# Production drift monitoring (runtime/drift/) — wraps the drift_monitor
# package (formerly known as infodrift) with the toolkit's OWL +
# SHACL + JSON-LD layer.
#
# drift_monitor pulls in numpy / pandas / scipy / scikit-learn
# transitively, so this tier is sizeable (~250 MB).
#
# Install: pip install -r requirements-drift.txt
#
# NOTE: the drift-monitor distribution is hosted on a private git repo
# (see https://github.com/synaptixs/infodrift). The wheel
# produced by `python -m build` is therefore intended for private /
# internal distribution — not PyPI.

drift-monitor @ git+https://github.com/synaptixs/infodrift.git@develop
drain3>=0.9                     # Optional — required only by LogTemplateMonitor
