Web Application Development with Streamlit: Develop and Deploy Secure and Scalable Web Applications to the Cloud Using a Pure Python Framework (Paperback)

Part I: Introduction to Streamlit

1 Getting Started with Streamlit

1.1 Why Streamlit?

1.2 How Streamlit Works

1.3 Firing it up

 

2 Streamlit Basics

2.1 The Streamlit API

2.2 Creating a basic app

 

Part II: Developing Advanced Interfaces and Applications

3 Architecting Streamlit’s Front-end Design

3.1 Designing the application 

3.2 Provisioning multi-page applications

3.3 Data wrangling 

 

4 Graphing in Depth

4.1 Visualization stack

4.2 Exploring Plotly data visualizations

Part III: Interfacing with Database and Back-end Systems

5 Database Integration

5.1 Relational Databases

5.2 Non-relational databases

 

6 Back-end Servers

6.1 The need for back-end servers

6.2 Front-end/ Back-end Communication

6.3 Working with JSON files

6.4 Provisioning a back-end server

6.5 Multi-threading and multi-processing request

6.6 Connecting Streamlit to a Back-end Server

 

Part IV: Enforcing Application Security and Privacy

7 Session State

7.1 Introducing session IDs

7.2 Implementing session state persistently

7.3 Recording user insights

7.4 Implementing session state natively

7.5 Cookies management

8 Authentication and Application Security

8.1 Developing user accounts

8.2 Verifying user credentials

8.3 Secrets management

8.4 Anti-SQL injection measures with SQL Alchemy

8.5 Configuring Git Ignore variables

 

Part V: Deploying Streamlit to the Cloud

9 Persistent Deployment

9.1 Deployment to Streamlit Sharing

9.2 Deployment to Linux

9.3 Deployment to Windows Server

 

10 Exposing Local Streamlit to the World Wide Web

10.1 Port forwarding over network gateway

10.2 Reverse Port Forwarding using NGROK

 

Part VI: Streamlit Custom Components

11 Building Streamlit components with React.js

11.1 Introduction to Streamlit custom components

11.2 Using React.js to create custom HTML components

11.3 Deploying components as a Pip package

 

12 Extra-Streamlit-Components Package

12.1 Stepper bar

12.2 Splash screen . .

12.3 Tab bar

12.4 Cookie Manager

 

Part VII: Streamlit Case Studies

13 General Use Cases

13.1 Data science & machine learning applications

13.2 Dashboards and real-time applications

13.3 Time-series applications

13.4 Advanced application development

 

14 Steamlit at Work

14.1 Iberdrola Renewables

14.2 DummyLearn.com

Abdou, Mohamed (지은이)    정보 더보기

Mohammad Khorasani (지은이)    정보 더보기

Javier Hernandez Fernandez (지은이)    정보 더보기

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