types

.github/instructions/services.instructions.md

@@ -0,0 +1,77 @@
+---
+description: Follow these guidelines when editing the services
+applyTo: 'src/transcription/services/*.py'
+---
+
+# Services
+
+## Structure
+
+- Project core data models defined in [models](../../src/transcription/models.py)
+- 1 service class per data model
+- Only services directly interact with the database, and only through async methods
+- Services are completely independent of one another. Any operation that needs to use more than a single service, which is most of them, needs to have a separate orchestration function.
+
+## Error Handling
+
+- Service-specific errors defined at the top of the respective module and inherit from `AppError`
+- Use a context manager for large `try/except` blocks like in [transcription](../../src/transcription/services/transcription.py)
+
+## Checklist
+
+- [ ] Uses `ServiceBase` for common logic
+- [ ] CRUD methods created at the top
+- [ ] Session kwarg for `AsyncSession` to pass in a session object to each method
+- [ ] Services use `self._session_scope` in their methods to pass the session thru.
+    - Multiple operations on the same object(s) require sharing a session between all the methods used.
+
+## CRUD Methods
+
+- Create, read, update, and delete, created in that order
+- Name format `<operation>_<model >`, for example `create_document` or `update_job`
+- All services must define these 4 methods first, and in that order
+
+## Transaction Finalization
+
+When a service method accepts an optional `session` kwarg, write methods must use `self._finalize` to finalize the transaction properly according to whether or not they are sharing a session.
+
+- If `session` is `None`: the method owns the transaction and should `commit()`.
+- If `session` is provided: the method must **not** commit; it should `flush()` so IDs and FK values are available to the caller's transaction.
+- Use `refresh()` on returned ORM objects when the caller needs DB-populated values (defaults, triggers, merged state).
+
+Recommended helper behavior:
+
+- Inputs: active session object, original `session` arg (or a boolean ownership flag), and an optional list of objects to refresh.
+- Logic: `commit` when service-owned session, `flush` when caller-owned session, then refresh requested objects.
+
+This keeps orchestration functions atomic: they can pass one shared session across multiple services and commit exactly once at the workflow boundary.
+
+## Workflow Transaction Boundaries
+
+For multi-step job lifecycles (for example queued transcription jobs), orchestration functions must use explicit transaction phases.
+
+Required boundary model:
+
+- **Transaction A (claim):** transition `JobStatus.QUEUED -> JobStatus.PROCESSING` and commit immediately.
+- Perform provider/network work **outside** database transactions.
+- **Transaction B (terminal success):** write transcript content and set `JobStatus.TRANSCRIBED` in the same shared-session commit.
+- **Transaction B (terminal failure):** write transcript error detail and set `JobStatus.FAILED` in the same shared-session commit.
+- **Transaction C (retry path):** write transcript error detail, increment retry count, and set `JobStatus.QUEUED` in one shared-session commit.
+
+Atomicity rules:
+
+- Never commit transcript updates separately from the paired terminal/retry job status change.
+- Terminal state (`TRANSCRIBED` or `FAILED`) and transcript row changes must succeed or roll back together.
+- Retry persistence (`QUEUED` + retry increment + error detail) must succeed or roll back together.
+
+Separation of concerns:
+
+- Worker modules should stay lightweight and delegate lifecycle transitions to service/workflow orchestration functions.
+- In `workflows.py`, `process_queued_job` should own one complete attempt lifecycle: `QUEUED -> PROCESSING -> TRANSCRIBED|FAILED`.
+- In `workflows.py`, `advance_job` should coordinate broader status progression around attempts (for example retry scheduling from `FAILED -> QUEUED`).
+- Services should expose session-aware write helpers (flush on caller-owned session) so orchestration controls commit boundaries.
+- Backoff/sleep behavior must run outside transactional scopes.
+
+# Service Composition
+
+Some operations, like uploading a picutre, require modifications to multiple tables, which can be done by composing methods from the service object into a separate function.

pyproject.toml

@@ -23,15 +23,16 @@ dependencies = [
     "sqlmodel>=0.0.25",
 ]
 
-[project.optional-dependencies]
-dev = [
-    "pytest>=8.0",
-    "pytest-asyncio>=0.25",
-]
 
 [dependency-groups]
 dev = [
+    "pytest>=8.0",
+    "pytest-asyncio>=0.25",
+    "httpx2>=2.5.0",
+    "ipykernel>=7.3.0",
+    "ipywidgets>=8.1.8",
     "pre-commit>=4.6.0",
+    "rich>=15.0.0",
     "ruff>=0.15.20",
     "ty>=0.0.54",
 ]

src/transcription/config.py

@@ -75,7 +75,7 @@ LOGGING_CONFIG: dict[str, object] = {
     "disable_existing_loggers": False,
     "formatters": {
         "standard": {
-            "format": "%(asctime)s | %(levelname)-8s | %(name)s | %(message)s",
+            "format": "%(asctime)s %(levelname)-8s | %(message)s",
             "datefmt": "%Y-%m-%d %H:%M:%S",
         }
     },

src/transcription/models.py

@@ -29,9 +29,7 @@ class Document(SQLModel, table=True):
     id: UUID = Field(default_factory=uuid4, primary_key=True)
     filename: str
     file_path: str
-    uploaded_at: datetime = Field(
+    uploaded_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-        default_factory=lambda: datetime.now(UTC),
-    )
 
     # --- relationships ---
     jobs: list["Job"] = Relationship(back_populates="document")
@@ -44,28 +42,34 @@ class Job(SQLModel, table=True):
     document_id: UUID = Field(foreign_key="document.id")
     status: JobStatus = Field(default=JobStatus.QUEUED)
     retry_count: int = Field(default=0, ge=0)
-    created_at: datetime = Field(
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-        default_factory=lambda: datetime.now(UTC),
+    updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-    )
-    updated_at: datetime = Field(
-        default_factory=lambda: datetime.now(UTC),
-    )
 
     # --- relationships ---
     document: Document = Relationship(back_populates="jobs")
     transcript: Optional["Transcript"] = Relationship(back_populates="job")
 
+    @property
+    def filename(self) -> str:
+        """Return the filename of the associated document."""
+        return self.document.filename if self.document else "unknown"
+
 
 class Transcript(SQLModel, table=True):
     """The output of a transcription job."""
 
     id: UUID = Field(default_factory=uuid4, primary_key=True)
     job_id: UUID = Field(foreign_key="job.id", unique=True)
+    """ID for the associated job. There's a 1-1 relationship bewteen transcripts and jobs."""
+    provider: str
+    """Name of the transcription provider used to generate this transcript."""
+    prompt_name: str
+    """Name of the prompt used to generate this transcript."""
     text: str | None = None
+    """The transcribed text. This may be None if the job failed or is still in progress."""
     error_detail: str | None = None
-    created_at: datetime = Field(
+    """Details of any error that occurred during transcription."""
-        default_factory=lambda: datetime.now(UTC),
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
-    )
 
     # --- relationships ---
     job: Job = Relationship(back_populates="transcript")

src/transcription/providers/base.py

@@ -2,6 +2,9 @@
 
 from dataclasses import dataclass
 from typing import Protocol
+from uuid import UUID
+
+from ..models import Transcript
 
 
 class ProviderError(RuntimeError):
@@ -22,12 +25,22 @@ class TranscriptionResult:
 
     text: str
     provider: str
+    prompt_name: str
     model: str
 
+    def to_transcript(self, job_id: UUID) -> Transcript:
+        """Convert a TranscriptionResult to a Transcript model instance."""
+        return Transcript(
+            job_id=job_id,
+            provider=self.provider,
+            prompt_name=self.prompt_name,
+            text=self.text,
+        )
+
 
 class TranscriptionProvider(Protocol):
     """Contract every transcription provider adapter must satisfy."""
 
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
+    async def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
         """Transcribe the provided image according to the prompt text."""
         ...

src/transcription/providers/openrouter.py

@@ -6,8 +6,10 @@ import base64
 import logging
 from dataclasses import dataclass
 from typing import Any
+from typing import cast
 
 from openrouter import OpenRouter
+from openrouter.components.chatmessages import ChatMessagesTypedDict
 
 from transcription.config import Settings
 from transcription.config import get_settings
@@ -44,12 +46,12 @@ class OpenRouterTranscriptionProvider:
         """Return the resolved OpenRouter model slug."""
         return self._model
 
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
+    async def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
         """Send prompt + image to OpenRouter and return normalized text output."""
         request = self._build_request(prompt_text=prompt_text, image_bytes=image_bytes, mime_type=mime_type)
         try:
-            response = self._client.chat.send(
+            response = await self._client.chat.send_async(
-                messages=request.messages,
+                messages=cast(list[ChatMessagesTypedDict], request.messages),
                 model=request.model,
                 http_referer=request.http_referer,
                 x_open_router_title=request.x_open_router_title,
@@ -63,7 +65,7 @@ class OpenRouterTranscriptionProvider:
         text = self._extract_text(response)
         model = self._get_optional_attr(response, "model") or self.model
         logger.info("OpenRouter transcription completed using model=%s", model)
-        return TranscriptionResult(text=text, provider="openrouter", model=model)
+        return TranscriptionResult(text=text, provider="openrouter", prompt_name="", model=model)
 
     def _build_request(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> OpenRouterRequest:
         image_b64 = base64.b64encode(image_bytes).decode("ascii")

src/transcription/services/base.py

@@ -1,5 +1,6 @@
 import asyncio
 from abc import ABC
+from collections.abc import Sequence
 from contextlib import asynccontextmanager
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
@@ -36,3 +37,24 @@ class ServiceBase(ABC):
             # Otherwise, create a new session for this scope
             async with self.session_factory() as new_session:
                 yield new_session
+
+    async def _finalize(
+        self,
+        *,
+        session: AsyncSession,
+        caller_session: AsyncSession | None,
+        refresh: Sequence[object] = (),
+    ) -> None:
+        """Finalize a write based on transaction ownership.
+
+        Service-owned sessions commit immediately. Caller-owned sessions flush so
+        orchestration code can commit once at a larger transaction boundary.
+        """
+        should_commit = caller_session is None
+        if should_commit:
+            await session.commit()
+        else:
+            await session.flush()
+
+        for obj in refresh:
+            await session.refresh(obj)

src/transcription/services/documents.py

@@ -9,15 +9,10 @@ from sqlalchemy.orm import selectinload
 from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
-from ..config import Settings
-from ..config import get_settings
 from ..errors import AppError
 from ..errors import ErrorCategory
 from ..models import Document
-from ..models import Job
-from ..models import JobStatus
 from .base import ServiceBase
-from .store import store_file
 
 logger = logging.getLogger(__name__)
 
@@ -55,28 +50,32 @@ class DocumentService(ServiceBase):
     # CRUD Operations
     #
 
-    async def create_document(self, document: Document) -> Document:
+    async def create_document(
+        self,
+        document: Document,
+        *,
+        session: AsyncSession | None = None,
+    ) -> Document:
         """Create a new document in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            session.add(document)
+            _session.add(document)
             try:
-                await session.commit()
+                await self._finalize(session=_session, caller_session=session, refresh=(document,))
             except IntegrityError as exc:
                 raise DocumentAlreadyExistsError(
                     f"Document with id {document.id} already exists",
                     category=ErrorCategory.VALIDATION,
                     suggestion="Rename the file and try again.",
                 ) from exc
-            await session.refresh(document)
             return document
 
-    async def read_document(self, document_id: UUID) -> Document:
+    async def read_document(self, document_id: UUID, *, session: AsyncSession | None = None) -> Document:
         """Read an existing document from the database.
 
         The selectinload option is used to eagerly load related jobs for the document.
         """
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            document = await session.get(
+            document = await _session.get(
                 Document,
                 document_id,
                 options=(selectinload(Document.jobs),),  # pyright: ignore[reportArgumentType]
@@ -95,103 +94,34 @@ class DocumentService(ServiceBase):
             )
         return document
 
-    async def update_document(self, document: Document) -> Document:
+    async def update_document(self, document: Document, *, session: AsyncSession | None = None) -> Document:
         """Update an existing document in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.merge(document)
+            merged = await _session.merge(document)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
-            await session.refresh(document)
+            return merged
-            return document
 
-    async def delete_document(self, document: Document) -> None:
+    async def delete_document(self, document: Document, *, session: AsyncSession | None = None) -> None:
         """Delete a document from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.delete(document)
+            await _session.delete(document)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session)
 
     # Query Operations
 
-    async def query_documents(self, *, filename: str | None = None) -> Sequence[Document]:
+    async def query_documents(
+        self, *, filename: str | None = None, session: AsyncSession | None = None
+    ) -> Sequence[Document]:
         """Query documents from the database based on provided filters."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
             query = select(Document)
             if filename is not None:
                 query = query.where(Document.filename == filename)
-            result = await session.exec(query)
+            result = await _session.exec(query)
             return result.all()
 
-    async def list_documents(self) -> Sequence[Document]:
+    async def list_documents(self, *, session: AsyncSession | None = None) -> Sequence[Document]:
         """List all documents in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            result = await session.exec(select(Document))
+            result = await _session.exec(select(Document))
             return result.all()
-
-
-async def create_upload_job(
-    *,
-    filename: str,
-    file_bytes: bytes,
-    session: AsyncSession,
-    settings: Settings | None = None,
-) -> UploadJobResult:
-    """Create upload-backed document and queued job records."""
-    runtime_settings = settings or get_settings()
-    stored_path = store_file(
-        filename=filename,
-        file_bytes=file_bytes,
-        settings=runtime_settings,
-    )
-    try:
-        document, job = await _create_upload_records(
-            session=session,
-            original_filename=filename,
-            stored_path=stored_path,
-        )
-    except Exception as exc:
-        _best_effort_delete(stored_path)
-        raise UploadError(
-            "Failed to create upload database records",
-            category=ErrorCategory.INFRA_TRANSIENT,
-            suggestion="Retry upload. If this keeps happening, verify database availability.",
-            retriable=True,
-        ) from exc
-
-    logger.info("Created upload job document_id=%s job_id=%s", document.id, job.id)
-    return UploadJobResult(
-        document_id=document.id,
-        job_id=job.id,
-        stored_path=stored_path,
-        original_filename=Path(filename).name,
-    )
-
-
-async def _create_upload_records(
-    *,
-    session: AsyncSession,
-    original_filename: str,
-    stored_path: Path,
-) -> tuple[Document, Job]:
-    document = Document(
-        filename=Path(original_filename).name,
-        file_path=str(stored_path),
-    )
-    session.add(document)
-    await session.flush()
-
-    job = Job(
-        document_id=document.id,
-        status=JobStatus.QUEUED,
-    )
-    session.add(job)
-    await session.commit()
-    await session.refresh(document)
-    await session.refresh(job)
-    return document, job
-
-
-def _best_effort_delete(path: Path) -> None:
-    try:
-        if path.exists():
-            path.unlink()
-    except OSError:
-        logger.warning("Failed to clean up upload file after DB error: %s", path)

src/transcription/services/jobs.py

@@ -1,4 +1,6 @@
 from collections.abc import Sequence
+from datetime import UTC
+from datetime import datetime
 from uuid import UUID
 
 from sqlalchemy.orm import selectinload
@@ -21,23 +23,23 @@ class JobService(ServiceBase):
         """Create a new job in the database."""
         async with self._session_scope(session) as _session:
             _session.add(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(job,))
-            await _session.refresh(job)
             return job
 
     async def read_job(self, job_id: UUID, session: AsyncSession | None = None) -> Job:
         """Read an existing job from the database.
 
-        The selectinload option is used to eagerly load the related document for the job, which makes the full Document
+        The related document is always eagerly loaded so callers can safely
-        model object available in the return Job object.
+        access ``job.document`` in async contexts without triggering lazy-load IO.
         """
         async with self._session_scope(session) as _session:
-            job = await _session.get(
+            query = (
-                Job,
+                select(Job)
-                job_id,
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-                # Makes the full Document model object available in the return Job object
+                .where(Job.id == job_id)
-                options=(selectinload(Job.document),),  # pyright: ignore[reportArgumentType]
+                .execution_options(populate_existing=True)
             )
+            job = (await _session.exec(query)).first()
         if job is None:
             raise ValueError(f"Job with id {job_id} not found")
         return job
@@ -45,16 +47,15 @@ class JobService(ServiceBase):
     async def update_job(self, job: Job, session: AsyncSession | None = None) -> Job:
         """Update an existing job in the database."""
         async with self._session_scope(session) as _session:
-            await _session.merge(job)
+            merged = await _session.merge(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
-            await _session.refresh(job)
+            return merged
-            return job
 
     async def delete_job(self, job: Job, session: AsyncSession | None = None) -> None:
         """Delete a job from the database."""
         async with self._session_scope(session) as _session:
             await _session.delete(job)
-            await _session.commit()
+            await self._finalize(session=_session, caller_session=session)
 
     # Query Operations
 
@@ -63,23 +64,30 @@ class JobService(ServiceBase):
         *,
         status: JobStatus | None = None,
         filename: str | None = None,
+        session: AsyncSession | None = None,
     ) -> Sequence[Job]:
         """Query jobs from the database based on provided filters."""
-        async with self._session_scope(None) as session:
+        async with self._session_scope(session) as _session:
-            query = select(Job)
+            query = select(Job).options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
             if status is not None:
                 query = query.where(Job.status == status)
             if filename is not None:
                 query = query.where(Job.document.filename == filename)
-            return (await session.exec(query)).all()
+            result = await _session.exec(query)
+            return result.all()
 
-    async def list_jobs(self, session: AsyncSession | None = None, *, load_docs: bool = False) -> Sequence[Job]:
+    async def list_jobs(
-        """List all jobs in the database."""
+        self,
+        *,
+        load_docs: bool = False,
+        session: AsyncSession | None = None,
+    ) -> Sequence[Job]:
+        """List all jobs in the database with eagerly loaded documents."""
+        _ = load_docs
         async with self._session_scope(session) as _session:
-            query = select(Job)
+            query = select(Job).options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-            if load_docs:
+            result = await _session.exec(query)
-                query = query.options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+            return result.all()
-            return (await _session.exec(query)).all()
 
     # Other Operations
 
@@ -90,11 +98,49 @@ class JobService(ServiceBase):
         session: AsyncSession | None = None,
     ) -> Job:
         """Mark a job with a new status."""
+        return await self.update_job_state(job_id=job_id, status=status, session=session)
+
+    async def update_job_state(
+        self,
+        *,
+        job_id: UUID,
+        status: JobStatus,
+        retry_count_increment: int = 0,
+        session: AsyncSession | None = None,
+    ) -> Job:
+        """Update a job's lifecycle fields.
+
+        When ``session`` is provided, this method flushes so callers can commit
+        once at an orchestration boundary.
+        """
         async with self._session_scope(session) as _session:
-            job = await _session.get(Job, job_id)
+            query = (
+                select(Job)
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+                .where(Job.id == job_id)
+                .execution_options(populate_existing=True)
+            )
+            job = (await _session.exec(query)).first()
             if job is None:
                 raise ValueError(f"Job with id {job_id} not found")
             job.status = status
-            await _session.commit()
+            if retry_count_increment:
-            await _session.refresh(job)
+                job.retry_count += retry_count_increment
+            job.updated_at = datetime.now(UTC)
+            await self._finalize(session=_session, caller_session=session, refresh=(job,))
             return job
+
+    async def read_next_queued_job(
+        self,
+        *,
+        session: AsyncSession | None = None,
+    ) -> Job | None:
+        """Read the next queued job ordered by creation time."""
+        async with self._session_scope(session) as _session:
+            query = (
+                select(Job)
+                .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
+                .where(Job.status == JobStatus.QUEUED)
+                .order_by(Job.created_at)  # pyright: ignore[reportArgumentType]
+            )
+            return (await _session.exec(query)).first()

src/transcription/services/store.py

@@ -1,11 +1,19 @@
+from __future__ import annotations
+
 import logging
 from pathlib import Path
 from uuid import uuid4
 
-from ..config import Settings
+from sqlmodel.ext.asyncio.session import AsyncSession
-from ..config import get_settings
+
-from ..errors import AppError
+from transcription.config import Settings
-from ..errors import ErrorCategory
+from transcription.config import get_settings
+from transcription.errors import AppError
+from transcription.errors import ErrorCategory
+
+from ..models import Document
+from ..models import Job
+from .documents import UploadJobResult
 
 logger = logging.getLogger(__name__)
 
@@ -16,6 +24,73 @@ class UploadError(AppError):
     """Raised when uploaded content cannot be persisted safely."""
 
 
+async def create_upload_job(
+    *,
+    filename: str,
+    file_bytes: bytes,
+    session: AsyncSession,
+    settings: Settings | None = None,
+) -> UploadJobResult:
+    """Create upload-backed document and queued job records."""
+    runtime_settings = settings or get_settings()
+    stored_path = store_file(
+        filename=filename,
+        file_bytes=file_bytes,
+        settings=runtime_settings,
+    )
+    try:
+        document, job = await _create_upload_records(
+            session=session,
+            original_filename=filename,
+            stored_path=stored_path,
+        )
+    except Exception as exc:
+        _best_effort_delete(stored_path)
+        raise UploadError(
+            "Failed to create upload database records",
+            category=ErrorCategory.INFRA_TRANSIENT,
+            suggestion="Retry upload. If this keeps happening, verify database availability.",
+            retriable=True,
+        ) from exc
+
+    logger.info("Created upload job document_id=%s job_id=%s", document.id, job.id)
+    return UploadJobResult(
+        document_id=document.id,
+        job_id=job.id,
+        stored_path=stored_path,
+        original_filename=Path(filename).name,
+    )
+
+
+async def _create_upload_records(
+    *,
+    session: AsyncSession,
+    original_filename: str,
+    stored_path: Path,
+) -> tuple[Document, Job]:
+    document = Document(
+        filename=Path(original_filename).name,
+        file_path=str(stored_path),
+    )
+    session.add(document)
+    await session.flush()
+
+    job = Job(document_id=document.id)
+    session.add(job)
+    await session.commit()
+    await session.refresh(document)
+    await session.refresh(job)
+    return document, job
+
+
+def _best_effort_delete(path: Path) -> None:
+    try:
+        if path.exists():
+            path.unlink()
+    except OSError:
+        logger.warning("Failed to clean up upload file after DB error: %s", path)
+
+
 def store_file(*, filename: str, file_bytes: bytes, settings: Settings | None = None) -> Path:
     """Persist an uploaded file to the configured upload directory."""
     runtime_settings = settings or get_settings()

src/transcription/services/transcription.py

@@ -10,6 +10,7 @@ from uuid import UUID
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
 from sqlalchemy.orm import selectinload
+from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
 from transcription.config import Settings
@@ -55,18 +56,17 @@ class TranscriptionService(ServiceBase):
         super().__init__(session_factory=session_factory)
         self.provider = get_transcription_provider(settings=self.settings)
 
-    async def create_transcript(self, transcript: Transcript) -> Transcript:
+    async def create_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> Transcript:
         """Create a new transcript in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            session.add(transcript)
+            _session.add(transcript)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(transcript,))
-            await session.refresh(transcript)
             return transcript
 
-    async def read_transcript(self, transcript_id: UUID) -> Transcript:
+    async def read_transcript(self, transcript_id: UUID, *, session: AsyncSession | None = None) -> Transcript:
         """Read an existing transcript from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            transcript = await session.get(
+            transcript = await _session.get(
                 Transcript,
                 transcript_id,
                 # Makes the full Job model object available in the return Transcript object
@@ -80,33 +80,90 @@ class TranscriptionService(ServiceBase):
             )
         return transcript
 
-    async def update_transcript(self, transcript: Transcript) -> Transcript:
+    async def update_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> Transcript:
         """Update an existing transcript in the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.merge(transcript)
+            merged = await _session.merge(transcript)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session, refresh=(merged,))
-            await session.refresh(transcript)
+            return merged
-            return transcript
 
-    async def delete_transcript(self, transcript: Transcript) -> None:
+    async def delete_transcript(self, transcript: Transcript, *, session: AsyncSession | None = None) -> None:
         """Delete a transcript from the database."""
-        async with self.session_factory() as session:
+        async with self._session_scope(session) as _session:
-            await session.delete(transcript)
+            await _session.delete(transcript)
-            await session.commit()
+            await self._finalize(session=_session, caller_session=session)
 
     async def transcribe_document(
         self,
         image_path: str | Path,
+        job_id: UUID,
         *,
         prompt_name: str = DEFAULT_PROMPT_FILE,
-    ) -> TranscriptionResult:
+        session: AsyncSession | None = None,
+    ):
         """Transcribe a local image using the configured prompt and provider."""
-        return transcribe_document_image(
+        result = await transcribe_document_image(
             image_path=image_path,
             prompt_name=prompt_name,
             settings=self.settings,
             provider=self.provider,
         )
+        await self.create_transcript(transcript=result.to_transcript(job_id=job_id), session=session)
+
+    async def upsert_transcript_by_job(
+        self,
+        *,
+        job_id: UUID,
+        text: str | None,
+        error_detail: str | None,
+        provider: str | None = None,
+        prompt_name: str = DEFAULT_PROMPT_FILE,
+        session: AsyncSession | None = None,
+    ) -> Transcript:
+        """Create or update a transcript for a job id."""
+        async with self._session_scope(session) as _session:
+            transcript = (await _session.exec(select(Transcript).where(Transcript.job_id == job_id))).first()
+            if transcript is None:
+                transcript = Transcript(
+                    job_id=job_id,
+                    provider=provider or self.settings.provider.value,
+                    prompt_name=prompt_name,
+                )
+
+            transcript.text = text
+            transcript.error_detail = error_detail
+            if provider is not None:
+                transcript.provider = provider
+            transcript.prompt_name = prompt_name
+
+            _session.add(transcript)
+            await self._finalize(session=_session, caller_session=session, refresh=(transcript,))
+            return transcript
+
+
+async def transcribe_document_image(
+    image_path: str | Path,
+    *,
+    prompt_name: str = DEFAULT_PROMPT_FILE,
+    settings: Settings | None = None,
+    provider: TranscriptionProvider | None = None,
+) -> TranscriptionResult:
+    """Transcribe a local image using the configured prompt and provider."""
+    runtime_settings = settings or get_settings()
+    prompt_text = load_prompt_text(prompt_name=prompt_name, settings=runtime_settings)
+    image_bytes, mime_type = load_image_payload(image_path)
+
+    adapter = provider or get_transcription_provider(settings=runtime_settings)
+    logger.info("Starting transcription for image=%s mime_type=%s", image_path, mime_type)
+
+    with handle_transcription_errors():
+        result = await adapter.transcribe(
+            prompt_text=prompt_text,
+            image_bytes=image_bytes,
+            mime_type=mime_type,
+        )
+    logger.info("Transcription completed for image=%s provider=%s", image_path, result.provider)
+    return result
 
 
 def load_prompt_text(*, prompt_name: str = DEFAULT_PROMPT_FILE, settings: Settings | None = None) -> str:
@@ -165,31 +222,6 @@ def load_image_payload(image_path: str | Path) -> tuple[bytes, str]:
     return path.read_bytes(), mime_type
 
 
-def transcribe_document_image(
-    image_path: str | Path,
-    *,
-    prompt_name: str = DEFAULT_PROMPT_FILE,
-    settings: Settings | None = None,
-    provider: TranscriptionProvider | None = None,
-) -> TranscriptionResult:
-    """Transcribe a local image using the configured prompt and provider."""
-    runtime_settings = settings or get_settings()
-    prompt_text = load_prompt_text(prompt_name=prompt_name, settings=runtime_settings)
-    image_bytes, mime_type = load_image_payload(image_path)
-
-    adapter = provider or get_transcription_provider(settings=runtime_settings)
-    logger.info("Starting transcription for image=%s mime_type=%s", image_path, mime_type)
-
-    with handle_transcription_errors():
-        result = adapter.transcribe(
-            prompt_text=prompt_text,
-            image_bytes=image_bytes,
-            mime_type=mime_type,
-        )
-    logger.info("Transcription completed for image=%s provider=%s", image_path, result.provider)
-    return result
-
-
 @contextmanager
 def handle_transcription_errors():
     """Context manager to handle transcription errors."""

src/transcription/services/workflows.py

@@ -0,0 +1,241 @@
+import asyncio
+import logging
+
+from sqlmodel.ext.asyncio.session import AsyncSession
+
+from ..config import Settings
+from ..config import get_settings
+from ..errors import AppError
+from ..errors import classify_unexpected_error
+from ..errors import format_error_detail
+from ..models import Job
+from ..models import JobStatus
+from ..providers import TranscriptionResult
+from . import ServiceBundle
+from .transcription import DEFAULT_PROMPT_FILE
+from .transcription import transcribe_document_image
+
+logger = logging.getLogger(__name__)
+
+
+async def advance_job(
+    job: Job,
+    services: ServiceBundle,
+    settings: Settings | None = None,
+    session: AsyncSession | None = None,
+) -> Job | None:
+    """Advance a single job by lifecycle status."""
+    settings = settings or get_settings()
+    match job.status:
+        case JobStatus.QUEUED:
+            return await process_queued_job(job=job, services=services, session=session)
+        case JobStatus.FAILED:
+            if job.retry_count < settings.worker_max_retries:
+                return await services.jobs.update_job_state(
+                    job_id=job.id,
+                    status=JobStatus.QUEUED,
+                    retry_count_increment=1,
+                    session=session,
+                )
+            else:
+                logger.error(f"Job {job.id} has failed and reached max retries.")
+                return
+        case _:
+            return
+
+
+async def process_queued_job(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    session: AsyncSession | None = None,
+) -> Job | None:
+    """Process one complete transcription attempt for a queued job."""
+    if job.status != JobStatus.QUEUED:
+        logger.warning(f"Job {job.id} is not queued. Current status: {job.status}")
+        return
+
+    # Transaction A: claim job for processing.
+    if session is None:
+        job = await services.jobs.mark_job_status(job.id, JobStatus.PROCESSING)
+    else:
+        # If we're sharing the session, need to make sure setting the Job to PROCESSING is committed before we start
+        # the transcription, otherwise other workers may see the job as still QUEUED and try to process it.
+        job = await services.jobs.mark_job_status(job.id, JobStatus.PROCESSING, session=session)
+        await session.commit()
+
+    document = job.document
+    assert document is not None, (
+        f"Job {job.id} has no associated document or the document failed to be loaded by the job service."
+    )
+
+    try:
+        result = await transcribe_document_image(document.file_path)
+        job = await _finalize_transcribed(job=job, services=services, result=result, session=session)
+        logger.info(
+            "Job transcribed operation=worker.process_job job_id=%s document_id=%s provider=%s",
+            job.id,
+            document.id,
+            result.provider,
+        )
+    except Exception as exc:  # noqa: BLE001
+        match exc:
+            case AppError() as error:
+                pass
+            case _:
+                error = classify_unexpected_error(exc, operation="worker.process_job")
+
+        job = await _finalize_failed(job=job, services=services, error=error, session=session)
+        logger.error(
+            "Job failed operation=worker.process_job job_id=%s document_id=%s error_id=%s category=%s",
+            job.id,
+            document.id,
+            error.error_id,
+            error.category.value,
+        )
+    return job
+
+
+async def process_next_queued_job(
+    *,
+    services: ServiceBundle,
+    settings: Settings | None = None,
+    session: AsyncSession | None = None,
+) -> bool:
+    """Process the next queued job if one exists."""
+    job = await services.jobs.read_next_queued_job(session=session)
+    if job is None:
+        return False
+
+    await advance_job(job=job, services=services, settings=settings, session=session)
+    return True
+
+
+async def _finalize_transcribed(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    result: TranscriptionResult,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction B: transcript + TRANSCRIBED in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=result.text,
+                error_detail=None,
+                provider=result.provider,
+                prompt_name=result.prompt_name,
+                session=local_session,
+            )
+            updated_job = await services.jobs.mark_job_status(
+                job.id,
+                JobStatus.TRANSCRIBED,
+                session=local_session,
+            )
+            await local_session.commit()
+            return updated_job
+
+    await services.transcriptions.upsert_transcript_by_job(
+        job_id=job.id,
+        text=result.text,
+        error_detail=None,
+        provider=result.provider,
+        prompt_name=result.prompt_name,
+        session=session,
+    )
+    updated_job = await services.jobs.mark_job_status(
+        job.id,
+        JobStatus.TRANSCRIBED,
+        session=session,
+    )
+    await session.commit()
+    return updated_job
+
+
+async def _finalize_retry(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    error: AppError,
+    settings: Settings,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction C: transcript error + QUEUED + retry increment in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                prompt_name=DEFAULT_PROMPT_FILE,
+                session=local_session,
+            )
+            updated_job = await services.jobs.update_job_state(
+                job_id=job.id,
+                status=JobStatus.QUEUED,
+                retry_count_increment=1,
+                session=local_session,
+            )
+            await local_session.commit()
+    else:
+        await services.transcriptions.upsert_transcript_by_job(
+            job_id=job.id,
+            text=None,
+            error_detail=format_error_detail(error),
+            prompt_name=DEFAULT_PROMPT_FILE,
+            session=session,
+        )
+        updated_job = await services.jobs.update_job_state(
+            job_id=job.id,
+            status=JobStatus.QUEUED,
+            retry_count_increment=1,
+            session=session,
+        )
+        await session.commit()
+
+    if settings.worker_retry_backoff_seconds > 0:
+        await asyncio.sleep(settings.worker_retry_backoff_seconds)
+    return updated_job
+
+
+async def _finalize_failed(
+    *,
+    job: Job,
+    services: ServiceBundle,
+    error: AppError,
+    session: AsyncSession | None = None,
+) -> Job:
+    """Transaction B: transcript error + FAILED in one commit."""
+    if session is None:
+        async with services.jobs._session_scope() as local_session:
+            await services.transcriptions.upsert_transcript_by_job(
+                job_id=job.id,
+                text=None,
+                error_detail=format_error_detail(error),
+                prompt_name=DEFAULT_PROMPT_FILE,
+                session=local_session,
+            )
+            updated_job = await services.jobs.mark_job_status(
+                job.id,
+                JobStatus.FAILED,
+                session=local_session,
+            )
+            await local_session.commit()
+            return updated_job
+
+    await services.transcriptions.upsert_transcript_by_job(
+        job_id=job.id,
+        text=None,
+        error_detail=format_error_detail(error),
+        prompt_name=DEFAULT_PROMPT_FILE,
+        session=session,
+    )
+    updated_job = await services.jobs.mark_job_status(
+        job.id,
+        JobStatus.FAILED,
+        session=session,
+    )
+    await session.commit()
+    return updated_job

src/transcription/worker.py

@@ -8,30 +8,21 @@ from collections.abc import AsyncGenerator
 from contextlib import asynccontextmanager
 from contextlib import contextmanager
 from contextlib import suppress
-from datetime import UTC
-from datetime import datetime
 from uuid import UUID
 
 from sqlalchemy.ext.asyncio import async_sessionmaker
-from sqlalchemy.orm import selectinload
-from sqlmodel import select
 from sqlmodel.ext.asyncio.session import AsyncSession
 
-from transcription.config import Settings
-from transcription.config import get_settings
 from transcription.db import get_session
 from transcription.errors import AppError
-from transcription.errors import ErrorCategory
 from transcription.errors import classify_unexpected_error
-from transcription.errors import format_error_detail
-from transcription.models import Job
-from transcription.models import JobStatus
-from transcription.models import Transcript
-from transcription.services.transcription import TranscriptionError
-from transcription.services.transcription import transcribe_document_image
 
 from .services import ServiceBundle
+from .services.documents import DocumentService
 from .services.jobs import JobService
+from .services.transcription import TranscriptionService
+from .services.workflows import advance_job
+from .services.workflows import process_next_queued_job as process_next_queued_job_workflow
 
 logger = logging.getLogger(__name__)
 
@@ -46,16 +37,16 @@ async def queue_consumer_loop(queue: asyncio.Queue[UUID], stop_event: asyncio.Ev
         with handle_worker_exceptions():
             async with _get_queue_item(queue) as job_id:
                 job = await service.read_job(job_id)
-                asyncio.create_task(process_job(job=job, services=ServiceBundle()))
+                asyncio.create_task(advance_job(job=job, services=ServiceBundle()))
 
 
 @contextmanager
-def handle_worker_exceptions():
+def handle_worker_exceptions(operation: str = "worker.loop"):
     """Context manager to log and suppress exceptions in the worker loop."""
     try:
         yield
     except Exception as exc:
-        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation="worker.loop")
+        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation=operation)
         logger.exception(
             "Worker loop exception error_id=%s category=%s",
             error.error_id,
@@ -70,20 +61,6 @@ async def _get_queue_item(queue: asyncio.Queue[UUID]) -> AsyncGenerator[UUID]:
     queue.task_done()
 
 
-async def process_job(job: Job, services: ServiceBundle) -> None:
-    """Process a single job using the service bundle."""
-    match job.status:
-        case JobStatus.QUEUED:
-            job.status = JobStatus.PROCESSING
-            try:
-                await services.transcriptions.transcribe_image(job.document.file_path)
-                job.status = JobStatus.TRANSCRIBED
-            except TranscriptionError as exc:
-                job.status = JobStatus.FAILED
-                job.error_message = str(exc)
-            await services.jobs.update_job(job)
-
-
 async def run_worker_loop(
     *,
     session_factory: async_sessionmaker[AsyncSession] | None = None,
@@ -122,121 +99,17 @@ async def process_next_queued_job(
 
     Returns True when a job was processed, False when no queued job exists.
     """
+    if session_factory is None:
+        services = ServiceBundle()
+    else:
+        services = ServiceBundle(
+            documents=DocumentService(session_factory=session_factory),
+            jobs=JobService(session_factory=session_factory),
+            transcriptions=TranscriptionService(session_factory=session_factory),
+        )
+
     if session is None:
         async with get_session(session_factory=session_factory) as local_session:
-            return await _process_next_queued_job(session=local_session)
+            return await process_next_queued_job_workflow(services=services, session=local_session)
-    return await _process_next_queued_job(session=session)
 
-
+    return await process_next_queued_job_workflow(services=services, session=session)
-async def _process_next_queued_job(*, session: AsyncSession) -> bool:
-    query = (
-        select(Job)
-        .options(selectinload(Job.document))  # pyright: ignore[reportArgumentType]
-        .where(Job.status == JobStatus.QUEUED)
-        .order_by(Job.created_at)  # pyright: ignore[reportArgumentType]
-    )
-    job = (await session.exec(query)).first()
-
-    if job is None:
-        return False
-
-    logger.info("Picked queued job operation=worker.pick job_id=%s", job.id)
-    job.status = JobStatus.PROCESSING
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()
-    await session.refresh(job)
-
-    document = job.document
-    if document is None:
-        error = AppError(
-            "Document not found",
-            category=ErrorCategory.NOT_FOUND,
-            suggestion="Re-upload the source document and retry processing.",
-        )
-        await _finalize_failed_job(session=session, job=job, error=error)
-        logger.error(
-            "Job failed operation=worker.process_job job_id=%s error_id=%s category=%s",
-            job.id,
-            error.error_id,
-            error.category.value,
-        )
-        return True
-
-    try:
-        # Provider SDK calls are synchronous and should not block the event loop.
-        result = await asyncio.to_thread(transcribe_document_image, document.file_path)
-        await _upsert_transcript(session=session, job_id=job.id, text=result.text, error_detail=None)
-        job.status = JobStatus.TRANSCRIBED
-        job.updated_at = datetime.now(UTC)
-        session.add(job)
-        await session.commit()
-        logger.info(
-            "Job transcribed operation=worker.process_job job_id=%s document_id=%s provider=%s",
-            job.id,
-            document.id,
-            result.provider,
-        )
-    except Exception as exc:
-        error = exc if isinstance(exc, AppError) else classify_unexpected_error(exc, operation="worker.process_job")
-        settings = get_settings()
-        if _should_retry(job=job, error=error, settings=settings):
-            await _requeue_for_retry(session=session, job=job, error=error, settings=settings)
-            logger.warning(
-                "Job retried operation=worker.process_job "
-                "job_id=%s document_id=%s retry_count=%s error_id=%s category=%s",
-                job.id,
-                document.id,
-                job.retry_count,
-                error.error_id,
-                error.category.value,
-            )
-        else:
-            await _finalize_failed_job(session=session, job=job, error=error)
-            logger.exception(
-                "Job failed operation=worker.process_job job_id=%s document_id=%s error_id=%s category=%s",
-                job.id,
-                document.id,
-                error.error_id,
-                error.category.value,
-            )
-
-    return True
-
-
-async def _upsert_transcript(
-    *, session: AsyncSession, job_id, text: str | None, error_detail: str | None
-) -> Transcript:
-    transcript = (await session.exec(select(Transcript).where(Transcript.job_id == job_id))).first()
-    if transcript is None:
-        transcript = Transcript(job_id=job_id)
-
-    transcript.text = text
-    transcript.error_detail = error_detail
-    session.add(transcript)
-    await session.commit()
-    await session.refresh(transcript)
-    return transcript
-
-
-def _should_retry(*, job: Job, error: AppError, settings: Settings) -> bool:
-    return error.retriable and job.retry_count < settings.worker_max_retries
-
-
-async def _requeue_for_retry(*, session: AsyncSession, job: Job, error: AppError, settings: Settings) -> None:
-    await _upsert_transcript(session=session, job_id=job.id, text=None, error_detail=format_error_detail(error))
-    job.retry_count += 1
-    job.status = JobStatus.QUEUED
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()
-    if settings.worker_retry_backoff_seconds > 0:
-        await asyncio.sleep(settings.worker_retry_backoff_seconds)
-
-
-async def _finalize_failed_job(*, session: AsyncSession, job: Job, error: AppError) -> None:
-    await _upsert_transcript(session=session, job_id=job.id, text=None, error_detail=format_error_detail(error))
-    job.status = JobStatus.FAILED
-    job.updated_at = datetime.now(UTC)
-    session.add(job)
-    await session.commit()

tests/services/test_transcription.py

@@ -1,137 +0,0 @@
-"""Tests for transcription.services.transcription."""
-
-from pathlib import Path
-
-import pytest
-
-from transcription.config import Settings
-from transcription.providers.base import ProviderError, TranscriptionResult
-from transcription.services.transcription import (
-    PromptLoadError,
-    TranscriptionError,
-    load_image_payload,
-    load_prompt_text,
-    transcribe_document_image,
-)
-
-
-class _FakeProvider:
-    def __init__(self, *, result: TranscriptionResult | None = None, error: Exception | None = None):
-        self._result = result or TranscriptionResult(
-            text="Transcript output",
-            provider="openrouter",
-            model="test-model",
-        )
-        self._error = error
-        self.calls: list[dict[str, object]] = []
-
-    def transcribe(self, *, prompt_text: str, image_bytes: bytes, mime_type: str) -> TranscriptionResult:
-        self.calls.append(
-            {
-                "prompt_text": prompt_text,
-                "image_bytes": image_bytes,
-                "mime_type": mime_type,
-            }
-        )
-        if self._error:
-            raise self._error
-        return self._result
-
-
-@pytest.mark.unit
-class TestPromptLoading:
-    """Verify prompt artifact loading and validation."""
-
-    def test_loads_prompt_text_from_prompt_dir(self, tmp_path: Path):
-        """Prompt loader returns canonical prompt text from configured prompt directory."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        prompt_file = prompt_dir / "transcribe_document.md"
-        prompt_file.write_text("Prompt body", encoding="utf-8")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        text = load_prompt_text(settings=settings)
-
-        assert text == "Prompt body"
-
-    def test_missing_prompt_raises_error(self, tmp_path: Path):
-        """Prompt loader raises PromptLoadError when the file is missing."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        with pytest.raises(PromptLoadError) as exc_info:
-            load_prompt_text(settings=settings)
-
-        assert exc_info.value.category.value == "infrastructure_persistent_error"
-        assert "verify prompt_dir" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.unit
-class TestImageLoading:
-    """Verify local image payload loading and mime detection."""
-
-    def test_load_image_payload_reads_bytes_and_mime_type(self, tmp_path: Path):
-        """Image loader returns file bytes and a detected MIME type for supported files."""
-        image_path = tmp_path / "sample.png"
-        image_bytes = b"\x89PNG\r\n\x1a\n"
-        image_path.write_bytes(image_bytes)
-
-        loaded_bytes, mime_type = load_image_payload(image_path)
-
-        assert loaded_bytes == image_bytes
-        assert mime_type == "image/png"
-
-    def test_missing_image_raises_error(self, tmp_path: Path):
-        """Image loader raises TranscriptionError when image file does not exist."""
-        missing = tmp_path / "missing.png"
-
-        with pytest.raises(TranscriptionError) as exc_info:
-            load_image_payload(missing)
-
-        assert exc_info.value.category.value == "not_found_error"
-        assert "verify" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.unit
-class TestTranscriptionService:
-    """Verify service orchestration across prompt, image, and provider calls."""
-
-    def test_transcribe_document_image_calls_provider_once(self, tmp_path: Path):
-        """Service loads prompt and image, then invokes provider exactly once."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        (prompt_dir / "transcribe_document.md").write_text("Prompt body", encoding="utf-8")
-
-        image_path = tmp_path / "document.jpg"
-        image_path.write_bytes(b"jpeg-bytes")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        provider = _FakeProvider()
-
-        result = transcribe_document_image(image_path, settings=settings, provider=provider)
-
-        assert result.text == "Transcript output"
-        assert len(provider.calls) == 1
-        assert provider.calls[0]["prompt_text"] == "Prompt body"
-        assert provider.calls[0]["image_bytes"] == b"jpeg-bytes"
-        assert provider.calls[0]["mime_type"] == "image/jpeg"
-
-    def test_provider_error_is_wrapped(self, tmp_path: Path):
-        """Service wraps provider failures in TranscriptionError."""
-        prompt_dir = tmp_path / "prompts"
-        prompt_dir.mkdir()
-        (prompt_dir / "transcribe_document.md").write_text("Prompt body", encoding="utf-8")
-
-        image_path = tmp_path / "document.png"
-        image_path.write_bytes(b"png-bytes")
-
-        settings = Settings(openrouter_api_key="test-key", prompt_dir=prompt_dir)
-        provider = _FakeProvider(error=ProviderError("upstream failure"))
-
-        with pytest.raises(TranscriptionError) as exc_info:
-            transcribe_document_image(image_path, settings=settings, provider=provider)
-
-        assert exc_info.value.category.value == "external_provider_error"
-        assert exc_info.value.retriable is True
-        assert "retry" in exc_info.value.suggestion.lower()

tests/services/test_upload.py

@@ -1,104 +0,0 @@
-"""Tests for transcription.services.upload."""
-
-from pathlib import Path
-
-import pytest
-
-from transcription.config import Settings
-from transcription.models import Document, Job, JobStatus
-from transcription.services.upload import UploadError, create_upload_job
-
-
-@pytest.mark.unit
-class TestUploadValidation:
-    """Verify upload validation behavior."""
-
-    def test_rejects_empty_bytes(self, session, tmp_path: Path):
-        """create_upload_job rejects an empty upload payload."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        with pytest.raises(UploadError) as exc_info:
-            create_upload_job(
-                filename="letter.jpg",
-                file_bytes=b"",
-                session=session,
-                settings=settings,
-            )
-
-        assert exc_info.value.category.value == "validation_error"
-        assert "non-empty" in exc_info.value.suggestion.lower()
-
-    def test_rejects_unsupported_extension(self, session, tmp_path: Path):
-        """create_upload_job rejects unsupported filename extensions."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-        with pytest.raises(UploadError) as exc_info:
-            create_upload_job(
-                filename="notes.txt",
-                file_bytes=b"content",
-                session=session,
-                settings=settings,
-            )
-
-        assert exc_info.value.category.value == "user_input_error"
-        assert "jpg" in exc_info.value.suggestion.lower()
-
-
-@pytest.mark.integration
-class TestUploadPersistence:
-    """Verify upload file and record persistence behavior."""
-
-    def test_writes_file_and_creates_records(self, session, tmp_path: Path):
-        """create_upload_job writes file and creates document/job records."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        result = create_upload_job(
-            filename="letter.jpg",
-            file_bytes=b"image-bytes",
-            session=session,
-            settings=settings,
-        )
-
-        assert result.stored_path.exists()
-        assert result.stored_path.read_bytes() == b"image-bytes"
-
-        document = session.get(Document, result.document_id)
-        job = session.get(Job, result.job_id)
-        assert document is not None
-        assert job is not None
-        assert document.filename == "letter.jpg"
-        assert document.file_path == str(result.stored_path)
-
-    def test_uses_unique_stored_filename(self, session, tmp_path: Path):
-        """create_upload_job stores uploads with unique filenames."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        first = create_upload_job(
-            filename="duplicate.jpg",
-            file_bytes=b"first",
-            session=session,
-            settings=settings,
-        )
-        second = create_upload_job(
-            filename="duplicate.jpg",
-            file_bytes=b"second",
-            session=session,
-            settings=settings,
-        )
-
-        assert first.stored_path != second.stored_path
-        assert first.stored_path.exists()
-        assert second.stored_path.exists()
-
-    def test_sets_job_status_queued(self, session, tmp_path: Path):
-        """create_upload_job persists a job with queued status."""
-        settings = Settings(openrouter_api_key="test-key", upload_dir=tmp_path)
-
-        result = create_upload_job(
-            filename="queued.pdf",
-            file_bytes=b"%PDF-1.4",
-            session=session,
-            settings=settings,
-        )
-
-        job = session.get(Job, result.job_id)
-        assert job is not None
-        assert job.status == JobStatus.QUEUED

tests/services/test_worker.py

@@ -1,232 +0,0 @@
-"""Tests for transcription.worker."""
-
-from pathlib import Path
-from threading import Event
-
-import pytest
-from sqlmodel import select
-
-from transcription.config import Settings
-from transcription.errors import AppError, ErrorCategory
-from transcription.models import Document, Job, JobStatus, Transcript
-from transcription.providers.base import TranscriptionResult
-from transcription.worker import process_next_queued_job, run_worker_loop
-
-
-def _create_queued_job(session, *, filename: str = "doc.jpg", file_path: str = "uploads/doc.jpg") -> Job:
-    document = Document(filename=filename, file_path=file_path)
-    session.add(document)
-    session.commit()
-    session.refresh(document)
-
-    job = Job(document_id=document.id, status=JobStatus.QUEUED)
-    session.add(job)
-    session.commit()
-    session.refresh(job)
-    return job
-
-
-@pytest.mark.integration
-class TestWorkerQueueBehavior:
-    """Verify worker behavior when selecting queued jobs."""
-
-    def test_returns_false_when_queue_empty(self, session):
-        """process_next_queued_job returns False when there are no queued jobs."""
-        processed = process_next_queued_job(session=session)
-        assert processed is False
-
-
-@pytest.mark.integration
-class TestWorkerSuccessPath:
-    """Verify worker success-path lifecycle transitions and transcript persistence."""
-
-    def test_transitions_processing_to_transcribed(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job transitions queued jobs to transcribed on success."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            return TranscriptionResult(text="ok", provider="openrouter", model="test-model")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert processed is True
-        assert job.status == JobStatus.TRANSCRIBED
-
-    def test_persists_transcript_text_on_success(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job stores transcript text for successful jobs."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            return TranscriptionResult(text="Transcript body", provider="openrouter", model="test-model")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        process_next_queued_job(session=session)
-
-        transcript = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).first()
-        assert transcript is not None
-        assert transcript.text == "Transcript body"
-        assert transcript.error_detail is None
-
-
-@pytest.mark.integration
-class TestWorkerFailurePath:
-    """Verify worker failure-path lifecycle transitions and error persistence."""
-
-    def test_sets_failed_and_error_detail_on_failure(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job marks failed and stores error detail on exception."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            raise RuntimeError("provider failure")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-        transcript = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).first()
-
-        assert processed is True
-        assert job.status == JobStatus.FAILED
-        assert transcript is not None
-        assert transcript.text is None
-        assert "provider failure" in transcript.error_detail
-        assert "[internal_unexpected_error]" in transcript.error_detail
-        assert "error_id=" in transcript.error_detail
-        assert "suggestion=" in transcript.error_detail
-
-    def test_updates_existing_transcript_if_present(self, session, monkeypatch, tmp_path: Path):
-        """process_next_queued_job updates existing transcript instead of duplicating."""
-        job = _create_queued_job(session)
-        existing = Transcript(job_id=job.id, text="old", error_detail=None)
-        session.add(existing)
-        session.commit()
-        session.refresh(existing)
-
-        def _fake_transcribe(_path):
-            raise RuntimeError("provider failure")
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(openrouter_api_key="test-key", prompt_dir=tmp_path),
-        )
-
-        process_next_queued_job(session=session)
-
-        transcripts = session.exec(
-            select(Transcript).where(Transcript.job_id == job.id)
-        ).all()
-        assert len(transcripts) == 1
-        assert transcripts[0].id == existing.id
-        assert transcripts[0].text is None
-        assert "provider failure" in transcripts[0].error_detail
-        assert "[internal_unexpected_error]" in transcripts[0].error_detail
-        assert "error_id=" in transcripts[0].error_detail
-
-
-@pytest.mark.integration
-class TestWorkerRetryBehavior:
-    """Verify worker retry and terminal failure policies."""
-
-    def test_retriable_failure_requeues_until_limit(self, session, monkeypatch, tmp_path: Path):
-        """Retriable failures requeue jobs while retry budget remains."""
-        job = _create_queued_job(session)
-
-        def _fake_transcribe(_path):
-            raise AppError(
-                "temporary upstream outage",
-                category=ErrorCategory.EXTERNAL_PROVIDER,
-                suggestion="Retry from jobs page.",
-                retriable=True,
-            )
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(
-                openrouter_api_key="test-key",
-                prompt_dir=tmp_path,
-                worker_max_retries=1,
-                worker_retry_backoff_seconds=0.0,
-            ),
-        )
-
-        processed = process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert processed is True
-        assert job.status == JobStatus.QUEUED
-        assert job.retry_count == 1
-
-    def test_retriable_failure_exhaustion_sets_failed(self, session, monkeypatch, tmp_path: Path):
-        """Retriable failures transition to failed when retry budget is exhausted."""
-        job = _create_queued_job(session)
-        job.retry_count = 1
-        session.add(job)
-        session.commit()
-
-        def _fake_transcribe(_path):
-            raise AppError(
-                "temporary upstream outage",
-                category=ErrorCategory.EXTERNAL_PROVIDER,
-                suggestion="Retry from jobs page.",
-                retriable=True,
-            )
-
-        monkeypatch.setattr("transcription.worker.transcribe_document_image", _fake_transcribe)
-        monkeypatch.setattr(
-            "transcription.worker.get_settings",
-            lambda: Settings(
-                openrouter_api_key="test-key",
-                prompt_dir=tmp_path,
-                worker_max_retries=1,
-                worker_retry_backoff_seconds=0.0,
-            ),
-        )
-
-        process_next_queued_job(session=session)
-        session.refresh(job)
-
-        assert job.status == JobStatus.FAILED
-        assert job.retry_count == 1
-
-
-@pytest.mark.unit
-class TestWorkerLoopControl:
-    """Verify worker loop start/stop behavior."""
-
-    def test_stops_when_stop_event_is_set(self, monkeypatch):
-        """run_worker_loop exits when a stop event is set."""
-        stop_event = Event()
-        stop_event.set()
-
-        called = {"value": False}
-
-        def _fake_process_next_queued_job(**_kwargs):
-            called["value"] = True
-            return False
-
-        monkeypatch.setattr("transcription.worker.process_next_queued_job", _fake_process_next_queued_job)
-
-        run_worker_loop(stop_event=stop_event, poll_interval_seconds=0.01)
-        assert called["value"] is False

uv.lock

@@ -173,6 +173,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b0/7b/90df4a0a816d98d6ea26f559d87836d494a2cf1fcf063be67df50a7bcc30/anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72", size = 124875, upload-time = "2026-06-24T20:56:04.413Z" },
 ]
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/35/5d/752690df9ef5b76e169e68d6a129fa6d08a7100ca7f754c89495db3c6019/appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee", size = 4170, upload-time = "2024-02-06T09:43:11.258Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c", size = 4321, upload-time = "2024-02-06T09:43:09.663Z" },
+]
+
+[[package]]
+name = "asttokens"
+version = "3.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", hash = "sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7", size = 62308, upload-time = "2025-11-15T16:43:48.578Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a", size = 27047, upload-time = "2025-11-15T16:43:16.109Z" },
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.31.0"
@@ -240,6 +258,63 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/2f/c5464532e965badff2f4c4c1a3a83f5697f0d7c407ed0cda44aaa99bb451/certifi-2026.6.17-py3-none-any.whl", hash = "sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db", size = 133289, upload-time = "2026-06-17T10:31:06.348Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271, upload-time = "2025-09-08T23:22:44.795Z" },
+    { url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048, upload-time = "2025-09-08T23:22:45.938Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529, upload-time = "2025-09-08T23:22:47.349Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097, upload-time = "2025-09-08T23:22:48.677Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983, upload-time = "2025-09-08T23:22:50.06Z" },
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