SELECT 
  f.feature_id, 
  f.purpose, 
  p.product_id, 
  p.parent_product_id, 
  g.id, 
  g.code 
FROM 
  cscart_product_variation_group_features AS f 
  INNER JOIN cscart_product_variation_groups AS g ON f.group_id = g.id 
  INNER JOIN cscart_product_variation_group_products AS p ON f.group_id = p.group_id 
WHERE 
  p.product_id IN (
    148, 5, 23, 1, 149, 79, 238, 239, 172, 167, 
    12, 8
  )

Query time 0.00140

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "8.42"
    },
    "nested_loop": [
      {
        "table": {
          "table_name": "g",
          "access_type": "index",
          "possible_keys": [
            "PRIMARY"
          ],
          "key": "idx_group_code",
          "used_key_parts": [
            "code"
          ],
          "key_length": "387",
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 1,
          "filtered": "100.00",
          "using_index": true,
          "cost_info": {
            "read_cost": "1.00",
            "eval_cost": "0.20",
            "prefix_cost": "1.20",
            "data_read_per_join": "400"
          },
          "used_columns": [
            "id",
            "code"
          ]
        }
      },
      {
        "table": {
          "table_name": "p",
          "access_type": "ref",
          "possible_keys": [
            "PRIMARY",
            "idx_group_id"
          ],
          "key": "idx_group_id",
          "used_key_parts": [
            "group_id"
          ],
          "key_length": "3",
          "ref": [
            "twebezli_Commercemodalpopup.g.id"
          ],
          "rows_examined_per_scan": 7,
          "rows_produced_per_join": 7,
          "filtered": "100.00",
          "index_condition": "(`twebezli_Commercemodalpopup`.`p`.`product_id` in (148,5,23,1,149,79,238,239,172,167,12,8))",
          "cost_info": {
            "read_cost": "2.00",
            "eval_cost": "1.40",
            "prefix_cost": "4.60",
            "data_read_per_join": "112"
          },
          "used_columns": [
            "product_id",
            "parent_product_id",
            "group_id"
          ]
        }
      },
      {
        "table": {
          "table_name": "f",
          "access_type": "ALL",
          "possible_keys": [
            "idx_group_id"
          ],
          "rows_examined_per_scan": 2,
          "rows_produced_per_join": 14,
          "filtered": "100.00",
          "using_join_buffer": "Block Nested Loop",
          "cost_info": {
            "read_cost": "1.02",
            "eval_cost": "2.80",
            "prefix_cost": "8.42",
            "data_read_per_join": "1K"
          },
          "used_columns": [
            "feature_id",
            "purpose",
            "group_id"
          ],
          "attached_condition": "(`twebezli_Commercemodalpopup`.`f`.`group_id` = `twebezli_Commercemodalpopup`.`g`.`id`)"
        }
      }
    ]
  }
}