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| pyspark.RDD.getCheckpointFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.getNumPartitions.html"> |
| pyspark.RDD.getNumPartitions |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.getResourceProfile.html"> |
| pyspark.RDD.getResourceProfile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.getStorageLevel.html"> |
| pyspark.RDD.getStorageLevel |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.glom.html"> |
| pyspark.RDD.glom |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.groupBy.html"> |
| pyspark.RDD.groupBy |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.groupByKey.html"> |
| pyspark.RDD.groupByKey |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.groupWith.html"> |
| pyspark.RDD.groupWith |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.histogram.html"> |
| pyspark.RDD.histogram |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.id.html"> |
| pyspark.RDD.id |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.intersection.html"> |
| pyspark.RDD.intersection |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.isCheckpointed.html"> |
| pyspark.RDD.isCheckpointed |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.isEmpty.html"> |
| pyspark.RDD.isEmpty |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.isLocallyCheckpointed.html"> |
| pyspark.RDD.isLocallyCheckpointed |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.join.html"> |
| pyspark.RDD.join |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.keyBy.html"> |
| pyspark.RDD.keyBy |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.keys.html"> |
| pyspark.RDD.keys |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.leftOuterJoin.html"> |
| pyspark.RDD.leftOuterJoin |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.localCheckpoint.html"> |
| pyspark.RDD.localCheckpoint |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.lookup.html"> |
| pyspark.RDD.lookup |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.map.html"> |
| pyspark.RDD.map |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapPartitions.html"> |
| pyspark.RDD.mapPartitions |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapPartitionsWithIndex.html"> |
| pyspark.RDD.mapPartitionsWithIndex |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapPartitionsWithSplit.html"> |
| pyspark.RDD.mapPartitionsWithSplit |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mapValues.html"> |
| pyspark.RDD.mapValues |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.max.html"> |
| pyspark.RDD.max |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.mean.html"> |
| pyspark.RDD.mean |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.meanApprox.html"> |
| pyspark.RDD.meanApprox |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.min.html"> |
| pyspark.RDD.min |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.name.html"> |
| pyspark.RDD.name |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.partitionBy.html"> |
| pyspark.RDD.partitionBy |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.persist.html"> |
| pyspark.RDD.persist |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.pipe.html"> |
| pyspark.RDD.pipe |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.randomSplit.html"> |
| pyspark.RDD.randomSplit |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.reduce.html"> |
| pyspark.RDD.reduce |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.reduceByKey.html"> |
| pyspark.RDD.reduceByKey |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.reduceByKeyLocally.html"> |
| pyspark.RDD.reduceByKeyLocally |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.repartition.html"> |
| pyspark.RDD.repartition |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.repartitionAndSortWithinPartitions.html"> |
| pyspark.RDD.repartitionAndSortWithinPartitions |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.rightOuterJoin.html"> |
| pyspark.RDD.rightOuterJoin |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sample.html"> |
| pyspark.RDD.sample |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sampleByKey.html"> |
| pyspark.RDD.sampleByKey |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sampleStdev.html"> |
| pyspark.RDD.sampleStdev |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sampleVariance.html"> |
| pyspark.RDD.sampleVariance |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsHadoopDataset.html"> |
| pyspark.RDD.saveAsHadoopDataset |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsHadoopFile.html"> |
| pyspark.RDD.saveAsHadoopFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsNewAPIHadoopDataset.html"> |
| pyspark.RDD.saveAsNewAPIHadoopDataset |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsNewAPIHadoopFile.html"> |
| pyspark.RDD.saveAsNewAPIHadoopFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsPickleFile.html"> |
| pyspark.RDD.saveAsPickleFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsSequenceFile.html"> |
| pyspark.RDD.saveAsSequenceFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.saveAsTextFile.html"> |
| pyspark.RDD.saveAsTextFile |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.setName.html"> |
| pyspark.RDD.setName |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sortBy.html"> |
| pyspark.RDD.sortBy |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sortByKey.html"> |
| pyspark.RDD.sortByKey |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.stats.html"> |
| pyspark.RDD.stats |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.stdev.html"> |
| pyspark.RDD.stdev |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.subtract.html"> |
| pyspark.RDD.subtract |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.subtractByKey.html"> |
| pyspark.RDD.subtractByKey |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sum.html"> |
| pyspark.RDD.sum |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.sumApprox.html"> |
| pyspark.RDD.sumApprox |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.take.html"> |
| pyspark.RDD.take |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.takeOrdered.html"> |
| pyspark.RDD.takeOrdered |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.takeSample.html"> |
| pyspark.RDD.takeSample |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.toDebugString.html"> |
| pyspark.RDD.toDebugString |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.toLocalIterator.html"> |
| pyspark.RDD.toLocalIterator |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.top.html"> |
| pyspark.RDD.top |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.treeAggregate.html"> |
| pyspark.RDD.treeAggregate |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.treeReduce.html"> |
| pyspark.RDD.treeReduce |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.union.html"> |
| pyspark.RDD.union |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.unpersist.html"> |
| pyspark.RDD.unpersist |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.values.html"> |
| pyspark.RDD.values |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.variance.html"> |
| pyspark.RDD.variance |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.withResources.html"> |
| pyspark.RDD.withResources |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.zip.html"> |
| pyspark.RDD.zip |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.zipWithIndex.html"> |
| pyspark.RDD.zipWithIndex |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.RDD.zipWithUniqueId.html"> |
| pyspark.RDD.zipWithUniqueId |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.destroy.html"> |
| pyspark.Broadcast.destroy |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.dump.html"> |
| pyspark.Broadcast.dump |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.load.html"> |
| pyspark.Broadcast.load |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.load_from_path.html"> |
| pyspark.Broadcast.load_from_path |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.unpersist.html"> |
| pyspark.Broadcast.unpersist |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Broadcast.value.html"> |
| pyspark.Broadcast.value |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Accumulator.add.html"> |
| pyspark.Accumulator.add |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.Accumulator.value.html"> |
| pyspark.Accumulator.value |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.AccumulatorParam.addInPlace.html"> |
| pyspark.AccumulatorParam.addInPlace |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.AccumulatorParam.zero.html"> |
| pyspark.AccumulatorParam.zero |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.inheritable_thread_target.html"> |
| pyspark.inheritable_thread_target |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.contains.html"> |
| pyspark.SparkConf.contains |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.get.html"> |
| pyspark.SparkConf.get |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.getAll.html"> |
| pyspark.SparkConf.getAll |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.set.html"> |
| pyspark.SparkConf.set |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setAll.html"> |
| pyspark.SparkConf.setAll |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setAppName.html"> |
| pyspark.SparkConf.setAppName |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setExecutorEnv.html"> |
| pyspark.SparkConf.setExecutorEnv |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setIfMissing.html"> |
| pyspark.SparkConf.setIfMissing |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setMaster.html"> |
| pyspark.SparkConf.setMaster |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.setSparkHome.html"> |
| pyspark.SparkConf.setSparkHome |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkConf.toDebugString.html"> |
| pyspark.SparkConf.toDebugString |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkFiles.get.html"> |
| pyspark.SparkFiles.get |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.SparkFiles.getRootDirectory.html"> |
| pyspark.SparkFiles.getRootDirectory |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.DISK_ONLY.html"> |
| pyspark.StorageLevel.DISK_ONLY |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.DISK_ONLY_2.html"> |
| pyspark.StorageLevel.DISK_ONLY_2 |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.DISK_ONLY_3.html"> |
| pyspark.StorageLevel.DISK_ONLY_3 |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.MEMORY_AND_DISK.html"> |
| pyspark.StorageLevel.MEMORY_AND_DISK |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.MEMORY_AND_DISK_2.html"> |
| pyspark.StorageLevel.MEMORY_AND_DISK_2 |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.MEMORY_AND_DISK_DESER.html"> |
| pyspark.StorageLevel.MEMORY_AND_DISK_DESER |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.MEMORY_ONLY.html"> |
| pyspark.StorageLevel.MEMORY_ONLY |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.MEMORY_ONLY_2.html"> |
| pyspark.StorageLevel.MEMORY_ONLY_2 |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.StorageLevel.OFF_HEAP.html"> |
| pyspark.StorageLevel.OFF_HEAP |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.attemptNumber.html"> |
| pyspark.TaskContext.attemptNumber |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.cpus.html"> |
| pyspark.TaskContext.cpus |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.get.html"> |
| pyspark.TaskContext.get |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.getLocalProperty.html"> |
| pyspark.TaskContext.getLocalProperty |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.partitionId.html"> |
| pyspark.TaskContext.partitionId |
| </a> |
| </li> |
| <li class="toctree-l2"> |
| <a class="reference internal" href="../api/pyspark.TaskContext.resources.html"> |
| pyspark.TaskContext.resources |
| </a> |
| </li> |
| <li class="toctree-l2"> |
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| |
| <div class="section" id="input-output"> |
| <span id="api-io"></span><h1>Input/Output<a class="headerlink" href="#input-output" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="data-generator"> |
| <h2>Data Generator<a class="headerlink" href="#data-generator" 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.pandas.range.html#pyspark.pandas.range" title="pyspark.pandas.range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">range</span></code></a>(start[, end, step, num_partitions])</p></td> |
| <td><p>Create a DataFrame with some range of numbers.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="spark-metastore-table"> |
| <h2>Spark Metastore Table<a class="headerlink" href="#spark-metastore-table" 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.pandas.read_table.html#pyspark.pandas.read_table" title="pyspark.pandas.read_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_table</span></code></a>(name[, index_col])</p></td> |
| <td><p>Read a Spark table and return a DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_table.html#pyspark.pandas.DataFrame.to_table" title="pyspark.pandas.DataFrame.to_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_table</span></code></a>(name[, format, mode, …])</p></td> |
| <td><p>Write the DataFrame into a Spark table.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="delta-lake"> |
| <h2>Delta Lake<a class="headerlink" href="#delta-lake" 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.pandas.read_delta.html#pyspark.pandas.read_delta" title="pyspark.pandas.read_delta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_delta</span></code></a>(path[, version, timestamp, index_col])</p></td> |
| <td><p>Read a Delta Lake table on some file system and return a DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_delta.html#pyspark.pandas.DataFrame.to_delta" title="pyspark.pandas.DataFrame.to_delta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_delta</span></code></a>(path[, mode, …])</p></td> |
| <td><p>Write the DataFrame out as a Delta Lake table.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="parquet"> |
| <h2>Parquet<a class="headerlink" href="#parquet" 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.pandas.read_parquet.html#pyspark.pandas.read_parquet" title="pyspark.pandas.read_parquet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_parquet</span></code></a>(path[, columns, index_col, …])</p></td> |
| <td><p>Load a parquet object from the file path, returning a DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_parquet.html#pyspark.pandas.DataFrame.to_parquet" title="pyspark.pandas.DataFrame.to_parquet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_parquet</span></code></a>(path[, mode, …])</p></td> |
| <td><p>Write the DataFrame out as a Parquet file or directory.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="orc"> |
| <h2>ORC<a class="headerlink" href="#orc" 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.pandas.read_orc.html#pyspark.pandas.read_orc" title="pyspark.pandas.read_orc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_orc</span></code></a>(path[, columns, index_col])</p></td> |
| <td><p>Load an ORC object from the file path, returning a DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_orc.html#pyspark.pandas.DataFrame.to_orc" title="pyspark.pandas.DataFrame.to_orc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_orc</span></code></a>(path[, mode, …])</p></td> |
| <td><p>Write a DataFrame to the ORC format.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="generic-spark-i-o"> |
| <h2>Generic Spark I/O<a class="headerlink" href="#generic-spark-i-o" 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.pandas.read_spark_io.html#pyspark.pandas.read_spark_io" title="pyspark.pandas.read_spark_io"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_spark_io</span></code></a>([path, format, schema, index_col])</p></td> |
| <td><p>Load a DataFrame from a Spark data source.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_spark_io.html#pyspark.pandas.DataFrame.to_spark_io" title="pyspark.pandas.DataFrame.to_spark_io"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_spark_io</span></code></a>([path, format, mode, …])</p></td> |
| <td><p>Write the DataFrame out to a Spark data source.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="flat-file-csv"> |
| <h2>Flat File / CSV<a class="headerlink" href="#flat-file-csv" 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.pandas.read_csv.html#pyspark.pandas.read_csv" title="pyspark.pandas.read_csv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_csv</span></code></a>(path[, sep, header, names, …])</p></td> |
| <td><p>Read CSV (comma-separated) file into DataFrame or Series.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_csv.html#pyspark.pandas.DataFrame.to_csv" title="pyspark.pandas.DataFrame.to_csv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_csv</span></code></a>([path, sep, na_rep, …])</p></td> |
| <td><p>Write object to a comma-separated values (csv) file.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="clipboard"> |
| <h2>Clipboard<a class="headerlink" href="#clipboard" 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.pandas.read_clipboard.html#pyspark.pandas.read_clipboard" title="pyspark.pandas.read_clipboard"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_clipboard</span></code></a>([sep])</p></td> |
| <td><p>Read text from clipboard and pass to read_csv.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_clipboard.html#pyspark.pandas.DataFrame.to_clipboard" title="pyspark.pandas.DataFrame.to_clipboard"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_clipboard</span></code></a>([excel, sep])</p></td> |
| <td><p>Copy object to the system clipboard.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="excel"> |
| <h2>Excel<a class="headerlink" href="#excel" 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.pandas.read_excel.html#pyspark.pandas.read_excel" title="pyspark.pandas.read_excel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_excel</span></code></a>(io[, sheet_name, header, names, …])</p></td> |
| <td><p>Read an Excel file into a pandas-on-Spark DataFrame or Series.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_excel.html#pyspark.pandas.DataFrame.to_excel" title="pyspark.pandas.DataFrame.to_excel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_excel</span></code></a>(excel_writer[, …])</p></td> |
| <td><p>Write object to an Excel sheet.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="json"> |
| <h2>JSON<a class="headerlink" href="#json" 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.pandas.read_json.html#pyspark.pandas.read_json" title="pyspark.pandas.read_json"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_json</span></code></a>(path[, lines, index_col])</p></td> |
| <td><p>Convert a JSON string to DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_json.html#pyspark.pandas.DataFrame.to_json" title="pyspark.pandas.DataFrame.to_json"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_json</span></code></a>([path, compression, …])</p></td> |
| <td><p>Convert the object to a JSON string.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="html"> |
| <h2>HTML<a class="headerlink" href="#html" 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.pandas.read_html.html#pyspark.pandas.read_html" title="pyspark.pandas.read_html"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_html</span></code></a>(io[, match, flavor, header, …])</p></td> |
| <td><p>Read HTML tables into a <code class="docutils literal notranslate"><span class="pre">list</span></code> of <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> objects.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.DataFrame.to_html.html#pyspark.pandas.DataFrame.to_html" title="pyspark.pandas.DataFrame.to_html"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.to_html</span></code></a>([buf, columns, col_space, …])</p></td> |
| <td><p>Render a DataFrame as an HTML table.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="sql"> |
| <h2>SQL<a class="headerlink" href="#sql" 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.pandas.read_sql_table.html#pyspark.pandas.read_sql_table" title="pyspark.pandas.read_sql_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_sql_table</span></code></a>(table_name, con[, schema, …])</p></td> |
| <td><p>Read SQL database table into a DataFrame.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.pandas.read_sql_query.html#pyspark.pandas.read_sql_query" title="pyspark.pandas.read_sql_query"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_sql_query</span></code></a>(sql, con[, index_col])</p></td> |
| <td><p>Read SQL query into a DataFrame.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.pandas.read_sql.html#pyspark.pandas.read_sql" title="pyspark.pandas.read_sql"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_sql</span></code></a>(sql, con[, index_col, columns])</p></td> |
| <td><p>Read SQL query or database table into a DataFrame.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| </div> |
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