| Cache::FastMmap(3pm) | User Contributed Perl Documentation | Cache::FastMmap(3pm) |
Cache::FastMmap - Uses an mmap'ed file to act as a shared memory interprocess cache
use Cache::FastMmap; # Uses vaguely sane defaults $Cache = Cache::FastMmap->new(); # Uses Storable to serialize $Value to bytes for storage $Cache->set($Key, $Value); $Value = $Cache->get($Key); $Cache = Cache::FastMmap->new(serializer => ''); # Stores stringified bytes of $Value directly $Cache->set($Key, $Value); $Value = $Cache->get($Key);
A shared memory cache through an mmap'ed file. It's core is written in C for performance. It uses fcntl locking to ensure multiple processes can safely access the cache at the same time. It uses a basic LRU algorithm to keep the most used entries in the cache.
In multi-process environments (eg mod_perl, forking daemons, etc), it's common to want to cache information, but have that cache shared between processes. Many solutions already exist, and may suit your situation better:
In the case I was working on, I needed:
Which is why I developed this module. It tries to be quite efficient through a number of means:
The class also supports read-through, and write-back or write-through callbacks to access the real data if it's not in the cache, meaning that code like this:
my $Value = $Cache->get($Key);
if (!defined $Value) {
$Value = $RealDataSource->get($Key);
$Cache->set($Key, $Value)
}
Isn't required, you instead specify in the constructor:
Cache::FastMmap->new(
...
context => $RealDataSourceHandle,
read_cb => sub { $_[0]->get($_[1]) },
write_cb => sub { $_[0]->set($_[1], $_[2]) },
);
And then:
my $Value = $Cache->get($Key); $Cache->set($Key, $NewValue);
Will just work and will be read/written to the underlying data source as needed automatically.
If you're storing relatively large and complex structures into the cache, then you're limited by the speed of the Storable module. If you're storing simple structures, or raw data, then Cache::FastMmap has noticeable performance improvements.
See <http://cpan.robm.fastmail.fm/cache_perf.html> for some comparisons to other modules.
Cache::FastMmap uses mmap to map a file as the shared cache space, and fcntl to do page locking. This means it should work on most UNIX like operating systems.
Ash Berlin has written a Win32 layer using MapViewOfFile et al. to provide support for Win32 platform.
Because Cache::FastMmap mmap's a shared file into your processes memory space, this can make each process look quite large, even though it's just mmap'd memory that's shared between all processes that use the cache, and may even be swapped out if the cache is getting low usage.
However, the OS will think your process is quite large, which might mean you hit some BSD::Resource or 'ulimits' you set previously that you thought were sane, but aren't anymore, so be aware.
Because Cache::FastMmap uses an mmap'ed file, when you put values into the cache, you are actually "dirtying" pages in memory that belong to the cache file. Your OS will want to write those dirty pages back to the file on the actual physical disk, but the rate it does that at is very OS dependent.
In Linux, you have some control over how the OS writes those pages back using a number of parameters in /proc/sys/vm
dirty_background_ratio dirty_expire_centisecs dirty_ratio dirty_writeback_centisecs
How you tune these depends heavily on your setup.
As an interesting point, if you use a highmem linux kernel, a change between 2.6.16 and 2.6.20 made the kernel flush memory a LOT more. There's details in this kernel mailing list thread: <http://www.uwsg.iu.edu/hypermail/linux/kernel/0711.3/0804.html>
In most cases, people are not actually concerned about the persistence of data in the cache, and so are happy to disable writing of any cache data back to disk at all. Baically what they want is an in memory only shared cache. The best way to do that is to use a "tmpfs" filesystem and put all cache files on there.
For instance, all our machines have a /tmpfs mount point that we create in /etc/fstab as:
none /tmpfs tmpfs defaults,noatime,size=1000M 0 0
And we put all our cache files on there. The tmpfs filesystem is smart enough to only use memory as required by files actually on the tmpfs, so making it 1G in size doesn't actually use 1G of memory, it only uses as much as the cache files we put on it. In all cases, we ensure that we never run out of real memory, so the cache files effectively act just as named access points to shared memory.
Some people have suggested using anonymous mmaped memory. Unfortunately we need a file descriptor to do the fcntl locking on, so we'd have to create a separate file on a filesystem somewhere anyway. It seems easier to just create an explicit "tmpfs" filesystem.
To reduce lock contention, Cache::FastMmap breaks up the file into pages. When you get/set a value, it hashes the key to get a page, then locks that page, and uses a hash table within the page to get/store the actual key/value pair.
One consequence of this is that you cannot store values larger than a page in the cache at all. Attempting to store values larger than a page size will fail (the set() function will return false).
Also keep in mind that each page has it's own hash table, and that we store the key and value data of each item. So if you are expecting to store large values and/or keys in the cache, you should use page sizes that are definitely larger than your largest key + value size + a few kbytes for the overhead.
Because the cache uses shared memory through an mmap'd file, you have to make sure each process connects up to the file. There's probably two main ways to do this:
The first way is usually the easiest. If you're using the cache in a Net::Server based module, you'll want to open the cache in the "pre_loop_hook", because that's executed before the fork, but after the process ownership has changed and any chroot has been done.
In mod_perl, just open the cache at the global level in the appropriate module, which is executed as the server is starting and before it starts forking children, but you'll probably want to chmod or chown the file to the permissions of the apache process.
Cache::FastMmap is being used in an extensive number of systems at www.fastmail.com and is regarded as extremely stable and reliable. Development has in general slowed because there are currently no known bugs and no additional needed features at this time.
Basic global parameters are:
File to mmap for sharing of data. default on unix: /tmp/sharefile-$pid-$time-$random default on windows: %TEMP%\sharefile-$pid-$time-$random
Clear any existing values and re-initialise file. Useful to do in a parent that forks off children to ensure that file is empty at the start (default: 0)
Note: This is quite important to do in the parent to ensure a consistent file structure. The shared file is not perfectly transaction safe, and so if a child is killed at the wrong instant, it might leave the cache file in an inconsistent state.
Use a serialization library to serialize perl data structures before storing in the cache. If not set, the raw value in the variable passed to set() is stored as a string. You must set this if you want to store anything other than basic scalar values. Supported values are:
'' for none
'storable' for 'Storable'
'sereal' for 'Sereal'
'json' for 'JSON'
[ $s, $d ] for custom serializer/de-serializer
If this parameter has a value the module will attempt to load the associated package and then use the API of that package to serialize data before storing in the cache, and deserialize it upon retrieval from the cache. (default: 'storable')
You can use a custom serializer/de-serializer by passing an array-ref with two values. The first should be a subroutine reference that takes the data to serialize as a single argument and returns an octet stream to store. The second should be a subroutine reference that takes the octet stream as a single argument and returns the original data structure.
One thing to note, the data structure passed to the serializer is always a *scalar* reference to the original data passed in to the ->set(...) call. If your serializer doesn't support that, you might need to dereference it first before storing, but rembember to return a reference again in the de-serializer.
(Note: Historically this module only supported a boolean value for the `raw_values` parameter and defaulted to 0, which meant it used Storable to serialze all values.)
Deprecated. Use serializer above
Compress the value (but not the key) before storing into the cache, using the compression package identified by the value of the parameter. Supported values are:
'zlib' for 'Compress::Zlib'
'lz4' for 'Compress::LZ4'
'snappy' for 'Compress::Snappy'
[ $c, $d ] for custom compressor/de-compressor
If this parameter has a value the module will attempt to load the associated package and then use the API of that package to compress data before storing in the cache, and uncompress it upon retrieval from the cache. (default: undef)
You can use a custom compressor/de-compressor by passing an array-ref with two values. The first should be a subroutine reference that takes the data to compress as a single octet stream argument and returns an octet stream to store. The second should be a subroutine reference that takes the compressed octet stream as a single argument and returns the original uncompressed data.
(Note: Historically this module only supported a boolean value for the `compress` parameter and defaulted to use Compress::Zlib. The note for the old `compress` parameter stated: "Some initial testing shows that the uncompressing tends to be very fast, though the compressing can be quite slow, so it's probably best to use this option only if you know values in the cache are long-lived and have a high hit rate."
Comparable test results for the other compression tools are not yet available; submission of benchmarks welcome. However, the documentation for the 'Snappy' library (http://google.github.io/snappy/) states: For instance, compared to the fastest mode of zlib, Snappy is an order of magnitude faster for most inputs, but the resulting compressed files are anywhere from 20% to 100% bigger. )
Deprecated. Please use compressor, see above.
Enable some basic statistics capturing. When enabled, every read to the cache is counted, and every read to the cache that finds a value in the cache is also counted. You can then retrieve these values via the get_statistics() call. This causes every read action to do a write on a page, which can cause some more IO, so it's disabled by default. (default: 0)
Maximum time to hold values in the cache in seconds. A value of 0 means does no explicit expiry time, and values are expired only based on LRU usage. Can be expressed as 1m, 1h, 1d for minutes/hours/days respectively. (default: 0)
You may specify the cache size as:
Size of cache. Can be expresses as 1k, 1m for kilobytes or megabytes respectively. Automatically guesses page size/page count values.
Or specify explicit page size/page count values. If none of these are specified, the values page_size = 64k and num_pages = 89 are used.
Size of each page. Must be a power of 2 between 4k and 1024k. If not, is rounded to the nearest value.
Number of pages. Should be a prime number for best hashing
The cache allows the use of callbacks for reading/writing data to an underlying data store.
Opaque reference passed as the first parameter to any callback function if specified
Callback to read data from the underlying data store. Called as:
$read_cb->($context, $Key)
Should return the value to use. This value will be saved in the cache for future retrievals. Return undef if there is no value for the given key
Callback to write data to the underlying data store. Called as:
$write_cb->($context, $Key, $Value, $ExpiryTime)
In 'write_through' mode, it's always called as soon as a set(...) is called on the Cache::FastMmap class. In 'write_back' mode, it's called when a value is expunged from the cache if it's been changed by a set(...) rather than read from the underlying store with the read_cb above.
Note: Expired items do result in the write_cb being called if 'write_back' caching is enabled and the item has been changed. You can check the $ExpiryTime against time() if you only want to write back values which aren't expired.
Also remember that write_cb may be called in a different process to the one that placed the data in the cache in the first place
Callback to delete data from the underlying data store. Called as:
$delete_cb->($context, $Key)
Called as soon as remove(...) is called on the Cache::FastMmap class
If set to true, then if the read_cb is called and it returns undef to say nothing was found, then that information is stored in the cache, so that next time a get(...) is called on that key, undef is returned immediately rather than again calling the read_cb
Either 'write_back' or 'write_through'. (default: write_through)
If you're using a callback function, then normally the cache is not re-enterable, and attempting to call a get/set on the cache will cause an error. By setting this to one, the cache will unlock any pages before calling the callback. During the unlock time, other processes may change data in current cache page, causing possible unexpected effects. You shouldn't set this unless you know you want to be able to recall to the cache within a callback. (default: 0)
When you have 'write_back' mode enabled, then you really want to make sure all values from the cache are expunged when your program exits so any changes are written back.
The trick is that we only want to do this in the parent process, we don't want any child processes to empty the cache when they exit. So if you set this, it takes the PID via $$, and only calls empty in the DESTROY method if $$ matches the pid we captured at the start. (default: 0)
Unlink the share file when the cache is destroyed.
As with empty_on_exit, this will only unlink the file if the DESTROY occurs in the same PID that the cache was created in so that any forked children don't unlink the file.
This value defaults to 1 if the share_file specified does not already exist. If the share_file specified does already exist, it defaults to 0.
Sets an alarm(10) before each page is locked via fcntl(F_SETLKW) to catch any deadlock. This used to be the default behaviour, but it's not really needed in the default case and could clobber sub-second Time::HiRes alarms setup by other code. Defaults to 0.
%Options is optional, and is used by get_and_set() to control the locking behaviour. For now, you should probably ignore it unless you read the code to understand how it works
%Options is optional. If it's not a hash reference, it's assumed to be an explicit expiry time for the key being set, this is to make set() compatible with the Cache::Cache interface
If a hash is passed, the only useful entries right now are expire_on to set an explicit expiry time for this entry (epoch seconds), or expire_time to set an explicit relative future expiry time for this entry in seconds/minutes/days in the same format as passed to the new constructor.
Some other options are used internally, such as by get_and_set() to control the locking behaviour. For now, you should probably ignore it unless you read the code to understand how it works
This method returns true if the value was stored in the cache, false otherwise. See the PAGE SIZE AND KEY/VALUE LIMITS section for more details.
The page is locked while retrieving the $Key and is unlocked only after the value is set, thus guaranteeing the value does not change between the get and set operations.
$AtomicSub is a reference to a subroutine that is called to calculate the new value to store. $AtomicSub gets $Key, the current value from the cache, and an options hash as paramaters. Currently the only option passed is the expire_on of the item.
It should return the new value to set in the cache for the given $Key, and an optional hash of arguments in the same format as would be passed to a set() call.
If $AtomicSub returns an empty list, no value is stored back in the cache. This avoids updating the expiry time on an entry if you want to do a "get if in cache, store if not present" type callback.
For example:
$Cache->get_and_set($Key, sub { return $_[1]+1; });
$Cache->get_and_set($Key, sub ($, $v) {
push @$v, $item;
return ($v, { expire_time => @$v > 2 ? '10s' : '2m' });
});
$Cache->get_and_set($Key, sub {
return ($_[1]+1, { expire_on => $_[2]->{expire_on} );
});
In scalar context the return value from get_and_set(), is the *new* value stored back into the cache.
In list context, a two item array is returned; the new value stored back into the cache and a boolean that's true if the value was stored in the cache, false otherwise. See the PAGE SIZE AND KEY/VALUE LIMITS section for more details.
Notes:
%Options is optional, and is used by get_and_remove() to control the locking behaviour. For now, you should probably ignore it unless you read the code to understand how it works
The page is locked while retrieving the $Key and is unlocked only after the value is removed, thus guaranteeing the value stored by someone else isn't removed by us.
Note: If you're using callbacks, this has no effect on items in the underlying data store. No delete callbacks are made
Note: If you're using callbacks, this has no effect on items in the underlying data store. No delete callbacks are made, and no write callbacks are made for the expired data
Note: If 'write_back' mode is enabled, any changed items are written back to the underlying store. Expired items are written back to the underlying store as well.
If $Mode == 0, an array of keys is returned
If $Mode == 1, then an array of hashrefs, with 'key', 'last_access', 'expire_on' and 'flags' keys is returned
If $Mode == 2, then hashrefs also contain 'value' key
nreads is the total number of read attempts done on the cache since it was created
nreadhits is the total number of read attempts done on the cache since it was created that found the key/value in the cache
If $Clear is true, the values are reset immediately after they are retrieved
The main advantage of this is just a speed one, if you happen to need to search for a lot of items on each call.
For instance, say you have users and a bunch of pieces of separate information for each user. On a particular run, you need to retrieve a sub-set of that information for a user. You could do lots of get() calls, or you could use the 'username' as the page key, and just use one multi_get() and multi_set() call instead.
A couple of things to note:
Expunged items (that have not expired) are written back to the underlying store if write_back is enabled
Expunged items (that have not expired) are written back to the underlying store if write_back is enabled
On Unix systems, you can pass in the environment variable TMPDIR to override the default directory of /tmp
Otherwise the defaults seem sensible to cleanup unneeded share files rather than leaving them around to accumulate.
However this added unnecessary extra system calls for every lookup, and for users using Time::HiRes, it could clobber any existing alarms that had been set with sub-second resolution.
So this has now been made an optional feature via the catch_deadlocks option passed to new.
To avoid this confusion, the code now uses expire_time to always means a relative future time, and expire_on to mean an absolute epoch time. You can use either as an optional argument to a set() call.
Since expire_time was used in the constructor and is likely more commonly used, I changed the result of get_keys(2) so it now returns expire_on rather than expire_time.
MLDBM::Sync, IPC::MM, Cache::FileCache, Cache::SharedMemoryCache, DBI, Cache::Mmap, BerkeleyDB
Latest news/details can also be found at:
<http://cpan.robm.fastmail.fm/cachefastmmap/>
Available on github at:
<https://github.com/robmueller/cache-fastmmap/>
Rob Mueller <mailto:cpan@robm.fastmail.fm>
Copyright (C) 2003-2017 by FastMail Pty Ltd
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself.
| 2024-03-31 | perl v5.38.2 |