SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 12037

Query time 0.00034

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "21.68"
    },
    "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": 62,
      "rows_produced_per_join": 62,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "15.49",
        "eval_cost": "6.20",
        "prefix_cost": "21.69",
        "data_read_per_join": "992"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}