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
Emissary - open source Kubernetes-native API gateway for microservices built on the Envoy Proxy

Emissary-ingress Emissary-Ingress is an open-source Kubernetes-native API Gateway + Layer 7 load balancer + Kubernetes Ingress built on Envoy Proxy. E

Emissary Ingress 4k Dec 31, 2022
Convenient tool to manage multiple VMs at once using libvirt

Convenient tool to manage multiple VMs at once using libvirt Installing To install the tool and its dependencies: pip install -e . Getting completion

Cedric Bosdonnat 13 Nov 11, 2022
Wubes is like Qubes but for Windows.

Qubes containerization on Windows. The idea is to leverage the Windows Sandbox technology to spawn applications in isolation.

NCC Group Plc 124 Dec 16, 2022
Chartreuse: Automated Alembic migrations within kubernetes

Chartreuse: Automated Alembic SQL schema migrations within kubernetes "How to automate management of Alembic database schema migration at scale using

Wiremind 8 Oct 25, 2022
More than 130 check plugins for Icinga and other Nagios-compatible monitoring applications. Each plugin is a standalone command line tool (written in Python) that provides a specific type of check.

Python-based Monitoring Check Plugins Collection This Enterprise Class Check Plugin Collection offers a package of more than 130 Python-based, Nagios-

Linuxfabrik 119 Dec 27, 2022
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
Caboto, the Kubernetes semantic analysis tool

Caboto Caboto, the Kubernetes semantic analysis toolkit. It contains a lightweight Python library for semantic analysis of plain Kubernetes manifests

Michael Schilonka 8 Nov 26, 2022
Prometheus exporter for AWS Simple Queue Service (SQS)

Prometheus SQS Exporter Prometheus exporter for AWS Simple Queue Service (SQS) Metrics Metric Description ApproximateNumberOfMessages Returns the appr

Gabriel M. Dutra 0 Jan 31, 2022
Ansible Collection: A collection of Ansible Modules and Lookup Plugins (MLP) from Linuxfabrik.

ansible_mlp An Ansible collection of Ansible Modules and Lookup Plugins (MLP) from Linuxfabrik. Ansible Bitwarden Item Lookup Plugin Returns a passwor

Linuxfabrik 2 Feb 07, 2022
ZeroMQ bindings for Twisted

Twisted bindings for 0MQ Introduction txZMQ allows to integrate easily ØMQ sockets into Twisted event loop (reactor). txZMQ supports both CPython and

Andrey Smirnov 149 Dec 08, 2022
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
Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.

Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.

Weaveworks 1.1k Dec 30, 2022
This projects provides the documentation and the automation(code) for the Oracle EMEA WLA COA Demo UseCase.

COA DevOps Training UseCase This projects provides the documentation and the automation(code) for the Oracle EMEA WLA COA Demo UseCase. Demo environme

Cosmin Tudor 1 Jan 28, 2022
A lobby boy will create a VPS server when you need one, and destroy it after using it.

Lobbyboy What is a lobby boy? A lobby boy is completely invisible, yet always in sight. A lobby boy remembers what people hate. A lobby boy anticipate

226 Dec 29, 2022
Official Python client library for kubernetes

Kubernetes Python Client Python client for the kubernetes API. Installation From source: git clone --recursive https://github.com/kubernetes-client/py

Kubernetes Clients 5.4k Jan 02, 2023
Knock your images before these make you painful.

image-knocker Knock your images before these make you painful. Background One day, I had run my deep learning model training program and got off work

Yonghye Kwon 9 Jul 25, 2022
Nagios status monitor for your desktop.

Nagstamon Nagstamon is a status monitor for the desktop. It connects to multiple Nagios, Icinga, Opsview, Centreon, Op5 Monitor/Ninja, Checkmk Multisi

Henri Wahl 361 Jan 05, 2023
📦 Powerful Package manager which updates plugins & server software for minecraft servers

pluGET A powerful package manager which updates Plugins and Server Software for minecraft servers. Screenshots check all to check installed plugins fo

106 Dec 16, 2022
sysctl/sysfs settings on a fly for Kubernetes Cluster. No restarts are required for clusters and nodes.

SysBindings Daemon Little toolkit for control the sysctl/sysfs bindings on Kubernetes Cluster on the fly and without unnecessary restarts of cluster o

Wallarm 19 May 06, 2022
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

Arie Bregman 35.1k Jan 02, 2023