What is if __name__ == "__main___", and how do I use it. ======================================================== change_speed = (speed) => [...document.querySelectorAll('video')].map(v => v.playbackRate=v.playbackRate+speed) Date: May 7, 2021 change_speed = (speed) => [...document.querySelectorAll('video')].map(v => v.playbackRate=v.playbackRate+speed) When a python module is called it is assigned the `__name__` of `__main__` otherwise if it's imported it will be assigned the `__name__` of the module. ## Concrete example Let's create a module to play with `__name__` a bit. We will call this module `nodes.py`. It is a module that we may want to run by it'self or import and use in other modules. ```python #!python # nodes.py if __name__ == "nodes": import sys import __main__ print(f"you have imported me {__name__} from {sys.modules['__main__'].__file__}") if __name__ == "__main__": print("you are running me as main") ``` I have set this module up to execute one of two if statements based on whether the module it'self is being ran or if the module is being imported. > Note it is not common to have a `if __name__ == "nodes":` block, this is just > for demnonstration purposes. ## running python nodes.py Running a python script with the command `python ` will execute your script top to bottom. ```bash python nodes.py ``` > This will print out `you are running me as main` Sorry, your browser doesn't support embedded videos. speed up slow down How to Install miniconda on linux (from the command line only) [1] > If you don't already have python installed try using miniconda or replit.com ## running ./nodes.py You can also simply execute the script from bash if you first set the module to be executable. ``` chmod +x nodes.py ./nodes.py ``` Sorry, your browser doesn't support embedded videos. speed up slow down > Note once you have set the file to be executable, it will remain executable > `chmod +x nodes.py` is only needed one time, even if you edit the file. ## pipeline.py Let's create a second module `pipeline.py` and import the first module `nodes` and see what happens. ``` python #!python # pipeline.py import nodes ``` Just like nodes we can run pipeline either way if it's executable ```bash python pipeline.py # must run chmod +x pipeline.py first. ./pipeline.py ``` > Either way it will print out `you have imported me nodes from ./pipeline.py` Sorry, your browser doesn't support embedded videos. speed up slow down ## REPL If we were to `import nodes` from the repl we would see an error in this case, due to the fact that there is no `__main__` file since it's a repl session. ## Use Cases The main use case for `if __name__ == "__main__":` is flexibility. Simply importing a module should not execute any code, print anything to the screen, change your filesystem, or generally have any side effects in most cases. It is something that most python users would not expect. We can use this block to make it such that the module can be both imported and executed. ### rich The [rich](https://github.com/willmcgugan/rich) library uses it to make examples of each module print to the screen if it's executed. I personally think this is a fantastic idea. Sorry, your browser doesn't support embedded videos. speed up slow down ### etl In my world of data analysis we often setup a script of functions that will behave as an etl pipeline of sorts. Since we may want to reuse some of these functions in other scripts it's common to hide the actual execution of these functions in a `if __name__ == "__main__":` block so that we don't start making changes to the data simply by importing the module. ### cli Most cli applications will leverage `if __name__ == "__main__":` to run something when called as a script instead of being imported. This allows us dt do things such as testing much easier. > Check out the example on the first page of the > [click](https://click.palletsprojects.com/en/7.x/) framework's docs ## Recap `if __name__ == "__main__":` is not so cryptic or scary, it's just looking to see if this module was called as a script or imported from somewhere else, and executing some different behavior based on how it was called. ```python if __name__ == "__main__": print("you are running me as main") ``` ## Related Links * example from [rich.live](https://github.com/willmcgugan/rich/blob/master/rich/live.py#L271) * [click](https://click.palletsprojects.com/en/7.x/) framework's docs * try it yourself in your browser with [replit.com](https://replit.com) * StackOverflow: [What does if **name** == “**main**”: do?](https://stackoverflow.com/questions/419163/what-does-if-name-main-do) References: [1]: /install-miniconda/