Dockerfile.QA

# Copyright (c) 2018-2020, NVIDIA CORPORATION. All rights reserved.
#
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# 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 SDK_IMAGE=tritonserver_sdk
ARG TRITON_COMMON_REPO_TAG=main
ARG TRITON_CORE_REPO_TAG=main

############################################################################
## Build tests 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 /tmp/tritonbuild/tritonserver/build
ARG TRITON_COMMON_REPO_TAG
ARG TRITON_CORE_REPO_TAG
RUN cmake -DTRITON_ENABLE_GPU=ON \
          -DTRITON_COMMON_REPO_TAG:STRING=${TRITON_COMMON_REPO_TAG} \
          -DTRITON_CORE_REPO_TAG:STRING=${TRITON_CORE_REPO_TAG} /workspace/build && \
    make -j16 test-util

# Add models and custom backend for imageprocess ensemble example repo
WORKDIR /workspace/qa/ensemble_models/image_preprocess_ensemble_example
RUN mkdir -p inception_graphdef/1 && \
    wget -O /tmp/inception_v3_2016_08_28_frozen.pb.tar.gz \
         https://storage.googleapis.com/download.tensorflow.org/models/inception_v3_2016_08_28_frozen.pb.tar.gz && \
    (cd /tmp && tar xzf inception_v3_2016_08_28_frozen.pb.tar.gz) && \
    mv /tmp/inception_v3_2016_08_28_frozen.pb inception_graphdef/1/model.graphdef && \
    mkdir -p image_preprocess_nhwc_299x299x3_inception/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libimagepreprocess.so \
        image_preprocess_nhwc_299x299x3_inception/1/. && \
    mkdir -p preprocess_inception_ensemble/1
    
# Update the qa/ directory with test executables, models, etc.
WORKDIR /workspace
RUN mkdir -p qa/common && \
    cp -r /workspace/src/backends/backend/examples/models/repeat_int32 qa/L0_decoupled/models/ && \
    cp -r /workspace/src/backends/backend/examples/models/square_int32 qa/L0_decoupled/models/ && \
    mkdir qa/L0_simple_example/models && \
    cp -r docs/examples/model_repository/simple qa/L0_simple_example/models/. && \
    mkdir qa/L0_simple_go_client/models && \
    cp -r docs/examples/model_repository/simple qa/L0_simple_go_client/models/. && \
    mkdir -p qa/L0_simple_go_client/core && \
    cp /workspace/src/core/*.proto qa/L0_simple_go_client/core/. && \
    cp /workspace/src/clients/go/*.go qa/L0_simple_go_client/. && \
    mkdir qa/L0_backend_release/simple_models && \
    cp -r docs/examples/model_repository/simple qa/L0_backend_release/simple_models/. && \
    mkdir qa/L0_backend_release/simple_seq_models && \
    cp -r /workspace/docs/examples/model_repository/simple_sequence qa/L0_backend_release/simple_seq_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_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/simple qa/L0_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/simple_dyna_sequence qa/L0_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/simple_int8 qa/L0_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/simple_sequence qa/L0_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/simple_string qa/L0_grpc/models && \
    cp -r /workspace/docs/examples/model_repository/inception_graphdef qa/L0_grpc/models && \
    mkdir qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/simple qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/simple_dyna_sequence qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/simple_identity qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/simple_sequence qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/simple_string qa/L0_http/models && \
    cp -r /workspace/docs/examples/model_repository/inception_graphdef qa/L0_http/models && \
    mkdir qa/L0_https/models && \
    cp -r docs/examples/model_repository/simple qa/L0_https/models/. && \
    mkdir qa/L0_secure_grpc/models && \
    cp -r docs/examples/model_repository/simple qa/L0_secure_grpc/models/. && \
    cp /tmp/tritonbuild/install/bin/simple qa/L0_simple_lib/. && \
    cp /tmp/tritonbuild/install/bin/memory_alloc qa/L0_io/. && \
    cp /tmp/tritonbuild/install/bin/multi_server qa/L0_multi_server/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/bin/memory_test qa/L0_memory/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/bin/pinned_memory_manager_test qa/L0_memory/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/bin/rate_limiter_test qa/L0_rate_limiter/.

# caffe2plan will not exist if the build was done without TensorRT enabled
RUN if [ -f /tmp/tritonbuild/tritonserver/build/test-util/install/bin/caffe2plan ]; then \
       cp /tmp/tritonbuild/tritonserver/build/test-util/install/bin/caffe2plan qa/common/.; \
    fi

RUN mkdir -p qa/custom_models/custom_int32_int32_int32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/custom_models/custom_int32_int32_int32/1/. && \
    mkdir -p qa/custom_models/custom_nobatch_int32_int32_int32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/custom_models/custom_nobatch_int32_int32_int32/1/. && \
    mkdir -p qa/custom_models/custom_float32_float32_float32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/custom_models/custom_float32_float32_float32/1/. && \
    mkdir -p qa/custom_models/custom_nobatch_float32_float32_float32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/custom_models/custom_nobatch_float32_float32_float32/1/. && \
    mkdir -p qa/L0_simple_ensemble/models/simple/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/L0_simple_ensemble/models/simple/1/. && \
    mkdir -p qa/L0_simple_ensemble/models/simple/2 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/L0_simple_ensemble/models/simple/2/. && \
    mkdir -p qa/L0_multiple_ports/models/simple/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/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 /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libimagepreprocess.so \
        qa/L0_custom_image_preprocess/models/image_preprocess_nhwc_224x224x3/1/.

RUN mkdir -p qa/L0_backend_identity/models && \
    cp -r src/backends/backend/examples/models/identity_fp32 qa/L0_backend_identity/models/. && \
    mkdir -p qa/L0_backend_identity/models/identity_fp32/1 && \
    cp /tmp/tritonbuild/install/backends/identity/libtriton_identity.so \
        qa/L0_backend_identity/models/identity_fp32/1/.

RUN mkdir -p qa/custom_models/custom_sequence_int32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libsequence.so \
        qa/custom_models/custom_sequence_int32/1/. && \
    mkdir -p qa/custom_models/custom_dyna_sequence_int32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libdyna_sequence.so \
        qa/custom_models/custom_dyna_sequence_int32/1/.

RUN cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_infer/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_infer_variable/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_infer_reshape/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_infer_zero/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_sequence_batcher/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_savedmodel_shape/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_perf_nomodel/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_perf_analyzer/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_large_payload/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_model_config/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_model_queue/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_simple_lib/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_pinned_memory/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_io/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_warmup/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_cmdline_trace/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_batcher/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_client_timeout/. && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libidentity.so \
        qa/L0_custom_legacy/. && \
    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_infer_valgrind && \
    cp -r qa/L0_infer/. qa/L0_infer_valgrind && \
    mkdir -p qa/L0_infer_tf2 && \
    cp -r qa/L0_infer/. qa/L0_infer_tf2 && \
    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_batcher_valgrind && \
    cp -r qa/L0_batcher/. qa/L0_batcher_valgrind && \
    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 && \
    mkdir -p qa/L0_sequence_batcher_valgrind && \
    cp -r qa/L0_sequence_batcher/. qa/L0_sequence_batcher_valgrind && \
    mkdir -p qa/L0_perf_nomodel_shm && \
    cp -r qa/L0_perf_nomodel/. qa/L0_perf_nomodel_shm && \
    mkdir -p qa/L0_perf_nomodel_cudashm && \
    cp -r qa/L0_perf_nomodel/. qa/L0_perf_nomodel_cudashm

# L0_model_control_stress will not be present if gitlab tests are not available
RUN if [ -d qa/L0_model_control_stress ]; then \
        mkdir -p qa/L0_model_control_stress_valgrind && \
            cp -r qa/L0_model_control_stress/. qa/L0_model_control_stress_valgrind && \
            mkdir -p qa/L0_model_control_stress_valgrind_massif && \
            cp -r qa/L0_model_control_stress/. qa/L0_model_control_stress_valgrind_massif; \
    fi

RUN cp /tmp/tritonbuild/install/backends/repeat/libtriton_repeat.so \
        qa/L0_model_config/.

RUN mkdir -p qa/L0_decoupled/models/repeat_int32/1 && \
    cp /tmp/tritonbuild/install/backends/repeat/libtriton_repeat.so \
        qa/L0_decoupled/models/repeat_int32/1/.
RUN mkdir -p qa/L0_decoupled/models/square_int32/1 && \
    cp /tmp/tritonbuild/install/backends/square/libtriton_square.so \
        qa/L0_decoupled/models/square_int32/1/.
RUN mkdir -p qa/L0_decoupled/models/identity_int32/1 && \
    cp /tmp/tritonbuild/install/backends/identity/libtriton_identity.so \
        qa/L0_decoupled/models/identity_int32/1/.
RUN mkdir -p qa/L0_decoupled/models/custom_nobatch_int32_int32_int32/1 && \
    cp /tmp/tritonbuild/tritonserver/build/test-util/install/lib/libaddsub.so \
        qa/L0_decoupled/models/custom_nobatch_int32_int32_int32/1/.
RUN mkdir -p qa/L0_decoupled/models/simple_repeat/1 && \
    mkdir -p qa/L0_decoupled/models/fan_repeat/1 && \
    mkdir -p qa/L0_decoupled/models/sequence_repeat/1 && \
    mkdir -p qa/L0_decoupled/models/repeat_square/1 && \
    mkdir -p qa/L0_decoupled/models/nested_square/1

############################################################################
## Copy artifacts from sdk container
############################################################################
FROM ${SDK_IMAGE} AS sdk

WORKDIR /workspace
COPY --from=build /workspace/qa/ qa/
RUN mkdir -p qa/clients && mkdir -p qa/pkgs && \
    cp -a install/bin/* qa/clients/. && \
    cp install/lib/libgrpcclient.so qa/clients/. && \
    cp install/lib/libhttpclient.so qa/clients/. && \
    cp install/python/*.py qa/clients/. && \
    cp install/python/triton*.whl qa/pkgs/.

############################################################################
## 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="20.04"' | wc -l) -ne 0 ]; then \
        apt-get update && \
        apt-get install -y --no-install-recommends \
                libpng-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 18.04 or 20.04" && \
        exit 1; \
    fi

# go client requires golang and CI/QA for memcheck requires valgrind
RUN apt-get update && apt-get install -y --no-install-recommends \
                              curl \
                              libopencv-dev \
                              libopencv-core-dev \
                              libzmq3-dev \
                              python3-dev \
                              python3-pip \
                              python3-protobuf \
                              python3-setuptools \
                              swig \
                              golang-go \
                              nginx \
                              protobuf-compiler \
                              valgrind && \
    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 wheel setuptools && \
    pip3 install --upgrade numpy pillow future grpcio requests gsutil awscli six boofuzz grpcio-channelz azure-cli 

# need protoc-gen-go to generate go specific gRPC modules
RUN go get github.com/golang/protobuf/protoc-gen-go && \
    go get google.golang.org/grpc

# 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=sdk /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 && \
    find qa/pkgs/ -maxdepth 1 -type f -name \
    "tritonclient-*-manylinux1_x86_64.whl" | xargs printf -- '%s[all]' | \
    xargs pip3 install --upgrade

ENV LD_LIBRARY_PATH /opt/tritonserver/qa/clients:${LD_LIBRARY_PATH}

ENV GOPATH /root/go
ENV PATH $PATH:$GOPATH/bin