STUDY_PLAN.md

Table of Contens

• Unscheduled sessions
• Backlog

Unscheduled sessions

Good console app

• run own console with https://docs.python.org/3/library/readline.html
• project: command line currency converter (from session 4)
  • available commands generated on fly from object
  • support of command line options
  • command line usage with exit after completion
  • help function displays docstring
  • autocomplete command in console
  • exit Ctrl+D

Unittests

• unittest
• assert
• mocking: functions, files, etc.
• coverage
  • https://coverage.readthedocs.io/en/coverage-4.2/index.html
• docstrings
• doc generation

Flask (continue)

• flask: data storage
  • SQL Databases
  • noSQL databases
• flask: user management, auth, login, password reset
• flask: templates
• flask: production app server

RESTful API

• swagger tools
  • https://swagger.io/tools/swagger-editor/
  • https://swagger.io/tools/swagger-inspector/
  • https://swagger.io/tools/swagger-codegen/
  • https://swagger.io/tools/swagger-ui/
  • PyCharm plugin
• flask
  • https://github.com/flask-restful/flask-restful
  • https://github.com/noirbizarre/flask-restplus
  • https://github.com/rochacbruno/flasgger
• django
  • https://github.com/marcgibbons/django-rest-swagger
  • https://www.django-rest-framework.org/topics/documenting-your-api/
• aiohttp
  • https://docs.aiohttp.org/en/stable/third_party.html
  • https://github.com/maximdanilchenko/aiohttp-apispec
  • https://github.com/cr0hn/aiohttp-swagger

Python bytecode

• https://opensource.com/article/18/4/introduction-python-bytecode
• https://docs.python.org/3/library/dis.html

Backlog

• functools (also with total_ordering())
• dataclasses
• collections.abc
• decimal
• subprocess
• clean code
  • flake8
• Functional Programming https://docs.python.org/3/howto/functional.html
• Basic structure types
  • [in 13] sequence types list, tuple, range
  • [in 13] string is a sequence
  • Binary Sequence Types — bytes, bytearray, memoryview
  • Set types set, frozenset
  • Mapping Types — dict
  • tutorial
• Container datatypes collections
  • defaultdict(int)
  • deque
  • ChainMap
  • Named Tuple
  • OrderedDict
    • not redundant even after 3.7
  • Counter
• in core library:
  • heapq
  • [bisect](https:// docs.python.org/3.0/library/bisect.html)
  • array
  • queue
  • dataclasses
• External
  • expiringdict
  • io.StringIO
  • ... what also?
• decimal calcs
• Rounding in Python
• iterators, generators
  • also class generators
  • https://wiki.python.org/moin/Generators
  • https://habr.com/ru/post/337314/
  • https://docs.python.org/3/howto/functional.html#passing-values-into-a-generator
• how to name a variable?
• Python Classes Without Boilerplate
• Decorators
  • closures https://www.youtube.com/watch?v=swU3c34d2NQ
  • Decorators with arguments: https://www.youtube.com/watch?v=KlBPCzcQNU8
• asyncio continue
  • Exceptions handling
  • sync-async code marriage
• data manipulation
  • copy
  • sorting https://www.youtube.com/watch?v=D3JvDWO-BY4
  • caching with weakref
  • itertools
• GUI with Tk
  • https://docs.python.org/3.0/library/tk.html
• Internationalization
  • https://docs.python.org/3.0/library/i18n.html
• scheduled execution sched
• repr vs str
  • https://docs.python.org/3.0/library/reprlib.html
• HTTP load tests Asyncio/Aiohttp — предел производительности youtube, ru, 20m
• functional programming https://docs.python.org/3/howto/functional.html
• defaultdict() https://docs.quantifiedcode.com/python-anti-patterns/correctness/not_using_defaultdict.html
• datetime
• inspect, tokenize
• math, statistics
• os, pathlib
• requests (with Session)
• shutil
• tkinter
• data model https://docs.python.org/3/reference/datamodel.html
  • magic methods https://docs.python.org/3/reference/datamodel.html#special-method-names
• execution model https://docs.python.org/3/reference/executionmodel.html
• create packages distributions
  • publish package with setuptools
• type hints
  • https://docs.python.org/3/library/typing.html
  • https://www.python.org/dev/peps/pep-0484/
• docker+python
• docker-compose
• queues
  • rabbitmq
  • nameko
• QA automation
  • https://github.com/Rhoynar/python-selenium-bdd
  • https://behave.readthedocs.io/en/latest/
• else statements in loops
• test performance of web-service
• desktop UI (with Tkinter?)
• https://docs.python.org/3/library/csv.html
• overview of https://docs.python.org/3/library/functions.html
• breakpoint(), since 3.7
• Python 3.8 is coming: https://docs.python.org/3.8/whatsnew/3.8.html
• https://github.com/pyenv/pyenv
• https://tox.readthedocs.io/en/latest/
• pipenv, Kenneth Reitz (youtube, 30m)
• Sanic
• https://www.pygame.org/tags/all
• Garbage Collection
• Variables and pointers in Python, habr
• Lots of interresting things in [https://docs.python.org/3/faq/index.html]
• (Learning neural networks within Jupyter Notebook, youtube 1h)[https://www.youtube.com/watch?v=qomCrfctf70&list=PLQTGSfnaYlCuonYGidCFg1aqii9a6cqL4&index=8]

Denis Tomilin:

• Django REST Framework, Django Channels.
• Отдельно советую ввести в курс дела CGI, WSGI, AG
• Я бы советовал пройти весь development cycle разработки веб-приложения используя стек Python + Django + DRF, с деплойментом и рассказ про опции: разворачивать это дело на хероку, на машинке с gunicorn/uwsgi + nginx, на k8s
• Data Visualization VEGA https://www.youtube.com/watch?v=ms29ZPUKxbU

Interesting

• Сколько объектов выделяет Python, выполняя скрипты?