SELECT 
  pf.feature_id, 
  pf.feature_style, 
  pf.position, 
  pf.purpose, 
  pf.display_on_catalog, 
  pfd.description, 
  pfd.internal_name, 
  pfd.prefix, 
  pfd.suffix, 
  (
    CASE WHEN pf.purpose = 'group_catalog_item' THEN 0 ELSE 1 END
  ) AS purpose_position 
FROM 
  cscart_product_features AS pf 
  INNER JOIN cscart_product_features_descriptions AS pfd ON pf.feature_id = pfd.feature_id 
  AND pfd.lang_code = 'en' 
WHERE 
  pf.feature_id IN (
    21305, 20033, 23350, 24655, 24096, 20321, 
    19838, 20037, 21062, 24940, 22367, 
    21298, 24520, 23730, 20167, 24934, 
    24941, 20255, 19985, 20202
  ) 
ORDER BY 
  purpose_position ASC, 
  pf.position ASC, 
  pf.feature_id ASC

Query time 0.01071

JSON explain

{
  "query_block": {
    "select_id": 1,
    "nested_loop": [
      {
        "read_sorted_file": {
          "filesort": {
            "sort_key": "case when pf.purpose = 'group_catalog_item' then 0 else 1 end, pf.position, pf.feature_id",
            "table": {
              "table_name": "pf",
              "access_type": "range",
              "possible_keys": ["PRIMARY"],
              "key": "PRIMARY",
              "key_length": "3",
              "used_key_parts": ["feature_id"],
              "rows": 20,
              "filtered": 100,
              "index_condition": "pf.feature_id in (21305,20033,23350,24655,24096,20321,19838,20037,21062,24940,22367,21298,24520,23730,20167,24934,24941,20255,19985,20202)"
            }
          }
        }
      },
      {
        "table": {
          "table_name": "pfd",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY"],
          "key": "PRIMARY",
          "key_length": "9",
          "used_key_parts": ["feature_id", "lang_code"],
          "ref": ["dev_db.pf.feature_id", "const"],
          "rows": 1,
          "filtered": 100,
          "index_condition": "pfd.lang_code = 'en'"
        }
      }
    ]
  }
}

Result

feature_id feature_style position purpose display_on_catalog description internal_name prefix suffix purpose_position
19838 dropdown_labels 0 group_variation_catalog_item N Choose a sail pattern Choose a sail pattern 1
19985 dropdown_labels 0 group_variation_catalog_item N Option Option 1
20033 dropdown_labels 0 group_variation_catalog_item N Choose a sail pattern Choose a sail pattern 1
20037 dropdown_labels 0 group_variation_catalog_item N Choose a sail pattern Choose a sail pattern 1
20167 dropdown_labels 0 group_variation_catalog_item N Choose the theme of the lipstick cover Choose the theme of the lipstick cover 1
20202 dropdown_labels 0 group_variation_catalog_item N Choose size Choose size 1
20255 dropdown_labels 0 group_variation_catalog_item N Choose a sail pattern Choose a sail pattern 1
20321 dropdown_labels 0 group_variation_catalog_item N Option Option 1
21062 dropdown_labels 0 group_variation_catalog_item N Option Option 1
21298 dropdown_labels 0 group_variation_catalog_item N Option Option 1
21305 dropdown_labels 0 group_variation_catalog_item N Option Option 1
22367 dropdown_labels 0 group_variation_catalog_item N Option Option 1
23730 dropdown_labels 0 group_variation_catalog_item N Choose color 10495_20 - color 1
24096 dropdown_labels 0 group_variation_catalog_item N Choose design 10418_43 - mẫu 1
24520 dropdown_labels 0 group_variation_catalog_item N Choose the material 10012_16 - material 1
24655 dropdown_labels 0 group_variation_catalog_item N Choose color Daily Canvas Leather Bag Chu Du 1
24934 dropdown_labels 0 group_variation_catalog_item N Option Option 1
24940 dropdown_labels 0 group_variation_catalog_item N Option Option 1
24941 dropdown_labels 0 group_variation_catalog_item N Option Option 1
23350 dropdown_labels 5 group_variation_catalog_item N Choose the scent 10552 - mùi 1