I have a WP_Query to pull and display a list of WooCommerce Product variations filtered by global attributes. This works, but I would like to custom sort the results by ‘menu_order‘. 
But this doesn't work for 'post_type' => 'product_variation'. Probably because ‘menu_order‘ is set on a product level. 
('post_type' => 'product' does work but I need the variations)
$wc_query_params = array(
     'post_type' => 'product_variation',
     'posts_per_page' => -1,
     'numberposts'   => -1,
     'post_status'   => 'publish',
     'meta_query'     => array(array(
         //filter variations on attribute name
         'key'  => 'attribute_pa_color',
         'value'     => 'blue', 
     )),
     'order'         => 'ASC',
     'orderby'       => 'menu_order',
 );
 $wc_query = new WP_Query($wc_query_params);
 if ($wc_query->have_posts()) :
     while ($wc_query->have_posts()) :
         $wc_query->the_post();
     //results
     endwhile;
     wp_reset_postdata();
 endif;
Is there a way to sort product variations based on their parent product ‘menu_order‘? Or is there another way to custom sort product variations?