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Medium
medium.com › @mjrod › deploying-a-python-application-to-docker-4478787c2add
Creating a Custom Python Application Image and Deploying to Docker | by Michael Rodgers | Medium
May 19, 2022 - CMD [ "python3", "-m" , "flask", "run", "--host=0.0.0.0"] supply the command to run that will launch the server, and make it accessible outside of the container ... # syntax=docker/dockerfile:1 # base python image for custom image FROM python:3.9.13-slim-buster # create working directory and install pip dependencies WORKDIR /hello-py COPY requirements.txt requirements.txt RUN pip3 install -r requirements.txt # copy python project files from local to /hello-py image working directory COPY .
People also ask

What is Docker in Python?
Docker is an open-source tool that automates the deployment of an application inside a software container. When you develop an application, you need to provide your code along with all possible dependencies like libraries, the web server, databases, etc. You may end up in a situation when the application is working on your computer, but won’t even start on the staging server, or the dev or QA’s machine. This challenge can be addressed by isolating the app to make it independent of the system.
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djangostars.com
djangostars.com › home › docker tutorial: using docker with python
Python Docker Tutorial: How to Use Docker with Python | Django Stars
How to use Docker with Python?
To build a Docker image, you need to create a Dockerfile. It is a plain text file with instructions and arguments. When Dockerfile is ready, use docker build command to build a new image. After that, you can create containers and run them (using docker run command) from the image.
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djangostars.com
djangostars.com › home › docker tutorial: using docker with python
Python Docker Tutorial: How to Use Docker with Python | Django Stars
What are the best practices of using Docker in Python?
Include only necessary context – use a .dockerignore file (like .gitignore in git). Avoid installing unnecessary packages – it will consume extra disk space. Use cache - add context that changes a lot at the end of Dockerfile to utilize Docker cache effectively. Be careful with volumes - because volumes are persistent, the next container will use data from the volume created by the previous container. Use environment variables (in RUN, EXPOSE, VOLUME) - it will make your Dockerfile more flexible.
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djangostars.com
djangostars.com › home › docker tutorial: using docker with python
Python Docker Tutorial: How to Use Docker with Python | Django Stars
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Visual Studio Code
code.visualstudio.com › docs › containers › quickstart-python
Python in a container
November 3, 2021 - Create a Dockerfile file describing a simple Python container.
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Django Stars
djangostars.com › home › docker tutorial: using docker with python
Python Docker Tutorial: How to Use Docker with Python | Django Stars
September 11, 2025 - It is a plain text file with instructions and arguments. Here is the description of the instructions we’re going to use in our next example: ... You can check Dockerfile reference for more details.
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Docker
docs.docker.com › guides › python › containerize your app
Containerize a Python application
ENV PYTHONUNBUFFERED=1 #Add dependencies for adduser RUN apt update -y && apt install adduser -y WORKDIR /app # Create a non-privileged user that the app will run under. # See https://docs.docker.com/go/dockerfile-user-best-practices/ ARG UID=10001 RUN adduser \ --disabled-password \ --gecos "" \ --home "/nonexistent" \ --shell "/sbin/nologin" \ --no-create-home \ --uid "${UID}" \ appuser # Download dependencies as a separate step to take advantage of Docker's caching.
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Docker Hub
hub.docker.com › _ › python
python - Official Image | Docker Hub
FROM python:2 WORKDIR /usr/src/app COPY requirements.txt ./ RUN pip install --no-cache-dir -r requirements.txt COPY . . CMD [ "python", "./your-daemon-or-script.py" ] Copy ... For many simple, single file projects, you may find it inconvenient to write a complete Dockerfile.
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dockerlabs
dockerlabs.collabnix.com › beginners › dockerfile › lab_dockerfile_python.html
Writing Dockerfile with Hello Python Script Added | dockerlabs
[node1] (local) root@192.168.0.38 /test $ vi Dockerfile ... Thus, our image would start building taking base as Ubuntu. ... Since, the base image was Ubuntu, we can run Ubuntu commands here. These commands above install python over Ubuntu.
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Medium
luis-sena.medium.com › creating-the-perfect-python-dockerfile-51bdec41f1c8
Creating the Perfect Python Dockerfile | by Luis Sena | Medium
September 20, 2021 - Although .dockerignore is not part of the Dockerfile, I think I should highlight the need to use it. Just like .gitignoreit serves as a list of files and folders you want to ignore. In this case, it means excluding them from your docker build context. This results in a faster build, smaller image, and increased security and predictability (you can exclude python cache, secrets, etc). For some cases, you could be saving hundreds of MB just by excluding your .git folder. #example of ignoring .git and python cache folder .git __pycache__
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GitHub
github.com › deis › example-dockerfile-python
GitHub - deis/example-dockerfile-python: A simple Dockerfile / Python app for Deis, the open source PaaS · GitHub
This sample application shows how you can deploy Dockerfile-based Python applications to Deis Workflow. $ git clone https://github.com/deis/example-dockerfile-python $ cd example-dockerfile-python $ deis create Creating Application... done, created actual-gatepost Git remote deis added remote available at ssh://git@deis-builder.deis.rocks:2222/actual-gatepost.git $ git push deis master Counting objects: 63, done.
Starred by 4 users
Forked by 23 users
Languages   HTML
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Prefect
prefect.io › blog › dockerizing-python-applications
Dockerizing Your Python Applications: How To
April 19, 2024 - FROM python:3.12 RUN mkdir /usr/src/app COPY s3.py /usr/src/app COPY requirements.txt /usr/src/app WORKDIR /usr/src/app RUN pip install -r requirements.txt CMD ["python", "./s3.py"] Here’s what each line of this Dockerfile is doing:
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Docker
docker.com › blog › how-to-dockerize-your-python-applications
How to “Dockerize” Your Python Applications | Docker
ADD main.py . RUN pip install requests beautifulsoup4 python-dotenv CMD [“python”, “./main.py”] # Or enter the name of your unique directory and parameter set. This Dockerfileis fairly basic, which is perfect for this application.
Published   November 6, 2024
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DevOps.dev
blog.devops.dev › dockerfile-for-a-python-application-d88d6bf14a13
Dockerfile for a Python application | by Meghasharmaa | DevOps.dev
December 16, 2025 - /app # Install any needed dependencies specified in requirements.txt RUN pip install --no-cache-dir -r requirements.txt # Make port 8080 available to the world outside this container EXPOSE 8080 # Define environment variable ENV NAME World # Run app.py when the container launches CMD ["python", "app.py"]
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Hasura
hasura.io › blog › how-to-write-dockerfiles-for-python-web-apps-6d173842ae1d
How to Write Dockerfiles for Python Web Apps
This will be really useful when you are using system dependent modules or ones that requires compiling etc. pycrypto, numpy are good examples of this type. With the above, the image built with Alpine comes to around ~90MB, a 8X reduction in size.
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GitHub
github.com › datawire › hello-world-python › blob › master › Dockerfile
hello-world-python/Dockerfile at master · datawire/hello-world-python
FROM python:3-alpine · WORKDIR /service · COPY requirements.txt . RUN pip install -r requirements.txt · COPY . ./ EXPOSE 8080 ·
Author   datawire
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University of Manchester
research-it.manchester.ac.uk › news › 2025 › 06 › 19 › getting-started-with-docker
Getting Started with Docker: Python “Hello World” Example
# Dockerfile # Use an official lightweight Python image FROM python:3.12-slim # Set the working directory inside the container WORKDIR /app # Copy the Python script into the container's working directory COPY app.py . # Specify the command to run when the container starts CMD ["python", "app.py"] ... Hello, Docker World! While this example is basic, Docker's power shines in more complex scenarios.
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GeeksforGeeks
geeksforgeeks.org › python › how-to-run-a-python-script-using-docker
How to Run a Python Script using Docker? - GeeksforGeeks
July 23, 2025 - Inside the dockerfile we will start by first taking the python base image from docker hub. A tag latest is used to get the latest official python image. It is very important to set your working directory inside your container.
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GitHub
github.com › stevemar › sample-python-app › blob › master › Dockerfile
sample-python-app/Dockerfile at master · stevemar/sample-python-app
FROM python:3.8.0-alpine3.10 · # Python docker images: https://github.com/docker-library/docs/tree/master/python/ · USER root · · # Copy the src · WORKDIR /app · COPY src/ /app/src/ COPY ./requirements.txt /app · RUN ls -la /app · · # Install python dependencies ·
Author   stevemar
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Astral
docs.astral.sh › uv › guides › integration › docker
Using uv in Docker | uv
20 hours ago - See a complete example in the uv-docker-example project. Compiling Python source files to bytecode is typically desirable for production images as it tends to improve startup time (at the cost of increased installation time and image size). To enable bytecode compilation, use the --compile-bytecode flag: ... Alternatively, you can set the UV_COMPILE_BYTECODE environment variable to ensure that all commands within the Dockerfile ...
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KDnuggets
kdnuggets.com › containerize-python-apps-with-docker-in-5-easy-steps
Containerize Python Apps with Docker in 5 Easy Steps - KDnuggets
Create a file named Dockerfile in your working directory with the following: # Use Python 3.11 as base image FROM python:3.11-slim # Set the working directory in the container WORKDIR /app # Copy the current directory contents into the container ...
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DEV Community
dev.to › meghasharmaaaa › dockerfile-for-a-python-application-468c
Dockerfile for a Python application - DEV Community
December 14, 2024 - Let’s create a simple Dockerfile for a Python application. This example assumes you have a Python script named app.py and a requirements.txt file containing the dependencies for your application.