Auto rule inferring | laravel-data | Spatie

 SPATIE

  Laravel Data
===============

spatie.be/open-source

  [Docs](https://spatie.be/docs)  [Laravel-data](https://spatie.be/docs/laravel-data/v4)  Validation  Auto rule inferring

 Version   v4   v3   v2   v1

 Other versions for crawler [v4](https://spatie.be/docs/laravel-data/v4) [v3](https://spatie.be/docs/laravel-data/v3) [v2](https://spatie.be/docs/laravel-data/v2) [v1](https://spatie.be/docs/laravel-data/v1)

  Auto rule inferring
- [ Introduction ](https://spatie.be/docs/laravel-data/v4/introduction)
- [ Support us ](https://spatie.be/docs/laravel-data/v4/support-us)
- [ Requirements ](https://spatie.be/docs/laravel-data/v4/requirements)
- [ Installation &amp; setup ](https://spatie.be/docs/laravel-data/v4/installation-setup)
- [ Third party packages ](https://spatie.be/docs/laravel-data/v4/third-party-packages)
- [ Questions and issues ](https://spatie.be/docs/laravel-data/v4/questions-issues)
- [ Changelog ](https://spatie.be/docs/laravel-data/v4/changelog)
- [ About us ](https://spatie.be/docs/laravel-data/v4/about-us)

Getting started
---------------

- [ Quickstart ](https://spatie.be/docs/laravel-data/v4/getting-started/quickstart)

As a DTO
--------

- [ Creating a data object ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/creating-a-data-object)
- [ Nesting ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/nesting)
- [ Collections ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/collections)
- [ Abstract Data ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/abstract-data)
- [ Casts ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/casts)
- [ Optional properties ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/optional-properties)
- [ Mapping property names ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/mapping-property-names)
- [ Default values ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/defaults)
- [ Computed values ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/computed)
- [ From a request ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/request-to-data-object)
- [ From a model ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/model-to-data-object)
- [ Injecting property values ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/injecting-property-values)
- [ Factories ](https://spatie.be/docs/laravel-data/v4/as-a-data-transfer-object/factories)

Validation
----------

- [ Introduction ](https://spatie.be/docs/laravel-data/v4/validation/introduction)
- [ Auto rule inferring ](https://spatie.be/docs/laravel-data/v4/validation/auto-rule-inferring)
- [ Using validation attributes ](https://spatie.be/docs/laravel-data/v4/validation/using-validation-attributes)
- [ Manual rules ](https://spatie.be/docs/laravel-data/v4/validation/manual-rules)
- [ Working with the validator ](https://spatie.be/docs/laravel-data/v4/validation/working-with-the-validator)
- [ Nesting Data ](https://spatie.be/docs/laravel-data/v4/validation/nesting-data)
- [ Skipping validation ](https://spatie.be/docs/laravel-data/v4/validation/skipping-validation)

As a resource
-------------

- [ From data to array ](https://spatie.be/docs/laravel-data/v4/as-a-resource/from-data-to-array)
- [ From data to resource ](https://spatie.be/docs/laravel-data/v4/as-a-resource/from-data-to-resource)
- [ Mapping property names ](https://spatie.be/docs/laravel-data/v4/as-a-resource/mapping-property-names)
- [ Appending properties ](https://spatie.be/docs/laravel-data/v4/as-a-resource/appending-properties)
- [ Wrapping ](https://spatie.be/docs/laravel-data/v4/as-a-resource/wrapping)
- [ Including and excluding properties ](https://spatie.be/docs/laravel-data/v4/as-a-resource/lazy-properties)
- [ Transforming data ](https://spatie.be/docs/laravel-data/v4/as-a-resource/transformers)

Advanced usage
--------------

- [ Eloquent casting ](https://spatie.be/docs/laravel-data/v4/advanced-usage/eloquent-casting)
- [ Transforming to TypeScript ](https://spatie.be/docs/laravel-data/v4/advanced-usage/typescript)
- [ Working with dates ](https://spatie.be/docs/laravel-data/v4/advanced-usage/working-with-dates)
- [ Normalizers ](https://spatie.be/docs/laravel-data/v4/advanced-usage/normalizers)
- [ Pipeline ](https://spatie.be/docs/laravel-data/v4/advanced-usage/pipeline)
- [ Creating a cast ](https://spatie.be/docs/laravel-data/v4/advanced-usage/creating-a-cast)
- [ Creating a transformer ](https://spatie.be/docs/laravel-data/v4/advanced-usage/creating-a-transformer)
- [ Creating a rule inferrer ](https://spatie.be/docs/laravel-data/v4/advanced-usage/creating-a-rule-inferrer)
- [ Use with Inertia ](https://spatie.be/docs/laravel-data/v4/advanced-usage/use-with-inertia)
- [ Use with Livewire ](https://spatie.be/docs/laravel-data/v4/advanced-usage/use-with-livewire)
- [ Internal structures ](https://spatie.be/docs/laravel-data/v4/advanced-usage/internal-structures)
- [ Mapping rules ](https://spatie.be/docs/laravel-data/v4/advanced-usage/mapping-rules)
- [ Validation attributes ](https://spatie.be/docs/laravel-data/v4/advanced-usage/validation-attributes)
- [ Get data from a class quickly ](https://spatie.be/docs/laravel-data/v4/advanced-usage/get-data-from-a-class-quickly)
- [ Performance ](https://spatie.be/docs/laravel-data/v4/advanced-usage/performance)
- [ Commands ](https://spatie.be/docs/laravel-data/v4/advanced-usage/commands)
- [ Traits and interfaces ](https://spatie.be/docs/laravel-data/v4/advanced-usage/traits-and-interfaces)
- [ In Packages ](https://spatie.be/docs/laravel-data/v4/advanced-usage/in-packages)
- [ Available property mappers ](https://spatie.be/docs/laravel-data/v4/advanced-usage/available-property-mappers)

 Auto rule inferring
===================

The package will automatically infer validation rules from the data object. For example, for the following data class:

```
class ArtistData extends Data{
    public function __construct(
        public string $name,
        public int $age,
        public ?string $genre,
    ) {
    }
}
```

The package will generate the following validation rules:

```
[
    'name' => ['required', 'string'],
    'age' => ['required', 'integer'],
    'genre' => ['nullable', 'string'],
]
```

All these rules are inferred by `RuleInferrers`, special classes that will look at the types of properties and will add rules based upon that.

Rule inferrers are configured in the `data.php` config file:

```
/*
 * Rule inferrers can be configured here. They will automatically add
 * validation rules to properties of a data object based upon
 * the type of the property.
 */
'rule_inferrers' => [
    Spatie\LaravelData\RuleInferrers\SometimesRuleInferrer::class,
    Spatie\LaravelData\RuleInferrers\NullableRuleInferrer::class,
    Spatie\LaravelData\RuleInferrers\RequiredRuleInferrer::class,
    Spatie\LaravelData\RuleInferrers\BuiltInTypesRuleInferrer::class,
    Spatie\LaravelData\RuleInferrers\AttributesRuleInferrer::class,
],
```

By default, five rule inferrers are enabled:

- **SometimesRuleInferrer** will add a `sometimes` rule when the property is optional
- **NullableRuleInferrer** will add a `nullable` rule when the property is nullable
- **RequiredRuleInferrer** will add a `required` rule when the property is not nullable
- **BuiltInTypesRuleInferrer** will add a rules which are based upon the built-in php types:
    - An `int` or `float` type will add the `numeric` rule
    - A `bool` type will add the `boolean` rule
    - A `string` type will add the `string` rule
    - A `array` type will add the `array` rule
- **AttributesRuleInferrer** will make sure that rule attributes we described above will also add their rules

It is possible to write your rule inferrers. You can find more information [here](/docs/laravel-data/v4/advanced-usage/creating-a-rule-inferrer).

 A good
match?
-------------

### What we do best

- All things Laravel
- Custom frontend components
- Building APIs
- AI-powered features
- Simplifying things
- Clean solutions
- Integrating services

### Not our cup of tea

- WordPress themes
- Cutting corners
- Free mockups to win a job
- "Just execute the briefing"

 In short: we'd like to be a **substantial part** of your project.

 [ Get in touch via email ](mailto:info@spatie.be?subject=A%20good%20match%21&body=Tell%20us%20as%20much%20as%20you%20can%20about%0A-%20your%20online%20project%0A-%20your%20planning%0A-%20your%20budget%0A-%20%E2%80%A6%0A%0AAnything%20that%20helps%20us%20to%20start%20straightforward%21)
