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Streamlit VS BeeWare

Compare Streamlit VS BeeWare and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Streamlit logo Streamlit

Turn python scripts into beautiful ML tools

BeeWare logo BeeWare

Write your apps in Python and release them on iOS, Android, Windows, MacOS, Linux, Web, and tvOS...
  • Streamlit Landing page
    Landing page //
    2023-10-07
  • BeeWare Landing page
    Landing page //
    2023-04-13

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.

BeeWare features and specs

  • Cross-Platform Development
    BeeWare allows developers to write applications in Python and deploy them across multiple platforms, including iOS, Android, Windows, macOS, Linux, and Web, without needing to change the codebase.
  • Python Language
    Since BeeWare uses Python, it benefits from Python's simplicity, readability, and large community support, making it an attractive choice for developers already familiar with the language.
  • Native User Interfaces
    BeeWare aims to provide a native look and feel for applications, ensuring that apps look and behave as expected on each platform, which can enhance user experience.
  • Open Source Community
    BeeWare is an open-source project, encouraging community contributions and collaboration, which can lead to continuous improvements and a diverse pool of resources and support.

Possible disadvantages of BeeWare

  • Maturity and Stability
    BeeWare is still considered less mature compared to other cross-platform frameworks like React Native or Flutter, which means it might face stability issues or lack some advanced features.
  • Limited Documentation
    Compared to more established frameworks, BeeWare may have more limited documentation and fewer learning resources, potentially posing challenges for new developers.
  • Performance Concerns
    Applications built with BeeWare might not match the performance of apps built natively or with other optimized frameworks, particularly for complex or resource-intensive applications.
  • Community Size
    Although growing, BeeWare's community is smaller than other major frameworks, possibly leading to fewer third-party libraries, extensions, and slower issue resolution.

Analysis of Streamlit

Overall verdict

  • Overall, Streamlit is well-regarded for its ease of use, speed of development, and ability to create clean and professional-looking applications without in-depth web development knowledge. It provides a seamless bridge between complex data analysis and user-friendly presentation, which can be highly beneficial for a wide range of use cases.

Why this product is good

  • Streamlit is a popular choice for quickly building and deploying data applications and interactive dashboards with minimal code. It is designed to be user-friendly, allowing data scientists and engineers to transform their scripts into shareable web apps. It supports real-time updates, is highly customizable, and integrates well with Python libraries like NumPy, Pandas, and Matplotlib, making it an attractive option for many developers working within the Python ecosystem.

Recommended for

    Streamlit is ideal for data scientists, analysts, and developers looking to rapidly prototype and deploy data-driven applications. It is recommended for those who prioritize simplicity, quick deployment, and seamless integration with Python code. Individuals or teams interested in building dashboards, ML model sharing platforms, or interactive reports will find Streamlit particularly useful.

Streamlit videos

+ Add

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

More videos:

  • Review - 1/4: What is Streamlit
  • Tutorial - How to Build a Streamlit App (Beginner level Streamlit tutorial) - Part 1

BeeWare videos

+ Add

Russell Keith-Magee - Building a cross-platform native app with BeeWare - PyCon 2018

Category Popularity

0-100% (relative to Streamlit and BeeWare)

Streamlit

BeeWare

Developer Tools
82 82%
Developer Tools
18% 18
Rapid Application Development
0 0%
Rapid Application Development
100% 100
Productivity
100 100%
Productivity
0% 0
AI
100 100%
AI
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Streamlit and BeeWare

Streamlit Reviews

We have no reviews of Streamlit yet.
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BeeWare Reviews

The best Python frameworks for mobile development and how to use them
Less Supported Features: Google and Apple will always promote their native tooling first over alternatives. Users of non-native frameworks will be limited by whatever the most recent version of (for example) Kivy/BeeWare have implemented. You will need to be on top of the current issue list and the limitations of the current version in order to resolve any issues youโ€™re...
Source: www.activestate.com
Top 8 Python Tools For App Development
About: BeeWare is a collection of tools and libraries for developing and distributing native applications in Python. The suite of tools and libraries works together to help a developer write cross-platform native GUI Python applications.
Source: analyticsindiamag.com

Social recommendations and mentions

Based on our record, Streamlit should be more popular than BeeWare. It has been mentiond 219 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Streamlit mentions (219)

  • Adding Authentication and SSO to a Streamlit App
    Streamlit makes it simple to turn Python scripts into shareable data apps. As these apps move from personal notebooks to team and company use, adding secure authentication and single sign-on (SSO) becomes essential. Authentication protects sensitive data and gates features by user identity. SSO lets people sign in once and move across apps without repeating logins. - Source: dev.to / 4 months ago
  • How I trained a computer vision model on the AWS Free Tier
    The app I built to explore that question is a Streamlit app with two modes. Standard mode sends your image to the DetectLabels API and checks if it returns "Egg" or "Easter Egg" in the labels. Custom Labels mode uses a custom model I trained on my own images. Both draw bounding boxes around any eggs they find. - Source: dev.to / 5 months ago
  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Once you've completed your analysis, consider building a dashboard to visualize your findings. Tools like Streamlit make it easy to create interactive web apps:. - Source: dev.to / 5 months ago
  • [TIL][Python] Python Tool for Online PDF Viewing, Comparison, and Data Import
    Title: [TIL][Python] Online PDF Page-by-Page Viewing and Comparison Tool for Importing Data (Python online PDF Viewer and comparison) and Python Snippets Published: false Date: 2023-08-04 00:00:00 UTC Tags: Canonical_url: http://www.evanlin.com/til-python-tips/ --- ## Small Project: Online PDF Viewer and Parse Data compare: -... - Source: dev.to / about 3 years ago
  • Experimenting with Javelit - The Streamlit for Java
    Javelit brings the power of rapid prototyping and interactive web app development to the Java ecosystem, much like Streamlit does for Python. With its simple, loop-based programming model, developers can quickly build data-driven applications without needing extensive frontend knowledge, leveraging familiar Java syntax and the rich JVM ecosystem. The live-reload feature enables instant experimentation and... - Source: dev.to / 8 months ago
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BeeWare mentions (29)

  • Plain โ€“ a web framework for building products with Python
    There are some things available, and people are working on it. Coincidentally, one of those people is Russell Keith-Magee of Django fame, who founded the BeeWare project. https://beeware.org/ https://beeware.org/about/team/freakboy3742/ https://kivy.org/. - Source: Hacker News / over 1 year ago
  • Ask HN: Best framework to build a GUI app in Python for windows and macOS?
    I think the best one right now for python is "beeware": https://beeware.org/ You also have Kivy which is prety good: https://kivy.org/. - Source: Hacker News / over 2 years ago
  • Tkinter Designer: Quickly Turn Figma Design to Python Tkinter GUI
    Neat! I can see this being a useful way to build quick demos from a Figma design. If I follow correctly, it's building the whole UI from images from the Figma file, so isn't using any native OS styling. Thats fine for demos and some simple apps. It would interesting if it was possible to combine this with BeeWhare [0] for mobile UIs, none native style much more forgiving on mobile. 0: https://beeware.org. - Source: Hacker News / about 3 years ago
  • Python GUIs
    A interesting option I havenโ€™t seen mentioned here is Beeware, which describes the project with this summary: โ€œWrite your apps in Python and release them on iOS, Android, Windows, MacOS, Linux, Web, and tvOS using rich, native user interfaces. Multiple apps, one codebase, with a fully native user experience on every platform.โ€ Source: . - Source: Hacker News / about 3 years ago
  • Is there a way to use turn a project into a single executable file that doesn't require anyone to do anything like install Python before using it?
    There's one other option though: BeeWare, a project supported by Anaconda. I've not used it yet, but it looks promising and the docs are solid. It claims to support shipping your app as a binary for Linux, Mac, Windows, and Android. Source: over 3 years ago
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What are some alternatives?

When comparing Streamlit and BeeWare, you can also consider the following products

Anvil.works - Build seriously powerful web apps with all the flexibility of Python. No web development experience required.

Kivy - Open source Python framework for rapid development of applications that make use of innovative user interfaces, such as multi-touch apps. Installation on WindowsInstallation on Windows. Installation; What are wheels .

FastAPI - FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

PyQt - Riverbank | Software | PyQt | What is PyQt?

Gradio - Build & share machine learning apps delightfully.

Tkinter - Tkinter is a Python wrapper for Tcl/Tk that offers classes to create various graphical user interfaces.

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