FINDING #4607 · UNIT ID 734174248
lakehq/sail
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
20.18
ACCEL
-0.55
RETENTION
8.9%
PEAK 2026-04-24 · FORK-RETENTION 0.0% · 1,816 STARS / WINDOW
Author Audience
AUDIENCE
900
FOLLOWERS
103
OWNER ★
3,202
Engagement Signals
FORKS
194
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,816 / 1,816 (DIVERSITY 1.00)
Why This Is A Finding
lakehq/sail собрал 1,816 звёзд за окно, тогда как у автора всего 103 подписчиков — эффективная аудитория ≈ 900. Это даёт surprise-индекс 0.0215 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 28% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY20.183.99+16.18ABOVE 89%
RETENTION8.9%17.1%-8.3 PPABOVE 26%
FORKS19490+105ABOVE 70%
SURPRISE0.020.01+0.01ABOVE 67%