Marine for Taipy

Posted on Jan 22

Web frameworks📊: Your 🐍Python Picks

#python #programming #frontend #webap

TL;DR

Python’s web framework landscape is diverse and keeps on expanding.
Let’s focus on 10 libraries and understand their strengths and weaknesses.

1- Taipy

🌟 Advantages:

User-friendliness: Taipy is a Python library that creates production-grade applications with minimal coding
Full-stack capabilities: Taipy has both front-end and back-end functionalities, simplifying complex interface development
Geared towards Data science: Notebook compatible & easy integration with Machine learning platforms (Dataiku, Databricks, etc.…)
Asynchronous mode: ideal for handling high-load applications

⚠️ Disadvantage:

Emerging Community: still growing, with fewer resources and a smaller community compared to established libraries

Star ⭐ the Taipy repository

Your support means a lot🌱, and really helps us in so many ways, like writing articles! 🙏

2- Dash

🌟Advantages:

Integration with Plotly: creates interactive and data-driven dashboards with a plethora of graph options and customization
Python-centric workflow

⚠️ Disadvantage:

Learning curve: understanding the callback and layout concepts can be challenging for beginners

3- Django

🌟 Advantages:

Scalable and versatile: good for large-scale projects thanks to its robustness and flexibility
Rich ecosystem: various integrations with third-party apps and plugins
Strong Community: active and prosperous user base

⚠️ Disadvantages:

Suitability for more minor projects: complex for more minor use cases
Learning Curve: completeness of the library makes the time to master high

4- Fast API

🌟 Advantages:

High Performance: Fast API focuses on speed and efficiency
Asynchronous mode: suitable for high-load applications

⚠️ Disadvantages:

Less established: fewer resources relative to more stable competitors (i.e., Flask or Django)
Complexity: some concepts (asynchronous mode) can be challenging for beginners to apprehend

5- Streamlit

🌟 Advantages:

User-friendly interface: simplifies the design and creation of web applications
Fast prototyping: suitable for quick development

⚠️ Disadvantages:

Limited use cases: not suitable for complex, production-ready applications
Customization limitations: offers less customization due to low-code structure

6- Flask

🌟 Advantages:

Use Case flexibility: suitable for designing small to medium applications
Rich extensions: a wide variety of plug-ins
Beginner-friendly: easy learning curve for moderate coders

⚠️ Disadvantage:

Scalability limits: not the most scalable option for large and complex applications

7- Bottle

🌟 Advantages:

Minimalist Approach: Bottle is a lightweight framework, suitable for beginners
Fast development: simple and quick to create prototypes
Lightweight: suitable for straightforward web application use cases

⚠️ Disadvantages:

Limited features: not suitable for complex applications
Smaller community: the community is smaller, with fewer resources

8- Pyramid

🌟 Advantages:

High Customization: customization through templates and database integration
Rich Extension Ecosystem

⚠️ Disadvantages:

Steep learning curve
Smaller user base: a smaller library means a smaller community and fewer resources

9- Falcon

🌟 Advantages:

Performance-oriented
Control and customization: minimalist design makes flexible user control

⚠️ Disadvantages:

Not beginner friendly: can be challenging for new Pythonistas.
Less suitable for full-fledged applications

10- CherryPy

🌟 Advantages:

Simplicity: good option for smaller objects through simple API
Extensive plug-ins: various extensions and plug-ins

⚠️ Disadvantages:

Lower popularity: less popular
Smaller community support

Conclusion:

Choosing a framework to build your web applications depends on various requirements like the complexity of the projects or the developers' coding level.
By understanding the strengths and weaknesses of these 10 libraries, developers can facilitate their decision-making on which framework to go for.