SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 431698

Query time 0.00072

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "8.04"
    },
    "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": 35,
      "rows_produced_per_join": 35,
      "filtered": "100.00",
      "using_index": true,
      "cost_info": {
        "read_cost": "1.04",
        "eval_cost": "7.00",
        "prefix_cost": "8.04",
        "data_read_per_join": "560"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}

Result

product_id parent_product_id
431699 431698
431700 431698
431701 431698
431702 431698
431703 431698
431704 431698
431705 431698
431706 431698
431707 431698
431708 431698
431709 431698
431710 431698
431711 431698
431712 431698
431713 431698
431714 431698
431715 431698
431716 431698
431717 431698
431718 431698
431719 431698
431720 431698
431721 431698
431722 431698
431723 431698
431724 431698
431725 431698
431726 431698
431727 431698
431728 431698
431729 431698
431730 431698
431731 431698
431732 431698
431733 431698