product_simple_with_admin_store.php

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<?php
\Magento\TestFramework\Helper\Bootstrap::getInstance()->reinitialize();

$objectManager = \Magento\TestFramework\Helper\Bootstrap::getObjectManager();

$storeManager = $objectManager->get(\Magento\Store\Model\StoreManagerInterface::class);
$store = $storeManager->getStore(\Magento\Store\Model\Store::ADMIN_CODE);
$storeManager->setCurrentStore($store->getCode());

$categoryLinkManagement = $objectManager->create(\Magento\Catalog\Api\CategoryLinkManagementInterface::class);

$product = $objectManager->create(\Magento\Catalog\Model\Product::class);
$product->isObjectNew(true);
$product->setTypeId(\Magento\Catalog\Model\Product\Type::TYPE_SIMPLE)
    ->setId(1)
    ->setAttributeSetId(4)
    ->setWebsiteIds([1])
    ->setName('Simple Product')
    ->setSku('simple')
    ->setPrice(10)
    ->setWeight(1)
    ->setShortDescription("Short description")
    ->setTaxClassId(0)
    ->setTierPrice(
        [
            [
                'website_id' => 0,
                'cust_group' => \Magento\Customer\Model\Group::CUST_GROUP_ALL,
                'price_qty'  => 2,
                'price'      => 8,
            ],
            [
                'website_id' => 0,
                'cust_group' => \Magento\Customer\Model\Group::CUST_GROUP_ALL,
                'price_qty'  => 5,
                'price'      => 5,
            ],
            [
                'website_id' => 0,
                'cust_group' => \Magento\Customer\Model\Group::NOT_LOGGED_IN_ID,
                'price_qty'  => 3,
                'price'      => 5,
            ],
        ]
    )
    ->setDescription('Description with <b>html tag</b>')
    ->setMetaTitle('meta title')
    ->setMetaKeyword('meta keyword')
    ->setMetaDescription('meta description')
    ->setVisibility(\Magento\Catalog\Model\Product\Visibility::VISIBILITY_BOTH)
    ->setStatus(\Magento\Catalog\Model\Product\Attribute\Source\Status::STATUS_ENABLED)
    ->setStockData(
        [
            'use_config_manage_stock'   => 1,
            'qty'                       => 100,
            'is_qty_decimal'            => 0,
            'is_in_stock'               => 1,
        ]
    )->setCanSaveCustomOptions(true)
    ->setHasOptions(true);

$oldOptions = [
    [
        'previous_group' => 'text',
        'title'     => 'Test Field',
        'type'      => 'field',
        'is_require' => 1,
        'sort_order' => 0,
        'price'     => 1,
        'price_type' => 'fixed',
        'sku'       => '1-text',
        'max_characters' => 100,
    ],
    [
        'previous_group' => 'date',
        'title'     => 'Test Date and Time',
        'type'      => 'date_time',
        'is_require' => 1,
        'sort_order' => 0,
        'price'     => 2,
        'price_type' => 'fixed',
        'sku'       => '2-date',
    ],
    [
        'previous_group' => 'select',
        'title'     => 'Test Select',
        'type'      => 'drop_down',
        'is_require' => 1,
        'sort_order' => 0,
        'values'    => [
            [
                'option_type_id' => null,
                'title'         => 'Option 1',
                'price'         => 3,
                'price_type'    => 'fixed',
                'sku'           => '3-1-select',
            ],
            [
                'option_type_id' => null,
                'title'         => 'Option 2',
                'price'         => 3,
                'price_type'    => 'fixed',
                'sku'           => '3-2-select',
            ],
        ]
    ],
    [
        'previous_group' => 'select',
        'title'     => 'Test Radio',
        'type'      => 'radio',
        'is_require' => 1,
        'sort_order' => 0,
        'values'    => [
            [
                'option_type_id' => null,
                'title'         => 'Option 1',
                'price'         => 3,
                'price_type'    => 'fixed',
                'sku'           => '4-1-radio',
            ],
            [
                'option_type_id' => null,
                'title'         => 'Option 2',
                'price'         => 3,
                'price_type'    => 'fixed',
                'sku'           => '4-2-radio',
            ],
        ]
    ]
];

$options = [];

$customOptionFactory = $objectManager->create(\Magento\Catalog\Api\Data\ProductCustomOptionInterfaceFactory::class);

foreach ($oldOptions as $option) {
    $option = $customOptionFactory->create(['data' => $option]);
    $option->setProductSku($product->getSku());

    $options[] = $option;
}

$product->setOptions($options);

$productRepositoryFactory = $objectManager->create(\Magento\Catalog\Api\ProductRepositoryInterface::class);
$productRepositoryFactory->save($product);

$categoryLinkManagement->assignProductToCategories(
    $product->getSku(),
    [2]
);