crms 2023.5.3.1340

Cloud Robot Model Sharing Middleware

CRMS CLI Installation

(0) Preparation

• (0.1) PIP3 must be prepared.

sudo apt-get update -y
sudo apt-get install python3-pip

• (0.2) Git must be prepared and configured

sudo apt-get install git
git config --global user.name “Your Name”
git config --global user.email [e-mail]

(1) Install gcloud sdk

• (1.1) Download https://cloud.google.com/sdk/docs/install (Linux 64-bit package)
• (1.2) Extract the downloaded package to ~/google-cloud-sdk

tar -xf google-cloud-cli-395.0.0-linux-x86_64.tar.gz

• (1.3) Add path to .bashrc

./google-cloud-sdk/install.sh

• (1.4) Setup Google Credential
  • Download Google Credential file (contact administrator of your Google Cloud Project)
    • Access permission of credential may be one of reading or writing (writing permission is necessary for a full test)
    • In case of reading permission, crms push command is not allowed (crms list/desc/pull commands are allowed)
  • Default credential for the reader of google cloud robot project is cloudrobotai-reader-cred.zip
    • unzip cloudrobotai-reader-cred.zip
  • Set GOOGLE_APPLICATION_CREDENTIALS into ~/.bashrc

export GOOGLE_APPLICATION_CREDENTIALS=”/path/to/<google-cloud-project-credential>.json”

• (1.5) (optional) Set an environment variable (CRMS_META_REPOSITORY) for Google Firestore (Default='croudrobotai')

export CRMS_META_REPOSITORY=your-google-cloud-project

(2) Install crms from Github or PyPi

• (2.0) pip upgrade is required before install crms

pip3 install --upgrade pip
[reboot if necessary, and try to install again]

• (2.1) For full test : Download crms from Github and install with pip3

git clone https://github.com/jangcs/crms.git
cd crms
pip3 install .

• (2.2) For just install (not for test): Install from PyPi

pip3 install crms

(3) Install DVC for Google Cloud Storage

pip3 install dvc[gs]
[reboot if necessary]

(4) Prepare ssh key for github

• (4.1) SSH key has to be generated for secure connection with github.com

ssh-keygen
ssh-keyscan github.com > ~/.ssh/known_hosts

• (4.2) And, the generated SSH key has to be registered to github.com in order to push a model
  • Login github.com -> Settings/SSH and GPG keys -> [New SSH Key] Button -> Copy the contents of ~/.ssh/id_rsa.pub to Key box -> [Add SSH Key] Button

(5) Test crms cli

• (5.1) Modify the line in test.sh, 'crms conf [e-mail]:IdToBeReplaced/...' to your github account

sed -i 's/IdToBeReplaced/<your_github_account>/g' test.sh

• (5.2) Add a repository to github (ex. model_test)

  • Login github.com -> [New] Button -> Create a New Repository -> Enter a repository name(ex. model_test) -> [Create repository] Button

• (5.3) Execute test.sh with the name of the added github repository

/test.sh model_test