SELECT 
  id, 
  restart_time 
FROM 
  cscart_auction 
WHERE 
  not_purchasing_action = 'restart'

Query time 0.00072

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "1.04"
    },
    "table": {
      "table_name": "cscart_auction",
      "access_type": "ALL",
      "rows_examined_per_scan": 5,
      "rows_produced_per_join": 1,
      "filtered": "20.00",
      "cost_info": {
        "read_cost": "0.95",
        "eval_cost": "0.10",
        "prefix_cost": "1.05",
        "data_read_per_join": "656"
      },
      "used_columns": [
        "id",
        "not_purchasing_action",
        "restart_time"
      ],
      "attached_condition": "(`dev_yourmart_co_bw`.`cscart_auction`.`not_purchasing_action` = 'restart')"
    }
  }
}