Is there a more elegant way to write this code?
What I am doing: I have keys and dates. There can be a number of dates assigned to a key and so I am creating a dictionary of lists of dates to represent this. The following code works fine, but I was hoping for a more elegant and Pythonic method.
dates_dict = dict()
for key, date in cur:
if key in dates_dict:
dates_dict[key].append(date)
else:
dates_dict[key] = [date]
I was expecting the below to work, but I keep getting a NoneType has no attribute append error.
dates_dict = dict()
for key, date in cur:
dates_dict[key] = dates_dict.get(key, []).append(date)
This probably has something to do with the fact that
print([].append(1))
None
but why?
list.append
returns None
, since it is an in-place operation and you are assigning it back to dates_dict[key]
. So, the next time when you do dates_dict.get(key, []).append
you are actually doing None.append
. That is why it is failing. Instead, you can simply do
dates_dict.setdefault(key, []).append(date)
But, we have collections.defaultdict
for this purpose only. You can do something like this
from collections import defaultdict
dates_dict = defaultdict(list)
for key, date in cur:
dates_dict[key].append(date)
This will create a new list object, if the key
is not found in the dictionary.
Note: Since the defaultdict
will create a new list if the key is not found in the dictionary, this will have unintented side-effects. For example, if you simply want to retrieve a value for the key, which is not there, it will create a new list and return it.