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January 14, 2023 23:53
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How to group statistics data monthly using CTE (Common Table Expressions) in Laravel
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<?php | |
use App\Models\Order; | |
use Illuminate\Database\Query\JoinClause; | |
use Illuminate\Support\Facades\DB; | |
use Staudenmeir\LaravelCte\Query\Builder; | |
$ordersData = Order::query() | |
->selectRaw("DATE_FORMAT(created_at, '%m/%Y') AS period, COUNT(*) AS orders_count") | |
->groupByRaw("DATE_FORMAT(created_at, '%m/%Y')"); | |
/* @var Builder $query */ | |
$query = DB::query(); | |
// dates is our CTE | |
$statisticsPerMonth = $query | |
->from('dates') | |
->withRecursiveExpression("dates", static function(Builder $query) { | |
$query->selectRaw("DATE(LAST_DAY(MIN(created_at)))") | |
->from('orders') | |
->unionAll(function (Builder $query) { | |
$query->selectRaw("DATE(LAST_DAY(date)) + INTERVAL 1 MONTH") | |
->from('dates') | |
->whereRaw("DATE(LAST_DAY(date)) <= ( | |
SELECT | |
DATE(MAX(created_at)) | |
FROM | |
`orders` | |
)"); | |
}); | |
}, ['date']) | |
->selectRaw("DATE_FORMAT(dates.date, '%m/%Y') AS 'period', COALESCE(orders_count, 0) AS orders_count") | |
->leftJoinSub($ordersData, 'orders', function (JoinClause $join) { | |
$join->on(DB::raw("DATE_FORMAT(dates.date, '%m/%Y')"),'=','orders.period'); | |
}) | |
->get(); | |
// Example output: | |
// 0 => {#1414 ▼ | |
// +"period": "03/2022" | |
// +"orders_count": 9 | |
// } | |
// 1 => {#1418 ▼ | |
// +"period": "04/2022" | |
// +"orders_count": 0 | |
// } | |
// Generated SQL: | |
$generatedSql = <<<SQL | |
WITH RECURSIVE `dates` ( | |
`date` | |
) AS (( | |
SELECT | |
DATE(LAST_DAY(MIN(created_at))) | |
FROM | |
`orders`) | |
UNION ALL ( | |
SELECT | |
DATE(LAST_DAY(date)) + INTERVAL 1 MONTH | |
FROM | |
`dates` | |
WHERE | |
DATE(LAST_DAY(date)) <= ( | |
SELECT | |
DATE(MAX(created_at)) | |
FROM | |
`orders`)) | |
) | |
SELECT | |
DATE_FORMAT(dates.date, '%m/%Y') AS 'period', | |
COALESCE(orders_count, 0) AS orders_count | |
FROM | |
`dates` | |
LEFT JOIN ( | |
SELECT | |
DATE_FORMAT(created_at, '%m/%Y') AS period, | |
COUNT(*) AS orders_count | |
FROM | |
`orders` | |
GROUP BY | |
DATE_FORMAT(created_at, '%m/%Y')) AS `orders` ON DATE_FORMAT(dates.date, '%m/%Y') = `orders`.`period` | |
SQL | |
// Seeder: | |
use App\Models\Order; | |
use Carbon\Carbon; | |
use Illuminate\Database\Console\Seeds\WithoutModelEvents; | |
use Illuminate\Database\Seeder; | |
class OrderSeeder extends Seeder | |
{ | |
// Months between have 0 orders | |
private const ORDERS_PER_PERIOD = [ | |
'03/2022' => 9, | |
'06/2022' => 55, | |
'01/2023' => 23, | |
'12/2023' => 19, | |
]; | |
/** | |
* Run the database seeds. | |
* | |
* @return void | |
*/ | |
public function run() | |
{ | |
foreach (self::ORDERS_PER_PERIOD as $period => $count) { | |
Order::factory()->count($count)->create([ | |
'created_at' => Carbon::createFromFormat('m/Y', $period) | |
]); | |
} | |
} | |
} |
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