It is not possible to sort a dictionary, only to get a representation of a dictionary that is sorted. Dictionaries are inherently orderless, but other types, such as lists and tuples, are not. So you need an ordered data type to represent sorted values, which will be a list—probably a list of tuples.
In Python to get all values from a dictionary, we can use the values() method. The values() method is a built-in function in Python and returns a view object that represents a list of dictionaries that contains all the values.
The sorted()
function takes a key=
parameter
newlist = sorted(list_to_be_sorted, key=lambda d: d['name'])
Alternatively, you can use operator.itemgetter
instead of defining the function yourself
from operator import itemgetter
newlist = sorted(list_to_be_sorted, key=itemgetter('name'))
For completeness, add reverse=True
to sort in descending order
newlist = sorted(list_to_be_sorted, key=itemgetter('name'), reverse=True)
import operator
To sort the list of dictionaries by key='name':
list_of_dicts.sort(key=operator.itemgetter('name'))
To sort the list of dictionaries by key='age':
list_of_dicts.sort(key=operator.itemgetter('age'))
my_list = [{'name':'Homer', 'age':39}, {'name':'Bart', 'age':10}]
my_list.sort(lambda x,y : cmp(x['name'], y['name']))
my_list
will now be what you want.
Or better:
Since Python 2.4, there's a key
argument is both more efficient and neater:
my_list = sorted(my_list, key=lambda k: k['name'])
...the lambda is, IMO, easier to understand than operator.itemgetter
, but your mileage may vary.
If you want to sort the list by multiple keys, you can do the following:
my_list = [{'name':'Homer', 'age':39}, {'name':'Milhouse', 'age':10}, {'name':'Bart', 'age':10} ]
sortedlist = sorted(my_list , key=lambda elem: "%02d %s" % (elem['age'], elem['name']))
It is rather hackish, since it relies on converting the values into a single string representation for comparison, but it works as expected for numbers including negative ones (although you will need to format your string appropriately with zero paddings if you are using numbers).
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