I use “minimal-notebook” as a base and install some extra packages, like “anndata” and “matplotlib”.
Then, I start the docker by
docker run -m 8g --memory-swap="20g" --cpus=2 -e NB_USER=jovyan -w /home/jovyan -v /Users/me:/home/jovyan/work -p 8888:8888 -it minimal-notebook_extra:latest
Then I enter Jupyter Notebook and import a library
import anndata as ad
It works well. Then I try to load my data
adata = ad.read("mydata.h5ad")
Then it reports an error
Kernel Restarting
The kernel appears to have died. It will restart automatically.
Without Docker, I could load the data normally. Does anybody have an idea what causes this error?
3 Likes
Have you checked the docker logs to see what the logs show? It might have some helpful information.
docker logs [OPTIONS] CONTAINER
I’ve been facing the same problem with Docker. My code works without Docker…
Did you find the solution? @kridsadakorn
Thanks
1 Like
I am also having this issue.
running Jupyterhub on EKS on AWS (chart jupyterhub-0.8.2)
usually happens when running large loads on the notebook
MSeal
5
Likely you are OOMing the container involved. Try running with more resources / looking at your container resources overtime before it dies.
I having the same issue with NAS Synology Ds718+ on Container Docker Image Jupyter/tensorflow-notebook:
import tensorflow as tf