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# --- Clone the kubeflow/kubeflow code ---
FROM ubuntu AS fetch-kubeflow-kubeflow
RUN apt-get update && apt-get install git -y
WORKDIR /kf
RUN git clone https://github.com/kubeflow/kubeflow.git && \
cd kubeflow && \
git checkout e6fdf51
# --- Build the backend kubeflow-wheel ---
FROM python:3.7-slim-buster AS backend-kubeflow-wheel
WORKDIR /src
ARG BACKEND_LIB=/kf/kubeflow/components/crud-web-apps/common/backend
COPY --from=fetch-kubeflow-kubeflow $BACKEND_LIB .
RUN python setup.py sdist bdist_wheel
# --- Build the frontend kubeflow library ---
FROM node:10 AS frontend-kubeflow-lib
WORKDIR /src
ARG LIB=/kf/kubeflow/components/crud-web-apps/common/frontend/kubeflow-common-lib
COPY --from=fetch-kubeflow-kubeflow $LIB/package*.json ./
RUN npm install
COPY --from=fetch-kubeflow-kubeflow $LIB/ ./
RUN npm run build
# --- Build the frontend ---
FROM node:12 AS frontend
WORKDIR /src
COPY ./frontend/package*.json ./
RUN npm install
COPY --from=frontend-kubeflow-lib /src/dist/kubeflow/ ./node_modules/kubeflow/
COPY ./frontend/ .
RUN npm run build -- --output-path=./dist/default --configuration=production
# Web App
FROM python:3.7-slim-buster
WORKDIR /package
COPY --from=backend-kubeflow-wheel /src/dist .
RUN pip3 install *.whl
WORKDIR /src
COPY ./backend/requirements.txt .
RUN pip3 install -r requirements.txt
COPY ./backend/apps/ ./apps
COPY ./backend/entrypoint.py .
COPY ./backend/Makefile .
COPY --from=frontend /src/dist/default/ /src/apps/v1beta1/static/
ENV APP_PREFIX /models
ENV APP_VERSION v1beta1
ENTRYPOINT ["gunicorn", "-w", "3", "--bind", "0.0.0.0:5000", "--access-logfile", "-", "entrypoint:app"]