Streamlit
1 Introduction to Streamlit
1.1 What is Streamlit?
1.2 Why use Streamlit?
1.3 Setting up the environment
1.4 Creating your first Streamlit app
2 Basic Components
2.1 Text elements
2.1 1 Displaying text
2.1 2 Formatting text
2.2 Data display elements
2.2 1 Displaying data frames
2.2 2 Displaying tables
2.3 Input widgets
2.3 1 Text input
2.3 2 Number input
2.3 3 Date input
2.3 4 Dropdown selection
2.3 5 Slider
2.3 6 Checkbox
2.3 7 Radio buttons
2.3 8 Buttons
3 Advanced Components
3.1 Interactive widgets
3.1 1 Multiselect
3.1 2 File uploader
3.1 3 Color picker
3.2 Media elements
3.2 1 Displaying images
3.2 2 Displaying videos
3.2 3 Displaying audio
3.3 Chart elements
3.3 1 Line chart
3.3 2 Bar chart
3.3 3 Area chart
3.3 4 Scatter chart
3.3 5 Map chart
4 Layout and Styling
4.1 Layout components
4.1 1 Columns
4.1 2 Tabs
4.1 3 Expander
4.2 Styling elements
4.2 1 Custom CSS
4.2 2 Theming
4.2 3 Adding custom fonts
5 State Management
5.1 Session state
5.1 1 Managing state across reruns
5.1 2 Persisting state
5.2 Caching
5.2 1 Caching functions
5.2 2 Caching data
6 Deployment
6.1 Deploying to Streamlit Sharing
6.1 1 Setting up Streamlit Sharing
6.1 2 Deploying your app
6.2 Deploying to other platforms
6.2 1 Deploying to Heroku
6.2 2 Deploying to AWS
6.2 3 Deploying to Google Cloud
7 Best Practices
7.1 Writing clean and maintainable code
7.2 Optimizing performance
7.3 Handling errors and exceptions
7.4 Version control with Git
8 Advanced Topics
8.1 Integrating with other libraries
8.1 1 Integrating with Pandas
8.1 2 Integrating with Plotly
8.1 3 Integrating with TensorFlow
8.2 Building complex apps
8.2 1 Creating multi-page apps
8.2 2 Handling authentication
8.2 3 Building interactive dashboards
8.3 Custom components
8.3 1 Creating custom widgets
8.3 2 Extending Streamlit with custom components
9 Case Studies
9.1 Building a data exploration app
9.2 Building a machine learning model deployment app
9.3 Building a real-time data visualization app
7 4 Version Control with Git Explained

4 Version Control with Git Explained

Key Concepts

Version Control

Version control is a system that records changes to a file or set of files over time so that you can recall specific versions later. It allows multiple developers to work on the same project simultaneously without overwriting each other's work.

Git

Git is a distributed version control system that tracks changes in any set of files. It is designed to handle everything from small to very large projects with speed and efficiency. Git is widely used in software development and is essential for managing Streamlit projects.

Repository

A repository, or "repo," is a collection of files and their complete history of changes. It contains all the versions of the files and directories, along with the metadata about who made changes, when they were made, and why.

Commit

A commit is a snapshot of the changes made to the files in the repository. Each commit has a unique identifier and includes a message describing the changes. Commits allow you to track the history of your project and revert to previous states if necessary.

Branch

A branch is a parallel version of the repository. It allows you to work on different features or fixes without affecting the main codebase. Branches are useful for isolating changes and integrating them back into the main branch when they are complete.

Merge

Merging is the process of combining changes from different branches into one. After completing work on a branch, you can merge it back into the main branch to integrate your changes. Git handles the merge process automatically, but conflicts may arise if changes overlap.

Examples

Example 1: Initializing a Git Repository

git init
    

Example 2: Adding Files to the Staging Area

git add app.py requirements.txt
    

Example 3: Committing Changes

git commit -m "Initial commit of Streamlit app"
    

Example 4: Creating a New Branch

git branch feature-branch
    

Example 5: Switching to a Branch

git checkout feature-branch
    

Example 6: Merging Branches

git checkout main
git merge feature-branch
    

Analogies

Think of version control as a time machine for your project. Git is the device that allows you to travel back and forth through different versions of your code. A repository is like a journal that records every trip, while commits are the entries in that journal. Branches are like alternate timelines where you can experiment without affecting the main timeline, and merging is the process of reconciling those timelines back into one.

By mastering version control with Git, you can effectively manage your Streamlit projects, collaborate with others, and ensure that your codebase is always in a stable and functional state.