TensorMSA : Tensorflow Micro Service Architecture

Install

conda install -y MKL

Install

History

• 16.2.3 Initial
  
• 16.2.4 Firefox Fix, Chrome Installed, Korean Font Installed
  
• 16.3.1 Tensorflow 1.0, RabbitMQ, Vnc Server, Xfce4 Installed
  

Summeries

• python 3.5
• conda
• Tensorflow r0.12
• Django
• postgres 9.6
• Pycharm Comunity
• Chrome
• python packages for hoyai
• pgadmin3
• rabbit mq
• hdfview
• vnc xfce4 setup
  

1.Prerequisite

• Docker 1.13 on ubuntu 16.04
  
• How to install : https://docs.docker.com/engine/installation/linux/ubuntu/
  
• Add 127.0.0.1 ip-xxx-xx-x-xx to /etc/hosts
  
• unset DISPLAY

2.User add ubuntu

  sudo groupadd docker
  sudo gpasswd -a ubuntu docker

• Test command : docker ps(By ubuntu id) - restart AWS

3.Download Docker Images

  docker pull hoyai/hoyai_dev_docker

4.Run Docker Container

• Changes Resolution for vnc = VNC_RESOLUTION="1920x1080"
  

  docker run -itd --env="VNC_RESOLUTION=1920x1080" --env="DISPLAY" --env="QT_X11_NO_MITSHM=1" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" --name hoyai_dev -p 5672:5672 -p 2266:2266 -p 5432:5432 -p 8000:8000 -p 6006:6006 -p 8888:8888 -p 5901:5901 hoyai/hoyai_dev_docker

5. Register Docker Service

  cd /etc/systemd/system/
  vi docker_hoyai.service     

• docker_hoyai.service

  [Unit]
  Description=hoyai container
  Requires=docker.service
  After=docker.service

  [Service]
  Restart=always
  ExecStart=/usr/bin/docker start -a hoyai_dev
  ExecStop=/usr/bin/docker stop -t 2 hoyai_dev

  [Install]
  WantedBy=default.target

- Service enable & start</br>
```bash
   sudo systemctl enable docker_hoyai.service
   
   sudo systemctl start docker_hoyai.service

• Service disable & stop
  

   sudo systemctl disable docker_hoyai.service
   
   sudo systemctl stop docker_hoyai.service

6. Restart aws

• Check for hoyai_dev_docker started after aws reboot
  

   
   docker ps 

7. Install VNC

• Go to chrome app store
  
• Find VNC Viewer for Google Chrome
  

7. Connect VNC

• Make New tab in chrome
  
• Find apps icon on top of screen
  
• Click vnc and input your ip(port : 5901)
  - Passwd : vncpasswd
  
  

8. ETC

• pycharm.sh &
  
• google-chrome
  
• firefox
  
• pgadmin3
  

9. Merge Another Repository to My Repository

• Make git repository for docker auto build
• Add remode repository

git remote add hoyai_docker https://github.com/TensorMSA/hoyai_docker.git

cd hoyai_dev_docker/

git pull hoyai_docker

git branch -d dd
git checkout -b dd hoyai_docker/master

git checkout master
git merge dd
git push

---------------------------before--------------------------------------------------------

Make New tab in chrome
Find apps icon on top of screen
Click vnc and input your ip(port : 5901)
Passwd : vncpasswd

8. ETC
pycharm.sh &
google-chrome
firefox
pgadmin3

------------------------------------------------------------------before----------------------------------------------------------------

0b6d58b473d49e4804e90f7b4163114fdbe70208 1.Install Xming

• download Xming : https://sourceforge.net/projects/xming/
  
• install

2.Install Putty

• install putty : http://www.chiark.greenend.org.uk/~sgtatham/putty/latest.html?

3.Connect AWS EC2 Instance

• .....
  

4.Git clone

5.Docker build

  docker build --rm -t hoyai/client:v0.1 .

• You can change name and version [hoyai/client:v0.1]
  

6.Docker run

  docker run -itd --name hoyai_dev -p 2266:2266 -p 5432:5432 -p 8000:8000 -p 6006:6006 -p 8888:8888 --volume /root/data/:/root/lib/ hoyai/client:v0.1
  
  docker run -itd  --env="DISPLAY" --env="QT_X11_NO_MITSHM=1" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" --name hoyai_dev -p 2266:2266 -p 5432:5432 -p 8000:8000 -p 6006:6006 -p 8888:8888 --volume /root/data/:/root/lib/ hoyai/client:v0.1
  
docker run -itd  --env="VNC_RESOLUTION=1920x1080" --env="DISPLAY" --env="QT_X11_NO_MITSHM=1" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" --name hoyai_dev -p 5672:5672 -p 2266:2266 -p 5432:5432 -p 8000:8000 -p 6006:6006 -p 8888:8888 -p 5901:5901 --volume /root/data/:/root/lib/ hoyai/client:v0.2   

7.Connect hoyai_dev directly and Change root password

   docker exec -it hoyai_dev bash

    passwd root

8.Connect hoyai_dev by SSH

• putty -> connection -> ssh -> X11 -> Enable X11 forwarding check
• Connect AWS, Port : 2266

9.Run Pycharm

    /home/dev/pyc/bin/pycharm.sh &

10.Run Chrome

    /usr/bin/google-chrome --no-sandbox