[英]How to select only specific key-value pairs from a list of dictionaries?
This is my example:这是我的例子:
dictlist = [{'Name': 'James', 'city': 'paris','type': 'A' },
{'Name': 'James','city': 'Porto','type': 'B'},
{'Name': 'Christian','city': 'LA','type': 'A'}]
I want to filter specific keys and values.我想过滤特定的键和值。
For example:例如:
desiredKey = [Name,type]
desiredoutput = [{'Name': 'Lara', 'type': 'A' },
{'Name': 'James', 'type': 'B'},
{'Name': 'Christian','type': 'A'}]
I tried this, but it doesn't work我试过这个,但它不起作用
keys = dictlist[0].keys()
output= [d for d in dictlist if d.keys in desiredKey]
you can try something like this:你可以尝试这样的事情:
In [1]: dictlist = [{'Name': 'James', 'city': 'paris','type': 'A' },
...: {'Name': 'James','city': 'Porto','type': 'B'},
...: {'Name': 'Christian','city': 'LA','type': 'A'}]
In [2]: keys = ["Name","type"]
In [3]: res = []
In [5]: for dict1 in dictlist:
...: result = dict((k, dict1[k]) for k in keys if k in dict1)
...: res.append(result)
...:
In [6]: res
Out[6]:
[{'Name': 'James', 'type': 'A'},
{'Name': 'James', 'type': 'B'},
{'Name': 'Christian', 'type': 'A'}]
It's a bit more complicated than this answer but you can also use zip
and itemgetter
.它比这个答案复杂一点,但您也可以使用
zip
和itemgetter
。
In [43]: list_of_dicts = [
...: {"a":1, "b":1, "c":1, "d":1},
...: {"a":2, "b":2, "c":2, "d":2},
...: {"a":3, "b":3, "c":3, "d":3},
...: {"a":4, "b":4, "c":4, "d":4}
...: ]
In [44]: allowed_keys = ("a", "c")
In [45]: filter_func = itemgetter(*allowed_keys)
In [46]: list_of_filtered_dicts = [
...: dict(zip(allowed_keys, filter_func(d)))
...: for d in list_of_dicts
...: ]
In [47]: list_of_filtered_dicts
Out[47]: [{'a': 1, 'c': 1}, {'a': 2, 'c': 2}, {'a': 3, 'c': 3}, {'a': 4, 'c': 4}]
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