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Data Validation for Elixir
Vex
An extensible data validation library for Elixir.
Can be used to check different data types for compliance with criteria.
Ships with built-in validators to check for attribute presence, absence, inclusion, exclusion, format, length, acceptance, and by a custom function. You can easily define new validators and override existing ones.
Inspired by
- Rails ActiveModel Validations
- Clojure's Validateur
Supported Validations
Note the examples below use Vex.valid?/2, with the validations to
check explicitly provided as the second argument. For information on how
validation configuration can be provided as part of a single argument
(eg, packaged with the data to check passed to Vex.valid?/1) see
"Configuring Validations" below.
Note all validations can be skipped based on :if and :unless
conditions given as options. See "Validation Conditions" further below for
more information.
Presence
Ensure a value is present:
Vex.valid? post, title: [presence: true]
See the documentation on Vex.Validators.Presence for details on
available options.
Absence
Ensure a value is absent (blank)
Vex.valid? post, byline: [absence: true]
See the documentation on Vex.Validators.Absence for details on
available options.
Inclusion
Ensure a value is in a list of values:
Vex.valid? post, category: [inclusion: ["politics", "food"]]
This validation can be skipped for nil or blank values by including
allow_nil: true and/or allow_blank: true.
See the documentation on Vex.Validators.Inclusion for details on available options.
Exclusion
Ensure a value is not in a list of values:
Vex.valid? post, category: [exclusion: ["oped", "lifestyle"]]
See the documentation on Vex.Validators.Exclusion for details on available
options.
Format
Ensure a value matches a regular expression:
Vex.valid? widget, identifier: [format: ~r/(^id-)/]
This validation can be skipped for nil or blank values by including
allow_nil: true and/or allow_blank: true.
See the documentation on Vex.Validators.Format for details on
available options.
Length
Ensure a value's length is at least a given size:
Vex.valid? user, username: [length: [min: 2]]
Ensure a value's length is at or below a given size:
Vex.valid? user, username: [length: [max: 10]]
Ensure a value's length is within a range (inclusive):
Vex.valid? user, username: [length: [in: 2..10]]
This validation can be skipped for nil or blank values by including
allow_nil: true and/or allow_blank: true.
See the documentation on Vex.Validators.Length for details on
available options.
Number
Ensure a value is a number greater than a given number:
Vex.valid? value, number: [greater_than: 2]
Ensure a value is a number less than or equal to a given number:
Vex.valid? value, number: [less_than_or_equal_to: 10]
Ensure a value is a number is within a given range:
Vex.valid? value, number: [greater_than_or_equal_to: 0, less_than: 10]
This validation can be skipped for nil or blank values by including
allow_nil: true or allow_blank: true respectively in the options.
See the documentation on Vex.Validators.Number for details
on available options.
UUID
Ensure a value is a valid UUID string:
Vex.valid? value, uuid: true
Ensure a value is a valid UUID string in a given format:
Vex.valid? value, uuid: [format: :hex]
This validation can be skipped for nil or blank values by including
allow_nil: true or allow_blank: true respectively in the options.
See the documentation on Vex.Validators.Uuid for details
on available options.
Acceptance
Ensure an attribute is set to a positive (or custom) value. For use expecially with "acceptance of terms" checkboxes in web applications.
Vex.valid?(user, accepts_terms: [acceptance: true])
To check for a specific value, use :as:
Vex.valid?(user, accepts_terms: [acceptance: [as: "yes"]])
See the documentation on Vex.Validators.Acceptance for details on
available options.
Confirmation
Ensure a value has a matching confirmation:
Vex.valid? user, password: [confirmation: true]
The above would ensure the values of password and
password_confirmation are equivalent.
This validation can be skipped for nil or blank values by
including allow_nil: true and/or allow_blank: true.
See the documentation on Vex.Validators.confirmation for details
on available options.
Custom Function
You can also just provide a custom function for validation instead of a validator name:
Vex.valid?(user, password: fn (pass) -> byte_size(pass) > 4 end)
Vex.valid? user, password: &valid_password?/1
Vex.valid?(user, password: &(&1 != "god"))
Instead of returning a boolean the validate function may return :ok
on success, or {:error, "a message"} on error:
Vex.valid?(user, password: fn (password) ->
if valid_password?(password) do
:ok
else
{:error, "#{password} isn't a valid password"}
end
end)
Or explicitly using :by:
Vex.valid?(user, age: [by: &(&1 > 18)])
This validation can be skipped for nil or blank values by including
allow_nil: true and/or allow_blank: true.
See the documentation on Vex.Validators.By for details on available options.
Validation Conditions
A validation can be made applicable (or unapplicable) by using the :if,
:if_any, :unless and :unless_any options.
Note Vex.results will return tuples with :not_applicable for validations that
are skipped as a result of failing conditions.
Based on another attribute's presence
Require a post to have a body of at least 200 bytes unless a non-blank
reference_url is provided.
iex> Vex.valid?(post, body: [length: [min: 200, unless: :reference_url]])
Based on other attributes' presence
Require a post to have a body of at least 200 bytes unless a non-blank
reference_urland category are provided.
iex> Vex.valid?(post, body: [length: [min: 200, unless: [:reference_url, :category]]])
Require a post to have a body of at least 200 bytes unless a non-blank
reference_url or category is provided.
iex> Vex.valid?(post, body: [length: [min: 200, unless_any: [:reference_url, :category]]])
Based on another attribute's value
Only require a password if the state of a user is :new:
iex> Vex.valid?(user, password: [presence: [if: [state: :new]]]
Based on other attributes' value
Only require a password if the state of a user is :new and she is not from Facebook:
iex> Vex.valid?(user, password: [presence: [if: [state: :new, from_facebook: false]]]
Only require a password if the state of a user is :new or she is not from Facebook:
iex> Vex.valid?(user, password: [presence: [if_any: [state: :new, from_facebook: false]]]
Based on a custom function
Don't require users from Facebook to provide an email address:
iex> Vex.valid?(user, email: [presence: [unless: &User.from_facebook?/1]]
Require users less than 13 years of age to provide a parent's email address:
iex> Vex.valid?(user, parent_email: [presence: [if: &(&1.age < 13)]]
Configuring Validations
The examples above use Vex.valid?/2, passing both the data to
be validated and the validation settings. This is nice for ad hoc data
validation, but wouldn't it be nice to just:
Vex.valid?(data)
... and have the data tell Vex which validations should be evaluated?
In Structs
In your struct module, use Vex.Struct:
defmodule User do
defstruct username: nil, password: nil, password_confirmation: nil
use Vex.Struct
validates :username, presence: true,
length: [min: 4],
format: ~r/^[[:alpha:]][[:alnum:]]+$/
validates :password, length: [min: 4],
confirmation: true
end
Note validates should only be used once per attribute.
Once configured, you can use Vex.valid?/1:
user = %User{username: "actualuser",
password: "abcdefghi",
password_confirmation: "abcdefghi"}
Vex.valid?(user)
You can also use valid? directly from the Module:
user |> User.valid?
In Keyword Lists
In your list, just include a :_vex entry and use Vex.valid?/1:
user = [username: "actualuser",
password: "abcdefghi",
password_confirmation: "abcdefghi",
_vex: [username: [presence: true,
length: [min: 4],
format: ~r/^[[:alpha:]][[:alnum:]]+$/]],
password: [length: [min: 4], confirmation: true]]
Vex.valid?(user)
Others
Just implement the Vex.Extract protocol. Here's what was done to
support keyword lists:
defimpl Vex.Extract, for: List do
def settings(data) do
Keyword.get data, :_vex
end
def attribute(data, name) do
Keyword.get data, name
end
end
Querying Results
For validity, it's the old standard, Vex.valid?/1:
iex> Vex.valid?(user)
true
(If you need to pass in the validations to use, do that as a second argument to
Vex.valid?/2)
You can access the raw validation results using Vex.results/1:
iex> Vex.results(user)
[{:ok, :username, :presence},
{:ok, :username, :length},
{:ok, :username, :format}]
If you only want the errors, use Vex.errors/1:
iex> Vex.errors(another_user)
[{:error, :password, :length, "must have a length of at least 4"},
{:error, :password, :confirmation, "must match its confirmation"}]
Error Message Renderers
By default Vex uses Vex.ErrorRenderers.EEx as default renderer, also have
Vex.ErrorRenderers.Parameterized, and you have ability to define your own.
For example if we want to use Linguist for internationalization, we can do the following:
defmodule I18nErrorRenderer do
@behaviour Vex.ErrorRenderer
use Linguist.Vocabulary
locale "en", [
foo: [
too_short: "too short, min %{min} chars",
must_start_with_f: "must start with an f",
],
]
locale "kr", [
foo: [
too_short: "너무 짧으면, 최소 %{min} 개 문자",
must_start_with_f: "f로 시작해야합니다",
],
]
def message(options, _default, context \\ []) do
message = options[:message] || raise "message is needed for proper i18n"
locale = options[:locale] || "en"
t!(locale, message, context)
end
end
result = Vex.validate([name: "Foo"], name: [
length: [
min: 4,
error_renderer: I18nErrorRenderer,
message: "foo.too_short"
],
format: [
with: ~r/^f/,
locale: "kr",
error_renderer: I18nErrorRenderer,
message: "foo.must_start_with_f",
]
])
assert {:error, [
{:error, :name, :length, "too short, min 4 chars"},
{:error, :name, :format, "f로 시작해야합니다"}
]} = result
We can set error renderer globally:
config :vex,
error_renderer: Vex.ErrorRenderers.Parameterized
Validators declare a list of the available message fields and their
descriptions by setting the module attribute @message_fields (see
Vex.Validator.ErrorMessage), and the metadata is available for querying:
iex> Vex.Validators.Length.__validator__(:message_fields)
[value: "Bad value", tokens: "Tokens from value", size: "Number of tokens",
min: "Minimum acceptable value", max: "Maximum acceptable value"]
Custom EEx Error Renderer Messages
Custom error messages can be requested by validations when providing the
:message option and can use EEx to insert fields specific to the validator, eg:
validates :body, length: [min: 4,
tokenizer: &String.split/1,
message: "<%= length tokens %> words isn't enough"]
This could yield, in the case of a :body value "hello my darling", the result:
{:error, "3 words isn't enough"}
Adding and Overriding Validators
Validators are simply modules that implement validate/2 and return :ok
or a tuple with :error and a message. They usually use Vex.Validator
as well to get some common utilities for supporting :allow_nil, :allow_blank, and custom :message options:
defmodule App.CurrencyValidator do
use Vex.Validator
def validate(value, options) do
# Return :ok or {:error, "a message"}
end
end
If you wanted to make this validator available to Vex as the :currency
validator so that you could do this:
validates :amount, currency: true
You just need to add a validator source so that Vex knows where to find it.
A source can be anything that implements the Vex.Validator.Source protocol.
We'll use a keyword list for this example. The implementation for List
allows us to provide a simple mapping.
Vex uses Application.get_env(:vex, :sources) to retrieve the
configuration of sources, defaulting to [Vex.Validators]. We can
set the configuration with
Mix.Config,
as in:
config :vex,
sources: [[currency: App.CurrencyValidator], Vex.Validators]
Vex will consult the list of sources -- in order -- when looking for a
validator. By putting our new source before Vex.Validators, we make it
possible to override the built-in validators.
Note: Without a sources configuration, Vex falls back to a default of [Vex.Validators].
Using Modules as Sources
If adding mappings to our keyword list source becomes
tiresome, we can make use of the fact there's a Vex.Validator.Source
implementation for Atom; we can provide a module name as a source instead
(just as Vex does with Vex.Validators).
config :vex,
sources: [App.Validators, Vex.Validators]
If given an atom, Vex will assume it refers to a module and try two strategies to retrieve a validator:
- If the module exports a
validator/1function, it will call that function, passing the validator name (eg,:currency) - Otherwise, Vex will assume the validator module is the same as the
source module plus a dot and the camelized validator name (eg, given
a source of
App.Validators, it would look for a:currencyvalidator atApp.Validators.Currency)
In either case it will check the candidate validator for an exported
validate/2 function.
In the event no validators can be found for a name, a
Vex.InvalidValidatorError will be raised.
Checking Validator Lookup
To see what validator Vex finds for a given validator name, use Vex.validator/1:
iex> Vex.validator(:currency)
App.Validators.Currency
Contributing
Please fork and send pull requests (preferably from non-master branches), including tests (doctests or normal ExUnit.Case tests).
Report bugs and request features via Issues; kudos if you do it from pull requests you submit that fix the bugs or add the features. ;)
License
Released under the MIT License.