mirror of
https://github.com/bellingcat/whisperbox-transcribe.git
synced 2026-06-13 05:58:35 +03:00
feat: add language detection task
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@@ -10,6 +10,7 @@ import app.shared.db.schemas as schemas
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from app.shared.celery import get_celery_binding
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from app.shared.db.base import SessionLocal
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from app.shared.settings import settings
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from app.worker.strategies.base import TaskProtocol
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from app.worker.strategies.local import LocalStrategy
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celery = get_celery_binding()
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@@ -30,10 +31,10 @@ class TranscribeTask(Task):
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return self.run(*args, **kwargs)
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def select_strategy(task: Task, job: schemas.Job) -> Any:
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if job.type == schemas.JobType.transcript:
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def select_task_processor(task: Task, job: schemas.Job) -> TaskProtocol:
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if job.type == models.JobType.transcript:
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return task.strategy.transcribe
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elif job.type == schemas.JobType.translation:
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elif job.type == models.JobType.translation:
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return task.strategy.translate
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else:
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return task.strategy.detect_language
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@@ -50,49 +51,50 @@ def transcribe(self: Task, job_id: UUID) -> None:
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# runs in a separate thread => requires sqlite's WAL mode to be enabled.
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db: Session = SessionLocal()
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job = db.query(models.Job).filter(models.Job.id == job_id).one()
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# unit of work: set task status to processing.
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if (
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job.status == schemas.JobStatus.error
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or job.status == schemas.JobStatus.success
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):
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logger.warn(
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"[{job.id}]: Received job that has already been processed, abort."
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)
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job = db.query(models.Job).filter(models.Job.id == job_id).one_or_none()
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if job is None:
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logger.warn("[{job.id}]: Received unknown job, abort.")
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return
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logger.info(f"[{job.id}]: worker received task.")
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if job.status in [models.JobStatus.error, models.JobStatus.success]:
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logger.warn("[{job.id}]: job has already been processed, abort.")
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return
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logger.info(f"[{job.id}]: received eligible job.")
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job.meta = {"task_id": self.request.id}
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job.status = schemas.JobStatus.processing
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db.commit()
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logger.info(f"[{job.id}]: set task to status processing.")
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job.status = models.JobStatus.processing
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db.commit()
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logger.info(f"[{job.id}]: finished setting task to status processing.")
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# unit of work: process job with whisper.
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job_record = schemas.Job.from_orm(job)
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strategy = select_strategy(self, job_record)
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result = strategy(
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processor = select_task_processor(self, job_record)
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result_type, result = processor(
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url=job_record.url, job_id=job_record.id, config=job_record.config
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)
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logger.info(f"[{job.id}]: successfully processed audio.")
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artifact = models.Artifact(
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job_id=str(job.id), data=result, type=schemas.ArtifactType.raw_transcript
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)
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artifact = models.Artifact(job_id=str(job.id), data=result, type=result_type)
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db.add(artifact)
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job.status = models.JobStatus.success
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db.commit()
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logger.info(f"[{job.id}]: successfully stored artifact.")
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job.status = schemas.JobStatus.success
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db.commit()
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logger.info(f"[{job.id}]: set task to status success.")
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except Exception as e:
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if job and db:
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db.rollback()
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job.meta = {**job.meta, "error": str(e)} # type: ignore
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job.status = schemas.JobStatus.error
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job.status = models.JobStatus.error
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db.commit()
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raise
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finally:
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