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3 Commits

Author SHA1 Message Date
MODELBEAST
b8c333a93e Unified worker pool: gpu lane dispatches across M3 + M1 nodes (HANDOFF2 phase B) 
The gpu lane is now a NODE POOL (this Mac + remote workers from nodes.json) instead
of a single-Metal semaphore. A gpu job runs on whichever node is free:
- server/remote.py: ssh+rsync dispatch — mkdir remote dirs, rsync inputs out, run
  the operator's run.py over ssh with repo-relative paths (HF_TOKEN sourced from the
  node's .env.remote, off the process table), rsync outputs back, clean up. Cached
  health checks; per-node operator allowlist.
- runner: _acquire_gpu_node picks the first free node that supports the op (local
  runs anything; a remote must list it + be reachable → auto-fallback to local).
  _run_job branches local/remote; the M1 never touches the M3's DB.
- sysinfo/Dashboard: gpu lane limit = pool size; per-node status cards.
- nodes.json (gitignored, primary-only): M1 worker, allowlist excludes trellis_mac
  (bf16 unverified on M1) + brush_train (not installed there).

Verified: two FLUX jobs from one queue split M3(local, 10.3s) + M1(remote via ssh,
21.2s), both images rsync'd back and registered on the M3.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-14 18:18:09 +10:00
MODELBEAST
605b1ae347 Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 
Framework:
- server/settings.py: key/value settings + secrets, env-injected into operator
  subprocesses, secret values masked in API and redacted from job logs
- runner: gpu/cpu/net concurrency lanes, job cancel/retry/delete, multi-input,
  graceful 'not installed' error when a tool venv is missing
- db: settings table, asset_ids column (migrated), MODELBEAST_DATA test override
- main: settings + job-action endpoints, inbox watch folder auto-ingest
- store: operators can tag output asset kind (splat, colmap_dataset)

Operators (11 total):
- fal_trellis/trellis2/hunyuan3d/rodin via shared _lib/fal_common.py (verified
  params + endpoint ids; recursive result-URL extractor handles per-endpoint keys)
- sf3d, trellis_mac: local MPS image-to-3D, installed with Metal kernels built,
  gated on owner HuggingFace auth
- colmap_poses (COLMAP 4.x + GLOMAP global mapper), brush_train (native Metal 3DGS)
- Scan pipeline validated end-to-end through the UI: frames -> colmap (48/48
  registered, 0.6px) -> brush -> splat.ply -> in-app SplatViewer

Frontend:
- Settings modal, operator gating (lock + disabled run when requires_env unmet),
  job cancel/retry/delete, Compare grid (multi-select side-by-side viewers),
  SplatViewer (gaussian-splats-3d, Ply format forced for extensionless URLs)

Tooling: scripts/install_{colmap,brush,sf3d,trellis_mac}.sh; vendor/ + venvs/
gitignored; tests/smoke.sh (12 checks passing); BENCHMARKS.md

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-12 21:42:27 +10:00
MODELBEAST
d0569dc746 Phase 0 baseline: FastAPI+SQLite operator pipeline, React/three.js UI, ffprobe/ffmpeg_frames/blender_convert operators 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-12 21:05:22 +10:00