# Pinned environment for the null-calibration benchmark (benchmark/).
# Recreate with:
#   python -m venv .venv-benchmark && . .venv-benchmark/bin/activate
#   pip install -e . -r benchmark/requirements-benchmark.txt
# Versions below are the ones the published numbers were measured with
# (macOS arm64, Python 3.13.9). dedrift itself is installed editable from
# this repository; its version is recorded inside each results document.
numpy==2.5.1
pandas==3.0.5
scipy==1.18.0
evidently==0.7.21

# Considered and NOT measured — see benchmark/METHODS_CONSIDERED.md:
# driftbase==0.15.1        (public write API is disconnected from the read
#                           path compute_drift() uses; integration impossible
#                           without writing internal tables)
# nautilus-compass==2.3.0  (within-session persona drift; our histories have
#                           no sessions — estimand mismatch, not config)
# uptrain==0.7.1           (ConceptDrift streaming operator; see
#                           METHODS_CONSIDERED.md)
# whylogs==1.6.4           (no programmatic drift-alarm API at defaults)
