StrongJSON
This library allows you to test the structure of JSON objects.
This is similar to Strong Parameters, which is introduced by Rails 4, but expected to work with more complex structures. It may help you to understand what this is as: Strong Parameters is for simple structures, like HTML forms, and StrongJSON is for complex structures, like JSON objects posted to API.
Installation
Add this line to your application's Gemfile:
gem 'strong_json'
And then execute:
$ bundle
Or install it yourself as:
$ gem install strong_json
Usage
s = StrongJSON.new do
let :item, object(id: prohibited, name: string, count: numeric)
let :customer, object(name: string, address: string, phone: string, email: optional(string))
let :order, object(customer: customer, items: array(item))
end
json = s.order.coerce(JSON.parse(input, symbolize_names: true))
s.order =~ JSON.parse(input, symbolize_names: true)
case JSON.parse(input2, symbolize_names: true)
when s.item
# input2 is an item
when s.customer
# input2 is a customer
else
# input2 is something else
end
If the input JSON data conforms to order
's structure, the json
will be that value.
If the input JSON contains attributes which is not white-listed in the definition, it will raise an exception.
If an attribute has a value which does not match with given type, the coerce
method call will raise an exception StrongJSON::Type::TypeError
.
Catalogue of Types
object(f1: type1, f2: type2, ...)
- The value must be an object
- Fields,
f1
,f2
, and ..., must be present and its values must be oftype1
,type2
, ..., respectively - Objects with other fields will be rejected
Ignoring unknown attributes
You can use ignore
method to ignore unknown attributes.
object(attrs).ignore() # Ignores all unknown attributes.
object(attrs).ignore(:x, :y) # Ignores :x and :y, but rejects other unknown attributes.
object(attrs).ignore(except: Set[:x, :y]) # Rejects :x and :y, but ignores other unknown attributes.
Object
also provides reject
method to do the opposite.
object(attrs).reject() # Rejects all unknown attributes. (default)
object(attrs).reject(:x, :y) # Rejects :x and :y, but ignores other unknown attributes.
object(attrs).reject(except: Set[:x, :y]) # Ignores :x and :y, but rejects other unknown attributes.
array(type)
- The value must be an array
- All elements in the array must be value of given
type
hash(type)
- The value must be an object
- All values in the object must be value of given
type
optional(type)
- The value can be
nil
(or not contained in an object) - If an value exists, it must be of given
type
enum(type1, type2, ...)
- The value can be one of the given types
- First successfully coerced value will return
detector
keyword
enum
has optional keyword argument detector
, which helps identify the type of value.
enum(person,
contact,
detector: -> (value) {
if value.is_a?(Hash)
case
when value[:type] == "person"
person
when value[:type] == "contact"
contact
end
end
})
Base types
-
number
The value must be an instance ofNumeric
-
integer
The value must be an instance ofInteger
-
string
The value must be an instance ofString
-
boolean
The value must betrue
orfalse
-
numeric
The value must be an instance ofNumeric
or a string which represents a number -
any
Any value exceptnil
is accepted -
symbol
The value must be an instance ofString
orSymbol
; returns the result ot#to_sym
Literals
-
literal(lit)
The value must== lit
Shortcuts
There are some alias for optional(base)
, where base is base types, as the following:
number?
integer?
string?
boolean?
numeric?
symbol?
literal?(lit)
Shortcuts for complex data are also defined as the following:
-
optional(array(ty))
→array?(ty)
-
optional(object(fields))
→object?(fields)
-
optional(enum(types))
→enum?(types)
ErrorReporter
You can pretty print type error using ErrorReporter
.
begin
type_check()
rescue StrongJSON::TypeError, StrongJSON::UnexpectedAttributeError => exn
puts exn.message
puts StrongJSON::ErrorReporter.new(path: exn.path).to_s
end
It will print a user-friendly error message like:
TypeError at $.pattern: expected=pattern, value={:pattern=>3}
"pattern" expected to be pattern
$ expected to be rule
Where:
pattern = enum(
regexp_pattern,
token_pattern,
literal_pattern,
string_pattern,
optional(string)
)
rule = { "pattern": pattern, "glob": optional(enum(string, array(string))) }
Type checking
StrongJSON ships with type definitions for Steep. You can type check your programs using StrongJSON by Steep.
Type definition
Define your types as the following.
class JSONSchema::Account < StrongJSON
def account: -> StrongJSON::_Schema<{ id: Integer, name: String }>
end
Schema: JSONSchema::Account
And write your schema definition as the following.
Schema = _ = StrongJSON.new do
# @type self: JSONSchema::Account
let :account, object(id: number, name: string)
end
id = Schema.account.coerce(hash)[:id] # id is Integer
name = Schema.account.coerce(hash)[:name] # name is String
Note that you need two tricks:
- A cast
_ = StrongJSON.new ...
on assignment toSchema
constant - A
@type self
annotation in the block
See the example
directory.
Commandline
Steep 0.8.1 supports loading type definitions from gems.
Pass -G
option to type check your program.
$ steep check -G strong_json lib
When you are using bundler
, it automatically detects that StrongJSON has type definitions.
$ bundle exec steep check lib
Contributing
- Fork it ( https://github.com/soutaro/strong_json/fork )
- Create your feature branch (
git checkout -b my-new-feature
) - Commit your changes (
git commit -am 'Add some feature'
) - Push to the branch (
git push origin my-new-feature
) - Create a new Pull Request