Switch base image to UBI for AMD rocm install

- adjust the makefile with ubi change

Signed-off-by: Harshad Reddy Nalla <[email protected]>

Makefile

@@ -267,30 +267,30 @@ rstudio-c9s-python-3.9: base-c9s-python-3.9
 cuda-rstudio-c9s-python-3.9: cuda-c9s-python-3.9
 	$(call image,$@,rstudio/c9s-python-3.9,$<)
 
-####################################### Buildchain for AMD Python 3.9 using C9S #######################################
-.PHONY: amd-c9s-python-3.9
-amd-c9s-python-3.9: base-c9s-python-3.9	
-	$(call image,$@,amd/c9s-python-3.9,$<)
+####################################### Buildchain for AMD Python 3.9 using UBI9 #######################################
+.PHONY: amd-ubi9-python-3.9
+amd-ubi9-python-3.9: base-ubi9-python-3.9
+	$(call image,$@,amd/ubi9-python-3.9,$<)
 
-# We are only using c9s base image here onwards, 
+# We are only using ubi9 base image here onwards, 
 # DON'T confuse due to the ubi9 mention, it just directory name.
-.PHONY: amd-jupyter-minimal-c9s-python-3.9
-amd-jupyter-minimal-c9s-python-3.9: amd-c9s-python-3.9
+.PHONY: amd-jupyter-minimal-ubi9-python-3.9
+amd-jupyter-minimal-ubi9-python-3.9: amd-ubi9-python-3.9
 	$(call image,$@,jupyter/minimal/ubi9-python-3.9,$<)
 
 # Build and push jupyter-datascience-ubi9-python-3.9 image to the registry
-.PHONY: amd-jupyter-datascience-c9s-python-3.9
-amd-jupyter-datascience-c9s-python-3.9: amd-jupyter-minimal-c9s-python-3.9
+.PHONY: amd-jupyter-datascience-ubi9-python-3.9
+amd-jupyter-datascience-ubi9-python-3.9: amd-jupyter-minimal-ubi9-python-3.9
 	$(call image,$@,jupyter/datascience/ubi9-python-3.9,$<)
 
 # Build and push jupyter-tensorflow-ubi9-python-3.9 image to the registry
-.PHONY: amd-jupyter-tensorflow-c9s-python-3.9
-amd-jupyter-tensorflow-c9s-python-3.9: amd-jupyter-datascience-c9s-python-3.9
+.PHONY: amd-jupyter-tensorflow-ubi9-python-3.9
+amd-jupyter-tensorflow-ubi9-python-3.9: amd-jupyter-datascience-ubi9-python-3.9
 	$(call image,$@,jupyter/amd/tensorflow/ubi9-python-3.9,$<)
 
 # Build and push jupyter-pytorch-ubi9-python-3.9 image to the registry
-.PHONY: amd-jupyter-pytorch-c9s-python-3.9
-amd-jupyter-pytorch-c9s-python-3.9: amd-jupyter-datascience-c9s-python-3.9
+.PHONY: amd-jupyter-pytorch-ubi9-python-3.9
+amd-jupyter-pytorch-ubi9-python-3.9: amd-jupyter-datascience-ubi9-python-3.9
 	$(call image,$@,jupyter/amd/pytorch/ubi9-python-3.9,$<)
 
 ####################################### Buildchain for Anaconda Python #######################################

amd/ubi9-python-3.9/Dockerfile

@@ -0,0 +1,39 @@
+# Install ROCm AMD from:
+# https://github.com/ROCm/ROCm-docker/blob/master/dev/Dockerfile-centos-7-complete
+ARG BASE_IMAGE
+FROM ${BASE_IMAGE}
+LABEL name="odh-notebook-rocm-python-3.9" \
+      summary="ROCm Python 3.9 base image for ODH notebooks" \
+      description="ROCm Python 3.9 builder image based on UBI9 for ODH notebooks" \
+      io.k8s.display-name="ROCm Python 3.9 base image for ODH notebooks" \
+      io.k8s.description="ROCm Python 3.9 builder image based on UBI9 for ODH notebooks" \
+      authoritative-source-url="https://github.com/opendatahub-io/notebooks" \
+      io.openshift.build.commit.ref="main" \
+      io.openshift.build.source-location="https://github.com/opendatahub-io/notebooks/tree/main/amd/ubi9-python-3.9" \
+      io.openshift.build.image="quay.io/opendatahub/workbench-images:rocm-ubi9-python-3.9"
+
+USER 0
+WORKDIR /opt/app-root/bin
+
+ARG ROCM_VERSION=6.1
+ARG AMDGPU_VERSION=6.1
+
+# Enable epel-release repositories
+
+# Install the ROCm rpms
+RUN echo "[ROCm]" > /etc/yum.repos.d/rocm.repo && \
+    echo "name=ROCm" >> /etc/yum.repos.d/rocm.repo && \
+    echo "baseurl=https://repo.radeon.com/rocm/rhel9/$ROCM_VERSION/main" >> /etc/yum.repos.d/rocm.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/rocm.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/rocm.repo && \
+    echo "[amdgpu]" > /etc/yum.repos.d/amdgpu.repo && \
+    echo "name=amdgpu" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "baseurl=https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/rhel/9.4/main/x86_64" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/amdgpu.repo && \
+    yum install -y rocm && \
+    yum clean all && rm -rf /var/cache/yum
+
+# Restore notebook user workspace
+USER 1001
+WORKDIR /opt/app-root/src