From 71c6e5007c1a706ddbc27b3ac4cdc7a6bc6b7923 Mon Sep 17 00:00:00 2001 From: xiaosong yang Date: Tue, 27 Aug 2024 17:44:59 -0700 Subject: [PATCH] ass envoy benchmark Change-Id: I619d6e3d1c483cb48edcec50b024e3b246839c0d --- benchmark/README.md | 115 +++++++++++------- benchmark/benchmark-pipeline.sh | 26 +++- benchmark/client/benchmark-envoy-http.sh | 20 +++ benchmark/client/benchmark-envoy-https.sh | 20 +++ benchmark/client/verify-setup.sh | 4 + benchmark/images/README/all-http-latency.png | Bin 160844 -> 197713 bytes benchmark/images/README/all-latency-https.png | Bin 162242 -> 192510 bytes benchmark/images/README/network-topology.png | Bin 424342 -> 432918 bytes .../README/proxies-performance-rotated.png | Bin 30211 -> 32197 bytes .../images/README/proxies-performance.png | Bin 35855 -> 36476 bytes benchmark/images/README/proxies-setup.drawio | 50 ++++---- .../images/README/proxy-security-group.png | Bin 224137 -> 228719 bytes .../images/README/server-security-group.png | Bin 210629 -> 165809 bytes benchmark/pipeline-client-envoy.sh | 13 ++ benchmark/pipeline-client-monolake.sh | 4 +- benchmark/pipeline-client-nginx.sh | 4 +- benchmark/pipeline-client-traefik.sh | 4 +- benchmark/pipeline-proxy-envoy.sh | 16 +++ benchmark/pipeline-proxy-monolake.sh | 4 +- benchmark/pipeline-proxy-nginx.sh | 4 +- benchmark/pipeline-proxy-traefik.sh | 4 +- benchmark/pipeline-server.sh | 4 +- benchmark/proxy/envoy/envoy.yaml | 89 ++++++++++++++ benchmark/proxy/envoy/setup-once.sh | 12 ++ benchmark/proxy/setup-once.sh | 1 + benchmark/proxy/start-envoy.sh | 7 ++ benchmark/proxy/stop-envoy.sh | 2 + benchmark/proxy/update-server-ip.sh | 1 + .../visualization/all-http-latency-plot.sh | 2 +- .../visualization/all-https-latency-plot.sh | 2 +- .../visualization/envoy-http-latency-plot.sh | 1 + .../visualization/envoy-https-latency-plot.sh | 1 + .../visualization/performance-csv-convert.py | 72 +++++++---- .../visualization/proxies-performance-plot.sh | 46 +++---- 34 files changed, 398 insertions(+), 130 deletions(-) create mode 100755 benchmark/client/benchmark-envoy-http.sh create mode 100755 benchmark/client/benchmark-envoy-https.sh create mode 100755 benchmark/pipeline-client-envoy.sh create mode 100755 benchmark/pipeline-proxy-envoy.sh create mode 100644 benchmark/proxy/envoy/envoy.yaml create mode 100755 benchmark/proxy/envoy/setup-once.sh create mode 100755 benchmark/proxy/start-envoy.sh create mode 100755 benchmark/proxy/stop-envoy.sh create mode 100755 benchmark/visualization/envoy-http-latency-plot.sh create mode 100755 benchmark/visualization/envoy-https-latency-plot.sh diff --git a/benchmark/README.md b/benchmark/README.md index 81b00a5..eaf8201 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -82,7 +82,7 @@ mkdir examples/certs && openssl req -x509 -newkey rsa:2048 -keyout examples/cert # build monolake cd $MONOLAKE_HOME -cargo build +cargo build --release ``` #### proxy/nginx/setup-once.sh @@ -216,11 +216,11 @@ Some steps are manual steps. * Update server-ip in the configuration files: running benchmark/proxy/update-server-ip.sh and follow the sed commands ```bash -export client_url=3.133.229.116 -export proxy_url=18.217.152.113 -export server_url=3.22.140.218 -export proxy_private_url=172.31.2.253 -export server_private_url=172.31.22.170 +export client_url= +export proxy_url= +export server_url= +export proxy_private_url= +export server_private_url= ``` Then user can use benchmark-pipeline.sh to run all test in one script. User may need type "exit" to quit some finished jobs and go to the next step. User can early input "exit" when "Writing data to CSV file wrk-performance.csv..." prompts. Finally, user will get the results and visualized images. @@ -231,11 +231,11 @@ Pipeline scripts contain plot scripts, so it is better to run on a host machine # new_terminal=`osascript -e 'tell app "Terminal" to do script $1'` # new_terminal='gnome-terminal -- $1' -export client_url=3.133.229.116 -export proxy_url=18.217.152.113 -export server_url=3.22.140.218 -export proxy_private_url=172.31.2.253 -export server_private_url=172.31.22.170 +export client_url= +export proxy_url= +export server_url= +export proxy_private_url= +export server_private_url= # manual update proxy configurations echo "make sure proxy configurations are updated manually" @@ -302,6 +302,24 @@ echo "stop proxy monolake" ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url} -t 'cd ~/monolake/benchmark/proxy; ./stop-monolake.sh' sleep 2 +# then start proxy envoy +echo "start proxy envoy" +osascript -e 'tell app "Terminal" to do script "~/code/monolake/benchmark/pipeline-proxy-envoy.sh"' +sleep 5 + +# start client +echo "start client" +osascript -e 'tell app "Terminal" to do script "~/code/monolake/benchmark/pipeline-client-envoy.sh"' +sleep 2 + +echo "start client-metrics-collect" +ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${client_url} -t 'cd monolake/benchmark; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; echo "Please type exit to continue"; bash -l' + +#stop proxy envoy +echo "stop proxy envoy" +ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url} -t 'cd ~/monolake/benchmark/proxy; ./stop-envoy.sh' +sleep 2 + #stop server echo "stop server" ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${server_url} -t 'sudo service nginx stop' @@ -324,22 +342,27 @@ echo "copy collected data from proxy" scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:nginx-performance.csv . scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:traefik-performance.csv . scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:monolake-performance.csv . +scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:envoy-performance.csv . #plot data echo "plot data" ./performance-plot.sh nginx ./performance-plot.sh traefik ./performance-plot.sh monolake +./performance-plot.sh envoy ./performance-plot.sh server ./performance-plot.sh wrk ./nginx-http-latency-plot.sh ./traefik-http-latency-plot.sh ./monolake-http-latency-plot.sh +./envoy-http-latency-plot.sh ./all-http-latency-plot.sh ./nginx-https-latency-plot.sh ./traefik-https-latency-plot.sh ./monolake-https-latency-plot.sh +./envoy-https-latency-plot.sh ./all-https-latency-plot.sh +./proxies-performance-plot.sh ``` The visualized result example: @@ -361,30 +384,38 @@ Throughput and requests per second compare: | Case | Requests/sec | Transfer/sec | Server Error | Timeout | |---------------------------------|--------------|---------------|--------------|---------| -| http-result-4c-monolake-tiny | 160969.16 | 54892953.60 | 0 | 0 | -| http-result-4c-monolake-small | 154858.08 | 539523809.28 | 0 | 0 | -| http-result-4c-monolake-medium | 90215.55 | 1030792151.04 | 0 | 0 | -| http-result-4c-monolake-large | 9190.98 | 1524713390.08 | 0 | 374 | -| http-result-4c-nginx-tiny | 190923.94 | 69688360.96 | 0 | 0 | -| http-result-4c-nginx-small | 179160.28 | 628495482.88 | 0 | 0 | -| http-result-4c-nginx-medium | 114646.49 | 1320702443.52 | 0 | 0 | -| http-result-4c-nginx-large | 9306.86 | 1546188226.56 | 0 | 29 | -| http-result-4c-traefik-tiny | 9985.18 | 3407872.00 | 0 | 0 | -| http-result-4c-traefik-small | 5133.71 | 17720934.40 | 3016 | 326 | -| http-result-4c-traefik-medium | 11988.72 | 137688514.56 | 0 | 0 | -| http-result-4c-traefik-large | 9078.24 | 1503238553.60 | 0 | 117 | -| https-result-4c-monolake-tiny | 143351.22 | 48884613.12 | 0 | 0 | -| https-result-4c-monolake-small | 121503.00 | 423320616.96 | 0 | 0 | -| https-result-4c-monolake-medium | 67396.11 | 774048317.44 | 0 | 0 | -| https-result-4c-monolake-large | 8023.95 | 1331439861.76 | 0 | 0 | -| https-result-4c-nginx-tiny | 130013.41 | 47458549.76 | 0 | 0 | -| https-result-4c-nginx-small | 117888.48 | 413547888.64 | 0 | 0 | -| https-result-4c-nginx-medium | 66158.46 | 761412976.64 | 0 | 0 | -| https-result-4c-nginx-large | 8040.46 | 1331439861.76 | 0 | 0 | -| https-result-4c-traefik-tiny | 9927.86 | 3386900.48 | 0 | 0 | -| https-result-4c-traefik-small | 11931.26 | 41565552.64 | 0 | 0 | -| https-result-4c-traefik-medium | 13899.86 | 159645696.00 | 0 | 0 | -| https-result-4c-traefik-large | 7787.11 | 1288490188.80 | 0 | 0 | +| http-result-4c-monolake-tiny | 154431.05 | 52659486.72 | 0 | 0 | +| http-result-4c-monolake-small | 145974.68 | 508580331.52 | 0 | 0 | +| http-result-4c-monolake-medium | 85856.89 | 987842478.08 | 0 | 0 | +| http-result-4c-monolake-large | 9185.21 | 1524713390.08 | 0 | 381 | +| http-result-4c-nginx-tiny | 183684.88 | 67045949.44 | 0 | 0 | +| http-result-4c-nginx-small | 176493.90 | 619142184.96 | 0 | 0 | +| http-result-4c-nginx-medium | 110590.35 | 1277752770.56 | 0 | 0 | +| http-result-4c-nginx-large | 9300.72 | 1546188226.56 | 0 | 24 | +| http-result-4c-traefik-tiny | 9984.86 | 3407872.00 | 0 | 0 | +| http-result-4c-traefik-small | 10992.20 | 38293995.52 | 0 | 0 | +| http-result-4c-traefik-medium | 11981.44 | 137604628.48 | 0 | 0 | +| http-result-4c-traefik-large | 9068.24 | 1503238553.60 | 0 | 7 | +| http-result-4c-envoy-tiny | 37543.33 | 13820231.68 | 0 | 0 | +| http-result-4c-envoy-small | 36367.61 | 127685099.52 | 0 | 0 | +| http-result-4c-envoy-medium | 31010.91 | 357008670.72 | 0 | 0 | +| http-result-4c-envoy-large | 9307.30 | 1546188226.56 | 0 | 0 | +| https-result-4c-monolake-tiny | 140520.84 | 47919923.20 | 0 | 0 | +| https-result-4c-monolake-small | 115614.24 | 402799984.64 | 0 | 0 | +| https-result-4c-monolake-medium | 63085.81 | 724545044.48 | 0 | 0 | +| https-result-4c-monolake-large | 8051.51 | 1342177280.00 | 0 | 2 | +| https-result-4c-nginx-tiny | 126128.05 | 46032486.40 | 0 | 0 | +| https-result-4c-nginx-small | 115107.62 | 403796131.84 | 0 | 0 | +| https-result-4c-nginx-medium | 63612.32 | 732115763.20 | 0 | 0 | +| https-result-4c-nginx-large | 8020.73 | 1331439861.76 | 0 | 3 | +| https-result-4c-traefik-tiny | 9938.96 | 3386900.48 | 0 | 0 | +| https-result-4c-traefik-small | 11888.26 | 41418752.00 | 0 | 0 | +| https-result-4c-traefik-medium | 13911.54 | 159771525.12 | 0 | 0 | +| https-result-4c-traefik-large | 7960.72 | 1320702443.52 | 0 | 0 | +| https-result-4c-envoy-tiny | 34888.23 | 12845056.00 | 0 | 0 | +| https-result-4c-envoy-small | 33313.77 | 116968652.80 | 0 | 0 | +| https-result-4c-envoy-medium | 27510.93 | 316722380.80 | 0 | 0 | +| https-result-4c-envoy-large | 8453.53 | 1406601789.44 | 0 | 0 | ![proxies-performance](images/README/proxies-performance.png) @@ -393,11 +424,13 @@ Throughput and requests per second compare by payload size: | Case | Tiny Requests/sec | Small Requests/sec | Medium Requests/sec | Large Requests/sec | Tiny Transfer/sec | Small Transfer/sec | Medium Transfer/sec | Large Transfer/sec | |--------------------------|-------------------|--------------------|---------------------|--------------------|-------------------|--------------------|---------------------|--------------------| -| http-result-4c-monolake | 160969.16 | 154858.08 | 90215.55 | 9190.98 | 54892953.60 | 539523809.28 | 1030792151.04 | 1524713390.08 | -| http-result-4c-nginx | 190923.94 | 179160.28 | 114646.49 | 9306.86 | 69688360.96 | 628495482.88 | 1320702443.52 | 1546188226.56 | -| http-result-4c-traefik | 9985.18 | 5133.71 | 11988.72 | 9078.24 | 3407872.00 | 17720934.40 | 137688514.56 | 1503238553.60 | -| https-result-4c-monolake | 143351.22 | 121503.00 | 67396.11 | 8023.95 | 48884613.12 | 423320616.96 | 774048317.44 | 1331439861.76 | -| https-result-4c-nginx | 130013.41 | 117888.48 | 66158.46 | 8040.46 | 47458549.76 | 413547888.64 | 761412976.64 | 1331439861.76 | -| https-result-4c-traefik | 9927.86 | 11931.26 | 13899.86 | 7787.11 | 3386900.48 | 41565552.64 | 159645696.00 | 1288490188.80 | +| http-result-4c-monolake | 154431.05 | 145974.68 | 85856.89 | 9185.21 | 52659486.72 | 508580331.52 | 987842478.08 | 1524713390.08 | +| http-result-4c-nginx | 183684.88 | 176493.90 | 110590.35 | 9300.72 | 67045949.44 | 619142184.96 | 1277752770.56 | 1546188226.56 | +| http-result-4c-traefik | 9984.86 | 10992.20 | 11981.44 | 9068.24 | 3407872.00 | 38293995.52 | 137604628.48 | 1503238553.60 | +| http-result-4c-envoy | 37543.33 | 36367.61 | 31010.91 | 9307.30 | 13820231.68 | 127685099.52 | 357008670.72 | 1546188226.56 | +| https-result-4c-monolake | 140520.84 | 115614.24 | 63085.81 | 8051.51 | 47919923.20 | 402799984.64 | 724545044.48 | 1342177280.00 | +| https-result-4c-nginx | 126128.05 | 115107.62 | 63612.32 | 8020.73 | 46032486.40 | 403796131.84 | 732115763.20 | 1331439861.76 | +| https-result-4c-traefik | 9938.96 | 11888.26 | 13911.54 | 7960.72 | 3386900.48 | 41418752.00 | 159771525.12 | 1320702443.52 | +| https-result-4c-envoy | 34888.23 | 33313.77 | 27510.93 | 8453.53 | 12845056.00 | 116968652.80 | 316722380.80 | 1406601789.44 | ![proxies-performance-rotated](images/README/proxies-performance-rotated.png) diff --git a/benchmark/benchmark-pipeline.sh b/benchmark/benchmark-pipeline.sh index bf2af64..510c137 100755 --- a/benchmark/benchmark-pipeline.sh +++ b/benchmark/benchmark-pipeline.sh @@ -2,9 +2,9 @@ # new_terminal='gnome-terminal -- $1' export client_url=3.133.229.116 -export proxy_url=3.19.41.190 +export proxy_url=18.217.152.113 export server_url=3.22.140.218 -export proxy_private_url=172.31.7.16 +export proxy_private_url=172.31.2.253 export server_private_url=172.31.22.170 # manual update proxy configurations @@ -72,6 +72,24 @@ echo "stop proxy monolake" ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url} -t 'cd ~/monolake/benchmark/proxy; ./stop-monolake.sh' sleep 2 +# then start proxy envoy +echo "start proxy envoy" +osascript -e 'tell app "Terminal" to do script "~/code/monolake/benchmark/pipeline-proxy-envoy.sh"' +sleep 5 + +# start client +echo "start client" +osascript -e 'tell app "Terminal" to do script "~/code/monolake/benchmark/pipeline-client-envoy.sh"' +sleep 2 + +echo "start client-metrics-collect" +ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${client_url} -t 'cd monolake/benchmark; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; ~/monolake/benchmark/performance-collect.sh wrk; echo "Please type exit to continue"; bash -l' + +#stop proxy envoy +echo "stop proxy envoy" +ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url} -t 'cd ~/monolake/benchmark/proxy; ./stop-envoy.sh' +sleep 2 + #stop server echo "stop server" ssh -i $HOME/ssh/monolake-benchmark.pem ec2-user@${server_url} -t 'sudo service nginx stop' @@ -94,20 +112,24 @@ echo "copy collected data from proxy" scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:nginx-performance.csv . scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:traefik-performance.csv . scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:monolake-performance.csv . +scp -i $HOME/ssh/monolake-benchmark.pem ec2-user@${proxy_url}:envoy-performance.csv . #plot data echo "plot data" ./performance-plot.sh nginx ./performance-plot.sh traefik ./performance-plot.sh monolake +./performance-plot.sh envoy ./performance-plot.sh server ./performance-plot.sh wrk ./nginx-http-latency-plot.sh ./traefik-http-latency-plot.sh ./monolake-http-latency-plot.sh +./envoy-http-latency-plot.sh ./all-http-latency-plot.sh ./nginx-https-latency-plot.sh ./traefik-https-latency-plot.sh ./monolake-https-latency-plot.sh +./envoy-https-latency-plot.sh ./all-https-latency-plot.sh ./proxies-performance-plot.sh diff --git a/benchmark/client/benchmark-envoy-http.sh b/benchmark/client/benchmark-envoy-http.sh new file mode 100755 index 0000000..5eb6558 --- /dev/null +++ b/benchmark/client/benchmark-envoy-http.sh @@ -0,0 +1,20 @@ +# run benchmark: make sure proxy and server all are running; run this script from client +if [ -z "${MONOLAKE_HOME+set}" ]; then + export MONOLAKE_HOME=$HOME/monolake +fi + +if [ -z "${MONOLAKE_BENCHMARK_PROXY_IP+set}" ]; then + export MONOLAKE_BENCHMARK_PROXY_IP=localhost +fi + +if [ -z "${MONOLAKE_BENCHMARK_SERVER_IP+set}" ]; then + export MONOLAKE_BENCHMARK_SERVER_IP=localhost +fi + +cd $HOME/wrk2 + +# http proxy for envoy +./wrk -d 1m -c 640 -t 64 -R 210000 --latency http://$MONOLAKE_BENCHMARK_PROXY_IP:8500/server2/ > http-result-4c-envoy-tiny.txt +./wrk -d 1m -c 640 -t 64 -R 200000 --latency http://$MONOLAKE_BENCHMARK_PROXY_IP:8500/server3/ > http-result-4c-envoy-small.txt +./wrk -d 1m -c 640 -t 64 -R 120000 --latency http://$MONOLAKE_BENCHMARK_PROXY_IP:8500/server4/ > http-result-4c-envoy-medium.txt +./wrk -d 1m -c 640 -t 64 -R 10000 --latency http://$MONOLAKE_BENCHMARK_PROXY_IP:8500/server5/ > http-result-4c-envoy-large.txt diff --git a/benchmark/client/benchmark-envoy-https.sh b/benchmark/client/benchmark-envoy-https.sh new file mode 100755 index 0000000..4900e92 --- /dev/null +++ b/benchmark/client/benchmark-envoy-https.sh @@ -0,0 +1,20 @@ +# run benchmark: make sure proxy and server all are running; run this script from client +if [ -z "${MONOLAKE_HOME+set}" ]; then + export MONOLAKE_HOME=$HOME/monolake +fi + +if [ -z "${MONOLAKE_BENCHMARK_PROXY_IP+set}" ]; then + export MONOLAKE_BENCHMARK_PROXY_IP=localhost +fi + +if [ -z "${MONOLAKE_BENCHMARK_SERVER_IP+set}" ]; then + export MONOLAKE_BENCHMARK_SERVER_IP=localhost +fi + +cd $HOME/wrk2 + +# https proxy for envoy +./wrk -d 1m -c 640 -t 64 -R 150000 --latency https://$MONOLAKE_BENCHMARK_PROXY_IP:5443/server2/ > https-result-4c-envoy-tiny.txt +./wrk -d 1m -c 640 -t 64 -R 140000 --latency https://$MONOLAKE_BENCHMARK_PROXY_IP:5443/server3/ > https-result-4c-envoy-small.txt +./wrk -d 1m -c 640 -t 64 -R 80000 --latency https://$MONOLAKE_BENCHMARK_PROXY_IP:5443/server4/ > https-result-4c-envoy-medium.txt +./wrk -d 1m -c 640 -t 64 -R 10000 --latency https://$MONOLAKE_BENCHMARK_PROXY_IP:5443/server5/ > https-result-4c-envoy-large.txt diff --git a/benchmark/client/verify-setup.sh b/benchmark/client/verify-setup.sh index ef22d5f..3710f8c 100755 --- a/benchmark/client/verify-setup.sh +++ b/benchmark/client/verify-setup.sh @@ -21,6 +21,8 @@ curl -k http://$MONOLAKE_BENCHMARK_PROXY_IP:8100/server2 curl -k http://$MONOLAKE_BENCHMARK_PROXY_IP:8300/server2 # verify (monolake) proxy is ready curl -k http://$MONOLAKE_BENCHMARK_PROXY_IP:8402 +# verify (envoy) proxy is ready +curl -k http://$MONOLAKE_BENCHMARK_PROXY_IP:8500/server2/ # verify (nginx) tls proxy is ready curl -k https://$MONOLAKE_BENCHMARK_PROXY_IP:8443/server2 @@ -29,3 +31,5 @@ curl -k https://$MONOLAKE_BENCHMARK_PROXY_IP:8443/server2 curl -k https://$MONOLAKE_BENCHMARK_PROXY_IP:9443/server2 # verify (monolake) tls proxy is ready curl -k https://$MONOLAKE_BENCHMARK_PROXY_IP:6442 +# verify (envoy) tls proxy is ready +curl -k https://$MONOLAKE_BENCHMARK_PROXY_IP:5443/server2/ diff --git a/benchmark/images/README/all-http-latency.png b/benchmark/images/README/all-http-latency.png index 45d26e5d979a9ec173bef45fd36cb5b08b820bed..75286a8545eb267d40bbbc10f6851ead3d106866 100644 GIT binary patch literal 197713 zcmcG$1z47A);5fVNQr>bT?$BdDoBceNJ$GwcXud_w19|!h;&OygS1G8G}7JO-valZ znRjN-_s>7a`#s08_hu{b+|PYq*IH+-%U@Pn3=J6{836$SO+x&U90I~M`0{cm(q;J1 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