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453 google-r-style.html
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- <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01//EN"
- "http://www.w3.org/TR/REC-html4/strict.dtd">
+<!DOCTYPE html>
<html>
- <head>
- <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
- <link rel="stylesheet" type="text/css"
- href="http://www.corp.google.com/eng/docstyle.css">
- <title>Google's R Style Guide</title>
- <style type="text/css">
- ul.NoBullet {list-style-type: none}
- </style>
- </head>
-
- <body>
-
-<!---------------------------------------------------------------------------->
-
- <h1>Google's R Style Guide</h1>
-
- <p>
- R is a high-level programming language used primarily for statistical
- computing and graphics. The goal of the R Programming Style Guide
- is to make our R code easier to read, share, and verify. The rules
- below were designed in collaboration with the entire R user community
- at Google.
- </p>
-
-<!---------------------------------------------------------------------------->
-
- <ul class="NoBullet">
- <h2><li>Summary: R Style Rules</li></h2>
- <ol>
- <li><a href=#filenames>File Names</a>: end in <code>.R</code></li>
- <li><a href=#identifiers>Identifiers</a>: <code>variable.name</code>,
- <code>FunctionName</code>, <code>kConstantName</code></li>
-
- <li><a href=#linelength>Line Length</a>: maximum 80 characters</li>
- <li><a href=#indentation>Indentation</a>: two spaces, no tabs</li>
- <li><a href=#spacing>Spacing</a></li>
- <li><a href=#curlybraces>Curly Braces</a>: first on same line, last on
- own line</li>
- <li><a href=#assignment>Assignment</a>: use <code>&lt;-</code>, not
- <code>=</code></li>
-
- <li><a href=#semicolons>Semicolons</a>: don't use them</li>
- <li><a href=#generallayout> General Layout and Ordering</a></li>
- <li><a href=#comments> Commenting Guidelines</a>: all comments begin
- with <code>#</code> followed by a space; inline comments need two
- spaces before the <code>#</code></li>
-
- <li><a href=#functiondefinition>Function Definitions and Calls</a></li>
- <li><a href=#functiondocumentation> Function Documentation</a></li>
- <li><a href=#examplefunction> Example Function</a></li>
- <li><a href=#todo> TODO Style</a>: <code>TODO(username)</code></li>
-
- </ol>
- <h2><li>Summary: R Language Rules</li></h2>
- <ol>
- <li><a href=#attach> <code>attach</code></a>: avoid using it</li>
- <li><a href=#functionlanguage> Functions</a>:
- errors should be raised using <code>stop()</code></li>
-
- <li><a href=#object> Objects and Methods</a>: avoid S4 objects and
- methods when possible; never mix S3 and S4 </li>
- </ol>
- </ul>
-
- <br>
- <ol>
-<!---------------------------------------------------------------------------->
-
- <h3><li>Notation and Naming</li></h3>
-
- <ul class="NoBullet">
- <h4 id="filenames"><li>File Names</li></h4>
- <p>
- File names should end in <code>.R</code> and, of course, be
- meaningful.
- <br> GOOD: <code>predict_ad_revenue.R</code>
- <br> BAD: <code><span style="color:red">foo.R</span></code>
-
- </p>
- <h4 id="identifiers"><li>Identifiers</li></h4>
- <p>
- Don't use underscores ( <code>_</code> ) or hyphens
- ( <code>-</code> ) in identifiers.
- Identifiers should be named according to the following conventions.
- Variable names should have all lower case letters and words
- separated with dots (<code>.</code>);
- function names have initial capital letters and no dots
- (CapWords);
- constants are named like functions but with an initial
- <code>k</code>.
- </p>
-
- <ul>
- <li><code>variable.name </code>
- <br> GOOD: <code>avg.clicks</code>
- <br> BAD: <code><span style="color:red">avg_Clicks
- </span></code>, <code><span style="color:red">avgClicks
- </span></code>
-
- </li>
- <li><code>FunctionName </code>
- <br> GOOD: <code>CalculateAvgClicks</code>
- <br> BAD: <code><span style="color:red">calculate_avg_clicks
- </span></code>,
- <code><span style="color:red">calculateAvgClicks</span></code>
-
- <br> Make function names verbs.
- <br><em>Exception: When creating a classed object, the function
- name (constructor) and class should match (e.g., lm).</em>
- <li><code>kConstantName </code></li>
- </ul>
- </ul>
-
-<!---------------------------------------------------------------------------->
-
- <h3><li>Syntax</li></h3>
-
- <ul class="NoBullet">
- <h4 id="linelength"><li>Line Length</li></h4>
- <p>
- The maximum line length is 80 characters.
- </p>
- <h4 id="indentation"><li>Indentation</li></h4>
- <p>
- When indenting your code, use two spaces. Never use tabs or mix
- tabs and spaces.
- <br><em>Exception: When a line break occurs inside parentheses,
- align the wrapped line with the first character inside the
- parenthesis.</em>
-
- <p>
- <h4 id="spacing"><li>Spacing</li></h4>
- <p>
- Place spaces around all binary operators (<code>=</code>,
- <code>+</code>, <code>-</code>, <code>&lt;-</code>, etc.).
- <br><em> Exception: Spaces around <code>=</code>'s are
- optional when passing parameters in a function call.</em>
-
- </p>
- <p>
- Do not place a space before a comma, but always place one after a
- comma.
- <br><br> GOOD:<pre><code>tabPrior &lt;- table(df[df$daysFromOpt &lt; 0, &quot;campaignid&quot;])
-total &lt;- sum(x[, 1])
-total &lt;- sum(x[1, ])</code></pre>
-
- </p>
- <p>
- BAD:<pre><code><span style="color:red">tabPrior &lt;- table(df[df$daysFromOpt&lt;0, &quot;campaignid&quot;]) # Needs spaces around '<'
-tabPrior &lt;- table(df[df$daysFromOpt &lt; 0,&quot;campaignid&quot;]) # Needs a space after the comma
-tabPrior&lt;- table(df[df$daysFromOpt &lt; 0, &quot;campaignid&quot;]) # Needs a space before &lt;-
-tabPrior<-table(df[df$daysFromOpt &lt; 0, &quot;campaignid&quot;]) # Needs spaces around &lt;-
-total &lt;- sum(x[,1]) # Needs a space after the comma
-total &lt;- sum(x[ ,1]) # Needs a space after the comma, not before</span></code></pre>
-
- </p>
- <p>
- Place a space before left parenthesis, except in a function call.
- </p>
- <p>
- GOOD:
- <br><code>if (debug)</code>
- </p>
- <p>
-
- BAD:
- <br><code><span style="color:red">if(debug)</span></code>
- </p>
- <p>
- Extra spacing (i.e., more than one space in a row) is okay if it
- improves alignment of equals signs or arrows (<code><-</code>).
- </p>
-<pre><code>plot(x = xCoord,
- y = dataMat[, makeColName(metric, ptiles[1], &quot;roiOpt&quot;)],
- ylim = ylim,
- xlab = &quot;dates&quot;,
- ylab = metric,
- main = (paste(metric, &quot; for 3 samples &quot;, sep=&quot;&quot;)))
-
-</pre></code>
- <p>
- Do not place spaces around code in parentheses or square brackets.
- <br><em> Exception: Always place a space after a comma.</em>
- </p>
- <p>
- GOOD: <pre><code>if (debug)
-x[1, ]</code></pre>
- </p>
-
- <p>
- BAD:<pre><code><span style="color:red">if ( debug ) # No spaces around debug
-x[1,] # Needs a space after the comma </span></code></pre>
- </p>
- <h4 id="curlybraces"><li>Curly Braces</li></h4>
- <p>
- An opening curly brace should never go on its own line; a closing
- curly brace should always go on its own line. You may omit curly
- braces when a block consists of a single statement; however, you
- must <em>consistently</em> either use or not use curly braces for
- single statement blocks.
- </p>
-
- <code><pre>
-if (is.null(ylim)) {
- ylim &lt;- c(0, 0.06)
-}</pre></code>
- <p>
- xor (but not both)
- </p>
- <code><pre>
-if (is.null(ylim))
- ylim &lt;- c(0, 0.06)</pre></code>
- <p>
-
- Always begin the body of a block on a new line.
- </p>
- <p>
- BAD:
- <br><code><span style="color:red"> if (is.null(ylim))
- ylim &lt;- c(0, 0.06)</span></code>
- <br><code><span style="color:red"> if (is.null(ylim))
- {ylim &lt;- c(0, 0.06)} </span></code>
- </p>
-
- <h4 id="assignment"><li>Assignment</li></h4>
- <p>
- Use <code>&lt;-</code>, not <code>=</code>, for assignment.
- </p>
- <p>
- GOOD:
- <br><code> x &lt;- 5 </code>
-
- </p>
- <p>
- BAD:
- <br><code><span style="color:red"> x = 5</span></code>
- </p>
- <h4 id="semicolons"><li>Semicolons</li></h4>
- <p>
- Do not terminate your lines with semicolons or use semicolons to
- put more than one command on the same line. (Semicolons are not
- necessary, and are omitted for consistency with other Google style
- guides.)
- </p>
-
- </ul>
-
-<!---------------------------------------------------------------------------->
-
- <h3><li> Organization </li></h3>
- <ul class="NoBullet">
- <h4 id="generallayout"><li>General Layout and Ordering</li></h4>
- <p>
- If everyone uses the same general ordering, we'll be able to
- read and understand each other's scripts faster and more easily.
- </p>
-
- <ol>
- <li>Copyright statement comment
- <li>Author comment
- <li>File description comment, including purpose of
- program, inputs, and outputs
- <li><code>source()</code> and <code>library()</code> statements
- <li>Function definitions
- <li>Executed statements, if applicable (e.g.,
- <code> print</code>, <code>plot</code>)
- </ol>
-
- <p>
- Unit tests should go in a separate file named
- <code>originalfilename_unittest.R</code>.
- <p>
- <h4 id="comments"><li>Commenting Guidelines</li></h4>
- <p>
- Comment your code. Entire commented lines should begin with
- <code>#</code> and one space.
- </p>
-
- <p>
- Short comments can be placed after code preceded by two spaces,
- <code>#</code>, and then one space.
- </p>
-<pre><code># Create histogram of frequency of campaigns by pct budget spent.
-hist(df$pctSpent,
- breaks = &quot;scott&quot;, # method for choosing number of buckets
- main = &quot;Histogram: fraction budget spent by campaignid&quot;,
- xlab = &quot;Fraction of budget spent&quot;,
- ylab = &quot;Frequency (count of campaignids)&quot;)
-</code></pre>
-
- <h4 id="functiondefinition"><li> Function Definitions and
- Calls</li></h4>
- <p>
- Function definitions should first list arguments without default
- values, followed by those with default values.
- </p>
- <p>
- In both function definitions and function calls, multiple
- arguments per line are allowed; line breaks are only allowed
- between assignments.
- <br>GOOD:
-<pre><code>PredictCTR &lt;- function(query, property, numDays,
- showPlot = TRUE)
-</code></pre>
-
- BAD:
-<pre><code><span style="color:red">PredictCTR &lt;- function(query, property, numDays, showPlot =
- TRUE)
-</span></code></pre>
- <p> Ideally, unit tests should serve as sample function calls (for
- shared library routines).
- <h4 id="functiondocumentation"><li> Function Documentation </li></h4>
- <p> Functions should contain a comments section immediately below
- the function definition line. These comments should consist of a
- one-sentence description of the function; a list of the function's
- arguments, denoted by <code>Args:</code>, with a description of
- each (including the data type); and a description of the return
- value, denoted by <code>Returns:</code>. The comments should be
- descriptive enough that a caller can use the function without
- reading any of the function's code.
-
-
- <h4 id="examplefunction"><li> Example Function </li></h4><pre><code>
-
-CalculateSampleCovariance &lt;- function(x, y, verbose = TRUE) {
- # Computes the sample covariance between two vectors.
- #
- # Args:
- # x: One of two vectors whose sample covariance is to be calculated.
- # y: The other vector. x and y must have the same length, greater than one,
- # with no missing values.
- # verbose: If TRUE, prints sample covariance; if not, not. Default is TRUE.
- #
- # Returns:
- # The sample covariance between x and y.
- n &lt;- length(x)
- # Error handling
- if (n &lt;= 1 || n != length(y)) {
- stop(&quot;Arguments x and y have invalid lengths: &quot;,
- length(x), &quot; and &quot;, length(y), &quot;.&quot;)
- }
- if (TRUE %in% is.na(x) || TRUE %in% is.na(y)) {
- stop(&quot; Arguments x and y must not have missing values.&quot;)
- }
- covariance &lt;- var(x, y)
- if (verbose)
- cat(&quot;Covariance = &quot;, round(covariance, 4), &quot;.\n&quot;, sep = &quot;&quot;)
- return(covariance)
-}
-
-</code></pre>
-
- <h4 id="todo"><li> TODO Style </li></h4>
- <p> Use a consistent style for TODOs throughout your code.
- <br><CODE>TODO(username): Explicit description of action to
- be taken</CODE>
- </ul>
-
-<!---------------------------------------------------------------------------->
-
- <h3><li> Language </li></h3>
-
- <ul class="NoBullet">
- <h4 id="attach"><li> Attach </li></h4>
- <p> The possibilities for creating errors when using
- <code>attach</code> are numerous. Avoid it.
- <h4 id="functionlanguage"><li>Functions </li></h4>
- <p> Errors should be raised using <code>stop()</code>.
- <h4 id="object"><li>Objects and Methods</li></h4>
-
- <p> The S language has two object systems, S3 and S4, both of which
- are available in R. S3 methods are more interactive and flexible,
- whereas S4 methods are more formal and rigorous. (For an illustration
- of the two systems, see Thomas Lumley's
- "Programmer's Niche: A Simple
- Class, in S3 and S4" in R News 4/1, 2004, pgs. 33 - 36:
- <a href="http://cran.r-project.org/doc/Rnews/Rnews_2004-1.pdf">
- http://cran.r-project.org/doc/Rnews/Rnews_2004-1.pdf</a>.)
- <p>Use S3 objects and methods unless there is a strong reason to use
- S4 objects or methods. A primary justification for an S4 object
- would be to use objects directly in C++ code. A primary
- justification for an S4 generic/method would be to dispatch on two
- arguments.
- <p>Avoid mixing S3 and S4: S4 methods ignore S3 inheritance and
- vice-versa.
- </ul>
-
-
-<!---------------------------------------------------------------------------->
- <h3><li> Exceptions </li></h3>
-
- The coding conventions described above should be followed, unless
- there is good reason to do otherwise. Exceptions include
- legacy code and modifying third-party code.
-
-<!---------------------------------------------------------------------------->
- <h3><li> Parting Words </li></h3>
-
- Use common sense and BE CONSISTENT.
- <p>
- If you are editing code, take a few minutes to look at the code around
- you and determine its style. If others use spaces around their
- <code>if </code>
- clauses, you should, too. If their comments have little boxes of stars
- around them, make your comments have little boxes of stars around them,
- too.
- <p>
-
- The point of having style guidelines is to have a common vocabulary of
- coding so people can concentrate on <em>what</em> you are saying,
- rather than on <em>how</em> you are saying it. We present global style
- rules here so people
- know the vocabulary. But local style is also important. If code you add
- to a file looks drastically different from the existing code around it,
- the discontinuity will throw readers out of their rhythm when they go to
- read it. Try to avoid this.
-
- OK, enough writing about writing code; the code itself is much more
- interesting. Have fun!
-
-<!---------------------------------------------------------------------------->
- <h3><li> References </li></h3>
-
- <a href="http://www.maths.lth.se/help/R/RCC/">
- http://www.maths.lth.se/help/R/RCC/</a> - R Coding Conventions
- <br>
- <a href="http://ess.r-project.org/">http://ess.r-project.org/</a> - For
- emacs users. This runs R in your emacs and has an emacs mode.
-
- </ol>
-
-<!---------------------------------------------------------------------------->
-
-
-
+<head>
+ <meta charset="utf8">
+ <meta http-equiv="content-type" content="text/html;charset=utf-8">
+ <meta http-equiv="refresh" content="1; url=Rguide.xml">
+ <title>Redirecting</title>
+</head>
+<!-- The BODY onLoad redirect is the best: it preserves #fragments and
+ ?queries. But it requires javascript. If that fails, the
+ meta-refresh kicks in; it works more generally, but loses fragments
+ and queries, takes a second, and pollutes the browser history.
+ If they both fail, we let the user manually click on the new link.
+-->
+ <body onload="location.replace(location.href.replace('google-r-style.html', 'Rguide.xml'))">
+ Redirecting you to <a href="Rguide.xml">Rguide.xml</a>.
+</body>
</html>

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