Advanced FastAPI Backend Architectures with SQLModel

Master advanced backend development with FastAPI and SQLModel, building robust, scalable, and efficient RESTful APIs.
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Introduction to Advanced FastAPI and SQLModel

Unit 1: Course Overview and FastAPI Refresher

Unit 2: Introduction to SQLModel

Unit 3: Setting Up Your Development Environment

SQLModel Fundamentals: Defining Models

Unit 1: Introduction to SQLModel Models

Unit 2: Field Types and Constraints

Unit 3: Basic CRUD Operations

Database Relationships with SQLModel

Unit 1: One-to-One Relationships

Unit 2: One-to-Many Relationships

Unit 3: Many-to-Many Relationships

Advanced SQLModel Features

Unit 1: Advanced Data Types in SQLModel

Unit 2: Custom Validation and Inheritance

Unit 3: Hybrid Properties and Advanced Techniques

FastAPI Dependency Injection

Unit 1: Dependency Injection Fundamentals

Unit 2: Practical Dependency Injection

Unit 3: Advanced DI Techniques

RESTful API Design Principles

Unit 1: RESTful API Fundamentals

Unit 2: Designing RESTful Endpoints

Unit 3: HTTP Status Codes & Error Handling

Unit 4: API Documentation with OpenAPI

Request Validation with Pydantic

Unit 1: Pydantic Basics for Validation

Unit 2: Request Body Validation in FastAPI

Unit 3: Advanced Pydantic Features

Data Serialization with Pydantic

Unit 1: Pydantic Serialization Fundamentals

Unit 2: Advanced Serialization Techniques

Unit 3: Pagination and Filtering

Unit 4: Handling Complex Scenarios

Database Interactions with SQLAlchemy Core

Unit 1: Introduction to SQLAlchemy Core

Unit 2: Executing Raw SQL Queries

Unit 3: Building Dynamic Queries

Unit 4: Connections and Transactions

Database Interactions with SQLAlchemy ORM

Unit 1: Introduction to SQLAlchemy ORM

Unit 2: CRUD Operations with SQLAlchemy ORM

Unit 3: Advanced SQLAlchemy ORM Features

Efficient Querying with SQLAlchemy

Unit 1: Indexing Strategies

Unit 2: SQLAlchemy Query Optimization

Unit 3: Advanced Query Techniques

Transaction Management

Unit 1: Introduction to Transactions

Unit 2: Implementing Transactions in FastAPI with SQLModel

Unit 3: Advanced Transaction Patterns

Connection Pooling

Unit 1: Understanding Connection Pooling

Unit 2: Configuring Connection Pooling with SQLAlchemy

Unit 3: Monitoring and Troubleshooting

Authentication with JWT

Unit 1: JWT Fundamentals

Unit 2: Implementing JWT in FastAPI

Unit 3: Securing Endpoints with JWT

Unit 4: Advanced JWT Topics

Authorization with OAuth2

Unit 1: OAuth2 Fundamentals

Unit 2: OAuth2 Implementation with FastAPI

Unit 3: OAuth2 Providers and User Roles

Securing FastAPI Endpoints

Unit 1: Understanding Web Security

Unit 2: Preventing Injection Attacks

Unit 3: Cross-Site Scripting (XSS) Prevention

Unit 4: Secure Communication and Rate Limiting

User Access Control with SQLModel

Unit 1: Introduction to User Access Control

Unit 2: Role-Based Access Control (RBAC)

Unit 3: Attribute-Based Access Control (ABAC)

Unit 4: Advanced UAC Integration

Application Structure: Layered Architecture

Unit 1: Understanding Layered Architecture

Unit 2: Implementing Layered Architecture in FastAPI

Unit 3: Advanced Layered Architecture Concepts

Application Structure: Hexagonal Architecture

Unit 1: Hexagonal Architecture: Core Concepts

Unit 2: Implementing Hexagonal Architecture in FastAPI

Unit 3: Advanced Concepts and Best Practices

Database Performance Optimization: Indexing

Unit 1: Indexing Fundamentals

Unit 2: Index Types and Strategies

Unit 3: Analyzing and Optimizing Indexes

Database Performance Optimization: Query Optimization

Unit 1: Query Optimization Fundamentals

Unit 2: Query Rewriting Techniques

Unit 3: Query Hints and Performance Monitoring

Caching Techniques

Unit 1: Introduction to Caching

Unit 2: In-Memory Caching

Unit 3: HTTP Caching

Unit 4: Advanced Caching Techniques

Asynchronous Database Operations

Unit 1: Async Fundamentals

Unit 2: Async SQLAlchemy

Unit 3: FastAPI and Async

Alembic Migrations: Setting Up

Unit 1: Alembic Setup and Configuration

Unit 2: Database Connection and Configuration

Unit 3: Initializing and Customizing Alembic

Alembic Migrations: Creating Migrations

Unit 1: Generating Basic Migrations

Unit 2: Advanced Migration Techniques

Unit 3: Automated Migration Generation

Alembic Migrations: Applying Migrations

Unit 1: Basic Migration Application

Unit 2: Advanced Migration Application

Unit 3: Resolving Migration Conflicts

Alembic Migrations: Branching and Merging

Unit 1: Understanding Alembic Branching

Unit 2: Merging Alembic Branches

Unit 3: Alembic Stamp Command

Testing FastAPI Applications: Unit Tests

Unit 1: Setting Up Your Testing Environment

Unit 2: Testing FastAPI Endpoints

Unit 3: Mocking Dependencies

Unit 4: Advanced Testing Techniques

Testing FastAPI Applications: Integration Tests

Unit 1: Setting Up Integration Tests

Unit 2: Writing Integration Tests

Unit 3: Advanced Integration Testing

Testing FastAPI Applications: End-to-End Tests

Unit 1: End-to-End Testing Fundamentals

Unit 2: Writing End-to-End Tests

Unit 3: Advanced E2E Testing Techniques

Testing Database Interactions with SQLModel

Unit 1: Setting Up Testing Environment

Unit 2: Unit Testing SQLModel Models

Unit 3: Integration Testing FastAPI Endpoints

Unit 4: Advanced Testing Techniques

Continuous Integration and Continuous Deployment (CI/CD)

Unit 1: CI/CD Fundamentals

Unit 2: Setting up CI/CD with GitHub Actions

Unit 3: Deployment Strategies

Monitoring and Logging

Unit 1: Introduction to Monitoring and Logging

Unit 2: Advanced Logging with Structlog

Unit 3: Monitoring with Prometheus and Grafana

Unit 4: Log Aggregation and Analysis

Scaling FastAPI Applications

Unit 1: Introduction to Scaling FastAPI

Unit 2: Horizontal Scaling

Unit 3: Database Scaling

Unit 4: Caching Strategies

Deploying FastAPI Applications to Production

Unit 1: Preparing for Production

Unit 2: Web Server Configuration

Unit 3: Process Management and Deployment

Advanced API Design Patterns

Unit 1: HATEOAS with FastAPI

Unit 2: Implementing HATEOAS

Unit 3: GraphQL Integration

Unit 4: GraphQL Implementation

Real-time Communication with WebSockets

Unit 1: Introduction to WebSockets with FastAPI

Unit 2: Handling WebSocket Connections and Messages

Unit 3: Building Real-time Applications

Background Tasks and Task Queues

Unit 1: FastAPI Background Tasks

Unit 2: Introduction to Task Queues

Unit 3: Advanced Task Queue Concepts

Microservices Architecture with FastAPI and SQLModel

Unit 1: Microservices Fundamentals

Unit 2: Building Microservices with FastAPI and SQLModel

Unit 3: Inter-Service Communication and Orchestration

Course Conclusion and Next Steps

Unit 1: Course Review and Best Practices

Unit 2: Further Learning and Real-World Applications

Unit 3: Resources and Community