SELECT 
  * 
FROM 
  tmall_bm_containers as c 
  LEFT JOIN tmall_bm_grids as g ON g.container_id = c.container_id 
WHERE 
  1 
  AND g.container_id IN (703, 366, 365, 368) 
ORDER BY 
  g.order, 
  g.parent_id, 
  g.grid_id ASC

Query time 0.00772

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.061949621,
    "nested_loop": [
      {
        "read_sorted_file": {
          "filesort": {
            "sort_key": "g.`order`, g.parent_id, g.grid_id",
            "table": {
              "table_name": "g",
              "access_type": "range",
              "possible_keys": ["container_id"],
              "key": "container_id",
              "key_length": "3",
              "used_key_parts": ["container_id"],
              "loops": 1,
              "rows": 16,
              "cost": 0.023454214,
              "filtered": 100,
              "index_condition": "g.container_id in (703,366,365,368)"
            }
          }
        }
      },
      {
        "table": {
          "table_name": "c",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY"],
          "key": "PRIMARY",
          "key_length": "3",
          "used_key_parts": ["container_id"],
          "ref": ["tmall.g.container_id"],
          "loops": 16,
          "rows": 1,
          "cost": 0.028278816,
          "filtered": 100
        }
      }
    ]
  }
}