If I have a dictionary like:
{ 'a': 1, 'b': 2, 'c': 3 }
How can I convert it to this?
[ ('a', 1), ('b', 2), ('c', 3) ]
And how can I convert it to this?
[ (1, 'a'), (2, 'b'), (3, 'c') ]
This question is related to
python
list
compatibility
iterable-unpacking
d = {'John':5, 'Alex':10, 'Richard': 7}
list = []
for i in d:
k = (i,d[i])
list.append(k)
print list
You can use list comprehensions.
[(k,v) for k,v in a.iteritems()]
will get you [ ('a', 1), ('b', 2), ('c', 3) ]
and
[(v,k) for k,v in a.iteritems()]
the other example.
Read more about list comprehensions if you like, it's very interesting what you can do with them.
[(k,v) for (k,v) in d.iteritems()]
and
[(v,k) for (k,v) in d.iteritems()]
By keys()
and values()
methods of dictionary and zip
.
zip
will return a list of tuples which acts like an ordered dictionary.
Demo:
>>> d = { 'a': 1, 'b': 2, 'c': 3 }
>>> zip(d.keys(), d.values())
[('a', 1), ('c', 3), ('b', 2)]
>>> zip(d.values(), d.keys())
[(1, 'a'), (3, 'c'), (2, 'b')]
>>> a={ 'a': 1, 'b': 2, 'c': 3 } >>> [(x,a[x]) for x in a.keys() ] [('a', 1), ('c', 3), ('b', 2)] >>> [(a[x],x) for x in a.keys() ] [(1, 'a'), (3, 'c'), (2, 'b')]
since no one else did, I'll add py3k versions:
>>> d = { 'a': 1, 'b': 2, 'c': 3 }
>>> list(d.items())
[('a', 1), ('c', 3), ('b', 2)]
>>> [(v, k) for k, v in d.items()]
[(1, 'a'), (3, 'c'), (2, 'b')]
These are the breaking changes from Python 3.x and Python 2.x
For Python3.x use
dictlist = []
for key, value in dict.items():
temp = [key,value]
dictlist.append(temp)
For Python 2.7 use
dictlist = []
for key, value in dict.iteritems():
temp = [key,value]
dictlist.append(temp)
Create a list of namedtuples
It can often be very handy to use namedtuple. For example, you have a dictionary of 'name' as keys and 'score' as values like:
d = {'John':5, 'Alex':10, 'Richard': 7}
You can list the items as tuples, sorted if you like, and get the name and score of, let's say the player with the highest score (index=0) very Pythonically like this:
>>> player = best[0]
>>> player.name
'Alex'
>>> player.score
10
How to do this:
list in random order or keeping order of collections.OrderedDict:
import collections
Player = collections.namedtuple('Player', 'name score')
players = list(Player(*item) for item in d.items())
in order, sorted by value ('score'):
import collections
Player = collections.namedtuple('Player', 'score name')
sorted with lowest score first:
worst = sorted(Player(v,k) for (k,v) in d.items())
sorted with highest score first:
best = sorted([Player(v,k) for (k,v) in d.items()], reverse=True)
A simpler one would be
list(dictionary.items()) # list of (key, value) tuples
list(zip(dictionary.values(), dictionary.keys())) # list of (key, value) tuples
What you want is dict
's items()
and iteritems()
methods. items
returns a list of (key,value) tuples. Since tuples are immutable, they can't be reversed. Thus, you have to iterate the items and create new tuples to get the reversed (value,key) tuples. For iteration, iteritems
is preferable since it uses a generator to produce the (key,value) tuples rather than having to keep the entire list in memory.
Python 2.5.1 (r251:54863, Jan 13 2009, 10:26:13)
[GCC 4.0.1 (Apple Inc. build 5465)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> a = { 'a': 1, 'b': 2, 'c': 3 }
>>> a.items()
[('a', 1), ('c', 3), ('b', 2)]
>>> [(v,k) for (k,v) in a.iteritems()]
[(1, 'a'), (3, 'c'), (2, 'b')]
>>>
Source: Stackoverflow.com