SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 12349

Query time 0.00039

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "4.90"
    },
    "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": 14,
      "rows_produced_per_join": 14,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "3.50",
        "eval_cost": "1.40",
        "prefix_cost": "4.90",
        "data_read_per_join": "224"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}

Result

product_id parent_product_id
12363 12349
12351 12349
12350 12349
12353 12349
12352 12349
12355 12349
12354 12349
12362 12349
12360 12349
12361 12349
12358 12349
12359 12349
12356 12349
12357 12349