WordPress posts pagination(numeric)

WordPress posts numeric pagination:
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function ashique_all_trending_topics_blog_posts($atts, $content = null) {
  global $post;

  $paged = (get_query_var('paged')) ? get_query_var('paged') : 1;

  $blogs_arg2 = array(
      'posts_per_page'    => -1,
      'post_status'       => 'publish',
      'suppress_filters'  => true
  );
  $blogs_array2 = get_posts($blogs_arg2);
  $args = array(
    'posts_per_page'    => 12,
    'orderby'           => 'date',
    'order'             => 'DESC',
    'post_status'       => 'publish',
    'suppress_filters'  => true,
    'paged'             => $paged
  );
  $blogs_array = get_posts($args);
  for ($i = 0; $i < count($blogs_array); $i++) {
      //echo "<pre>";
      //print_r($blogs_array[$i]);
  }

  $output = '';

  $output .= '<div id="rp_trending_topics">';
 
  // $posts = get_posts($args); 
  foreach( $blogs_array as $post ) {   
    setup_postdata($post);
    if ( has_post_thumbnail() ) {
      $image_file_url = get_the_post_thumbnail_url();

      $upload_dir = wp_upload_dir();

      $file_name = explode('/', $image_file_url);
      $file_name = end($file_name);

      $data = file_get_contents($image_file_url);

      $new_image = $upload_dir['basedir'] .'/'. 'most-viewd-' . $file_name;
      file_put_contents($new_image, $data);

      $image_size = '300x200';
      $img_temp = explode("x", $image_size);
      $img_width = $img_temp[0];
      $img_height = $img_temp[1];

      $image = wp_get_image_editor( $new_image );
      if ( ! is_wp_error( $image ) ) {
        $image->resize( $img_width, $img_height, true );
        $image->save( $new_image );
      }
      $output .= '<div class="flex_column av_one_fourth"><div class="trending-post-container">';
      $image_tag_html = '<img class="wprp-post-image" src="' . $upload_dir['baseurl'] . '/' . 'most-viewd-' . $file_name . '" alt="" />';
    }
    else {
      $image_tag_html = '<img class="wprp-post-image" src="' . get_stylesheet_directory_uri() . '/images/default-image.jpg" />';
    }

    $num_words='12';
    $more='...';
    $excerpt = get_the_excerpt();
    $excerpt = wp_trim_words( $excerpt, $num_words , $more );

    $output .= '<article class="trending-image-with-content">
    <a class="single-image" href="'.get_the_permalink().'" title="">'.$image_tag_html.'</a>
    <div class="slide-content"><header class="entry-content-header">
    <h3 class="slide-entry-title entry-title" itemprop="headline">
    <a href='.get_the_permalink().' role="link" title="">'.get_the_title().'</a></h3></header>
    </div></article>';
    $output .= '<div class="rp_excerpt">'.$excerpt.'</div>';
    $output .= '<div class="rp_date_and_read_more"><span class="rp_date">'.get_the_date().'</span><a class="rp_read_more" href="'.get_the_permalink().'">Read More</a></div>';
    $output .= '</div></div>';
  }

  $output .= '</div>';

  $big = 999999999; // need an unlikely integer

  $count = count($blogs_array2);
  $offset = 12;

  $max = $count / $offset;
  if ( is_float($max) ) {
      $max = (int) $max + 1;
  }

  $mypagei = paginate_links(
    array(
      'base' => str_replace($big, '%#%', esc_url(get_pagenum_link($big))),
      'format' => '?paged=%#%',
      'current' => max(1, get_query_var('paged')),
      'total' => $max,
      'prev_text' => '«',
      'next_text' => '»'
    )
  );
  if ( $mypagei != '' ) {
    $output .= '<div class="pager">'.$mypagei.'</div>';  
  }

  wp_reset_postdata();
  return $output;
}

add_shortcode('ashique_all_trending_topics_blog_post', 'ashique_all_trending_topics_blog_posts');
/************************************* END ***********************************/