I want to use Kubeflow to check it out and see if it fits my projects. I want to deploy it locally as a development server so I can check it out, but I have Windows on my computer and Kubeflow only works on Linux. I'm not allowed to dual boot this computer, I could install a virtual machine, but I thought it would be easier to use docker, and oh boy was I wrong. So, the problem is, I want to install Kubernetes in a docker container, right now this is the Dockerfile I've written:

# Docker file with local deployment of Kubeflow
FROM ubuntu:18.04

ENV USER=Joao
ENV PASSWORD=Password
ENV WK_DIR=/home/${USER} 

# Setup Ubuntu
RUN apt-get update -y
RUN apt-get install -y conntrack sudo wget

RUN useradd -rm -d /home/${USER} -s /bin/bash -g root -G sudo -u 1001 -p ${PASSWORD} ${USER}
WORKDIR ${WK_DIR}

# Installing Docker CE
RUN apt-get install -y apt-transport-https ca-certificates curl software-properties-common
RUN curl -fsSL https://download.docker.com/linux/ubuntu/gpg | apt-key add -
RUN add-apt-repository \
    "deb [arch=amd64] https://download.docker.com/linux/ubuntu \
    $(lsb_release -cs) \
    stable"
RUN apt-get update -y
RUN apt-get install -y docker-ce docker-ce-cli containerd.io

# Installing Kubectl
RUN curl -LO https://storage.googleapis.com/kubernetes-release/release/v1.15.0/bin/linux/amd64/kubectl
RUN chmod +x ./kubectl
RUN mv ./kubectl /usr/local/bin/kubectl

# Installing Minikube
RUN curl -LO https://storage.googleapis.com/minikube/releases/latest/minikube-linux-amd64
RUN install minikube-linux-amd64 /usr/local/bin/minikube


ENV PATH="${PATH}:${WK_DIR}"
COPY start.sh start.sh
CMD sh start.sh

With this, just to make the deployment easier, I also have a docker-compose.yaml that looks like this:

services:
  kf-local:
    build: .
    volumes:
      - path/to/folder:/usr/kubeflow
    privileged: true

And start.sh looks like this:

service docker start

minikube start \
     --extra-config=apiserver.service-account-issuer=api \
     --extra-config=apiserver.service-account-signing-key-file=/var/lib/minikube/certs/apiserver.key \
     --extra-config=apiserver.service-account-api-audiences=api \
     --driver=docker

The problem is, whenever I try running this I get the error:

X Exiting due to DRV_AS_ROOT: The "docker" driver should not be used with root privileges.

I've tried creating a user and running it from there also but then I'm not being able to run sudo, any idea how I could install Kubernetes on a Docker container?