Docker for python

Docker for python

What is Docker?

Docker for python– Docker has become one of the demanded technologies in this fast-growing tech era. In simple words, docker can be said as a container. For example, consider a ship that needs to be loaded with goods. It will take a lot of time to load one by one and adjusting it based on the space. Instead, one can take a container load everything in the container and just place the container on the ship. This will reduce your time, space, and labor too. The same reasons are behind the usage of docker. By using a docker, one can solve dependency conflicts i.e. version conflicts of software won’t occur, can easily scale up i.e. it handles the issue of single server facing higher usage problem, etc.

Writing a docker file:

The standard 5 commands used in dockerfile are:

  • FROM
  • COPY
  • RUN
  • CMD

Example :

FROM python: 3.6


COPY  src/requirements.txt ./

RUN pip install -r requirements.txt

COPY src /app



FROM “base image”  – this specifies which python image has to be used as the base image

WORKDIR “working directory” – specifies the location of the working directory

COPY “source” “destination” – copies the contents from the source file to the destination file

RUN “pip install requirements” – runs the installation of all the requirements for the application

COPY “source” “destination” – copies all the installation from the source to the destination which is the working directory

CMD[“technology”,”entrypoint”] – specifies which technology is used i.e. in this case it is python and the entrypoint specifies the python file which acts as the entrypoint to run the application

If you are writing a python dockerfile for a web application you can also use “EXPOSE” command in the dockerfile.

EXPOSE “portnumber” – specifies the portnumber in which the localhost must run in the browser

Building a docker image:

docker build -t docker-image

docker run –rm docker-image

The above commands are used to build the image and run the dockerfile for your application.

Hers, -t is specified in front of the desired image. An image can be created without specifying a name. The image is always created with an auto-generated unique ID, thus making it an optional parameter.

And, –rm is specified near the run command. This ensures that the container that has been created is automatically deleted once it has stopped.

This post is contributed by Kushmitha Radhakrishnan.

Read More:

Make money with Python in 2022

Did you know that data science was the fifth most common job on LinkedIn in 2017? Did you know that the demand for Python programmers is expected to grow by 19% from 2020-2021? Did you know that Python is one of the fastest-growing programming languages, and it will likely continue to expand as its adoption…

Continue Reading Make money with Python in 2022

Top 15 Python Libraries For Data Science in 2022

Introduction In this informative article, we look at the most important Python Libraries For Data Science and explain how their distinct features may help you develop your data science knowledge. Python has a rich data science library environment. It’s almost impossible to cover everything in a single article. As a consequence, we’ve compiled a list…

Continue Reading Top 15 Python Libraries For Data Science in 2022

Top 15 Python Libraries For Machine Learning in 2022

Introduction  In today’s digital environment, artificial intelligence (AI) and machine learning (ML) are getting more and more popular. Because of their growing popularity, machine learning technologies and algorithms should be mastered by IT workers. Specifically, Python machine learning libraries are what we are investigating today. We give individuals a head start on the new year…

Continue Reading Top 15 Python Libraries For Machine Learning in 2022

Avatar of Harry

Author: Harry

Hello friends, thanks for visiting my website. I am a Python programmer. I, with some other members, write blogs on this website based on Python and Programming. We are still in the growing phase that's why the website design is not so good and there are many other things that need to be corrected in this website but I hope all these things will happen someday. But, till then we will not stop ourselves from uploading more amazing articles. If you want to join us or have any queries, you can mail me at Thank you