datalets v0.6.0 — long fits are never blind
Big-data fits used to go dark for hours outside a terminal. No more:
- Per-task lines in plain mode (logs, CI, servers, captured notebooks):
[37/104] cluster 4 · xgboost · stage 12m08s, throttled to stay log-friendly. - Heartbeat: after 30 quiet seconds —
⏳ still working · stage elapsed 1h02m · 96/104 tasks done · waiting on global · random_forest— naming the exact task blocking the stream. - Live bar now shows stage-elapsed time on every frame;
clusterer="auto"narrates each config it tries. - Selectable auto-search algorithms:
clusterer=["kmeans", "gmm", "birch"]runs the utility-scored search over exactly those — the way to skip slow density-based clusterers on large data.
491 tests. CHANGELOG.md