Introduction:
Python is a popular programming language created by Guido van Rossum and released in the year 1991.
Python is a more powerful language that offers great tools for data crunching and preparation, as well as for complex scientific data analysis and modeling.
Python today has multiple implementations including Jython, scripted in Java language for Java Virtual Machine.
IronPython is the new variety that is written in C# for the Common Language Infrastructure, and the PyPy version is written in RPython and translated into C.
Most of the Python modules work on a community development model and are open-source and free.
Zip Function in Python:
The zip() function in Python is basically used to return a zip object.
The zip object is basically an iterator of tuples.
Here in the iterator the first item or value in each passed iterator is paired together, and then the second item in each passed iterator is paired together, etc.
During the process, if the passed iterators have different lengths, the iterator with the least items decides the length of the new iterator.
Syntax:
zip(iterator1, iterator2, iterator3 ...)
Note: Here the Iterator objects that will be joined together.
Example:
We can have the following example which shows how the zip function is being used in Python. Here it should be noted that If one tuple contains more items, these items are ignored.
a = ("John", "Charles", "Mike")
b = ("Jenny", "Christy", "Monica", "Vicky")
x = zip(a, b)
Zip in Python 3:
As you know Python released version 3.0 which is also called Python 3 in December 2008. Technically this version was mainly released in order to fix the major problems that are found in Python 2. As you know Python 3 was incompatible with Python 2 in many aspects. It is backward incompatible and Some features of Python 3 have been backported to Python 2. x versions to make the migration process easy in Python 3.
When we are going to consider the zip function utility Python 3 doesn’t have many differences in terms of syntax but yes in terms of values, it does have. Let us consider the following example which will let you know how the zip function is applied in Python3.
Syntax:
zip(*iterators)
Parameters:
Here the Python iterables or containers that we used to have are ( list, string, etc ).
Return Value :
It is used to return a single iterator object which is used to contains the mapped values from all the containers that are present.
Example:
# Python code to demonstrate the working of zip()
# initializing lists
name = [ "Manjeet", "Nikhil", "Shambhavi", "Astha" ]
roll_no = [ 4, 1, 3, 2 ]
marks = [ 40, 50, 60, 70 ]
# using zip() to map values
mapped = zip(name, roll_no, marks)
# converting values to print as set
mapped = set(mapped)
# printing resultant values
print ("The zipped result is : ",end="")
print (mapped)
Note: If we are going to compare with Python2 and Python3 then you will find the similarity in maximum cases.
Unzipping in Python:
Similar to zip() the Unzipping is also get implemented. The Unzipping operation in Python means we are going to convert the zipped values back to the individual self as they were initially before the zip() was applied. This is done with the help of “*” operator.
Let us consider the following example which will let you know how the unzipping will work. Here I am going to consider the same example that I have taken in the zip() implementation so that you can easily understand the zip() and unzip().
Example:
# Python code to demonstrate the working of unzipping
# First we need to initialize the lists
name = [ "Manjeet", "Nikhil", "Shambhavi", "Astha" ]
roll_no = [ 4, 1, 3, 2 ]
marks = [ 40, 50, 60, 70 ]
# using zip() to map values
mapped = zip(name, roll_no, marks)
# converting values to print as list
mapped = list(mapped)
# printing resultant values
print ("The zipped result is : ",end="")
print (mapped)
print("\n")
# unzipping values
namz, roll_noz, marksz = zip(*mapped)
print ("The unzipped result: \n",end="")
# printing initial lists
print ("The name list is : ",end="")
print (namz)
print ("The roll_no list is : ",end="")
print (roll_noz)
print ("The marks list is : ",end="")
print (marksz)
Note:
It should be noted that there are many possible applications present that can be said to be expected using Zip.
We have many relevant examples where we are going to apply such functionality in a wider range. For example, student databases scorecards, or any other utility that requires mapping of groups.
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