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Stabilize CORE test suite by aligning deterministic test fixtures, paths, and aliases#14

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Stabilize CORE test suite by aligning deterministic test fixtures, paths, and aliases#14
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Copilot AI commented May 7, 2026

This PR scopes to CORE stabilization only: deterministic lumping/kernels/plots/config-path handling/linkage-Z conversion/macrostate assignment. It avoids deferred areas (stochastic workflows, GPCCA, RMSD extras, random frame export, PDB generation, least-moving-residue outputs).

  • Deterministic test mapping + alias cleanup

    • Replaced stale tests/data/lumpings.yaml entries with current deterministic keys/values (t, kl, t_js, kl_js, js, gpcca; none/JS/ref semantics).
    • Updated stale dataset aliases in tests:
      • PDZ3_7PDZ3
      • aSyn_rdc_200nsaSyn
  • Config path assumptions corrected

    • Updated test invocations that assumed tests/data/<dataset>/config.yml to use tests/data/<dataset>/input/config.yml (including stochastic variants in input/).
    • Kept a single canonical config location (input/config.yml), without duplicating config files.
  • CORE plot/test harness fixes

    • Corrected expected Z path resolution in plotting tests to remain dataset-scoped after config path normalization.
    • Ensured manual-inspection plot outputs create parent directories before writing.
    • Closed matplotlib figures around CLI test invocations to prevent cross-test figure/layout leakage.
    • Aligned PDZ3 macrotraj deterministic plot test to the available deterministic setup (KL/none).
  • Deterministic runtime hardening + stale reference refresh

    • In MPP/MPP.py, guarded mean-feature assignment for states with no members to avoid NaN feature propagation in deterministic runs.
    • Regenerated stale deterministic reference:
      • tests/data/PDZ3/expected_output/kl/Z.npy
    • Added a minimal absolute tolerance for one deterministic scalar assertion to avoid false negatives from floating-point noise.
# Before: could emit NaN when a state has no assigned frames
self.mean_feature[i] = self.mean_feature_trajectory[self.trajectory == i].mean()

# After: only compute mean for populated states
state_mask = self.trajectory == i
if np.any(state_mask):
    self.mean_feature[i] = self.mean_feature_trajectory[state_mask].mean()

Copilot AI linked an issue May 7, 2026 that may be closed by this pull request
Agent-Logs-Url: https://github.com/moldyn/MPP/sessions/92e0b3d5-a277-400a-86aa-99543323319e

Co-authored-by: biofe <58781925+biofe@users.noreply.github.com>
Copilot AI changed the title [WIP] Stabilize CORE tests without touching deferred functionality Stabilize CORE test suite by aligning deterministic test fixtures, paths, and aliases May 7, 2026
Copilot finished work on behalf of biofe May 7, 2026 16:23
Copilot AI requested a review from biofe May 7, 2026 16:23
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TASK-1.3 (Core Test Stabilization)

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