Topics Index

• Distributed programming frameworks

  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • _useful reference_
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • the Linux subsystem can be used
  • _useful reference_
  • Useful production ready deployment reference

• Documentation

  • Real Python reference
  • NumPy Docstrings guidelines - recommended standard docstrings style, not only one
  • _pydocstyle_
  • _Flake8_ plugin for _pydocstyle_
  • Professional documentation with _reStructuredText_
  • supported as is in VS Code
  • _Markdown All in One_

• QoL Libraries

  • https://github.com/vinta/awesome-python
  • _asyncstdlib_ - thoughts-on-asynchronous-api-design-in-a-post-asyncawait-world/#cleanup-in-generators-and-async-generators) for details.
  • _aiomisc_
  • Decorator support
  • **PeriodicCallback** - callback)
  • dog-piling - [_py-memoize_](https://memoize.readthedocs.io/en/latest/)
  • _bidict_
  • _toolz_ - itertools_](https://more-itertools.readthedocs.io/en/stable/api.html)
  • _classes_
  • type annotations - for cases where static type checks aren't sufficient, e.g. you want to assert type annotations not statically checked, or you are developing a Python library (its users might not perform static type checks when calling your library's classes/functions/etc.) - [_beartype_](https://github.com/beartype/beartype)
  • _python-varname_
  • _uvloop_
  • _immutables_
  • _sortedcontainers_
  • _py-linq_
  • _pipe_ - clean-python-code-using-pipes-1239a0f3abf5)
  • _pampy_
  • _object-mapper_
  • _result_

• Tips and Tricks

  • Centralize imports in a reusable imports file
  • Official docs reference
  • Efficient string concat - converse memory that would be used in loop of string concat ops
  • here
  • Parameter Specific Variables
  • Python's logging source code
  • Translate (some) LINQ to Python - linq_ library above
  • Correctly executing sync/async generators
  • Multi-core async IO
  • Fork-join pattern with pool executors - join concurrency pattern [here](https://en.wikipedia.org/wiki/Fork%E2%80%93join_model).
  • Limiting concurrency for large number of async IO tasks
  • Limiting concurrency for outgoing HTTP requests sent with _aiohttp_
  • Translate (some) LINQ to Python - linq_ library above
  • Centralize imports in a reusable imports file
  • Multi-core async IO

• Unit Testing

  • _Python Test Explorer_
  • Real Python reference
  • Useful article - mock-library/) & [Library docs reference](https://github.com/pytest-dev/pytest-mock)
  • _faker_
  • _pydantic-factories_
  • _pytest-cov_
  • _pytest-bdd_
  • _hypothesis_
  • _pytest-lazy-fixture_
  • _pytest-asyncio_
  • _assertpy_
  • _nextmock_
  • _freezegun_
  • _aioresponses_
  • _respx_

• Versioning and Environments Management

  • _Poetry_ - Virtual envs package management solution similar to _npm_
  • pyenv - Python versioning manager