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<?php
// make the categories non hierarchical for their permalinks
function gs_woocommerce_taxonomy_args_product_cat( $args ) {
    $args['rewrite']['hierarchical'] = false;
    return $args;
}
add_filter( 'woocommerce_taxonomy_args_product_cat', 'gs_woocommerce_taxonomy_args_product_cat' );



?>