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The Hacker's Guide to Scaling Python

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1.Scaling

Introduction to Scaling Scaling Across CPUs Distributed Systems Service-Oriented Architecture Quiz on Scaling

2.CPU Scaling

Introduction to CPU Scaling Using Threads Using Processes Using Futures Advanced Futures Usage Daemon Processes Mehdi Abaakouk on CPU Scaling Quiz on Scaling Across CPUs Coding Challenge: Scaling Across CPUs

3.Event Loops

Introduction to Event Loops Basic Pattern: Blocking Events Using Asyncio Server And Client Naoki Inada on asyncio Quiz: Event Loops Coding Challenge: Event Loops

4.Functional Programming

Introduction to Functional Programming Functional Programming Toolkit: Maps, Filters, and More Functional Programming Toolkit: "next", "first", and "itertools"Quiz: Functional Programming Coding Challenge: Functional Programming

5.Queue-Based Distribution

Introduction to Queue-Based Distribution RQ Celery Celery: Handling Failures Celery: Chaining Tasks Celery: Multiple Queues Celery: Monitoring Joshua Harlow on Task Distribution Quiz: Queue-Based Distribution Coding Challenge: Queue-Based Distribution

6.Designing for Failure

Introduction to Designing for Failure Naive Retrying Retrying with Tenacity Quiz: Designing for Failure Coding Challenge: Designing for Failure

Mini Project

Create a Web Crawler

7.Project Walkthrough

Project Solution Review

8.Lock Management

Introduction to Lock Management Thread Locks Processes Locks Processes Locks: Multiprocessing Locks Processes Locks: Inter-Processes Locks Using etcd for Distributed Locking Using Tooz Locking Abstraction Quiz: Lock Management Coding Challenge: Lock Management

9.Group Membership

Introduction to Group Membership Creating, Joining and Leaving Groups Using Capabilities Using Watchers Callbacks Consistent Hash Rings Partitioner Alexys Jacob-Monier on Cluster Management Quiz: Group Membership Coding Challenge: Group Membership

10.REST Interfaces

Rest Interfaces in Python The WSGI Protocol Streaming Data Using ETag Asynchronous HTTP API Fast HTTP Client Comparison Between Fast HTTP Clients Testing REST API Chris Dent on HTTP Quiz: Building REST API Coding Challenge: Building REST API

Project

Build a REST API in Flask

11.Deploying on PaaS

Introduction to Deploying on PaaS Untitled Masterpiece Amazon Beanstalk Google App Engine OpenShift Beyond PaaS Quiz: Deploying on PaaS

12.Testing Distributed Systems

Introduction to Testing Distributed Systems Setting Up Environments with tox Manage External Services with pifpaf Using Fixtures with pifpaf Quiz: Testing Distributed Systems

13.Caching

Introduction to Caching Local Caching Memoization Distributed Caching Jason Myers on Databases Quiz: Caching Coding Challenge: Caching

14.Performance

Introduction to performance optimization Memory and CPU Profiling Profiling Strategy and a Case Zero-Copy Disassembling Code Victor Stinner on Performance Quiz: Performance Coding Challenge: Performance

15.Conclusion

Conclusive Remarks

The Hacker's Guide to Scaling Python

Quiz: Deploying on PaaS

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