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Using three different modules: threading, multiprocessing and asyncio.
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Parallelism Shootout - Threads vs Asyncio vs Multiple Processes
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- 1 Parallelism Shootout threadsve multiple processes asyncio
- 2 Using three different modules: threading, multiprocessing and asyncio.
- 3 Break down the problem.
- 4 Before we begin...
- 5 Before we parallelise...
- 6 Sequential Approach
- 7 Actual real POSIX threads (pthreads) or Windows threads.
- 8 threading example to multiprocessing...
- 9 Convenient means of parallelising the execution of a function across multiple input values, distributing the input data across processes (data parallelism).
- 10 sequential example to multiprocessing...
- 11 Provides infrastructure for writing single- threaded concurrent code.
- 12 Basic asynio Concepts
- 13 The component that is in charge of keeping track of and scheduling all the coroutines that want time on the thread.
- 14 Drum roll
