MLDBM::Sync - safe concurrent access to MLDBM databases
use MLDBM::Sync; # this gets the default, SDBM_File use MLDBM qw(DB_File Storable); # use Storable for serializing use MLDBM qw(MLDBM::Sync::SDBM_File); # use extended SDBM_File, handles values > 1024 bytes use Fcntl qw(:DEFAULT); # import symbols O_CREAT & O_RDWR for use with DBMs
# NORMAL PROTECTED read/write with implicit locks per i/o request
my $sync_dbm_obj = tie %cache, 'MLDBM::Sync' [..other DBM args..] or die $!;
$cache{"AAAA"} = "BBBB";
my $value = $cache{"AAAA"};
# SERIALIZED PROTECTED read/write with explicit lock for both i/o requests
my $sync_dbm_obj = tie %cache, 'MLDBM::Sync', '/tmp/syncdbm', O_CREAT|O_RDWR, 0640;
$sync_dbm_obj->Lock;
$cache{"AAAA"} = "BBBB";
my $value = $cache{"AAAA"};
$sync_dbm_obj->UnLock;
# SERIALIZED PROTECTED READ access with explicit read lock for both reads
$sync_dbm_obj->ReadLock;
my @keys = keys %cache;
my $value = $cache{'AAAA'};
$sync_dbm_obj->UnLock;
# MEMORY CACHE LAYER with Tie::Cache
$sync_dbm_obj->SyncCacheSize('100K');
# KEY CHECKSUMS, for lookups on MD5 checksums on large keys
my $sync_dbm_obj = tie %cache, 'MLDBM::Sync', '/tmp/syncdbm', O_CREAT|O_RDWR, 0640;
$sync_dbm_obj->SyncKeysChecksum(1);
my $large_key = "KEY" x 10000;
$sync{$large_key} = "LARGE";
my $value = $sync{$large_key};
This module wraps around the MLDBM interface, by handling concurrent access to MLDBM databases with file locking, and flushes i/o explicity per lock/unlock. The new [Read]Lock()/UnLock() API can be used to serialize requests logically and improve performance for bundled reads & writes.
my $sync_dbm_obj = tie %cache, 'MLDBM::Sync', '/tmp/syncdbm', O_CREAT|O_RDWR, 0640;
# Write locked critical section
$sync_dbm_obj->Lock;
... all accesses to DBM LOCK_EX protected, and go to same tied file handles
$cache{'KEY'} = 'VALUE';
$sync_dbm_obj->UnLock;
# Read locked critical section
$sync_dbm_obj->ReadLock;
... all read accesses to DBM LOCK_SH protected, and go to same tied files
... WARNING, cannot write to DBM in ReadLock() section, will die()
... WARNING, my $v = $cache{'KEY'}{'SUBKEY'} will trigger a write so not safe
... to use in ReadLock() section
my $value = $cache{'KEY'};
$sync_dbm_obj->UnLock;
# Normal access OK too, without explicity locking
$cache{'KEY'} = 'VALUE';
my $value = $cache{'KEY'};
MLDBM continues to serve as the underlying OO layer that serializes complex data structures to be stored in the databases. See the MLDBM BUGS section for important limitations.
MLDBM::Sync also provides built in RAM caching with Tie::Cache md5 key checksum functionality.
Like any other CPAN module, either use CPAN.pm, or perl -MCPAN -e shell,
or get the file MLDBM-Sync-x.xx.tar.gz, unzip, untar and:
perl Makefile.PL make make test make install
The MLDBM::Sync wrapper protects MLDBM databases by locking and unlocking around read and write requests to the databases. Also necessary is for each new lock to tie() to the database internally, untie()ing when unlocking. This flushes any i/o for the dbm to the operating system, and allows for concurrent read/write access to the databases.
Without any extra effort from the developer, an existing MLDBM database will benefit from MLDBM::sync.
my $dbm_obj = tie %dbm, ...;
$dbm{"key"} = "value";
As a write or STORE operation, the above will automatically cause the following:
$dbm_obj->Lock; # also ties
$dbm{"key"} = "value";
$dbm_obj->UnLock; # also unties
Just so, a read or FETCH operation like:
my $value = $dbm{"key"};
will really trigger:
$dbm_obj->ReadLock; # also ties
my $value = $dbm{"key"};
$dbm_obj->Lock; # also unties
However, these lock operations are expensive because of the underlying tie()/untie() that occurs for i/o flushing, so when bundling reads & writes, a developer may explicitly use this API for greater performance:
# tie once to database, write 100 times
$dbm_obj->Lock;
for (1..100) {
$dbm{$_} = $_ * 100;
...
}
$dbm_obj->UnLock;
# only tie once to database, and read 100 times
$dbm_obj->ReadLock;
for(1..100) {
my $value = $dbm{$_};
...
}
$dbm_obj->UnLock;
I built MLDBM::Sync to serve as a fast and robust caching layer for use in multi-process environments like mod_perl. In order to provide an additional speed boost when caching static data, I have added an RAM caching layer with Tie::Cache, which regulates the size of the memory used with its MaxBytes setting.
To activate this caching, just:
my $dbm = tie %cache, 'MLDBM::Sync', '/tmp/syncdbm', O_CREAT|O_RDWR, 0640;
$dbm->SyncCacheSize(100000); # 100000 bytes max memory used
$dbm->SyncCacheSize('100K'); # 100 Kbytes max memory used
$dbm->SyncCacheSize('1M'); # 1 Megabyte max memory used
The ./bench/bench_sync.pl, run like "bench_sync.pl -c" will run
the tests with caching turned on creating a benchmark with 50%
cache hits.
One run without caching was:
=== INSERT OF 50 BYTE RECORDS === Time for 100 writes + 100 reads for SDBM_File 0.16 seconds 12288 bytes Time for 100 writes + 100 reads for MLDBM::Sync::SDBM_File 0.17 seconds 12288 bytes Time for 100 writes + 100 reads for GDBM_File 3.37 seconds 17980 bytes Time for 100 writes + 100 reads for DB_File 4.45 seconds 20480 bytes
And with caching, with 50% cache hits:
=== INSERT OF 50 BYTE RECORDS === Time for 100 writes + 100 reads for SDBM_File 0.11 seconds 12288 bytes Time for 100 writes + 100 reads for MLDBM::Sync::SDBM_File 0.11 seconds 12288 bytes Time for 100 writes + 100 reads for GDBM_File 2.49 seconds 17980 bytes Time for 100 writes + 100 reads for DB_File 2.55 seconds 20480 bytes
Even for SDBM_File, this speedup is near 33%.
A common operation on database lookups is checksumming the key, prior to the lookup, because the key could be very large, and all one really wants is the data it maps too. To enable this functionality automatically with MLDBM::Sync, just:
my $sync_dbm_obj = tie %cache, 'MLDBM::Sync', '/tmp/syncdbm', O_CREAT|O_RDWR, 0640; $sync_dbm_obj->SyncKeysChecksum(1);
!! WARNING: keys() & each() do not work on these databases !! as of v.03, so the developer will not be fooled into thinking !! the stored key values are meaningful to the calling application !! and will die() if called. !! !! This behavior could be relaxed in the future. An example of this might be to cache a XSLT conversion, which are typically very expensive. You have the XML data and the XSLT data, so all you do is:
# $xml_data, $xsl_data are strings
my $xslt_output;
unless ($xslt_output = $cache{$xml_data.'&&&&'.$xsl_data}) {
... do XSLT conversion here for $xslt_output ...
$cache{$xml_data.'&&&&'.xsl_data} = $xslt_output;
}
What you save by doing this is having to create HUGE keys to lookup on, which no DBM is likely to do efficiently. This is the same method that File::Cache uses internally to hash its file lookups in its directories.
SDBM_File, the default used for MLDBM and therefore MLDBM::Sync has a limit of 1024 bytes for the size of a record.
SDBM_File is also an order of magnitude faster for small records to use with MLDBM::Sync, than DB_File or GDBM_File, because the tie()/untie() to the dbm is much faster. Therefore, bundled with MLDBM::Sync release is a MLDBM::Sync::SDBM_File layer which works around this 1024 byte limit. To use, just:
use MLDBM qw(MLDBM::Sync::SDBM_File);
It works by breaking up up the STORE() values into small 128 byte segments, and spreading those segments across many records, creating a virtual record layer. It also uses Compress::Zlib to compress STORED data, reducing the number of these 128 byte records. In benchmarks, 128 byte record segments seemed to be a sweet spot for space/time efficiency, as SDBM_File created very bloated *.pag files for 128+ byte records.
In the distribution ./bench directory is a bench_sync.pl script that can benchmark using the various DBMs with MLDBM::Sync.
The MLDBM::Sync::SDBM_File DBM is special because is uses SDBM_File for fast small inserts, but slows down linearly with the size of the data being inserted and read.
The results for a dual PIII-450 linux 2.4.7, with a ext3 file system blocksize 4096 mounted async on a RAID-1 2xIDE 7200 RPM disk were as follows:
=== INSERT OF 50 BYTE RECORDS === Time for 100 writes + 100 reads for SDBM_File 0.16 seconds 12288 bytes Time for 100 writes + 100 reads for MLDBM::Sync::SDBM_File 0.19 seconds 12288 bytes Time for 100 writes + 100 reads for GDBM_File 1.09 seconds 18066 bytes Time for 100 writes + 100 reads for DB_File 0.67 seconds 12288 bytes Time for 100 writes + 100 reads for Tie::TextDir .04 0.31 seconds 13192 bytes
=== INSERT OF 500 BYTE RECORDS === (skipping test for SDBM_File 100 byte limit) Time for 100 writes + 100 reads for MLDBM::Sync::SDBM_File 0.52 seconds 110592 bytes Time for 100 writes + 100 reads for GDBM_File 1.20 seconds 63472 bytes Time for 100 writes + 100 reads for DB_File 0.66 seconds 86016 bytes Time for 100 writes + 100 reads for Tie::TextDir .04 0.32 seconds 58192 bytes
=== INSERT OF 5000 BYTE RECORDS === (skipping test for SDBM_File 100 byte limit) Time for 100 writes + 100 reads for MLDBM::Sync::SDBM_File 1.41 seconds 1163264 bytes Time for 100 writes + 100 reads for GDBM_File 1.38 seconds 832400 bytes Time for 100 writes + 100 reads for DB_File 1.21 seconds 831488 bytes Time for 100 writes + 100 reads for Tie::TextDir .04 0.58 seconds 508192 bytes
=== INSERT OF 20000 BYTE RECORDS === (skipping test for SDBM_File 100 byte limit) (skipping test for MLDBM::Sync db size > 1M) Time for 100 writes + 100 reads for GDBM_File 2.23 seconds 2063912 bytes Time for 100 writes + 100 reads for DB_File 1.89 seconds 2060288 bytes Time for 100 writes + 100 reads for Tie::TextDir .04 1.26 seconds 2008192 bytes
=== INSERT OF 50000 BYTE RECORDS === (skipping test for SDBM_File 100 byte limit) (skipping test for MLDBM::Sync db size > 1M) Time for 100 writes + 100 reads for GDBM_File 3.66 seconds 5337944 bytes Time for 100 writes + 100 reads for DB_File 3.64 seconds 5337088 bytes Time for 100 writes + 100 reads for Tie::TextDir .04 2.80 seconds 5008192 bytes
Copyright (c) 2001-2002 Joshua Chamas, Chamas Enterprises Inc. All rights reserved. Sponsored by development on NodeWorks http://www.nodeworks.com and Apache::ASP http://www.apache-asp.org
This program is free software; you can redistribute it and/or modify it under the same terms as Perl itself.
MLDBM(3), SDBM_File(3), DB_File(3), GDBM_File(3)