fast_jsonapi
No Longer Maintained - A lightning fast JSON:API serializer for Ruby Objects.
Top Related Projects
Jbuilder: generate JSON objects with a Builder-style DSL
A fast JSON:API serializer for Ruby (fork of Netflix/fast_jsonapi)
Optimized JSON
Simple, Fast, and Declarative Serialization Library for Ruby
Quick Overview
The Netflix/fast_jsonapi is a high-performance JSON serializer for Ruby. It is designed to be a fast and efficient way to serialize Ruby objects into JSON format, and to deserialize JSON data into Ruby objects.
Pros
- High Performance: The library is designed to be highly performant, with benchmarks showing it to be significantly faster than other popular JSON serializers like ActiveModelSerializers.
- Flexible Configuration: The library provides a flexible configuration system that allows developers to customize the serialization process to their specific needs.
- Efficient Memory Usage: The library is designed to be memory-efficient, making it a good choice for applications that need to handle large amounts of data.
- Extensive Documentation: The project has extensive documentation, including detailed guides and examples, making it easy for developers to get started with the library.
Cons
- Limited Scope: The library is focused solely on JSON serialization and deserialization, and does not provide any additional functionality beyond that.
- Dependency on ActiveSupport: The library relies on the ActiveSupport library, which may not be desirable for some projects that are trying to minimize their dependencies.
- Potential Compatibility Issues: As the library is tightly coupled with the Ruby on Rails ecosystem, it may not be as easily integrated into non-Rails Ruby projects.
- Potential Learning Curve: While the library is well-documented, the complexity of the configuration system may present a learning curve for some developers.
Code Examples
Here are a few examples of how to use the fast_jsonapi library:
- Basic Serialization:
class UserSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :email
end
user = User.new(name: 'John Doe', email: 'john@example.com')
serialized_user = UserSerializer.new(user).serialized_json
# => '{"data":{"id":"1","type":"user","attributes":{"name":"John Doe","email":"john@example.com"}}}'
- Serializing Relationships:
class PostSerializer
include FastJsonapi::ObjectSerializer
attributes :title, :content
has_many :comments
end
class CommentSerializer
include FastJsonapi::ObjectSerializer
attributes :body, :author
end
post = Post.new(title: 'My Blog Post', content: 'This is the content of my blog post.')
post.comments = [
Comment.new(body: 'Great post!', author: 'Jane Doe'),
Comment.new(body: 'I agree, well written.', author: 'John Smith')
]
serialized_post = PostSerializer.new(post).serialized_json
# => '{"data":{"id":"1","type":"post","attributes":{"title":"My Blog Post","content":"This is the content of my blog post."},"relationships":{"comments":{"data":[{"id":"1","type":"comment"},{"id":"2","type":"comment"}]}}},"included":[{"id":"1","type":"comment","attributes":{"body":"Great post!","author":"Jane Doe"}},{"id":"2","type":"comment","attributes":{"body":"I agree, well written.","author":"John Smith"}}]}'
- Customizing Serialization:
class UserSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :email
attribute :full_name do |object|
"#{object.first_name} #{object.last_name}"
end
end
user = User.new(first_name: 'John', last_name: 'Doe', email: 'john@example.com')
serialized_user = UserSerializer.new(user).serialized_json
# => '{"data":{"id":"1","type":"user","attributes":{"name":"John Doe","email":"john@example.com","full_name":"John Doe"}}}'
Getting Started
To get started with the fast_jsonapi library, follow these steps:
- Add the library to your Gemfile:
gem 'fast_jsonapi'
-
Run
bundle install
to install the library. -
Create a serializer class for your model:
class UserSerializer
Competitor Comparisons
Jbuilder: generate JSON objects with a Builder-style DSL
Pros of Jbuilder
- Integrated with Rails, providing a familiar and consistent experience
- Flexible and customizable, allowing for complex JSON structures
- Supports partial views and caching for improved performance
Cons of Jbuilder
- Generally slower performance compared to fast_jsonapi
- More verbose syntax, requiring more code for simple serializations
- Lacks built-in support for JSON:API specification
Code Comparison
Jbuilder:
json.array! @posts do |post|
json.id post.id
json.title post.title
json.author do
json.name post.author.name
json.email post.author.email
end
end
fast_jsonapi:
class PostSerializer
include FastJsonapi::ObjectSerializer
attributes :title
belongs_to :author
end
PostSerializer.new(@posts).serialized_json
fast_jsonapi provides a more concise and declarative approach to serialization, while Jbuilder offers more flexibility in constructing JSON structures. fast_jsonapi is generally faster and adheres to the JSON:API specification, making it a good choice for API-heavy applications. Jbuilder, being a part of the Rails ecosystem, may be more suitable for traditional Rails applications where deep integration with other Rails features is desired.
A fast JSON:API serializer for Ruby (fork of Netflix/fast_jsonapi)
Pros of jsonapi-serializer
- More actively maintained with recent updates
- Supports both serialization and deserialization
- Offers more flexibility in customizing relationships and attributes
Cons of jsonapi-serializer
- Generally slower performance compared to fast_jsonapi
- May require more setup and configuration for complex scenarios
- Less optimized for handling large datasets
Code Comparison
fast_jsonapi:
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :year
has_many :actors
end
jsonapi-serializer:
class MovieSerializer
include JSONAPI::Serializer
attributes :name, :year
has_many :actors
end
Both libraries use similar syntax for basic serialization, making it easy to switch between them. However, jsonapi-serializer offers more advanced features for complex scenarios, while fast_jsonapi focuses on performance optimization.
fast_jsonapi is known for its speed and efficiency, especially when dealing with large datasets. It achieves this through caching and other optimizations. On the other hand, jsonapi-serializer provides more flexibility and features, including deserialization capabilities, which can be beneficial for projects requiring two-way data transformation.
When choosing between these libraries, consider your project's specific needs, such as performance requirements, data complexity, and the need for deserialization functionality.
Optimized JSON
Pros of oj
- Faster JSON parsing and generation compared to fast_jsonapi
- More lightweight and focused solely on JSON operations
- Supports both MRI and JRuby
Cons of oj
- Less feature-rich for API serialization compared to fast_jsonapi
- Requires more manual configuration for complex object serialization
- May require additional gems for full API functionality
Code Comparison
oj:
require 'oj'
data = { name: 'John', age: 30 }
json = Oj.dump(data)
parsed = Oj.load(json)
fast_jsonapi:
class PersonSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :age
end
serializer = PersonSerializer.new(person)
json = serializer.serialized_json
Summary
oj is a high-performance JSON parser and generator, focusing on speed and efficiency. It's ideal for projects that require fast JSON processing but may need additional setup for complex API serialization.
fast_jsonapi is a more comprehensive solution for API serialization, offering out-of-the-box features for structuring and serializing complex objects. It may be slower than oj but provides a more streamlined experience for building JSON APIs.
Choose oj for raw JSON performance or fast_jsonapi for easier API development with structured serialization.
Simple, Fast, and Declarative Serialization Library for Ruby
Pros of Blueprinter
- More flexible and customizable serialization options
- Simpler setup and configuration process
- Better support for nested associations and complex object structures
Cons of Blueprinter
- Generally slower performance compared to fast_jsonapi
- Less opinionated, which may lead to inconsistent implementations across projects
- Smaller community and fewer resources available
Code Comparison
Blueprinter:
class UserBlueprint < Blueprinter::Base
fields :id, :name, :email
association :posts, blueprint: PostBlueprint
end
fast_jsonapi:
class UserSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :email
has_many :posts
end
Both libraries aim to simplify JSON serialization in Ruby applications, but they take different approaches. Blueprinter offers more flexibility and easier setup, while fast_jsonapi focuses on performance and adheres to the JSON:API specification.
Blueprinter allows for more customization in how objects are serialized, making it easier to handle complex data structures. However, this flexibility comes at the cost of performance, as fast_jsonapi is generally faster due to its more optimized implementation.
fast_jsonapi has a larger community and more resources available, which can be beneficial for developers seeking support or looking for established best practices. On the other hand, Blueprinter's simpler setup process may be preferable for smaller projects or those requiring quick implementation.
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Fast JSON API â :warning: This project is no longer maintained!!!! :warning:
A lightning fast JSON:API serializer for Ruby Objects.
Since this project is no longer maintained, please consider using alternatives or the forked project jsonapi-serializer/jsonapi-serializer!
Performance Comparison
We compare serialization times with Active Model Serializer as part of RSpec performance tests included on this library. We want to ensure that with every change on this library, serialization time is at least 25 times
faster than Active Model Serializers on up to current benchmark of 1000 records. Please read the performance document for any questions related to methodology.
Benchmark times for 250 records
$ rspec
Active Model Serializer serialized 250 records in 138.71 ms
Fast JSON API serialized 250 records in 3.01 ms
Table of Contents
Features
- Declaration syntax similar to Active Model Serializer
- Support for
belongs_to
,has_many
andhas_one
- Support for compound documents (included)
- Optimized serialization of compound documents
- Caching
Installation
Add this line to your application's Gemfile:
gem 'fast_jsonapi'
Execute:
$ bundle install
Usage
Rails Generator
You can use the bundled generator if you are using the library inside of a Rails project:
rails g serializer Movie name year
This will create a new serializer in app/serializers/movie_serializer.rb
Model Definition
class Movie
attr_accessor :id, :name, :year, :actor_ids, :owner_id, :movie_type_id
end
Serializer Definition
class MovieSerializer
include FastJsonapi::ObjectSerializer
set_type :movie # optional
set_id :owner_id # optional
attributes :name, :year
has_many :actors
belongs_to :owner, record_type: :user
belongs_to :movie_type
end
Sample Object
movie = Movie.new
movie.id = 232
movie.name = 'test movie'
movie.actor_ids = [1, 2, 3]
movie.owner_id = 3
movie.movie_type_id = 1
movie
Object Serialization
Return a hash
hash = MovieSerializer.new(movie).serializable_hash
Return Serialized JSON
json_string = MovieSerializer.new(movie).serialized_json
Serialized Output
{
"data": {
"id": "3",
"type": "movie",
"attributes": {
"name": "test movie",
"year": null
},
"relationships": {
"actors": {
"data": [
{
"id": "1",
"type": "actor"
},
{
"id": "2",
"type": "actor"
}
]
},
"owner": {
"data": {
"id": "3",
"type": "user"
}
}
}
}
}
Key Transforms
By default fast_jsonapi underscores the key names. It supports the same key transforms that are supported by AMS. Here is the syntax of specifying a key transform
class MovieSerializer
include FastJsonapi::ObjectSerializer
# Available options :camel, :camel_lower, :dash, :underscore(default)
set_key_transform :camel
end
Here are examples of how these options transform the keys
set_key_transform :camel # "some_key" => "SomeKey"
set_key_transform :camel_lower # "some_key" => "someKey"
set_key_transform :dash # "some_key" => "some-key"
set_key_transform :underscore # "some_key" => "some_key"
Attributes
Attributes are defined in FastJsonapi using the attributes
method. This method is also aliased as attribute
, which is useful when defining a single attribute.
By default, attributes are read directly from the model property of the same name. In this example, name
is expected to be a property of the object being serialized:
class MovieSerializer
include FastJsonapi::ObjectSerializer
attribute :name
end
Custom attributes that must be serialized but do not exist on the model can be declared using Ruby block syntax:
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :year
attribute :name_with_year do |object|
"#{object.name} (#{object.year})"
end
end
The block syntax can also be used to override the property on the object:
class MovieSerializer
include FastJsonapi::ObjectSerializer
attribute :name do |object|
"#{object.name} Part 2"
end
end
Attributes can also use a different name by passing the original method or accessor with a proc shortcut:
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name
attribute :released_in_year, &:year
end
Links Per Object
Links are defined in FastJsonapi using the link
method. By default, links are read directly from the model property of the same name. In this example, public_url
is expected to be a property of the object being serialized.
You can configure the method to use on the object for example a link with key self
will get set to the value returned by a method called url
on the movie object.
You can also use a block to define a url as shown in custom_url
. You can access params in these blocks as well as shown in personalized_url
class MovieSerializer
include FastJsonapi::ObjectSerializer
link :public_url
link :self, :url
link :custom_url do |object|
"http://movies.com/#{object.name}-(#{object.year})"
end
link :personalized_url do |object, params|
"http://movies.com/#{object.name}-#{params[:user].reference_code}"
end
end
Links on a Relationship
You can specify relationship links by using the links:
option on the serializer. Relationship links in JSON API are useful if you want to load a parent document and then load associated documents later due to size constraints (see related resource links)
class MovieSerializer
include FastJsonapi::ObjectSerializer
has_many :actors, links: {
self: :url,
related: -> (object) {
"https://movies.com/#{object.id}/actors"
}
}
end
This will create a self
reference for the relationship, and a related
link for loading the actors relationship later. NB: This will not automatically disable loading the data in the relationship, you'll need to do that using the lazy_load_data
option:
has_many :actors, lazy_load_data: true, links: {
self: :url,
related: -> (object) {
"https://movies.com/#{object.id}/actors"
}
}
Meta Per Resource
For every resource in the collection, you can include a meta object containing non-standard meta-information about a resource that can not be represented as an attribute or relationship.
class MovieSerializer
include FastJsonapi::ObjectSerializer
meta do |movie|
{
years_since_release: Date.current.year - movie.year
}
end
end
Compound Document
Support for top-level and nested included associations through options[:include]
.
options = {}
options[:meta] = { total: 2 }
options[:links] = {
self: '...',
next: '...',
prev: '...'
}
options[:include] = [:actors, :'actors.agency', :'actors.agency.state']
MovieSerializer.new([movie, movie], options).serialized_json
Collection Serialization
options[:meta] = { total: 2 }
options[:links] = {
self: '...',
next: '...',
prev: '...'
}
hash = MovieSerializer.new([movie, movie], options).serializable_hash
json_string = MovieSerializer.new([movie, movie], options).serialized_json
Control Over Collection Serialization
You can use is_collection
option to have better control over collection serialization.
If this option is not provided or nil
autedetect logic is used to try understand
if provided resource is a single object or collection.
Autodetect logic is compatible with most DB toolkits (ActiveRecord, Sequel, etc.) but cannot guarantee that single vs collection will be always detected properly.
options[:is_collection]
was introduced to be able to have precise control this behavior
nil
or not provided: will try to autodetect single vs collection (please, see notes above)true
will always treat input resource as collectionfalse
will always treat input resource as single object
Caching
Requires a cache_key
method be defined on model:
class MovieSerializer
include FastJsonapi::ObjectSerializer
set_type :movie # optional
cache_options enabled: true, cache_length: 12.hours
attributes :name, :year
end
Params
In some cases, attribute values might require more information than what is
available on the record, for example, access privileges or other information
related to a current authenticated user. The options[:params]
value covers these
cases by allowing you to pass in a hash of additional parameters necessary for
your use case.
Leveraging the new params is easy, when you define a custom attribute or relationship with a block you opt-in to using params by adding it as a block parameter.
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :year
attribute :can_view_early do |movie, params|
# in here, params is a hash containing the `:current_user` key
params[:current_user].is_employee? ? true : false
end
belongs_to :primary_agent do |movie, params|
# in here, params is a hash containing the `:current_user` key
params[:current_user].is_employee? ? true : false
end
end
# ...
current_user = User.find(cookies[:current_user_id])
serializer = MovieSerializer.new(movie, {params: {current_user: current_user}})
serializer.serializable_hash
Custom attributes and relationships that only receive the resource are still possible by defining the block to only receive one argument.
Conditional Attributes
Conditional attributes can be defined by passing a Proc to the if
key on the attribute
method. Return true
if the attribute should be serialized, and false
if not. The record and any params passed to the serializer are available inside the Proc as the first and second parameters, respectively.
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :year
attribute :release_year, if: Proc.new { |record|
# Release year will only be serialized if it's greater than 1990
record.release_year > 1990
}
attribute :director, if: Proc.new { |record, params|
# The director will be serialized only if the :admin key of params is true
params && params[:admin] == true
}
end
# ...
current_user = User.find(cookies[:current_user_id])
serializer = MovieSerializer.new(movie, { params: { admin: current_user.admin? }})
serializer.serializable_hash
Conditional Relationships
Conditional relationships can be defined by passing a Proc to the if
key. Return true
if the relationship should be serialized, and false
if not. The record and any params passed to the serializer are available inside the Proc as the first and second parameters, respectively.
class MovieSerializer
include FastJsonapi::ObjectSerializer
# Actors will only be serialized if the record has any associated actors
has_many :actors, if: Proc.new { |record| record.actors.any? }
# Owner will only be serialized if the :admin key of params is true
belongs_to :owner, if: Proc.new { |record, params| params && params[:admin] == true }
end
# ...
current_user = User.find(cookies[:current_user_id])
serializer = MovieSerializer.new(movie, { params: { admin: current_user.admin? }})
serializer.serializable_hash
Sparse Fieldsets
Attributes and relationships can be selectively returned per record type by using the fields
option.
class MovieSerializer
include FastJsonapi::ObjectSerializer
attributes :name, :year
end
serializer = MovieSerializer.new(movie, { fields: { movie: [:name] } })
serializer.serializable_hash
Using helper methods
You can mix-in code from another ruby module into your serializer class to reuse functions across your app.
Since a serializer is evaluated in a the context of a class
rather than an instance
of a class, you need to make sure that your methods act as class
methods when mixed in.
Using ActiveSupport::Concern
module AvatarHelper
extend ActiveSupport::Concern
class_methods do
def avatar_url(user)
user.image.url
end
end
end
class UserSerializer
include FastJsonapi::ObjectSerializer
include AvatarHelper # mixes in your helper method as class method
set_type :user
attributes :name, :email
attribute :avatar do |user|
avatar_url(user)
end
end
Using Plain Old Ruby
module AvatarHelper
def avatar_url(user)
user.image.url
end
end
class UserSerializer
include FastJsonapi::ObjectSerializer
extend AvatarHelper # mixes in your helper method as class method
set_type :user
attributes :name, :email
attribute :avatar do |user|
avatar_url(user)
end
end
Customizable Options
Option | Purpose | Example |
---|---|---|
set_type | Type name of Object | set_type :movie |
key | Key of Object | belongs_to :owner, key: :user |
set_id | ID of Object | set_id :owner_id or ```set_id { |
cache_options | Hash to enable caching and set cache length | cache_options enabled: true, cache_length: 12.hours, race_condition_ttl: 10.seconds |
id_method_name | Set custom method name to get ID of an object (If block is provided for the relationship, id_method_name is invoked on the return value of the block instead of the resource object) | has_many :locations, id_method_name: :place_ids |
object_method_name | Set custom method name to get related objects | has_many :locations, object_method_name: :places |
record_type | Set custom Object Type for a relationship | belongs_to :owner, record_type: :user |
serializer | Set custom Serializer for a relationship | has_many :actors, serializer: :custom_actor or has_many :actors, serializer: MyApp::Api::V1::ActorSerializer |
polymorphic | Allows different record types for a polymorphic association | has_many :targets, polymorphic: true |
polymorphic | Sets custom record types for each object class in a polymorphic association | has_many :targets, polymorphic: { Person => :person, Group => :group } |
Instrumentation
fast_jsonapi
also has builtin Skylight integration. To enable, add the following to an initializer:
require 'fast_jsonapi/instrumentation/skylight'
Skylight relies on ActiveSupport::Notifications
to track these two core methods. If you would like to use these notifications without using Skylight, simply require the instrumentation integration:
require 'fast_jsonapi/instrumentation'
The two instrumented notifcations are supplied by these two constants:
FastJsonapi::ObjectSerializer::SERIALIZABLE_HASH_NOTIFICATION
FastJsonapi::ObjectSerializer::SERIALIZED_JSON_NOTIFICATION
It is also possible to instrument one method without the other by using one of the following require statements:
require 'fast_jsonapi/instrumentation/serializable_hash'
require 'fast_jsonapi/instrumentation/serialized_json'
Same goes for the Skylight integration:
require 'fast_jsonapi/instrumentation/skylight/normalizers/serializable_hash'
require 'fast_jsonapi/instrumentation/skylight/normalizers/serialized_json'
Contributing
Please see contribution check for more details on contributing
Running Tests
We use RSpec for testing. We have unit tests, functional tests and performance tests. To run tests use the following command:
rspec
To run tests without the performance tests (for quicker test runs):
rspec spec --tag ~performance:true
To run tests only performance tests:
rspec spec --tag performance:true
Top Related Projects
Jbuilder: generate JSON objects with a Builder-style DSL
A fast JSON:API serializer for Ruby (fork of Netflix/fast_jsonapi)
Optimized JSON
Simple, Fast, and Declarative Serialization Library for Ruby
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Introducing Visual Copilot: A new AI model to turn Figma designs to high quality code using your components.
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