Task #94: BCTC consistency check + Dashboard forecast loading fix - #77
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thanhhale288 wants to merge 3 commits into
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Task #94: BCTC consistency check + Dashboard forecast loading fix#77thanhhale288 wants to merge 3 commits into
thanhhale288 wants to merge 3 commits into
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…s and cleanup audit. - Retrain LightGBM from main checkout: MAPE 8.95 (artifact_path now data/models/, not stale worktree). - Regenerate ml_monitoring_baseline.json: all 4 models present (arima 31.72 / xgboost 6.80 / lightgbm 8.95 / lstm 10.09). Drift no longer null for lightgbm. - Add lightgbm_importance.json produced by retrain. - Commit .scratch/handoff-wave1..4.md (previously untracked batch wave reports). - Add epic5-survey-fixables.md audit report (Epic 5 gaps + future directions). - Restore shop_matcher.joblib to committed state (binary drifted from eval run, not a real retrain). - Remove 20 stale worktrees (t66–t81, t95, task54-55-ci-fix, task64-handoff, new-design-system); all branches merged to main. Co-authored-by: Cursor <cursoragent@cursor.com>
Capture a stable backend startup command with thread-safe defaults and include a debug script that isolates ML/runtime crash points step-by-step. Co-authored-by: Cursor <cursoragent@cursor.com>
Render core dashboard data as soon as summary and macro APIs return, and fetch forecast in the background so a slow or hung ML endpoint no longer blocks the whole page. Co-authored-by: Cursor <cursoragent@cursor.com>
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Summary
scripts/run_backend.shandscripts/debug_segfault.pyto reproduce backend startup and isolate segfault points during local fullstack debugging.Test plan
./scripts/run_backend.shstarts backend on :8000 without segfault when opening Dashboardhttp://localhost:5173— Dashboard renders summary/IIP/VA without waiting for forecastPYTHONPATH=. pytest tests/benchmark/test_bctc_consistency.py -qPYTHONPATH=. pytest tests/benchmark/test_docai_extract_smoke.py -qMade with Cursor