li> |
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| <li class="toctree-l1"><a class="reference internal" href="udf.html">UDF</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.udf.UserDefinedFunction.asNondeterministic.html">pyspark.sql.udf.UserDefinedFunction.asNondeterministic</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.udf.UserDefinedFunction.returnType.html">pyspark.sql.udf.UserDefinedFunction.returnType</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.UDFRegistration.register.html">pyspark.sql.UDFRegistration.register</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.UDFRegistration.registerJavaFunction.html">pyspark.sql.UDFRegistration.registerJavaFunction</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="api/pyspark.sql.UDFRegistration.registerJavaUDAF.html">pyspark.sql.UDFRegistration.registerJavaUDAF</a></li> |
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| <li class="toctree-l1"><a class="reference internal" href="udtf.html">UDTF</a><ul> |
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