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examples of parallelism, concurrency, and asyncio in python

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testdrivenio/parallel-concurrent-examples-python

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Speeding up CPU-bound and IO-bound operations with multiprocessing, threading, and AsyncIO

Blog post:Parallelism, Concurrency, and AsyncIO in Python - by example

Setup

  1. Fork/Clone
  2. Create and activate a virtual environment
  3. Install the dependencies

IO-bound Operation

$ python io-bound_sync.py$ python io-bound_concurrent_1.py$ python io-bound_concurrent_2.py$ python io-bound_concurrent_3.py

CPU-bound Operation

$ python cpu-bound_sync.py$ python cpu-bound_parallel_1.py$ python cpu-bound_parallel_2.py

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