http://git-wip-us.apache.org/repos/asf/spark-website/blob/52917ac4/site/docs/2.4.0/api/R/distinct.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: Distinct</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 distinct {SparkR}"><tr><td>distinct 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Distinct</h2>
+
+<h3>Description</h3>
+
+<p>Return a new SparkDataFrame containing the distinct rows in this 
SparkDataFrame.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+distinct(x)
+
+## S4 method for signature 'SparkDataFrame'
+distinct(x)
+
+## S4 method for signature 'SparkDataFrame'
+unique(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>distinct since 1.4.0
+</p>
+<p>unique since 1.5.0
+</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="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="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 distinctDF &lt;- distinct(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/drop.html
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diff --git a/site/docs/2.4.0/api/R/drop.html b/site/docs/2.4.0/api/R/drop.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: drop</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 drop {SparkR}"><tr><td>drop 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>drop</h2>
+
+<h3>Description</h3>
+
+<p>Returns a new SparkDataFrame with columns dropped.
+This is a no-op if schema doesn't contain column name(s).
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+drop(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+drop(x, col)
+
+## S4 method for signature 'ANY'
+drop(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>further arguments to be passed to or from other methods.</p>
+</td></tr>
+<tr valign="top"><td><code>col</code></td>
+<td>
+<p>a character vector of column names or a Column.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame.
+</p>
+
+
+<h3>Note</h3>
+
+<p>drop since 2.0.0
+</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="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="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 drop(df, &quot;col1&quot;)
+##D drop(df, c(&quot;col1&quot;, &quot;col2&quot;))
+##D drop(df, df$col1)
+## 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/dropDuplicates.html
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diff --git a/site/docs/2.4.0/api/R/dropDuplicates.html 
b/site/docs/2.4.0/api/R/dropDuplicates.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: dropDuplicates</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 dropDuplicates 
{SparkR}"><tr><td>dropDuplicates {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>dropDuplicates</h2>
+
+<h3>Description</h3>
+
+<p>Returns a new SparkDataFrame with duplicate rows removed, considering only
+the subset of columns.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+dropDuplicates(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+dropDuplicates(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>A character vector of column names or string column names.
+If the first argument contains a character vector, the followings are 
ignored.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame with duplicate rows removed.
+</p>
+
+
+<h3>Note</h3>
+
+<p>dropDuplicates since 2.0.0
+</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="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="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 dropDuplicates(df)
+##D dropDuplicates(df, &quot;col1&quot;, &quot;col2&quot;)
+##D dropDuplicates(df, c(&quot;col1&quot;, &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/dropTempTable-deprecated.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: (Deprecated) Drop 
Temporary Table</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 dropTempTable 
{SparkR}"><tr><td>dropTempTable {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>(Deprecated) Drop Temporary Table</h2>
+
+<h3>Description</h3>
+
+<p>Drops the temporary table with the given table name in the catalog.
+If the table has been cached/persisted before, it's also unpersisted.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## Default S3 method:
+dropTempTable(tableName)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>tableName</code></td>
+<td>
+<p>The name of the SparkSQL table to be dropped.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>dropTempTable since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="dropTempView.html">dropTempView</a>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D df &lt;- read.df(path, &quot;parquet&quot;)
+##D createOrReplaceTempView(df, &quot;table&quot;)
+##D dropTempTable(&quot;table&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/dropTempView.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: Drops the temporary view 
with the given view name in the...</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 dropTempView 
{SparkR}"><tr><td>dropTempView {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>Drops the temporary view with the given view name in the catalog.</h2>
+
+<h3>Description</h3>
+
+<p>Drops the temporary view with the given view name in the catalog.
+If the view has been cached before, then it will also be uncached.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+dropTempView(viewName)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>viewName</code></td>
+<td>
+<p>the name of the temporary view to be dropped.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>TRUE if the view is dropped successfully, FALSE otherwise.
+</p>
+
+
+<h3>Note</h3>
+
+<p>since 2.0.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D sparkR.session()
+##D df &lt;- read.df(path, &quot;parquet&quot;)
+##D createOrReplaceTempView(df, &quot;table&quot;)
+##D dropTempView(&quot;table&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/dtypes.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: DataTypes</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 dtypes {SparkR}"><tr><td>dtypes 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>DataTypes</h2>
+
+<h3>Description</h3>
+
+<p>Return all column names and their data types as a list
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+dtypes(x)
+
+## S4 method for signature 'SparkDataFrame'
+dtypes(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>dtypes 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="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="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 dtypes(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/endsWith.html
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diff --git a/site/docs/2.4.0/api/R/endsWith.html 
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+++ b/site/docs/2.4.0/api/R/endsWith.html
@@ -0,0 +1,56 @@
+<!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: endsWith</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+</head><body>
+
+<table width="100%" summary="page for endsWith {SparkR}"><tr><td>endsWith 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>endsWith</h2>
+
+<h3>Description</h3>
+
+<p>Determines if entries of x end with string (entries of) suffix respectively,
+where strings are recycled to common lengths.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+endsWith(x, suffix)
+
+## S4 method for signature 'Column'
+endsWith(x, suffix)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>vector of character string whose &quot;ends&quot; are considered</p>
+</td></tr>
+<tr valign="top"><td><code>suffix</code></td>
+<td>
+<p>character vector (often of length one)</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>endsWith since 1.4.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other colum_func: <code><a href="alias.html">alias</a></code>,
+<code><a href="between.html">between</a></code>, <code><a 
href="cast.html">cast</a></code>,
+<code><a href="otherwise.html">otherwise</a></code>, <code><a 
href="over.html">over</a></code>,
+<code><a href="startsWith.html">startsWith</a></code>, <code><a 
href="substr.html">substr</a></code>
+</p>
+
+<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/eq_null_safe.html
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diff --git a/site/docs/2.4.0/api/R/eq_null_safe.html 
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@@ -0,0 +1,76 @@
+<!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: %&lt;=&gt;%</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 %&amp;lt;=&amp;gt;% 
{SparkR}"><tr><td>%&lt;=&gt;% {SparkR}</td><td style="text-align: right;">R 
Documentation</td></tr></table>
+
+<h2>%&lt;=&gt;%</h2>
+
+<h3>Description</h3>
+
+<p>Equality test that is safe for null values.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+x %&lt;=&gt;% value
+
+## S4 method for signature 'Column'
+x %&lt;=&gt;% value
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a Column</p>
+</td></tr>
+<tr valign="top"><td><code>value</code></td>
+<td>
+<p>a value to compare</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>Can be used, unlike standard equality operator, to perform null-safe joins.
+Equivalent to Scala <code>Column.&lt;=&gt;</code> and 
<code>Column.eqNullSafe</code>.
+</p>
+
+
+<h3>Note</h3>
+
+<p>%&lt;=&gt;% since 2.3.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D df1 &lt;- createDataFrame(data.frame(
+##D   x = c(1, NA, 3, NA), y = c(2, 6, 3, NA)
+##D ))
+##D 
+##D head(select(df1, df1$x == df1$y, df1$x %&lt;=&gt;% df1$y))
+##D 
+##D df2 &lt;- createDataFrame(data.frame(y = c(3, NA)))
+##D count(join(df1, df2, df1$y == df2$y))
+##D 
+##D count(join(df1, df2, df1$y %&lt;=&gt;% df2$y))
+## 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/except.html
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diff --git a/site/docs/2.4.0/api/R/except.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: except</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 except {SparkR}"><tr><td>except 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>except</h2>
+
+<h3>Description</h3>
+
+<p>Return a new SparkDataFrame containing rows in this SparkDataFrame
+but not in another SparkDataFrame. This is equivalent to <code>EXCEPT 
DISTINCT</code> in SQL.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+except(x, y)
+
+## S4 method for signature 'SparkDataFrame,SparkDataFrame'
+except(x, y)
+</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>y</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame containing the result of the except operation.
+</p>
+
+
+<h3>Note</h3>
+
+<p>except 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="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="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 df1 &lt;- read.json(path)
+##D df2 &lt;- read.json(path2)
+##D exceptDF &lt;- except(df, df2)
+## 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/exceptAll.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: exceptAll</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 exceptAll {SparkR}"><tr><td>exceptAll 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>exceptAll</h2>
+
+<h3>Description</h3>
+
+<p>Return a new SparkDataFrame containing rows in this SparkDataFrame
+but not in another SparkDataFrame while preserving the duplicates.
+This is equivalent to <code>EXCEPT ALL</code> in SQL. Also as standard in
+SQL, this function resolves columns by position (not by name).
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+exceptAll(x, y)
+
+## S4 method for signature 'SparkDataFrame,SparkDataFrame'
+exceptAll(x, y)
+</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>y</code></td>
+<td>
+<p>a SparkDataFrame.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame containing the result of the except all operation.
+</p>
+
+
+<h3>Note</h3>
+
+<p>exceptAll since 2.4.0
+</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="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="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 df1 &lt;- read.json(path)
+##D df2 &lt;- read.json(path2)
+##D exceptAllDF &lt;- exceptAll(df1, df2)
+## 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/explain.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: Explain</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 explain {SparkR}"><tr><td>explain 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Explain</h2>
+
+<h3>Description</h3>
+
+<p>Print the logical and physical Catalyst plans to the console for debugging.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+explain(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+explain(x, extended = FALSE)
+
+## S4 method for signature 'StreamingQuery'
+explain(x, extended = FALSE)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame or a StreamingQuery.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>further arguments to be passed to or from other methods.</p>
+</td></tr>
+<tr valign="top"><td><code>extended</code></td>
+<td>
+<p>Logical. If extended is FALSE, prints only the physical plan.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>explain since 1.4.0
+</p>
+<p>explain(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="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="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 StreamingQuery methods: <code><a 
href="awaitTermination.html">awaitTermination</a></code>,
+<code><a href="isActive.html">isActive</a></code>, <code><a 
href="lastProgress.html">lastProgress</a></code>,
+<code><a href="queryName.html">queryName</a></code>, <code><a 
href="status.html">status</a></code>,
+<code><a href="stopQuery.html">stopQuery</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 explain(df, TRUE)
+## End(Not run)
+## Not run:  explain(sq) 
+</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/filter.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: Filter</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 filter {SparkR}"><tr><td>filter 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Filter</h2>
+
+<h3>Description</h3>
+
+<p>Filter the rows of a SparkDataFrame according to a given condition.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+filter(x, condition)
+
+where(x, condition)
+
+## S4 method for signature 'SparkDataFrame,characterOrColumn'
+filter(x, condition)
+
+## S4 method for signature 'SparkDataFrame,characterOrColumn'
+where(x, condition)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>A SparkDataFrame to be sorted.</p>
+</td></tr>
+<tr valign="top"><td><code>condition</code></td>
+<td>
+<p>The condition to filter on. This may either be a Column expression
+or a string containing a SQL statement</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame containing only the rows that meet the condition.
+</p>
+
+
+<h3>Note</h3>
+
+<p>filter since 1.4.0
+</p>
+<p>where 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="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="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="select.html">select</a></code>,
+<code><a href="subset.html">subset</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 filter(df, &quot;col1 &gt; 0&quot;)
+##D filter(df, df$col2 != &quot;abcdefg&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/first.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: Return the first row of a 
SparkDataFrame</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 first {SparkR}"><tr><td>first 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Return the first row of a SparkDataFrame</h2>
+
+<h3>Description</h3>
+
+<p>Aggregate function: returns the first value in a group.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+first(x, ...)
+
+## S4 method for signature 'SparkDataFrame'
+first(x)
+
+## S4 method for signature 'characterOrColumn'
+first(x, na.rm = FALSE)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame or a column used in aggregation function.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>further arguments to be passed to or from other methods.</p>
+</td></tr>
+<tr valign="top"><td><code>na.rm</code></td>
+<td>
+<p>a logical value indicating whether NA values should be stripped
+before the computation proceeds.</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>The function by default returns the first values it sees. It will return 
the first non-missing
+value it sees when na.rm is set to true. If all values are missing, then NA is 
returned.
+Note: the function is non-deterministic because its results depends on order 
of rows which
+may be non-deterministic after a shuffle.
+</p>
+
+
+<h3>Note</h3>
+
+<p>first(SparkDataFrame) since 1.4.0
+</p>
+<p>first(characterOrColumn) 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="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="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 aggregate functions: <code><a href="avg.html">avg</a></code>,
+<code><a 
href="column_aggregate_functions.html">column_aggregate_functions</a></code>,
+<code><a href="corr.html">corr</a></code>, <code><a 
href="count.html">count</a></code>,
+<code><a href="cov.html">cov</a></code>, <code><a 
href="last.html">last</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 first(df)
+## End(Not run)
+## Not run: 
+##D first(df$c)
+##D first(df$c, 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/fitted.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 fitted result from a 
k-means model</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 fitted {SparkR}"><tr><td>fitted 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Get fitted result from a k-means model</h2>
+
+<h3>Description</h3>
+
+<p>Get fitted result from a k-means model, similarly to R's fitted().
+Note: A saved-loaded model does not support this method.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+fitted(object, ...)
+
+## S4 method for signature 'KMeansModel'
+fitted(object, method = c("centers", "classes"))
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>object</code></td>
+<td>
+<p>a fitted k-means model.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional argument(s) passed to the method.</p>
+</td></tr>
+<tr valign="top"><td><code>method</code></td>
+<td>
+<p>type of fitted results, <code>"centers"</code> for cluster centers
+or <code>"classes"</code> for assigned classes.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p><code>fitted</code> returns a SparkDataFrame containing fitted values.
+</p>
+
+
+<h3>Note</h3>
+
+<p>fitted since 2.0.0
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D model &lt;- spark.kmeans(trainingData, ~ ., 2)
+##D fitted.model &lt;- fitted(model)
+##D showDF(fitted.model)
+## 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/freqItems.html
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diff --git a/site/docs/2.4.0/api/R/freqItems.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: Finding frequent items for 
columns, possibly with false...</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 freqItems {SparkR}"><tr><td>freqItems 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>Finding frequent items for columns, possibly with false positives</h2>
+
+<h3>Description</h3>
+
+<p>Finding frequent items for columns, possibly with false positives.
+Using the frequent element count algorithm described in
+<a 
href="http://dx.doi.org/10.1145/762471.762473";>http://dx.doi.org/10.1145/762471.762473</a>,
 proposed by Karp, Schenker, and Papadimitriou.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'SparkDataFrame,character'
+freqItems(x, cols, support = 0.01)
+</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>cols</code></td>
+<td>
+<p>A vector column names to search frequent items in.</p>
+</td></tr>
+<tr valign="top"><td><code>support</code></td>
+<td>
+<p>(Optional) The minimum frequency for an item to be considered 
<code>frequent</code>.
+Should be greater than 1e-4. Default support = 0.01.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>a local R data.frame with the frequent items in each column
+</p>
+
+
+<h3>Note</h3>
+
+<p>freqItems 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="sampleBy.html">sampleBy</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D df &lt;- read.json(&quot;/path/to/file.json&quot;)
+##D fi = freqItems(df, c(&quot;title&quot;, &quot;gender&quot;))
+## End(Not run)
+</code></pre>
+
+
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+<table width="100%" summary="page for gapply {SparkR}"><tr><td>gapply 
{SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>gapply</h2>
+
+<h3>Description</h3>
+
+<p>Groups the SparkDataFrame using the specified columns and applies the R 
function to each
+group.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+gapply(x, ...)
+
+## S4 method for signature 'GroupedData'
+gapply(x, func, schema)
+
+## S4 method for signature 'SparkDataFrame'
+gapply(x, cols, func, schema)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a SparkDataFrame or GroupedData.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional argument(s) passed to the method.</p>
+</td></tr>
+<tr valign="top"><td><code>func</code></td>
+<td>
+<p>a function to be applied to each group partition specified by grouping
+column of the SparkDataFrame. The function <code>func</code> takes as argument
+a key - grouping columns and a data frame - a local R data.frame.
+The output of <code>func</code> is a local R data.frame.</p>
+</td></tr>
+<tr valign="top"><td><code>schema</code></td>
+<td>
+<p>the schema of the resulting SparkDataFrame after the function is applied.
+The schema must match to output of <code>func</code>. It has to be defined for 
each
+output column with preferred output column name and corresponding data type.
+Since Spark 2.3, the DDL-formatted string is also supported for the schema.</p>
+</td></tr>
+<tr valign="top"><td><code>cols</code></td>
+<td>
+<p>grouping columns.</p>
+</td></tr>
+</table>
+
+
+<h3>Value</h3>
+
+<p>A SparkDataFrame.
+</p>
+
+
+<h3>Note</h3>
+
+<p>gapply(GroupedData) since 2.0.0
+</p>
+<p>gapply(SparkDataFrame) since 2.0.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p><a href="gapplyCollect.html">gapplyCollect</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>,
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href="as.data.frame.html">as.data.frame</a></code>,
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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>,
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href="unpersist.html">unpersist</a></code>,
+<code><a href="withColumn.html">withColumn</a></code>, <code><a 
href="withWatermark.html">withWatermark</a></code>,
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+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D Computes the arithmetic mean of the second column by grouping
+##D on the first and third columns. Output the grouping values and the average.
+##D 
+##D df &lt;- createDataFrame (
+##D list(list(1L, 1, &quot;1&quot;, 0.1), list(1L, 2, &quot;1&quot;, 0.2), 
list(3L, 3, &quot;3&quot;, 0.3)),
+##D   c(&quot;a&quot;, &quot;b&quot;, &quot;c&quot;, &quot;d&quot;))
+##D 
+##D Here our output contains three columns, the key which is a combination of 
two
+##D columns with data types integer and string and the mean which is a double.
+##D schema &lt;- structType(structField(&quot;a&quot;, &quot;integer&quot;), 
structField(&quot;c&quot;, &quot;string&quot;),
+##D   structField(&quot;avg&quot;, &quot;double&quot;))
+##D result &lt;- gapply(
+##D   df,
+##D   c(&quot;a&quot;, &quot;c&quot;),
+##D   function(key, x) {
+##D     y &lt;- data.frame(key, mean(x$b), stringsAsFactors = FALSE)
+##D }, schema)
+##D 
+##D The schema also can be specified in a DDL-formatted string.
+##D schema &lt;- &quot;a INT, c STRING, avg DOUBLE&quot;
+##D result &lt;- gapply(
+##D   df,
+##D   c(&quot;a&quot;, &quot;c&quot;),
+##D   function(key, x) {
+##D     y &lt;- data.frame(key, mean(x$b), stringsAsFactors = FALSE)
+##D }, schema)
+##D 
+##D We can also group the data and afterwards call gapply on GroupedData.
+##D For Example:
+##D gdf &lt;- group_by(df, &quot;a&quot;, &quot;c&quot;)
+##D result &lt;- gapply(
+##D   gdf,
+##D   function(key, x) {
+##D     y &lt;- data.frame(key, mean(x$b), stringsAsFactors = FALSE)
+##D }, schema)
+##D collect(result)
+##D 
+##D Result
+##D ------
+##D a c avg
+##D 3 3 3.0
+##D 1 1 1.5
+##D 
+##D Fits linear models on iris dataset by grouping on the &#39;Species&#39; 
column and
+##D using &#39;Sepal_Length&#39; as a target variable, &#39;Sepal_Width&#39;, 
&#39;Petal_Length&#39;
+##D and &#39;Petal_Width&#39; as training features.
+##D 
+##D df &lt;- createDataFrame (iris)
+##D schema &lt;- structType(structField(&quot;(Intercept)&quot;, 
&quot;double&quot;),
+##D   structField(&quot;Sepal_Width&quot;, 
&quot;double&quot;),structField(&quot;Petal_Length&quot;, &quot;double&quot;),
+##D   structField(&quot;Petal_Width&quot;, &quot;double&quot;))
+##D df1 &lt;- gapply(
+##D   df,
+##D   df$&quot;Species&quot;,
+##D   function(key, x) {
+##D     m &lt;- suppressWarnings(lm(Sepal_Length ~
+##D     Sepal_Width + Petal_Length + Petal_Width, x))
+##D     data.frame(t(coef(m)))
+##D   }, schema)
+##D collect(df1)
+##D 
+##D Result
+##D ---------
+##D Model  (Intercept)  Sepal_Width  Petal_Length  Petal_Width
+##D 1        0.699883    0.3303370    0.9455356    -0.1697527
+##D 2        1.895540    0.3868576    0.9083370    -0.6792238
+##D 3        2.351890    0.6548350    0.2375602     0.2521257
+##D 
+## 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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