RHAIENG-332: (feat): update LLMCompressor image for 3.12 and ImageStream (opendatahub-io#1972)

# Conflicts:
#	jupyter/pytorch+llmcompressor/ubi9-python-3.12/Pipfile.lock
#	jupyter/pytorch+llmcompressor/ubi9-python-3.12/requirements.txt

Author: atheo89

jupyter/pytorch+llmcompressor/ubi9-python-3.11/runtime-images/llmcompressor-pytorch-ubi9-py311.json

@@ -14,7 +14,7 @@ RUN cd ./mongodb-cli-mongocli-v${MONGOCLI_VERSION}/ && \
 ####################
 # base             #
 ####################
-FROM registry.access.redhat.com/ubi9/python-311:latest AS base
+FROM registry.access.redhat.com/ubi9/python-312:latest AS base
 
 WORKDIR /opt/app-root/bin
 
@@ -142,7 +142,7 @@ WORKDIR /opt/app-root/src
 FROM cuda-base AS cuda-jupyter-minimal
 
 ARG JUPYTER_REUSABLE_UTILS=jupyter/utils
-ARG MINIMAL_SOURCE_CODE=jupyter/minimal/ubi9-python-3.11
+ARG MINIMAL_SOURCE_CODE=jupyter/minimal/ubi9-python-3.12
 
 WORKDIR /opt/app-root/bin
 
@@ -168,7 +168,7 @@ ENTRYPOINT ["start-notebook.sh"]
 #############################
 FROM cuda-jupyter-minimal AS cuda-jupyter-datascience
 
-ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.11
+ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.12
 
 WORKDIR /opt/app-root/bin
 
@@ -201,20 +201,20 @@ WORKDIR /opt/app-root/src
 #############################
 FROM cuda-jupyter-datascience AS cuda-jupyter-pytorch
 
-ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.11
-ARG PYTORCH_SOURCE_CODE=jupyter/pytorch+llmcompressor/ubi9-python-3.11
+ARG DATASCIENCE_SOURCE_CODE=jupyter/datascience/ubi9-python-3.12
+ARG PYTORCH_SOURCE_CODE=jupyter/pytorch+llmcompressor/ubi9-python-3.12
 
 WORKDIR /opt/app-root/bin
 
-LABEL name="odh-notebook-jupyter-cuda-pytorch-ubi9-python-3.11" \
+LABEL name="odh-notebook-jupyter-cuda-pytorch-ubi9-python-3.12" \
     summary="Jupyter CUDA pytorch notebook image for ODH notebooks" \
-    description="Jupyter CUDA pytorch notebook image with base Python 3.11 builder image based on UBI9 for ODH notebooks" \
+    description="Jupyter CUDA pytorch notebook image with base Python 3.12 builder image based on UBI9 for ODH notebooks" \
     io.k8s.display-name="Jupyter CUDA pytorch notebook image for ODH notebooks" \
-    io.k8s.description="Jupyter CUDA pytorch notebook image with base Python 3.11 builder image based on UBI9 for ODH notebooks" \
+    io.k8s.description="Jupyter CUDA pytorch notebook image with base Python 3.12 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/jupyter/pytorch/ubi9-python-3.11" \
-    io.openshift.build.image="quay.io/opendatahub/workbench-images:cuda-jupyter-pytorch-ubi9-python-3.11"
+    io.openshift.build.source-location="https://github.com/opendatahub-io/notebooks/tree/main/jupyter/pytorch/ubi9-python-3.12" \
+    io.openshift.build.image="quay.io/opendatahub/workbench-images:cuda-jupyter-pytorch-ubi9-python-3.12"
 
 # Install Python packages and Jupyterlab extensions from Pipfile.lock
 COPY ${PYTORCH_SOURCE_CODE}/Pipfile.lock ./
@@ -235,7 +235,7 @@ RUN echo "Installing softwares and packages" && \
     # Apply JupyterLab addons \
     /opt/app-root/bin/utils/addons/apply.sh && \
     # Fix permissions to support pip in Openshift environments \
-    chmod -R g+w /opt/app-root/lib/python3.11/site-packages && \
+    chmod -R g+w /opt/app-root/lib/python3.12/site-packages && \
     fix-permissions /opt/app-root -P
 
 # Copy Elyra runtime-images definitions and set the version

jupyter/pytorch+llmcompressor/ubi9-python-3.11/Dockerfile.cuda renamed to jupyter/pytorch+llmcompressor/ubi9-python-3.12/Dockerfile.cuda

@@ -4,7 +4,7 @@ verify_ssl = true
 name = "pypi"
 
 [[source]]
-url = "https://download.pytorch.org/whl/cu124"
+url = "https://download.pytorch.org/whl/cu126"
 verify_ssl = true
 name = "pytorch"
 
@@ -15,8 +15,8 @@ vllm = "~=0.8.5"
 [packages]
 # PyTorch packages
 tensorboard = "~=2.19.0"
-torch = {version = "==2.6.0", index = "pytorch"}
-torchvision = {version = "==0.21.0", index = "pytorch"}
+torch = {version = "==2.6.0+cu126", index = "pytorch"}
+torchvision = {version = "==0.21.0+cu126", index = "pytorch"}
 
 # llmcompressor packages
 llmcompressor = "~=0.5.1"
@@ -37,7 +37,7 @@ boto3 = "~=1.37.8"
 kafka-python-ng = "~=2.2.3"
 kfp = "~=2.12.1"
 matplotlib = "~=3.10.1"
-numpy = "<2.0"
+numpy = "<2.0.0"
 pandas = "~=2.2.3"
 plotly = "~=6.0.0"
 scikit-learn = "~=1.6.1"
@@ -62,8 +62,8 @@ jupyter-server = "~=2.16.0"
 jupyter-server-proxy = "~=4.4.0"
 jupyter-server-terminals = "~=0.5.3"
 jupyterlab-git = "~=0.51.1"
-jupyterlab-lsp = "~=5.1.0"
-jupyterlab-widgets = "~=3.0.13"
+jupyterlab-lsp = "~=5.1.1"
+jupyterlab-widgets = "~=3.0.15"
 jupyter-resource-usage = "~=1.1.1"
 nbdime = "~=4.0.2"
 nbgitpuller = "~=1.2.2"
@@ -73,4 +73,4 @@ wheel = "~=0.45.1"
 setuptools = "~=78.1.1"
 
 [requires]
-python_version = "3.11"
+python_version = "3.12"

jupyter/pytorch+llmcompressor/ubi9-python-3.11/Pipfile renamed to jupyter/pytorch+llmcompressor/ubi9-python-3.12/Pipfile

@@ -1,15 +1,15 @@
 ---
 apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
-namePrefix: jupyter-pytorch-llmcompressor-ubi9-python-3-11-
+namePrefix: jupyter-pytorch-llmcompressor-ubi9-python-3-12-
 labels:
   - includeSelectors: true
     pairs:
-      app: jupyter-pytorch-llmcompressor-ubi9-python-3-11
+      app: jupyter-pytorch-llmcompressor-ubi9-python-3-12
 resources:
   - service.yaml
   - statefulset.yaml
 images:
   - name: quay.io/opendatahub/workbench-images
     newName: quay.io/opendatahub/workbench-images
-    newTag: jupyter-pytorch-llmcompressor-ubi9-python-3.11
+    newTag: jupyter-pytorch-llmcompressor-ubi9-python-3.12

jupyter/pytorch+llmcompressor/ubi9-python-3.11/Pipfile.lock renamed to jupyter/pytorch+llmcompressor/ubi9-python-3.12/Pipfile.lock

@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
         - name: notebook
-          image: quay.io/opendatahub/workbench-images:jupyter-pytorch-llmcompressor-ubi9-python-3.11
+          image: quay.io/opendatahub/workbench-images:jupyter-pytorch-llmcompressor-ubi9-python-3.12
           imagePullPolicy: Always
           workingDir: /opt/app-root/src
           env: