Setup Docker

First purge any trace of docker

sudo apt-get remove docker docker-engine docker.io containerd runc
sudo rm /var/lib/docker/ -rf

Setup repo

sudo apt-get update
sudo apt-get install ca-certificates curl gnupg -y
sudo mkdir -m 0755 -p /etc/apt/keyrings
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
echo \
  "deb [arch="$(dpkg --print-architecture)" signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu \
  "$(. /etc/os-release && echo "$VERSION_CODENAME")" stable" | \
  sudo tee /etc/apt/sources.list.d/docker.list > /dev/null

Install docker

sudo chmod a+r /etc/apt/keyrings/docker.gpg
sudo apt-get update
sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin -y
sudo groupadd docker
sudo usermod -aG docker $(whoami)
newgrp docker

Source

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Docker Compose

sudo apt install python3-pip -y
sudo pip3 install docker-compose