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Sleeping
Add jobs router
Browse files- app/routers/jobs.py +78 -0
app/routers/jobs.py
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"""Training job routes."""
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from fastapi import APIRouter, Depends, HTTPException
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from sqlalchemy.orm import Session
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from .. import models, schemas
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from ..database import get_db
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from ..deps import get_current_user
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from ..services import training
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router = APIRouter(prefix="/jobs", tags=["jobs"])
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@router.post("", response_model=schemas.JobOut, status_code=201)
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def create_job(body: schemas.JobCreate, user=Depends(get_current_user), db: Session = Depends(get_db)):
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epochs = int((body.config or {}).get("epochs", 20))
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job = models.TrainingJob(
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name=body.name or f"run-{models._id()[:6]}",
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owner=user.username,
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base_model=body.base_model,
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dataset=body.dataset,
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job_type=body.job_type,
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status="queued",
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config=body.config or {},
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metrics={},
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total_epochs=epochs,
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current_epoch=0,
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)
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db.add(job)
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db.commit()
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db.refresh(job)
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training.launch(job.id)
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return job
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@router.get("", response_model=list[schemas.JobOut])
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def list_jobs(user=Depends(get_current_user), db: Session = Depends(get_db)):
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return (
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db.query(models.TrainingJob)
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.filter(models.TrainingJob.owner == user.username)
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.order_by(models.TrainingJob.created_at.desc())
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.all()
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)
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@router.get("/{job_id}", response_model=schemas.JobOut)
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def get_job(job_id: str, user=Depends(get_current_user), db: Session = Depends(get_db)):
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j = db.get(models.TrainingJob, job_id)
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if j is None:
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raise HTTPException(404, "Job not found")
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if j.owner != user.username:
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raise HTTPException(403, "Not your job")
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return j
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@router.get("/{job_id}/metrics", response_model=list[schemas.MetricPoint])
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def get_metrics(job_id: str, user=Depends(get_current_user), db: Session = Depends(get_db)):
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j = db.get(models.TrainingJob, job_id)
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if j is None:
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raise HTTPException(404, "Job not found")
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if j.owner != user.username:
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raise HTTPException(403, "Not your job")
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losses = (j.metrics or {}).get("loss") or []
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return [schemas.MetricPoint(epoch=i + 1, loss=float(v)) for i, v in enumerate(losses)]
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@router.post("/{job_id}/cancel", response_model=schemas.JobOut)
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def cancel_job(job_id: str, user=Depends(get_current_user), db: Session = Depends(get_db)):
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j = db.get(models.TrainingJob, job_id)
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if j is None:
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raise HTTPException(404, "Job not found")
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if j.owner != user.username:
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raise HTTPException(403, "Not your job")
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training.cancel(job_id)
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if not training.is_running(job_id) and j.status not in ("completed", "failed", "cancelled"):
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j.status = "cancelled"
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db.commit()
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db.refresh(j)
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return j
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