我找到了答案：

1） 删除主题函数中的woocommerce分页。php：

remove_action( \'woocommerce_before_shop_loop\', \'storefront_woocommerce_pagination\', 30 );

storefront woocommerce template hooks

    function bittersweet_pagination() {

global $wp_query;

$big = 999999999; // need an unlikely integer

$pages = paginate_links( array(
        \'base\' => str_replace( $big, \'%#%\', esc_url( get_pagenum_link( $big ) ) ),
        \'format\' => \'?paged=%#%\',
        \'current\' => max( 1, get_query_var(\'paged\') ),
        \'total\' => $wp_query->max_num_pages,
        \'type\'  => \'array\',
    ) );
    if( is_array( $pages ) ) {
        $paged = ( get_query_var(\'paged\') == 0 ) ? 1 : get_query_var(\'paged\');
        echo \'<div class="pagination-wrap"><ul class="pagination">\';
        foreach ( $pages as $page ) {
                echo "<li>$page</li>";
        }
       echo \'</ul></div>\';
        }
}