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FluentCart Query Builder ​

Introduction ​

FluentCart uses an Eloquent-based ORM system compatible with Laravel's Eloquent ORM. You can interact with database tables through Model classes or using direct query builder methods.

TIP

FluentCart's ORM is compatible with Laravel Framework's Eloquent ORM. If you are familiar with Laravel's Eloquent, you will feel right at home using FluentCart's database system.

Every query-builder example on this page uses App::db(), so each needs:

php
use FluentCart\App\App;

Table names in raw SQL are not prefixed

App::db()->table('fct_orders') resolves the WordPress table prefix for you, but raw fragments passed to raw(), selectRaw(), whereRaw() or havingRaw() are sent to MySQL untouched. A raw fragment naming a table must interpolate the prefix itself:

php
global $wpdb;
->whereRaw("{$wpdb->prefix}fct_order_items.order_id = {$wpdb->prefix}fct_orders.id")

Writing fct_orders in raw SQL fails with Unknown column 'fct_orders.id'.

Timestamps

Use DateTime::gmtNow() from FluentCart\App\Services\DateTime\DateTime, which returns UTC — all FluentCart timestamps are stored in GMT.

php
use FluentCart\App\Services\DateTime\DateTime;

DateTime::gmtNow()->format('Y-m-d H:i:s');            // now
DateTime::gmtNow()->modify('-1 day')->format('Y-m-d H:i:s');   // 24 hours ago

Example Using Models ​

Here is an example using FluentCart models:

php
use FluentCart\App\Models\Order;

// Using the Order model
$orders = Order::where('payment_status', 'paid')
            ->whereBetween('created_at', ['2024-01-01 00:00:00', '2024-12-30 23:59:59'])
            ->when($customerId, function ($query) use ($customerId) {
                return $query->where('customer_id', $customerId);
            })
            ->orderBy('created_at', 'ASC')
            ->get();

Example Using Query Builder ​

You can also use the query builder directly:

php
use FluentCart\App\Models\Order;

$query = Order::query()
            ->select(['total_amount', 'status', 'payment_method'])
            ->where('payment_status', 'paid')
            ->whereBetween('created_at', ['2024-01-01 00:00:00', '2024-12-30 23:59:59'])
            ->when($customerId, function ($query) use ($customerId) {
                return $query->where('customer_id', $customerId);
            })
            ->orderBy('created_at', 'ASC');

Retrieving Results ​

Retrieving All Rows From A Table ​

You can use the model's query builder to retrieve all rows from a table. The query builder provides a fluent interface for building database queries:

php
<?php

use FluentCart\App\Models\Order;

class OrderController extends Controller
{
    /**
     * Show a list of all the application's orders.
     *
     * @return Response
     */
    public function index()
    {
        $orders = Order::all();
        // or using query builder
        $orders = Order::query()->get();

        return [
            'orders' => $orders
        ];   
    }
}

The get method returns a collection containing the results where each result is an instance of the Model object. You may access each column's value by accessing the column as a property of the object:

php
foreach ($orders as $order) {
    echo $order->total_amount;
}

Retrieving A Single Row / Column From A Table ​

If you just need to retrieve a single row from the database table, you may use the first method. This method will return a single Model object:

php
use FluentCart\App\Models\Order;

$order = Order::where('status', 'completed')->first();

echo $order->total_amount;

If you don't even need an entire row, you may extract a single value from a record using the value method. This method will return the value of the column directly:

php
use FluentCart\App\Models\Order;

$totalAmount = Order::where('status', 'completed')->value('total_amount');

Retrieving A List Of Column Values ​

If you would like to retrieve an array containing the values of a single column, you may use the pluck method. In this example, we'll retrieve an array of order IDs:

php
$orderIds = App::db()->table('fct_orders')->pluck('id');

foreach ($orderIds as $orderId) {
    echo $orderId;
}

You may also specify a custom key column for the returned Collection:

php
$orderIds = App::db()->table('fct_orders')->pluck('id', 'customer_id');

foreach ($orderIds as $customerId => $orderId) {
    echo $orderId;
}

Chunking Results ​

If you need to work with thousands of database records, consider using the chunk method. This method retrieves a small chunk of the results at a time and feeds each chunk into a Closure for processing. This method is very useful for process thousands of records. For example, let's work with the entire fct_orders table in chunks of 100 records at a time:

php
App::db()->table('fct_orders')->orderBy('id')->chunk(100, function ($orders) {
    foreach ($orders as $order) {
        //
    }
});

You may stop further chunks from being processed by returning false from the Closure:

php
App::db()->table('fct_orders')->orderBy('id')->chunk(100, function ($orders) {
    // Process the records...
    
    return false;
});

Aggregates ​

The query builder also provides a variety of aggregate methods such as count, max, min, avg, and sum. You may call any of these methods after constructing your query:

php
$orders = App::db()->table('fct_orders')->count();

$maxAmount = App::db()->table('fct_orders')->max('total_amount');

Of course, you may combine these methods with other clauses:

php
$avgAmount = App::db()->table('fct_orders')
                ->where('payment_status', 'paid')
                ->avg('total_amount');

Determining If Records Exist ​

Instead of using the count method to determine if any records exist that match your query's constraints, you may use the exists:

php
return App::db()->table('fct_orders')->where('payment_status', 'paid')->exists();

Selects ​

Specifying A Select Clause ​

Of course, you may not always want to select all columns from a database table. Using the select method, you can specify a custom select clause for the query:

php
$orders = App::db()->table('fct_orders')->select('status', 'total_amount as order_total')->get();

The distinct method allows you to force the query to return distinct results:

php
$orders = App::db()->table('fct_orders')->distinct()->get();

If you already have a query builder instance and wish to add a column to its existing select clause, you may use the addSelect method:

php
$query = App::db()->table('fct_orders')->select('status');

$orders = $query->addSelect('total_amount')->get();

Raw Expressions ​

Sometimes you may need to use a raw expression in a query. To create a raw expression, you may use the raw method:

php
$orders = App::db()->table('fct_orders')
                     ->select(App::db()->raw('count(*) as order_count, status'))
                     ->where('status', '<>', 'draft')
                     ->groupBy('status')
                     ->get();

Raw Methods ​

Instead of using App::db()->raw, you may also use the following methods to insert a raw expression into various parts of your query.

selectRaw ​

The selectRaw method can be used in place of select(App::db()->raw(...)). This method accepts an optional array of bindings as its second argument:

php
$orders = App::db()->table('fct_orders')
                ->selectRaw('total_amount * ? as price_with_tax', [1.0825])
                ->get();

whereRaw / orWhereRaw ​

The whereRaw and orWhereRaw methods can be used to inject a raw where clause into your query. These methods accept an optional array of bindings as their second argument:

php
$orders = App::db()->table('fct_orders')
                ->whereRaw('total_amount > (subtotal * 1.1)')
                ->get();

havingRaw / orHavingRaw ​

The havingRaw and orHavingRaw methods may be used to set a raw string as the value of the having clause. These methods accept an optional array of bindings as their second argument:

php
$orders = App::db()->table('fct_orders')
                ->select('customer_id', App::db()->raw('SUM(total_amount) as total'))
                ->groupBy('customer_id')
                ->havingRaw('SUM(total_amount) > ?', [1000])
                ->get();

orderByRaw ​

The orderByRaw method may be used to set a raw string as the value of the order by clause:

php
$orders = App::db()->table('fct_orders')
                ->orderByRaw('FIELD(status, "pending", "processing", "completed")')
                ->get();

Joins ​

Inner Join Statement ​

The query builder may also be used to write join statements. To perform a basic "inner join", you may use the join method on a query builder instance. The first argument passed to the join method is the name of the table you need to join to, while the remaining arguments specify the column constraints for the join. Of course, as you can see, you can join to multiple tables in a single query:

php
$orders = App::db()->table('fct_orders')
            ->join('fct_customers', 'fct_orders.customer_id', '=', 'fct_customers.id')
            ->join('fct_order_items', 'fct_orders.id', '=', 'fct_order_items.order_id')
            ->select('fct_orders.*', 'fct_customers.email', 'fct_customers.first_name')
            ->get();

Left Join / Right Join Statement ​

If you would like to perform a "left join" instead of an "inner join", use the leftJoin method. The leftJoin method has the same signature as the join method:

php
$orders = App::db()->table('fct_orders')
            ->leftJoin('fct_customers', 'fct_orders.customer_id', '=', 'fct_customers.id')
            ->get();

Similarly, you may use the rightJoin method to perform a "right join":

php
$orders = App::db()->table('fct_orders')
            ->rightJoin('fct_customers', 'fct_orders.customer_id', '=', 'fct_customers.id')
            ->get();

Cross Join Statement ​

To perform a "cross join" use the crossJoin method with the name of the table you wish to cross join to. Cross joins generate a cartesian product between the first table and the joined table:

php
$products = App::db()->table('fct_product_details')
            ->crossJoin('fct_product_variations')
            ->get();

Advanced Join Clauses ​

You may also specify more advanced join clauses. To get started, pass a Closure as the second argument into the join method. The Closure will receive a JoinClause object which allows you to specify constraints on the join clause:

php
App::db()->table('fct_orders')
        ->join('fct_customers', function ($join) {
            $join->on('fct_orders.customer_id', '=', 'fct_customers.id')
                 ->where('fct_customers.status', '=', 'active');
        })
        ->get();

Subquery Joins ​

You may use the joinSub, leftJoinSub, and rightJoinSub methods to join a query to a subquery. Each of these methods receive three arguments: the subquery, its table alias, and a Closure that defines the related columns:

php
$latestOrders = App::db()->table('fct_orders')
        ->select('customer_id', App::db()->raw('MAX(created_at) as last_order_date'))
        ->groupBy('customer_id');

$customers = App::db()->table('fct_customers')
        ->joinSub($latestOrders, 'latest_orders', function ($join) {
            $join->on('fct_customers.id', '=', 'latest_orders.customer_id');
        })->get();

Unions ​

The query builder also provides a quick way to "union" two or more queries together. For example, you may create an initial query and use the union method to union it with a second query:

php
$first = App::db()->table('fct_orders')
            ->whereNull('completed_at');

$orders = App::db()->table('fct_orders')
            ->whereNull('cancelled_at')
            ->union($first)
            ->get();

The unionAll method may also be used and has the same method signature as union. The difference between union and unionAll is that unionAll will not remove duplicate entries from your resultset.

Where Clauses ​

Simple Where Clauses ​

You may use the where method on a query builder instance to add where clauses to the query. The most basic call to where requires three arguments. The first argument is the name of the column. The second argument is an operator, which can be any of the database's supported operators. Finally, the third argument is the value to evaluate against the column.

For example, here is a query that verifies the value of a "status" column equals "completed":

php
$orders = App::db()->table('fct_orders')->where('status', '=', 'completed')->get();

For convenience, if you want to verify that a column is equal to a given value, you may pass the value directly as the second argument to the where method:

php
$orders = App::db()->table('fct_orders')->where('status', 'completed')->get();

Of course, you may use a variety of other operators when writing a where clause:

php
$orders = App::db()->table('fct_orders')->where('total_amount', '>', 1000)->get();

$orders = App::db()->table('fct_orders')->where('total_amount', '>=', 1000)->get();

$orders = App::db()->table('fct_orders')->where('total_amount', '<', 1000)->get();

$orders = App::db()->table('fct_orders')->where('total_amount', '<=', 1000)->get();

$orders = App::db()->table('fct_orders')->where('status', '!=', 'draft')->get();

$orders = App::db()->table('fct_orders')->where('status', '<>', 'draft')->get();

Or Statements ​

You may chain where constraints together as well as add or clauses to the query. The orWhere method accepts the same arguments as the where method:

php
$orders = App::db()->table('fct_orders')
                    ->where('status', 'completed')
                    ->orWhere('payment_status', 'paid')
                    ->get();

Additional Where Clauses ​

whereBetween / orWhereBetween ​

The whereBetween method verifies that a column's value is between two values:

php
$orders = App::db()->table('fct_orders')
                    ->whereBetween('total_amount', [100, 500])
                    ->get();

The orWhereBetween method verifies that a column's value is outside of two values:

php
$orders = App::db()->table('fct_orders')
                    ->whereNotBetween('total_amount', [100, 500])
                    ->get();

whereIn / whereNotIn / orWhereIn / orWhereNotIn ​

The whereIn method verifies that a given column's value is contained within the given array:

php
$orders = App::db()->table('fct_orders')
                    ->whereIn('status', ['pending', 'processing', 'completed'])
                    ->get();

The whereNotIn method verifies that the given column's value is not contained in the given array:

php
$orders = App::db()->table('fct_orders')
                    ->whereNotIn('status', ['canceled', 'expired'])
                    ->get();

whereNull / whereNotNull / orWhereNull / orWhereNotNull ​

The whereNull method verifies that the value of the given column is NULL:

php
$orders = App::db()->table('fct_orders')
                    ->whereNull('completed_at')
                    ->get();

The whereNotNull method verifies that the column's value is not NULL:

php
$orders = App::db()->table('fct_orders')
                    ->whereNotNull('completed_at')
                    ->get();

whereDate / whereYear ​

The whereDate method may be used to compare a column's value against a date:

php
$orders = App::db()->table('fct_orders')
                ->whereDate('created_at', '2024-12-31')
                ->get();

The whereYear method may be used to compare a column's value against a specific year:

php
$orders = App::db()->table('fct_orders')
                ->whereYear('created_at', '2024')
                ->get();

Parameter Grouping ​

Sometimes you may need to create more advanced where clauses such as "where exists" or nested parameter groupings. The FluentCart query builder can handle these as well. To get started, let's look at an example of grouping constraints within parenthesis:

php
App::db()->table('fct_orders')
            ->where('status', '=', 'completed')
            ->where(function ($query) {
                $query->where('total_amount', '>', 1000)
                      ->orWhere('payment_method', '=', 'stripe');
            })
            ->get();

As you can see, passing a Closure into the where method instructs the query builder to begin a constraint group. The Closure will receive a query builder instance which you can use to set the constraints that should be contained within the parenthesis group. The example above will produce the following SQL:

sql
select * from fct_orders where status = 'completed' and (total_amount > 1000 or payment_method = 'stripe')

Where Exists Clauses ​

The whereExists method allows you to write where exists SQL clauses. The whereExists method accepts a Closure argument, which will receive a query builder instance allowing you to define the query that should be placed inside the "exists" clause:

php
global $wpdb;

App::db()->table('fct_orders')
            ->whereExists(function ($query) use ($wpdb) {
                $query->select(App::db()->raw(1))
                      ->from('fct_order_items')
                      ->whereRaw("{$wpdb->prefix}fct_order_items.order_id = {$wpdb->prefix}fct_orders.id");
            })
            ->get();

The query above will produce the following SQL:

sql
select * from fct_orders
where exists (
    select 1 from fct_order_items where fct_order_items.order_id = fct_orders.id
)

Ordering, Grouping, Limit, & Offset ​

orderBy ​

The orderBy method allows you to sort the result of the query by a given column. The first argument to the orderBy method should be the column you wish to sort by, while the second argument controls the direction of the sort and may be either asc or desc:

php
$orders = App::db()->table('fct_orders')
                 ->orderBy('created_at', 'DESC')
                ->get();

latest / oldest ​

The latest and oldest methods allow you to easily order results by date. By default, result will be ordered by the created_at column. Or, you may pass the column name that you wish to sort by:

php
$orders = App::db()->table('fct_orders')
                 ->latest()
                ->get();

groupBy / having ​

The groupBy and having methods may be used to group the query results. The having method's signature is similar to that of the where method:

php
$orders = App::db()->table('fct_orders')
                ->groupBy('customer_id')
                ->having('customer_id', '>', 100)
                ->get();

You may pass multiple arguments to the groupBy method to group by multiple columns:

php
$orders = App::db()->table('fct_orders')
                ->groupBy('customer_id', 'status')
                ->having('customer_id', '>', 100)
                ->get();

skip / take ​

To limit the number of results returned from the query, or to skip a given number of results in the query, you may use the skip and take methods:

php
$orders = App::db()->table('fct_orders')
                ->skip(10)
                ->take(5)
                ->get();

Alternatively, you may use the limit and offset methods:

php
$orders = App::db()->table('fct_orders')
                ->limit(10)
                ->offset(5)
                ->get();

Conditional Clauses ​

Sometimes you may want clauses to apply to a query only when something else is true. For instance, you may only want to apply a where statement if a given input value is present on the incoming request. You may accomplish this using when method:

php
$customerId = $request->get('customer_id');

$orders = App::db()->table('fct_orders')
                ->when($customerId, function ($query, $customerId) {
                    return $query->where('customer_id', $customerId);
                })
                ->get();

The when method only executes the given Closure when the first parameter is true. If the first parameter is false, the Closure will not be executed.

You may pass another Closure as the third parameter to the when method. This Closure will execute if the first parameter evaluates as false. To illustrate how this feature may be used, we will use it to configure the default sorting of a query:

php
$sortBy = null;

$orders = App::db()->table('fct_orders')
                ->when($sortBy, function ($query, $sortBy) {
                    return $query->orderBy($sortBy);
                }, function ($query) {
                    return $query->orderBy('created_at');
                })
                ->get();

Inserts ​

The query builder also provides an insert method for inserting records into the database table. The insert method accepts an array of column names and values:

php
App::db()->table('fct_orders')->insert(
    ['customer_id' => 1, 'status' => 'pending', 'total_amount' => 1000]
);

You may even insert several records into the table with a single call to insert by passing an array of arrays. Each array represents a row to be inserted into the table:

php
App::db()->table('fct_orders')->insert([
    ['customer_id' => 1, 'status' => 'pending', 'total_amount' => 1000],
    ['customer_id' => 2, 'status' => 'processing', 'total_amount' => 2000]
]);

Auto-Incrementing IDs ​

If the table has an auto-incrementing id, use the insertGetId method to insert a record and then retrieve the ID:

php
App::db()->table('fct_orders')->insertGetId(
    ['customer_id' => 1, 'status' => 'pending', 'total_amount' => 1000]
);

Updates ​

Of course, in addition to inserting records into the database, the query builder can also update existing records using the update method. The update method, like the insert method, accepts an array of column and value pairs containing the columns to be updated. You may constrain the update query using where clauses:

php
App::db()->table('fct_orders')
            ->where('id', 1)
            ->update(['status' => 'completed']);

Increment & Decrement ​

The query builder also provides convenient methods for incrementing or decrementing the value of a given column. This is useful for updating stock quantities or order counts.

Both of these methods accept at least one argument: the column to modify. A second argument may optionally be passed to control the amount by which the column should be incremented or decremented:

php
// Decrement product stock when order is placed
App::db()->table('fct_product_variations')->decrement('available', 1);

// Increment the customer's purchase count
App::db()->table('fct_customers')->increment('purchase_count');

You may also specify additional columns to update during the operation:

php
App::db()->table('fct_product_variations')
    ->decrement('available', 1, ['updated_at' => DateTime::gmtNow()->format('Y-m-d H:i:s')]);

Deletes ​

The query builder may also be used to delete records from the table via the delete method. You may constrain delete statements by adding where clauses before calling the delete method:

php
App::db()->table('fct_orders')->delete();

App::db()->table('fct_orders')->where('status', 'draft')->delete();

If you wish to truncate the entire table, which will remove all rows and reset the auto-incrementing ID to zero, you may use the truncate method:

php
App::db()->table('fct_orders')->truncate();

FluentCart-Specific Query Examples ​

Activity Logging Queries ​

php
// Get all activities for a specific order
$orderActivities = App::db()->table('fct_activity')
    ->where('module_type', 'FluentCart\App\Models\Order')
    ->where('module_id', 123)
    ->orderBy('created_at', 'desc')
    ->get();

// Get failed activities in the last 24 hours.
// The logger writes info / success / warning / error.
$failedActivities = App::db()->table('fct_activity')
    ->where('status', 'error')
    ->where('created_at', '>=', DateTime::gmtNow()->modify('-1 day')->format('Y-m-d H:i:s'))
    ->get();

Attribute System Queries ​

php
// Get all products with specific color attribute
$redProducts = App::db()->table('fct_atts_relations')
    ->join('fct_atts_terms', 'fct_atts_relations.term_id', '=', 'fct_atts_terms.id')
    ->join('fct_atts_groups', 'fct_atts_relations.group_id', '=', 'fct_atts_groups.id')
    ->where('fct_atts_groups.slug', 'color')
    ->where('fct_atts_terms.slug', 'red')
    ->pluck('object_id');

// Get all attribute groups with their terms
$attributeGroups = App::db()->table('fct_atts_groups')
    ->leftJoin('fct_atts_terms', 'fct_atts_groups.id', '=', 'fct_atts_terms.group_id')
    ->select('fct_atts_groups.*', 'fct_atts_terms.title as term_title')
    ->get();

Label System Queries ​

php
// Get all orders with 'featured' label
$featuredOrders = App::db()->table('fct_orders')
    ->join('fct_label_relationships', 'fct_orders.id', '=', 'fct_label_relationships.labelable_id')
    ->join('fct_label', 'fct_label_relationships.label_id', '=', 'fct_label.id')
    ->where('fct_label_relationships.labelable_type', 'FluentCart\App\Models\Order')
    ->where('fct_label.value', 'featured')
    ->get();

// Get all labels for a specific order
$orderLabels = App::db()->table('fct_label_relationships')
    ->join('fct_label', 'fct_label_relationships.label_id', '=', 'fct_label.id')
    ->where('fct_label_relationships.labelable_id', 123)
    ->where('fct_label_relationships.labelable_type', 'FluentCart\App\Models\Order')
    ->pluck('fct_label.value');

Scheduled Actions Queries ​

php
// Get all pending scheduled actions that are due
$dueActions = App::db()->table('fct_scheduled_actions')
    ->where('status', 'pending')
    ->where('scheduled_at', '<=', DateTime::gmtNow()->format('Y-m-d H:i:s'))
    ->orderBy('scheduled_at', 'asc')
    ->get();

// Get failed actions that need retry
$failedActions = App::db()->table('fct_scheduled_actions')
    ->where('status', 'failed')
    ->where('retry_count', '<', 3)
    ->get();

Pro Licensing Queries ​

php
// Get all active licenses for a customer
$customerLicenses = App::db()->table('fct_licenses')
    ->where('customer_id', 123)
    ->where('status', 'active')
    ->where('expiration_date', '>', DateTime::gmtNow()->format('Y-m-d H:i:s'))
    ->get();

// Get license activation count
$activationCount = App::db()->table('fct_license_activations')
    ->where('license_id', 456)
    ->where('status', 'active')
    ->count();

// Get all sites for a license, through fct_license_activations, which carries
// both license_id and site_id.
$licenseSites = App::db()->table('fct_license_sites')
    ->join('fct_license_activations', 'fct_license_sites.id', '=', 'fct_license_activations.site_id')
    ->where('fct_license_activations.license_id', 456)
    ->where('fct_license_activations.status', 'active')
    ->select(['fct_license_sites.id', 'fct_license_sites.site_url', 'fct_license_sites.server_version'])
    ->get();

Webhook Logging Queries ​

fct_webhook_logger is not populated

The table is created by the migrator, but no code in FluentCart or FluentCart Pro reads or writes it, so it stays empty and no status value is ever stored. The queries below are kept for reference and will return no rows on a live store.

php
// Get failed webhook deliveries
$failedWebhooks = App::db()->table('fct_webhook_logger')
    ->where('status', 'failed')
    ->where('created_at', '>=', DateTime::gmtNow()->modify('-1 day')->format('Y-m-d H:i:s'))
    ->get();

// Get webhook delivery statistics
$webhookStats = App::db()->table('fct_webhook_logger')
    ->select('status', App::db()->raw('COUNT(*) as count'))
    ->where('created_at', '>=', DateTime::gmtNow()->modify('-1 week')->format('Y-m-d H:i:s'))
    ->groupBy('status')
    ->get();

Complex E-commerce Queries ​

php
// Get customer lifetime value with order count
$customerStats = App::db()->table('fct_customers')
    ->leftJoin('fct_orders', 'fct_customers.id', '=', 'fct_orders.customer_id')
    ->select([
        'fct_customers.id',
        'fct_customers.email',
        'fct_customers.first_name',
        'fct_customers.last_name',
        App::db()->raw("COUNT({$wpdb->prefix}fct_orders.id) as order_count"),
        App::db()->raw("SUM({$wpdb->prefix}fct_orders.total_amount) as total_spent"),
        App::db()->raw("AVG({$wpdb->prefix}fct_orders.total_amount) as avg_order_value")
    ])
    ->where('fct_orders.payment_status', 'paid')
    ->groupBy('fct_customers.id', 'fct_customers.email', 'fct_customers.first_name', 'fct_customers.last_name')
    ->having('order_count', '>', 0)
    ->get();

// Get product sales report with variations.
// total_amount and line_total are BIGINT cents; divide by 100 for display.
$productSales = App::db()->table('fct_order_items')
    ->join('fct_orders', 'fct_order_items.order_id', '=', 'fct_orders.id')
    ->leftJoin('fct_product_variations', 'fct_order_items.post_id', '=', 'fct_product_variations.post_id')
    ->select([
        'fct_order_items.post_id',
        'fct_product_variations.variation_title',
        App::db()->raw("SUM({$wpdb->prefix}fct_order_items.quantity) as total_sold"),
        App::db()->raw("SUM({$wpdb->prefix}fct_order_items.line_total) as total_revenue")
    ])
    ->where('fct_orders.payment_status', 'paid')
    ->groupBy('fct_order_items.post_id', 'fct_product_variations.variation_title')
    ->orderBy('total_revenue', 'desc')
    ->get();

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