How to containerize Python applications with Docker
Ғылым және технология
Did you miss the Docker Community All-Hands on March 31st, 2022?
Here is a replay of the talk hosted by Patrick Loeber (@python_engineer): How to containerize Python applications with Docker.
▶️ Speaker's KZread Channel: / pythonengineer
► Description: This talk aimed at beginners shows how to get started with Docker for Python scripts and Python web apps. We look at two different projects and build Docker Containers for a Python script and for a web application using Flask. This also demonstrates how to dockerize a virtual environment.
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Пікірлер: 50
Had a great time speaking at this Docker event! Thanks for having me!
@oluwolejames1437
Жыл бұрын
THANKS, FOR THIS GREAT TUTORIAL. I COULD NOT FIND A LINK BELOW AS YOU MENTIONED IN THE VIDEO.
@dilipkumars6556
Жыл бұрын
No link of github
@fernandocorenstein6531
Жыл бұрын
Super professional as all your content. Thank you!
As a beginner in Docker, this tutorial is very clear and concise. It successfully helped me deploy my Python project into Docker. Thank you very much!
Finally someone explains it clearly and step-by-step. Thank you
@alute2589
Жыл бұрын
Thank you for your comment, i like your name, as well
Great thanks to you Patrick.I deployed my first python app successfully.
the link IS NOT in the description below
Thanks a lot for the explanation. It helped me make a POC using python script executing in an environment inside docker.
Thank you. Very nice tutorial!
I could not build with 'DockerFile', I had to rename it to 'dockerfile'. Also encountered a bug which would not let me run the image. I had to restart docker desktop. Great tutorial ! Learned a lot
Thanks! It has been of great help
Very clear explanation, it helps to reduce the fear of using Docker!
I’m really looking forward to this
Wonderfull!! Thanks for sharing this 👍👍
Hi - Thanks for the tutorial! For the 1st example : I wonder if it would be better practice to first install with pip the packages and than copy our code. reason : 'docker build' creates layers in the image file (roughly for each line in the Dockerfile) and caches the content of the layers (to make subsequent builds faster), however when our code changes then the next build can't use the relevant cached layer (because the source --our code-- for that layer changed) AND hence neither can use all the cached layers for lines that are after in the Dockerfile. So, the resulting image is (practically, but not entirely) the same in both ways, but the build processes are faster when we consider what changes more frequently and put that as low in the Dockerfile as it makes sense.
Great tutorial!
Thank you :)
Never used docker before. I got a python azure function which works ok in local debug in vs code. My azure yaml pipeline is failing at the build stage due to some dependency issue. Can I clone my local virtual environment, put it into docker, and deploy my app to azure? Will this bypass the build stage problem?
Thanks a lot!
no link droped here
Amazing video, but didn't got the solid reason for using --no-cache-dir in pip install, was it to reduce space or something?
Thanks, I tried changing code in any .py file but code changing not reflected
Print doesn't work in my app unless I add "-u" to the CMD part of the Dockerfile
unable to find the github link in the description
I ran into an error running example 2 on python 3.11. I had to change the version of pydantic in requirements.txt (pydantic==1.10.2).
Thanks ....
docker desktop installed but docker -v command not found mac m2 chip
Hello. Why do you need __name__ == '__main__' in this code? I now this will execute only if you call this code from the main program but not if it's imported. But I don't know why we need to make this distinction here.
We really need the github link to follow... Can you please give it ?
@pseudounknow5559
Жыл бұрын
@Gustavo Murta He posted the same video on his channel and we have the Github link in that video ;)
4:07 "First thing to do ..." with any new (to me) piece of code is to make sure it runs. The scrape from Beautiful Soup is returning "403 Forbidden'" so the lists ('years', 'actors_list', etc.) are empty. URL returns expected screen from IMDB so that's correct ... anyone with a fix for the scrape?
@toromanow
5 ай бұрын
Same for me.
i get this when I docker run /bin/sh: 1: [“python”,: not found
My script is using a dependency json file, where I stored my credentials. what to do if I want to use it while script is running in docker?
@pseudounknow5559
Жыл бұрын
You just need to add this file with ADD source dest
Hi where is the github link
@pseudounknow5559
Жыл бұрын
Hi have you find it ? :(
How do you get command auto-completion ?
@heroe1486
Жыл бұрын
Shells like zsh or fish give you autocompletion
Isn't using pip --upgrade a bad practice? Ideally you would want to install the exact version of the packages every time to ensure reproducibility and prevent breaking changes to happen due to new versions.
@sureshkrjsl
2 жыл бұрын
Ya. Always use something like "python3 - m pip install ur-package"
nice pun usage, a-whale-able
-i OF THE GODS
unable to run pip install commands from docker file #5 14.57 WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError(': Failed to establish a new connection: [Errno -3] Temporary failure in name resolution')': /simple/beautifulsoup4/ #5 15.90 Collecting beautifulsoup4
@JustinDS
Жыл бұрын
I am having this same issue
@JustinDS
Жыл бұрын
I updated by WSL and Ubuntu installations and now the pip install runs just fine.