SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 11851

Query time 0.00033

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "6.65"
    },
    "table": {
      "table_name": "cscart_product_variation_group_products",
      "access_type": "ref",
      "possible_keys": [
        "idx_parent_product_id"
      ],
      "key": "idx_parent_product_id",
      "used_key_parts": [
        "parent_product_id"
      ],
      "key_length": "3",
      "ref": [
        "const"
      ],
      "rows_examined_per_scan": 19,
      "rows_produced_per_join": 19,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "4.75",
        "eval_cost": "1.90",
        "prefix_cost": "6.65",
        "data_read_per_join": "304"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}

Result

product_id parent_product_id
11852 11851
11853 11851
11854 11851
11855 11851
11856 11851
11857 11851
11858 11851
11859 11851
11860 11851
11861 11851
11862 11851
11863 11851
11864 11851
11865 11851
11866 11851
11867 11851
11868 11851