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How to add a service to OpenPAI ? A simple guideline

Xiang Long edited this page Feb 3, 2021 · 2 revisions

How to add a service to OpenPAI ? A simple guideline

While the process I implemented a docker pull-through cache service inside pai, I struggled to clarify how a service should be and service-configuration.yml generated.

A service directory structure

In general, a service directory should have 2 or 3 sub-directory: "build"(optional), "config", "deploy".

  • The "build" directory contains a dockerfile to generate service specific container when developer need custom docker for service.
  • The "config" directory contains a config yaml file and a python script to add dynamic configurations. Both of those files have restrict naming convention: the config yaml file should be named as "<service_name>.yaml", the python script should be named as "<service_name_replace"-"with"_">.py. Consider "docker-cache/config/" as a sample, the config file name is "docker-cache.yaml", and the python script name is "docker_cache.py".
  • The "deploy" directory contains many files related to service deployment. Those files can devided to 3 types: k8s api files, service operation scripts and service entry file. The entry file is service.yaml, which describes meta info of a service.

How service-configuration.yml generate

How kubespray work

pylon config to add endpoint