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Dockerfile.QA
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# Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# * Neither the name of NVIDIA CORPORATION nor the names of its
# contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#
# Multistage build.
#
ARG BASE_IMAGE=tritonserver
ARG BUILD_IMAGE=tritonserver_build
ARG CBE_IMAGE=tritonserver_cbe
ARG CLIENT_IMAGE=tritonserver_client
############################################################################
## Build test utilities and custom backends in the BUILD_IMAGE since
## it has already been configured correctly and has some existing
## build artifacts. Copy artifacts into QA area.
############################################################################
FROM ${BUILD_IMAGE} AS build
# Ensure apt-get won't prompt for selecting options
ENV DEBIAN_FRONTEND=noninteractive
# image_preprocess custom backend requires opencv
RUN apt-get update && apt-get install -y --no-install-recommends \
libopencv-dev \
libopencv-core-dev
WORKDIR /workspace
RUN cd builddir && \
make -j16 trtis-test-utils trtis-custom-backends
# Update the qa/ directory with test executables, models, etc.
WORKDIR /workspace
RUN mkdir -p qa/common && \
mkdir qa/L0_simple_example/models && \
cp -r docs/examples/model_repository/simple qa/L0_simple_example/models/. && \
mkdir qa/L0_backend_release/simple_models && \
cp -r docs/examples/model_repository/simple qa/L0_backend_release/simple_models/. && \
mkdir qa/L0_simple_callback_example/models && \
cp -r docs/examples/model_repository/simple qa/L0_simple_callback_example/models/. && \
mkdir qa/L0_simple_string_example/models && \
cp -r docs/examples/model_repository/simple_string qa/L0_simple_string_example/models/. && \
mkdir qa/L0_simple_shared_memory_example/models && \
cp -r docs/examples/model_repository/simple qa/L0_simple_shared_memory_example/models/. && \
cp -r docs/examples/model_repository/simple_string qa/L0_simple_shared_memory_example/models/. && \
mkdir qa/L0_simple_cuda_shared_memory_example/models && \
cp -r docs/examples/model_repository/simple qa/L0_simple_cuda_shared_memory_example/models/. && \
cp -r docs/examples/model_repository/simple_string qa/L0_simple_cuda_shared_memory_example/models/. && \
mkdir qa/L0_shared_memory/models && \
cp -r docs/examples/model_repository/simple qa/L0_shared_memory/models/. && \
mkdir qa/L0_cuda_shared_memory/models && \
cp -r docs/examples/model_repository/simple qa/L0_cuda_shared_memory/models/. && \
mkdir qa/L0_cmdline_trace/models && \
cp -r docs/examples/model_repository/simple qa/L0_cmdline_trace/models/. && \
cp -r /workspace/docs/examples/model_repository/simple qa/L0_grpc_v2/models && \
cp -r /workspace/docs/examples/model_repository/simple_string qa/L0_grpc_v2/models && \
cp -r /workspace/docs/examples/model_repository/inception_graphdef qa/L0_grpc_v2/models && \
mkdir qa/L0_http_v2/models && \
cp -r /workspace/docs/examples/model_repository/simple qa/L0_http_v2/models && \
cp -r /workspace/docs/examples/model_repository/inception_graphdef qa/L0_http_v2/models && \
cp -r /workspace/docs/examples/ensemble_model_repository qa/L0_perf_client/ && \
cp /opt/tritonserver/bin/simple qa/L0_simple_lib/. && \
cp /opt/tritonserver/bin/simplev2 qa/L0_simple_lib/. && \
cp /opt/tritonserver/bin/memory_alloc qa/L0_io/. && \
cp /workspace/builddir/trtis-test-utils/install/bin/memory_test qa/L0_memory/.
RUN cp /workspace/builddir/trtis-test-utils/install/bin/caffe2plan qa/common/.
RUN mkdir -p qa/custom_models/custom_int32_int32_int32/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/custom_models/custom_int32_int32_int32/1/. && \
mkdir -p qa/custom_models/custom_nobatch_int32_int32_int32/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/custom_models/custom_nobatch_int32_int32_int32/1/. && \
mkdir -p qa/custom_models/custom_float32_float32_float32/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/custom_models/custom_float32_float32_float32/1/. && \
mkdir -p qa/custom_models/custom_nobatch_float32_float32_float32/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/custom_models/custom_nobatch_float32_float32_float32/1/. && \
mkdir -p qa/L0_simple_custom_example/models/simple/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/L0_simple_custom_example/models/simple/1/. && \
mkdir -p qa/L0_simple_ensemble/models/simple/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/L0_simple_ensemble/models/simple/1/. && \
mkdir -p qa/L0_simple_ensemble/models/simple/2 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/L0_simple_ensemble/models/simple/2/. && \
mkdir -p qa/L0_multiple_ports/models/simple/1 && \
cp builddir/trtis-custom-backends/install/lib/libaddsub.so \
qa/L0_multiple_ports/models/simple/1/.
RUN mkdir -p qa/L0_custom_image_preprocess/models/image_preprocess_nhwc_224x224x3/1 && \
cp builddir/trtis-custom-backends/install/lib/libimagepreprocess.so \
qa/L0_custom_image_preprocess/models/image_preprocess_nhwc_224x224x3/1/.
RUN mkdir -p qa/L0_perf_client/ensemble_model_repository/image_preprocess_nchw_3x224x224_inception/1 && \
cp builddir/trtis-custom-backends/install/lib/libimagepreprocess.so \
qa/L0_perf_client/ensemble_model_repository/image_preprocess_nchw_3x224x224_inception/1/.
RUN mkdir -p qa/L0_custom_param/models/param/1 && \
cp builddir/trtis-custom-backends/install/lib/libparam.so \
qa/L0_custom_param/models/param/1/.
RUN mkdir -p qa/L0_simple_sequence_example/models/simple_sequence/1 && \
cp builddir/trtis-custom-backends/install/lib/libsequence.so \
qa/L0_simple_sequence_example/models/simple_sequence/1/. && \
mkdir -p qa/L0_simple_sequence_example/models_dyna/simple_sequence/1 && \
cp builddir/trtis-custom-backends/install/lib/libdyna_sequence.so \
qa/L0_simple_sequence_example/models_dyna/simple_sequence/1/. && \
mkdir -p qa/L0_backend_release/simple_seq_models/simple_sequence/1 && \
cp builddir/trtis-custom-backends/install/lib/libsequence.so \
qa/L0_backend_release/simple_seq_models/simple_sequence/1/. && \
mkdir -p qa/L0_grpc_v2/models/simple_sequence/1 && \
cp builddir/trtis-custom-backends/install/lib/libsequence.so \
qa/L0_grpc_v2/models/simple_sequence/1/. && \
mkdir -p qa/custom_models/custom_sequence_int32/1 && \
cp builddir/trtis-custom-backends/install/lib/libsequence.so \
qa/custom_models/custom_sequence_int32/1/. && \
mkdir -p qa/custom_models/custom_dyna_sequence_int32/1 && \
cp builddir/trtis-custom-backends/install/lib/libdyna_sequence.so \
qa/custom_models/custom_dyna_sequence_int32/1/.
RUN cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_infer/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_infer_variable/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_infer_reshape/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_infer_zero/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_sequence_batcher/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_savedmodel_shape/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_simple_perf/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_perf_custom/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_simple_dbatch_perf/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_perf_nomodel/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_perf_client/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_large_payload/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_model_config/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_model_queue/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_simple_lib/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_pinned_memory/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_io/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_warmup/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_cmdline_trace/. && \
cp builddir/trtis-custom-backends/install/lib/libidentity.so \
qa/L0_batcher/. && \
mkdir -p qa/L0_infer_shm && \
cp -r qa/L0_infer/. qa/L0_infer_shm && \
mkdir -p qa/L0_infer_cudashm && \
cp -r qa/L0_infer/. qa/L0_infer_cudashm && \
mkdir -p qa/L0_trt_shape_tensors_shm && \
cp -r qa/L0_trt_shape_tensors/. qa/L0_trt_shape_tensors_shm && \
mkdir -p qa/L0_trt_shape_tensors_cudashm && \
cp -r qa/L0_trt_shape_tensors/. qa/L0_trt_shape_tensors_cudashm && \
mkdir -p qa/L0_batcher_shm && \
cp -r qa/L0_batcher/. qa/L0_batcher_shm && \
mkdir -p qa/L0_batcher_cudashm && \
cp -r qa/L0_batcher/. qa/L0_batcher_cudashm && \
mkdir -p qa/L0_sequence_batcher_shm && \
cp -r qa/L0_sequence_batcher/. qa/L0_sequence_batcher_shm && \
mkdir -p qa/L0_sequence_batcher_cudashm && \
cp -r qa/L0_sequence_batcher/. qa/L0_sequence_batcher_cudashm
# Generating the docs requires the docs source and the source code so
# copy that into L0_docs so that it is available when that test runs.
RUN cp VERSION qa/L0_docs/. && \
cp README.rst qa/L0_docs/. && \
cp -r docs qa/L0_docs/. && \
cp -r src qa/L0_docs/.
############################################################################
## Copy artifacts from client container
############################################################################
FROM ${CLIENT_IMAGE} AS client
WORKDIR /workspace
COPY --from=build /workspace/qa/ qa/
RUN mkdir -p qa/clients && mkdir -p qa/pkgs && \
cp install/bin/* qa/clients/. && \
cp install/lib/librequest.so qa/clients/. && \
cp install/lib/libgrpcclient.so qa/clients/. && \
cp install/python/*.py qa/clients/. && \
cp install/python/tensorrtserver*.whl qa/pkgs/. && \
cp install/python/triton*.whl qa/pkgs/.
############################################################################
## Copy artifacts from custom backend container
############################################################################
FROM ${CBE_IMAGE} AS cbe
WORKDIR /workspace
COPY --from=client /workspace/qa/ qa/
RUN (cd qa/L0_custom_backend && tar xzf /workspace/*.custombackend.tar.gz)
############################################################################
## Create CI enabled image
############################################################################
FROM $BASE_IMAGE
# Ensure apt-get won't prompt for selecting options
ENV DEBIAN_FRONTEND=noninteractive
# install platform specific packages
RUN if [ $(cat /etc/os-release | grep 'VERSION_ID="16.04"' | wc -l) -ne 0 ]; then \
apt-get update && \
apt-get install -y --no-install-recommends \
libpng12-dev; \
elif [ $(cat /etc/os-release | grep 'VERSION_ID="18.04"' | wc -l) -ne 0 ]; then \
apt-get update && \
apt-get install -y --no-install-recommends \
libpng-dev; \
else \
echo "Ubuntu version must be either 16.04 or 18.04" && \
exit 1; \
fi
RUN apt-get update && apt-get install -y --no-install-recommends \
curl \
jmeter \
jmeter-http \
libb64-dev \
libopencv-dev \
libopencv-core-dev \
libzmq3-dev \
python3-dev \
python3-pip \
python3-protobuf \
swig && \
rm -rf /var/lib/apt/lists/*
# CI/QA expects "python" executable (not python3).
RUN rm -f /usr/bin/python && \
ln -s /usr/bin/python3 /usr/bin/python
RUN pip3 install --upgrade numpy pillow future grpcio requests gsutil awscli six
# CI expects tests in /opt/tritonserver/qa. The triton-server (1000)
# user should own all artifacts in case CI is run using triton-server
# user.
WORKDIR /opt/tritonserver
COPY --chown=1000:1000 --from=cbe /workspace/qa/ qa/
# Remove CI tests that are meant to run only on build image and
# install the tritonserver/triton python client APIs.
RUN rm -fr qa/L0_copyrights qa/L0_build_variants && \
pip3 install --upgrade qa/pkgs/tensorrtserver*.whl && \
pip3 install --upgrade qa/pkgs/triton*.whl
ENV LD_LIBRARY_PATH /opt/tritonserver/qa/clients:${LD_LIBRARY_PATH}