Models and Logs

Prepare models before a live run, delete them to free disk space, and inspect recent application logs.
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Downloaded Models

Files are stored in /root/.u2net
U2Net

Fast and efficient
Best default when you want lower memory use and shorter processing times.
Downloaded: no Loaded: no Size: not downloaded
u2net.onnx /root/.u2net/u2net.onnx
BiRefNet General

Slower, better quality
Usually cleaner edges for product images, but heavier and slower than U2Net.
Downloaded: yes Loaded: yes Size: 927.61 MB
birefnet-general.onnx /root/.u2net/birefnet-general.onnx
BiRefNet Portrait

Portrait specialist
Best when the subject is a person and hair or body edges matter most.
Downloaded: no Loaded: no Size: not downloaded
birefnet-portrait.onnx /root/.u2net/birefnet-portrait.onnx
Recent Logs

/app/data/app.log
    raise ValueError(f"Image column '{request.image_column}' was not found in the source.")
ValueError: Image column 'image_link' was not found in the source.
2026-06-09 18:02:34,355 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-10 20:02:34 CEST)" executed successfully
2026-06-09 18:02:34,542 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-10 20:02:34 CEST)" executed successfully
2026-06-10 18:02:34,249 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-11 20:02:34 CEST)" (scheduled at 2026-06-10 20:02:34.249491+02:00)
2026-06-10 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-11 20:02:34 CEST)" (scheduled at 2026-06-10 20:02:34.249802+02:00)
2026-06-10 18:02:34,320 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/feeds/interprom.csv "HTTP/1.1 200 OK"
2026-06-10 18:02:34,332 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 100, in run
    summary = self._run_internal(request, progress_callback=progress_callback)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/app/processor.py", line 124, in _run_internal
    raise ValueError(f"Image column '{request.image_column}' was not found in the source.")
ValueError: Image column 'image_link' was not found in the source.
2026-06-10 18:02:34,333 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-11 20:02:34 CEST)" executed successfully
2026-06-10 18:02:34,334 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/rembg/temaso.csv "HTTP/1.1 200 OK"
2026-06-10 18:02:34,522 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-11 20:02:34 CEST)" executed successfully
2026-06-11 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-12 20:02:34 CEST)" (scheduled at 2026-06-11 20:02:34.249491+02:00)
2026-06-11 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-12 20:02:34 CEST)" (scheduled at 2026-06-11 20:02:34.249802+02:00)
2026-06-11 18:02:34,320 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/feeds/interprom.csv "HTTP/1.1 200 OK"
2026-06-11 18:02:34,331 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 100, in run
    summary = self._run_internal(request, progress_callback=progress_callback)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/app/processor.py", line 124, in _run_internal
    raise ValueError(f"Image column '{request.image_column}' was not found in the source.")
ValueError: Image column 'image_link' was not found in the source.
2026-06-11 18:02:34,332 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-12 20:02:34 CEST)" executed successfully
2026-06-11 18:02:34,398 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/rembg/temaso.csv "HTTP/1.1 200 OK"
2026-06-11 18:02:34,584 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-12 20:02:34 CEST)" executed successfully
2026-06-12 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-13 20:02:34 CEST)" (scheduled at 2026-06-12 20:02:34.249491+02:00)
2026-06-12 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-13 20:02:34 CEST)" (scheduled at 2026-06-12 20:02:34.249802+02:00)
2026-06-12 18:02:34,251 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-12 18:02:34,252 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-13 20:02:34 CEST)" executed successfully
2026-06-12 18:02:34,252 ERROR [app.scheduler] Scheduled run failed for schedule 70edb4fc248646c8bc6d0397ed35ed92
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-12 18:02:34,252 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-13 20:02:34 CEST)" executed successfully
2026-06-13 18:02:34,249 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-14 20:02:34 CEST)" (scheduled at 2026-06-13 20:02:34.249491+02:00)
2026-06-13 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-14 20:02:34 CEST)" (scheduled at 2026-06-13 20:02:34.249802+02:00)
2026-06-13 18:02:34,252 ERROR [app.scheduler] Scheduled run failed for schedule 70edb4fc248646c8bc6d0397ed35ed92
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-13 18:02:34,252 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-14 20:02:34 CEST)" executed successfully
2026-06-13 18:02:34,252 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-13 18:02:34,256 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-14 20:02:34 CEST)" executed successfully
2026-06-14 18:02:34,249 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-15 20:02:34 CEST)" (scheduled at 2026-06-14 20:02:34.249491+02:00)
2026-06-14 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-15 20:02:34 CEST)" (scheduled at 2026-06-14 20:02:34.249802+02:00)
2026-06-14 18:02:34,251 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-14 18:02:34,252 ERROR [app.scheduler] Scheduled run failed for schedule 70edb4fc248646c8bc6d0397ed35ed92
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 98, in run
    self.db.create_run(run_id, trigger_type, request.model_dump_json())
  File "/app/app/db.py", line 116, in create_run
    conn.execute(
sqlite3.OperationalError: database or disk is full
2026-06-14 18:02:34,253 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-15 20:02:34 CEST)" executed successfully
2026-06-14 18:02:34,253 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-15 20:02:34 CEST)" executed successfully
2026-06-15 18:02:34,249 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-16 20:02:34 CEST)" (scheduled at 2026-06-15 20:02:34.249491+02:00)
2026-06-15 18:02:34,250 INFO [apscheduler.executors.default] Running job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-16 20:02:34 CEST)" (scheduled at 2026-06-15 20:02:34.249802+02:00)
2026-06-15 18:02:34,323 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/feeds/interprom.csv "HTTP/1.1 200 OK"
2026-06-15 18:02:34,332 ERROR [app.scheduler] Scheduled run failed for schedule d3a9c686d9d840b8be42da69ed2ea5a0
Traceback (most recent call last):
  File "/app/app/scheduler.py", line 98, in _run_schedule
    self.processor.run(schedule.request, trigger_type=f"schedule:{schedule.schedule_id}")
  File "/app/app/processor.py", line 100, in run
    summary = self._run_internal(request, progress_callback=progress_callback)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/app/processor.py", line 124, in _run_internal
    raise ValueError(f"Image column '{request.image_column}' was not found in the source.")
ValueError: Image column 'image_link' was not found in the source.
2026-06-15 18:02:34,333 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-16 20:02:34 CEST)" executed successfully
2026-06-15 18:02:34,345 INFO [httpx] HTTP Request: GET https://apfig-feed.dego-verse.com/rembg/temaso.csv "HTTP/1.1 200 OK"
2026-06-15 18:02:34,587 INFO [httpx] HTTP Request: GET https://temaso.me/wp-content/uploads/2026/02/DY508-glavna.avif "HTTP/1.1 200 OK"
2026-06-15 18:02:34,592 INFO [app.processor] Loading model session for birefnet-general
2026-06-15 18:03:36,375 INFO [apscheduler.executors.default] Job "ScheduleService._run_schedule (trigger: interval[1 day, 0:00:00], next run at: 2026-06-16 20:02:34 CEST)" executed successfully