How to fix wocommerce pagination?

Question

WordPress

There is a code for displaying goods, for example, 2 products per page, then I want to do pagination, but pagination does not work, the code itself appears and you can see 1 2 3 Next, but when you just click on the main page, it throws how this can be fixed, please tell me.

global $post, $wp_query;

$query_args = array(
    'post_type' => 'product',  // указываем, что выводить нужно именно товары
    'posts_per_page' => 2, // количество товаров для отображения
    'orderby' => 'date', // тип сортировки (в данном случае по дате)
    'product_cat' => $sort,
);

$query = new WP_Query( $query_args );

if ( $query->have_posts() ) {
    while ( $query->have_posts() ) {
        $query->the_post();
        ?>
                    <div class="product-main">
                <div class="product-img"> <a href="<?php echo get_permalink(); ?>" class="avatar"><img class="responsive-img" src="<?php
                $thumb_id = get_post_thumbnail_id();
                $thumb_url = wp_get_attachment_image_src($thumb_id,'thumbnail-size', true);
                echo $thumb_url[0];
                ?>" alt=""></a>
                
                </div>
                <div class="product-title"><a href="<?php echo get_permalink(); ?>"><?php the_title(); ?></a></div>
                <div class="product-id"><?php echo $product->get_id() ?></div>
                <div class="product-size">Размер: <?php echo $product->get_attribute('size'); ?> см.</div>
                <div class="product-price__box">
                    <div class="product-price">Цена: <?php echo $product->get_price_html(); ?> грн.</div>
                </div>
                <div class="product-art">Артикул: <?php echo $product->get_sku(); ?></div>
                <div class="product-button">
                    <button class="fast-buy-green"><a onclick="tobasket(<?php echo $product->get_id();?>)">В корзину</a></button>
                    <button class="fast-buy">Быстрая покупка</button>
                </div>
            </div>
            <?php
    }

    wp_reset_postdata();

    $temp_query = $wp_query;
    $wp_query   = null;
    $wp_query   = $query;

    the_posts_pagination();

    $wp_query = null;
    $wp_query = $temp_query;
};?>