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İşleri Zamanla
İşleri Zamanla
HF altyapısında çalışacak işleri planlayın ve yönetin.
hf jobs uv run veya hf jobs run komutlarını @annually, @yearly, @monthly, @weekly, @daily, @hourly zamanlamalarıyla veya bir CRON zamanlama ifadesiyle (ör. her Pazartesi saat 9:00 için "0 9 * * 1") kullanın:
# Schedule a job that runs every hour
>>> hf jobs scheduled uv run @hourly python -c "print('This runs every hour!')"
# Use the CRON syntax
>>> hf jobs scheduled uv run "*/5 * * * *" python -c "print('This runs every five minutes!')"
# Schedule with GPU
>>> hf jobs scheduled uv run --flavor a10g-small --with torch @hourly python -c 'import torch; print(f"This code ran with the following GPU: {torch.cuda.get_device_name()}")'
# Schedule with a Docker image
>>> hf jobs scheduled run @hourly python:3.12 python -c "print('This runs every hour!')"
# Schedule a Python script with a label
>>> hf jobs scheduled uv run --label fine-tuning @hourly my_script.py
# Schedule a named job (names show up in the UI and do not have to be unique)
>>> hf jobs scheduled run --name hourly-task @hourly python:3.12 python -c "print('This runs every hour!')"Ortam değişkenleri, gizli bilgiler, zaman aşımı, etiketler vb. iletmek için hf jobs uv run ve hf jobs run ile aynı parametreleri kullanın.
hf jobs scheduled ps, hf jobs scheduled inspect, hf jobs scheduled suspend, hf jobs scheduled resume, hf jobs scheduled reschedule, hf jobs scheduled trigger ve hf jobs scheduled delete komutlarını kullanarak zamanlanmış işleri yönetin:
# List your active scheduled jobs
>>> hf jobs scheduled ps
# List all your scheduled jobs (including suspended jobs)
>>> hf jobs scheduled ps -a
# Inspect the status of a job
>>> hf jobs scheduled inspect <scheduled-job-id>
# Suspend (pause) a scheduled job
>>> hf jobs scheduled suspend <scheduled-job-id>
# Resume a scheduled job
>>> hf jobs scheduled resume <scheduled-job-id>
# Change when a scheduled job runs (here, 9 AM every Monday)
>>> hf jobs scheduled reschedule <scheduled-job-id> "0 9 * * 1"
# Trigger a scheduled job to run right now (does not change the schedule)
>>> hf jobs scheduled trigger <scheduled-job-id>
# Delete a scheduled job
>>> hf jobs scheduled delete <scheduled-job-id>