best-practices

Packaging Tool : Pipenv = pip + venv

Problems that Pipenv solves :

• Dependency management with requiremnt.txt

1. the build with requirement.txt isn't deterministic
2. thinking of using pip freeze may solve the probleme , but now you are responsible of keeping the sub-dependencies up-to-date even they're sub-dependencies

these two problemes lead as to ask : How do you allow for deterministic builds for your Python project without gaining the responsibility of updating versions of sub-dependencies

• pipenv has virtual envirenment management built-in

• and is smart enough to install packages that meet all the requirements without you explicitly specifying sub-dependency versions

• by contrast to poetry pipenv avoids making assumptions that the application being worked on will support distribution as a pip-installable Python package.

Project scaffold for python

• using a makefile to keep track of commands used

• runing a test and linthing our code

• using virtual envirenment

Using CI/CD: