refactor: add strategy.process() to BaseStrategy

app/web/task_queue.py

@@ -20,6 +20,7 @@ class TaskQueue:
         allow for full separation of worker processes and dependencies.
         """
         transcribe = self.celery.signature("app.worker.main.transcribe")
+        # TODO: catch delivery errors?
         transcribe.delay(job.id)
 
     def rehydrate(self, session: Session):

app/worker/main.py

@@ -9,13 +9,17 @@ import app.shared.db.models as models
 from app.shared.celery import get_celery_binding
 from app.shared.db.base import SessionLocal
 from app.shared.settings import settings
-from app.worker.strategies.base import TaskProtocol
 from app.worker.strategies.local import LocalStrategy
 
 celery = get_celery_binding()
 
 
 class TranscribeTask(Task):
+    """
+    Decorate the transcribe task with an instance of the transcription strategy.
+    This is important for the local strategy, where loading the model is expensive.
+    """
+
     abstract = True
 
     def __init__(self) -> None:
@@ -30,15 +34,6 @@ class TranscribeTask(Task):
         return self.run(*args, **kwargs)
 
 
-def select_task_processor(task: Task, job: models.Job) -> TaskProtocol:
-    if job.type == models.JobType.transcript:
-        return task.strategy.transcribe
-    elif job.type == models.JobType.translation:
-        return task.strategy.translate
-    else:
-        return task.strategy.detect_language
-
-
 @celery.task(
     base=TranscribeTask,
     bind=True,
@@ -73,29 +68,25 @@ def transcribe(self: Task, job_id: UUID) -> None:
         logger.debug(f"[{job.id}]: finished setting task to {job.status}.")
 
         # unit of work: process job with whisper.
-
+        result_type, result = self.strategy.process(job)
-        processor = select_task_processor(self, job)
-
-        result_type, result = processor(job)
-
         logger.debug(f"[{job.id}]: successfully processed audio.")
 
         artifact = models.Artifact(job_id=str(job.id), data=result, type=result_type)
-
         db.add(artifact)
 
         job.status = models.JobStatus.success
-
         db.commit()
+
         logger.debug(f"[{job.id}]: successfully stored artifact.")
 
     except Exception as e:
         if job and db:
-            db.rollback()
+            if db.in_transaction():
+                db.rollback()
             job.meta = {**job.meta, "error": str(e)}  # type: ignore
             job.status = models.JobStatus.error
             db.commit()
         raise
     finally:
-        self.strategy.cleanup(job_id=job_id)
+        self.strategy.cleanup(job_id)
         db.close()

app/worker/strategies/base.py

@@ -17,6 +17,20 @@ class TaskProtocol(Protocol):
 
 
 class BaseStrategy(ABC):
+    def process(self, job: models.Job) -> TaskReturnValue:
+        if job.type == models.JobType.transcript:
+            return self.transcribe(job)
+        elif job.type == models.JobType.translation:
+            return self.translate(job)
+        else:
+            return self.detect_language(job)
+
+    def cleanup(self, job_id: UUID) -> None:
+        try:
+            os.remove(self._get_tmp_file(job_id))
+        except OSError:
+            ...
+
     def transcribe(self, job: models.Job) -> TaskReturnValue:
         raise NotImplementedError()
 
@@ -26,12 +40,6 @@ class BaseStrategy(ABC):
     def detect_language(self, job: models.Job) -> TaskReturnValue:
         raise NotImplementedError()
 
-    def cleanup(self, job_id: UUID) -> None:
-        try:
-            os.remove(self._get_tmp_file(job_id))
-        except OSError:
-            pass
-
     def _get_tmp_file(self, job_id: UUID) -> str:
         tmp = tempfile.gettempdir()
         return os.path.join(tmp, str(job_id))