| ======================== |
| Django's cache framework |
| ======================== |
| |
| A fundamental tradeoff in dynamic Web sites is, well, they're dynamic. Each |
| time a user requests a page, the Web server makes all sorts of calculations -- |
| from database queries to template rendering to business logic -- to create the |
| page that your site's visitor sees. This is a lot more expensive, from a |
| processing-overhead perspective, than your standard read-a-file-off-the-filesystem |
| server arrangement. |
| |
| For most Web applications, this overhead isn't a big deal. Most Web |
| applications aren't washingtonpost.com or slashdot.org; they're simply small- |
| to medium-sized sites with so-so traffic. But for medium- to high-traffic |
| sites, it's essential to cut as much overhead as possible. |
| |
| That's where caching comes in. |
| |
| To cache something is to save the result of an expensive calculation so that |
| you don't have to perform the calculation next time. Here's some pseudocode |
| explaining how this would work for a dynamically generated Web page:: |
| |
| given a URL, try finding that page in the cache |
| if the page is in the cache: |
| return the cached page |
| else: |
| generate the page |
| save the generated page in the cache (for next time) |
| return the generated page |
| |
| Django comes with a robust cache system that lets you save dynamic pages so |
| they don't have to be calculated for each request. For convenience, Django |
| offers different levels of cache granularity: You can cache the output of |
| specific views, you can cache only the pieces that are difficult to produce, or |
| you can cache your entire site. |
| |
| Django also works well with "upstream" caches, such as Squid |
| (http://www.squid-cache.org/) and browser-based caches. These are the types of |
| caches that you don't directly control but to which you can provide hints (via |
| HTTP headers) about which parts of your site should be cached, and how. |
| |
| Setting up the cache |
| ==================== |
| |
| The cache system requires a small amount of setup. Namely, you have to tell it |
| where your cached data should live -- whether in a database, on the filesystem |
| or directly in memory. This is an important decision that affects your cache's |
| performance; yes, some cache types are faster than others. |
| |
| Your cache preference goes in the ``CACHE_BACKEND`` setting in your settings |
| file. Here's an explanation of all available values for CACHE_BACKEND. |
| |
| Memcached |
| --------- |
| |
| By far the fastest, most efficient type of cache available to Django, Memcached |
| is an entirely memory-based cache framework originally developed to handle high |
| loads at LiveJournal.com and subsequently open-sourced by Danga Interactive. |
| It's used by sites such as Slashdot and Wikipedia to reduce database access and |
| dramatically increase site performance. |
| |
| Memcached is available for free at http://danga.com/memcached/ . It runs as a |
| daemon and is allotted a specified amount of RAM. All it does is provide an |
| interface -- a *super-lightning-fast* interface -- for adding, retrieving and |
| deleting arbitrary data in the cache. All data is stored directly in memory, |
| so there's no overhead of database or filesystem usage. |
| |
| After installing Memcached itself, you'll need to install the Memcached Python |
| bindings. They're in a single Python module, memcache.py, available at |
| ftp://ftp.tummy.com/pub/python-memcached/ . If that URL is no longer valid, |
| just go to the Memcached Web site (http://www.danga.com/memcached/) and get the |
| Python bindings from the "Client APIs" section. |
| |
| To use Memcached with Django, set ``CACHE_BACKEND`` to |
| ``memcached://ip:port/``, where ``ip`` is the IP address of the Memcached |
| daemon and ``port`` is the port on which Memcached is running. |
| |
| In this example, Memcached is running on localhost (127.0.0.1) port 11211:: |
| |
| CACHE_BACKEND = 'memcached://127.0.0.1:11211/' |
| |
| One excellent feature of Memcached is its ability to share cache over multiple |
| servers. To take advantage of this feature, include all server addresses in |
| ``CACHE_BACKEND``, separated by semicolons. In this example, the cache is |
| shared over Memcached instances running on IP address 172.19.26.240 and |
| 172.19.26.242, both on port 11211:: |
| |
| CACHE_BACKEND = 'memcached://172.19.26.240:11211;172.19.26.242:11211/' |
| |
| Memory-based caching has one disadvantage: Because the cached data is stored in |
| memory, the data will be lost if your server crashes. Clearly, memory isn't |
| intended for permanent data storage, so don't rely on memory-based caching as |
| your only data storage. Actually, none of the Django caching backends should be |
| used for permanent storage -- they're all intended to be solutions for caching, |
| not storage -- but we point this out here because memory-based caching is |
| particularly temporary. |
| |
| Database caching |
| ---------------- |
| |
| To use a database table as your cache backend, first create a cache table in |
| your database by running this command:: |
| |
| python manage.py createcachetable [cache_table_name] |
| |
| ...where ``[cache_table_name]`` is the name of the database table to create. |
| (This name can be whatever you want, as long as it's a valid table name that's |
| not already being used in your database.) This command creates a single table |
| in your database that is in the proper format that Django's database-cache |
| system expects. |
| |
| Once you've created that database table, set your ``CACHE_BACKEND`` setting to |
| ``"db://tablename/"``, where ``tablename`` is the name of the database table. |
| In this example, the cache table's name is ``my_cache_table``: |
| |
| CACHE_BACKEND = 'db://my_cache_table' |
| |
| Database caching works best if you've got a fast, well-indexed database server. |
| |
| Filesystem caching |
| ------------------ |
| |
| To store cached items on a filesystem, use the ``"file://"`` cache type for |
| ``CACHE_BACKEND``. For example, to store cached data in ``/var/tmp/django_cache``, |
| use this setting:: |
| |
| CACHE_BACKEND = 'file:///var/tmp/django_cache' |
| |
| Note that there are three forward slashes toward the beginning of that example. |
| The first two are for ``file://``, and the third is the first character of the |
| directory path, ``/var/tmp/django_cache``. |
| |
| The directory path should be absolute -- that is, it should start at the root |
| of your filesystem. It doesn't matter whether you put a slash at the end of the |
| setting. |
| |
| Make sure the directory pointed-to by this setting exists and is readable and |
| writable by the system user under which your Web server runs. Continuing the |
| above example, if your server runs as the user ``apache``, make sure the |
| directory ``/var/tmp/django_cache`` exists and is readable and writable by the |
| user ``apache``. |
| |
| Local-memory caching |
| -------------------- |
| |
| If you want the speed advantages of in-memory caching but don't have the |
| capability of running Memcached, consider the local-memory cache backend. This |
| cache is multi-process and thread-safe. To use it, set ``CACHE_BACKEND`` to |
| ``"locmem:///"``. For example:: |
| |
| CACHE_BACKEND = 'locmem:///' |
| |
| Simple caching (for development) |
| -------------------------------- |
| |
| A simple, single-process memory cache is available as ``"simple:///"``. This |
| merely saves cached data in-process, which means it should only be used in |
| development or testing environments. For example:: |
| |
| CACHE_BACKEND = 'simple:///' |
| |
| Dummy caching (for development) |
| ------------------------------- |
| |
| Finally, Django comes with a "dummy" cache that doesn't actually cache -- it |
| just implements the cache interface without doing anything. |
| |
| This is useful if you have a production site that uses heavy-duty caching in |
| various places but a development/test environment on which you don't want to |
| cache. In that case, set ``CACHE_BACKEND`` to ``"dummy:///"`` in the settings |
| file for your development environment. As a result, your development |
| environment won't use caching and your production environment still will. |
| |
| CACHE_BACKEND arguments |
| ----------------------- |
| |
| All caches may take arguments. They're given in query-string style on the |
| ``CACHE_BACKEND`` setting. Valid arguments are: |
| |
| timeout |
| Default timeout, in seconds, to use for the cache. Defaults to 5 |
| minutes (300 seconds). |
| |
| max_entries |
| For the simple and database backends, the maximum number of entries |
| allowed in the cache before it is cleaned. Defaults to 300. |
| |
| cull_percentage |
| The percentage of entries that are culled when max_entries is reached. |
| The actual percentage is 1/cull_percentage, so set cull_percentage=3 to |
| cull 1/3 of the entries when max_entries is reached. |
| |
| A value of 0 for cull_percentage means that the entire cache will be |
| dumped when max_entries is reached. This makes culling *much* faster |
| at the expense of more cache misses. |
| |
| In this example, ``timeout`` is set to ``60``:: |
| |
| CACHE_BACKEND = "memcached://127.0.0.1:11211/?timeout=60" |
| |
| In this example, ``timeout`` is ``30`` and ``max_entries`` is ``400``:: |
| |
| CACHE_BACKEND = "memcached://127.0.0.1:11211/?timeout=30&max_entries=400" |
| |
| Invalid arguments are silently ignored, as are invalid values of known |
| arguments. |
| |
| The per-site cache |
| ================== |
| |
| Once the cache is set up, the simplest way to use caching is to cache your |
| entire site. Just add ``'django.middleware.cache.CacheMiddleware'`` to your |
| ``MIDDLEWARE_CLASSES`` setting, as in this example:: |
| |
| MIDDLEWARE_CLASSES = ( |
| 'django.middleware.cache.CacheMiddleware', |
| 'django.middleware.common.CommonMiddleware', |
| ) |
| |
| (The order of ``MIDDLEWARE_CLASSES`` matters. See "Order of MIDDLEWARE_CLASSES" |
| below.) |
| |
| Then, add the following required settings to your Django settings file: |
| |
| * ``CACHE_MIDDLEWARE_SECONDS`` -- The number of seconds each page should be |
| cached. |
| * ``CACHE_MIDDLEWARE_KEY_PREFIX`` -- If the cache is shared across multiple |
| sites using the same Django installation, set this to the name of the site, |
| or some other string that is unique to this Django instance, to prevent key |
| collisions. Use an empty string if you don't care. |
| |
| The cache middleware caches every page that doesn't have GET or POST |
| parameters. Optionally, if the ``CACHE_MIDDLEWARE_ANONYMOUS_ONLY`` setting is |
| ``True``, only anonymous requests (i.e., not those made by a logged-in user) |
| will be cached. This is a simple and effective way of disabling caching for any |
| user-specific pages (include Django's admin interface). Note that if you use |
| ``CACHE_MIDDLEWARE_ANONYMOUS_ONLY``, you should make sure you've activated |
| ``AuthenticationMiddleware`` and that ``AuthenticationMiddleware`` appears |
| before ``CacheMiddleware`` in your ``MIDDLEWARE_CLASSES``. |
| |
| Additionally, ``CacheMiddleware`` automatically sets a few headers in each |
| ``HttpResponse``: |
| |
| * Sets the ``Last-Modified`` header to the current date/time when a fresh |
| (uncached) version of the page is requested. |
| * Sets the ``Expires`` header to the current date/time plus the defined |
| ``CACHE_MIDDLEWARE_SECONDS``. |
| * Sets the ``Cache-Control`` header to give a max age for the page -- again, |
| from the ``CACHE_MIDDLEWARE_SECONDS`` setting. |
| |
| See the `middleware documentation`_ for more on middleware. |
| |
| .. _`middleware documentation`: ../middleware/ |
| |
| The per-view cache |
| ================== |
| |
| A more granular way to use the caching framework is by caching the output of |
| individual views. ``django.views.decorators.cache`` defines a ``cache_page`` |
| decorator that will automatically cache the view's response for you. It's easy |
| to use:: |
| |
| from django.views.decorators.cache import cache_page |
| |
| def slashdot_this(request): |
| ... |
| |
| slashdot_this = cache_page(slashdot_this, 60 * 15) |
| |
| Or, using Python 2.4's decorator syntax:: |
| |
| @cache_page(60 * 15) |
| def slashdot_this(request): |
| ... |
| |
| ``cache_page`` takes a single argument: the cache timeout, in seconds. In the |
| above example, the result of the ``slashdot_this()`` view will be cached for 15 |
| minutes. |
| |
| The low-level cache API |
| ======================= |
| |
| Sometimes, however, caching an entire rendered page doesn't gain you very much. |
| For example, you may find it's only necessary to cache the result of an |
| intensive database query. In cases like this, you can use the low-level cache |
| API to store objects in the cache with any level of granularity you like. |
| |
| The cache API is simple. The cache module, ``django.core.cache``, exports a |
| ``cache`` object that's automatically created from the ``CACHE_BACKEND`` |
| setting:: |
| |
| >>> from django.core.cache import cache |
| |
| The basic interface is ``set(key, value, timeout_seconds)`` and ``get(key)``:: |
| |
| >>> cache.set('my_key', 'hello, world!', 30) |
| >>> cache.get('my_key') |
| 'hello, world!' |
| |
| The ``timeout_seconds`` argument is optional and defaults to the ``timeout`` |
| argument in the ``CACHE_BACKEND`` setting (explained above). |
| |
| If the object doesn't exist in the cache, ``cache.get()`` returns ``None``:: |
| |
| >>> cache.get('some_other_key') |
| None |
| |
| # Wait 30 seconds for 'my_key' to expire... |
| |
| >>> cache.get('my_key') |
| None |
| |
| get() can take a ``default`` argument:: |
| |
| >>> cache.get('my_key', 'has expired') |
| 'has expired' |
| |
| There's also a get_many() interface that only hits the cache once. get_many() |
| returns a dictionary with all the keys you asked for that actually exist in the |
| cache (and haven't expired):: |
| |
| >>> cache.set('a', 1) |
| >>> cache.set('b', 2) |
| >>> cache.set('c', 3) |
| >>> cache.get_many(['a', 'b', 'c']) |
| {'a': 1, 'b': 2, 'c': 3} |
| |
| Finally, you can delete keys explicitly with ``delete()``. This is an easy way |
| of clearing the cache for a particular object:: |
| |
| >>> cache.delete('a') |
| |
| That's it. The cache has very few restrictions: You can cache any object that |
| can be pickled safely, although keys must be strings. |
| |
| Upstream caches |
| =============== |
| |
| So far, this document has focused on caching your *own* data. But another type |
| of caching is relevant to Web development, too: caching performed by "upstream" |
| caches. These are systems that cache pages for users even before the request |
| reaches your Web site. |
| |
| Here are a few examples of upstream caches: |
| |
| * Your ISP may cache certain pages, so if you requested a page from |
| somedomain.com, your ISP would send you the page without having to access |
| somedomain.com directly. |
| |
| * Your Django Web site may sit behind a Squid Web proxy |
| (http://www.squid-cache.org/) that caches pages for performance. In this |
| case, each request first would be handled by Squid, and it'd only be |
| passed to your application if needed. |
| |
| * Your Web browser caches pages, too. If a Web page sends out the right |
| headers, your browser will use the local (cached) copy for subsequent |
| requests to that page. |
| |
| Upstream caching is a nice efficiency boost, but there's a danger to it: |
| Many Web pages' contents differ based on authentication and a host of other |
| variables, and cache systems that blindly save pages based purely on URLs could |
| expose incorrect or sensitive data to subsequent visitors to those pages. |
| |
| For example, say you operate a Web e-mail system, and the contents of the |
| "inbox" page obviously depend on which user is logged in. If an ISP blindly |
| cached your site, then the first user who logged in through that ISP would have |
| his user-specific inbox page cached for subsequent visitors to the site. That's |
| not cool. |
| |
| Fortunately, HTTP provides a solution to this problem: A set of HTTP headers |
| exist to instruct caching mechanisms to differ their cache contents depending |
| on designated variables, and to tell caching mechanisms not to cache particular |
| pages. |
| |
| Using Vary headers |
| ================== |
| |
| One of these headers is ``Vary``. It defines which request headers a cache |
| mechanism should take into account when building its cache key. For example, if |
| the contents of a Web page depend on a user's language preference, the page is |
| said to "vary on language." |
| |
| By default, Django's cache system creates its cache keys using the requested |
| path -- e.g., ``"/stories/2005/jun/23/bank_robbed/"``. This means every request |
| to that URL will use the same cached version, regardless of user-agent |
| differences such as cookies or language preferences. |
| |
| That's where ``Vary`` comes in. |
| |
| If your Django-powered page outputs different content based on some difference |
| in request headers -- such as a cookie, or language, or user-agent -- you'll |
| need to use the ``Vary`` header to tell caching mechanisms that the page output |
| depends on those things. |
| |
| To do this in Django, use the convenient ``vary_on_headers`` view decorator, |
| like so:: |
| |
| from django.views.decorators.vary import vary_on_headers |
| |
| # Python 2.3 syntax. |
| def my_view(request): |
| ... |
| my_view = vary_on_headers(my_view, 'User-Agent') |
| |
| # Python 2.4 decorator syntax. |
| @vary_on_headers('User-Agent') |
| def my_view(request): |
| ... |
| |
| In this case, a caching mechanism (such as Django's own cache middleware) will |
| cache a separate version of the page for each unique user-agent. |
| |
| The advantage to using the ``vary_on_headers`` decorator rather than manually |
| setting the ``Vary`` header (using something like |
| ``response['Vary'] = 'user-agent'``) is that the decorator adds to the ``Vary`` |
| header (which may already exist) rather than setting it from scratch. |
| |
| You can pass multiple headers to ``vary_on_headers()``:: |
| |
| @vary_on_headers('User-Agent', 'Cookie') |
| def my_view(request): |
| ... |
| |
| Because varying on cookie is such a common case, there's a ``vary_on_cookie`` |
| decorator. These two views are equivalent:: |
| |
| @vary_on_cookie |
| def my_view(request): |
| ... |
| |
| @vary_on_headers('Cookie') |
| def my_view(request): |
| ... |
| |
| Also note that the headers you pass to ``vary_on_headers`` are not case |
| sensitive. ``"User-Agent"`` is the same thing as ``"user-agent"``. |
| |
| You can also use a helper function, ``django.utils.cache.patch_vary_headers``, |
| directly:: |
| |
| from django.utils.cache import patch_vary_headers |
| def my_view(request): |
| ... |
| response = render_to_response('template_name', context) |
| patch_vary_headers(response, ['Cookie']) |
| return response |
| |
| ``patch_vary_headers`` takes an ``HttpResponse`` instance as its first argument |
| and a list/tuple of header names as its second argument. |
| |
| For more on Vary headers, see the `official Vary spec`_. |
| |
| .. _`official Vary spec`: http://www.w3.org/Protocols/rfc2616/rfc2616-sec14.html#sec14.44 |
| |
| Controlling cache: Using other headers |
| ====================================== |
| |
| Another problem with caching is the privacy of data and the question of where |
| data should be stored in a cascade of caches. |
| |
| A user usually faces two kinds of caches: his own browser cache (a private |
| cache) and his provider's cache (a public cache). A public cache is used by |
| multiple users and controlled by someone else. This poses problems with |
| sensitive data: You don't want, say, your banking-account number stored in a |
| public cache. So Web applications need a way to tell caches which data is |
| private and which is public. |
| |
| The solution is to indicate a page's cache should be "private." To do this in |
| Django, use the ``cache_control`` view decorator. Example:: |
| |
| from django.views.decorators.cache import cache_control |
| @cache_control(private=True) |
| def my_view(request): |
| ... |
| |
| This decorator takes care of sending out the appropriate HTTP header behind the |
| scenes. |
| |
| There are a few other ways to control cache parameters. For example, HTTP |
| allows applications to do the following: |
| |
| * Define the maximum time a page should be cached. |
| * Specify whether a cache should always check for newer versions, only |
| delivering the cached content when there are no changes. (Some caches |
| might deliver cached content even if the server page changed -- simply |
| because the cache copy isn't yet expired.) |
| |
| In Django, use the ``cache_control`` view decorator to specify these cache |
| parameters. In this example, ``cache_control`` tells caches to revalidate the |
| cache on every access and to store cached versions for, at most, 3600 seconds:: |
| |
| from django.views.decorators.cache import cache_control |
| @cache_control(must_revalidate=True, max_age=3600) |
| def my_view(request): |
| ... |
| |
| Any valid ``Cache-Control`` HTTP directive is valid in ``cache_control()``. |
| Here's a full list: |
| |
| * ``public=True`` |
| * ``private=True`` |
| * ``no_cache=True`` |
| * ``no_transform=True`` |
| * ``must_revalidate=True`` |
| * ``proxy_revalidate=True`` |
| * ``max_age=num_seconds`` |
| * ``s_maxage=num_seconds`` |
| |
| For explanation of Cache-Control HTTP directives, see the `Cache-Control spec`_. |
| |
| (Note that the caching middleware already sets the cache header's max-age with |
| the value of the ``CACHE_MIDDLEWARE_SETTINGS`` setting. If you use a custom |
| ``max_age`` in a ``cache_control`` decorator, the decorator will take |
| precedence, and the header values will be merged correctly.) |
| |
| .. _`Cache-Control spec`: http://www.w3.org/Protocols/rfc2616/rfc2616-sec14.html#sec14.9 |
| |
| Other optimizations |
| =================== |
| |
| Django comes with a few other pieces of middleware that can help optimize your |
| apps' performance: |
| |
| * ``django.middleware.http.ConditionalGetMiddleware`` adds support for |
| conditional GET. This makes use of ``ETag`` and ``Last-Modified`` |
| headers. |
| |
| * ``django.middleware.gzip.GZipMiddleware`` compresses content for browsers |
| that understand gzip compression (all modern browsers). |
| |
| Order of MIDDLEWARE_CLASSES |
| =========================== |
| |
| If you use ``CacheMiddleware``, it's important to put it in the right place |
| within the ``MIDDLEWARE_CLASSES`` setting, because the cache middleware needs |
| to know which headers by which to vary the cache storage. Middleware always |
| adds something the ``Vary`` response header when it can. |
| |
| Put the ``CacheMiddleware`` after any middlewares that might add something to |
| the ``Vary`` header. The following middlewares do so: |
| |
| * ``SessionMiddleware`` adds ``Cookie`` |
| * ``GZipMiddleware`` adds ``Accept-Encoding`` |