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Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
cpu-bound_parallel_1.py		cpu-bound_parallel_1.py
cpu-bound_parallel_2.py		cpu-bound_parallel_2.py
cpu-bound_sync.py		cpu-bound_sync.py
io-bound_concurrent_1.py		io-bound_concurrent_1.py
io-bound_concurrent_2.py		io-bound_concurrent_2.py
io-bound_concurrent_3.py		io-bound_concurrent_3.py
io-bound_sync.py		io-bound_sync.py
requirements.txt		requirements.txt
tasks.py		tasks.py

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Parallelism, Concurrency, and AsyncIO in Python - by example

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

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

Setup

Fork/Clone
Create and activate a virtual environment
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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examples of parallelism, concurrency, and asyncio in python

Topics

python python-asyncio python-concurrency python-multiprocessing python-parallel-processing python-parallelism python-threading

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