Note: This is not an issue related to scikit-learn package.
Hi,
I tried deploying a toy model using scikit-learn on Clipper cluster using DockerContainerManager.
It's successfully able to build the docker image but gets stuck on
18-08-05:18:37:04 INFO [docker_container_manager.py:353] [default-cluster] Found 0 replicas for tree-model:1. Adding 1
On inspecting the docker container, first it exits and on checking the logs of the respective container I get:
Starting Python Closure container Connecting to Clipper with default port: 7000 Encountered an ImportError when running container. You can use the pkgs_to_install argument when calling clipper_admin.build_model() to supply any needed Python packages.
I think this is a common error, even others encountered it: https://github.com/ShuaiW/serve-ml-with-clipper/issues/3
Any help would be really appreciated!