A repository containing a short tutorial for Docker (with Python).

Overview

Docker Tutorial for IFT 6758 Lab

image

In this repository, we examine the advtanges of virtualization, what Docker is and how we can deploy simple programs on Docker.

Firstly, we will start by listing some advantages of virtualization. We can discuss them as follows:

  • Minimize hardware costs (Multiple virtual servers on one hardware unit).
  • Easily for HA (High Availability) And Disaster Recovery (DR).
  • Easier to save money and save energy, could be potentially greener.

Problems with Virtualization:

  • Hard to maintain each OS, installation, HyperVisor and host OS compatibility issues, and HyperVisor - container issues.
  • Costly and might take IT/Programming effort.
  • We might need a high storage overhead, even lightweight OSs with all tools installed can bulk up to a high size.

image

Solution?

  • Use containers!

Container definition:

  • is a runnable instance (or sandbox) of an image.
  • can be run on local machines, virtual machines or deployed to the cloud.
  • is portable (can be run on any OS).
  • Containers are isolated from each other and run their own software, binaries, and configurations.

Methodology:

  • These applications share a parent application and its overhead.
  • These apps can run separately, and we can avoid multithreading issues, deadlock issues and other issues with RPCs that may arise.
  • They can't access each other's resources, and they are like apartments in a complex.

Container Architecture:

image

  • Multiple containers run on the same machine virtual / physical machine.
  • All containers share the same OS and Kernel.
  • We can micro-manage processes, and have a higher level and more fine-grained access.
  • We can stop processes using the power of the host OS, and we can even save/move states as we need.
  • We can run containers inside VM! It's interesting as we can combine the power of both if we have a very specialized applicaiton.
  • Higher security as we are working with a very simple isolated block of code.

Compute Comparision:

image

Docker:

Standard definition:

"An open-source project that automates the deployment of software applications inside containers by providing an additional layer of abstraction and automation of OS-level virtualization on Linux."

image

  • Does exactly what we need, and it assists in efficient containerization.
  • Free and Open Source! (now under Moby)
  • Helps in packaing source code, libraries, dependencies, volumes, routes, etc for production.
  • The name Docker had roots from the word "Dock Worker", assists in effective container management.
  • Containers are built from images and saved as images.
  • Each image is identified by a UUID/256 Bit Hash.
  • Each Docker Image has several tags, and we can help in effective versioning.
  • Dockers can be secured by SSH, and additional network security techniques.

image

image

Dockerfile:

  • Dictates the program installation, setup, packaging, instructions, port exposition, etc.
  • We can run a container, list a container, version them, delete them, etc.

Sample Docker Image (for getting started):

docker run -d -p 80:80 docker/getting-started

Tools:

  • Docker Compose: It us used for maintaining and running multi-container Docker applications. We use YAML (mark-up) to dictate the format, dependencies and other nuances of a project. It can aid in building and scaling containers.
  • Docker Volume: We can store and manage separate volumes of code, that avoid deletion when the container is stopped.

Glossary:

  • Docker Daemon: The background service running on the host that manages building, running and distributing Docker containers. The daemon is the process that runs in the operating system which clients talk to.
  • Docker Client: The command line tool that allows the user to interact with the daemon. More generally, there can be other forms of clients too - such as Kitematic which provide a GUI to the users.
  • Docker Hub: A registry of Docker images. You can think of the registry as a directory of all available Docker images. If required, one can host their own Docker registries and can use them for pulling images.
  • Docker Container Image: When running a container, it uses an isolated filesystem. This custom filesystem is provided by a container image. Since the image contains the container's filesystem, it must contain everything needed to run an application - all dependencies, configuration, scripts, binaries, and so on. The image also contains other configuration for the container, such as environment variables, a default command to run, and other metadata.

Folder instructions:

  • Tutorial 1: Demonstrates a basic Docker program.
  • Tutorial 2: Demonstrates simple Redis counter example with compose.
  • Tutorial 3: Docker + NGINX Reverse Proxy + Vanilla MongoDB/NoSQL.
  • Tutorial 4: Same as Tutorial 1, but updated WSGI (Web Server Gateway Interface), instead of a default Flask development WSGI.

References:

  1. https://runnable.com/docker/python/docker-compose-with-flask-apps
  2. https://github.com/docker/awesome-compose
  3. https://docs.docker.com/language/python/build-images/
  4. https://www.cse.wustl.edu/~jain/cse570-18/ftp/m_21cdk.pdf
  5. https://en.wikipedia.org/wiki/Docker_(software)
  6. https://docs.docker.com/compose/
  7. https://docker-curriculum.com/
Owner
Arka Mukherjee
Master's Student in ML and CS @ Mila, University of Montreal
Arka Mukherjee
Let's Git - Version Control & Open Source Homework

Let's Git - Version Control & Open Source Homework Welcome to this homework for our MOOC: Let's Git! We hope you will learn a lot and have fun working

1 Dec 05, 2021
A basic instruction for Kubernetes setup and understanding.

A basic instruction for Kubernetes setup and understanding Module ID Module Guide - Install Kubernetes Cluster k8s-install 3 Docker Core Technology mo

648 Jan 02, 2023
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:

Latest Salt Documentation Open an issue (bug report, feature request, etc.) Salt is the world’s fastest, most intelligent and scalable automation engi

SaltStack 12.9k Jan 04, 2023
DAMPP (gui) is a Python based program to run simple webservers using MySQL, Php, Apache and PhpMyAdmin inside of Docker containers.

DAMPP (gui) is a Python based program to run simple webservers using MySQL, Php, Apache and PhpMyAdmin inside of Docker containers.

Sehan Weerasekara 1 Feb 19, 2022
A honey token manager and alert system for AWS.

SpaceSiren SpaceSiren is a honey token manager and alert system for AWS. With this fully serverless application, you can create and manage honey token

287 Nov 09, 2022
Phonebook application to manage phone numbers

PhoneBook Phonebook application to manage phone numbers. How to Use run main.py python file. python3 main.py Links Download Source Code: Click Here M

Mohammad Dori 3 Jul 15, 2022
Cross-platform lib for process and system monitoring in Python

Home Install Documentation Download Forum Blog Funding What's new Summary psutil (process and system utilities) is a cross-platform library for retrie

Giampaolo Rodola 9k Jan 02, 2023
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

Glances - An eye on your system Summary Glances is a cross-platform monitoring tool which aims to present a large amount of monitoring information thr

Nicolas Hennion 22k Jan 08, 2023
MLops tools review for execution on multiple cluster types: slurm, kubernetes, dask...

MLops tools review focused on execution using multiple cluster types: slurm, kubernetes, dask...

4 Nov 30, 2022
Self-hosted, easily-deployable monitoring and alerts service - like a lightweight PagerDuty

Cabot Maintainers wanted Cabot is stable and used by hundreds of companies and individuals in production, but it is not actively maintained. We would

Arachnys 5.4k Dec 23, 2022
A declarative Kubeflow Management Tool inspired by Terraform

🍭 KRSH is Alpha version, so many bugs can be reported. If you find a bug, please write an Issue and grow the project together! A declarative Kubeflow

Riiid! 128 Oct 18, 2022
MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge.

MicroK8s The smallest, fastest Kubernetes Single-package fully conformant lightweight Kubernetes that works on 42 flavours of Linux. Perfect for: Deve

Ubuntu 7.1k Jan 08, 2023
pyinfra automates infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service deployment, configuration management and more.

pyinfra automates/provisions/manages/deploys infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service deployme

Nick Barrett 2.1k Dec 29, 2022
Create pinned requirements.txt inside a Docker image using pip-tools

Pin your Python dependencies! pin-requirements.py is a script that lets you pin your Python dependencies inside a Docker container. Pinning your depen

4 Aug 18, 2022
Copy a Kubernetes pod and run commands in its environment

copypod Utility for copying a running Kubernetes pod so you can run commands in a copy of its environment, without worrying about it the pod potential

Memrise 4 Apr 08, 2022
Project 4 Cloud DevOps Nanodegree

Project Overview In this project, you will apply the skills you have acquired in this course to operationalize a Machine Learning Microservice API. Yo

1 Nov 21, 2021
Google Kubernetes Engine (GKE) with a Snyk Kubernetes controller installed/configured for Snyk App

Google Kubernetes Engine (GKE) with a Snyk Kubernetes controller installed/configured for Snyk App This example provisions a Google Kubernetes Engine

Pas Apicella 2 Feb 09, 2022
Python utility function to communicate with a subprocess using iterables: for when data is too big to fit in memory and has to be streamed

iterable-subprocess Python utility function to communicate with a subprocess using iterables: for when data is too big to fit in memory and has to be

Department for International Trade 5 Jul 10, 2022
Some automation scripts to setup a deployable development database server (with docker).

Postgres-Docker Database Initializer This is a simple automation script that will create a Docker Postgres database with a custom username, password,

Pysogge 1 Nov 11, 2021