Python knows a number of compound data types, used to group together other values. The most versatile is the list, which can be written as a list of comma-separated values (items) between square brackets. Lists might contain items of different types, but usually the items all have the same type.
squares = [1, 4, 9, 16, 25]
print(squares)
[1, 4, 9, 16, 25]
Creating and Initialising Lists
We can inialise a list in the following ways:
By enclosing elements in [ ].
Using other Lists
List comprehension
Using built-in object
# Using []
list1 = [1, 2, 3]
print (list1)
# Using other list
list2 = list1[:]
print( list2)
# List Comprehension
n = 5
list3 = range(5)
print (list3)
# Using built-in object
list4 = list() # This method creates an empty list
print( list4)
[1, 2, 3]
[1, 2, 3]
[0, 1, 2, 3, 4]
[]
Indexing
Lists can be indexed (subscripted), with the first element having index 0:
squares = [1, 4, 9, 16, 25]
print( squares[0]) # element in position 0
print( squares[4]) # element in position 5
1
25
Indices may also be negative numbers, to start counting from the right:
squares = [1, 4, 9, 16, 25]
print(squares[-1]) # last element
print(squares[-2]) # second-last element
25
16
Slicing
Syntax of list slicing is lst[start : stop : steps].
which means that slicing will start from index start will go up to stop in step of steps.
Default value of start is 0, stop is last index of list and for step it is 1.
# Let us first create a list to demonstrate slicing
# lst contains all number from 1 to 10
lst = range(1, 11)
print( lst)
# below list has numbers from 2 to 5
lst1_5 = lst[1 : 5]
print( lst1_5)
# below list has numbers from 6 to 8
lst5_8 = lst[5 : 8]
print( lst5_8)
# below list has numbers from 2 to 10
lst1_ = lst[1 : ]
print( lst1_) #notice the underscore
# below list has numbers from 1 to 5
lst_5 = lst[: 5]
print( lst_5)
# below list has numbers from 2 to 8 in step 2
lst1_8_2 = lst[1 : 8 : 2]
print (lst1_8_2)
# below list has numbers from 10 to 1
lst_rev = lst[ : : -1]
print (lst_rev)
# below list has numbers from 10 to 6 in step 2
lst_rev_9_5_2 = lst[9 : 4 : -2]
print (lst_rev_9_5_2)
Traversing a list means accessing all the elements of the list one after the other by using the subscript. A list can be traversed using a 'for' loop or a 'while' loop.
squares = [1, 4, 9, 16, 25]
# Traversal using for loop
for i in range(len(squares)):
print( squares[i])
print('')
# Traversal using while loop
i = 0
while i < len(squares):
print( squares[i])
i = i + 1
1
4
9
16
25
1
4
9
16
25
Appending elements to a list
Appending a list is adding more element(s) at the end of the list. To add new elements at the end of the list, Python provides a method append().
Unlike strings, which are immutable, lists are a mutable type, i.e. it is possible to change their content:
cubes = [1, 8, 27, 65, 125] # something's wrong here
# the cube of 4 is 64, not 65!
cubes[3] = 64 # replace the wrong value
print( cubes)
[1, 8, 27, 64, 125]
Concatenation(+) And Repetitions(*)
As lists are sequences, they support many operations of strings. For example, operator + & * results in concatenation & repetition of lists. Use of these operators generate a new list.
It is possible to delete/remove element(s) from the list. There are many ways of doing so:
If index is known, we can use pop ( ) or del.
If the element is known, not the index, remove ( ) can be used.
To remove more than one element, del ( ) with list slice can be used.
Using assignment operator.
list.pop([i])
Remove the item at the given position in the list, and return it. If no index is specified, a.pop() removes and returns the last item in the list.
lst = [-1, 1, 66.25, 333, 333, 1234.5]
print (lst.pop(2)) # Removes element in the second position and returns it
print (lst)
print (lst.pop()) # By default it removes and returns the last element
print (lst)
Remove the first item from the list whose value is x. It is an error if there is no such item.
lst = [-1, 1, 66.25, 333, 333, 1234.5]
lst.remove(333) # Removes the first occurrence of 333
print( lst)
[-1, 1, 66.25, 333, 1234.5]
The del statement
There is a way to remove an item from a list given its index instead of its value: the del statement. This differs from the pop() method which returns a value. The del statement can also be used to remove slices from a list or clear the entire list (which we did earlier by assignment of an empty list to the slice). For example:
a = [-1, 1, 66.25, 333, 333, 1234.5]
del a[0]
print( a)
del a[2:4]
print( a)
del a[:]
print( a)
A slice can be equated to an empty list which implicitly deletes the slice:
a = [-1, 1, 66.25, 333, 333, 1234.5]
a[2:4] = [] # deletes elements of the slice
print( a)
[-1, 1, 333, 1234.5]
Other list methods
list.insert(i, x)
Insert an item at a given position. The first argument is the index of the element before which to insert, so a.insert(0, x) inserts at the front of the list, and a.insert(len(a), x) is equivalent to a.append(x).
squares = [1, 4, 16, 25]
squares.insert(2,9) # inserts 9 in the index 2
print( squares)
[1, 4, 9, 16, 25]
list.reverse()
Reverse the elements of the list, in place.
a = [66.25, -1, 333, 1, 1234.5, 333]
a.reverse()
print( a)
[333, 1234.5, 1, 333, -1, 66.25]
list.sort(key=None, reverse=False)
Sort the items of the list in place (the arguments can be used for sort customization).
# A function that returns the length of the value:
def myFunc(e):
return len(e)
cars = ['Ford', 'BMWX', 'Volvo']
#cars.sort() # sorts alphabetically
#print cars
#cars.sort(reverse=True) # sorts in the reverse order of alphabets
#print cars
cars.sort(key=myFunc) # sort the list by the length of the values
print( cars)
cars.sort(key=myFunc, reverse=True) # sort the list by the length of the values and reversed
print( cars)
cars.sort(reverse = True, key = myFunc) # sort the list by the length of the values and reversed
print( cars)
sorted() function also behaves in similar manner except for it produce a new sorted list, so original is not changed.
# A function that returns the length of the value:
def myFunc(e):
return len(e)
cars = ['Ford', 'BMW', 'Volvo']
print (sorted(cars)) # sorts alphabetically
print (sorted(cars, reverse=True)) # sorts in the reverse order of alphabets
print (cars)
print (sorted(cars, key=myFunc)) # sort the list by the length of the values
print (sorted(cars, key=myFunc, reverse=True)) # sort the list by the length of the values and reversed
