fix: waveform can generate NaN in json database (#481)

* refactor: fixes transcript duration type, NaN in waveform, and prepare for postgres migration

* fix: ensure we don't have NaN in waveform

* fix: missing assertionerror

Co-authored-by: pr-agent-monadical[bot] <198624643+pr-agent-monadical[bot]@users.noreply.github.com>

* fix: potential empty array

---------

Co-authored-by: pr-agent-monadical[bot] <198624643+pr-agent-monadical[bot]@users.noreply.github.com>

server/migrations/env.py

@@ -24,6 +24,10 @@ target_metadata = metadata
 # ... etc.
 
 
+# don't use asyncpg for the moment
+settings.DATABASE_URL = settings.DATABASE_URL.replace("+asyncpg", "")
+
+
 def run_migrations_offline() -> None:
     """Run migrations in 'offline' mode.
 

server/migrations/versions/2cf0b60a9d34_fix_transcript_duration_type.py

@@ -0,0 +1,40 @@
+"""fix transcript duration type
+
+Revision ID: 2cf0b60a9d34
+Revises: ccd68dc784ff
+Create Date: 2025-07-15 16:53:40.397394
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision: str = '2cf0b60a9d34'
+down_revision: Union[str, None] = 'ccd68dc784ff'
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table('transcript', schema=None) as batch_op:
+        batch_op.alter_column('duration',
+               existing_type=sa.INTEGER(),
+               type_=sa.Float(),
+               existing_nullable=True)
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table('transcript', schema=None) as batch_op:
+        batch_op.alter_column('duration',
+               existing_type=sa.Float(),
+               type_=sa.INTEGER(),
+               existing_nullable=True)
+
+    # ### end Alembic commands ###

server/migrations/versions/88d292678ba2_fix_transcript_json_nan_values.py

@@ -0,0 +1,73 @@
+"""fix_transcript_json_nan_values
+
+Revision ID: 88d292678ba2
+Revises: 2cf0b60a9d34
+Create Date: 2025-07-15 19:30:19.876332
+
+"""
+
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision: str = "88d292678ba2"
+down_revision: Union[str, None] = "2cf0b60a9d34"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    import json
+    import re
+    from sqlalchemy import text
+
+    # Get database connection
+    conn = op.get_bind()
+
+    # Fetch all transcript records with events data
+    result = conn.execute(
+        text("SELECT id, events FROM transcript WHERE events IS NOT NULL")
+    )
+
+    def fix_nan(obj):
+        if isinstance(obj, dict):
+            for key, value in obj.items():
+                if isinstance(value, (dict, list)):
+                    fix_nan(value)
+                elif isinstance(value, float) and value != value:
+                    obj[key] = None
+        elif isinstance(obj, list):
+            for i in range(len(obj)):
+                if isinstance(obj[i], (dict, list)):
+                    fix_nan(obj[i])
+                elif isinstance(obj[i], float) and obj[i] != obj[i]:
+                    obj[i] = None
+
+    for transcript_id, events in result:
+        if not events:
+            continue
+        if "NaN" not in events:
+            continue
+
+        try:
+            jevents = json.loads(events)
+            fix_nan(jevents)
+            fixed_events = json.dumps(jevents)
+            assert "NaN" not in fixed_events
+        except (json.JSONDecodeError, AssertionError) as e:
+            print(f"Warning: Invalid JSON for transcript {transcript_id}, skipping: {e}")
+            continue
+
+        # Update the record with fixed JSON
+        conn.execute(
+            text("UPDATE transcript SET events = :events WHERE id = :id"),
+            {"events": fixed_events, "id": transcript_id},
+        )
+
+
+def downgrade() -> None:
+    # No downgrade needed - this is a data fix
+    pass

server/migrations/versions/a9c9c229ee36_transcript_composite_index.py

@@ -0,0 +1,39 @@
+"""transcript composite index
+
+Revision ID: a9c9c229ee36
+Revises: 88d292678ba2
+Create Date: 2025-07-15 20:09:40.253018
+
+"""
+
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision: str = "a9c9c229ee36"
+down_revision: Union[str, None] = "88d292678ba2"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table("transcript", schema=None) as batch_op:
+        batch_op.create_index(
+            "idx_transcript_user_id_recording_id",
+            ["user_id", "recording_id"],
+            unique=False,
+        )
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table("transcript", schema=None) as batch_op:
+        batch_op.drop_index("idx_transcript_user_id_recording_id")
+
+    # ### end Alembic commands ###

server/reflector/db/__init__.py

@@ -12,9 +12,10 @@ import reflector.db.recordings  # noqa
 import reflector.db.rooms  # noqa
 import reflector.db.transcripts  # noqa
 
-engine = sqlalchemy.create_engine(
-    settings.DATABASE_URL, connect_args={"check_same_thread": False}
-)
+kwargs = {}
+if "sqlite" in settings.DATABASE_URL:
+    kwargs["connect_args"] = {"check_same_thread": False}
+engine = sqlalchemy.create_engine(settings.DATABASE_URL, **kwargs)
 
 
 @subscribers_startup.append

server/reflector/db/transcripts.py

@@ -32,16 +32,16 @@ transcripts = sqlalchemy.Table(
     sqlalchemy.Column("name", sqlalchemy.String),
     sqlalchemy.Column("status", sqlalchemy.String),
     sqlalchemy.Column("locked", sqlalchemy.Boolean),
-    sqlalchemy.Column("duration", sqlalchemy.Integer),
+    sqlalchemy.Column("duration", sqlalchemy.Float),
     sqlalchemy.Column("created_at", sqlalchemy.DateTime),
-    sqlalchemy.Column("title", sqlalchemy.String, nullable=True),
-    sqlalchemy.Column("short_summary", sqlalchemy.String, nullable=True),
-    sqlalchemy.Column("long_summary", sqlalchemy.String, nullable=True),
+    sqlalchemy.Column("title", sqlalchemy.String),
+    sqlalchemy.Column("short_summary", sqlalchemy.String),
+    sqlalchemy.Column("long_summary", sqlalchemy.String),
     sqlalchemy.Column("topics", sqlalchemy.JSON),
     sqlalchemy.Column("events", sqlalchemy.JSON),
     sqlalchemy.Column("participants", sqlalchemy.JSON),
-    sqlalchemy.Column("source_language", sqlalchemy.String, nullable=True),
-    sqlalchemy.Column("target_language", sqlalchemy.String, nullable=True),
+    sqlalchemy.Column("source_language", sqlalchemy.String),
+    sqlalchemy.Column("target_language", sqlalchemy.String),
     sqlalchemy.Column(
         "reviewed", sqlalchemy.Boolean, nullable=False, server_default=false()
     ),
@@ -63,8 +63,8 @@ transcripts = sqlalchemy.Table(
         "meeting_id",
         sqlalchemy.String,
     ),
-    sqlalchemy.Column("recording_id", sqlalchemy.String, nullable=True),
-    sqlalchemy.Column("zulip_message_id", sqlalchemy.Integer, nullable=True),
+    sqlalchemy.Column("recording_id", sqlalchemy.String),
+    sqlalchemy.Column("zulip_message_id", sqlalchemy.Integer),
     sqlalchemy.Column(
         "source_kind",
         Enum(SourceKind, values_callable=lambda obj: [e.value for e in obj]),
@@ -73,10 +73,11 @@ transcripts = sqlalchemy.Table(
     # indicative field: whether associated audio is deleted
     # the main "audio deleted" is the presence of the audio itself / consents not-given
     # same field could've been in recording/meeting, and it's maybe even ok to dupe it at need
-    sqlalchemy.Column("audio_deleted", sqlalchemy.Boolean, nullable=True),
+    sqlalchemy.Column("audio_deleted", sqlalchemy.Boolean),
     sqlalchemy.Index("idx_transcript_recording_id", "recording_id"),
     sqlalchemy.Index("idx_transcript_user_id", "user_id"),
     sqlalchemy.Index("idx_transcript_created_at", "created_at"),
+    sqlalchemy.Index("idx_transcript_user_id_recording_id", "user_id", "recording_id"),
 )
 
 
@@ -336,6 +337,7 @@ class TranscriptController:
             .join(meetings, recordings.c.meeting_id == meetings.c.id, isouter=True)
             .join(rooms, meetings.c.room_id == rooms.c.id, isouter=True)
         )
+
         if user_id:
             query = query.where(
                 or_(transcripts.c.user_id == user_id, rooms.c.is_shared)
@@ -377,6 +379,8 @@ class TranscriptController:
         if filter_recording:
             query = query.filter(transcripts.c.status != "recording")
 
+        # print(query.compile(compile_kwargs={"literal_binds": True}))
+
         if return_query:
             return query
 

server/reflector/utils/audio_waveform.py

@@ -57,7 +57,10 @@ def get_audio_waveform(path: Path | str, segments_count: int = 256) -> list[int]
 
     # number of decimals to use when rounding the peak value
     digits = 2
-    volumes = np.round(volumes / volumes.max(), digits)
+    if len(volumes) > 0 and volumes.max() > 0:
+        volumes = np.round(volumes / volumes.max(), digits)
+    else:
+        volumes = np.zeros_like(volumes) if len(volumes) > 0 else np.array([])
 
     return volumes.tolist()