Learning Objectives: After this lesson, you'll understand event loops and coroutines, write async code with asyncio, handle concurrent I/O operations, and build async patterns for production applications.
Understanding Async Programming
Async programming allows handling many I/O operations concurrently without threads. Let's visualize the event loop:
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The event loop runs coroutines one at a time. When one hits await, it pauses and another can run. This is cooperative multitasking.
The Problem with Blocking I/O
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Async Solution Preview
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Coroutines and async def
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await Keyword
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Concurrent Execution
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asyncio.gather - Run Multiple Coroutines
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asyncio.create_task - Background Tasks
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asyncio.wait - Advanced Control
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asyncio.as_completed - Process as They Finish
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Error Handling
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Timeouts and Cancellation
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Async Context Managers and Iterators
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Async Generators
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Practical Patterns
Semaphore - Rate Limiting
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Queue-based Worker Pool
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Async HTTP Requests (aiohttp pattern)
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Practice Exercises
Exercise 1: Async Retry with Backoff
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Exercise 2: Async Resource Pool
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Key Takeaways
| Concept | Description |
|---|---|
| Coroutine | Function defined with async def |
| await | Pause and wait for async operation |
| Event Loop | Manages all async operations |
| Task | Scheduled coroutine for concurrent execution |
| gather | Run multiple coroutines concurrently |
| Semaphore | Limit concurrent operations |
| Queue | Async producer-consumer pattern |
When to Use Async
| Scenario | Use Async? |
|---|---|
| Many network requests | Yes |
| Database queries | Yes (with async driver) |
| File I/O | Maybe (use aiofiles) |
| CPU-heavy work | No (use multiprocessing) |
| Real-time events | Yes |
| Simple scripts | Usually overkill |
Next Steps
In the next lesson, we'll explore Testing Best Practices—master pytest with fixtures, parametrization, and mocking, learn TDD, and write maintainable tests.
Ready to write bulletproof code? Testing awaits!