Python | Initializing dictionary with empty lists
In python one usually comes across situations in which one has to use dictionary for storing the lists. But in those cases, one usually checks for first element and then creates a list corresponding to key when it comes. But its always wanted a method to initialize the dict. keys with list. Let’s discuss certain ways to achieve this particular task.
Method #1 : Using Dictionary comprehension
This is most sought of method to do this initialization. In this method, we create the no. of keys we require and then initialize the empty list as we keep on creating the keys, so as to facilitate the append operation afterwards without an error.
# Python3 code to demonstrate # to initialize dictionary with list # using dictionary comprehension # using dictionary comprehension to constructnew_dict = {new_list: [] for new_list in range(4)} # printing resultprint ("New dictionary with empty lists as keys : " + str(new_dict)) |
Output :
New dictionary with empty lists as keys : {0: [], 1: [], 2: [], 3: []}
Method #2 : Using fromkeys()
fromkeys() can be used to perform this by specifying the additional empty list as argument and the range of elements which need to be the key of dictionary being made.
# Python3 code to demonstrate # to initialize dictionary with list # using fromkeys() # using fromkeys() to constructnew_dict = dict.fromkeys(range(4), []) # printing resultprint ("New dictionary with empty lists as keys : " + str(new_dict)) |
Output :
New dictionary with empty lists as keys : {0: [], 1: [], 2: [], 3: []}
Method #3 : Using defaultdict
This is most pythonic way and error free way to use any key without initialization of its value, it has to be told the type of default container of all its keys and then evaluates the operations and structures accordingly.
# Python3 code to demonstrate # to initialize dictionary with list # using defaultdictfrom collections import defaultdict # initializing dict with listsnew_dict = defaultdict(list) # performing append# shows no errornew_dict[0].append('GeeksforGeeks') # printing resultprint ("New dictionary created : " + str(dict(new_dict))) |
Output :
New dictionary created : {0: ['GeeksforGeeks']}
Method #4 : Using setdefault
setdefault() can be used to perform this by specifying key-value pairs within a comprehension. This method obviates the need to import a module as is required in Method #3.
# Python3 code to demonstrate # to initialize dictionary with list # using setdefault # initializing dict with listsnew_dict = {}[new_dict.setdefault(x, []) for x in range(4)] # performing append# shows no errornew_dict[0].append('GeeksforGeeks') # printing resultprint ("New dictionary created : " + str(dict(new_dict))) |
Output :
New dictionary created : {0: ['GeeksforGeeks'], 1: [], 2: [], 3: []}
Method #5 : Using built-ins: dict and zip
The built-in functions dict, zip in conjunction with list comprehension can achieve the desired result.
# Python3 code to demonstrate # use of dict() and zip() built-ins to demonstrate# initializing dictionary with list keys = range(4)new_dict = dict(zip(keys, ([] for _ in keys))) print(new_dict)# performing append# shows no errornew_dict[0].append('GeeksforGeeks') # printing resultprint ("New dictionary created : " + str(dict(new_dict))) |
Output :
New dictionary created : {0: ['GeeksforGeeks'], 1: [], 2: [], 3
Last Updated on November 11, 2021 by admin