
本文介绍如何利用Python代码,将任意层级的JSON数据以直观的树状结构打印出来,方便理解和调试复杂的JSON数据。我们将通过示例代码详细讲解实现方法。
目标是遍历多层嵌套的JSON数据,并将其以树状结构呈现,清晰地展现数据层级关系。这需要一个递归算法,能够灵活处理JSON对象(字典)和JSON数组(列表)。
以下Python代码实现了该功能:
import json
def print_json_tree(json_obj, indent=0):
"""递归函数,以树状结构打印JSON数据"""
if isinstance(json_obj, dict):
for key, value in json_obj.items():
print(' ' * indent + f'{key}:') # 使用f-string更简洁
print_json_tree(value, indent + 1)
elif isinstance(json_obj, list):
for i, item in enumerate(json_obj):
print(' ' * indent + f'[{i}]:')
print_json_tree(item, indent + 1)
else:
print(' ' * indent + str(json_obj))
# 示例JSON数据
json_str = '''
{
"id":"series","css":"wrapper","html":[
{"id":"series","css":"header","html":[
{"css":"topbar","html":[
{"css":"left","html":[]},
{"css":"middle","html":[]},
{"css":"right","html":[]}
]},
{"css":"mask","html":[]},
{"css":"layer","html":[]}
]},
{"id":"series","css":"container","html":[
{"id":"series","css":"container ad1200 mt10","html":[]},
{"id":"series","css":"container crumb","html":[]},
{"id":"series","css":"container nav","html":[]},
{"id":"series","css":"series_wrapper","html":[
{"id":"series","css":"main","html":[
{"pic":"","total":""},
{"news1":"","new2":""},
{"ad1":""},
{"list":""},
{"pic":""},
{"video":""},
{"ad2":""}
]},
{"id":"series","css":"side","html":[
{"ad3":"google"},
{"love":""},
{"brand":""},
{"type":""}
]}
]}
]},
{"position":[
{"return_top":""},
{"side_nav":""}
]},
{"footer":[
{"nav":""}
]}
]
}
'''
json_obj = json.loads(json_str)
print_json_tree(json_obj)这段代码定义了一个递归函数print_json_tree,根据输入对象的类型(字典或列表)进行不同的处理,并使用空格缩进表示层级关系。 代码更简洁地使用了f-string格式化字符串。 运行代码即可得到清晰的JSON数据树状结构输出。
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