Book Image

Web App Development Made Simple with Streamlit

By : Rosario Moscato
Book Image

Web App Development Made Simple with Streamlit

By: Rosario Moscato

Overview of this book

This book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you’ll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit's central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages. Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You’ll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques. By the end of this book, you’ll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud.
Table of Contents (23 chapters)
Free Chapter
1
Part 1: Getting Started with Streamlit
5
Part 2: Building a Basic Web App for Essential Streamlit Skills
10
Part 3: Developing Advanced Skills with a Covid-19 Detection Tool
15
Part 4: Advanced Techniques for Secure and Customizable Web Applications

Creating a suitable file uploader for web apps

As you can imagine, this time, we are not using the radio button. Instead, we are directly uploading the files. So, referring to Figure 12.7, let’s comment all the code between lines 11 and 31.

Immediately in the subheading, on line 10, we can add file_uploader, this time including all three types:

raw_text_file = st.file_uploader('Upload File', type=['txt', 'docx', 'pdf'])

When we try to upload the file from the browser, this time in our directory, we will see all three types of files and be able to select one of them.

As we did on line 15 in the code presented in Figure 12.5, we can check that the file is not null by writing the following:

if raw_text_file is not None:

After this if clause, we must get the details of the file. We need these details to understand which type of file we selected and how to manage it. By using the raw_file_text variable, which contains the file...