Sereal::Encoder - Fast, compact, powerful binary serialization
use Sereal::Encoder qw(encode_sereal); my $encoder = Sereal::Encoder->new({...options...}); my $out = $encoder->encode($structure); # alternatively: $out = encode_sereal($structure, {... options ...});
This library implements an efficient, compact-output, and feature-rich serializer using a binary protocol called Sereal. Its sister module Sereal::Decoder implements a decoder for this format. The two are released separately to allow for independent and safer upgrading.
The Sereal protocol version emitted by this encoder implementation is currently protocol version 2 by default.
The protocol specification and many other bits of documentation can be found in the github repository. Right now, the specification is at https://github.com/Sereal/Sereal/blob/master/sereal_spec.pod, there is a discussion of the design objectives in https://github.com/Sereal/Sereal/blob/master/README.pod, and the output of our benchmarks can be seen at https://github.com/Sereal/Sereal/wiki/Sereal-Comparison-Graphs.
Constructor. Optionally takes a hash reference as first parameter. This hash reference may contain any number of options that influence the behaviour of the encoder.
Currently, the following options are recognized, none of them are on by default.
If set, the main payload of the Sereal document will be compressed using Google's Snappy algorithm. This can yield anywhere from no effect to significant savings on output size at rather low run time cost. If in doubt, test with your data whether this helps or not.
The decoder (version 0.04 and up) will know how to handle Snappy-compressed Sereal documents transparently.
Note: The snappy_incr and snappy options are identical in Sereal protocol V2 (the default). If using the use_protocol_v1 option to emit Sereal V1 documents, this emits non-incrementally decodable documents. See snappy_incr in those cases.
snappy_incr
snappy
use_protocol_v1
Same as the snappy option for default (Sereal V2) operation.
In Sereal V1, enables a version of the snappy protocol which is suitable for incremental parsing of packets. See also the snappy option above for more details.
The size threshold (in bytes) of the uncompressed output below which snappy compression is not even attempted even if enabled. Defaults to one kilobyte (1024 bytes). Set to 0 and snappy to enabled to always compress. Note that the document will not be compressed if the resulting size will be bigger than the original size (even if snappy_threshold is 0).
If this option is set, then the encoder will refuse to serialize blessed references and throw an exception instead.
This can be important because blessed references can mean executing a destructor on a remote system or generally executing code based on data.
See also no_bless_objects to skip the blessing of objects. When both flags are set, croak_on_bless has a higher precedence then no_bless_objects.
no_bless_objects
croak_on_bless
This option is new in Sereal v2 and needs a Sereal v2 decoder.
If this option is set, the encoder will check for and possibly invoke the FREEZE method on any object in the input data. An object that was serialized using its FREEZE method will have its corresponding THAW class method called during deserialization. The exact semantics are documented below under "FREEZE/THAW CALLBACK MECHANISM".
FREEZE
THAW
Beware that using this functionality means a significant slowdown for object serialization. Even when serializing objects without a FREEZE method, the additional method look up will cost a small amount of runtime. Yes, Sereal::Encoder is so fast that is may make a difference.
Sereal::Encoder
If this option is set, then the encoder will serialize blessed references without the bless information and provide plain data structures instead.
See also the croak_on_bless option above for more details.
If set, unknown/unsupported data structures will be encoded as undef instead of throwing an exception.
undef
Mutually exclusive with stringify_unknown. See also warn_unknown below.
stringify_unknown
warn_unknown
If set, unknown/unsupported data structures will be stringified and encoded as that string instead of throwing an exception. The stringification may cause a warning to be emitted by perl.
Mutually exclusive with undef_unknown. See also warn_unknown below.
undef_unknown
Only has an effect if undef_unknown or stringify_unknown are enabled.
If set to a positive integer, any unknown/unsupported data structure encountered will emit a warning. If set to a negative integer, it will warn for unsupported data structures just the same as for a positive value with one exception: For blessed, unsupported items that have string overloading, we silently stringify without warning.
Sereal::Encoder is recursive. If you pass it a Perl data structure that is deeply nested, it will eventually exhaust the C stack. Therefore, there is a limit on the depth of recursion that is accepted. It defaults to 10000 nested calls. You may choose to override this value with the max_recursion_depth option. Beware that setting it too high can cause hard crashes, so only do that if you KNOW that it is safe to do so.
max_recursion_depth
Do note that the setting is somewhat approximate. Setting it to 10000 may break at somewhere between 9997 and 10003 nested structures depending on their types.
Normally Sereal::Encoder will output hashes in whatever order is convenient, generally that used by perl to actually store the hash, or whatever order was returned by a tied hash.
If this option is enabled then the Encoder will sort the keys before outputting them. It uses more memory, and is quite a bit slower than the default.
Generally speaking this should mean that a hash and a copy should produce the same output. Nevertheless the user is warned that Perl has a way of "morphing" variables on use, and some of its rules are a little arcane (for instance utf8 keys), and so two hashes that might appear to be the same might still produce different output as far as Sereal is concerned.
The thusly allocated encoder object and its output buffer will be reused between invocations of encode(), so hold on to it for an efficiency gain if you plan to serialize multiple similar data structures, but destroy it if you serialize a single very large data structure just once to free the memory.
encode()
See "NON-CANONICAL" for why you might want to use this, and for the various caveats involved.
When the no_shared_hashkeys option is set ot a true value, then the encoder will disable the detection and elimination of repeated hash keys. This only has an effect for serializing structures containing hashes. By skipping the detection of repeated hash keys, performance goes up a bit, but the size of the output can potentially be much larger.
no_shared_hashkeys
Do not disable this unless you have a reason to.
If this is option is enabled/true then Sereal will use a hash to encode duplicates of strings during serialization efficiently using (internal) backreferences. This has a peformance and memory penalty during encoding so it defaults to off. On the other hand, data structures with many duplicated strings will see a significant reduction in the size of the encoded form. Currently only strings longer than 3 characters will be deduped, however this may change in the future.
Note that Sereal will perform certain types of deduping automatically even without this option. In particular class names and hash keys (see also the no_shared_hashkeys setting) are deduped regardless of this option. Only enable this if you have good reason to believe that there are many duplicated strings as values in your data structure.
Use of this option does not require an upgraded decoder (this option was added in Sereal::Encoder 0.32). The deduping is performed in such a way that older decoders should handle it just fine. In other words, the output of a Sereal decoder should not depend on whether this option was used during encoding. See also below: aliased_dedupe_strings.
This is an advanced option that should be used only after fully understanding its ramifications.
This option enables a mode of operation that is similar to dedupe_strings and if both options are set, aliased_dedupe_strings takes precedence.
The behaviour of aliased_dedupe_strings differs from dedupe_strings in that the duplicate occurrances of strings are emitted as Perl language level aliases instead of as Sereal-internal backreferences. This means that using this option actually produces a different output data structure when decoding. The upshot is that with this option, the application using (decoding) the data may save a lot of memory in some situations but at the cost of potential action at a distance due to the aliasing.
Beware: The test suite currently does not cover this option as well as it probably should. Patches welcome.
If set, the encoder will emit Sereal documents following protocol version 1. This is strongly discouraged except for temporary compatibility/migration purposes.
Given a Perl data structure, serializes that data structure and returns a binary string that can be turned back into the original data structure by Sereal::Decoder.
The functional interface that is equivalent to using new and encode. Expects a data structure to serialize as first argument, optionally followed by a hash reference of options (see documentation for new()).
new
encode
new()
The functional interface is marginally slower than the OO interface since it cannot reuse the encoder object.
The exact performance in time and space depends heavily on the data structure to be serialized. For ready-made comparison scripts, see the author_tools/bench.pl and author_tools/dbench.pl programs that are part of this distribution. Suffice to say that this library is easily competitive in both time and space efficiency with the best alternatives.
This mechanism is enabled using the freeze_callbacks option of the encoder. It is inspired by the equivalent mechanism in CBOR::XS and differs only in one minor detail, explained below. The general mechanism is documented in the A GENERIC OBJECT SERIALIATION PROTOCOL section of Types::Serializer. Similar to CBOR using CBOR, Sereal uses the string Sereal as a serializer identifier for the callbacks.
freeze_callbacks
CBOR
Sereal
The one difference to the mechanism as supported by CBOR is that in Sereal, the FREEZE callback must return a single value. That value can be any data structure supported by Sereal (hopefully without causing infinite recursion by including the original object). But FREEZE can't return a list as with CBOR. This should not be any practical limitation whatsoever. Just return an array reference instead of a list.
Here is a contrived example of a class implementing the FREEZE / THAW mechansim.
package File; use Moo; has 'path' => (is => 'ro'); has 'fh' => (is => 'rw'); # open file handle if necessary and return it sub get_fh { my $self = shift; # This could also with fancier Moo(se) syntax my $fh = $self->fh; if (not $fh) { open $fh, "<", $self->path or die $!; $self->fh($fh); } return $fh; } sub FREEZE { my ($self, $serializer) = @_; # Could switch on $serializer here: JSON, CBOR, Sereal, ... # But this case is so simple that it will work with ALL of them. # Do not try to serialize our file handle! Path will be enough # to recreate. return $self->path; } sub THAW { my ($class, $serializer, $data) = @_; # Turn back into object. return $class->new(path => $data); }
Why is the FREEZE/THAW mechanism important here? Our contrived File class may contain a file handle which can't be serialized. So FREEZE not only returns just the path (which is more compact than encoding the actual object contents), but it strips the file handle which can be lazily reopened on the other side of the serialization/deserialization pipe. But this example also shows that a naive implementation can easily end up with subtle bugs. A file handle itself has state (position in file, etc). Thus the deserialization in the above example won't accurately reproduce the original state. It can't, of course, if it's deserialized in a different environment anyway.
File
Sereal::Encoder is thread-safe on Perl's 5.8.7 and higher. This means "thread-safe" in the sense that if you create a new thread, all Sereal::Encoder objects will become a reference to undef in the new thread. This might change in a future release to become a full clone of the encoder object.
You might want to compare two data structures by comparing their serialized byte strings. For that to work reliably the serialization must take extra steps to ensure that identical data structures are encoded into identical serialized byte strings (a so-called "canonical representation").
Currently the Sereal encoder does not provide a mode that will reliably generate a canonical representation of a data structure. The reasons are many and sometimes subtle.
Sereal does support some use-cases however. In this section we attempt to outline the issues well enough for you to decide if it is suitable for your needs.
This can be enabled via sort_keys, see above.
sort_keys
Just sorting hash keys is not enough. A trivial example is PAD bytes which mean nothing and are skipped. They mostly exist for encoder optimizations to prevent certain nasty backtracking situations from becoming O(n) at the cost of one byte of output. An explicit canonical mode would have to outlaw them (or add more of them) and thus require a much more complicated implementation of refcount/weakref handing in the encoder while at the same time causing some operations to go from O(1) to a full memcpy of everything after the point of where we backtracked to. Nasty.
Another example is COPY. The COPY tag indicates that the next element is an identical copy of a previous element (which is itself forbidden from including COPY's other than for class names). COPY is purely internal. The Perl/XS implementation uses it to share hash keys and class names. One could use it for other strings (theoretically), but doesn't for time-efficiency reasons. We'd have to outlaw the use of this (significant) optimization of canonicalization.
Sereal represents a reference to an array as a sequence of tags which, in its simplest form, reads REF, ARRAY $array_length TAG1 TAG2 .... The separation of "REF" and "ARRAY" is necessary to properly implement all of Perl's referencing and aliasing semantics correctly. Quite frequently, however, your array is only reference once and plainly so. If it's also at most 15 elements long, Sereal optimizes all of the "REF" and "ARRAY" tags, as well as the length into a special one byte ARRAYREF tag. This is a very significant optimization for common cases. This, however, does mean that most arrays up to 15 elements could be represented in two different, yet perfectly valid forms. ARRAYREF would have to be outlawed for a properly canonical form. The exact same logic applies to HASH vs. HASHREF.
Similar to how Sereal can represent arrays and hashes in a full and a compact form. For small integers (between -16 and +15 inclusive), Sereal emits only one byte including the encoding of the type of data. For larger integers, it can use either varints (positive only) or zigzag encoding, which can also represent negative numbers. For a canonical mode, the space optimizations would have to be turned off and it would have to be explicitly specified whether varint or zigzag encoding is to be used for encoding positive integers.
Perl may choose to retain multiple representations of a scalar. Specifically, it can convert integers, floating point numbers, and strings on the fly and will aggressively cache the results. Normally, it remembers which of the representations can be considered canonical, that means, which can be used to recreate the others reliably. For example, 0 and "0" can both be considered canonical since they naturally transform into each other. Beyond intrinsic ambiguity, there are ways to trick Perl into allowing a single scalar to have distinct string, integer, and floating point representations that are all flagged as canonical, but can't be transformed into each other. These are the so-called dualvars. Sereal cannot represent dualvars (and that's a good thing).
0
"0"
Floating point values can appear to be the same but serialize to different byte strings due to insignificant 'noise' in the floating point representation. Sereal supports different floating point precisions and will generally choose the most compact that can represent your floating point number correctly.
These issues are especially relevant when considering language interoperability.
Often, people don't actually care about "canonical" in the strict sense required for real identity checking. They just require a best-effort sort of thing for caching. But it's a slippery slope!
In a nutshell, the sort_keys option may be sufficient for an application which is simply serializing a cache key, and thus there's little harm in an occasional false-negative, but think carefully before applying Sereal in other use-cases.
For reporting bugs, please use the github bug tracker at http://github.com/Sereal/Sereal/issues.
For support and discussion of Sereal, there are two Google Groups:
Announcements around Sereal (extremely low volume): https://groups.google.com/forum/?fromgroups#!forum/sereal-announce
Sereal development list: https://groups.google.com/forum/?fromgroups#!forum/sereal-dev
Yves Orton <demerphq@gmail.com>
Damian Gryski
Steffen Mueller <smueller@cpan.org>
Rafaël Garcia-Suarez
Ævar Arnfjörð Bjarmason <avar@cpan.org>
Tim Bunce
Daniel Dragan <bulkdd@cpan.org> (Windows support and bugfixes)
Some inspiration and code was taken from Marc Lehmann's excellent JSON::XS module due to obvious overlap in problem domain. Thank you!
This module was originally developed for Booking.com. With approval from Booking.com, this module was generalized and published on CPAN, for which the authors would like to express their gratitude.
Copyright (C) 2012, 2013 by Steffen Mueller Copyright (C) 2012, 2013 by Yves Orton
The license for the code in this distribution is the following, with the exceptions listed below:
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself.
Except portions taken from Marc Lehmann's code for the JSON::XS module, which is licensed under the same terms as this module.
Also except the code for Snappy compression library, whose license is reproduced below and which, to the best of our knowledge, is compatible with this module's license. The license for the enclosed Snappy code is:
Copyright 2011, Google Inc. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of Google Inc. nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
To install Sereal::Encoder, copy and paste the appropriate command in to your terminal.
cpanm
cpanm Sereal::Encoder
CPAN shell
perl -MCPAN -e shell install Sereal::Encoder
For more information on module installation, please visit the detailed CPAN module installation guide.