Hadoop Docker Hub provides Hadoop Images, You can try them out or if you have something suitable for different environments, then you might require to run on a fully distributed environment.i.e. with a container for the HDFS and YARN master node and multiple containers for the worker nodes.
I can help you with an Image that I have. You can see from the Dockerfile that it starts from the Java base image, installs Hadoop and uses a startup script so containers can be run as a master or a worker.
That means you can run a distributed cluster with Docker, using the latest networking stack:
docker network create hadoop
docker run -d -p 50070:50070 -p 8088:8088 \
--network hadoop --name hadoop-dotnet-master \
docker run -d -p 50075:50075 -p 8142:8042 -p 19888:19888 \
You can run a fully-distributed cluster with a Docker Compose file.
I hope this should help.