pre-install minimal requirment python packages on vscode

codeserver/ubi9-python-3.9/Dockerfile

@@ -17,6 +17,20 @@ USER 0
 
 WORKDIR /opt/app-root/bin
 
+# Install usefull packages from Pipfile.lock
+COPY Pipfile.lock ./
+
+# Install packages and cleanup
+RUN echo "Installing softwares and packages" && \
+    micropipenv install && \
+    rm -f ./Pipfile.lock && \
+    # Fix permissions to support pip in Openshift environments \
+    chmod -R g+w /opt/app-root/lib/python3.9/site-packages && \
+    fix-permissions /opt/app-root -P
+
+# Install usefull OS packages
+RUN dnf install -y jq git-lfs libsndfile
+
 # Install Code Server
 RUN yum install -y "https://github.com/coder/code-server/releases/download/${CODESERVER_VERSION}/code-server-${CODESERVER_VERSION/v/}-amd64.rpm" && \
     yum -y clean all --enablerepo='*'

codeserver/ubi9-python-3.9/Pipfile

@@ -0,0 +1,47 @@
+[[source]]
+name = "pypi"
+url = "https://pypi.org/simple"
+verify_ssl = true
+
+[[source]]
+name = "pytorch"
+url = "https://download.pytorch.org/whl/cu118"
+verify_ssl = true
+
+[dev-packages]
+
+[packages]
+# Base packages
+wheel = "~=0.41.2"
+setuptools = "~=68.1.2"
+
+# Datascience packages
+boto3 = "~=1.29.7"
+kafka-python = "~=2.0.2"
+matplotlib = "~=3.8.2"
+numpy = "~=1.26.2"
+pandas = "~=2.1.3"
+plotly = "~=5.18.0"
+scikit-learn = "~=1.3.2"
+scipy = "~=1.11.4"
+skl2onnx = "~=1.15.0"
+codeflare-sdk = "~=0.12.1"
+kfp = "~=1.8.22"
+kfp-tekton = "~=1.8.1"
+ipykernel = "~=6.26.0"
+
+# PyTorch packages
+tensorboard = "~=2.15.1"
+torch = {version = "~=2.1.1", index = "pytorch"}
+torchvision = {version = "~=0.16.1", index = "pytorch"}
+torchmetrics = "~=1.2.0"
+
+# Some extra usefull packages
+opencensus = "~=0.11.3"
+smart-open = "~=6.4.0"
+virtualenv = "~=20.21.0"
+py-spy = "~=0.3.14"
+prometheus-client = "~=0.19.0"
+
+[requires]
+python_version = "3.9"