otb-cloud/PROJECT_STATE.md

[v1.5.0-beta] - Stable beta milestone

Major Systems

• Android uploader (streaming + batching + Last X)
• Image workshop (resize + format conversion)
• Video pipeline (multi-profile GPU processing)
• Device browser (gallery + rename + batch actions)
• Health metrics + system visibility

Status

System is now stable and usable as a real-world service platform.

PROJECT_STATE.md

Project: OTB Cloud Version: v1.5.0-beta Updated: 2026-04-26 Location: /opt/otb_cloud

Current State

OTB Cloud is now operating as a live multi-profile, dual-GPU media processing/storage platform.

Confirmed Working

• Dashboard, device browser, and workshop flow
• File-ID based workshop queueing
• Multi-profile processing:
  • default
  • compress
  • hq
• Manual rotation override
• Processed outputs written to:
  • devices//video/
• Completed job actions:
  • View
  • Send to LTS
  • Download Output
  • Delete
• Failed job delete
• LTS routing for:
  • lts/video
  • lts/archived
  • lts/pictures
• Health page with cumulative GPU time that remains after visible job deletion
• Queue summary visible in workshop:
  • queued jobs
  • active users
• Global video jobs functionality present
• Intel + AMD worker threads active in production use

Current Observed GPU Behavior

• Both intel and amd workers are active
• Both GPUs are successfully processing jobs
• AMD and Intel are both taking work from the queue in live operation
• Current observed job records still show batch_id as NULL on recent jobs, so full batch-aware fairness logic should be treated as not yet proven active

Notes on Fair Use / Scheduler

• Fair-use scheduler direction is defined
• Per-tenant one-GPU fairness under contention is still an active implementation/testing area
• Current system is functional and stable enough to continue development while that is finalized

Recommended Next Step

Proceed to Android app update:

• allow app-side selection for images, videos, or both

[v1.1.0-alpha4.2] - Storage structure + Android alignment

✅ Storage restructuring

• Unified storage under:
  • originals/images
  • originals/video
• Eliminated previous split:
  • devices/phone/images
  • devices/phone/video

✅ Android upload route fix

• MIME-based routing now writes to:
  • originals/images
  • originals/video
• DB paths now match filesystem paths

✅ Device browser fix

• Browser rooted correctly at:
  • devices//originals
• Folder discovery now correctly shows:
  • images
  • video

🔧 Data repair

• Migrated existing device 37 file records:
  • images → originals/images
  • video → originals/video

⚠️ Notes

• Previous mismatch between DB paths and filesystem caused invisible folders
• Permission issues on new directories corrected (otbcloud ownership)

🧠 Next

• Improve Android upload stability (OOM handling)
• Add per-user GPU fairness scheduling (queued)