Disk-based caching for large objects in .NET.
Enables caching of large objects in memory-constrained environments. Data can be temporarily stored on disk using a variety of cache policies. An example use case is to temporarily store transcoded audio or video files to avoid re-encoding the source files.
- Supports .NET Standard 2.0.
- Streams input and output to limit memory usage.
- Generic cache keys supported.
- Configurable cache policies. Examples include LRU, FIFO, MRU.
Install-Package SJP.DiskCacheor
dotnet add package SJP.DiskCacheA simple demonstration of DiskCache is to use it as a cache for storing at-most 1GB of data. The purpose of this example cache is to store MP3 files that have been temporarily transcoded from the FLAC format. How we'll be achieving that is by using the path to the FLAC file as a key, to point to the temporary MP3 file.
var cacheDir = new DirectoryInfo(@"C:\tmp\cache"); // where to store the cache
var cachePolicy = new LruCachePolicy<string>(); // using an LRU cache policy
const ulong maxSize = 1024L * 1024L * 1024L * 1024L; // 1GBThe cache policy can be any type that implements IEquatable<T>, however, in our case it's a string because we want to use paths to FLAC files as a key. The particular cache policy we are using is an LRU policy, meaning that when the cache is required to evict objects, it will remove least recently used objects. This means that frequently accessed objects will remain in the cache.
using (var diskCache = new DiskCache<string>(cacheDir, cachePolicy, maxSize))
{
// store values
foreach (string flacFilePath in Directory.EnumerateFiles(@"C:\tmp\flac", "*.flac"))
{
// convert to MP3 and store in the cache
using (Stream mp3Stream = FlacConvert.ToMp3(flacFilePath))
diskCache.SetValue(flacFilePath, mp3Stream);
}
// now get an example value, will be (almost) immediate
var mp3FileStream = diskCache.GetValue(@"C:\tmp\flac\example.flac");
}The above code listing shows quite a lot going on. Put simply, we find all FLAC files, convert them to MP3 and store the result in the cache. Later we retrieve the value from the cache at no cost (at least when compared to transcoding). While this is not as performant and is more I/O heavy than other approaches, the major advantage it has is that memory-constrained environments (e.g. Raspberry Pis) are able to use this cache rather than very quickly exhausting memory just to store temporary MP3 files.
The DiskCache<T> object takes a type parameter of any type that implements IEquatable<T>. This is so that the keys of the cache can be of any type, so long as they can be distinct.
To construct a DiskCache<T> requires a cache directory, a maximum storage size for that directory (i.e. a quota), and a cache policy (discussed later).
var cacheDir = new DirectoryInfo(@"C:\tmp\cache"); // where to store the cache
var cachePolicy = new LruCachePolicy<string>(); // using an LRU cache policy
const ulong maxSize = 1024L * 1024L * 1024L * 1024L; // 1GBWe can now create the DiskCache<T> object.
var diskCache = new DiskCache<string>(cacheDir, cachePolicy, maxSize);Given a DiskCache<T> object, and the fact that it is designed to be a key-value store, there are only really two operations that can be applied, get and set.
Values can be added and updated in the cache using SetValue(). The arguments are the key to use for the cache entry, and a stream to serialize to disk. There are other variations, SetValueAsync(), TrySetValue(), TrySetValueAsync(), which will not be further described here.
The following example shows how an MP3 file when temporarily converted from a FLAC file can be stored in the cache.
var flacFilePath = @"C:\tmp\flac\example.flac";
using (Stream mp3Stream = FlacConvert.ToMp3(flacFilePath))
diskCache.SetValue(flacFilePath, mp3Stream);We can retrieve a value from the cache using GetValue(). Given a key, it will return a stream from the file on disk. There are other variations, GetValueAsync(), TryGetValue(), TryGetValueAsync(), which will not be further described here.
var flacFilePath = @"C:\tmp\flac\example.flac";
Stream mp3FileStream = diskCache.GetValue(@"C:\tmp\flac\example.flac");The resulting stream will be an MP3 stream that was transcoded from the FLAC file that is referred to in the flacFilePath variable.
The cache policies defined in DiskCache are required to implement ICachePolicy<T>. There are several implementations of popular cache policies, which will now be described.
FifoCachePolicy-- A FIFO (first-in-first-out) cache policy. Values that were introduced to the cache earliest will be removed first.FixedTimespanCachePolicy-- A policy which always evicts values after a given time period. This is useful when you expect the values to no longer be useful after 1 hour (for example).LfuCachePolicy-- An LFU (least-frequently-used) cache policy. Entries that have not been accessed many times will be removed before more popular cache entries.LifoCachePolicy-- A LIFO (last-in-first-out) cache policy. Values that were added to the cache most recently will be removed first.LruCachePolicy-- An LRU (least-recently-used) cache policy. Entries that have not been accessed for a long period of time will be removed before more recently accessed entries.MfuCachePolicy-- An MFU (most-frequently-used) cache policy. Entries that have been accessed many times will be removed before less popular cache entries.MruCachePolicy-- An MRU (most-recently-used) cache policy. Entries that have been accessed for recently will be removed before less recently accessed entries.SlidingTimespanCachePolicy-- A policy which evicts values if they have not been accessed for a given time period. This can be used to implement a cache which removed entries that have not been accessed within 5 minutes.
The project icon was created by myself using a combination of two images, in addition to modifying these two images. The hard drive icon was created by Revicon, while the lightning icon was created by Maxim Basinski.