rdc-correlate

Correlates Kohler RDC generator wire-protocol TLV parameters (0xXXXX IDs streaming over TCP 5253) against Rehlko cloud API fields to verify or discover new parameter mappings.

When it finds new high-confidence mappings, it opens a PR on rdc-protocol-research that updates PARAMETERS.md with the discoveries.

What it does

1. Reads kohler.sqlite — a database populated by the rdc-proxy pcap capture pipeline (wire_records) and a Rehlko cloud poller (cloud_fields).
2. For every (wire_param_id, cloud_field_path) pair, computes Pearson r on time-aligned samples + a median scale ratio.
3. Emits the highest-confidence match per wire ID that clears a threshold.
4. Diffs those findings against the current PARAMETERS.md in rdc-protocol-research. New entries are bundled into a branch and opened as a PR for human review.

Quick start

See docs/SETUP.md for the full walkthrough (it assumes a Pi already running rdc-proxy). The short version:

curl -fsSL https://raw.githubusercontent.com/andrewroydshayes/rdc-correlate/main/install/install.sh \
  | sudo bash

# Once credentials + gh auth are set up:
sudo /opt/rdc-correlate/venv/bin/python -m rdc_correlate correlate --out /tmp/f.json
sudo /opt/rdc-correlate/venv/bin/python -m rdc_correlate publish --findings /tmp/f.json --dry-run
sudo /opt/rdc-correlate/venv/bin/python -m rdc_correlate publish --findings /tmp/f.json

Subcommands

Development

pip install -e ".[dev]"
pytest

License

MIT.