With most of the world being digitalized, It becomes somewhat necessary to know about AI and its parts, this problem can be resolved by a beautiful piece of a tool known as Python and python packages, now Python was designed in December 1989, Python’s creator was looking for a hobby project to keep him occupied in the week around Christmas. He was thinking of writing a new scripting language that’d be a descendant of ABC and something that can attract the hacking population. He chose to call it Python because he was inspired by a popular British troupe i.e., Monty python.
Python serves as a general-purpose, programming language that boasts an impressive library for data processing. Python’s best feature is its code readability which makes the language user-friendly and easier to use, the feature that makes python a reliable one is its simple syntax and shortcode length. Python as a language is an interpreted, object-focused, high-level language with semantics dynamic in nature. Its data structure combined with its dynamic typing make it very appealing to the programmers, as well as for the use as a glue language connecting existing components. Python emphasizes readability which then reduces the cost of the program maintenance. for more info about python https://techvins.com/blog/web-development-and-its-terms/
Python also includes some packages that every developer should learn,
these are the top 7 packages one must use to ace the python programming language
Networkx is a python language package used for the creation, manipulation, and study of dynamics, structure, and function of complex networks. It is mostly used to study complex networks that are represented in the form of graphs and nodes. This package gives us the ability to load and store complex networks and with the help of it generate many classic random networks.
Get the help from https://networkx.org/ and learn more about Networkx
Uses of Networkx
- A tool that can be used for the study of the structure and dynamics of social, infrastructure, and biological networks.
- A programming language with graph implementation that is suitable for many apps.
- It carries a development environment for multidisciplinary projects,
- Interface for existing code written in C, C++, and many more.
- It can work with nonstandard large data sets.
Python pip works as a manager for Python packages. One can use pip to install packages that do not come with Python. Pip, is used to manage and install packages. It connects to an online repository of public packages, called the Python Package Index and also. pythons standard library comes with a collection of built-in packages and functions which can be used by the programmer.
- install python packages
- OS independent
- written in python
- open source
- runs in terminal
Homebrew (brew) is a free and open-source package manager that allows installing apps and software in the mac operating system, depending on the user’s desire. It is known for its simplicity and effectiveness. Brew is there to help you shed some time from programming. Its famous description is “The missing package manager for macOS”.
In Homebrew, some dedicated formulae packages directly install it from its core public repository. In addition, there is the cask which is an extension that enriches the individual with more binary apps and software packages using the command line.
Benefits of Homebrew
- Install all kinds of software packages
- only applicable to macOS
- the primary language is Ruby and Git
- open source
- runs in terminal
A package of python, the pendulum is one of the most popular Python Datetime libraries that ease DateTime manipulation. Pendulum provides an API that is cleaner and easy to use. It simplifies the problem of complex Datetime problems involving timezones that are sometimes difficult to handle correctly in native DateTime instances.
It inherits from the standard library only but provides better functionality.
Pendulum module works as a drop-in replacement for the built-in Datetime module and supports timezones, provide a useful method to format and manipulate Datetime
Benefits associated with Pendulum
- Convert timezone
- Datetime manipulation
- easy to work when handling DateTime formatting
A python package responsible for providing fast, flexible, and expressive data structure developed to make “relational” or “Labeled” data easier to work with. It aims to be the fundamental building block for the practical application and real-world data analysis specific to python.
In addition to that, it also has the goal of becoming the most influential and flexible open-source data analytic tool available in any language.
Pandas is a dependency of statsmodels which evidently makes it an integral part of the statistical computing system in Python. The financial application uses it extensively for their statistical work.
Benefits associate with Pandas
- Surely Easy to handle
- Intelligent label-based slicing, indexing, and subsetting of data sets that are usually large.
- Moreover Flexible reshaping and pivoting of data sets.
it is a package for general-purpose array processing. NumPy provides a high-performance multidimensional array object. It also works as a fundamental package for scientific computing. NumPy brings the computational power of languages like C and Fortran to Python, a language much easier to learn and use, and along with this power comes simplicity which generally means that the solution in NumPy is often clear and elegant.
Benefits of NumPy
- Clearly deals with Quantum Computing
- Statistical Computing is undoubtedly easy to work for NumPy
- NumPy furthermore offers comprehensive mathematical functions, and random number generators, linear algebra routines
The one package responsible for making Requests,
Requests library or package is one integral part of python that is responsible for making an HTTP request, as the name suggests to a specified URL either REST API or web scrapping. Request is essential to process further with its packages.
Benefits of Requests Python
- python-requests automatically decodes the response into Unicode, which otherwise takes too much time
- It saves the content automatically, so one doesn’t have to worry about misplacing it.
- it furthermore offers automatic form-encoding and handles multiple-part file upload
Some more of the tools used with python for the web development process,
Indeed being one of the most used PostgreSQL database adapters for python. It also offers complete implementation of python API 2.0 specification and thread-safety. It consequently helps in designing multi-thread applications.
Bleach works as an allowed-list-based HTML sanitizing library that escapes or strips markup and attributes. In other words, it sanitizes text from untrusted sources.
A web developer should always be innovative with the technology and should also experiment with other packages available for the language.