SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 10943

Query time 0.00021

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "7.35"
    },
    "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": 21,
      "rows_produced_per_join": 21,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "5.25",
        "eval_cost": "2.10",
        "prefix_cost": "7.35",
        "data_read_per_join": "336"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}

Result

product_id parent_product_id
10944 10943
10945 10943
10946 10943
10947 10943
10948 10943
10949 10943
10950 10943
10951 10943
10952 10943
10953 10943
10954 10943
10955 10943
10956 10943
10957 10943
10958 10943
10959 10943
10960 10943
10961 10943
10962 10943
10963 10943
10964 10943