Updated functions and dictionaries script.
* Lists
*** Outline
***** Lists
***** Tuples
***** Arsenal Required
*** Script
Welcome friends.
In this tutorial we shall look at some special Data structures
supported by Python namely Lists and Tuples. We have already been
introduced to lists in some of the previous tutorials, here we
shall look at them in little more detail.
The list type is a container that holds a number of other
objects, in the given order. Lists allow you to add and
remove objects from the sequence.
First lets start the interpreter by typing ipython in terminal.
We create our first list by typing
num = [1, 2, 3, 4]
Items enclosed in square brackets separated by comma
constitutes a list.
One neat feature of Python list is that we can store data of any
type in them. We can have a list something like:
var = [1, 1.2, 'string']
print var
Similar to strings, we can concatenate two lists using '+'
operator
so num + var will return a new list with the contents of both
'num' and 'var' one after the other.
Let's look at what num contains now
print num
As you can see num is unchanged by the '+' operator.
We have already covered the append function in one of our previous
tutorials.
To add single object at the end of a list the 'append'
function is used
Let's now append -5 to it.
num.append(-5)
The contents of num have been changed now.
print num
append takes only one argument. And append behaves different
from + operator. While + returns a new list with two lists
added, append will simply add the entire object to the
end of the list:
num.append([9, 10, 11])
print num
It adds the entire list as one element and not separate elements.
In order to add separate elements we use the 'extend' function
Let's reinitialize num
num = [1, 4, -6]
num.extend([2, 8, 0])
print num
Let's now move on to see more functions available
with lists.
To reverse a list, we have the 'reverse' function.
Please note the order of the elements in num. Let's now do:
num.reverse()
Now after using reverse function, lets check the value of 'num'
print num
Please note, the reverse() function actually manipulated the list.
To remove a particular element from the list Python provides
the remove() function
num.remove(8)
if the given argument is present more than once in the list,
then the first occurrence of that element is removed from list.
The Slicing and Striding concepts which we covered for Arrays work
with lists as well. Lets revisit the concept by looking at some examples
a = [1, 2, 3, 4, 5]
print a[1:3] returns a list with second and third element of 'a'
One important feature of list indexing is the negative index. In
Lists -1 indicates last element of the list
print a[-1]
similarly -2 will be second last and so forth. Now these
negative indexes can also be used with slicing. If we try
print a[1:-1]
we get list which excludes first and last element of a.
and if we do not specify the start or the end index value the default
values are taken. The default values being the first element and the
last element.
print a[:3] will return a list from beginning upto the fourth element of a.
We can perform striding as well, by specifying the step size
print a[1:-1:2]
This gives second, fourth and so on items of a till we reach
last item of list.
print a[::2] will skip all the even placed elements of a
With step sizes, if we specify negative values we get some
interesting results. Lets try
print a[4:1:-1]
Here we begin at the 5th element and go upto the 2nd element in the
reverse order since step size is -1
print a[::-1]
This returns a slice with all the elements in 'a' reversed in order.
Here the negative step indicates that the start point has to be the
last element and the end point has to be the first element and the order
has to be reversed.
Let's now move on to other functionality
We can check for containership of elements within lists as well.
Let's look at the contents of num
print num
To check if the number 4 is present in the list we type
4 in num
True
Now let's move onto Tuples.
Python provides support for special immutable lists known as
'tuple' To create a tuple instead we use normal brackets '('
unlike '[' for lists.
t = (1, 2, 3, 4, 5, 6, 7, 8)
its elements can also be accessed using indexes just like lists.
print t[0] + t[3] + t[-1]
but operation like
t[4] = 7 are not allowed
These features of tuples have their advantages. To see where
are they used we first create two variables
a, b = 1, 6
print a, b
As you can see multiple variable assignments are possible using
tuples.
Now lets swap values their values. Normal approach would be
to create a temporary to hold the value but because of tuples
we can do something cool like
b, a = a, b
print a, b
and values are swapped. And this swapping works for all types
of variables. This is possible because of something magical
that Python does called as tuple packing and unpacking.
With this we come to the end of this tutorial on Lists and
tuples. In this tutorial we have learnt about initializing,
various list operations, slicing and striding. We learnt
about tuple initialization, packing and unpacking. In next
session we will cover more on Python supported data
structures. Thank you!
*** Notes