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Web App Development Made Simple with Streamlit

You're reading from   Web App Development Made Simple with Streamlit A web developer's guide to effortless web app development, deployment, and scalability

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835086315
Length 350 pages
Edition 1st Edition
Languages
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Author (1):
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Rosario Moscato Rosario Moscato
Author Profile Icon Rosario Moscato
Rosario Moscato
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Table of Contents (23) Chapters Close

Preface 1. Part 1: Getting Started with Streamlit FREE CHAPTER
2. Chapter 1: Getting to Know Streamlit – A Brief Overview 3. Chapter 2: Setting Up the Python Coding Environment 4. Chapter 3: Exploring Streamlit’s Features and Functionality 5. Part 2: Building a Basic Web App for Essential Streamlit Skills
6. Chapter 4: Streamlit Essentials – Configuring the Environment, Managing Packages, and More 7. Chapter 5: Organizing and Displaying Content with Columns, Expanders, and NLP Techniques 8. Chapter 6: Implementing NLP Techniques for Text Analysis and Processing in Streamlit 9. Chapter 7: Sharing and Deploying Your Apps on the Cloud Using Streamlit Share 10. Part 3: Developing Advanced Skills with a Covid-19 Detection Tool
11. Chapter 8: Advanced Environment Setup and Package Management for Building an AI-Powered Web App 12. Chapter 9: Optimizing Streamlit Web App UX with Customization and UI Features 13. Chapter 10: Utilizing Pretrained Models to Create Specialized and Personalized Web Applications 14. Chapter 11: Deploying and Managing Complex Libraries on Streamlit Share 15. Part 4: Advanced Techniques for Secure and Customizable Web Applications
16. Chapter 12: Smart File Uploading – Advanced Techniques for Professional Web Applications 17. Chapter 13: Creating a Secure Login and Signup Process for Web Applications 18. Chapter 14: Customizing Pages, Personalizing Themes, and Implementing Multi-Pages 19. Chapter 15: Enhancing Web Apps with Forms, Session State, and Customizable Subdomains 20. Chapter 16: Takeaways and Conclusion 21. Index 22. Other Books You May Enjoy

Avoiding bad behavior

Bad behavior is any kind of missing, wrong, or incomplete action that produces a runtime problem during the deployment, where the result is the deployment task failing. For this reason, in this section, we will learn about the steps that are required to complete any deployment.

Creating a list of all the packages that were installed and used to develop the Python code

The first thing we need to run our web application is the list of all the packages that were installed and used to develop the Python code. As we know, there are several ways to get this list, but the easiest one is to use pipreqs. Let’s take a look:

  1. First of all, let’s install pipreqs by typing the following command in the Terminal:
    pipenv install pipreqs (simply "pip install pipreqs" if you are not using pipenv)
  2. Then, we can create the requirements.txt file with the following simple instruction:
    pipreqs ./covid

    Here, covid is the name of the directory containing...

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