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fix ci container to work with new environment #981

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merged 2 commits into from
May 16, 2023
Merged

fix ci container to work with new environment #981

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899670e
fix ci container to work with new environment
jperez999 May 16, 2023
81f9a0f
Merge branch 'main' into new-ci-container
jperez999 May 16, 2023
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54 changes: 35 additions & 19 deletions ci/dockerfile.ci
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Original file line number Diff line number Diff line change
Expand Up @@ -2,38 +2,54 @@
ARG TRITON_VERSION=22.11
ARG BASE_IMAGE=nvcr.io/nvstaging/merlin/merlin-hugectr:nightly
ARG FULL_IMAGE=nvcr.io/nvidia/tritonserver:${TRITON_VERSION}-py3
ARG TF_DLFW=nvcr.io/nvidia/tensorflow:${TRITON_VERSION}-tf2-py3
ARG TORCH_DLFW=nvcr.io/nvidia/pytorch:${TRITON_VERSION}-py3


FROM ${FULL_IMAGE} as triton
FROM ${TF_DLFW} as tf_dflw
FROM ${TORCH_DLFW} as th_dlfw
FROM ${BASE_IMAGE}

RUN pip install --no-cache-dir tensorflow protobuf==3.20.3 \
&& pip uninstall tensorflow keras -y

COPY --chown=1000:1000 --from=triton /opt/tritonserver/backends/tensorflow2 backends/tensorflow2/
COPY --chown=1000:1000 --from=triton /opt/tritonserver/backends/pytorch backends/pytorch/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/tensorflow /usr/local/lib/python3.8/dist-packages/tensorflow/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/tensorflow-*.dist-info /usr/local/lib/python3.8/dist-packages/tensorflow.dist-info/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/keras /usr/local/lib/python3.8/dist-packages/keras/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/keras-*.dist-info /usr/local/lib/python3.8/dist-packages/keras.dist-info/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/bin/saved_model_cli /usr/local/bin/saved_model_cli
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/tensorflow/ /usr/local/lib/tensorflow/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/horovod /usr/local/lib/python3.8/dist-packages/horovod/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/lib/python3.8/dist-packages/horovod-*.dist-info /usr/local/lib/python3.8/dist-packages/horovod.dist-info/
COPY --chown=1000:1000 --from=tf_dflw /usr/local/bin/horovodrun /usr/local/bin/horovodrun

RUN pip install --no-cache-dir --no-deps torch torchmetrics \
&& pip install --no-cache-dir --upgrade pip \
&& pip install sympy \
&& rm -rf /usr/local/lib/python3.8/dist-packages/torch \
&& rm -rf /usr/local/lib/python3.8/dist-packages/caffe2

COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/numba /usr/local/lib/python3.8/dist-packages/numba
COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/numpy /usr/local/lib/python3.8/dist-packages/numpy
COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/torch /usr/local/lib/python3.8/dist-packages/torch

COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/numba-*.dist-info /usr/local/lib/python3.8/dist-packages/numba.dist-info/
COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/numpy-*.dist-info /usr/local/lib/python3.8/dist-packages/numpy.dist-info/
COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/python3.8/dist-packages/torch-*.egg-info /usr/local/lib/python3.8/dist-packages/torch.egg-info/
COPY --chown=1000:1000 --from=th_dlfw /usr/local/lib/libmkl* /usr/local/lib/

RUN pip install tensorflow-gpu==2.10.1 transformers==4.26.1
RUN pip install torch --extra-index-url https://download.pytorch.org/whl/cu117
RUN pip install torchmetrics==0.10.0 matplotlib
RUN pip install fastai fastcore fastprogress fastdownload --no-deps

# install dependencies for systems testing
RUN pip install pytest-cov pytest-xdist sphinx-multiversion; pip install -r /nvtabular/requirements/dev.txt
RUN pip install astroid==2.5.6 'feast<0.20' scikit-learn
RUN pip install transformers==4.26.1 matplotlib pytest-cov pytest-xdist tox sphinx-multiversion astroid==2.5.6 'feast==0.31' scikit-learn; pip install -r /nvtabular/requirements/dev.txt
RUN echo 'import sphinx.domains' >> /usr/local/lib/python3.8/dist-packages/sphinx/__init__.py
RUN HOROVOD_GPU_OPERATIONS=NCCL python -m pip install --no-cache-dir horovod && horovodrun --check-build

# Pin dask/distributed package versions after other installs
# to make sure we have the right ones
RUN pip install dask==2022.7.1 distributed==2022.7.1

RUN pip install tox

# Update the Merlin repos (to avoid needed to rebuild underlying images to get updates)
RUN cd /Merlin && git pull origin main
RUN cd /core/ && git pull origin main && pip install . --no-deps
RUN cd /dataloader/ && git pull origin main && pip install . --no-deps
RUN cd /nvtabular/ && git pull origin main && pip install . --no-deps
RUN cd /systems/ && git pull origin main && pip install . --no-deps
RUN cd /models/ && git pull origin main && pip install . --no-deps
RUN cd /transformers4rec/ && git pull origin main && pip install . --no-deps
RUN cd /Merlin && git pull origin main; cd /core/ && git pull origin main && pip install . --no-deps; cd /dataloader/ && git pull origin main && pip install . --no-deps
RUN cd /nvtabular/ && git pull origin main && pip install . --no-deps; cd /systems/ && git pull origin main && pip install . --no-deps; cd /models/ && git pull origin main && pip install . --no-deps; cd /transformers4rec/ && git pull origin main && pip install . --no-deps


HEALTHCHECK NONE
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