Performance enhacement for predict action by caching model info

[zane-neo]

Description

ML-commons predict API needs to check user permissions before the actual inference happen but the current implementation is not efficient since we need to read index for each single predict request. And fetching model info with getModel leverages the GET threadpool in OpenSearch Core, under heavy traffic, there might be rejection exception thrown since the threadpool is saturated.

Issues Resolved

NA

Check List

• New functionality includes testing.
  • All tests pass
• New functionality has been documented.
  • New functionality has javadoc added
• Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
For more information on following Developer Certificate of Origin and signing off your commits, please check here.

[opensearch-trigger-bot]

The backport to 2.9 failed:

The process '/usr/bin/git' failed with exit code 1

To backport manually, run these commands in your terminal:

# Fetch latest updates from GitHub
git fetch
# Create a new working tree
git worktree add .worktrees/backport-2.9 2.9
# Navigate to the new working tree
cd .worktrees/backport-2.9
# Create a new branch
git switch --create backport/backport-1472-to-2.9
# Cherry-pick the merged commit of this pull request and resolve the conflicts
git cherry-pick -x --mainline 1 a985f6ec6dc280072b7045dcf4851959aa575c54
# Push it to GitHub
git push --set-upstream origin backport/backport-1472-to-2.9
# Go back to the original working tree
cd ../..
# Delete the working tree
git worktree remove .worktrees/backport-2.9

Then, create a pull request where the base branch is 2.9 and the compare/head branch is backport/backport-1472-to-2.9.