load 和 loads 都是實現“反序列化”，load 通過 json.load(open('*.json')) 這樣的格式，從檔案控制代碼中開啟檔案，載入到Python的變數中，並以字典的格式轉換。而 loads 必須對於 Python記憶體中的序列化物件轉換成字串。

load 和 loads 都是實現 “反序列化”，區別在於（以Python為例）：

• loads 針對 記憶體物件，即將 Python內建資料序列化為字串。如使用json.dumps序列化的物件d_json=json.dumps({'a':1, 'b':2})，在這裡 d_json 是一個字串'{"b": 2, "a": 1}'，d=json.loads(d_json)  #{ b": 2, "a": 1}，使用load重新反序列化為dict

• load 針對 檔案控制代碼。如本地有一個 json 檔案 a.json 則可以 d=json.load(open('a.json'))，相應的，dump 就是將內建型別序列化為 json 物件後寫入檔案

測試 ( 使用 loads )

list_1 = '[1,2,3,4]'
dict_1 = '{"k1":"v1"}'
print(type(list_1)) # <class 'str'>
print(type(dict_1)) # <class 'str'>


ret = json.loads(list_1)
print(ret, type(ret))

ret = json.loads(dict_1)
print(ret, type(ret))

# 輸出
# [1, 2, 3, 4] <class 'list'>
# {'k1': 'v1'} <class 'dict'>
 

測試( 使用 load )：

# -*- coding: utf-8 -*-
# @Time    :
# @Author  :
# @Email   :
# @File    : parse_cinema_info.py
# @Software: PyCharm


import json


def parse_cinema_info():
    cinema_info_dict = json.load(open('f:/bj_cinema_all_info.json', "rb"))
    all_cinemas = cinema_info_dict['cinemas']
    cinemas_list = list()
    for cinema in all_cinemas:
        d = dict(
            cinema_id=cinema['id'],
            cinema_name=cinema['nm'],
            city='北京',
            address=cinema['addr'],
            telephone=None
        )
        cinemas_list.append(d)
    with open('f:/bj_cinema.json', 'w') as f:
        json.dump(cinemas_list,f, ensure_ascii=False, indent=4)
    pass


if __name__ == '__main__':
    parse_cinema_info()
    pass

 

使用 dump：

# -*- coding: utf-8 -*-
# @Time    : 
# @Author  : 
# @Email   : 
# @File    : parse_cinema_hall_info.py
# @Software: PyCharm

import re
import json


def parse_file():
    cinema_hall_info = dict()
    with open('f:/pipelines.log', 'rb') as f:
        all_lines = f.readlines()
    for line in all_lines:
        line_str = line.decode('utf-8')
        base_time_info = re.findall("\('.*?'\)", line_str)
        if base_time_info:
            hall_info_list = list()
            for base_time in base_time_info:
                t = tuple(eval(base_time))
                cinema_id, hall_info = t[1], t[8]
                if hall_info not in hall_info_list:
                    hall_info_list.append(hall_info)
                cinema_hall_info[cinema_id] = hall_info_list
    else:
        # print(json.dumps(cinema_hall_info, ensure_ascii=False))
        hall_info_list = list()
        for cinema in cinema_hall_info:
            # print('cinema_id : {0}    hall_info : {1}'.format(cinema, cinema_hall_info[cinema]))
            d = dict(
                cinema_id=cinema,
                hall_info=cinema_hall_info[cinema],
                seat_count=None
            )
            hall_info_list.append(d)
        else:
            with open('f:/bj_cinema_hall.json', 'w') as f:
                json.dump(hall_info_list, f, ensure_ascii=False, indent=4)


if __name__ == '__main__':
    parse_file()
    pass

一個測試 json 檔案 （bj_cinema_all_info.json）：

{
  "cinemas": [
    {
      "id": 264,
      "mark": 0,
      "nm": "萬達國際影城(CBD店)",
      "sellPrice": "48.5",
      "addr": "朝陽區建國路93號萬達廣場B座3層",
      "distance": "600m",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "IMAX廳",
          "RealD 6FL廳",
          "4DX廳"
        ],
        "hallTypeVOList": [
          {
            "name": "IMAX廳",
            "url": ""
          },
          {
            "name": "RealD 6FL廳",
            "url": ""
          },
          {
            "name": "4DX廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 23,
      "mark": 0,
      "nm": "百麗宮影城(國貿店)",
      "sellPrice": "29",
      "addr": "朝陽區建國門外大街1號國貿商城北區B1層B120",
      "distance": "1km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "RealD廳"
        ],
        "hallTypeVOList": [
          {
            "name": "RealD廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1
      },
      "promotion": {
        
      }
    },
    {
      "id": 135,
      "mark": 0,
      "nm": "UME國際影城(雙井店)",
      "sellPrice": "39.5",
      "addr": "朝陽區東三環中路65號富力廣場北區5層",
      "distance": "1.2km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "CGS中國巨幕廳",
          "杜比全景聲廳",
          "RealD廳",
          "4DX廳",
          "DTS:X 臨境音廳",
          "4D廳"
        ],
        "hallTypeVOList": [
          {
            "name": "CGS中國巨幕廳",
            "url": ""
          },
          {
            "name": "杜比全景聲廳",
            "url": ""
          },
          {
            "name": "RealD廳",
            "url": ""
          },
          {
            "name": "4DX廳",
            "url": ""
          },
          {
            "name": "DTS:X 臨境音廳",
            "url": ""
          },
          {
            "name": "4D廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 23993,
      "mark": 0,
      "nm": "耀萊成龍國際影城(華貿店)",
      "sellPrice": "300",
      "addr": "朝陽區建國路89號18號樓L02內",
      "distance": "1.2km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "杜比全景聲廳"
        ],
        "hallTypeVOList": [
          {
            "name": "杜比全景聲廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 0
      },
      "promotion": {
        
      }
    },
    {
      "id": 25417,
      "mark": 0,
      "nm": "新影聯東申影城",
      "sellPrice": "28",
      "addr": "朝陽區建國門外大街甲5號貴友大廈4層",
      "distance": "1.4km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 24573,
      "mark": 0,
      "nm": "寰映影城(合生匯店)",
      "sellPrice": "52.5",
      "addr": "朝陽區西大望路甲22號院1號樓商業部分5層11/12號",
      "distance": "1.6km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "Dolby Cinema廳",
          "RealD廳",
          "兒童廳",
          "4D廳"
        ],
        "hallTypeVOList": [
          {
            "name": "Dolby Cinema廳",
            "url": ""
          },
          {
            "name": "RealD廳",
            "url": ""
          },
          {
            "name": "兒童廳",
            "url": ""
          },
          {
            "name": "4D廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 16773,
      "mark": 0,
      "nm": "中影星美國際影城(耳東)世貿天階店",
      "sellPrice": "38",
      "addr": "朝陽區光華路9號世貿天階商業南街B1層",
      "distance": "1.7km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallType": [
          "杜比全景聲廳",
          "4D廳"
        ],
        "hallTypeVOList": [
          {
            "name": "杜比全景聲廳",
            "url": ""
          },
          {
            "name": "4D廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1
      },
      "promotion": {
        
      }
    },
    {
      "id": 25274,
      "mark": 0,
      "nm": "英皇電影城(英皇集團中心店)",
      "sellPrice": "53",
      "addr": "朝陽區建外大街丁12號英皇集團中心B1層",
      "distance": "1.9km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "IMAX廳",
          "杜比全景聲廳",
          "4D廳"
        ],
        "hallTypeVOList": [
          {
            "name": "IMAX廳",
            "url": ""
          },
          {
            "name": "杜比全景聲廳",
            "url": ""
          },
          {
            "name": "4D廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 249,
      "mark": 0,
      "nm": "朝陽劇場",
      "sellPrice": "43",
      "addr": "朝陽區東三環北路36號呼家樓北（近朝陽北路）",
      "distance": "1.9km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 5736,
      "mark": 0,
      "nm": "盧米埃影城(芳草地店)",
      "sellPrice": "59",
      "addr": "朝陽區東大橋路9號僑福芳草地購物中心LG2-26（尚都SOHO對面）",
      "distance": "2.1km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "杜比全景聲廳",
          "RealD廳",
          "RealD 6FL廳"
        ],
        "hallTypeVOList": [
          {
            "name": "杜比全景聲廳",
            "url": ""
          },
          {
            "name": "RealD廳",
            "url": ""
          },
          {
            "name": "RealD 6FL廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 259,
      "mark": 0,
      "nm": "紫光影城(藍島店)",
      "sellPrice": "33",
      "addr": "朝陽區朝外大街8號（藍島大廈西區5-6層）",
      "distance": "2.5km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 9730,
      "mark": 0,
      "nm": "耀萊成龍國際影城(慈雲寺店)",
      "sellPrice": "43",
      "addr": "朝陽區東四環中路58號遠洋未來匯C座2層",
      "distance": "2.5km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "Dolby Cinema廳"
        ],
        "hallTypeVOList": [
          {
            "name": "Dolby Cinema廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 0,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 16179,
      "mark": 0,
      "nm": "米瑞酷影城(日壇店)",
      "sellPrice": "33",
      "addr": "朝陽區日壇國際酒店地下一層",
      "distance": "2.6km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 236,
      "mark": 0,
      "nm": "勁鬆電影院",
      "sellPrice": "38",
      "addr": "朝陽區勁鬆中街404號",
      "distance": "2.6km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 262,
      "mark": 0,
      "nm": "東都影城",
      "sellPrice": "44",
      "addr": "朝陽區東四環中路195號華騰新天地五層（近迪卡儂）",
      "distance": "2.9km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "巨幕廳"
        ],
        "hallTypeVOList": [
          {
            "name": "巨幕廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1
      },
      "promotion": {
        
      }
    },
    {
      "id": 116,
      "mark": 0,
      "nm": "博納國際影城(悠唐店)",
      "sellPrice": "39",
      "addr": "朝陽區三豐北里2號悠唐購物中心二期B1層",
      "distance": "3km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "IMAX廳"
        ],
        "hallTypeVOList": [
          {
            "name": "IMAX廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 23886,
      "mark": 0,
      "nm": "三克影院(三里屯盈科店)",
      "sellPrice": "75",
      "addr": "朝陽區工人體育場北路盈科中心B座1層",
      "distance": "3.1km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 136,
      "mark": 0,
      "nm": "美嘉歡樂影城(三里屯店)",
      "sellPrice": "49",
      "addr": "朝陽區三里屯北路19號三里屯太古裡南區B2層",
      "distance": "3.4km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallType": [
          "杜比全景聲廳"
        ],
        "hallTypeVOList": [
          {
            "name": "杜比全景聲廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 13640,
      "mark": 0,
      "nm": "艾米·1895電影街",
      "sellPrice": "38",
      "addr": "朝陽區工體北路13號世茂工三3樓，艾米·1895電影街（三里屯商圈）",
      "distance": "3.7km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 16813,
      "mark": 0,
      "nm": "米高梅國際影城(工體店)",
      "sellPrice": "48",
      "addr": "朝陽區工體北路21號永利國際購物中心B1",
      "distance": "3.7km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 122,
      "mark": 0,
      "nm": "百麗宮影城(金寶匯店)",
      "sellPrice": "34",
      "addr": "東城區金寶街88號金寶匯購物中心一期7層",
      "distance": "4km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1
      },
      "promotion": {
        
      }
    },
    {
      "id": 119,
      "mark": 0,
      "nm": "百老匯影城(國瑞購物中心店)",
      "sellPrice": "29",
      "addr": "東城區崇文門外大街18號國瑞城購物中心首層/-2層",
      "distance": "4km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
        "hallType": [
          "杜比全景聲廳",
          "RealD廳",
          "LUXE巨幕廳",
          "4K廳"
        ],
        "hallTypeVOList": [
          {
            "name": "杜比全景聲廳",
            "url": ""
          },
          {
            "name": "RealD廳",
            "url": ""
          },
          {
            "name": "LUXE巨幕廳",
            "url": ""
          },
          {
            "name": "4K廳",
            "url": ""
          }
        ],
        "sell": 1,
        "snack": 1
      },
      "promotion": {
        
      }
    },
    {
      "id": 270,
      "mark": 0,
      "nm": "搜秀影城",
      "sellPrice": "25",
      "addr": "東城區崇外大街40號搜秀城9層",
      "distance": "4.1km",
      "tag": {
        "allowRefund": 1,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 1,
        "hallTypeVOList": [
          
        ],
        "sell": 1,
        "snack": 1,
        "vipTag": "折扣卡"
      },
      "promotion": {
        
      }
    },
    {
      "id": 269,
      "mark": 0,
      "nm": "百老匯影城(東方廣場店)",
      "sellPrice": "29",
      "addr": "東城區東長安街1號東方廣場地下1層",
      "distance": "4.3km",
      "tag": {
        "allowRefund": 0,
        "buyout": 0,
        "cityCardTag": 0,
        "deal": 0,
        "endorse": 0,
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