我有一个字典列表:
[{"id":"1", "name":"Alice", "age":"25", "languages":"German"},
{"id":"1", "name":"Alice", "age":"25", "languages":"French"},
{"id":"2", "name":"John", "age":"30", "languages":"English"},
{"id":"2", "name":"John", "age":"30", "languages":"Spanish"}]
我希望最终结果是(我在检查重复项时只考虑 id):
I'd like the end result to be (I am only considering the id when checking for duplicates):
[{"id":"1", "name":"Alice", "age":"25", "languages":"German, French"},
{"id":"2", "name":"John", "age":"30", "languages":"English, Spanish"}]
看着类似的问题,我认为使用集合可能是答案,但一直无法正确实现.
looking at similar questions, I thought that using a set might be the answer, but haven't been able to implement it correctly.
提前感谢您的回答.
在这里有点冗长以帮助查看结构.绝对可以做一些很酷的 lambda 东西来解决这个问题,并使列表理解更加pythonic".但这里有一个快速的解决方案!
Being a little verbose here to help see the structure. Definitely some cool lambda stuff you can do to solve this and list comprehension to be more "pythonic". But here is a quick solution!
# Set up initial data
unmerged = [
{"id":"1", "name":"Alice", "age":"25", "languages":"German"},
{"id":"1", "name":"Alice", "age":"25", "languages":"French"},
{"id":"2", "name":"John", "age":"30", "languages":"English"},
{"id":"2", "name":"John", "age":"30", "languages":"Spanish"}]
# merge the data by your composite key of id-name-age
merged = {}
for entry in unmerged:
entry_id = entry['id']
entry_name = entry['name']
entry_age = entry['age']
entry_languages = entry['languages']
composite_key = entry_id + entry_name + entry_age
if composite_key in merged:
merged[composite_key]['languages'].append(entry_languages)
else:
merged[composite_key] = {
'id': entry_id,
'name': entry_name,
'age': entry_age,
'languages': [entry_languages]
}
# reconstruct your list with just your unique entries
cleaned = []
for key, value in merged.items():
print(key, value)
cleaned.append({
'id': value['id'],
'name': value['name'],
'age': value['age'],
'languages': ', '.join(value['languages']) # string join langauges by ", "
})
for clean in cleaned:
print(clean)
然后给你你的最终输出,其中清理的是你的合并条目列表:
And than gives you your final output where cleaned is your list of merged entries:
{'id': '1', 'name': 'Alice', 'age': '25', 'languages': 'German, French'}
{'id': '2', 'name': 'John', 'age': '30', 'languages': 'English, Spanish'}
谢谢,如果这有帮助,请告诉我!
Thank, and let me know if this helps!
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