trustgraph/containers/Containerfile.vertexai

52 lines
1.6 KiB
Text
Raw Normal View History

# ----------------------------------------------------------------------------
# Build an AI container. This does the torch install which is huge, and I
# like to avoid re-doing this.
# ----------------------------------------------------------------------------
FROM docker.io/fedora:40 AS base
ENV PIP_BREAK_SYSTEM_PACKAGES=1
RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
python3-rdflib
RUN pip3 install --no-cache-dir \
google-cloud-aiplatform pulsar-client==3.5.0
# ----------------------------------------------------------------------------
# Build a container which contains the built Python packages. The build
# creates a bunch of left-over cruft, a separate phase means this is only
# needed to support package build
# ----------------------------------------------------------------------------
FROM base AS build
COPY trustgraph-base/ /root/build/trustgraph-base/
COPY trustgraph-vertexai/ /root/build/trustgraph-vertexai/
WORKDIR /root/build/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-base/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-vertexai/
RUN ls /root/wheels
# ----------------------------------------------------------------------------
# Finally, the target container. Start with base and add the package.
# ----------------------------------------------------------------------------
FROM base
COPY --from=build /root/wheels /root/wheels
RUN \
pip3 install --no-cache-dir /root/wheels/trustgraph_base-* && \
pip3 install --no-cache-dir /root/wheels/trustgraph_vertexai-* && \
rm -rf /root/wheels
WORKDIR /