Bruno Vecchi > Cache-Ref-0.05-TRIAL > Cache::Ref

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Module Version: 0.05   Source  

NAME ^

Cache::Ref - Memory only cache of live references

SYNOPSIS ^

    # this class is just a base class and a documentation start point
    # just use the various algorithms directly

    use Cache::Ref::CART;
    my $cache = Cache::Ref::CART->new( size => 1024 );


    # add a cache value or set an existing key to a new value
    $cache->set(foo => $some_object);


    # get a value
    $cache->get("foo"); # also takes a list of keys


    # remove a key before it has normally expired
    $cache->remove("foo");


    # remove all cached data
    $cache->clear;


    # 'hit' is like 'get' without the overhead of obtaining the value
    # it's useful for keeping values from expiring when you already have
    # the values
    $cache->hit("foo"); # also takes a list of keys

DESCRIPTION ^

Unlike CHI which attempts to address the problem of caching things persistently, this module implements in memory caching, designed primarily for shared references in memory.

This collection of classes implements a number of semi related algorithms.

METHODS ^

get @keys

Fetch entries from the cache.

hit @keys

Promote @keys in the cache.

Same effect as get except it doesn't actually return anything.

set $key => $value

Adds an entry to the cache.

compute $key, sub { ...; return $value }

Calls get with $key. If there's a hit the value is returned. Otherwise the code block is executed to compute the value, and the result is stored in the cache using set.

remove @keys

Remove specific entries from the cache.

expire $x

Remove $x many entries from the cache. Hopefully the entries removed are the most useless ones.

$x defaults to 1.

clear

Empty the cache.

ALGORITHMS ^

FIFO

This is a simple FIFO queue where a set places the element on the head of a queue, and if the size is too big an element will be discarded from the tail of the queue.

Cache::Bounded provides similar behavior, but flushing happens periodically and in bigger numbers. Therefore, performance will be better on very high cache usage, when hits don't matter that much.

This implementation has the lowest memory overhead, due to the simplicity of its data structures (just a hash and an array).

Its expiry policy is appropriate for when the data set has a high locality of reference, and random access is generally confined to neighbors, as a part of some larger scan.

For truly random access cache hit rates will suffer.

Long term utility of cache entries is not considered at all, so scans will poison the cache.

This is the only algorithm for which get (and hit) has no side effects.

LRU

This implementation uses an LRU list of entries (two implementations are provided for trading off memory for speed).

Long term utility of cache entries is not considered at all, so scans will poison the cache.

Cache::Ref::Util::LRU::List

Uses a doubly linked list to perform MRU propagation.

Faster than Array.

Cache hits and LRU removal is O(1).

Cache::Ref::Util::LRU::Array

Generally slower for a cache size bigger than about 10 elements, but uses less memory due to the compact layout.

Cache hits are O(cache size). LRU removal is O(1).

CLOCK

This is an implementation of second chance FIFO, using a circular buffer.

Second chance FIFO is a very simple approximation of LRU. The CLOCK algorithm has its origins in Multics' virtual memory paging implementation.

It's slightly more general purpose than FIFO when dealing with random access.

Long term utility of cache entries is not considered at all, so scans will poison the cache.

Using values of k bigger than 1 (the default), more accurate approximations of LRU can be made, at the cost of more complicated expiry.

GCLOCK

Tries to approximate LFU instead of LRU.

Cache hits increment a counter by one, instead of resetting it to the constant k.

Cache replacement decays existing counters just like CLOCK.

CAR

CLOCK with Adaptive Removal.

A self tuning cache that varies between approximations of LRU and LFU expiry.

Has the highest memory overhead of all the implementations due to the extent of the metadata it maintains.

However, this overhead is still small for when sizeable objects are involved.

Resistent to cache poisoning when scanning.

CART

CAR with temporal filtering.

Like CAR but does not promote a cache entry to the long term usefulness set due to frequent successive access.

This is probably the most general purpose algorithm.

SEE ALSO ^

CHI

Appropriate for persistent caching of data with complex expiry.

Cache::Cascade

Can be used to layer Cache::Ref over other caches (e.g. CHI).

Cache::Bounded

A simpler implementation with similar goals (memory only caching), designed for when cache misses are not very high cost, so cache hits have an extremely low overhead and the policy is very simplistic.

Cache::Weak

Caches shared references for as long as there is some other reference to those objects.

Cache::Profile

Designed to help choose an appropriate cache layer.

Algorithm information

http://en.wikipedia.org/wiki/Cache_algorithms

http://en.wikipedia.org/wiki/Page_replacement_algorithm

http://www.almaden.ibm.com/cs/people/dmodha/clockfast.pdf

VERSION CONTROL ^

http://github.com/nothingmuch/Cache-Ref

AUTHOR ^

Yuval Kogman

COPYRIGHT AND LICENSE ^

This software is copyright (c) 2011 by Yuval Kogman.

This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself.

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