#!/usr/bin/env bash function unsetproxy() { HTTP_PROXY_TEMP=$http_proxy HTTPS_PROXY_TEMP=$https_proxy unset http_proxy unset https_proxy } function setproxy() { export http_proxy=$HTTP_PROXY_TEMP export https_proxy=$HTTPS_PROXY_TEMP } function init() { source /root/.bashrc set -v export PYTHONROOT=/usr cd Serving export SERVING_WORKDIR=$PWD } function check_cmd() { eval $@ if [ $? -ne 0 ]; then exit 1 fi } function rerun() { if [ $# -ne 2 ]; then echo "usage: rerun command rerun-times" exit 1 fi local command=$1 local times=$2 for((i=1;i<=${times};i++)) do if [ ${i} != 1 ]; then echo "${i}-th run command: ${command}..." fi eval $command if [ $? -eq 0 ]; then return 0 fi echo "${i}-th run(command: ${command}) failed." done exit 1 } function build_client() { local TYPE=$1 local DIRNAME=build-client-$TYPE mkdir $DIRNAME # pwd: /Serving cd $DIRNAME # pwd: /Serving/build-client-$TYPE case $TYPE in CPU|GPU) cmake -DPYTHON_INCLUDE_DIR=$PYTHONROOT/include/python2.7/ \ -DPYTHON_LIBRARIES=$PYTHONROOT/lib64/libpython2.7.so \ -DPYTHON_EXECUTABLE=$PYTHONROOT/bin/python \ -DCLIENT=ON .. rerun "make -j2 >/dev/null" 3 # due to some network reasons, compilation may fail pip install -U python/dist/paddle_serving_client* >/dev/null ;; *) echo "error type" exit 1 ;; esac echo "build client $TYPE part finished as expected." cd .. # pwd: /Serving # rm -rf $DIRNAME } function build_server() { local TYPE=$1 local DIRNAME=build-server-$TYPE mkdir $DIRNAME # pwd: /Serving cd $DIRNAME # pwd: /Serving/build-server-$TYPE case $TYPE in CPU) cmake -DPYTHON_INCLUDE_DIR=$PYTHONROOT/include/python2.7/ \ -DPYTHON_LIBRARIES=$PYTHONROOT/lib64/libpython2.7.so \ -DPYTHON_EXECUTABLE=$PYTHONROOT/bin/python \ -DSERVER=ON .. rerun "make -j2 >/dev/null" 3 # due to some network reasons, compilation may fail check_cmd "make install -j2 >/dev/null" pip install -U python/dist/paddle_serving_server* >/dev/null ;; GPU) cmake -DPYTHON_INCLUDE_DIR=$PYTHONROOT/include/python2.7/ \ -DPYTHON_LIBRARIES=$PYTHONROOT/lib64/libpython2.7.so \ -DPYTHON_EXECUTABLE=$PYTHONROOT/bin/python \ -DSERVER=ON \ -DWITH_GPU=ON .. rerun "make -j2 >/dev/null" 3 # due to some network reasons, compilation may fail check_cmd "make install -j2 >/dev/null" pip install -U python/dist/paddle_serving_server* >/dev/null ;; *) echo "error type" exit 1 ;; esac echo "build server $TYPE part finished as expected." cd .. # pwd: /Serving # rm -rf $DIRNAME for export SERVING_BIN } function kill_server_process() { ps -ef | grep "serving" | grep -v serving_build | grep -v grep | awk '{print $2}' | xargs kill } function python_test_fit_a_line() { # pwd: /Serving/python/examples cd fit_a_line # pwd: /Serving/python/examples/fit_a_line sh get_data.sh local TYPE=$1 export SERVING_BIN=${SERVING_WORKDIR}/build-server-${TYPE}/core/general-server/serving case $TYPE in CPU) # test rpc check_cmd "python -m paddle_serving_server.serve --model uci_housing_model --port 9393 --thread 4 > /dev/null &" sleep 5 # wait for the server to start check_cmd "python test_client.py uci_housing_client/serving_client_conf.prototxt > /dev/null" kill_server_process # test web unsetproxy # maybe the proxy is used on iPipe, which makes web-test failed. check_cmd "python -m paddle_serving_server.serve --model uci_housing_model --name uci --port 9393 --thread 4 --name uci > /dev/null &" sleep 5 # wait for the server to start check_cmd "curl -H \"Content-Type:application/json\" -X POST -d '{\"x\": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332], \"fetch\":[\"price\"]}' http://127.0.0.1:9393/uci/prediction" # check http code http_code=`curl -H "Content-Type:application/json" -X POST -d '{"x": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332], "fetch":["price"]}' -s -w "%{http_code}" -o /dev/null http://127.0.0.1:9393/uci/prediction` setproxy # recover proxy state kill_server_process if [ ${http_code} -ne 200 ]; then echo "HTTP status code -ne 200" exit 1 fi ;; GPU) # test rpc check_cmd "python -m paddle_serving_server_gpu.serve --model uci_housing_model --port 9393 --thread 4 --gpu_ids 0 > /dev/null &" sleep 5 # wait for the server to start check_cmd "python test_client.py uci_housing_client/serving_client_conf.prototxt > /dev/null" kill_server_process # test web unsetproxy # maybe the proxy is used on iPipe, which makes web-test failed. check_cmd "python -m paddle_serving_server_gpu.serve --model uci_housing_model --port 9393 --thread 2 --gpu_ids 0 --name uci > /dev/null &" sleep 5 # wait for the server to start check_cmd "curl -H \"Content-Type:application/json\" -X POST -d '{\"x\": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332], \"fetch\":[\"price\"]}' http://127.0.0.1:9393/uci/prediction" # check http code http_code=`curl -H "Content-Type:application/json" -X POST -d '{"x": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332], "fetch":["price"]}' -s -w "%{http_code}" -o /dev/null http://127.0.0.1:9393/uci/prediction` setproxy # recover proxy state kill_server_process if [ ${http_code} -ne 200 ]; then echo "HTTP status code -ne 200" exit 1 fi ;; *) echo "error type" exit 1 ;; esac echo "test fit_a_line $TYPE part finished as expected." rm -rf image kvdb log uci_housing* work* unset SERVING_BIN cd .. # pwd: /Serving/python/examples } function python_run_criteo_ctr_with_cube() { # pwd: /Serving/python/examples local TYPE=$1 yum install -y bc >/dev/null cd criteo_ctr_with_cube # pwd: /Serving/python/examples/criteo_ctr_with_cube case $TYPE in CPU) check_cmd "wget https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz" check_cmd "tar xf ctr_cube_unittest.tar.gz" check_cmd "mv models/ctr_client_conf ./" check_cmd "mv models/ctr_serving_model_kv ./" check_cmd "mv models/data ./cube/" check_cmd "mv models/ut_data ./" cp ../../../build-server-$TYPE/output/bin/cube* ./cube/ mkdir -p $PYTHONROOT/lib/python2.7/site-packages/paddle_serving_server/serving-cpu-avx-openblas-0.1.3/ yes | cp ../../../build-server-$TYPE/output/demo/serving/bin/serving $PYTHONROOT/lib/python2.7/site-packages/paddle_serving_server/serving-cpu-avx-openblas-0.1.3/ sh cube_prepare.sh & check_cmd "mkdir work_dir1 && cp cube/conf/cube.conf ./work_dir1/" python test_server.py ctr_serving_model_kv & check_cmd "python test_client.py ctr_client_conf/serving_client_conf.prototxt ./ut_data >score" tail -n 2 score AUC=$(tail -n 2 score | awk 'NR==1') VAR2="0.67" #TODO: temporarily relax the threshold to 0.67 RES=$( echo "$AUC>$VAR2" | bc ) if [[ $RES -eq 0 ]]; then echo "error with criteo_ctr_with_cube inference auc test, auc should > 0.70" exit 1 fi echo "criteo_ctr_with_cube inference auc test success" ps -ef | grep "paddle_serving_server" | grep -v grep | awk '{print $2}' | xargs kill ps -ef | grep "cube" | grep -v grep | awk '{print $2}' | xargs kill ;; GPU) check_cmd "wget https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz" check_cmd "tar xf ctr_cube_unittest.tar.gz" check_cmd "mv models/ctr_client_conf ./" check_cmd "mv models/ctr_serving_model_kv ./" check_cmd "mv models/data ./cube/" check_cmd "mv models/ut_data ./" cp ../../../build-server-$TYPE/output/bin/cube* ./cube/ mkdir -p $PYTHONROOT/lib/python2.7/site-packages/paddle_serving_server_gpu/serving-gpu-0.1.3/ yes | cp ../../../build-server-$TYPE/output/demo/serving/bin/serving $PYTHONROOT/lib/python2.7/site-packages/paddle_serving_server_gpu/serving-gpu-0.1.3/ sh cube_prepare.sh & check_cmd "mkdir work_dir1 && cp cube/conf/cube.conf ./work_dir1/" python test_server_gpu.py ctr_serving_model_kv & check_cmd "python test_client.py ctr_client_conf/serving_client_conf.prototxt ./ut_data >score" tail -n 2 score | awk 'NR==1' AUC=$(tail -n 2 score | awk 'NR==1') VAR2="0.67" RES=$( echo "$AUC>$VAR2" | bc ) if [[ $RES -eq 0 ]]; then echo "error with criteo_ctr_with_cube inference auc test, auc should > 0.70" exit 1 fi echo "criteo_ctr_with_cube inference auc test success" ps -ef | grep "paddle_serving_server" | grep -v grep | awk '{print $2}' | xargs kill ps -ef | grep "cube" | grep -v grep | awk '{print $2}' | xargs kill ;; *) echo "error type" exit 1 ;; esac echo "test criteo_ctr_with_cube $TYPE part finished as expected." cd .. # pwd: /Serving/python/examples } function python_run_test() { # Using the compiled binary local TYPE=$1 # pwd: /Serving cd python/examples # pwd: /Serving/python/examples python_test_fit_a_line $TYPE # pwd: /Serving/python/examples python_run_criteo_ctr_with_cube $TYPE # pwd: /Serving/python/examples echo "test python $TYPE part finished as expected." cd ../.. # pwd: /Serving } function main() { local TYPE=$1 # pwd: / init # pwd: /Serving build_client $TYPE # pwd: /Serving build_server $TYPE # pwd: /Serving python_run_test $TYPE # pwd: /Serving echo "serving $TYPE part finished as expected." } main $@