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Posted to commits@spark.apache.org by tg...@apache.org on 2018/07/06 14:53:37 UTC
[44/51] [partial] spark-website git commit: Spark 2.2.2 docs

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/encode.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: encode</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 encode {SparkR}"><tr><td>encode {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>encode</h2>
+
+<h3>Description</h3>
+
+<p>Computes the first argument into a binary from a string using the provided character set
+(one of 'US-ASCII', 'ISO-8859-1', 'UTF-8', 'UTF-16BE', 'UTF-16LE', 'UTF-16').
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+encode(x, charset)
+
+## S4 method for signature 'Column,character'
+encode(x, charset)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+<tr valign="top"><td><code>charset</code></td>
+<td>
+<p>Character set to use</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>encode since 1.6.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other string_funcs: <code><a href="ascii.html">ascii</a></code>,
+<code><a href="base64.html">base64</a></code>, <code><a href="concat_ws.html">concat_ws</a></code>,
+<code><a href="concat.html">concat</a></code>, <code><a href="decode.html">decode</a></code>,
+<code><a href="format_number.html">format_number</a></code>, <code><a href="format_string.html">format_string</a></code>,
+<code><a href="initcap.html">initcap</a></code>, <code><a href="instr.html">instr</a></code>,
+<code><a href="length.html">length</a></code>, <code><a href="levenshtein.html">levenshtein</a></code>,
+<code><a href="locate.html">locate</a></code>, <code><a href="lower.html">lower</a></code>,
+<code><a href="lpad.html">lpad</a></code>, <code><a href="ltrim.html">ltrim</a></code>,
+<code><a href="regexp_extract.html">regexp_extract</a></code>,
+<code><a href="regexp_replace.html">regexp_replace</a></code>, <code><a href="reverse.html">reverse</a></code>,
+<code><a href="rpad.html">rpad</a></code>, <code><a href="rtrim.html">rtrim</a></code>,
+<code><a href="soundex.html">soundex</a></code>, <code><a href="substring_index.html">substring_index</a></code>,
+<code><a href="translate.html">translate</a></code>, <code><a href="trim.html">trim</a></code>,
+<code><a href="unbase64.html">unbase64</a></code>, <code><a href="upper.html">upper</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: encode(df$c, &quot;UTF-8&quot;)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/endsWith.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: 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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/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</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="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="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="dapplyCollect.html">dapplyCollect</a></code>,
+<code><a href="dapply.html">dapply</a></code>, <code><a href="summary.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="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="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="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="registerTempTable-deprecated.html">registerTempTable</a></code>, <code><a href="rename.html">rename</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="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</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="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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/exp.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: exp</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 exp {SparkR}"><tr><td>exp {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>exp</h2>
+
+<h3>Description</h3>
+
+<p>Computes the exponential of the given value.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'Column'
+exp(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>exp since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other math_funcs: <code><a href="acos.html">acos</a></code>, <code><a href="asin.html">asin</a></code>,
+<code><a href="atan2.html">atan2</a></code>, <code><a href="atan.html">atan</a></code>,
+<code><a href="bin.html">bin</a></code>, <code><a href="bround.html">bround</a></code>,
+<code><a href="cbrt.html">cbrt</a></code>, <code><a href="ceil.html">ceil</a></code>,
+<code><a href="conv.html">conv</a></code>, <code><a href="corr.html">corr</a></code>,
+<code><a href="cosh.html">cosh</a></code>, <code><a href="cos.html">cos</a></code>,
+<code><a href="covar_pop.html">covar_pop</a></code>, <code><a href="cov.html">cov</a></code>,
+<code><a href="expm1.html">expm1</a></code>, <code><a href="factorial.html">factorial</a></code>,
+<code><a href="floor.html">floor</a></code>, <code><a href="hex.html">hex</a></code>,
+<code><a href="hypot.html">hypot</a></code>, <code><a href="log10.html">log10</a></code>,
+<code><a href="log1p.html">log1p</a></code>, <code><a href="log2.html">log2</a></code>,
+<code><a href="log.html">log</a></code>, <code><a href="pmod.html">pmod</a></code>,
+<code><a href="rint.html">rint</a></code>, <code><a href="round.html">round</a></code>,
+<code><a href="shiftLeft.html">shiftLeft</a></code>,
+<code><a href="shiftRightUnsigned.html">shiftRightUnsigned</a></code>,
+<code><a href="shiftRight.html">shiftRight</a></code>, <code><a href="sign.html">signum</a></code>,
+<code><a href="sinh.html">sinh</a></code>, <code><a href="sin.html">sin</a></code>,
+<code><a href="sqrt.html">sqrt</a></code>, <code><a href="tanh.html">tanh</a></code>,
+<code><a href="tan.html">tan</a></code>, <code><a href="toDegrees.html">toDegrees</a></code>,
+<code><a href="toRadians.html">toRadians</a></code>, <code><a href="unhex.html">unhex</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: exp(df$c)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/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="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="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="dapplyCollect.html">dapplyCollect</a></code>,
+<code><a href="dapply.html">dapply</a></code>, <code><a href="summary.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="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="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="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="registerTempTable-deprecated.html">registerTempTable</a></code>, <code><a href="rename.html">rename</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="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</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="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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/explode.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: explode</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 explode {SparkR}"><tr><td>explode {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>explode</h2>
+
+<h3>Description</h3>
+
+<p>Creates a new row for each element in the given array or map column.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+explode(x)
+
+## S4 method for signature 'Column'
+explode(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>explode since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other collection_funcs: <code><a href="array_contains.html">array_contains</a></code>,
+<code><a href="posexplode.html">posexplode</a></code>, <code><a href="size.html">size</a></code>,
+<code><a href="sort_array.html">sort_array</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: explode(df$c)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/expm1.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: expm1</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 expm1 {SparkR}"><tr><td>expm1 {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>expm1</h2>
+
+<h3>Description</h3>
+
+<p>Computes the exponential of the given value minus one.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'Column'
+expm1(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>expm1 since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other math_funcs: <code><a href="acos.html">acos</a></code>, <code><a href="asin.html">asin</a></code>,
+<code><a href="atan2.html">atan2</a></code>, <code><a href="atan.html">atan</a></code>,
+<code><a href="bin.html">bin</a></code>, <code><a href="bround.html">bround</a></code>,
+<code><a href="cbrt.html">cbrt</a></code>, <code><a href="ceil.html">ceil</a></code>,
+<code><a href="conv.html">conv</a></code>, <code><a href="corr.html">corr</a></code>,
+<code><a href="cosh.html">cosh</a></code>, <code><a href="cos.html">cos</a></code>,
+<code><a href="covar_pop.html">covar_pop</a></code>, <code><a href="cov.html">cov</a></code>,
+<code><a href="exp.html">exp</a></code>, <code><a href="factorial.html">factorial</a></code>,
+<code><a href="floor.html">floor</a></code>, <code><a href="hex.html">hex</a></code>,
+<code><a href="hypot.html">hypot</a></code>, <code><a href="log10.html">log10</a></code>,
+<code><a href="log1p.html">log1p</a></code>, <code><a href="log2.html">log2</a></code>,
+<code><a href="log.html">log</a></code>, <code><a href="pmod.html">pmod</a></code>,
+<code><a href="rint.html">rint</a></code>, <code><a href="round.html">round</a></code>,
+<code><a href="shiftLeft.html">shiftLeft</a></code>,
+<code><a href="shiftRightUnsigned.html">shiftRightUnsigned</a></code>,
+<code><a href="shiftRight.html">shiftRight</a></code>, <code><a href="sign.html">signum</a></code>,
+<code><a href="sinh.html">sinh</a></code>, <code><a href="sin.html">sin</a></code>,
+<code><a href="sqrt.html">sqrt</a></code>, <code><a href="tanh.html">tanh</a></code>,
+<code><a href="tan.html">tan</a></code>, <code><a href="toDegrees.html">toDegrees</a></code>,
+<code><a href="toRadians.html">toRadians</a></code>, <code><a href="unhex.html">unhex</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: expm1(df$c)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/expr.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: expr</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 expr {SparkR}"><tr><td>expr {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>expr</h2>
+
+<h3>Description</h3>
+
+<p>Parses the expression string into the column that it represents, similar to
+SparkDataFrame.selectExpr
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+expr(x)
+
+## S4 method for signature 'character'
+expr(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>an expression character object to be parsed.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>expr since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other normal_funcs: <code><a href="abs.html">abs</a></code>,
+<code><a href="bitwiseNOT.html">bitwiseNOT</a></code>, <code><a href="coalesce.html">coalesce</a></code>,
+<code><a href="column.html">column</a></code>, <code><a href="from_json.html">from_json</a></code>,
+<code><a href="greatest.html">greatest</a></code>, <code><a href="ifelse.html">ifelse</a></code>,
+<code><a href="is.nan.html">isnan</a></code>, <code><a href="least.html">least</a></code>,
+<code><a href="lit.html">lit</a></code>, <code><a href="nanvl.html">nanvl</a></code>,
+<code><a href="negate.html">negate</a></code>, <code><a href="randn.html">randn</a></code>,
+<code><a href="rand.html">rand</a></code>, <code><a href="struct.html">struct</a></code>,
+<code><a href="to_json.html">to_json</a></code>, <code><a href="when.html">when</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: expr(&#39;length(name)&#39;)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/factorial.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: factorial</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 factorial {SparkR}"><tr><td>factorial {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>factorial</h2>
+
+<h3>Description</h3>
+
+<p>Computes the factorial of the given value.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'Column'
+factorial(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>factorial since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other math_funcs: <code><a href="acos.html">acos</a></code>, <code><a href="asin.html">asin</a></code>,
+<code><a href="atan2.html">atan2</a></code>, <code><a href="atan.html">atan</a></code>,
+<code><a href="bin.html">bin</a></code>, <code><a href="bround.html">bround</a></code>,
+<code><a href="cbrt.html">cbrt</a></code>, <code><a href="ceil.html">ceil</a></code>,
+<code><a href="conv.html">conv</a></code>, <code><a href="corr.html">corr</a></code>,
+<code><a href="cosh.html">cosh</a></code>, <code><a href="cos.html">cos</a></code>,
+<code><a href="covar_pop.html">covar_pop</a></code>, <code><a href="cov.html">cov</a></code>,
+<code><a href="expm1.html">expm1</a></code>, <code><a href="exp.html">exp</a></code>,
+<code><a href="floor.html">floor</a></code>, <code><a href="hex.html">hex</a></code>,
+<code><a href="hypot.html">hypot</a></code>, <code><a href="log10.html">log10</a></code>,
+<code><a href="log1p.html">log1p</a></code>, <code><a href="log2.html">log2</a></code>,
+<code><a href="log.html">log</a></code>, <code><a href="pmod.html">pmod</a></code>,
+<code><a href="rint.html">rint</a></code>, <code><a href="round.html">round</a></code>,
+<code><a href="shiftLeft.html">shiftLeft</a></code>,
+<code><a href="shiftRightUnsigned.html">shiftRightUnsigned</a></code>,
+<code><a href="shiftRight.html">shiftRight</a></code>, <code><a href="sign.html">signum</a></code>,
+<code><a href="sinh.html">sinh</a></code>, <code><a href="sin.html">sin</a></code>,
+<code><a href="sqrt.html">sqrt</a></code>, <code><a href="tanh.html">tanh</a></code>,
+<code><a href="tan.html">tan</a></code>, <code><a href="toDegrees.html">toDegrees</a></code>,
+<code><a href="toRadians.html">toRadians</a></code>, <code><a href="unhex.html">unhex</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: factorial(df$c)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/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="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="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="dapplyCollect.html">dapplyCollect</a></code>,
+<code><a href="dapply.html">dapply</a></code>, <code><a href="summary.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="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="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="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="registerTempTable-deprecated.html">registerTempTable</a></code>, <code><a href="rename.html">rename</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="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</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="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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/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>Return the first row of a SparkDataFrame
+</p>
+<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.
+</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="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="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="dapplyCollect.html">dapplyCollect</a></code>,
+<code><a href="dapply.html">dapply</a></code>, <code><a href="summary.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="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="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="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="registerTempTable-deprecated.html">registerTempTable</a></code>, <code><a href="rename.html">rename</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="take.html">take</a></code>,
+<code><a href="toJSON.html">toJSON</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="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 agg_funcs: <code><a href="summarize.html">agg</a></code>, <code><a href="avg.html">avg</a></code>,
+<code><a href="countDistinct.html">countDistinct</a></code>, <code><a href="count.html">count</a></code>,
+<code><a href="kurtosis.html">kurtosis</a></code>, <code><a href="last.html">last</a></code>,
+<code><a href="max.html">max</a></code>, <code><a href="mean.html">mean</a></code>, <code><a href="min.html">min</a></code>,
+<code><a href="sd.html">sd</a></code>, <code><a href="skewness.html">skewness</a></code>,
+<code><a href="stddev_pop.html">stddev_pop</a></code>, <code><a href="stddev_samp.html">stddev_samp</a></code>,
+<code><a href="sumDistinct.html">sumDistinct</a></code>, <code><a href="sum.html">sum</a></code>,
+<code><a href="var_pop.html">var_pop</a></code>, <code><a href="var_samp.html">var_samp</a></code>,
+<code><a href="var.html">var</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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

http://git-wip-us.apache.org/repos/asf/spark-website/blob/e1001463/site/docs/2.2.2/api/R/floor.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: floor</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 floor {SparkR}"><tr><td>floor {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>floor</h2>
+
+<h3>Description</h3>
+
+<p>Computes the floor of the given value.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+## S4 method for signature 'Column'
+floor(x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>floor since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other math_funcs: <code><a href="acos.html">acos</a></code>, <code><a href="asin.html">asin</a></code>,
+<code><a href="atan2.html">atan2</a></code>, <code><a href="atan.html">atan</a></code>,
+<code><a href="bin.html">bin</a></code>, <code><a href="bround.html">bround</a></code>,
+<code><a href="cbrt.html">cbrt</a></code>, <code><a href="ceil.html">ceil</a></code>,
+<code><a href="conv.html">conv</a></code>, <code><a href="corr.html">corr</a></code>,
+<code><a href="cosh.html">cosh</a></code>, <code><a href="cos.html">cos</a></code>,
+<code><a href="covar_pop.html">covar_pop</a></code>, <code><a href="cov.html">cov</a></code>,
+<code><a href="expm1.html">expm1</a></code>, <code><a href="exp.html">exp</a></code>,
+<code><a href="factorial.html">factorial</a></code>, <code><a href="hex.html">hex</a></code>,
+<code><a href="hypot.html">hypot</a></code>, <code><a href="log10.html">log10</a></code>,
+<code><a href="log1p.html">log1p</a></code>, <code><a href="log2.html">log2</a></code>,
+<code><a href="log.html">log</a></code>, <code><a href="pmod.html">pmod</a></code>,
+<code><a href="rint.html">rint</a></code>, <code><a href="round.html">round</a></code>,
+<code><a href="shiftLeft.html">shiftLeft</a></code>,
+<code><a href="shiftRightUnsigned.html">shiftRightUnsigned</a></code>,
+<code><a href="shiftRight.html">shiftRight</a></code>, <code><a href="sign.html">signum</a></code>,
+<code><a href="sinh.html">sinh</a></code>, <code><a href="sin.html">sin</a></code>,
+<code><a href="sqrt.html">sqrt</a></code>, <code><a href="tanh.html">tanh</a></code>,
+<code><a href="tan.html">tan</a></code>, <code><a href="toDegrees.html">toDegrees</a></code>,
+<code><a href="toRadians.html">toRadians</a></code>, <code><a href="unhex.html">unhex</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: floor(df$c)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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: format_number</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 format_number {SparkR}"><tr><td>format_number {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>format_number</h2>
+
+<h3>Description</h3>
+
+<p>Formats numeric column y to a format like '#,###,###.##', rounded to x decimal places
+with HALF_EVEN round mode, and returns the result as a string column.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+format_number(y, x)
+
+## S4 method for signature 'Column,numeric'
+format_number(y, x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>y</code></td>
+<td>
+<p>column to format</p>
+</td></tr>
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>number of decimal place to format to</p>
+</td></tr>
+</table>
+
+
+<h3>Details</h3>
+
+<p>If x is 0, the result has no decimal point or fractional part.
+If x &lt; 0, the result will be null.
+</p>
+
+
+<h3>Note</h3>
+
+<p>format_number since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other string_funcs: <code><a href="ascii.html">ascii</a></code>,
+<code><a href="base64.html">base64</a></code>, <code><a href="concat_ws.html">concat_ws</a></code>,
+<code><a href="concat.html">concat</a></code>, <code><a href="decode.html">decode</a></code>,
+<code><a href="encode.html">encode</a></code>, <code><a href="format_string.html">format_string</a></code>,
+<code><a href="initcap.html">initcap</a></code>, <code><a href="instr.html">instr</a></code>,
+<code><a href="length.html">length</a></code>, <code><a href="levenshtein.html">levenshtein</a></code>,
+<code><a href="locate.html">locate</a></code>, <code><a href="lower.html">lower</a></code>,
+<code><a href="lpad.html">lpad</a></code>, <code><a href="ltrim.html">ltrim</a></code>,
+<code><a href="regexp_extract.html">regexp_extract</a></code>,
+<code><a href="regexp_replace.html">regexp_replace</a></code>, <code><a href="reverse.html">reverse</a></code>,
+<code><a href="rpad.html">rpad</a></code>, <code><a href="rtrim.html">rtrim</a></code>,
+<code><a href="soundex.html">soundex</a></code>, <code><a href="substring_index.html">substring_index</a></code>,
+<code><a href="translate.html">translate</a></code>, <code><a href="trim.html">trim</a></code>,
+<code><a href="unbase64.html">unbase64</a></code>, <code><a href="upper.html">upper</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: format_number(df$n, 4)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>

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+<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 format_string {SparkR}"><tr><td>format_string {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>format_string</h2>
+
+<h3>Description</h3>
+
+<p>Formats the arguments in printf-style and returns the result as a string column.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+format_string(format, x, ...)
+
+## S4 method for signature 'character,Column'
+format_string(format, x, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>format</code></td>
+<td>
+<p>a character object of format strings.</p>
+</td></tr>
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a Column.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional Column(s).</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>format_string since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other string_funcs: <code><a href="ascii.html">ascii</a></code>,
+<code><a href="base64.html">base64</a></code>, <code><a href="concat_ws.html">concat_ws</a></code>,
+<code><a href="concat.html">concat</a></code>, <code><a href="decode.html">decode</a></code>,
+<code><a href="encode.html">encode</a></code>, <code><a href="format_number.html">format_number</a></code>,
+<code><a href="initcap.html">initcap</a></code>, <code><a href="instr.html">instr</a></code>,
+<code><a href="length.html">length</a></code>, <code><a href="levenshtein.html">levenshtein</a></code>,
+<code><a href="locate.html">locate</a></code>, <code><a href="lower.html">lower</a></code>,
+<code><a href="lpad.html">lpad</a></code>, <code><a href="ltrim.html">ltrim</a></code>,
+<code><a href="regexp_extract.html">regexp_extract</a></code>,
+<code><a href="regexp_replace.html">regexp_replace</a></code>, <code><a href="reverse.html">reverse</a></code>,
+<code><a href="rpad.html">rpad</a></code>, <code><a href="rtrim.html">rtrim</a></code>,
+<code><a href="soundex.html">soundex</a></code>, <code><a href="substring_index.html">substring_index</a></code>,
+<code><a href="translate.html">translate</a></code>, <code><a href="trim.html">trim</a></code>,
+<code><a href="unbase64.html">unbase64</a></code>, <code><a href="upper.html">upper</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: format_string(&#39;%d %s&#39;, df$a, df$b)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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: from_json</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 from_json {SparkR}"><tr><td>from_json {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>from_json</h2>
+
+<h3>Description</h3>
+
+<p>Parses a column containing a JSON string into a Column of <code>structType</code> with the specified
+<code>schema</code> or array of <code>structType</code> if <code>as.json.array</code> is set to <code>TRUE</code>.
+If the string is unparseable, the Column will contains the value NA.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+from_json(x, schema, ...)
+
+## S4 method for signature 'Column,structType'
+from_json(x, schema, as.json.array = FALSE, ...)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>Column containing the JSON string.</p>
+</td></tr>
+<tr valign="top"><td><code>schema</code></td>
+<td>
+<p>a structType object to use as the schema to use when parsing the JSON string.</p>
+</td></tr>
+<tr valign="top"><td><code>...</code></td>
+<td>
+<p>additional named properties to control how the json is parsed, accepts the same
+options as the JSON data source.</p>
+</td></tr>
+<tr valign="top"><td><code>as.json.array</code></td>
+<td>
+<p>indicating if input string is JSON array of objects or a single object.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>from_json since 2.2.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other normal_funcs: <code><a href="abs.html">abs</a></code>,
+<code><a href="bitwiseNOT.html">bitwiseNOT</a></code>, <code><a href="coalesce.html">coalesce</a></code>,
+<code><a href="column.html">column</a></code>, <code><a href="expr.html">expr</a></code>,
+<code><a href="greatest.html">greatest</a></code>, <code><a href="ifelse.html">ifelse</a></code>,
+<code><a href="is.nan.html">isnan</a></code>, <code><a href="least.html">least</a></code>,
+<code><a href="lit.html">lit</a></code>, <code><a href="nanvl.html">nanvl</a></code>,
+<code><a href="negate.html">negate</a></code>, <code><a href="randn.html">randn</a></code>,
+<code><a href="rand.html">rand</a></code>, <code><a href="struct.html">struct</a></code>,
+<code><a href="to_json.html">to_json</a></code>, <code><a href="when.html">when</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D schema &lt;- structType(structField(&quot;name&quot;, &quot;string&quot;),
+##D select(df, from_json(df$value, schema, dateFormat = &quot;dd/MM/yyyy&quot;))
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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: from_unixtime</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 from_unixtime {SparkR}"><tr><td>from_unixtime {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>from_unixtime</h2>
+
+<h3>Description</h3>
+
+<p>Converts the number of seconds from unix epoch (1970-01-01 00:00:00 UTC) to a string
+representing the timestamp of that moment in the current system time zone in the given
+format.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+from_unixtime(x, ...)
+
+## S4 method for signature 'Column'
+from_unixtime(x, format = "yyyy-MM-dd HH:mm:ss")
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>a Column of unix timestamp.</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>format</code></td>
+<td>
+<p>the target format. See
+<a href="http://docs.oracle.com/javase/tutorial/i18n/format/simpleDateFormat.html">
+Customizing Formats</a> for available options.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>from_unixtime since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other datetime_funcs: <code><a href="add_months.html">add_months</a></code>,
+<code><a href="date_add.html">date_add</a></code>, <code><a href="date_format.html">date_format</a></code>,
+<code><a href="date_sub.html">date_sub</a></code>, <code><a href="datediff.html">datediff</a></code>,
+<code><a href="dayofmonth.html">dayofmonth</a></code>, <code><a href="dayofyear.html">dayofyear</a></code>,
+<code><a href="from_utc_timestamp.html">from_utc_timestamp</a></code>, <code><a href="hour.html">hour</a></code>,
+<code><a href="last_day.html">last_day</a></code>, <code><a href="minute.html">minute</a></code>,
+<code><a href="months_between.html">months_between</a></code>, <code><a href="month.html">month</a></code>,
+<code><a href="next_day.html">next_day</a></code>, <code><a href="quarter.html">quarter</a></code>,
+<code><a href="second.html">second</a></code>, <code><a href="to_date.html">to_date</a></code>,
+<code><a href="to_timestamp.html">to_timestamp</a></code>,
+<code><a href="to_utc_timestamp.html">to_utc_timestamp</a></code>,
+<code><a href="unix_timestamp.html">unix_timestamp</a></code>, <code><a href="weekofyear.html">weekofyear</a></code>,
+<code><a href="window.html">window</a></code>, <code><a href="year.html">year</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: 
+##D from_unixtime(df$t)
+##D from_unixtime(df$t, &#39;yyyy/MM/dd HH&#39;)
+## End(Not run)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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: from_utc_timestamp</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 from_utc_timestamp {SparkR}"><tr><td>from_utc_timestamp {SparkR}</td><td style="text-align: right;">R Documentation</td></tr></table>
+
+<h2>from_utc_timestamp</h2>
+
+<h3>Description</h3>
+
+<p>Given a timestamp, which corresponds to a certain time of day in UTC, returns another timestamp
+that corresponds to the same time of day in the given timezone.
+</p>
+
+
+<h3>Usage</h3>
+
+<pre>
+from_utc_timestamp(y, x)
+
+## S4 method for signature 'Column,character'
+from_utc_timestamp(y, x)
+</pre>
+
+
+<h3>Arguments</h3>
+
+<table summary="R argblock">
+<tr valign="top"><td><code>y</code></td>
+<td>
+<p>Column to compute on.</p>
+</td></tr>
+<tr valign="top"><td><code>x</code></td>
+<td>
+<p>time zone to use.</p>
+</td></tr>
+</table>
+
+
+<h3>Note</h3>
+
+<p>from_utc_timestamp since 1.5.0
+</p>
+
+
+<h3>See Also</h3>
+
+<p>Other datetime_funcs: <code><a href="add_months.html">add_months</a></code>,
+<code><a href="date_add.html">date_add</a></code>, <code><a href="date_format.html">date_format</a></code>,
+<code><a href="date_sub.html">date_sub</a></code>, <code><a href="datediff.html">datediff</a></code>,
+<code><a href="dayofmonth.html">dayofmonth</a></code>, <code><a href="dayofyear.html">dayofyear</a></code>,
+<code><a href="from_unixtime.html">from_unixtime</a></code>, <code><a href="hour.html">hour</a></code>,
+<code><a href="last_day.html">last_day</a></code>, <code><a href="minute.html">minute</a></code>,
+<code><a href="months_between.html">months_between</a></code>, <code><a href="month.html">month</a></code>,
+<code><a href="next_day.html">next_day</a></code>, <code><a href="quarter.html">quarter</a></code>,
+<code><a href="second.html">second</a></code>, <code><a href="to_date.html">to_date</a></code>,
+<code><a href="to_timestamp.html">to_timestamp</a></code>,
+<code><a href="to_utc_timestamp.html">to_utc_timestamp</a></code>,
+<code><a href="unix_timestamp.html">unix_timestamp</a></code>, <code><a href="weekofyear.html">weekofyear</a></code>,
+<code><a href="window.html">window</a></code>, <code><a href="year.html">year</a></code>
+</p>
+
+
+<h3>Examples</h3>
+
+<pre><code class="r">## Not run: from_utc_timestamp(df$t, &#39;PST&#39;)
+</code></pre>
+
+
+<hr /><div style="text-align: center;">[Package <em>SparkR</em> version 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></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: gapply</title>
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link rel="stylesheet" type="text/css" href="R.css" />
+
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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>gapply
+</p>
+<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.</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="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="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="dapplyCollect.html">dapplyCollect</a></code>,
+<code><a href="dapply.html">dapply</a></code>, <code><a href="summary.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="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="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="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="registerTempTable-deprecated.html">registerTempTable</a></code>,
+<code><a href="rename.html">rename</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="take.html">take</a></code>, <code><a href="toJSON.html">toJSON</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="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 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$b), stringsAsFactors = FALSE)
+##D }, schema)
+##D 
+##D We can also group the data and afterwards call gapply on GroupedData.
+##D For Example:
+##D gdf &lt;- group_by(df, &quot;a&quot;, &quot;c&quot;)
+##D result &lt;- gapply(
+##D   gdf,
+##D   function(key, x) {
+##D     y &lt;- data.frame(key, mean(x$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 2.2.2 <a href="00Index.html">Index</a>]</div>
+</body></html>


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