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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Repartition</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for repartition 
{SparkR}"><tr><td>repartition {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>Repartition</h2>
+
+<h3>Description</h3>
+
+<p>The following options for repartition are possible:
+</p>
+
+<ul>
+<li><p>1. Return a new SparkDataFrame that has exactly 
<code>numPartitions</code>.
+</p>
+</li>
+<li><p>2. Return a new SparkDataFrame hash partitioned by
+the given columns into <code>numPartitions</code>.
+</p>
+</li>
+<li><p>3. Return a new SparkDataFrame hash partitioned by the given column(s),
+using <code>spark.sql.shuffle.partitions</code> as number of partitions.
+</p>
+</li></ul>
+
+
+
+<h3>Usage</h3>
+
+<pre>
+repartition(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+repartition(x, numPartitions = NULL,
+  col = NULL, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional column(s) to be used in the partitioning.</p>
+</td></tr>
+<tr valign="top"><td><code>numPartitions</code></td>
+<td>
+<p>the number of partitions to use.</p>
+</td></tr>
+<tr valign="top"><td><code>col</code></td>
+<td>
+<p>the column by which the partitioning will be performed.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>repartition since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="coalesce.html">coalesce</a>, <a 
href="repartitionByRange.html">repartitionByRange</a>
+</p>
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>, 
<code><a href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="schema.html">schema</a></code>, <code><a 
href="selectExpr.html">selectExpr</a></code>,
+<code><a href="select.html">select</a></code>, <code><a 
href="showDF.html">showDF</a></code>,
+<code><a href="show.html">show</a></code>, <code><a 
href="storageLevel.html">storageLevel</a></code>,
+<code><a href="str.html">str</a></code>, <code><a 
href="subset.html">subset</a></code>,
+<code><a href="summary.html">summary</a></code>, <code><a 
href="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</a></code>, <code><a 
href="unionByName.html">unionByName</a></code>,
+<code><a href="union.html">union</a></code>, <code><a 
href="unpersist.html">unpersist</a></code>,
+<code><a href="withColumn.html">withColumn</a></code>, <code><a 
href="withWatermark.html">withWatermark</a></code>,
+<code><a href="with.html">with</a></code>, <code><a 
href="write.df.html">write.df</a></code>,
+<code><a href="write.jdbc.html">write.jdbc</a></code>, <code><a 
href="write.json.html">write.json</a></code>,
+<code><a href="write.orc.html">write.orc</a></code>, <code><a 
href="write.parquet.html">write.parquet</a></code>,
+<code><a href="write.stream.html">write.stream</a></code>, <code><a 
href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D newDF &lt;- repartition(df, 2L)
+##D newDF &lt;- repartition(df, numPartitions = 2L)
+##D newDF &lt;- repartition(df, col = df$&quot;col1&quot;, df$&quot;col2&quot;)
+##D newDF &lt;- repartition(df, 3L, col = df$&quot;col1&quot;, 
df$&quot;col2&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/repartitionByRange.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Repartition by 
range</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for repartitionByRange 
{SparkR}"><tr><td>repartitionByRange {SparkR}</td><td style="text-align: 
right;">R Documentation</td></tr></table>
+
+<h2>Repartition by range</h2>
+
+<h3>Description</h3>
+
+<p>The following options for repartition by range are possible:
+</p>
+
+<ul>
+<li><p>1. Return a new SparkDataFrame range partitioned by
+the given columns into <code>numPartitions</code>.
+</p>
+</li>
+<li><p>2. Return a new SparkDataFrame range partitioned by the given column(s),
+using <code>spark.sql.shuffle.partitions</code> as number of partitions.
+</p>
+</li></ul>
+
+
+
+<h3>Usage</h3>
+
+<pre>
+repartitionByRange(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+repartitionByRange(x, numPartitions = NULL,
+  col = NULL, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional column(s) to be used in the range partitioning.</p>
+</td></tr>
+<tr valign="top"><td><code>numPartitions</code></td>
+<td>
+<p>the number of partitions to use.</p>
+</td></tr>
+<tr valign="top"><td><code>col</code></td>
+<td>
+<p>the column by which the range partitioning will be performed.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>repartitionByRange since 2.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="repartition.html">repartition</a>, <a 
href="coalesce.html">coalesce</a>
+</p>
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="schema.html">schema</a></code>, <code><a 
href="selectExpr.html">selectExpr</a></code>,
+<code><a href="select.html">select</a></code>, <code><a 
href="showDF.html">showDF</a></code>,
+<code><a href="show.html">show</a></code>, <code><a 
href="storageLevel.html">storageLevel</a></code>,
+<code><a href="str.html">str</a></code>, <code><a 
href="subset.html">subset</a></code>,
+<code><a href="summary.html">summary</a></code>, <code><a 
href="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</a></code>, <code><a 
href="unionByName.html">unionByName</a></code>,
+<code><a href="union.html">union</a></code>, <code><a 
href="unpersist.html">unpersist</a></code>,
+<code><a href="withColumn.html">withColumn</a></code>, <code><a 
href="withWatermark.html">withWatermark</a></code>,
+<code><a href="with.html">with</a></code>, <code><a 
href="write.df.html">write.df</a></code>,
+<code><a href="write.jdbc.html">write.jdbc</a></code>, <code><a 
href="write.json.html">write.json</a></code>,
+<code><a href="write.orc.html">write.orc</a></code>, <code><a 
href="write.parquet.html">write.parquet</a></code>,
+<code><a href="write.stream.html">write.stream</a></code>, <code><a 
href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D newDF &lt;- repartitionByRange(df, col = df$col1, df$col2)
+##D newDF &lt;- repartitionByRange(df, 3L, col = df$col1, df$col2)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/rollup.html
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+++ b/site/docs/2.4.0/api/R/rollup.html
@@ -0,0 +1,129 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: rollup</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for rollup {SparkR}"><tr><td>rollup 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>rollup</h2>
+
+<h3>Description</h3>
+
+<p>Create a multi-dimensional rollup for the SparkDataFrame using the 
specified columns.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+rollup(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+rollup(x, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>character name(s) or Column(s) to group on.</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>If grouping expression is missing <code>rollup</code> creates a single 
global aggregate and is
+equivalent to direct application of <a href="summarize.html">agg</a>.
+</p>
+
+
+<h3>Value</h3>
+
+<p>A GroupedData.
+</p>
+
+
+<h3>Note</h3>
+
+<p>rollup since 2.3.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="summarize.html">agg</a>, <a href="cube.html">cube</a>, <a 
href="groupBy.html">groupBy</a>
+</p>
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="sample.html">sample</a></code>,
+<code><a href="saveAsTable.html">saveAsTable</a></code>, <code><a 
href="schema.html">schema</a></code>,
+<code><a href="selectExpr.html">selectExpr</a></code>, <code><a 
href="select.html">select</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D df &lt;- createDataFrame(mtcars)
+##D mean(rollup(df, &quot;cyl&quot;, &quot;gear&quot;, &quot;am&quot;), 
&quot;mpg&quot;)
+##D 
+##D # Following calls are equivalent
+##D agg(rollup(df), mean(df$mpg))
+##D agg(df, mean(df$mpg))
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/rowsBetween.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: rowsBetween</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for rowsBetween 
{SparkR}"><tr><td>rowsBetween {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>rowsBetween</h2>
+
+<h3>Description</h3>
+
+<p>Defines the frame boundaries, from <code>start</code> (inclusive) to 
<code>end</code> (inclusive).
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+rowsBetween(x, start, end)
+
+## S4 method for signature 'WindowSpec,numeric,numeric'
+rowsBetween(x, start, end)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a WindowSpec</p>
+</td></tr>
+<tr valign="top"><td><code>start</code></td>
+<td>
+<p>boundary start, inclusive.
+The frame is unbounded if this is the minimum long value.</p>
+</td></tr>
+<tr valign="top"><td><code>end</code></td>
+<td>
+<p>boundary end, inclusive.
+The frame is unbounded if this is the maximum long value.</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>Both <code>start</code> and <code>end</code> are relative positions from 
the current row. For example,
+&quot;0&quot; means &quot;current row&quot;, while &quot;-1&quot; means the 
row before the current row, and &quot;5&quot; means the
+fifth row after the current row.
+</p>
+
+
+<h3>Value</h3>
+
+<p>a WindowSpec
+</p>
+
+
+<h3>Note</h3>
+
+<p>rowsBetween since 2.0.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other windowspec_method: <code><a href="orderBy.html">orderBy</a></code>,
+<code><a href="partitionBy.html">partitionBy</a></code>, <code><a 
href="rangeBetween.html">rangeBetween</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D   rowsBetween(ws, 0, 3)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/sample.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Sample</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for sample {SparkR}"><tr><td>sample 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Sample</h2>
+
+<h3>Description</h3>
+
+<p>Return a sampled subset of this SparkDataFrame using a random seed.
+Note: this is not guaranteed to provide exactly the fraction specified
+of the total count of of the given SparkDataFrame.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+sample(x, withReplacement = FALSE, fraction, seed)
+
+sample_frac(x, withReplacement = FALSE, fraction, seed)
+
+## S4 method for signature 'SparkDataFrame'
+sample(x, withReplacement = FALSE, fraction,
+  seed)
+
+## S4 method for signature 'SparkDataFrame'
+sample_frac(x, withReplacement = FALSE,
+  fraction, seed)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>A SparkDataFrame</p>
+</td></tr>
+<tr valign="top"><td><code>withReplacement</code></td>
+<td>
+<p>Sampling with replacement or not</p>
+</td></tr>
+<tr valign="top"><td><code>fraction</code></td>
+<td>
+<p>The (rough) sample target fraction</p>
+</td></tr>
+<tr valign="top"><td><code>seed</code></td>
+<td>
+<p>Randomness seed value. Default is a random seed.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>sample since 1.4.0
+</p>
+<p>sample_frac since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="saveAsTable.html">saveAsTable</a></code>, <code><a 
href="schema.html">schema</a></code>,
+<code><a href="selectExpr.html">selectExpr</a></code>, <code><a 
href="select.html">select</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D collect(sample(df, fraction = 0.5))
+##D collect(sample(df, FALSE, 0.5))
+##D collect(sample(df, TRUE, 0.5, seed = 3))
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/sampleBy.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Returns a stratified 
sample without replacement</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for sampleBy {SparkR}"><tr><td>sampleBy 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Returns a stratified sample without replacement</h2>
+
+<h3>Description</h3>
+
+<p>Returns a stratified sample without replacement based on the fraction given 
on each
+stratum.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+sampleBy(x, col, fractions, seed)
+
+## S4 method for signature 'SparkDataFrame,character,list,numeric'
+sampleBy(x, col,
+  fractions, seed)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>A SparkDataFrame</p>
+</td></tr>
+<tr valign="top"><td><code>col</code></td>
+<td>
+<p>column that defines strata</p>
+</td></tr>
+<tr valign="top"><td><code>fractions</code></td>
+<td>
+<p>A named list giving sampling fraction for each stratum. If a stratum is
+not specified, we treat its fraction as zero.</p>
+</td></tr>
+<tr valign="top"><td><code>seed</code></td>
+<td>
+<p>random seed</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A new SparkDataFrame that represents the stratified sample
+</p>
+
+
+<h3>Note</h3>
+
+<p>sampleBy since 1.6.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other stat functions: <code><a 
href="approxQuantile.html">approxQuantile</a></code>,
+<code><a href="corr.html">corr</a></code>, <code><a 
href="cov.html">cov</a></code>,
+<code><a href="crosstab.html">crosstab</a></code>, <code><a 
href="freqItems.html">freqItems</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D df &lt;- read.json(&quot;/path/to/file.json&quot;)
+##D sample &lt;- sampleBy(df, &quot;key&quot;, fractions, 36)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/saveAsTable.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Save the contents of the 
SparkDataFrame to a data source as a...</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for saveAsTable 
{SparkR}"><tr><td>saveAsTable {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>Save the contents of the SparkDataFrame to a data source as a table</h2>
+
+<h3>Description</h3>
+
+<p>The data source is specified by the <code>source</code> and a set of 
options (...).
+If <code>source</code> is not specified, the default data source configured by
+spark.sql.sources.default will be used.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+saveAsTable(df, tableName, source = NULL, mode = "error", ...)
+
+## S4 method for signature 'SparkDataFrame,character'
+saveAsTable(df, tableName,
+  source = NULL, mode = "error", ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>df</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+<tr valign="top"><td><code>tableName</code></td>
+<td>
+<p>a name for the table.</p>
+</td></tr>
+<tr valign="top"><td><code>source</code></td>
+<td>
+<p>a name for external data source.</p>
+</td></tr>
+<tr valign="top"><td><code>mode</code></td>
+<td>
+<p>one of 'append', 'overwrite', 'error', 'errorifexists', 'ignore'
+save mode (it is 'error' by default)</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional option(s) passed to the method.</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>Additionally, mode is used to specify the behavior of the save operation 
when
+data already exists in the data source. There are four modes: <br />
+'append': Contents of this SparkDataFrame are expected to be appended to 
existing data. <br />
+'overwrite': Existing data is expected to be overwritten by the contents of 
this
+SparkDataFrame. <br />
+'error' or 'errorifexists': An exception is expected to be thrown. <br />
+'ignore': The save operation is expected to not save the contents of the 
SparkDataFrame
+and to not change the existing data. <br />
+</p>
+
+
+<h3>Note</h3>
+
+<p>saveAsTable since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="schema.html">schema</a></code>,
+<code><a href="selectExpr.html">selectExpr</a></code>, <code><a 
href="select.html">select</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D saveAsTable(df, &quot;myfile&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/schema.html
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diff --git a/site/docs/2.4.0/api/R/schema.html 
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Get schema object</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for schema {SparkR}"><tr><td>schema 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Get schema object</h2>
+
+<h3>Description</h3>
+
+<p>Returns the schema of this SparkDataFrame as a structType object.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+schema(x)
+
+## S4 method for signature 'SparkDataFrame'
+schema(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>A SparkDataFrame</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>schema since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="selectExpr.html">selectExpr</a></code>, <code><a 
href="select.html">select</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D dfSchema &lt;- schema(df)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/select.html
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diff --git a/site/docs/2.4.0/api/R/select.html 
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Select</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for select {SparkR}"><tr><td>select 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Select</h2>
+
+<h3>Description</h3>
+
+<p>Selects a set of columns with names or Column expressions.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+select(x, col, ...)
+
+## S4 method for signature 'SparkDataFrame'
+x$name
+
+## S4 replacement method for signature 'SparkDataFrame'
+x$name &lt;- value
+
+## S4 method for signature 'SparkDataFrame,character'
+select(x, col, ...)
+
+## S4 method for signature 'SparkDataFrame,Column'
+select(x, col, ...)
+
+## S4 method for signature 'SparkDataFrame,list'
+select(x, col)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+<tr valign="top"><td><code>col</code></td>
+<td>
+<p>a list of columns or single Column or name.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional column(s) if only one column is specified in <code>col</code>.
+If more than one column is assigned in <code>col</code>, <code>...</code>
+should be left empty.</p>
+</td></tr>
+<tr valign="top"><td><code>name</code></td>
+<td>
+<p>name of a Column (without being wrapped by <code>""</code>).</p>
+</td></tr>
+<tr valign="top"><td><code>value</code></td>
+<td>
+<p>a Column or an atomic vector in the length of 1 as literal value, or 
<code>NULL</code>.
+If <code>NULL</code>, the specified Column is dropped.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A new SparkDataFrame with selected columns.
+</p>
+
+
+<h3>Note</h3>
+
+<p>$ since 1.4.0
+</p>
+<p>$&lt;- since 1.4.0
+</p>
+<p>select(SparkDataFrame, character) since 1.4.0
+</p>
+<p>select(SparkDataFrame, Column) since 1.4.0
+</p>
+<p>select(SparkDataFrame, list) since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="schema.html">schema</a></code>, <code><a 
href="selectExpr.html">selectExpr</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+<p>Other subsetting functions: <code><a href="filter.html">filter</a></code>,
+<code><a href="subset.html">subset</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D   select(df, &quot;*&quot;)
+##D   select(df, &quot;col1&quot;, &quot;col2&quot;)
+##D   select(df, df$name, df$age + 1)
+##D   select(df, c(&quot;col1&quot;, &quot;col2&quot;))
+##D   select(df, list(df$name, df$age + 1))
+##D   # Similar to R data frames columns can also be selected using $
+##D   df[,df$age]
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/selectExpr.html
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diff --git a/site/docs/2.4.0/api/R/selectExpr.html 
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+++ b/site/docs/2.4.0/api/R/selectExpr.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: SelectExpr</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for selectExpr {SparkR}"><tr><td>selectExpr 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>SelectExpr</h2>
+
+<h3>Description</h3>
+
+<p>Select from a SparkDataFrame using a set of SQL expressions.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+selectExpr(x, expr, ...)
+
+## S4 method for signature 'SparkDataFrame,character'
+selectExpr(x, expr, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>A SparkDataFrame to be selected from.</p>
+</td></tr>
+<tr valign="top"><td><code>expr</code></td>
+<td>
+<p>A string containing a SQL expression</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>Additional expressions</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame
+</p>
+
+
+<h3>Note</h3>
+
+<p>selectExpr since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="schema.html">schema</a></code>, <code><a 
href="select.html">select</a></code>,
+<code><a href="showDF.html">showDF</a></code>, <code><a 
href="show.html">show</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D selectExpr(df, &quot;col1&quot;, &quot;(col2 * 5) as newCol&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setCheckpointDir.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Set checkpoint 
directory</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setCheckpointDir 
{SparkR}"><tr><td>setCheckpointDir {SparkR}</td><td style="text-align: 
right;">R Documentation</td></tr></table>
+
+<h2>Set checkpoint directory</h2>
+
+<h3>Description</h3>
+
+<p>Set the directory under which SparkDataFrame are going to be checkpointed. 
The directory must be
+a HDFS path if running on a cluster.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+setCheckpointDir(directory)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>directory</code></td>
+<td>
+<p>Directory path to checkpoint to</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>setCheckpointDir since 2.2.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="checkpoint.html">checkpoint</a>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D setCheckpointDir(&quot;/checkpoint&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setCurrentDatabase.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Sets the current default 
database</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setCurrentDatabase 
{SparkR}"><tr><td>setCurrentDatabase {SparkR}</td><td style="text-align: 
right;">R Documentation</td></tr></table>
+
+<h2>Sets the current default database</h2>
+
+<h3>Description</h3>
+
+<p>Sets the current default database.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+setCurrentDatabase(databaseName)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>databaseName</code></td>
+<td>
+<p>name of the database</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>since 2.2.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D setCurrentDatabase(&quot;default&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setJobDescription.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Set a human readable 
description of the current job.</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setJobDescription 
{SparkR}"><tr><td>setJobDescription {SparkR}</td><td style="text-align: 
right;">R Documentation</td></tr></table>
+
+<h2>Set a human readable description of the current job.</h2>
+
+<h3>Description</h3>
+
+<p>Set a description that is shown as a job description in UI.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+setJobDescription(value)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>value</code></td>
+<td>
+<p>The job description of the current job.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>setJobDescription since 2.3.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D setJobDescription(&quot;This is an example job.&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setJobGroup.html
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diff --git a/site/docs/2.4.0/api/R/setJobGroup.html 
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Assigns a group ID to all 
the jobs started by this thread...</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setJobGroup 
{SparkR}"><tr><td>setJobGroup {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>Assigns a group ID to all the jobs started by this thread until the group 
ID is set to a
+different value or cleared.</h2>
+
+<h3>Description</h3>
+
+<p>Assigns a group ID to all the jobs started by this thread until the group 
ID is set to a
+different value or cleared.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## Default S3 method:
+setJobGroup(groupId, description, interruptOnCancel)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>groupId</code></td>
+<td>
+<p>the ID to be assigned to job groups.</p>
+</td></tr>
+<tr valign="top"><td><code>description</code></td>
+<td>
+<p>description for the job group ID.</p>
+</td></tr>
+<tr valign="top"><td><code>interruptOnCancel</code></td>
+<td>
+<p>flag to indicate if the job is interrupted on job cancellation.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>setJobGroup since 1.5.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D setJobGroup(&quot;myJobGroup&quot;, &quot;My job group description&quot;, 
TRUE)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setLocalProperty.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Set a local property that 
affects jobs submitted from this...</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setLocalProperty 
{SparkR}"><tr><td>setLocalProperty {SparkR}</td><td style="text-align: 
right;">R Documentation</td></tr></table>
+
+<h2>Set a local property that affects jobs submitted from this thread, such as 
the
+Spark fair scheduler pool.</h2>
+
+<h3>Description</h3>
+
+<p>Set a local property that affects jobs submitted from this thread, such as 
the
+Spark fair scheduler pool.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+setLocalProperty(key, value)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>key</code></td>
+<td>
+<p>The key for a local property.</p>
+</td></tr>
+<tr valign="top"><td><code>value</code></td>
+<td>
+<p>The value for a local property.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>setLocalProperty since 2.3.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D setLocalProperty(&quot;spark.scheduler.pool&quot;, &quot;poolA&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/setLogLevel.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: Set new log level</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for setLogLevel 
{SparkR}"><tr><td>setLogLevel {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>Set new log level</h2>
+
+<h3>Description</h3>
+
+<p>Set new log level: &quot;ALL&quot;, &quot;DEBUG&quot;, &quot;ERROR&quot;, 
&quot;FATAL&quot;, &quot;INFO&quot;, &quot;OFF&quot;, &quot;TRACE&quot;, 
&quot;WARN&quot;
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+setLogLevel(level)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>level</code></td>
+<td>
+<p>New log level</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>setLogLevel since 2.0.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D setLogLevel(&quot;ERROR&quot;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/show.html
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd";><html 
xmlns="http://www.w3.org/1999/xhtml";><head><title>R: show</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
+<link rel="stylesheet" 
href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/styles/github.min.css";>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/highlight.min.js";></script>
+<script 
src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.3/languages/r.min.js";></script>
+<script>hljs.initHighlightingOnLoad();</script>
+</head><body>
+
+<table width="100%" summary="page for show {SparkR}"><tr><td>show 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>show</h2>
+
+<h3>Description</h3>
+
+<p>Print class and type information of a Spark object.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'Column'
+show(object)
+
+## S4 method for signature 'GroupedData'
+show(object)
+
+## S4 method for signature 'SparkDataFrame'
+show(object)
+
+## S4 method for signature 'WindowSpec'
+show(object)
+
+## S4 method for signature 'StreamingQuery'
+show(object)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>object</code></td>
+<td>
+<p>a Spark object. Can be a SparkDataFrame, Column, GroupedData, 
WindowSpec.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>show(Column) since 1.4.0
+</p>
+<p>show(GroupedData) since 1.4.0
+</p>
+<p>show(SparkDataFrame) since 1.4.0
+</p>
+<p>show(WindowSpec) since 2.0.0
+</p>
+<p>show(StreamingQuery) since 2.2.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other SparkDataFrame functions: <code><a 
href="SparkDataFrame.html">SparkDataFrame-class</a></code>,
+<code><a href="summarize.html">agg</a></code>, <code><a 
href="alias.html">alias</a></code>,
+<code><a href="arrange.html">arrange</a></code>, <code><a 
href="as.data.frame.html">as.data.frame</a></code>,
+<code><a href="attach.html">attach,SparkDataFrame-method</a></code>,
+<code><a href="broadcast.html">broadcast</a></code>, <code><a 
href="cache.html">cache</a></code>,
+<code><a href="checkpoint.html">checkpoint</a></code>, <code><a 
href="coalesce.html">coalesce</a></code>,
+<code><a href="collect.html">collect</a></code>, <code><a 
href="columns.html">colnames</a></code>,
+<code><a href="coltypes.html">coltypes</a></code>,
+<code><a 
href="createOrReplaceTempView.html">createOrReplaceTempView</a></code>,
+<code><a href="crossJoin.html">crossJoin</a></code>, <code><a 
href="cube.html">cube</a></code>,
+<code><a href="dapplyCollect.html">dapplyCollect</a></code>, <code><a 
href="dapply.html">dapply</a></code>,
+<code><a href="describe.html">describe</a></code>, <code><a 
href="dim.html">dim</a></code>,
+<code><a href="distinct.html">distinct</a></code>, <code><a 
href="dropDuplicates.html">dropDuplicates</a></code>,
+<code><a href="nafunctions.html">dropna</a></code>, <code><a 
href="drop.html">drop</a></code>,
+<code><a href="dtypes.html">dtypes</a></code>, <code><a 
href="exceptAll.html">exceptAll</a></code>,
+<code><a href="except.html">except</a></code>, <code><a 
href="explain.html">explain</a></code>,
+<code><a href="filter.html">filter</a></code>, <code><a 
href="first.html">first</a></code>,
+<code><a href="gapplyCollect.html">gapplyCollect</a></code>, <code><a 
href="gapply.html">gapply</a></code>,
+<code><a href="getNumPartitions.html">getNumPartitions</a></code>, <code><a 
href="groupBy.html">group_by</a></code>,
+<code><a href="head.html">head</a></code>, <code><a 
href="hint.html">hint</a></code>,
+<code><a href="histogram.html">histogram</a></code>, <code><a 
href="insertInto.html">insertInto</a></code>,
+<code><a href="intersectAll.html">intersectAll</a></code>, <code><a 
href="intersect.html">intersect</a></code>,
+<code><a href="isLocal.html">isLocal</a></code>, <code><a 
href="isStreaming.html">isStreaming</a></code>,
+<code><a href="join.html">join</a></code>, <code><a 
href="limit.html">limit</a></code>,
+<code><a href="localCheckpoint.html">localCheckpoint</a></code>, <code><a 
href="merge.html">merge</a></code>,
+<code><a href="mutate.html">mutate</a></code>, <code><a 
href="ncol.html">ncol</a></code>,
+<code><a href="nrow.html">nrow</a></code>, <code><a 
href="persist.html">persist</a></code>,
+<code><a href="printSchema.html">printSchema</a></code>, <code><a 
href="randomSplit.html">randomSplit</a></code>,
+<code><a href="rbind.html">rbind</a></code>, <code><a 
href="rename.html">rename</a></code>,
+<code><a href="repartitionByRange.html">repartitionByRange</a></code>,
+<code><a href="repartition.html">repartition</a></code>, <code><a 
href="rollup.html">rollup</a></code>,
+<code><a href="sample.html">sample</a></code>, <code><a 
href="saveAsTable.html">saveAsTable</a></code>,
+<code><a href="schema.html">schema</a></code>, <code><a 
href="selectExpr.html">selectExpr</a></code>,
+<code><a href="select.html">select</a></code>, <code><a 
href="showDF.html">showDF</a></code>,
+<code><a href="storageLevel.html">storageLevel</a></code>, <code><a 
href="str.html">str</a></code>,
+<code><a href="subset.html">subset</a></code>, <code><a 
href="summary.html">summary</a></code>,
+<code><a href="take.html">take</a></code>, <code><a 
href="toJSON.html">toJSON</a></code>,
+<code><a href="unionByName.html">unionByName</a></code>, <code><a 
href="union.html">union</a></code>,
+<code><a href="unpersist.html">unpersist</a></code>, <code><a 
href="withColumn.html">withColumn</a></code>,
+<code><a href="withWatermark.html">withWatermark</a></code>, <code><a 
href="with.html">with</a></code>,
+<code><a href="write.df.html">write.df</a></code>, <code><a 
href="write.jdbc.html">write.jdbc</a></code>,
+<code><a href="write.json.html">write.json</a></code>, <code><a 
href="write.orc.html">write.orc</a></code>,
+<code><a href="write.parquet.html">write.parquet</a></code>, <code><a 
href="write.stream.html">write.stream</a></code>,
+<code><a href="write.text.html">write.text</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D path &lt;- &quot;path/to/file.json&quot;
+##D df &lt;- read.json(path)
+##D show(df)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.4.0 
<a href="00Index.html">Index</a>]</div>
+</body></html>


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