Streamlit

Website

streamlit.io

Pricing URL

Official Streamlit Pricing

$ Details

Categories

#Developer Tools #Productivity #Content Creators #Application And Data

CodeIgniter

Website

codeigniter.com

Pricing URL

-

$ Details

Categories

#PHP Web Framework #Web Frameworks #Frameworks (Full Stack) #Developer Tools

Streamlit features and specs

• Ease of Use
  Streamlit's API is extremely intuitive and easy to learn, which makes it accessible for developers of varying experience levels. The simplicity allows for rapid development and less time spent on complex front-end coding.
• Interactive Widgets
  It provides a set of interactive widgets that make it simple to add complex functionalities like sliders, buttons, and file uploaders to your application with minimal code.
• Real-time Feedback
  Streamlit supports real-time data updates, allowing users to see changes instantly. This is particularly useful for data analysis and machine learning applications where live data visualization is crucial.
• Integration with Machine Learning Libraries
  Streamlit integrates seamlessly with popular machine learning libraries like TensorFlow, PyTorch, and scikit-learn, making it a great tool for showcasing machine learning models and results.
• Open Source
  Being an open-source project, Streamlit is free to use and comes with the support and contributions of an active community. This means continuous improvements and a wealth of shared resources.

Possible disadvantages of Streamlit

• Limited Customization
  Streamlit offers limited customization options compared to traditional web frameworks. This can be a hindrance if you need a highly customized UI/UX for your application.
• Performance Issues
  For more complex or resource-intensive applications, Streamlit may suffer from performance drawbacks. It is not designed for high-performance computing out of the box.
• Scalability
  Streamlit is not well-suited for large-scale applications requiring major backend architecture or for scenarios demanding high scalability and concurrency.
• Limited Widget Style Options
  The styling and customization options for widgets are somewhat limited, meaning your application's look and feel might be more constrained compared to using other front-end frameworks.
• Deployment Complexity
  While Streamlit provides some deployment options, deploying Streamlit apps in a production environment can sometimes require additional effort and knowledge, especially for those unfamiliar with web deployment practices.

CodeIgniter features and specs

• Performance
  CodeIgniter is known for its exceptional performance and fast execution, which is beneficial for applications requiring quick load times.
• Documentation
  CodeIgniter offers comprehensive and clear documentation, making it easier for developers to understand and use the framework effectively.
• Easy to Learn
  CodeIgniter's simple and straightforward syntax makes it relatively easy for beginners to learn and start developing applications quickly.
• Lightweight
  The framework is lightweight and does not impose many dependencies or require a specific server environment, providing flexibility to developers.
• Community Support
  CodeIgniter has a strong and active community, which means plenty of resources, forums, and add-ons are available for developers.
• Built-in Security Features
  CodeIgniter comes with built-in security features like XSS filtering and CSRF protection, helping developers to secure their applications with minimal effort.
• MVC Architecture
  The framework follows the Model-View-Controller (MVC) architecture, promoting clean code separation and better organization of the project.

Possible disadvantages of CodeIgniter

• Lack of Modern Features
  CodeIgniter does not include many modern features found in other frameworks, such as built-in ORM or out-of-the-box RESTful API support.
• Limited Modular Extensions
  It has fewer modular extensions compared to other frameworks like Laravel or Symfony, which can limit code reusability and scalability.
• Manual Routing
  Routing in CodeIgniter is somewhat manual and less intuitive compared to other frameworks that offer more automatic and flexible routing mechanisms.
• Outdated PHP Practices
  Some of the practices and conventions in CodeIgniter are considered outdated with respect to modern PHP development trends.
• No Built-in Authentication
  CodeIgniter does not come with a built-in authentication system, requiring developers to implement their own or use third-party libraries.
• Less Emphasis on Testing
  CodeIgniter has less built-in support and emphasis on unit testing compared to other frameworks like Laravel, making it harder to implement TDD or BDD.
• Lack of Native Composer Support
  The framework's native support for Composer, PHP's dependency manager, is not as robust as other modern frameworks, which can complicate dependency management.

My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

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