Eloquent ORM: pola dan optimasi untuk Laravel

Kuasai Eloquent ORM dengan pola lanjutan dan teknik optimasi. Eager loading, query scope, accessor, mutator dan performa untuk aplikasi Laravel.

Pola dan optimasi Eloquent ORM untuk Laravel

Eloquent ORM mengubah interaksi dengan basis data menjadi operasi yang fluid dan ekspresif. Selain sintaks yang elegan, penguasaan pola lanjutan dan teknik optimasi menentukan performa aplikasi Laravel di produksi.

Performa di atas segalanya

Masalah N+1 adalah penyebab utama kelambatan pada aplikasi Eloquent. Setiap relasi yang tidak dioptimalkan menghasilkan satu query SQL tambahan per record.

Mengatasi masalah N+1 dengan eager loading

Masalah N+1 muncul ketika setiap iterasi pada koleksi memicu query tambahan untuk memuat relasi. Dengan 100 artikel beserta penulisnya, ini berarti 101 query alih-alih satu query yang dioptimalkan.

Eager loading mengambil semua relasi dalam maksimal satu atau dua query, sehingga sangat mengurangi waktu respons.

app/Http/Controllers/ArticleController.phpphp
// Demonstration of N+1 problem and its solution

namespace App\Http\Controllers;

use App\Models\Article;
use Illuminate\Http\Request;

class ArticleController extends Controller
{
    // āŒ N+1 problem: 1 articles query + N author queries
    public function indexWithProblem()
    {
        $articles = Article::all(); // 1 query

        foreach ($articles as $article) {
            echo $article->author->name; // N additional queries
        }
    }

    // āœ… Eager loading: 2 queries maximum
    public function indexOptimized()
    {
        $articles = Article::with('author')->get(); // 2 queries total

        foreach ($articles as $article) {
            echo $article->author->name; // No additional queries
        }
    }

    // āœ… Nested eager loading for multiple relationships
    public function indexWithNestedRelations()
    {
        // Loads articles → authors → profiles + articles → comments → users
        $articles = Article::with([
            'author.profile',
            'comments.user'
        ])->get();

        return view('articles.index', compact('articles'));
    }
}

Eager loading dengan with() mengantisipasi kebutuhan dan memuat data terlebih dahulu. Perbedaan performanya menjadi luar biasa pada koleksi besar.

Eager loading bersyarat dan terbatas

Relasi yang besar terkadang membutuhkan pemuatan parsial. Pembatasan pada eager loading membatasi data yang diambil sambil tetap menghindari N+1.

app/Http/Controllers/UserController.phpphp
// Eager loading with constraints to optimize queries

namespace App\Http\Controllers;

use App\Models\User;
use Illuminate\Database\Eloquent\Builder;

class UserController extends Controller
{
    public function showWithRecentOrders(int $id)
    {
        // Load only the 5 most recent paid orders
        $user = User::with(['orders' => function (Builder $query) {
            $query->where('status', 'paid')
                  ->orderByDesc('created_at')
                  ->limit(5);
        }])->findOrFail($id);

        return view('users.show', compact('user'));
    }

    public function indexActiveWithStats()
    {
        // Conditional eager loading with withCount
        $users = User::query()
            ->where('active', true)
            ->with(['profile', 'subscription'])
            ->withCount(['orders', 'reviews']) // Adds orders_count and reviews_count
            ->withSum('orders', 'total')       // Adds orders_sum_total
            ->get();

        return view('users.index', compact('users'));
    }

    public function showWithConditionalRelation(int $id)
    {
        // Load relationship only if user is premium
        $user = User::findOrFail($id);

        $user->loadMissing(
            $user->isPremium() ? ['premiumFeatures', 'analytics'] : []
        );

        return view('users.show', compact('user'));
    }
}

Metode withCount() dan withSum() menambahkan agregasi tanpa memuat seluruh koleksi, sangat cocok untuk statistik dashboard.

Query scope untuk query yang dapat digunakan ulang

Query scope mengenkapsulasi logika filter di dalam model. Scope lokal menawarkan fleksibilitas, sedangkan scope global diterapkan secara otomatis pada semua query.

Konvensi penamaan

Scope lokal menggunakan awalan scope di model namun dipanggil tanpa awalan tersebut: scopeActive() menjadi User::active().

app/Models/Article.phpphp
// Local and global scopes to encapsulate business logic

namespace App\Models;

use Illuminate\Database\Eloquent\Builder;
use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Attributes\ScopedBy;

#[ScopedBy([PublishedScope::class])] // Global scope via PHP 8 attribute
class Article extends Model
{
    // Simple local scope: Article::published()
    public function scopePublished(Builder $query): Builder
    {
        return $query->whereNotNull('published_at')
                     ->where('published_at', '<=', now());
    }

    // Local scope with parameter: Article::byCategory('tech')
    public function scopeByCategory(Builder $query, string $category): Builder
    {
        return $query->where('category', $category);
    }

    // Local scope with optional parameter
    public function scopePopular(Builder $query, int $minViews = 1000): Builder
    {
        return $query->where('views_count', '>=', $minViews)
                     ->orderByDesc('views_count');
    }

    // Dynamic scope for flexible search
    public function scopeSearch(Builder $query, ?string $term): Builder
    {
        if (empty($term)) {
            return $query;
        }

        return $query->where(function (Builder $q) use ($term) {
            $q->where('title', 'like', "%{$term}%")
              ->orWhere('content', 'like', "%{$term}%")
              ->orWhereHas('tags', fn($t) => $t->where('name', 'like', "%{$term}%"));
        });
    }
}
app/Models/Scopes/PublishedScope.phpphp
// Reusable global scope across models

namespace App\Models\Scopes;

use Illuminate\Database\Eloquent\Builder;
use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Scope;

class PublishedScope implements Scope
{
    public function apply(Builder $builder, Model $model): void
    {
        // Automatically applied to all Article queries
        $builder->whereNotNull('published_at')
                ->where('published_at', '<=', now());
    }
}
php
// Using scopes in a controller
$articles = Article::query()
    ->byCategory('technology')
    ->popular(500)
    ->search($request->input('q'))
    ->with('author')
    ->paginate(20);

// Disable a global scope temporarily
$allArticles = Article::withoutGlobalScope(PublishedScope::class)->get();

Rangkaian scope menghasilkan query yang mudah dibaca dan dipelihara dengan memusatkan logika bisnis di dalam model.

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Accessor dan mutator dengan Attribute

Laravel 9+ memperkenalkan sintaks terpadu untuk accessor dan mutator melalui kelas Attribute. Pendekatan modern ini menggantikan metode get*Attribute dan set*Attribute.

app/Models/User.phpphp
// Modern accessors and mutators with the Attribute class

namespace App\Models;

use Illuminate\Database\Eloquent\Casts\Attribute;
use Illuminate\Database\Eloquent\Model;
use Illuminate\Support\Facades\Hash;
use Illuminate\Support\Str;

class User extends Model
{
    protected $fillable = ['first_name', 'last_name', 'email', 'password'];

    // Accessor: generates a virtual attribute from other fields
    protected function fullName(): Attribute
    {
        return Attribute::make(
            get: fn () => "{$this->first_name} {$this->last_name}",
        );
    }

    // Mutator: transforms value before saving
    protected function password(): Attribute
    {
        return Attribute::make(
            set: fn (string $value) => Hash::make($value),
        );
    }

    // Combined accessor + mutator
    protected function email(): Attribute
    {
        return Attribute::make(
            get: fn (string $value) => Str::lower($value),
            set: fn (string $value) => Str::lower(trim($value)),
        );
    }

    // Cached accessor to avoid recalculations
    protected function initials(): Attribute
    {
        return Attribute::make(
            get: fn () => Str::upper(
                Str::substr($this->first_name, 0, 1) .
                Str::substr($this->last_name, 0, 1)
            ),
        )->shouldCache(); // Caches result during request
    }

    // Computed attribute based on a relationship
    protected function ordersTotal(): Attribute
    {
        return Attribute::make(
            get: fn () => $this->orders->sum('total'),
        );
    }
}
php
// Transparent usage of accessors and mutators
$user = new User();
$user->first_name = 'John';
$user->last_name = 'Doe';
$user->email = '  JOHN@EXAMPLE.COM  '; // Automatically normalized
$user->password = 'secret123';          // Automatically hashed
$user->save();

echo $user->full_name;  // "John Doe"
echo $user->initials;   // "JD"
echo $user->email;      // "john@example.com"

Metode shouldCache() mengoptimalkan accessor yang mahal dengan menghindari beberapa kali penghitungan ulang pada model yang sama.

Cast khusus untuk tipe kompleks

Cast secara otomatis mengubah nilai antara PHP dan basis data. Cast khusus mengenkapsulasi logika serialisasi untuk tipe bisnis.

app/Casts/MoneyCast.phpphp
// Custom cast for handling monetary amounts

namespace App\Casts;

use App\ValueObjects\Money;
use Illuminate\Contracts\Database\Eloquent\CastsAttributes;
use Illuminate\Database\Eloquent\Model;
use InvalidArgumentException;

class MoneyCast implements CastsAttributes
{
    public function __construct(
        protected string $currency = 'USD'
    ) {}

    // DB → PHP conversion: cents to Money object
    public function get(Model $model, string $key, mixed $value, array $attributes): ?Money
    {
        if ($value === null) {
            return null;
        }

        return new Money(
            amount: (int) $value,
            currency: $this->currency
        );
    }

    // PHP → DB conversion: Money object to cents
    public function set(Model $model, string $key, mixed $value, array $attributes): ?int
    {
        if ($value === null) {
            return null;
        }

        if ($value instanceof Money) {
            return $value->getAmountInCents();
        }

        if (is_numeric($value)) {
            return (int) ($value * 100);
        }

        throw new InvalidArgumentException('Value must be Money instance or numeric');
    }
}
app/ValueObjects/Money.phpphp
// Immutable Value Object representing amounts

namespace App\ValueObjects;

use JsonSerializable;

final readonly class Money implements JsonSerializable
{
    public function __construct(
        private int $amount,     // Stored in cents
        private string $currency
    ) {}

    public function getAmountInCents(): int
    {
        return $this->amount;
    }

    public function getAmountInUnits(): float
    {
        return $this->amount / 100;
    }

    public function format(): string
    {
        return number_format($this->getAmountInUnits(), 2) . ' ' . $this->currency;
    }

    public function add(Money $other): self
    {
        return new self($this->amount + $other->amount, $this->currency);
    }

    public function jsonSerialize(): array
    {
        return [
            'amount' => $this->getAmountInUnits(),
            'currency' => $this->currency,
        ];
    }
}
app/Models/Order.phpphp
// Using the custom cast

namespace App\Models;

use App\Casts\MoneyCast;
use Illuminate\Database\Eloquent\Model;

class Order extends Model
{
    protected function casts(): array
    {
        return [
            'total' => MoneyCast::class,           // USD by default
            'shipping_cost' => MoneyCast::class . ':USD',
            'tax_amount' => MoneyCast::class . ':USD',
            'paid_at' => 'datetime',
            'metadata' => 'array',
        ];
    }
}
php
// Natural usage with the cast
$order = Order::find(1);
echo $order->total->format();              // "149.99 USD"
echo $order->total->getAmountInCents();    // 14999

$order->total = 199.99;  // Automatically converted
$order->save();          // Stored as 19999 in DB

Value Object yang dipadukan dengan cast khusus menjamin integritas data bisnis sambil tetap mempertahankan API yang elegan.

Mengoptimalkan query skala besar

Operasi pada jutaan record memerlukan teknik khusus untuk menghindari kehabisan memori. Chunking dan kursor memproses data dalam batch.

Hati-hati pada memori

Model::all() memuat semua record ke dalam memori. Pada tabel berisi 100.000 baris, hal ini bisa menghabiskan beberapa gigabyte RAM dan membuat aplikasi crash.

app/Console/Commands/ProcessUsersCommand.phpphp
// Batch processing techniques for large tables

namespace App\Console\Commands;

use App\Models\User;
use Illuminate\Console\Command;
use Illuminate\Support\Facades\DB;

class ProcessUsersCommand extends Command
{
    protected $signature = 'users:process';

    public function handle(): int
    {
        // āœ… Chunk: processes in batches of 1000, reloads from DB
        User::query()
            ->where('needs_processing', true)
            ->chunk(1000, function ($users) {
                foreach ($users as $user) {
                    $user->processAccount();
                }
            });

        // āœ… Chunk with updates: avoids infinite loop during modifications
        User::query()
            ->where('status', 'pending')
            ->chunkById(1000, function ($users) {
                foreach ($users as $user) {
                    $user->update(['status' => 'processed']);
                }
            });

        // āœ… Lazy collection: single record in memory at a time
        foreach (User::lazy(1000) as $user) {
            $user->sendNewsletter();
        }

        // āœ… Cursor: for read-only operations, minimal memory
        foreach (User::cursor() as $user) {
            $this->info("Processing: {$user->email}");
        }

        // āœ… Mass update without Eloquent: maximum performance
        User::query()
            ->where('last_login_at', '<', now()->subYear())
            ->update(['status' => 'inactive']);

        // āœ… Optimized mass deletion
        User::query()
            ->where('deleted_at', '<', now()->subMonths(6))
            ->forceDelete();

        return self::SUCCESS;
    }
}

Pilihan antara chunk(), lazy(), dan cursor() bergantung pada kasus penggunaan: chunk() untuk modifikasi, lazy() untuk operasi perantara, dan cursor() untuk pembacaan sederhana dengan memori minimal.

Relasi polimorfik tingkat lanjut

Relasi polimorfik memungkinkan sebuah model untuk dimiliki oleh beberapa tipe model berbeda melalui satu relasi tunggal. Fleksibilitas ini sangat cocok untuk komentar, tag, atau berkas lampiran.

app/Models/Comment.phpphp
// Model with inverse polymorphic relationship

namespace App\Models;

use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Relations\MorphTo;

class Comment extends Model
{
    protected $fillable = ['body', 'user_id'];

    // A comment can belong to Article, Video, or any other model
    public function commentable(): MorphTo
    {
        return $this->morphTo();
    }

    public function user()
    {
        return $this->belongsTo(User::class);
    }
}
app/Models/Article.phpphp
// Parent model with polymorphic relationship

namespace App\Models;

use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Relations\MorphMany;

class Article extends Model
{
    public function comments(): MorphMany
    {
        return $this->morphMany(Comment::class, 'commentable');
    }
}
app/Models/Video.phpphp
// Another parent model using the same relationship

namespace App\Models;

use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Relations\MorphMany;

class Video extends Model
{
    public function comments(): MorphMany
    {
        return $this->morphMany(Comment::class, 'commentable');
    }
}
php
// Migration for polymorphic comments table
// database/migrations/2026_01_15_create_comments_table.php

use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;

return new class extends Migration
{
    public function up(): void
    {
        Schema::create('comments', function (Blueprint $table) {
            $table->id();
            $table->text('body');
            $table->foreignId('user_id')->constrained();
            $table->morphs('commentable'); // Creates commentable_type and commentable_id
            $table->timestamps();

            // Composite index for polymorphic queries
            $table->index(['commentable_type', 'commentable_id']);
        });
    }
};
php
// Using polymorphic relationships
$article = Article::find(1);
$article->comments()->create([
    'body' => 'Excellent article!',
    'user_id' => auth()->id(),
]);

$video = Video::find(1);
$video->comments()->create([
    'body' => 'Very instructive video',
    'user_id' => auth()->id(),
]);

// Retrieve parent from comment
$comment = Comment::with('commentable')->find(1);
echo get_class($comment->commentable); // App\Models\Article or App\Models\Video

Relasi polimorfik menghindari duplikasi tabel dan memusatkan logika untuk fitur lintas model.

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Trait dan observer untuk logika yang dapat digunakan ulang

Trait mengenkapsulasi perilaku yang dapat digunakan ulang antar model. Observer memusatkan hook pada peristiwa siklus hidup.

app/Models/Concerns/HasSlug.phpphp
// Trait for automatic slug generation

namespace App\Models\Concerns;

use Illuminate\Database\Eloquent\Model;
use Illuminate\Support\Str;

trait HasSlug
{
    public static function bootHasSlug(): void
    {
        static::creating(function (Model $model) {
            if (empty($model->slug)) {
                $model->slug = $model->generateUniqueSlug();
            }
        });
    }

    protected function generateUniqueSlug(): string
    {
        $slug = Str::slug($this->getSlugSource());
        $originalSlug = $slug;
        $counter = 1;

        // Check uniqueness and add suffix if needed
        while (static::where('slug', $slug)->exists()) {
            $slug = "{$originalSlug}-{$counter}";
            $counter++;
        }

        return $slug;
    }

    // Can be overridden in the model
    protected function getSlugSource(): string
    {
        return $this->title ?? $this->name;
    }
}
app/Models/Concerns/HasUuid.phpphp
// Trait for using UUIDs as primary key

namespace App\Models\Concerns;

use Illuminate\Database\Eloquent\Model;
use Illuminate\Support\Str;

trait HasUuid
{
    public static function bootHasUuid(): void
    {
        static::creating(function (Model $model) {
            if (empty($model->{$model->getKeyName()})) {
                $model->{$model->getKeyName()} = (string) Str::uuid();
            }
        });
    }

    public function getIncrementing(): bool
    {
        return false;
    }

    public function getKeyType(): string
    {
        return 'string';
    }
}
app/Observers/ArticleObserver.phpphp
// Observer to centralize hooks on Article model

namespace App\Observers;

use App\Models\Article;
use App\Jobs\NotifySubscribersJob;
use App\Services\SearchIndexService;
use Illuminate\Support\Facades\Cache;

class ArticleObserver
{
    public function __construct(
        private SearchIndexService $searchIndex
    ) {}

    public function created(Article $article): void
    {
        // Invalidate recent articles cache
        Cache::tags(['articles', 'recent'])->flush();

        // Index for search
        $this->searchIndex->index($article);
    }

    public function updated(Article $article): void
    {
        // Update search index
        $this->searchIndex->update($article);

        // Notify subscribers if article was just published
        if ($article->wasChanged('published_at') && $article->published_at !== null) {
            NotifySubscribersJob::dispatch($article);
        }

        Cache::tags(['articles'])->flush();
    }

    public function deleted(Article $article): void
    {
        $this->searchIndex->remove($article);
        Cache::tags(['articles'])->flush();
    }

    // Prevent deletion if article has comments
    public function deleting(Article $article): bool
    {
        if ($article->comments()->exists()) {
            return false; // Cancel deletion
        }
        return true;
    }
}
app/Models/Article.phpphp
// Model using traits and observer

namespace App\Models;

use App\Models\Concerns\HasSlug;
use App\Models\Concerns\HasUuid;
use App\Observers\ArticleObserver;
use Illuminate\Database\Eloquent\Attributes\ObservedBy;
use Illuminate\Database\Eloquent\Model;

#[ObservedBy(ArticleObserver::class)]
class Article extends Model
{
    use HasSlug, HasUuid;

    protected $fillable = ['title', 'content', 'published_at'];
}

Metode boot* dari trait dijalankan secara otomatis selama inisialisasi model, sehingga integrasi terjadi secara transparan.

Kesimpulan

Penguasaan Eloquent ORM bertumpu pada pemahaman mekanisme yang mendasari serta penerapan pola yang sesuai. Teknik-teknik yang disajikan mengubah query naif menjadi kode yang berkinerja tinggi dan mudah dipelihara.

Daftar periksa optimasi Eloquent:

āœ… Gunakan with() secara sistematis untuk relasi yang ditampilkan āœ… Terapkan withCount() daripada memuat koleksi hanya untuk dihitung āœ… Enkapsulasi logika filter dalam query scope āœ… Lebih utamakan accessor daripada perhitungan berulang di view āœ… Implementasikan cast khusus untuk Value Object bisnis āœ… Gunakan chunk() atau lazy() untuk operasi pada tabel besar āœ… Pusatkan efek samping pada observer āœ… Pisahkan perilaku umum ke dalam trait

Alat php artisan telescope atau laravel-debugbar memungkinkan visualisasi query SQL yang dihasilkan dan mengidentifikasi optimasi yang masih hilang.

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Tag

#laravel
#eloquent
#php
#orm
#database

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