Utility classes to define optimized and evolutive serializers.
Paquito
provides utility classes to define optimized and evolutive serializers.
Add this line to your application’s Gemfile:
gem 'paquito'
And then execute:
$ bundle install
Or install it yourself as:
$ gem install paquito
Paquito
being a serialization library, takes extra care in always being able to deserialize payloads serialized from previous versions.
However the inverse may not always be true, so when upgrading Paquito
it is essential to first upgrade the gem without any applicative code change, so
that all Ruby processes in production are able to read the new format.
Additionally format changes can be controlled through Paquito.format_version
that directly maps with the gem major version.
For example, paquito 0.10.0
introduce a new serialization format for Time
and DateTime
objects, but retain Paquito.format_version = 0
.
The upgrade process is as follows:
paquito ~> 0.10
.Paquito.format_version = 1
or upgrade to paquito ~> 1.0
.Generally speaking it’s heavily recommended to carefully read the CHANGELOG and not to skip intermediary versions.
chain
Paquito::CoderChain
combines two or more serializers into one.
Example:
compressed_yaml_coder = Paquito.chain(YAML, Zlib)
payload = compressed_yaml_coder.dump({ foo: 42 }) # YAML compressed with gzip
compressed_yaml_coder.load(payload) # => { foo: 42 }
ConditionalCompressor
Paquito::ConditionalCompressor
compresses payloads if they are over a defined size.
Example:
coder = Paquito::ConditionalCompressor.new(Zlib, 256)
coder.dump("foo") # => "\x00foo"
coder.dump("foo" * 500) # => "\x01<compressed-data....>"
SingleBytePrefixVersion
Paquito::SingleBytePrefixVersion
prepends a version prefix to the payloads, which allows you to seamlessly transition
between different serialization methods.
The first argument is the current version used for newly generated payloads.
Example:
coder = Paquito::SingleBytePrefixVersion.new(1,
0 => YAML,
1 => JSON,
2 => MessagePack,
)
coder.dump([1]) # => "\x01[1]"
coder.load("\x00---\n:foo: 42") # => { foo: 42 }
SingleBytePrefixVersionWithStringBypass
Works like Paquito::SingleBytePrefixVersion
except that versions 253
, 254
and 255
are reserved for serializing strings
in an optimized way.
When the object to serialize is an UTF-8
, ASCII
or BINARY
string, rather than invoking the underlying serializer, it simply
prepends a single byte to the string which indicates the encoding.
Additionally, you can pass a distinct serializer for strings only:
Example:
coder = Paquito::SingleBytePrefixVersionWithStringBypass.new(
1,
{ 0 => YAML, 1 => JSON },
Paquito::ConditionalCompressor.new(Zlib, 1024), # Large strings will be compressed but not serialized in JSON.
)
The larger the string the larger the speed gain is, e.g. for a 1MB string, it’s over 500x faster than going through MessagePack
or Marshal
.
CommentPrefixVersion
Similar to the single byte prefix, but meant to be human readable and to allow for migrating unversioned payloads.
Payloads without a version prefix are assumed to be version 0
.
The first argument is the current version used for newly generated payloads.
Example:
coder = Paquito::CommentPrefixVersion.new(1,
0 => YAML,
1 => JSON,
)
coder.load("---\n:foo: 42") # => { foo: 42 }
coder.dump([1]) # => "#☠1☢\n[1]"
allow_nil
In some situations where you’d rather not serialize nil
, you can use the Paquito.allow_nil
shorthand:
coder = Paquito.allow_nil(Marshal)
coder.dump(nil) # => nil
coder.load(nil) # => nil
TranslateErrors
If you do need to handle serialization or deserialization errors, for instance to fallback to acting like a cache miss,
Paquito::TranslateErrors
translates all underlying exceptions into Paquito::Error
descendants.
Example:
coder = Paquito::TranslateErrors.new(Paquito::CoderChain.new(YAML, Zlib))
coder.load("\x00") # => Paquito::UnpackError (buffer error)
CodecFactory
Paquito::CodecFactory
is a utility facade to create advanced MessagePack
factories with support for common Ruby
and Rails types.
Example
coder = Paquito::CodecFactory.build([Symbol, Set])
coder.load(coder.dump(%i(foo bar).to_set)) # => #<Set: {:foo, :bar}>
TypedStruct
Paquito::TypedStruct
is a opt-in Sorbet runtime plugin that allows T::Struct
classes to be serializable. You need
to explicitly include the module in the T::Struct
classes that you will be serializing. Also, Paquito must be added after Sorbet in your Gemfile for this constant to be available.
Example
class MyStruct < T::Struct
include Paquito::TypedStruct
prop :foo, String
prop :bar, Integer
end
my_struct = MyStruct.new(foo: "foo", bar: 1)
my_struct.as_pack # => [26450, "foo", 1]
MyStruct.from_pack([26450, "foo", 1]) # => <MyStruct bar=1, foo="foo">
paquito
doesn’t depend on rails
or any of its components, however it does provide some optional utilities.
CacheEntryCoder
Paquito::CacheEntryCoder
turns an ActiveSupport::Cache::Entry
instance into a simple Array
instance. This allows
you to implement custom coders for ActiveSupport::Cache
.
Example:
ActiveSupport::Cache::FileStore.new("tmp/cache", coder: Paquito.chain(Paquito::CacheEntryCoder, JSON))
FlatCacheEntryCoder
Paquito::FlatCacheEntryCoder
is a variation of Paquito::CacheEntryCoder
. Instead of encoding ActiveSupport::Cache::Entry
into an Array of three members, it serializes the entry metadata itself and adds it as a prefix to the serialized payload.
This allows to leverage Paquito::SingleBytePrefixVersionWithStringBypass
effectively.
Example:
ActiveSupport::Cache::FileStore.new(
"tmp/cache",
coder: Paquito::FlatCacheEntryCoder.new(
Paquito::SingleBytePrefixVersionWithStringBypass.new(
1,
0 => Marshal,
1 => JSON,
)
)
)
SerializedColumn
Paquito::SerializedColumn
allows you to decorate any encoder to behave like Rails’s builtin YAMLColumn
Example:
class Shop < ActiveRecord::Base
serialize :settings, Paquito::SerializedColumn.new(
Paquito::CommentPrefixVersion.new(
1,
0 => YAML,
1 => Paquito::CodecFactory.build([Symbol]),
),
Hash,
attribute_name: :settings,
)
end
Shop.new.settings # => {}
After checking out the repo, run bin/setup
to install dependencies. Then, run rake test
to run the tests. You can also run bin/console
for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run bundle exec rake install
. To release a new version, update the version number in version.rb
, and then run bundle exec rake release
, which will create a git tag for the version, push git commits and the created tag, and push the .gem
file to rubygems.org.
Bug reports and pull requests are welcome on GitHub at https://github.com/Shopify/paquito.
The gem is available as open source under the terms of the MIT License.