Edgewall Software

Caching and cache invalidation

Trac uses various caches at the component level, in order to speed-up costly tasks. Some examples are the ticket fields cache (#6436), the InterMapTxt cache, the user permission cache, and the oldest example being the Wiki page cache.

Those caches are held at the level of Component instances. For a given class, there's one such instance per environment in any given server process. The first thing to take into account here is that those caches must be safely accessed and modified when accessed by concurrent threads (in multi-threaded web front ends, that is).

But because of the possibility of concurrent access at the underlying database level by multiple processes, there is also a need to maintain a consistency and up-to-date status of those caches across all processes involved. Otherwise, you might do a change by the way of one request and the next request (even the GET following a redirect after your POST!) might be handled by a different server process which has a different "view" of the application state.

This doesn't even have to imply a multi-process server setup, as all what is needed is e.g. a modification of the database done using trac-admin.

The Cache Manager

Starting with Trac 0.12 (more precisely r8071), we introduced a CacheManager component. That component is mostly transparent to the end developer, which only has to deal with a decorator that can be used to create cached attributes.

  • Creating a cached attribute is done by defining a retrieval function and decorating it with the @cached decorator. For example, for the wiki page names:
    def pages(self, db):
        """Return the names of all existing wiki pages."""
        cursor = db.cursor()
        cursor.execute("SELECT DISTINCT name FROM wiki")
        return [name for (name,) in cursor]
  • Invalidating a cached attribute is done by deleting the attribute:
    def wiki_page_added(self, page):
        if not self.has_page(page.name):
            del self.pages
  • The cache is consistent within a request. That is, a cached attribute will always have the same value during a given transaction. Obviously, cached values should be treated as immutable.
  • The CacheManager component contains all the logic for data retrieval, caching and invalidation. Cache invalidation across processes is done by incrementing a generation counter for the given attribute in the cache database table. The invalidation granularity is at the attribute level.
  • There are two cache levels:
    • A thread-local (per-request) cache is used to minimize locking and ensure that the cached data is consistent during a request. It is emptied at the beginning of every request.
    • A process cache keeps retrieved data as long as it has not been invalidated.
  • The cache table is read the first time a cached attribute is accessed during a request. This avoids slowing down requests that don't touch cached attributes, like requests for static content for example.

See also TracDev/Proposals/CacheInvalidation for the history of the implementation details.

Last modified 2 years ago Last modified on Feb 23, 2016, 8:20:26 PM
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