|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/try-fastapi-api-test-driven-development/
课程评论：没有评论
课程名称: 尝试 FastAPI 测试驱动开发 课程概述: 本课程旨在教授如何使用 FastAPI 这一强大的 Python 框架，通过测试驱动开发（TDD）的方法创建稳健且经过充分测试的 API。学员将学会如何搭建开发环境，实施数据库管理，进行单元测试和集成测试，确保所开发的 API 安全且可扩展。 课程内容包括： 1. **设置开发环境**：安装和配置 FastAPI、Docker 以及必需的 Python 库，建立项目结构并管理依赖。 2. **掌握数据库管理**：使用 Docker 进行容器化部署，配置 PostgreSQL 数据库，使用 Python-dotenv 处理安全的环境变量，以及通过 SQLAlchemy 进行数据库交互。 3. **测试驱动开发（TDD）与 Pytest**：学习测试数据库工作流程，安装和配置 Pytest，自动化数据库的创建与删除，并使用 Pytest 的标记提高测试发现与组织效率。 4. **数据库构建与结构性测试**：理解实体关系图（ERDs），编写详细测试计划并实施单元测试，以验证数据库架构的表存在性、列、约束和关系。 5. **FastAPI 端点开发与单元测试**：掌握 FastAPI 的错误日志处理，使用 Pydantic 进行数据验证，开发全面的单元测试以测试 API 端点的各项功能，包括数据的创建、检索、更新及删除等。 6. **FastAPI 端点开发与集成测试**：进行集成测试以验证 API 与数据库之间的交互，建立强大的集成测试环境，开发 CRUD 操作的集成测试，并调整测试策略以适应未来端点。 7. **测试覆盖率与手动测试**：分析代码覆盖率，确保代码的大部分内容经过测试，以及使用 FastAPI 文档进行额外验证的手动测试技巧。 完成本课程后，学员将能够构建生产就绪、经过良好测试的 API，实施 TDD 原则编写清晰且可维护的代码，有效管理 API 内部的数据库和数据交互，并制定稳健的测试策略以确保 API 的功能性和可靠性。 本课程特别适合已有一定 Python 经验，想要构建现代化、可扩展 API 的开发者。加入我们，解锁 FastAPI 和测试驱动开发的强大功能吧！
Try FastAPI API Test Driven Development 2024Udemy Business Users:This course requires you to download software Python from the official python website and Docker Desktop from official docker website. If you are a Udemy Business user, please check with your employer before downloading software.Towards Building Secure and Scalable APIs with FastAPI and Test-Driven DevelopmentThis comprehensive course equips you with the skills to create robust and well-tested APIs using FastAPI, a powerful Python framework. Leveraging the Test-Driven Development (TDD) approach, you'll gain a solid foundation for building APIs with confidence.What You'll Learn:Set Up Your Development Environment:Install and configure FastAPI, Docker, and essential Python libraries.Establish project structure and best practices for managing dependencies.Implement linting and formatting tools for clean and maintainable code.Master Database Management:Grasp the power of Docker for containerization and simplified database deployment.Learn to configure and manage PostgreSQL databases.Leverage Python-dotenv for secure environment variable handling.Work with SQLAlchemy for efficient database interactions.Implement Alembic for streamlined database migrations.Test-Driven Development with Pytest:Understand the test database workflow for effective testing.Install and configure Pytest, the industry-standard testing framework.Automate database creation and removal for streamlined testing.Employ Pytest marks for efficient test discovery and organization.Database Build and Structural Testing:Gain a comprehensive understanding of Entity-Relationship Diagrams (ERDs) for data modeling.Write detailed test plans for thorough structural testing of your database schema.Implement unit tests to validate table existence, columns, constraints, and relationships.FastAPI Endpoint Development and Unit Testing:Explore FastAPI error logging for debugging.Master Pydantic schemas for data validation and serialization/deserialization.Develop comprehensive unit tests for various functionalities of your API endpoints.Cover creating, retrieving, updating, and deleting data with unit tests.Learn to handle exceptions gracefully within your API endpoints.FastAPI Endpoint Development and Integration Testing:Delve into integration testing to verify the interaction between your API and the database.Set up a robust integration testing environment for comprehensive validation.Develop integration tests for CRUD (Create, Read, Update, Delete) operations on your endpoints.Learn to adapt your testing strategy for future endpoints.Test Coverage and Manual Testing:Analyze code coverage to ensure a significant portion of your code is tested.Explore manual testing techniques for additional validation using FastAPI documentation.By the end of this course, you'll be able to:Build production-ready, well-tested APIs using FastAPI.Implement TDD principles for writing clean and maintainable code.Effectively manage databases and data interactions within your API.Develop a robust testing strategy for ensuring API functionality and reliability.This course is ideal for developers with some Python experience who want to build modern, scalable APIs. Join us and unlock the power of FastAPI and Test-Driven Development!
