Extracts
Read from various data sources.
Transforms
Shape and optimize for your needs.
Loads
Store and secure in one of many available data sinks.
Examples:
Code
<?php
declare(strict_types=1);
use function Flow\ETL\Adapter\Doctrine\to_dbal_table_insert;
use function Flow\ETL\DSL\{data_frame, from_array, overwrite};
use Doctrine\DBAL\DriverManager;
use Doctrine\DBAL\Schema\{Column, Table};
use Doctrine\DBAL\Types\{Type, Types};
require __DIR__ . '/../../../autoload.php';
$generateOrders = require __DIR__ . '/generate_orders.php';
$connection = DriverManager::getConnection([
'path' => __DIR__ . '/output/orders.db',
'driver' => 'pdo_sqlite',
]);
$schemaManager = $connection->createSchemaManager();
if ($schemaManager->tablesExist(['orders'])) {
$schemaManager->dropTable('orders');
}
$schemaManager->createTable(new Table(
$table = 'orders',
[
new Column('order_id', Type::getType(Types::GUID), ['notnull' => true]),
new Column('created_at', Type::getType(Types::DATETIME_IMMUTABLE), ['notnull' => true]),
new Column('updated_at', Type::getType(Types::DATETIME_IMMUTABLE), ['notnull' => false]),
new Column('discount', Type::getType(Types::FLOAT), ['notnull' => false]),
new Column('email', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]),
new Column('customer', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]),
new Column('address', Type::getType(Types::JSON), ['notnull' => true]),
new Column('notes', Type::getType(Types::JSON), ['notnull' => true]),
new Column('items', Type::getType(Types::JSON), ['notnull' => true]),
],
));
data_frame()
->read(from_array(generateOrders(10)))
->saveMode(overwrite())
->write(
to_dbal_table_insert(
DriverManager::getConnection([
'path' => __DIR__ . '/output/orders.db',
'driver' => 'pdo_sqlite',
]),
'orders',
)
)
->run();