我有一个由JSON组成的文件,每个一行,并希望按update_time颠倒排序文件。
示例JSON文件:
{ "page": { "url": "url1", "update_time": "1415387875"}, "other_key": {} }
{ "page": { "url": "url2", "update_time": "1415381963"}, "other_key": {} }
{ "page": { "url": "url3", "update_time": "1415384938"}, "other_key": {} }
想要输出:
{ "page": { "url": "url1", "update_time": "1415387875"}, "other_key": {} }
{ "page": { "url": "url3", "update_time": "1415384938"}, "other_key": {} }
{ "page": { "url": "url2", "update_time": "1415381963"}, "other_key": {} }
我的代码:
#!/bin/env python
#coding: utf8
import sys
import os
import json
import operator
#load json from file
lines = []
while True:
line = sys.stdin.readline()
if not line: break
line = line.strip()
json_obj = json.loads(line)
lines.append(json_obj)
#sort json
lines = sorted(lines, key=lambda k: k['page']['update_time'], reverse=True)
#output result
for line in lines:
print line
该代码可以很好地处理示例JSON文件,但是如果JSON没有'update_time',它将引发KeyError异常。是否有无例外的方法可以做到这一点?
发布于 2014-11-14 07:18:49
编写一个使用try...except
处理KeyError
的函数,然后将其用作key
参数,而不是您的lambda。
def extract_time(json):
try:
# Also convert to int since update_time will be string. When comparing
# strings, "10" is smaller than "2".
return int(json['page']['update_time'])
except KeyError:
return 0
# lines.sort() is more efficient than lines = lines.sorted()
lines.sort(key=extract_time, reverse=True)
发布于 2014-11-14 07:19:38
您可以使用具有默认值的dict.get()
:
lines = sorted(lines, key=lambda k: k['page'].get('update_time', 0), reverse=True)
示例:
>>> lines = [
... {"page": {"url": "url1", "update_time": "1415387875"}, "other_key": {}},
... {"page": {"url": "url2", "update_time": "1415381963"}, "other_key": {}},
... {"page": {"url": "url3", "update_time": "1415384938"}, "other_key": {}},
... {"page": {"url": "url4"}, "other_key": {}},
... {"page": {"url": "url5"}, "other_key": {}}
... ]
>>> lines = sorted(lines, key=lambda k: k['page'].get('update_time', 0), reverse=True)
>>> for line in lines:
... print line
...
{'other_key': {}, 'page': {'url': 'url1', 'update_time': '1415387875'}}
{'other_key': {}, 'page': {'url': 'url3', 'update_time': '1415384938'}}
{'other_key': {}, 'page': {'url': 'url2', 'update_time': '1415381963'}}
{'other_key': {}, 'page': {'url': 'url4'}}
{'other_key': {}, 'page': {'url': 'url5'}}
不过,我仍然会遵循费迪南德建议的EAFP
principle -这样你也可以处理page
密钥丢失的情况。让它失败并处理它要比检查各种转角情况容易得多。
发布于 2014-11-14 07:21:34
# sort json
lines = sorted(lines, key=lambda k: k['page'].get('update_time', 0), reverse=True)
https://stackoverflow.com/questions/26924812
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