SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 31872

Query time 0.00076

JSON explain

{
  "query_block": {
    "select_id": 1,
    "nested_loop": [
      {
        "table": {
          "table_name": "cscart_product_variation_group_products",
          "access_type": "ref",
          "possible_keys": ["idx_parent_product_id"],
          "key": "idx_parent_product_id",
          "key_length": "3",
          "used_key_parts": ["parent_product_id"],
          "ref": ["const"],
          "rows": 21,
          "filtered": 100
        }
      }
    ]
  }
}

Result

product_id parent_product_id
31971 31872
31966 31872
31967 31872
31968 31872
31969 31872
31970 31872
31972 31872
31973 31872
31974 31872
31975 31872
31976 31872
31977 31872
31978 31872
31979 31872
31980 31872
31981 31872
31982 31872
31983 31872
31984 31872
31985 31872
31986 31872
31987 31872
31988 31872
31989 31872