Name: Software Architecture with Python
Author: Anand Balachandran Pillai
ISBN: 9781786467225

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Software Architecture with Python

Anand Balachandran Pillai

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Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
Chapter 1. Principles of Software Architecture
Defining software architecture
Characteristics of software architecture
Importance of software architecture
System versus enterprise architecture
Architectural quality attributes
Summary
Chapter 2. Writing Modifiable and Readable Code
What is modifiability?
Aspects related to modifiability
Understanding readability
Fundamentals of modifiability – cohesion and coupling
Exploring strategies for modifiability
Metrics – tools for static analysis
Refactoring code
Summary
Chapter 3. Testability – Writing Testable Code
Understanding testability
White-box testing principles
Summary
Chapter 4. Good Performance is Rewarding!
What is performance?
Software performance engineering
Performance testing and measurement tools
Performance complexity
Measuring performance
Profiling
Other tools
Programming for performance – data structures
Summary
Chapter 5. Writing Applications that Scale
Scalability and performance
Concurrency
Thumbnail generator
Multithreading – Python and GIL
Multithreading versus multiprocessing
Pre-emptive versus cooperative multitasking
The asyncio module in Python
Waiting for a future – async and await
Concurrent futures – high-level concurrent processing
Scaling for the web
Scaling workflows – message queues and task queues
Celery – a distributed task queue
Summary
Chapter 6. Security – Writing Secure Code
Information security architecture
Secure coding
Common security vulnerabilities
Is Python secure?
Security issues with web applications
Strategies for security – Python
Secure coding strategies
Summary
Chapter 7. Design Patterns in Python
Design patterns – elements
Categories of design patterns
Patterns in Python – creational
Patterns in Python – structural
Patterns in Python – behavioral
Summary
Chapter 8. Python – Architectural Patterns
Introducing MVC
Event-driven programming
Microservice architecture
Pipe and Filter architectures
Summary
Chapter 9. Deploying Python Applications
Deployability
Tiers of software deployment architecture
Software deployment in Python
Deployment – patterns and best practices
Summary
Chapter 10. Techniques for Debugging
Maximum subarray problem
Simple debugging tricks and techniques
Logging as a debugging technique
Debugging tools – using debuggers
Advanced debugging – tracing
Summary
Index

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Software Architecture with Python