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>
52 lines
1.6 KiB
Python
52 lines
1.6 KiB
Python
import argparse
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import json
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import os
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import subprocess
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import sys
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from pathlib import Path
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ROOT = Path(__file__).resolve().parents[3]
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VENDOR = ROOT / "vendor" / "stable-fast-3d"
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ap = argparse.ArgumentParser()
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ap.add_argument("--input", action="append", default=[])
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ap.add_argument("--outdir", required=True)
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ap.add_argument("--params", default="{}")
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a = ap.parse_args()
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p = json.loads(a.params)
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if not a.input:
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print("ERROR: no input image")
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sys.exit(1)
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if not (VENDOR / "run.py").exists():
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print(f"ERROR: SF3D not installed at {VENDOR}. Run scripts/install_sf3d.sh")
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sys.exit(1)
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outdir = Path(a.outdir)
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work = outdir / "sf3d_out"
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work.mkdir(parents=True, exist_ok=True)
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cmd = [
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sys.executable, "run.py", str(Path(a.input[0]).resolve()),
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"--device", p.get("device", "mps"),
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"--output-dir", str(work.resolve()),
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"--texture-resolution", str(p.get("texture_resolution", 1024)),
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"--foreground-ratio", str(p.get("foreground_ratio", 0.85)),
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"--remesh_option", p.get("remesh_option", "none"),
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]
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env = os.environ.copy()
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env["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
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print("+", " ".join(cmd), flush=True)
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res = subprocess.run(cmd, cwd=str(VENDOR), env=env, stdout=sys.stdout, stderr=subprocess.STDOUT)
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if res.returncode != 0:
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sys.exit(res.returncode)
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glbs = sorted(work.rglob("*.glb"))
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if not glbs:
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print("ERROR: SF3D produced no .glb")
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sys.exit(1)
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name = f"sf3d_{Path(a.input[0]).stem}.glb"
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(outdir / "result.json").write_text(json.dumps(
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{"outputs": [{"path": str(glbs[0]), "name": name, "meta": {"tool": "sf3d"}}]}))
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print("done:", glbs[0], flush=True)
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