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<h1 id="site_title"><span>Ruby on Rails</span></h1>
<h2 id="site_title_tagline">Sustainable productivity for web-application development</h2>
<ul id="navMain">
<li class="first-child"><a href="http://www.rubyonrails.org/" title="Ruby on Rails" class="ruby_on_rails">Ruby on Rails</a></li>
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<h2>Chapters</h2>
<ol>
<li>
<a href="#_basic_caching">Basic Caching</a>
<ul>
<li><a href="#_page_caching">Page Caching</a></li>
<li><a href="#_action_caching">Action Caching</a></li>
<li><a href="#_fragment_caching">Fragment Caching</a></li>
<li><a href="#_sweepers">Sweepers</a></li>
<li><a href="#_sql_caching">SQL Caching</a></li>
<li><a href="#_cache_stores">Cache stores</a></li>
</ul>
</li>
<li>
<a href="#_advanced_caching">Advanced Caching</a>
</li>
</ol>
</div>
<div id="content">
<h1>Caching with Rails: An overview</h1>
<div id="preamble">
<div class="sectionbody">
<div class="para"><p>Everyone caches. This guide will teach you what you need to know about
avoiding that expensive round-trip to your database and returning what you
need to return to those hungry web clients in the shortest time possible.</p></div>
</div>
</div>
<h2 id="_basic_caching">1. Basic Caching</h2>
<div class="sectionbody">
<div class="para"><p>This is an introduction to the three types of caching techniques that Rails
provides by default without the use of any third party plugins.</p></div>
<div class="para"><p>To get started make sure Base.perform_caching is set to true for your
environment.</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>Base<span style="color: #990000">.</span>perform_caching <span style="color: #990000">=</span> <span style="font-weight: bold"><span style="color: #0000FF">true</span></span>
</tt></pre></div></div>
<h3 id="_page_caching">1.1. Page Caching</h3>
<div class="para"><p>Page caching is a Rails mechanism which allows the request for a generated
page to be fulfilled by the webserver, without ever having to go through the
Rails stack at all. Obviously, this is super fast. Unfortunately, it can't be
applied to every situation (such as pages that need authentication) and since
the webserver is literally just serving a file from the filesystem, cache
expiration is an issue that needs to be dealt with.</p></div>
<div class="para"><p>So, how do you enable this super-fast cache behavior? Simple, let's say you
have a controller called ProductController and a <em>list</em> action that lists all
the products</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> ProductController <span style="color: #990000">&lt;</span> ActionController
cache_page <span style="color: #990000">:</span>list
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> list<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<div class="para"><p>The first time anyone requestsion products/list, Rails will generate a file
called list.html and the webserver will then look for that file before it
passes the next request for products/list to your Rails application.</p></div>
<div class="para"><p>By default, the page cache directory is set to Rails.public_path (which is
usually set to RAILS_ROOT + "/public") and this can be configured by changing
the configuration setting Base.cache_public_directory</p></div>
<div class="para"><p>The page caching mechanism will automatically add a .html exxtension to
requests for pages that do not have an extension to make it easy for the
webserver to find those pages and this can be configured by changing the
configuration setting Base.page_cache_extension</p></div>
<div class="para"><p>In order to expire this page when a new product is added we could extend our
example controler like this:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> ProductController <span style="color: #990000">&lt;</span> ActionController
cache_page <span style="color: #990000">:</span>list
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> list<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> create
expire_page <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>list
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<div class="para"><p>If you want a more complicated expiration scheme, you can use cache sweepers
to expire cached objects when things change. This is covered in the section on Sweepers.</p></div>
<h3 id="_action_caching">1.2. Action Caching</h3>
<div class="para"><p>One of the issues with page caching is that you cannot use it for pages that
require to restrict access somehow. This is where Action Caching comes in.
Action Caching works like Page Caching except for the fact that the incoming
web request does go from the webserver to the Rails stack and Action Pack so
that before_filters can be run on it before the cache is served, so that
authentication and other restrictions can be used while still serving the
result of the output from a cached copy.</p></div>
<div class="para"><p>Clearing the cache works in the exact same way as with Page Caching.</p></div>
<div class="para"><p>Let's say you only wanted authenticated users to edit or create a Product
object, but still cache those pages:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> ProductController <span style="color: #990000">&lt;</span> ActionController
before_filter <span style="color: #990000">:</span>authenticate<span style="color: #990000">,</span> <span style="color: #990000">:</span>only <span style="color: #990000">=&gt;</span> <span style="color: #990000">[</span> <span style="color: #990000">:</span>edit<span style="color: #990000">,</span> <span style="color: #990000">:</span>create <span style="color: #990000">]</span>
cache_page <span style="color: #990000">:</span>list
caches_action <span style="color: #990000">:</span>edit
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> list<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> create
expire_page <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>list
expire_action <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>edit
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> edit<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<div class="para"><p>And you can also use :if (or :unless) to pass a Proc that specifies when the
action should be cached. Also, you can use :layout &#8658; false to cache without
layout so that dynamic information in the layout such as logged in user info
or the number of items in the cart can be left uncached. This feature is
available as of Rails 2.2.</p></div>
<div class="para"><p>[More: more examples? Walk-through of action caching from request to response?
Description of Rake tasks to clear cached files? Show example of
subdomain caching? Talk about :cache_path, :if and assing blocks/Procs
to expire_action?]</p></div>
<h3 id="_fragment_caching">1.3. Fragment Caching</h3>
<div class="para"><p>Life would be perfect if we could get away with caching the entire contents of
a page or action and serving it out to the world. Unfortunately, dynamic web
applications usually build pages with a variety of components not all of which
have the same caching characteristics. In order to address such a dynamically
created page where different parts of the page need to be cached and expired
differently Rails provides a mechanism called Fragment caching.</p></div>
<div class="para"><p>Fragment caching allows a fragment of view logic to be wrapped in a cache
block and served out of the cache store when the next request comes in.</p></div>
<div class="para"><p>As an example, if you wanted to show all the orders placed on your website in
real time and didn't want to cache that part of the page, but did want to
cache the part of the page which lists all products available, you could use
this piece of code:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="color: #FF0000">&lt;% Order.find_recent.each do |o| %&gt;</span>
<span style="color: #FF0000">&lt;%= o.buyer.name %&gt;</span> bought <span style="color: #FF0000">&lt;% o.product.name %&gt;</span>
<span style="color: #FF0000">&lt;% end %&gt;</span>
<span style="color: #FF0000">&lt;% cache do %&gt;</span>
All available products<span style="color: #990000">:</span>
<span style="color: #FF0000">&lt;% Product.find(:all).each do |p| %&gt;</span>
<span style="color: #FF0000">&lt;%= link_to p.name, product_url(p) %&gt;</span>
<span style="color: #FF0000">&lt;% end %&gt;</span>
<span style="color: #FF0000">&lt;% end %&gt;</span>
</tt></pre></div></div>
<div class="para"><p>The cache block in our example will bind to the action that called it and is
written out to the same place as the Action Cache, which means that if you
want to cache multiple fragments per action, you should provide an action_path to the cache call:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="color: #FF0000">&lt;% cache(:action =&gt;</span> <span style="color: #FF0000">'recent'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action_suffix <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'all_products'</span><span style="color: #990000">)</span> <span style="font-weight: bold"><span style="color: #0000FF">do</span></span> <span style="color: #990000">%&gt;</span>
All available products<span style="color: #990000">:</span>
</tt></pre></div></div>
<div class="para"><p>and you can expire it using the expire_fragment method, like so:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>expire_fragment<span style="color: #990000">(:</span>controller <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'producst'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'recent'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action_suffix <span style="color: #990000">=&gt;</span> 'all_products<span style="color: #990000">)</span>
</tt></pre></div></div>
<h3 id="_sweepers">1.4. Sweepers</h3>
<div class="para"><p>Cache sweeping is a mechanism which allows you to get around having a ton of
expire_{page,action,fragment} calls in your code by moving all the work
required to expire cached content into a ActionController::Caching::Sweeper
class that is an Observer and looks for changes to an object via callbacks,
and when a change occurs it expires the caches associated with that object n
an around or after filter.</p></div>
<div class="para"><p>Continuing with our Product controller example, we could rewrite it with a
sweeper such as the following:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> StoreSweeper <span style="color: #990000">&lt;</span> ActionController<span style="color: #990000">::</span>Caching<span style="color: #990000">::</span>Sweeper
observe Product <span style="font-style: italic"><span style="color: #9A1900"># This sweeper is going to keep an eye on the Post model</span></span>
<span style="font-style: italic"><span style="color: #9A1900"># If our sweeper detects that a Post was created call this</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> after_create<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
expire_cache_for<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-style: italic"><span style="color: #9A1900"># If our sweeper detects that a Post was updated call this</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> after_update<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
expire_cache_for<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-style: italic"><span style="color: #9A1900"># If our sweeper detects that a Post was deleted call this</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> after_destroy<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
expire_cache_for<span style="color: #990000">(</span>product<span style="color: #990000">)</span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
private
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> expire_cache_for<span style="color: #990000">(</span>record<span style="color: #990000">)</span>
<span style="font-style: italic"><span style="color: #9A1900"># Expire the list page now that we added a new product</span></span>
expire_page<span style="color: #990000">(:</span>controller <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'#{record}'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'list'</span><span style="color: #990000">)</span>
<span style="font-style: italic"><span style="color: #9A1900"># Expire a fragment</span></span>
expire_fragment<span style="color: #990000">(:</span>controller <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'#{record}'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'recent'</span><span style="color: #990000">,</span> <span style="color: #990000">:</span>action_suffix <span style="color: #990000">=&gt;</span> <span style="color: #FF0000">'all_products'</span><span style="color: #990000">)</span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<div class="para"><p>Then we add it to our controller to tell it to call the sweeper when certain
actions are called. So, if we wanted to expire the cached content for the
list and edit actions when the create action was called, we could do the
following:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> ProductController <span style="color: #990000">&lt;</span> ActionController
before_filter <span style="color: #990000">:</span>authenticate<span style="color: #990000">,</span> <span style="color: #990000">:</span>only <span style="color: #990000">=&gt;</span> <span style="color: #990000">[</span> <span style="color: #990000">:</span>edit<span style="color: #990000">,</span> <span style="color: #990000">:</span>create <span style="color: #990000">]</span>
cache_page <span style="color: #990000">:</span>list
caches_action <span style="color: #990000">:</span>edit
cache_sweeper <span style="color: #990000">:</span>store_sweeper<span style="color: #990000">,</span> <span style="color: #990000">:</span>only <span style="color: #990000">=&gt;</span> <span style="color: #990000">[</span> <span style="color: #990000">:</span>create <span style="color: #990000">]</span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> list<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> create
expire_page <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>list
expire_action <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>edit
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> edit<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<h3 id="_sql_caching">1.5. SQL Caching</h3>
<div class="para"><p>Query caching is a Rails feature that caches the result set returned by each
query so that if Rails encounters the same query again for that request, it
will used the cached result set as opposed to running the query against the
database again.</p></div>
<div class="para"><p>For example:</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt><span style="font-weight: bold"><span style="color: #0000FF">class</span></span> ProductController <span style="color: #990000">&lt;</span> ActionController
before_filter <span style="color: #990000">:</span>authenticate<span style="color: #990000">,</span> <span style="color: #990000">:</span>only <span style="color: #990000">=&gt;</span> <span style="color: #990000">[</span> <span style="color: #990000">:</span>edit<span style="color: #990000">,</span> <span style="color: #990000">:</span>create <span style="color: #990000">]</span>
cache_page <span style="color: #990000">:</span>list
caches_action <span style="color: #990000">:</span>edit
cache_sweeper <span style="color: #990000">:</span>store_sweeper<span style="color: #990000">,</span> <span style="color: #990000">:</span>only <span style="color: #990000">=&gt;</span> <span style="color: #990000">[</span> <span style="color: #990000">:</span>create <span style="color: #990000">]</span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> list
<span style="font-style: italic"><span style="color: #9A1900"># Run a find query</span></span>
Product<span style="color: #990000">.</span>find<span style="color: #990000">(:</span>all<span style="color: #990000">)</span>
<span style="color: #990000">...</span>
<span style="font-style: italic"><span style="color: #9A1900"># Run the same query again</span></span>
Product<span style="color: #990000">.</span>find<span style="color: #990000">(:</span>all<span style="color: #990000">)</span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> create
expire_page <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>list
expire_action <span style="color: #990000">:</span>action <span style="color: #990000">=&gt;</span> <span style="color: #990000">:</span>edit
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">def</span></span> edit<span style="color: #990000">;</span> <span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
<span style="font-weight: bold"><span style="color: #0000FF">end</span></span>
</tt></pre></div></div>
<div class="para"><p>In the <em>list</em> action above, the result set returned by the first
Product.find(:all) will be cached and will be used to avoid querying the
database again the second time that finder is called.</p></div>
<div class="para"><p>Query caches are created at the start of an action and destroyed at the end of
that action and thus persist only for the duration of the action.</p></div>
<h3 id="_cache_stores">1.6. Cache stores</h3>
<div class="para"><p>Rails provides different stores for the cached data for action and fragment
caches. Page caches are always stored on disk.</p></div>
<div class="para"><p>The cache stores provided include:</p></div>
<div class="para"><p>1) Memory store: Cached data is stored in the memory allocated to the Rails
process, which is fine for WEBrick and for FCGI (if you
don't care that each FCGI process holds its own fragment
store). It's not suitable for CGI as the process is thrown
away at the end of each request. It can potentially also
take up a lot of memory since each process keeps all the
caches in memory.</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>ActionController<span style="color: #990000">::</span>Base<span style="color: #990000">.</span>cache_store <span style="color: #990000">=</span> <span style="color: #990000">:</span>memory_store
</tt></pre></div></div>
<div class="para"><p>2) File store: Cached data is stored on the disk, this is the default store
and the default path for this store is: /tmp/cache. Works
well for all types of environments and allows all processes
running from the same application directory to access the
cached content.</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>ActionController<span style="color: #990000">::</span>Base<span style="color: #990000">.</span>cache_store <span style="color: #990000">=</span> <span style="color: #990000">:</span>file_store<span style="color: #990000">,</span> <span style="color: #FF0000">"/path/to/cache/directory"</span>
</tt></pre></div></div>
<div class="para"><p>3) DRb store: Cached data is stored in a separate shared DRb process that all
servers communicate with. This works for all environments and
only keeps one cache around for all processes, but requires
that you run and manage a separate DRb process.</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>ActionController<span style="color: #990000">::</span>Base<span style="color: #990000">.</span>cache_store <span style="color: #990000">=</span> <span style="color: #990000">:</span>drb_store<span style="color: #990000">,</span> <span style="color: #FF0000">"druby://localhost:9192"</span>
</tt></pre></div></div>
<div class="para"><p>4) MemCached store: Works like DRbStore, but uses Danga's MemCache instead.
Requires the ruby-memcache library:
gem install ruby-memcache.</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>ActionController<span style="color: #990000">::</span>Base<span style="color: #990000">.</span>cache_store <span style="color: #990000">=</span> <span style="color: #990000">:</span>mem_cache_store<span style="color: #990000">,</span> <span style="color: #FF0000">"localhost"</span>
</tt></pre></div></div>
<div class="para"><p>5) Custom store: You can define your own cache store (new in Rails 2.1)</p></div>
<div class="listingblock">
<div class="content"><!-- Generator: GNU source-highlight 2.9
by Lorenzo Bettini
http://www.lorenzobettini.it
http://www.gnu.org/software/src-highlite -->
<pre><tt>ActionController<span style="color: #990000">::</span>Base<span style="color: #990000">.</span>cache_store <span style="color: #990000">=</span> MyOwnStore<span style="color: #990000">.</span>new<span style="color: #990000">(</span><span style="color: #FF0000">"parameter"</span><span style="color: #990000">)</span>
</tt></pre></div></div>
</div>
<h2 id="_advanced_caching">2. Advanced Caching</h2>
<div class="sectionbody">
<div class="para"><p>Along with the built-in mechanisms outlined above, a number of excellent
plugins exist to help with finer grained control over caching. These include
Chris Wanstrath's excellent cache_fu plugin (more info here:
<a href="http://errtheblog.com/posts/57-kickin-ass-w-cachefu">http://errtheblog.com/posts/57-kickin-ass-w-cachefu</a>) and Evan Weaver's
interlock plugin (more info here:
<a href="http://blog.evanweaver.com/articles/2007/12/13/better-rails-caching/">http://blog.evanweaver.com/articles/2007/12/13/better-rails-caching/</a>). Both
of these plugins play nice with memcached and are a must-see for anyone
seriously considering optimizing their caching needs.</p></div>
</div>
</div>
</div>
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