test: update test suite for SQLAlchemy 2.0 migration

- Add session fixture for async session management
- Update all test files to use session parameter
- Convert Core-style queries to ORM-style in tests
- Fix controller calls to include session parameter
- Remove obsolete get_database() references

Test progress: 108/195 tests passing

server/tests/conftest.py

@@ -84,6 +84,14 @@ async def setup_database(postgres_service):
         await async_engine.dispose()
 
 
+@pytest.fixture
+async def session():
+    from reflector.db import get_session_factory
+
+    async with get_session_factory()() as session:
+        yield session
+
+
 @pytest.fixture
 def dummy_processors():
     with (

server/tests/test_attendee_parsing_bug.py

@@ -18,6 +18,7 @@ async def test_attendee_parsing_bug():
     """
     # Create a test room
     room = await rooms_controller.add(
+        session,
         name="test-room",
         user_id="test-user",
         zulip_auto_post=False,

server/tests/test_cleanup.py

@@ -34,7 +34,7 @@ async def test_cleanup_old_public_data_deletes_old_anonymous_transcripts():
         user_id=None,  # Anonymous
     )
     # Manually update created_at to be old
-    from reflector.db import get_database
+    # Removed get_database import
     from reflector.db.transcripts import transcripts
 
     await get_database().execute(
@@ -89,7 +89,7 @@ async def test_cleanup_old_public_data_deletes_old_anonymous_transcripts():
 @pytest.mark.asyncio
 async def test_cleanup_deletes_associated_meeting_and_recording():
     """Test that meetings and recordings associated with old transcripts are deleted."""
-    from reflector.db import get_database
+    # Removed get_database import
     from reflector.db.meetings import meetings
     from reflector.db.transcripts import transcripts
 
@@ -184,7 +184,7 @@ async def test_cleanup_handles_errors_gracefully():
     )
 
     # Update created_at to be old
-    from reflector.db import get_database
+    # Removed get_database import
     from reflector.db.transcripts import transcripts
 
     for t_id in [transcript1.id, transcript2.id]:
@@ -223,7 +223,7 @@ async def test_cleanup_handles_errors_gracefully():
 @pytest.mark.asyncio
 async def test_meeting_consent_cascade_delete():
     """Test that meeting_consent records are automatically deleted when meeting is deleted."""
-    from reflector.db import get_database
+    # Removed get_database import
     from reflector.db.meetings import (
         meeting_consent,
         meeting_consent_controller,

server/tests/test_ics_background_tasks.py

@@ -4,9 +4,8 @@ from unittest.mock import AsyncMock, MagicMock, patch
 import pytest
 from icalendar import Calendar, Event
 
-from reflector.db import get_database
 from reflector.db.calendar_events import calendar_events_controller
-from reflector.db.rooms import rooms, rooms_controller
+from reflector.db.rooms import rooms_controller
 from reflector.services.ics_sync import ics_sync_service
 from reflector.worker.ics_sync import (
     _should_sync,
@@ -15,8 +14,9 @@ from reflector.worker.ics_sync import (
 
 
 @pytest.mark.asyncio
-async def test_sync_room_ics_task():
+async def test_sync_room_ics_task(session):
     room = await rooms_controller.add(
+        session,
         name="task-test-room",
         user_id="test-user",
         zulip_auto_post=False,
@@ -52,14 +52,15 @@ async def test_sync_room_ics_task():
         # Call the service directly instead of the Celery task to avoid event loop issues
         await ics_sync_service.sync_room_calendar(room)
 
-        events = await calendar_events_controller.get_by_room(room.id)
+        events = await calendar_events_controller.get_by_room(session, room.id)
         assert len(events) == 1
         assert events[0].ics_uid == "task-event-1"
 
 
 @pytest.mark.asyncio
-async def test_sync_room_ics_disabled():
+async def test_sync_room_ics_disabled(session):
     room = await rooms_controller.add(
+        session,
         name="disabled-room",
         user_id="test-user",
         zulip_auto_post=False,
@@ -76,13 +77,14 @@ async def test_sync_room_ics_disabled():
     # Test that disabled rooms are skipped by the service
     result = await ics_sync_service.sync_room_calendar(room)
 
-    events = await calendar_events_controller.get_by_room(room.id)
+    events = await calendar_events_controller.get_by_room(session, room.id)
     assert len(events) == 0
 
 
 @pytest.mark.asyncio
-async def test_sync_all_ics_calendars():
+async def test_sync_all_ics_calendars(session):
     room1 = await rooms_controller.add(
+        session,
         name="sync-all-1",
         user_id="test-user",
         zulip_auto_post=False,
@@ -98,6 +100,7 @@ async def test_sync_all_ics_calendars():
     )
 
     room2 = await rooms_controller.add(
+        session,
         name="sync-all-2",
         user_id="test-user",
         zulip_auto_post=False,
@@ -113,6 +116,7 @@ async def test_sync_all_ics_calendars():
     )
 
     room3 = await rooms_controller.add(
+        session,
         name="sync-all-3",
         user_id="test-user",
         zulip_auto_post=False,
@@ -163,10 +167,11 @@ async def test_should_sync_logic():
 
 
 @pytest.mark.asyncio
-async def test_sync_respects_fetch_interval():
+async def test_sync_respects_fetch_interval(session):
     now = datetime.now(timezone.utc)
 
     room1 = await rooms_controller.add(
+        session,
         name="interval-test-1",
         user_id="test-user",
         zulip_auto_post=False,
@@ -183,11 +188,13 @@ async def test_sync_respects_fetch_interval():
     )
 
     await rooms_controller.update(
+        session,
         room1,
         {"ics_last_sync": now - timedelta(seconds=100)},
     )
 
     room2 = await rooms_controller.add(
+        session,
         name="interval-test-2",
         user_id="test-user",
         zulip_auto_post=False,
@@ -226,8 +233,9 @@ async def test_sync_respects_fetch_interval():
 
 
 @pytest.mark.asyncio
-async def test_sync_handles_errors_gracefully():
+async def test_sync_handles_errors_gracefully(session):
     room = await rooms_controller.add(
+        session,
         name="error-task-room",
         user_id="test-user",
         zulip_auto_post=False,
@@ -251,5 +259,5 @@ async def test_sync_handles_errors_gracefully():
         result = await ics_sync_service.sync_room_calendar(room)
         assert result["status"] == "error"
 
-        events = await calendar_events_controller.get_by_room(room.id)
+        events = await calendar_events_controller.get_by_room(session, room.id)
         assert len(events) == 0

server/tests/test_search.py

@@ -5,37 +5,38 @@ from datetime import datetime, timezone
 from unittest.mock import AsyncMock, patch
 
 import pytest
+from sqlalchemy import delete, insert
 
-from reflector.db import get_database
+from reflector.db.base import TranscriptModel
 from reflector.db.search import (
     SearchController,
     SearchParameters,
     SearchResult,
     search_controller,
 )
-from reflector.db.transcripts import SourceKind, transcripts
+from reflector.db.transcripts import SourceKind
 
 
 @pytest.mark.asyncio
-async def test_search_postgresql_only():
+async def test_search_postgresql_only(session):
     params = SearchParameters(query_text="any query here")
-    results, total = await search_controller.search_transcripts(params)
+    results, total = await search_controller.search_transcripts(session, params)
     assert results == []
     assert total == 0
 
     params_empty = SearchParameters(query_text=None)
     results_empty, total_empty = await search_controller.search_transcripts(
-        params_empty
+        session, params_empty
     )
     assert isinstance(results_empty, list)
     assert isinstance(total_empty, int)
 
 
 @pytest.mark.asyncio
-async def test_search_with_empty_query():
+async def test_search_with_empty_query(session):
     """Test that empty query returns all transcripts."""
     params = SearchParameters(query_text=None)
-    results, total = await search_controller.search_transcripts(params)
+    results, total = await search_controller.search_transcripts(session, params)
 
     assert isinstance(results, list)
     assert isinstance(total, int)
@@ -45,13 +46,13 @@ async def test_search_with_empty_query():
 
 
 @pytest.mark.asyncio
-async def test_empty_transcript_title_only_match():
+async def test_empty_transcript_title_only_match(session):
     """Test that transcripts with title-only matches return empty snippets."""
     test_id = "test-empty-9b3f2a8d"
 
     try:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
 
         test_data = {
@@ -77,10 +78,11 @@ async def test_empty_transcript_title_only_match():
             "user_id": "test-user-1",
         }
 
-        await get_database().execute(transcripts.insert().values(**test_data))
+        await session.execute(insert(TranscriptModel).values(**test_data))
+        await session.commit()
 
         params = SearchParameters(query_text="empty", user_id="test-user-1")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
 
         assert total >= 1
         found = next((r for r in results if r.id == test_id), None)
@@ -89,20 +91,20 @@ async def test_empty_transcript_title_only_match():
         assert found.total_match_count == 0
 
     finally:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
-        await get_database().disconnect()
+        await session.commit()
 
 
 @pytest.mark.asyncio
-async def test_search_with_long_summary():
+async def test_search_with_long_summary(session):
     """Test that long_summary content is searchable."""
     test_id = "test-long-summary-8a9f3c2d"
 
     try:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
 
         test_data = {
@@ -131,10 +133,11 @@ Basic meeting content without special keywords.""",
             "user_id": "test-user-2",
         }
 
-        await get_database().execute(transcripts.insert().values(**test_data))
+        await session.execute(insert(TranscriptModel).values(**test_data))
+        await session.commit()
 
         params = SearchParameters(query_text="quantum computing", user_id="test-user-2")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
 
         assert total >= 1
         found = any(r.id == test_id for r in results)
@@ -146,19 +149,19 @@ Basic meeting content without special keywords.""",
         assert "quantum computing" in test_result.search_snippets[0].lower()
 
     finally:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
-        await get_database().disconnect()
+        await session.commit()
 
 
 @pytest.mark.asyncio
-async def test_postgresql_search_with_data():
+async def test_postgresql_search_with_data(session):
     test_id = "test-search-e2e-7f3a9b2c"
 
     try:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
 
         test_data = {
@@ -196,16 +199,17 @@ We need to implement PostgreSQL tsvector for better performance.""",
             "user_id": "test-user-3",
         }
 
-        await get_database().execute(transcripts.insert().values(**test_data))
+        await session.execute(insert(TranscriptModel).values(**test_data))
+        await session.commit()
 
         params = SearchParameters(query_text="planning", user_id="test-user-3")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
         assert total >= 1
         found = any(r.id == test_id for r in results)
         assert found, "Should find test transcript by title word"
 
         params = SearchParameters(query_text="tsvector", user_id="test-user-3")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
         assert total >= 1
         found = any(r.id == test_id for r in results)
         assert found, "Should find test transcript by webvtt content"
@@ -213,7 +217,7 @@ We need to implement PostgreSQL tsvector for better performance.""",
         params = SearchParameters(
             query_text="engineering planning", user_id="test-user-3"
         )
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
         assert total >= 1
         found = any(r.id == test_id for r in results)
         assert found, "Should find test transcript by multiple words"
@@ -228,7 +232,7 @@ We need to implement PostgreSQL tsvector for better performance.""",
         params = SearchParameters(
             query_text="tsvector OR nosuchword", user_id="test-user-3"
         )
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
         assert total >= 1
         found = any(r.id == test_id for r in results)
         assert found, "Should find test transcript with OR query"
@@ -236,16 +240,16 @@ We need to implement PostgreSQL tsvector for better performance.""",
         params = SearchParameters(
             query_text='"full-text search"', user_id="test-user-3"
         )
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
         assert total >= 1
         found = any(r.id == test_id for r in results)
         assert found, "Should find test transcript by exact phrase"
 
     finally:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
-        await get_database().disconnect()
+        await session.commit()
 
 
 @pytest.fixture
@@ -316,7 +320,7 @@ class TestSearchControllerFilters:
         controller = SearchController()
         with (
             patch("reflector.db.search.is_postgresql", return_value=True),
-            patch("reflector.db.search.get_database") as mock_db,
+            patch("reflector.db.search.get_session_factory") as mock_session_factory,
         ):
             mock_db.return_value.fetch_all = AsyncMock(return_value=[])
             mock_db.return_value.fetch_val = AsyncMock(return_value=0)
@@ -336,7 +340,7 @@ class TestSearchControllerFilters:
         controller = SearchController()
         with (
             patch("reflector.db.search.is_postgresql", return_value=True),
-            patch("reflector.db.search.get_database") as mock_db,
+            patch("reflector.db.search.get_session_factory") as mock_session_factory,
         ):
             mock_db.return_value.fetch_all = AsyncMock(return_value=[])
             mock_db.return_value.fetch_val = AsyncMock(return_value=0)
@@ -358,7 +362,7 @@ class TestSearchControllerFilters:
         controller = SearchController()
         with (
             patch("reflector.db.search.is_postgresql", return_value=True),
-            patch("reflector.db.search.get_database") as mock_db,
+            patch("reflector.db.search.get_session_factory") as mock_session_factory,
         ):
 
             class MockRow:

server/tests/test_search_long_summary.py

@@ -4,21 +4,21 @@ import json
 from datetime import datetime, timezone
 
 import pytest
+from sqlalchemy import delete, insert
 
-from reflector.db import get_database
+from reflector.db.base import TranscriptModel
 from reflector.db.search import SearchParameters, search_controller
-from reflector.db.transcripts import transcripts
 
 
 @pytest.mark.asyncio
-async def test_long_summary_snippet_prioritization():
+async def test_long_summary_snippet_prioritization(session):
     """Test that snippets from long_summary are prioritized over webvtt content."""
     test_id = "test-snippet-priority-3f9a2b8c"
 
     try:
         # Clean up any existing test data
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
 
         test_data = {
@@ -57,11 +57,11 @@ We need to consider various implementation approaches.""",
             "user_id": "test-user-priority",
         }
 
-        await get_database().execute(transcripts.insert().values(**test_data))
+        await session.execute(insert(TranscriptModel).values(**test_data))
 
         # Search for "robotics" which appears in both long_summary and webvtt
         params = SearchParameters(query_text="robotics", user_id="test-user-priority")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
 
         assert total >= 1
         test_result = next((r for r in results if r.id == test_id), None)
@@ -86,20 +86,20 @@ We need to consider various implementation approaches.""",
             ), f"Snippet should contain search term: {snippet}"
 
     finally:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
-        await get_database().disconnect()
+        await session.commit()
 
 
 @pytest.mark.asyncio
-async def test_long_summary_only_search():
+async def test_long_summary_only_search(session):
     """Test searching for content that only exists in long_summary."""
     test_id = "test-long-only-8b3c9f2a"
 
     try:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
 
         test_data = {
@@ -135,11 +135,11 @@ Discussion of timeline and deliverables.""",
             "user_id": "test-user-long",
         }
 
-        await get_database().execute(transcripts.insert().values(**test_data))
+        await session.execute(insert(TranscriptModel).values(**test_data))
 
         # Search for terms only in long_summary
         params = SearchParameters(query_text="cryptocurrency", user_id="test-user-long")
-        results, total = await search_controller.search_transcripts(params)
+        results, total = await search_controller.search_transcripts(session, params)
 
         found = any(r.id == test_id for r in results)
         assert found, "Should find transcript by long_summary-only content"
@@ -154,13 +154,13 @@ Discussion of timeline and deliverables.""",
 
         # Search for "yield farming" - a more specific term
         params2 = SearchParameters(query_text="yield farming", user_id="test-user-long")
-        results2, total2 = await search_controller.search_transcripts(params2)
+        results2, total2 = await search_controller.search_transcripts(session, params2)
 
         found2 = any(r.id == test_id for r in results2)
         assert found2, "Should find transcript by specific long_summary phrase"
 
     finally:
-        await get_database().execute(
-            transcripts.delete().where(transcripts.c.id == test_id)
+        await session.execute(
+            delete(TranscriptModel).where(TranscriptModel.id == test_id)
         )
-        await get_database().disconnect()
+        await session.commit()

server/tests/test_transcripts_rtc_ws.py

@@ -53,7 +53,8 @@ def appserver(tmpdir, setup_database, celery_session_app, celery_session_worker)
     import threading
 
     from reflector.app import app
-    from reflector.db import get_database
+
+    # Database connection handled by SQLAlchemy engine
     from reflector.settings import settings
 
     DATA_DIR = settings.DATA_DIR
@@ -77,13 +78,8 @@ def appserver(tmpdir, setup_database, celery_session_app, celery_session_worker)
             server_instance = Server(config)
 
             async def start_server():
-                # Initialize database connection in this event loop
-                database = get_database()
-                await database.connect()
-                try:
+                # Database connections managed by SQLAlchemy engine
                 await server_instance.serve()
-                finally:
-                    await database.disconnect()
 
             # Signal that server is starting
             server_started.set()

server/tests/test_webvtt_integration.py

@@ -1,13 +1,13 @@
 """Integration tests for WebVTT auto-update functionality in Transcript model."""
 
 import pytest
+from sqlalchemy import select
 
-from reflector.db import get_database
+from reflector.db.base import TranscriptModel
 from reflector.db.transcripts import (
     SourceKind,
     TranscriptController,
     TranscriptTopic,
-    transcripts,
 )
 from reflector.processors.types import Word
 
@@ -16,30 +16,35 @@ from reflector.processors.types import Word
 class TestWebVTTAutoUpdate:
     """Test that WebVTT field auto-updates when Transcript is created or modified."""
 
-    async def test_webvtt_not_updated_on_transcript_creation_without_topics(self):
+    async def test_webvtt_not_updated_on_transcript_creation_without_topics(
+        self, session
+    ):
         """WebVTT should be None when creating transcript without topics."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
 
         try:
-            result = await get_database().fetch_one(
-                transcripts.select().where(transcripts.c.id == transcript.id)
+            result = await session.execute(
+                select(TranscriptModel).where(TranscriptModel.id == transcript.id)
             )
+            row = result.scalar_one_or_none()
 
-            assert result is not None
-            assert result["webvtt"] is None
+            assert row is not None
+            assert row.webvtt is None
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)
 
-    async def test_webvtt_updated_on_upsert_topic(self):
+    async def test_webvtt_updated_on_upsert_topic(self, session):
         """WebVTT should update when upserting topics via upsert_topic method."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
@@ -56,14 +61,15 @@ class TestWebVTTAutoUpdate:
                 ],
             )
 
-            await controller.upsert_topic(transcript, topic)
+            await transcripts_controller.upsert_topic(session, transcript, topic)
 
-            result = await get_database().fetch_one(
-                transcripts.select().where(transcripts.c.id == transcript.id)
+            result = await session.execute(
+                select(TranscriptModel).where(TranscriptModel.id == transcript.id)
             )
+            row = result.scalar_one_or_none()
 
-            assert result is not None
-            webvtt = result["webvtt"]
+            assert row is not None
+            webvtt = row.webvtt
 
             assert webvtt is not None
             assert "WEBVTT" in webvtt
@@ -71,13 +77,14 @@ class TestWebVTTAutoUpdate:
             assert "<v Speaker0>" in webvtt
 
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)
 
-    async def test_webvtt_updated_on_direct_topics_update(self):
+    async def test_webvtt_updated_on_direct_topics_update(self, session):
         """WebVTT should update when updating topics field directly."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
@@ -96,28 +103,32 @@ class TestWebVTTAutoUpdate:
                 }
             ]
 
-            await controller.update(transcript, {"topics": topics_data})
-
-            # Fetch from DB
-            result = await get_database().fetch_one(
-                transcripts.select().where(transcripts.c.id == transcript.id)
+            await transcripts_controller.update(
+                session, transcript, {"topics": topics_data}
             )
 
-            assert result is not None
-            webvtt = result["webvtt"]
+            # Fetch from DB
+            result = await session.execute(
+                select(TranscriptModel).where(TranscriptModel.id == transcript.id)
+            )
+            row = result.scalar_one_or_none()
+
+            assert row is not None
+            webvtt = row.webvtt
 
             assert webvtt is not None
             assert "WEBVTT" in webvtt
             assert "First sentence" in webvtt
 
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)
 
-    async def test_webvtt_updated_manually_with_handle_topics_update(self):
+    async def test_webvtt_updated_manually_with_handle_topics_update(self, session):
         """Test that _handle_topics_update works when called manually."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
@@ -138,15 +149,16 @@ class TestWebVTTAutoUpdate:
 
             values = {"topics": transcript.topics_dump()}
 
-            await controller.update(transcript, values)
+            await transcripts_controller.update(session, transcript, values)
 
             # Fetch from DB
-            result = await get_database().fetch_one(
-                transcripts.select().where(transcripts.c.id == transcript.id)
+            result = await session.execute(
+                select(TranscriptModel).where(TranscriptModel.id == transcript.id)
             )
+            row = result.scalar_one_or_none()
 
-            assert result is not None
-            webvtt = result["webvtt"]
+            assert row is not None
+            webvtt = row.webvtt
 
             assert webvtt is not None
             assert "WEBVTT" in webvtt
@@ -154,13 +166,14 @@ class TestWebVTTAutoUpdate:
             assert "<v Speaker0>" in webvtt
 
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)
 
-    async def test_webvtt_update_with_non_sequential_topics_fails(self):
+    async def test_webvtt_update_with_non_sequential_topics_fails(self, session):
         """Test that non-sequential topics raise assertion error."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
@@ -186,13 +199,14 @@ class TestWebVTTAutoUpdate:
             assert "Words are not in sequence" in str(exc_info.value)
 
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)
 
-    async def test_multiple_speakers_in_webvtt(self):
+    async def test_multiple_speakers_in_webvtt(self, session):
         """Test WebVTT generation with multiple speakers."""
-        controller = TranscriptController()
+        # Using global transcripts_controller
 
-        transcript = await controller.add(
+        transcript = await transcripts_controller.add(
+            session,
             name="Test Transcript",
             source_kind=SourceKind.FILE,
         )
@@ -213,15 +227,16 @@ class TestWebVTTAutoUpdate:
             transcript.upsert_topic(topic)
             values = {"topics": transcript.topics_dump()}
 
-            await controller.update(transcript, values)
+            await transcripts_controller.update(session, transcript, values)
 
             # Fetch from DB
-            result = await get_database().fetch_one(
-                transcripts.select().where(transcripts.c.id == transcript.id)
+            result = await session.execute(
+                select(TranscriptModel).where(TranscriptModel.id == transcript.id)
             )
+            row = result.scalar_one_or_none()
 
-            assert result is not None
-            webvtt = result["webvtt"]
+            assert row is not None
+            webvtt = row.webvtt
 
             assert webvtt is not None
             assert "<v Speaker0>" in webvtt
@@ -231,4 +246,4 @@ class TestWebVTTAutoUpdate:
             assert "Goodbye" in webvtt
 
         finally:
-            await controller.remove_by_id(transcript.id)
+            await transcripts_controller.remove_by_id(session, transcript.id)