Skip to content

b4sjoo/opensearch-ml-san-check

Repository files navigation

OpenSearch ML-Commons Sanity Check

Sanity check script in python for OpenSearch ML-Commons plugin

Prerequisite

  • An OpenSearch cluster with security plugin enabled
  • Python 3 installed (ideally 3.8)
  • requests package

Usage

python3 san_check.py host port [--working_directory [folder with your import data and its index]] [--auth account password] [--ml_node_only] [--memory_cb_activate]

  • Host and port argument are always required and should be separated by space. Separating by colon(:) is not accepted. The host address should explicitly specify the protocol (We only support https now)
  • --working_directory can be shortened as -wd, when this argument is not specified, data import process won't be activated.
  • --ml_node_only can be shortened as -ML. If not specified, the ml commons plugin can be run on all nodes.
  • --memory_cb_activate can be shortened as -CB. If not specified, the circuit breaker is deactivated.

TODO

  • Support non-secure mode
  • Return an error counter when test is finished
  • Support PPL command test
  • Support sanity test on Custom Model and Neural Search
  • Support sanity test on reserved ML roles

About

Sanity check script for OpenSearch ML-Commons plugin

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages