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  • Build Demo App

    • Build ParsecClient

      $ cd cassini/smartcities/ParsecClient/

      $ ./build.sh

      $ sudo docker images

      REPOSITORY TAG IMAGE ID CREATED SIZE

      parsec-client v1.0 aef2a010b6b5 3 months ago 17.3MB

      $ sudo docker save aef2a010b6b5 > parsec-client-v1.0-docker-aarch64.tar

      The saved parsec-client-v1.0-docker-aarch64.tar will use to delpoy on SONiC and Nvidia Nona.

    • Build NodeAuthServer

      $ cd cassini/smartcities/NodeAuthServer/

      $ go build

    • Build NodeAuthAgent

      $ cd cassini/smartcities/NodeAuthAgent/

      $ go build

    • Build CameraClient

      $ cd cassini/smartcities/CameraClient/

      $ go build

    • Build TritonClient

      $ cd cassini/smartcities/TritonClient/

      $ ./build.sh

      $ sudo docker images

      REPOSITORY TAG IMAGE ID CREATED SIZE

      triton-client v1.0 deaf4b1027ed 3 weeks ago 1.32 GB

      $ sudo docker save deaf4b1027ed > triton-client-v1.0-docker-aarch64.tar

      The saved triton-client-v1.0-docker-aarch64.tar will use to delpoy on Nvidia Nona.


  • Deploy Demo App on SONiC

    • Connect to SONiC

      Use serial console connect to SONiC device, serial param is below:

      Baud rate: 115200

      Data bit: 8

      Parity: None

      Stop bits: 1

      Contorol: None

    • Deploy Parsec server

      1. add system user parsec (NEED login by

      admin

      1. root)

        $ sudo useradd -m parsec

        $ sudo passwd parsec

        $ sudo usermod -s /bin/bash parsec

        $ sudo groupadd parsec-clients

      2. create necessary directorys (NEED login by

      admin

      1. root)

        $ sudo mkdir /var/lib/parsec

        $ sudo chown parsec:parsec /var/lib/parsec

        $ sudo chmod 700 /var/lib/parsec

        $ sudo mkdir /etc/parsec

        $ sudo chown parsec:parsec /etc/parsec

        $ sudo chmod 700 /etc/parsec

        $ sudo mkdir /usr/libexec/parsec

        $ sudo chown parsec:parsec /usr/libexec/parsec

        $ sudo chmod 700 /usr/libexec/parsec

        $ sudo mkdir /home/parsec/run/

        $ sudo chown parsec:parsec-clients /home/parsec/run/

        $ sudo chmod 750 /home/parsec/run/

      2. deploy files (NEED login by parsec)

        $ cd ~

        $ pwd

        /home/parsec

        $ cp xxx/parsec/target/release/parsec /usr/libexec/parsec

        $ chmod +x /usr/libexec/parsec/parsec

        $ cp xxx/parsec/config.toml /etc/parsec/config.toml

        Note: need unmark allow_root = true in config.toml.

      3. add service for systemctl (NEED login by root)

        $ sudo vim /etc/systemd/system/parsec.service
        [Unit]
        Description=Parsec Service
        Documentation=https://parallaxsecond.github.io/parsec-book/parsec_service/install_parsec_linux.html

        [Service]
        WorkingDirectory=/home/parsec/
        ExecStart=/usr/libexec/parsec/parsec --config /etc/parsec/config.toml

        [Install]
        WantedBy=multi-user.target

      4. start parsec servive (NEED login by root)

        $ sudo systemctl enable parsec.service

        $ sudo systemctl start parsec.service

    • Deploy Parsec Client

      1. import docker image
      parsec-client-v1
      1. .
      0-docker-aarch64.tar.

      1. $ sudo docker load < parsec-client-v1.0-docker-aarch64.tar

        $ sudo docker images

        $ sudo docker tag d396f7adeed3 parsec-client:v1.0

      2. run
      the image with --restart=always, then test the client work with parsec server
      1. image.

        $ sudo docker run --restart=always -d -p8300:8300 -v /home/parsec/run:/run/parsec parsec-client:v1.0

        $ curl -v -d '{"Name": "GoClient"}' 127.0.0.1:8300/client


      ...
      HTTP/1.1 200 OK
      ...

      2. create key pairs and export
      the public key, later
      1. the public key
      will import to Nvidia nano device
      1. .

        $ curl -v -d '{"Name": "GoClient"}' 127.0.0.1:8300/client

        $ curl -v -d '{"Name": "GoClient", "KeyName": "MyEncKey"}' 127.0.0.1:8300/keyenc

        $ curl -v -X GET -d '{"Name": "GoClient", "KeyName": "MyEncKey"}' 127.0.0.1:8300/key

    • Deploy NodeAuthServer

      1. deploy files

        $ sudo mkdir /usr/libexec/NodeAuth

        $ sudo cp xxx/NodeAuthServer /usr/libexec/NodeAuth

        $ sudo chmod +x /usr/libexec/NodeAuth/NodeAuthServer

      2. add service for systemctl

        $ sudo vim /etc/systemd/system/NodeAuthServer.service
        [Unit]
        Description=Node Auth Server

        [Service]
        WorkingDirectory=/usr/libexec/NodeAuth
        ExecStart=/usr/libexec/NodeAuth/NodeAuthServer

        [Install]
        WantedBy=multi-user.target

      3. start parsec servive

        $ sudo systemctl enable NodeAuthServer.service

        $ sudo systemctl start NodeAuthServer.service

    • Deploy k3s Server

      1. install and get token

        $ curl -sfL https://get.k3s.io | sh -s - --docker

        $ sudo cat /var/lib/rancher/k3s/server/node-token
        K10f3a81f8be38c4f230e45d330b153a6266a665d3310764d0d09075c2d4a40aa5b::server:a3abba7155f2f7b4684dbc548724ed22

    • Deploy EdgeFaas

      1. run by docker

        $ sudo docker run --name edgefaas --restart=always -d -p8888:8080 registry.gitlab.com/arm-research/smarter/edgefaas/edgefaas:v1-1-0

      2. install demo apis

        $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/sysinfo.py"

        $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/camera.py"

        $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/image.py"

        Note: 192.168.0.118 is EdgeFaas device, 192.168.0.104 is PC.

  • Deploy Demo App on Nvidia Nano

    • Deploy Parsec Server

      1. prepared files directory structure

        parsec-server-aarch64/

            parsec

            config.toml

            parsec.service

      2. add system user parsec (NEED login by root)

        $ sudo useradd -m parsec

        $ sudo passwd parsec

        $ sudo usermod -s /bin/bash parsec

        $ sudo loginctl enable-linger parsec

        $ sudo groupadd parsec-clients

      3. create necessary directorys (NEED login by root)

        $ sudo mkdir /var/lib/parsec

        $ sudo chown parsec:parsec /var/lib/parsec

        $ sudo chmod 700 /var/lib/parsec

        $ sudo mkdir /etc/parsec

        $ sudo chown parsec:parsec /etc/parsec

        $ sudo chmod 700 /etc/parsec

        $ sudo mkdir /usr/libexec/parsec

        $ sudo chown parsec:parsec /usr/libexec/parsec

        $ sudo chmod 700 /usr/libexec/parsec

        $ sudo mkdir /home/parsec/run/

        $ sudo chown parsec:parsec-clients /home/parsec/run/

        $ sudo chmod 750 /home/parsec/run/

      4. deploy files (NEED login by parsec)

        $ cp xxx/parsec-server-aarch64/parsec /usr/libexec/parsec

        $ chmod +x /usr/libexec/parsec/parsec

        $ cp xxx/parsec-server-aarch64/config.toml /etc/parsec/config.toml

        $ mkdir -p ~/.config/systemd/user

        $ cp xxx/parsec-server-aarch64/parsec.service ~/.config/systemd/user

      5. start parsec servive (NEED login by parsec)

        $ systemctl --user enable parsec

        $ systemctl --user start parsec

    • Deploy Parsec client

      • import docker image

        $ sudo docker load < parsec-client-v1.0-docker-aarch64.tar
        $ sudo docker images
        REPOSITORY TAG IMAGE ID CREATED SIZE
        <none> <none> d396f7adeed3 2 months ago 16.9MB
        $ sudo docker tag d396f7adeed3 parsec-client:v1.0

      • run image

        $ sudo docker run --restart=always -d -p8300:8300 -v /home/parsec/run:/run/parsec parsec-client:v1.0
        $ curl -v -d '{"Name": "GoClient"}' 127.0.0.1:8300/client
        ...
        HTTP/1.1 200 OK
        ...

      • import public key
        $ curl -v -d '{"Name": "GoClient", "KeyName": "MyPubKey", "Message":"ssh-rsa MIIBCgKCAQEAui7zi+ehpbtqa+haTF2S7dB01QKf2zpIpy//58x9j4L1ZR44h7ftdymJlg3c07VBRVEx5BUIuaXPZ2g4Yq5Un21LK9GQoPvisIU53ePQN5anY4sO+NhqPOnaobkX02Pflp1m5EYjyCgVY62of/DXaPyr91xFeeyvRJFgfyPA+xk7VCsbjtNEL118IhJLmMVqNq/OgDDTvCN93hgJD5D/nRvXhe4CVR6ZYvBLF1E7blwwcq3EcmtYO+u3l0mPQSm9OR6YLhqxTcw29G/MBP+1X6yokALE/0Ykt0FxIOIQDkdukKtK50p38kzluQ9iHIOhG2QWhTpqwa7boQyeXcLiLQIDAQAB GoClient_MyEncKey"}' 127.0.0.1:8300/key

    • Deploy NodeAuthAgent

      • deploy files
        $ sudo mkdir /usr/libexec/NodeAuth
        $ sudo cp xxx/NodeAuthAgent /usr/libexec/NodeAuth
        $ sudo chmod +x /usr/libexec/NodeAuth/NodeAuthAgent
      • config systemctl service
        $ sudo vim /etc/systemd/system/NodeAuthAgent.service
        [Unit]
        Description=Node Auth Agent

        [Service]
        WorkingDirectory=/usr/libexec/NodeAuth
        ExecStart=/usr/libexec/NodeAuth/NodeAuthAgent

        [Install]
        WantedBy=multi-user.target
      • start service
        $ sudo systemctl enable NodeAuthAgent.service
        $ sudo systemctl start NodeAuthAgent.service

    • Deploy k3s agent

      • install with k3s server token
        $ curl -sfL https://get.k3s.io | K3S_URL=https://192.168.0.116:6443 K3S_TOKEN=K10f3a81f8be38c4f230e45d330b153a6266a665d3310764d0d09075c2d4a40aa5b::server:a3abba7155f2f7b4684dbc548724ed22 sh -s - --docker

    • Deploy Triton Server

      • get JetPack
        $ wget https://github.com/triton-inference-server/server/releases/download/v2.17.0/tritonserver2.17.0-jetpack4.6.tgz
        $ tar zxvf tritonserver2.17.0-jetpack4.6.tgz
      • Installation dependent environment
        $ sudo apt-get update && \
            sudo apt-get install -y --no-install-recommends \
            software-properties-common \
            autoconf \
            automake \
            build-essential \
            cmake \
            git \
            libb64-dev \
            libre2-dev \
            libssl-dev \
            libtool \
            libboost-dev \
            libcurl4-openssl-dev \
            libopenblas-dev \
            rapidjson-dev \
            patchelf \
            zlib1g-dev
        $ sudo apt remove cmake
        $ wget https://cmake.org/files/v3.21/cmake-3.21.0.tar.gz
        $ tar -xf cmake-3.21.0.tar.gz
        $ cd cmake-3.21.0 && ./configure && sudo make install
        $ sudo apt-get install -y --no-install-recommends \
            curl \
            pkg-config \
            python3 \
            python3-pip \
            python3-dev
        $ sudo pip3 install --upgrade wheel setuptools cython
        $ sudo pip3 install --upgrade grpcio-tools numpy==1.19.4 future attrdict
      • get Triton Model
        $ git clone https://github.com/triton-inference-server/server
        $ git checkout r21.12
        $ cd docs/examples
        $ ./fetch_models.sh
      • test Triton server
        $ cd tritonserver2.17.0
        $ bin/tritonserver --model-repository=../model_repository --backend-directory=./backends --backend-config=tensorflow,version=2
        $ curl -v localhost:8000/v2/health/ready
      • creata systemctl service
        $ sudo useradd -m triton
        $ sudo passwd triton
        $ sudo usermod -s /bin/bash triton
        $ sudo loginctl enable-linger triton
        $ cp -R /xxx/tritonserver2.17.0 ./
        $ cp -R /home/u0u0/Documents/model_repository ./
        $ mkdir -p ~/.config/systemd/user
        $ vim ~/.config/systemd/user/triton.service
        [Unit]
        Description=Triton Server

        [Service]
        WorkingDirectory=/home/triton
        ExecStart=/home/triton/tritonserver2.17.0/bin/tritonserver --model-repository=/home/triton/model_repository --backend-directory=/home/triton/tritonserver2.17.0/backends --backend-config=tensorflow,version=2

        [Install]
        WantedBy=default.target
      • start service
        $ systemctl --user enable triton
        $ systemctl --user start triton

    • Deploy Triton client

      • import docker image
        $ sudo docker load < triton-client-v1.0-docker-aarch64.tar
        $ sudo docker images
        $ sudo docker tag a39dfgf7adeed3 triton-client:v1.0
      • run image
        $ sudo docker run --restart=always --add-host=host.docker.internal:host-gateway -d -p8302:8302 triton-client:v1.0


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