Experiment Population Auto-Sizing Tool
This tool automatically calculates sizing for experiments.
Local Installation
# Create and activate a python virtual environment.
python3 -m venv venv/
source venv/bin/activate
pip install -r requirements.txt
# Install auto_sizing
pip install .
Production Build
Docker images are built automatically via CI (see .circleci/config.yml) whenever a PR is merged to main.
Deployment
Deployment is done similarly to Jetstream: Docker container is built and pushed to GCR, where Argo manages orchestration of tasks in GKE. This tool leverages the existing Jetstream Argo cluster.