SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 35859

Query time 0.00136

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": 20,
          "filtered": 100
        }
      }
    ]
  }
}

Result

product_id parent_product_id
35732 35859
35855 35859
35856 35859
35857 35859
35858 35859
35860 35859
35861 35859
35862 35859
35863 35859
35864 35859
35865 35859
35866 35859
35867 35859
35868 35859
35869 35859
35870 35859
35871 35859
35872 35859
35873 35859
35874 35859
35875 35859
35876 35859
35877 35859
35878 35859