bambuddy/backend/app/core/database.py

import asyncio
import logging

from sqlalchemy import event
from sqlalchemy.exc import IntegrityError, OperationalError, ProgrammingError
from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
from sqlalchemy.orm import DeclarativeBase

from backend.app.core.config import settings
from backend.app.core.db_dialect import is_sqlite

logger = logging.getLogger(__name__)


def _set_sqlite_pragmas(dbapi_conn, connection_record):
    """Set SQLite pragmas on each new connection for concurrency and performance."""
    cursor = dbapi_conn.cursor()
    # WAL mode allows concurrent readers + one writer (vs default DELETE mode which locks entirely)
    cursor.execute("PRAGMA journal_mode = WAL")
    # Wait up to 15 seconds when the database is locked instead of failing immediately
    cursor.execute("PRAGMA busy_timeout = 15000")
    cursor.execute("PRAGMA synchronous = NORMAL")
    cursor.close()


def _create_engine():
    """Create the async engine with dialect-appropriate settings."""
    if is_sqlite():
        kwargs = {"pool_size": 20, "max_overflow": 200}
    else:
        kwargs = {"pool_size": 10, "max_overflow": 20}
    eng = create_async_engine(
        settings.database_url,
        echo=settings.debug,
        **kwargs,
    )
    if is_sqlite():
        event.listen(eng.sync_engine, "connect", _set_sqlite_pragmas)
    else:
        # Strip timezone info from aware datetimes before they reach asyncpg.
        # asyncpg rejects timezone-aware values for TIMESTAMP WITHOUT TIME ZONE columns.
        # The codebase uses datetime.now(timezone.utc) in many places — this makes
        # Postgres behave like SQLite which ignores timezone info entirely.
        @event.listens_for(eng.sync_engine, "before_cursor_execute", retval=True)
        def _strip_tz_from_params(conn, cursor, statement, parameters, context, executemany):
            import datetime

            if parameters is None:
                return statement, parameters

            def _strip(val):
                if isinstance(val, datetime.datetime) and val.tzinfo is not None:
                    return val.replace(tzinfo=None)
                return val

            def _strip_container(params):
                if isinstance(params, dict):
                    return {k: _strip(v) for k, v in params.items()}
                elif isinstance(params, tuple):
                    return tuple(_strip(v) for v in params)
                return params

            if executemany and isinstance(parameters, (list, tuple)):
                # Batch: list of dicts or list of tuples
                parameters = [_strip_container(row) for row in parameters]
            else:
                parameters = _strip_container(parameters)
            return statement, parameters

    return eng


engine = _create_engine()

async_session = async_sessionmaker(
    engine,
    class_=AsyncSession,
    expire_on_commit=False,
)


async def run_with_retry(fn, *, max_attempts: int = 3, label: str = ""):
    """Run an async DB operation with retry for SQLite 'database is locked' errors.

    ``fn`` is an async callable that receives an ``AsyncSession`` and performs
    the full query-mutate-commit cycle.  On each retry a fresh session is used
    so there are no stale-object / expired-attribute issues after rollback.

    On PostgreSQL this calls ``fn`` once with no retry (Postgres uses row-level
    locking and doesn't suffer from single-writer contention).
    """
    if not is_sqlite():
        async with async_session() as db:
            return await fn(db)

    last_exc: OperationalError | None = None
    for attempt in range(1, max_attempts + 1):
        try:
            async with async_session() as db:
                return await fn(db)
        except OperationalError as exc:
            last_exc = exc
            if "database is locked" not in str(exc) or attempt == max_attempts:
                raise
            delay = 0.5 * attempt  # 0.5s, 1.0s
            logger.warning(
                "SQLite locked%s (attempt %d/%d), retrying in %.1fs: %s",
                f" ({label})" if label else "",
                attempt,
                max_attempts,
                delay,
                exc,
            )
            await asyncio.sleep(delay)
    raise last_exc  # unreachable, but keeps type checkers happy


async def close_all_connections():
    """Close all database connections for backup/restore operations."""
    global engine
    await engine.dispose()


async def reinitialize_database():
    """Reinitialize database connection after restore."""
    global engine, async_session
    engine = _create_engine()
    async_session = async_sessionmaker(
        engine,
        class_=AsyncSession,
        expire_on_commit=False,
    )


class Base(DeclarativeBase):
    pass


async def get_db() -> AsyncSession:
    async with async_session() as session:
        try:
            yield session
            await session.commit()
        except Exception:
            await session.rollback()
            raise
        finally:
            await session.close()


async def init_db():
    # Import models to register them with SQLAlchemy
    from backend.app.models import (  # noqa: F401
        active_print_spoolman,
        ams_history,
        ams_label,
        api_key,
        archive,
        bug_report,
        color_catalog,
        external_link,
        filament,
        github_backup,
        group,
        kprofile_note,
        library,
        local_preset,
        maintenance,
        notification,
        notification_template,
        orca_base_cache,
        pending_upload,
        print_batch,
        print_log,
        print_queue,
        printer,
        project,
        project_bom,
        settings,
        slot_preset,
        smart_plug,
        smart_plug_energy_snapshot,
        spool,
        spool_assignment,
        spool_catalog,
        spool_k_profile,
        spool_usage_history,
        spoolbuddy_device,
        user,
        user_email_pref,
        virtual_printer,
    )

    async with engine.begin() as conn:
        await conn.run_sync(Base.metadata.create_all)

        # Run migrations for new columns (SQLite doesn't auto-add columns)
        await run_migrations(conn)

    # Seed default notification templates
    await seed_notification_templates()

    # Seed default groups and migrate existing users
    await seed_default_groups()

    # Seed default catalog entries
    await seed_spool_catalog()
    await seed_color_catalog()


async def _safe_execute(conn, sql):
    """Execute a migration statement, ignoring 'already exists' errors.

    Uses a savepoint so that a failed statement doesn't poison the
    surrounding transaction (required for PostgreSQL).
    """
    from sqlalchemy import text

    try:
        async with conn.begin_nested():
            await conn.execute(text(sql))
    except (OperationalError, ProgrammingError):
        pass


async def run_migrations(conn):
    """Add new columns to existing tables if they don't exist."""
    from sqlalchemy import text

    # Migration: Add is_favorite column to print_archives
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN is_favorite BOOLEAN DEFAULT 0")

    # Migration: Add content_hash column to print_archives for duplicate detection
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN content_hash VARCHAR(64)")

    # Migration: Add auto_off_executed column to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN auto_off_executed BOOLEAN DEFAULT 0")

    # Migration: Add on_print_stopped column to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_print_stopped BOOLEAN DEFAULT 1")

    # Migration: Add source_3mf_path column to print_archives
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN source_3mf_path VARCHAR(500)")

    # Migration: Add f3d_path column to print_archives for Fusion 360 design files
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN f3d_path VARCHAR(500)")

    # Migration: Add on_maintenance_due column to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_maintenance_due BOOLEAN DEFAULT 0")

    # Migration: Add location column to printers for grouping
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN location VARCHAR(100)")

    # Migration: Add interval_type column to maintenance_types
    await _safe_execute(conn, "ALTER TABLE maintenance_types ADD COLUMN interval_type VARCHAR(20) DEFAULT 'hours'")

    # Migration: Add is_deleted column to maintenance_types for soft-deletes
    await _safe_execute(conn, "ALTER TABLE maintenance_types ADD COLUMN is_deleted BOOLEAN DEFAULT 0")

    # Migration: Add custom_interval_type column to printer_maintenance
    await _safe_execute(conn, "ALTER TABLE printer_maintenance ADD COLUMN custom_interval_type VARCHAR(20)")

    # Migration: Add power alert columns to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN power_alert_enabled BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN power_alert_high REAL")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN power_alert_low REAL")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN power_alert_last_triggered DATETIME")

    # Migration: Add schedule columns to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN schedule_enabled BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN schedule_on_time VARCHAR(5)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN schedule_off_time VARCHAR(5)")

    # Migration: Add daily digest columns to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN daily_digest_enabled BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN daily_digest_time VARCHAR(5)")

    # Migration: Add missing-spool-assignment print-start notification toggle
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE notification_providers ADD COLUMN on_print_missing_spool_assignment BOOLEAN DEFAULT 0"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add project_id column to print_archives
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE print_archives ADD COLUMN project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add project_id column to print_queue
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE print_queue ADD COLUMN project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Create FTS5 virtual table for archive full-text search (SQLite only)
    # PostgreSQL uses tsvector + GIN index instead (set up in archives.py search route)
    if is_sqlite():
        try:
            await conn.execute(
                text("""
                CREATE VIRTUAL TABLE IF NOT EXISTS archive_fts USING fts5(
                    print_name,
                    filename,
                    tags,
                    notes,
                    designer,
                    filament_type,
                    content='print_archives',
                    content_rowid='id'
                )
            """)
            )
        except (OperationalError, ProgrammingError):
            pass  # Already applied

        # Migration: Create triggers to keep FTS index in sync
        try:
            await conn.execute(
                text("""
                CREATE TRIGGER IF NOT EXISTS archive_fts_insert AFTER INSERT ON print_archives BEGIN
                    INSERT INTO archive_fts(rowid, print_name, filename, tags, notes, designer, filament_type)
                    VALUES (new.id, new.print_name, new.filename, new.tags, new.notes, new.designer, new.filament_type);
                END
            """)
            )
        except (OperationalError, ProgrammingError):
            pass  # Already applied

        try:
            await conn.execute(
                text("""
                CREATE TRIGGER IF NOT EXISTS archive_fts_delete AFTER DELETE ON print_archives BEGIN
                    INSERT INTO archive_fts(archive_fts, rowid, print_name, filename, tags, notes, designer, filament_type)
                    VALUES ('delete', old.id, old.print_name, old.filename, old.tags, old.notes, old.designer, old.filament_type);
                END
            """)
            )
        except (OperationalError, ProgrammingError):
            pass  # Already applied

        try:
            await conn.execute(
                text("""
                CREATE TRIGGER IF NOT EXISTS archive_fts_update AFTER UPDATE ON print_archives BEGIN
                    INSERT INTO archive_fts(archive_fts, rowid, print_name, filename, tags, notes, designer, filament_type)
                    VALUES ('delete', old.id, old.print_name, old.filename, old.tags, old.notes, old.designer, old.filament_type);
                    INSERT INTO archive_fts(rowid, print_name, filename, tags, notes, designer, filament_type)
                    VALUES (new.id, new.print_name, new.filename, new.tags, new.notes, new.designer, new.filament_type);
                END
            """)
            )
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Add auto_off_pending columns to smart_plugs (for restart recovery)
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN auto_off_pending BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN auto_off_pending_since DATETIME")

    # Migration: Add auto_off_persistent column to smart_plugs (keep auto-off enabled between prints)
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN auto_off_persistent BOOLEAN DEFAULT 0")

    # Migration: Add AMS alarm notification columns to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_ams_humidity_high BOOLEAN DEFAULT 0")
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE notification_providers ADD COLUMN on_ams_temperature_high BOOLEAN DEFAULT 0")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add AMS-HT alarm notification columns to notification_providers
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE notification_providers ADD COLUMN on_ams_ht_humidity_high BOOLEAN DEFAULT 0")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE notification_providers ADD COLUMN on_ams_ht_temperature_high BOOLEAN DEFAULT 0")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add plate not empty notification column to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_plate_not_empty BOOLEAN DEFAULT 1")

    # Migration: Add notes column to projects (Phase 2)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN notes TEXT")

    # Migration: Add attachments column to projects (Phase 3)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN attachments JSON")

    # Migration: Add tags column to projects (Phase 4)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN tags TEXT")

    # Migration: Add due_date column to projects (Phase 5)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN due_date DATETIME")

    # Migration: Add priority column to projects (Phase 5)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN priority VARCHAR(20) DEFAULT 'normal'")

    # Migration: Add budget column to projects (Phase 6)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN budget REAL")

    # Migration: Add is_template column to projects (Phase 8)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN is_template BOOLEAN DEFAULT 0")

    # Migration: Add template_source_id column to projects (Phase 8)
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN template_source_id INTEGER")

    # Migration: Add parent_id column to projects (Phase 10)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE projects ADD COLUMN parent_id INTEGER REFERENCES projects(id) ON DELETE SET NULL")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Rename quantity_printed to quantity_acquired in project_bom_items
    await _safe_execute(conn, "ALTER TABLE project_bom_items RENAME COLUMN quantity_printed TO quantity_acquired")

    # Migration: Add unit_price column to project_bom_items
    await _safe_execute(conn, "ALTER TABLE project_bom_items ADD COLUMN unit_price REAL")

    # Migration: Add sourcing_url column to project_bom_items
    await _safe_execute(conn, "ALTER TABLE project_bom_items ADD COLUMN sourcing_url VARCHAR(512)")

    # Migration: Rename notes to remarks in project_bom_items
    await _safe_execute(conn, "ALTER TABLE project_bom_items RENAME COLUMN notes TO remarks")

    # Migration: Add show_in_switchbar column to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN show_in_switchbar BOOLEAN DEFAULT 0")

    # Migration: Add runtime tracking columns to printers
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN runtime_seconds INTEGER DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN last_runtime_update DATETIME")

    # Migration: Add quantity column to print_archives for tracking item count
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN quantity INTEGER DEFAULT 1")

    # Migration: Add manual_start column to print_queue for staged prints
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN manual_start BOOLEAN DEFAULT 0")

    # Migration: Add wiki_url column to maintenance_types for documentation links
    await _safe_execute(conn, "ALTER TABLE maintenance_types ADD COLUMN wiki_url VARCHAR(500)")

    # Migration: Add ams_mapping column to print_queue for storing filament slot assignments
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN ams_mapping TEXT")

    # Migration: Add target_parts_count column to projects for tracking total parts needed
    await _safe_execute(conn, "ALTER TABLE projects ADD COLUMN target_parts_count INTEGER")

    # Migration: Make printer_id nullable in print_queue for unassigned queue items
    # SQLite doesn't support ALTER COLUMN, so we need to recreate the table
    # PostgreSQL gets the correct schema from create_all(), so skip this
    if is_sqlite():
        try:
            result = await conn.execute(text("SELECT sql FROM sqlite_master WHERE type='table' AND name='print_queue'"))
            row = result.fetchone()
            if row and "printer_id INTEGER NOT NULL" in (row[0] or ""):
                await conn.execute(
                    text("""
                    CREATE TABLE print_queue_new (
                        id INTEGER PRIMARY KEY,
                        printer_id INTEGER REFERENCES printers(id) ON DELETE CASCADE,
                        archive_id INTEGER NOT NULL REFERENCES print_archives(id) ON DELETE CASCADE,
                        project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL,
                        position INTEGER DEFAULT 0,
                        scheduled_time DATETIME,
                        manual_start BOOLEAN DEFAULT 0,
                        require_previous_success BOOLEAN DEFAULT 0,
                        auto_off_after BOOLEAN DEFAULT 0,
                        ams_mapping TEXT,
                        status VARCHAR(20) DEFAULT 'pending',
                        started_at DATETIME,
                        completed_at DATETIME,
                        error_message TEXT,
                        created_at DATETIME DEFAULT CURRENT_TIMESTAMP
                    )
                """)
                )
                await conn.execute(
                    text("""
                    INSERT INTO print_queue_new
                    SELECT id, printer_id, archive_id, project_id, position, scheduled_time,
                           manual_start, require_previous_success, auto_off_after, ams_mapping,
                           status, started_at, completed_at, error_message, created_at
                    FROM print_queue
                """)
                )
                await conn.execute(text("DROP TABLE print_queue"))
                await conn.execute(text("ALTER TABLE print_queue_new RENAME TO print_queue"))
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Add plug_type column to smart_plugs for HA integration
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN plug_type VARCHAR(20) DEFAULT 'tasmota'")

    # Migration: Add ha_entity_id column to smart_plugs for HA integration
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN ha_entity_id VARCHAR(100)")

    # Migration: Add project_id column to library_folders for linking folders to projects
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE library_folders ADD COLUMN project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add archive_id column to library_folders for linking folders to archives
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE library_folders ADD COLUMN archive_id INTEGER REFERENCES print_archives(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Make ip_address nullable for HA plugs (SQLite requires table recreation)
    # PostgreSQL gets the correct schema from create_all(), so skip this
    if is_sqlite():
        try:
            result = await conn.execute(text("SELECT sql FROM sqlite_master WHERE type='table' AND name='smart_plugs'"))
            row = result.fetchone()
            if row and "ip_address VARCHAR(45) NOT NULL" in (row[0] or ""):
                await conn.execute(
                    text("""
                    CREATE TABLE smart_plugs_new (
                        id INTEGER PRIMARY KEY,
                        name VARCHAR(100) NOT NULL,
                        ip_address VARCHAR(45),
                        plug_type VARCHAR(20) DEFAULT 'tasmota',
                        ha_entity_id VARCHAR(100),
                        printer_id INTEGER UNIQUE REFERENCES printers(id) ON DELETE SET NULL,
                        enabled BOOLEAN NOT NULL DEFAULT 1,
                        auto_on BOOLEAN NOT NULL DEFAULT 1,
                        auto_off BOOLEAN NOT NULL DEFAULT 1,
                        auto_off_persistent BOOLEAN NOT NULL DEFAULT 0,
                        off_delay_mode VARCHAR(20) NOT NULL DEFAULT 'time',
                        off_delay_minutes INTEGER NOT NULL DEFAULT 5,
                        off_temp_threshold INTEGER NOT NULL DEFAULT 70,
                        username VARCHAR(50),
                        password VARCHAR(100),
                        power_alert_enabled BOOLEAN NOT NULL DEFAULT 0,
                        power_alert_high FLOAT,
                        power_alert_low FLOAT,
                        power_alert_last_triggered DATETIME,
                        schedule_enabled BOOLEAN NOT NULL DEFAULT 0,
                        schedule_on_time VARCHAR(5),
                        schedule_off_time VARCHAR(5),
                        show_in_switchbar BOOLEAN DEFAULT 0,
                        last_state VARCHAR(10),
                        last_checked DATETIME,
                        auto_off_executed BOOLEAN NOT NULL DEFAULT 0,
                        auto_off_pending BOOLEAN DEFAULT 0,
                        auto_off_pending_since DATETIME,
                        created_at DATETIME DEFAULT CURRENT_TIMESTAMP NOT NULL,
                        updated_at DATETIME DEFAULT CURRENT_TIMESTAMP NOT NULL
                    )
                """)
                )
                await conn.execute(
                    text("""
                    INSERT INTO smart_plugs_new
                    SELECT id, name, ip_address,
                           COALESCE(plug_type, 'tasmota'), ha_entity_id, printer_id,
                           enabled, auto_on, auto_off, COALESCE(auto_off_persistent, 0),
                           off_delay_mode, off_delay_minutes, off_temp_threshold,
                           username, password, power_alert_enabled, power_alert_high, power_alert_low,
                           power_alert_last_triggered, schedule_enabled, schedule_on_time, schedule_off_time,
                           COALESCE(show_in_switchbar, 0), last_state, last_checked, auto_off_executed,
                           COALESCE(auto_off_pending, 0), auto_off_pending_since, created_at, updated_at
                    FROM smart_plugs
                """)
                )
                await conn.execute(text("DROP TABLE smart_plugs"))
                await conn.execute(text("ALTER TABLE smart_plugs_new RENAME TO smart_plugs"))
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Add plate_id column to print_queue for multi-plate 3MF support
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN plate_id INTEGER")

    # Migration: Add print options columns to print_queue
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN bed_levelling BOOLEAN DEFAULT 1")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN flow_cali BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN vibration_cali BOOLEAN DEFAULT 1")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN layer_inspect BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN timelapse BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN use_ams BOOLEAN DEFAULT 1")

    # Migration: Add library_file_id column to print_queue and make archive_id nullable
    # This allows queue items to reference library files directly (archive created at print start)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE print_queue ADD COLUMN library_file_id INTEGER REFERENCES library_files(id) ON DELETE CASCADE"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Check if archive_id needs to be made nullable (requires table recreation in SQLite)
    # PostgreSQL gets the correct schema from create_all(), so skip this
    if is_sqlite():
        try:
            result = await conn.execute(text("SELECT sql FROM sqlite_master WHERE type='table' AND name='print_queue'"))
            row = result.fetchone()
            if row and "archive_id INTEGER NOT NULL" in (row[0] or ""):
                await conn.execute(
                    text("""
                    CREATE TABLE print_queue_new2 (
                        id INTEGER PRIMARY KEY,
                        printer_id INTEGER REFERENCES printers(id) ON DELETE CASCADE,
                        archive_id INTEGER REFERENCES print_archives(id) ON DELETE CASCADE,
                        library_file_id INTEGER REFERENCES library_files(id) ON DELETE CASCADE,
                        project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL,
                        position INTEGER DEFAULT 0,
                        scheduled_time DATETIME,
                        manual_start BOOLEAN DEFAULT 0,
                        require_previous_success BOOLEAN DEFAULT 0,
                        auto_off_after BOOLEAN DEFAULT 0,
                        ams_mapping TEXT,
                        plate_id INTEGER,
                        bed_levelling BOOLEAN DEFAULT 1,
                        flow_cali BOOLEAN DEFAULT 0,
                        vibration_cali BOOLEAN DEFAULT 1,
                        layer_inspect BOOLEAN DEFAULT 0,
                        timelapse BOOLEAN DEFAULT 0,
                        use_ams BOOLEAN DEFAULT 1,
                        status VARCHAR(20) DEFAULT 'pending',
                        started_at DATETIME,
                        completed_at DATETIME,
                        error_message TEXT,
                        created_at DATETIME DEFAULT CURRENT_TIMESTAMP
                    )
                """)
                )
                await conn.execute(
                    text("""
                    INSERT INTO print_queue_new2
                    SELECT id, printer_id, archive_id, NULL, project_id, position, scheduled_time,
                           manual_start, require_previous_success, auto_off_after, ams_mapping, plate_id,
                           COALESCE(bed_levelling, 1), COALESCE(flow_cali, 0), COALESCE(vibration_cali, 1),
                           COALESCE(layer_inspect, 0), COALESCE(timelapse, 0), COALESCE(use_ams, 1),
                           status, started_at, completed_at, error_message, created_at
                    FROM print_queue
                """)
                )
                await conn.execute(text("DROP TABLE print_queue"))
                await conn.execute(text("ALTER TABLE print_queue_new2 RENAME TO print_queue"))
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Add HA energy sensor entity columns to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN ha_power_entity VARCHAR(100)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN ha_energy_today_entity VARCHAR(100)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN ha_energy_total_entity VARCHAR(100)")

    # Migration: Create users table for authentication
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS users (
                    id INTEGER PRIMARY KEY,
                    username VARCHAR(100) NOT NULL UNIQUE,
                    password_hash VARCHAR(255) NOT NULL,
                    role VARCHAR(20) NOT NULL DEFAULT 'user',
                    is_active BOOLEAN NOT NULL DEFAULT 1,
                    created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
                    updated_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
                )
            """)
            )
            await conn.execute(text("CREATE INDEX IF NOT EXISTS ix_users_username ON users(username)"))
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add external camera columns to printers
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN external_camera_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN external_camera_type VARCHAR(20)")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN external_camera_enabled BOOLEAN DEFAULT 0")

    # Migration: Add external_url column to print_archives for user-defined links (Printables, etc.)
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN external_url VARCHAR(500)")

    # Migration: Add sliced_for_model column to print_archives for model-based queue assignment
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN sliced_for_model VARCHAR(50)")

    # Migration: Add is_external column to library_files for external cloud files
    await _safe_execute(conn, "ALTER TABLE library_files ADD COLUMN is_external BOOLEAN DEFAULT 0")

    # Migration: Add project_id column to library_files
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE library_files ADD COLUMN project_id INTEGER REFERENCES projects(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add is_external column to library_folders for external cloud folders
    await _safe_execute(conn, "ALTER TABLE library_folders ADD COLUMN is_external BOOLEAN DEFAULT 0")

    # Migration: Add external folder settings columns to library_folders
    await _safe_execute(conn, "ALTER TABLE library_folders ADD COLUMN external_readonly BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE library_folders ADD COLUMN external_show_hidden BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE library_folders ADD COLUMN external_path VARCHAR(500)")

    # Migration: Add plate_detection_enabled column to printers
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN plate_detection_enabled BOOLEAN DEFAULT 0")

    # Migration: Add plate detection ROI columns to printers
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN plate_detection_roi_x REAL")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN plate_detection_roi_y REAL")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN plate_detection_roi_w REAL")
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN plate_detection_roi_h REAL")

    # Migration: Remove UNIQUE constraint from smart_plugs.printer_id
    # This allows HA scripts to coexist with regular plugs (scripts are for multi-device control)
    # SQLite requires table recreation to drop constraints
    # PostgreSQL gets the correct schema from create_all(), so skip this
    if is_sqlite():
        try:
            needs_migration = False
            result = await conn.execute(text("SELECT sql FROM sqlite_master WHERE type='table' AND name='smart_plugs'"))
            row = result.fetchone()
            table_sql = (row[0] or "").upper() if row else ""
            if "PRINTER_ID" in table_sql and "UNIQUE" in table_sql:
                import re

                if re.search(r'"?PRINTER_ID"?\s+\w+\s+UNIQUE', table_sql) or re.search(
                    r'UNIQUE\s*\([^)]*"?PRINTER_ID"?', table_sql
                ):
                    needs_migration = True
            idx_result = await conn.execute(
                text("SELECT sql FROM sqlite_master WHERE type='index' AND tbl_name='smart_plugs' AND sql IS NOT NULL")
            )
            for idx_row in idx_result.fetchall():
                idx_sql = (idx_row[0] or "").upper()
                if "UNIQUE" in idx_sql and "PRINTER_ID" in idx_sql:
                    needs_migration = True
                    break
            if needs_migration:
                # Create new table without UNIQUE constraint on printer_id
                await conn.execute(
                    text("""
                    CREATE TABLE smart_plugs_temp (
                        id INTEGER PRIMARY KEY,
                        name VARCHAR(100) NOT NULL,
                        ip_address VARCHAR(45),
                        plug_type VARCHAR(20) DEFAULT 'tasmota',
                        ha_entity_id VARCHAR(100),
                        ha_power_entity VARCHAR(100),
                        ha_energy_today_entity VARCHAR(100),
                        ha_energy_total_entity VARCHAR(100),
                        printer_id INTEGER REFERENCES printers(id) ON DELETE SET NULL,
                        enabled BOOLEAN NOT NULL DEFAULT 1,
                        auto_on BOOLEAN NOT NULL DEFAULT 1,
                        auto_off BOOLEAN NOT NULL DEFAULT 1,
                        auto_off_persistent BOOLEAN NOT NULL DEFAULT 0,
                        off_delay_mode VARCHAR(20) NOT NULL DEFAULT 'time',
                        off_delay_minutes INTEGER NOT NULL DEFAULT 5,
                        off_temp_threshold INTEGER NOT NULL DEFAULT 70,
                        username VARCHAR(50),
                        password VARCHAR(100),
                        power_alert_enabled BOOLEAN NOT NULL DEFAULT 0,
                        power_alert_high FLOAT,
                        power_alert_low FLOAT,
                        power_alert_last_triggered DATETIME,
                        schedule_enabled BOOLEAN NOT NULL DEFAULT 0,
                        schedule_on_time VARCHAR(5),
                        schedule_off_time VARCHAR(5),
                        show_in_switchbar BOOLEAN DEFAULT 0,
                        last_state VARCHAR(10),
                        last_checked DATETIME,
                        auto_off_executed BOOLEAN NOT NULL DEFAULT 0,
                        auto_off_pending BOOLEAN DEFAULT 0,
                        auto_off_pending_since DATETIME,
                        created_at DATETIME DEFAULT CURRENT_TIMESTAMP NOT NULL,
                        updated_at DATETIME DEFAULT CURRENT_TIMESTAMP NOT NULL
                    )
                """)
                )
                # Copy data
                await conn.execute(
                    text("""
                    INSERT INTO smart_plugs_temp
                    SELECT id, name, ip_address, plug_type, ha_entity_id, ha_power_entity,
                           ha_energy_today_entity, ha_energy_total_entity, printer_id, enabled,
                           auto_on, auto_off, COALESCE(auto_off_persistent, 0),
                           off_delay_mode, off_delay_minutes, off_temp_threshold,
                           username, password, power_alert_enabled, power_alert_high, power_alert_low,
                           power_alert_last_triggered, schedule_enabled, schedule_on_time, schedule_off_time,
                           show_in_switchbar, last_state, last_checked, auto_off_executed,
                           auto_off_pending, auto_off_pending_since, created_at, updated_at
                    FROM smart_plugs
                """)
                )
                # Drop old table and rename new one
                await conn.execute(text("DROP TABLE smart_plugs"))
                await conn.execute(text("ALTER TABLE smart_plugs_temp RENAME TO smart_plugs"))
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Add show_on_printer_card column to smart_plugs
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN show_on_printer_card BOOLEAN DEFAULT 1")

    # Migration: Add MQTT smart plug fields (legacy)
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_topic VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_power_path VARCHAR(100)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_energy_path VARCHAR(100)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_state_path VARCHAR(100)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_multiplier REAL DEFAULT 1.0")

    # Migration: Add enhanced MQTT smart plug fields (separate topics and multipliers)
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_power_topic VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_power_multiplier REAL DEFAULT 1.0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_energy_topic VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_energy_multiplier REAL DEFAULT 1.0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_state_topic VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN mqtt_state_on_value VARCHAR(50)")

    # Migration: Copy existing mqtt_topic to mqtt_power_topic for backward compatibility
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                UPDATE smart_plugs
                SET mqtt_power_topic = mqtt_topic,
                    mqtt_power_multiplier = mqtt_multiplier
                WHERE mqtt_topic IS NOT NULL AND mqtt_power_topic IS NULL
            """)
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Create groups table for permission-based access control
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS groups (
                    id INTEGER PRIMARY KEY,
                    name VARCHAR(100) NOT NULL UNIQUE,
                    description VARCHAR(500),
                    permissions JSON,
                    is_system BOOLEAN NOT NULL DEFAULT 0,
                    created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
                    updated_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
                )
            """)
            )
            await conn.execute(text("CREATE INDEX IF NOT EXISTS ix_groups_name ON groups(name)"))
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Create user_groups association table
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS user_groups (
                    user_id INTEGER NOT NULL,
                    group_id INTEGER NOT NULL,
                    PRIMARY KEY (user_id, group_id),
                    FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE,
                    FOREIGN KEY (group_id) REFERENCES groups(id) ON DELETE CASCADE
                )
            """)
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add model-based queue assignment columns to print_queue
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN target_model VARCHAR(50)")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN required_filament_types TEXT")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN waiting_reason TEXT")

    # Migration: Add nozzle_count column to printers (for dual-extruder detection)
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN nozzle_count INTEGER DEFAULT 1")

    # Migration: Add print_hours_offset column to printers (baseline hours adjustment)
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN print_hours_offset REAL DEFAULT 0.0")

    # Migration: Add queue notification event columns to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_job_added BOOLEAN DEFAULT 0")
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE notification_providers ADD COLUMN on_queue_job_assigned BOOLEAN DEFAULT 0")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_job_started BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_job_waiting BOOLEAN DEFAULT 1")
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_job_skipped BOOLEAN DEFAULT 1")
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_job_failed BOOLEAN DEFAULT 1")
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_queue_completed BOOLEAN DEFAULT 0")

    # Migration: Add created_by_id column to print_archives for user tracking (Issue #206)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE print_archives ADD COLUMN created_by_id INTEGER REFERENCES users(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add created_by_id column to print_queue for user tracking (Issue #206)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE print_queue ADD COLUMN created_by_id INTEGER REFERENCES users(id) ON DELETE SET NULL")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add created_by_id column to library_files for user tracking (Issue #206)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE library_files ADD COLUMN created_by_id INTEGER REFERENCES users(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add target_location column to print_queue for location-based filtering (Issue #220)
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN target_location VARCHAR(100)")

    # Migration: Convert absolute paths to relative paths in library_files table
    # This ensures backup/restore portability across different installations
    try:
        async with conn.begin_nested():
            base_dir_str = str(settings.base_dir)
            # Ensure we have a trailing slash for clean replacement
            if not base_dir_str.endswith("/"):
                base_dir_str += "/"

            # Update file_path - remove base_dir prefix from absolute paths
            await conn.execute(
                text("""
                UPDATE library_files
                SET file_path = SUBSTR(file_path, LENGTH(:base_dir) + 1)
                WHERE file_path LIKE :pattern
            """),
                {"base_dir": base_dir_str, "pattern": base_dir_str + "%"},
            )

            # Update thumbnail_path - remove base_dir prefix from absolute paths
            await conn.execute(
                text("""
                UPDATE library_files
                SET thumbnail_path = SUBSTR(thumbnail_path, LENGTH(:base_dir) + 1)
                WHERE thumbnail_path LIKE :pattern
            """),
                {"base_dir": base_dir_str, "pattern": base_dir_str + "%"},
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Create active_print_spoolman table for Spoolman per-filament tracking
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS active_print_spoolman (
                    id INTEGER PRIMARY KEY AUTOINCREMENT,
                    printer_id INTEGER NOT NULL REFERENCES printers(id) ON DELETE CASCADE,
                    archive_id INTEGER NOT NULL REFERENCES print_archives(id) ON DELETE CASCADE,
                    filament_usage TEXT NOT NULL,
                    ams_trays TEXT NOT NULL,
                    slot_to_tray TEXT,
                    layer_usage TEXT,
                    filament_properties TEXT,
                    UNIQUE(printer_id, archive_id)
                )
            """)
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add preset_source column to slot_preset_mappings for local preset support
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE slot_preset_mappings ADD COLUMN preset_source VARCHAR(20) DEFAULT 'cloud'")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add email column to users for Advanced Auth (PR #322)
    await _safe_execute(conn, "ALTER TABLE users ADD COLUMN email VARCHAR(255)")

    # Migration: Add inventory spool tracking columns
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN added_full BOOLEAN")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN last_used DATETIME")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN encode_time DATETIME")

    # Migration: Add RFID tag matching columns to spool
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN tag_uid VARCHAR(16)")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN tray_uuid VARCHAR(32)")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN data_origin VARCHAR(20)")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN tag_type VARCHAR(20)")

    # Migration: Add core_weight_catalog_id to track which catalog entry was used for empty spool weight
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN core_weight_catalog_id INTEGER")

    # Migration: Create spool_usage_history table for filament consumption tracking
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS spool_usage_history (
                    id INTEGER PRIMARY KEY AUTOINCREMENT,
                    spool_id INTEGER NOT NULL REFERENCES spool(id) ON DELETE CASCADE,
                    printer_id INTEGER REFERENCES printers(id) ON DELETE SET NULL,
                    print_name VARCHAR(500),
                    weight_used REAL NOT NULL DEFAULT 0,
                    percent_used INTEGER NOT NULL DEFAULT 0,
                    status VARCHAR(20) NOT NULL DEFAULT 'completed',
                    created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
                )
            """)
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add open_in_new_tab column to external_links
    await _safe_execute(conn, "ALTER TABLE external_links ADD COLUMN open_in_new_tab BOOLEAN DEFAULT 0")

    # Migration: Add bed cooled notification column to notification_providers
    await _safe_execute(conn, "ALTER TABLE notification_providers ADD COLUMN on_bed_cooled BOOLEAN DEFAULT 0")

    # Migration: Add first layer complete notification column to notification_providers
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE notification_providers ADD COLUMN on_first_layer_complete BOOLEAN DEFAULT 0")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Add weight_locked flag to spool table (skip AMS auto-sync for manually-entered weights)
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN weight_locked BOOLEAN DEFAULT 0")

    # Migration: Add SpoolBuddy scale weight tracking columns to spool table
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN last_scale_weight INTEGER")
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN last_weighed_at DATETIME")

    # Migration: Add cost tracking fields to spool table
    await _safe_execute(conn, "ALTER TABLE spool ADD COLUMN cost_per_kg REAL")
    # Migration: Add cost field to spool_usage_history table
    await _safe_execute(conn, "ALTER TABLE spool_usage_history ADD COLUMN cost REAL")
    # Migration: Add archive_id field to spool_usage_history table
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE spool_usage_history ADD COLUMN archive_id INTEGER REFERENCES print_archives(id)")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Migration: Migrate single virtual printer key-value settings to virtual_printers table
    try:
        async with conn.begin_nested():
            result = await conn.execute(text("SELECT COUNT(*) FROM virtual_printers"))
            count = result.scalar() or 0

            if count == 0:
                result = await conn.execute(text("SELECT value FROM settings WHERE key = 'virtual_printer_enabled'"))
                row = result.fetchone()
                if row:
                    # Old settings exist — migrate to first virtual printer row
                    old_enabled = row[0] == "true" if row[0] else False

                    result = await conn.execute(
                        text("SELECT value FROM settings WHERE key = 'virtual_printer_access_code'")
                    )
                    row = result.fetchone()
                    old_access_code = row[0] if row else None

                    result = await conn.execute(text("SELECT value FROM settings WHERE key = 'virtual_printer_mode'"))
                    row = result.fetchone()
                    old_mode = row[0] if row else "immediate"
                    if old_mode == "queue":
                        old_mode = "review"

                    result = await conn.execute(text("SELECT value FROM settings WHERE key = 'virtual_printer_model'"))
                    row = result.fetchone()
                    old_model = row[0] if row else "BL-P001"

                    result = await conn.execute(
                        text("SELECT value FROM settings WHERE key = 'virtual_printer_target_printer_id'")
                    )
                    row = result.fetchone()
                    old_target_id = int(row[0]) if row and row[0] else None

                    result = await conn.execute(
                        text("SELECT value FROM settings WHERE key = 'virtual_printer_remote_interface_ip'")
                    )
                    row = result.fetchone()
                    old_remote_iface = row[0] if row else None

                    await conn.execute(
                        text("""
                            INSERT INTO virtual_printers
                                (name, enabled, mode, model, access_code, target_printer_id,
                                 bind_ip, remote_interface_ip, serial_suffix, position)
                            VALUES
                                (:name, :enabled, :mode, :model, :access_code, :target_id,
                                 NULL, :remote_iface, '391800001', 0)
                        """),
                        {
                            "name": "Bambuddy",
                            "enabled": old_enabled,
                            "mode": old_mode or "immediate",
                            "model": old_model,
                            "access_code": old_access_code,
                            "target_id": old_target_id,
                            "remote_iface": old_remote_iface,
                        },
                    )
    except (OperationalError, ProgrammingError, IntegrityError):
        pass  # Table may not exist yet on first run, or columns have different constraints

    # Migration: Add filament_overrides column to print_queue for filament override in model-based assignment
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN filament_overrides TEXT")

    # Migration: Add NFC reader and display control columns to spoolbuddy_devices
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN nfc_reader_type VARCHAR(20)")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN nfc_connection VARCHAR(20)")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN display_brightness INTEGER DEFAULT 100")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN display_blank_timeout INTEGER DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN has_backlight BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN last_calibrated_at DATETIME")

    # Migration: Add NFC tag write payload column to spoolbuddy_devices
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN pending_write_payload TEXT")

    # Migration: Add OTA update tracking columns to spoolbuddy_devices
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN update_status VARCHAR(20)")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN update_message VARCHAR(255)")

    # Migration: Persist SpoolBuddy backend URL and queued system payload
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN backend_url VARCHAR(255)")
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN pending_system_payload TEXT")

    # Migration: Add system_stats JSON blob column to spoolbuddy_devices
    await _safe_execute(conn, "ALTER TABLE spoolbuddy_devices ADD COLUMN system_stats TEXT")

    # Migration: Convert ams_labels table from (printer_id, ams_id) key to ams_serial_number key
    # Labels are now keyed by AMS serial number so they persist when the AMS is moved to another printer.
    # PostgreSQL gets the correct schema from create_all(), so skip this
    if is_sqlite():
        try:
            await conn.execute(text("DROP TABLE IF EXISTS ams_labels_new"))
            result = await conn.execute(text("SELECT sql FROM sqlite_master WHERE type='table' AND name='ams_labels'"))
            row = result.fetchone()
            if row and "printer_id" in (row[0] or ""):
                # Old schema: rebuild the table with ams_serial_number as the unique key.
                # Existing rows get a synthetic serial "p{printer_id}a{ams_id}" so data is preserved.
                await conn.execute(
                    text("""
                    CREATE TABLE ams_labels_new (
                        id INTEGER PRIMARY KEY,
                        ams_serial_number VARCHAR(50) NOT NULL,
                        ams_id INTEGER,
                        label VARCHAR(100) NOT NULL,
                        created_at DATETIME DEFAULT CURRENT_TIMESTAMP,
                        updated_at DATETIME DEFAULT CURRENT_TIMESTAMP,
                        CONSTRAINT uq_ams_label_serial UNIQUE (ams_serial_number)
                    )
                """)
                )
                await conn.execute(
                    text("""
                    INSERT INTO ams_labels_new (id, ams_serial_number, ams_id, label, created_at, updated_at)
                    SELECT id,
                           'p' || CAST(printer_id AS TEXT) || 'a' || CAST(ams_id AS TEXT),
                           ams_id,
                           label,
                           created_at,
                           updated_at
                    FROM ams_labels
                """)
                )
                await conn.execute(text("DROP TABLE ams_labels"))
                await conn.execute(text("ALTER TABLE ams_labels_new RENAME TO ams_labels"))
        except (OperationalError, ProgrammingError):
            pass  # Already migrated or table does not exist yet

    # Migration: Add auto_dispatch column to virtual_printers
    await _safe_execute(conn, "ALTER TABLE virtual_printers ADD COLUMN auto_dispatch BOOLEAN DEFAULT 1")

    # Migration: Fix VP model codes — convert legacy SSDP codes and display names to correct SSDP codes
    # Legacy codes (from multi-VP refactor) and display names (from proxy auto-inherit)
    vp_model_fixes = {
        "3DPrinter-X1-Carbon": "BL-P001",
        "3DPrinter-X1": "BL-P002",
        "X1C": "BL-P001",
        "X1": "BL-P002",
        "X1E": "C13",
        "P1P": "C11",
        "P1S": "C12",
        "P2S": "N7",
        "A1": "N2S",
        "A1 Mini": "N1",
        "H2D": "O1D",
        "H2C": "O1C",
        "H2S": "O1S",
    }
    for old_val, new_val in vp_model_fixes.items():
        await conn.execute(
            text("UPDATE virtual_printers SET model = :new WHERE model = :old"),
            {"old": old_val, "new": new_val},
        )
        await conn.execute(
            text("UPDATE settings SET value = :new WHERE key = 'virtual_printer_model' AND value = :old"),
            {"old": old_val, "new": new_val},
        )

    # Migration: Add per-user Bambu Cloud credential columns
    await _safe_execute(conn, "ALTER TABLE users ADD COLUMN cloud_token VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE users ADD COLUMN cloud_email VARCHAR(255)")

    # Cleanup: Remove obsolete settings keys that are no longer used
    obsolete_keys = ["slicer_binary_path"]
    for key in obsolete_keys:
        await conn.execute(text("DELETE FROM settings WHERE key = :key"), {"key": key})

    # Migration: Create user_email_preferences table for user-specific email notification settings
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("""
                CREATE TABLE IF NOT EXISTS user_email_preferences (
                    id INTEGER PRIMARY KEY,
                    user_id INTEGER NOT NULL UNIQUE REFERENCES users(id) ON DELETE CASCADE,
                    notify_print_start BOOLEAN NOT NULL DEFAULT 1,
                    notify_print_complete BOOLEAN NOT NULL DEFAULT 1,
                    notify_print_failed BOOLEAN NOT NULL DEFAULT 1,
                    notify_print_stopped BOOLEAN NOT NULL DEFAULT 1,
                    created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
                    updated_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
                )
            """)
            )
            await conn.execute(
                text("CREATE INDEX IF NOT EXISTS ix_user_email_preferences_user_id ON user_email_preferences(user_id)")
            )
    except (OperationalError, ProgrammingError):
        pass  # Already applied

    # Legacy migration: Add notify_print_stopped column (for any existing partial tables)
    try:
        async with conn.begin_nested():
            await conn.execute(
                text("ALTER TABLE user_email_preferences ADD COLUMN notify_print_stopped BOOLEAN NOT NULL DEFAULT 1")
            )
    except (OperationalError, ProgrammingError):
        pass  # Column already exists or table created with full schema

    # Migration: Add camera_rotation column to printers
    await _safe_execute(conn, "ALTER TABLE printers ADD COLUMN camera_rotation INTEGER DEFAULT 0")

    # Migration: Add REST/Webhook smart plug fields
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_on_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_on_body TEXT")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_off_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_off_body TEXT")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_method VARCHAR(10)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_headers TEXT")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_status_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_status_path VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_status_on_value VARCHAR(50)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_power_path VARCHAR(200)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_energy_path VARCHAR(200)")

    # Migration: Add separate REST power/energy URLs and multipliers
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_power_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_power_multiplier REAL DEFAULT 1.0")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_energy_url VARCHAR(500)")
    await _safe_execute(conn, "ALTER TABLE smart_plugs ADD COLUMN rest_energy_multiplier REAL DEFAULT 1.0")

    # Migration: Add batch_id column to print_queue for batch grouping
    try:
        async with conn.begin_nested():
            await conn.execute(
                text(
                    "ALTER TABLE print_queue ADD COLUMN batch_id INTEGER REFERENCES print_batches(id) ON DELETE SET NULL"
                )
            )
    except (OperationalError, ProgrammingError):
        pass

    # Migration: Shortest-job-first scheduling columns on print_queue
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN print_time_seconds INTEGER")
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN been_jumped BOOLEAN DEFAULT FALSE NOT NULL")

    # Migration: Auto-print G-code injection (#422)
    await _safe_execute(conn, "ALTER TABLE print_queue ADD COLUMN gcode_injection BOOLEAN DEFAULT FALSE NOT NULL")

    # Migration: Add backup_spools and backup_archives columns to github_backup_config
    await _safe_execute(conn, "ALTER TABLE github_backup_config ADD COLUMN backup_spools BOOLEAN DEFAULT 0")
    await _safe_execute(conn, "ALTER TABLE github_backup_config ADD COLUMN backup_archives BOOLEAN DEFAULT 0")

    # Migration: Widen columns where SQLite allowed data beyond the declared VARCHAR limit
    if not is_sqlite():
        await _safe_execute(conn, "ALTER TABLE api_keys ALTER COLUMN key_hash TYPE VARCHAR(255)")
        await _safe_execute(conn, "ALTER TABLE api_keys ALTER COLUMN key_prefix TYPE VARCHAR(20)")
        await _safe_execute(conn, "ALTER TABLE print_archives ALTER COLUMN filament_color TYPE VARCHAR(200)")

    # Migration: Create GIN index for full-text search on PostgreSQL
    # (SQLite uses FTS5 virtual table instead, set up above)
    if not is_sqlite():
        try:
            await conn.execute(
                text("""
                CREATE INDEX IF NOT EXISTS idx_archives_fulltext
                ON print_archives
                USING GIN (to_tsvector('simple',
                    COALESCE(print_name, '') || ' ' ||
                    COALESCE(filename, '') || ' ' ||
                    COALESCE(tags, '') || ' ' ||
                    COALESCE(notes, '') || ' ' ||
                    COALESCE(designer, '') || ' ' ||
                    COALESCE(filament_type, '')
                ))
            """)
            )
        except (OperationalError, ProgrammingError):
            pass  # Already applied

    # Migration: Normalize empty printer_ids [] to NULL (global access) on API keys
    # Previously both None and [] meant "all printers"; now [] means "no printers"
    await _safe_execute(conn, "UPDATE api_keys SET printer_ids = NULL WHERE printer_ids = '[]'")

    # Migration: Add auth_source column to users for LDAP support (#794)
    await _safe_execute(conn, "ALTER TABLE users ADD COLUMN auth_source VARCHAR(20) DEFAULT 'local' NOT NULL")

    # Migration: Make password_hash nullable for LDAP users (#794)
    if not is_sqlite():
        await _safe_execute(conn, "ALTER TABLE users ALTER COLUMN password_hash DROP NOT NULL")

    # Migration: Add energy_start_kwh to print_archives (#941)
    # Persists the smart plug lifetime counter captured at print start, so per-print
    # energy tracking survives a backend restart mid-print.
    await _safe_execute(conn, "ALTER TABLE print_archives ADD COLUMN energy_start_kwh REAL")

    # Migration: Create smart_plug_energy_snapshots table (#941)
    # Hourly snapshots of each plug's lifetime counter, so date-range queries in
    # "total consumption" energy mode can compute (last - first) deltas.
    await _safe_execute(
        conn,
        """
        CREATE TABLE IF NOT EXISTS smart_plug_energy_snapshots (
            id INTEGER PRIMARY KEY AUTOINCREMENT,
            plug_id INTEGER NOT NULL REFERENCES smart_plugs(id) ON DELETE CASCADE,
            recorded_at DATETIME NOT NULL,
            lifetime_kwh REAL NOT NULL
        )
        """
        if is_sqlite()
        else """
        CREATE TABLE IF NOT EXISTS smart_plug_energy_snapshots (
            id SERIAL PRIMARY KEY,
            plug_id INTEGER NOT NULL REFERENCES smart_plugs(id) ON DELETE CASCADE,
            recorded_at TIMESTAMP NOT NULL,
            lifetime_kwh REAL NOT NULL
        )
        """,
    )
    await _safe_execute(
        conn,
        "CREATE INDEX IF NOT EXISTS ix_plug_energy_snapshots_plug_time "
        "ON smart_plug_energy_snapshots(plug_id, recorded_at)",
    )

    # Seed default settings keys that must exist on fresh install
    default_settings = [
        ("advanced_auth_enabled", "false"),
        ("smtp_auth_enabled", "true"),
    ]
    for key, value in default_settings:
        try:
            if is_sqlite():
                await conn.execute(
                    text("INSERT OR IGNORE INTO settings (key, value) VALUES (:key, :value)"),
                    {"key": key, "value": value},
                )
            else:
                await conn.execute(
                    text("INSERT INTO settings (key, value) VALUES (:key, :value) ON CONFLICT (key) DO NOTHING"),
                    {"key": key, "value": value},
                )
        except (OperationalError, ProgrammingError):
            pass


async def seed_notification_templates():
    """Seed default notification templates if they don't exist."""
    from sqlalchemy import select

    from backend.app.models.notification_template import DEFAULT_TEMPLATES, NotificationTemplate

    async with async_session() as session:
        # Get existing template event types
        result = await session.execute(select(NotificationTemplate.event_type))
        existing_types = {row[0] for row in result.fetchall()}

        if not existing_types:
            # No templates exist - insert all defaults
            for template_data in DEFAULT_TEMPLATES:
                template = NotificationTemplate(
                    event_type=template_data["event_type"],
                    name=template_data["name"],
                    title_template=template_data["title_template"],
                    body_template=template_data["body_template"],
                    is_default=True,
                )
                session.add(template)
        else:
            # Templates exist - only add missing ones
            for template_data in DEFAULT_TEMPLATES:
                if template_data["event_type"] not in existing_types:
                    template = NotificationTemplate(
                        event_type=template_data["event_type"],
                        name=template_data["name"],
                        title_template=template_data["title_template"],
                        body_template=template_data["body_template"],
                        is_default=True,
                    )
                    session.add(template)

        await session.commit()


async def seed_default_groups():
    """Seed default groups and migrate existing users to appropriate groups.

    Creates the default system groups (Administrators, Operators, Viewers) if they
    don't exist, then migrates existing users:
    - Users with role='admin' -> Administrators group
    - Users with role='user' -> Operators group

    Also migrates old permissions to new ownership-based permissions (Issue #205).
    """
    import logging

    from sqlalchemy import select

    from backend.app.core.permissions import DEFAULT_GROUPS
    from backend.app.models.group import Group
    from backend.app.models.user import User

    logger = logging.getLogger(__name__)

    # Map old permissions to new ones for migration
    # Administrators get *_all permissions, Operators get *_own permissions
    PERMISSION_MIGRATION_ALL = {
        "queue:update": "queue:update_all",
        "queue:delete": "queue:delete_all",
        "archives:update": "archives:update_all",
        "archives:delete": "archives:delete_all",
        "archives:reprint": "archives:reprint_all",
        "library:update": "library:update_all",
        "library:delete": "library:delete_all",
    }

    PERMISSION_MIGRATION_OWN = {
        "queue:update": "queue:update_own",
        "queue:delete": "queue:delete_own",
        "archives:update": "archives:update_own",
        "archives:delete": "archives:delete_own",
        "archives:reprint": "archives:reprint_own",
        "library:update": "library:update_own",
        "library:delete": "library:delete_own",
    }

    async with async_session() as session:
        # Get existing groups
        result = await session.execute(select(Group))
        existing_groups = {group.name: group for group in result.scalars().all()}

        # Create default groups if they don't exist
        groups_created = []
        for group_name, group_config in DEFAULT_GROUPS.items():
            if group_name not in existing_groups:
                group = Group(
                    name=group_name,
                    description=group_config["description"],
                    permissions=group_config["permissions"],
                    is_system=group_config["is_system"],
                )
                session.add(group)
                groups_created.append(group_name)
                logger.info("Created default group: %s", group_name)
            else:
                # Migrate existing group's permissions from old to new format
                group = existing_groups[group_name]
                if group.permissions:
                    updated = False
                    new_permissions = list(group.permissions)

                    # Determine which migration map to use based on group
                    migration_map = (
                        PERMISSION_MIGRATION_ALL if group_name == "Administrators" else PERMISSION_MIGRATION_OWN
                    )

                    for old_perm, new_perm in migration_map.items():
                        if old_perm in new_permissions:
                            new_permissions.remove(old_perm)
                            if new_perm not in new_permissions:
                                new_permissions.append(new_perm)
                            updated = True
                            logger.info(
                                "Migrated permission '%s' to '%s' in group '%s'", old_perm, new_perm, group_name
                            )

                    # For Administrators, also ensure they get *_all permissions if they have any new *_own
                    if group_name == "Administrators":
                        for _own_perm, all_perm in [
                            ("queue:update_own", "queue:update_all"),
                            ("queue:delete_own", "queue:delete_all"),
                            ("archives:update_own", "archives:update_all"),
                            ("archives:delete_own", "archives:delete_all"),
                            ("archives:reprint_own", "archives:reprint_all"),
                            ("library:update_own", "library:update_all"),
                            ("library:delete_own", "library:delete_all"),
                        ]:
                            # Add *_all if not present
                            if all_perm not in new_permissions:
                                new_permissions.append(all_perm)
                                updated = True

                    if updated:
                        group.permissions = new_permissions

        await session.commit()

        # Migrate new permissions: grant printers:clear_plate to all groups with printers:control
        result = await session.execute(select(Group))
        all_groups = result.scalars().all()
        for group in all_groups:
            if (
                group.permissions
                and "printers:control" in group.permissions
                and "printers:clear_plate" not in group.permissions
            ):
                group.permissions = [*group.permissions, "printers:clear_plate"]
                logger.info("Added printers:clear_plate to group '%s' (has printers:control)", group.name)
        await session.commit()

        # Migrate existing users to groups if they're not already in any group
        if groups_created:
            # Refresh to get newly created groups
            admin_result = await session.execute(select(Group).where(Group.name == "Administrators"))
            admin_group = admin_result.scalar_one_or_none()

            operators_result = await session.execute(select(Group).where(Group.name == "Operators"))
            operators_group = operators_result.scalar_one_or_none()

            # Get all users
            users_result = await session.execute(select(User))
            users = users_result.scalars().all()

            for user in users:
                # Skip if user already has groups
                if user.groups:
                    continue

                if user.role == "admin" and admin_group:
                    user.groups.append(admin_group)
                    logger.info("Migrated admin user '%s' to Administrators group", user.username)
                elif operators_group:
                    user.groups.append(operators_group)
                    logger.info("Migrated user '%s' to Operators group", user.username)

            await session.commit()


async def seed_spool_catalog():
    """Seed the spool catalog with default entries if empty."""
    import logging

    from sqlalchemy import func, select

    from backend.app.core.catalog_defaults import DEFAULT_SPOOL_CATALOG
    from backend.app.models.spool_catalog import SpoolCatalogEntry

    logger = logging.getLogger(__name__)

    async with async_session() as session:
        result = await session.execute(select(func.count()).select_from(SpoolCatalogEntry))
        count = result.scalar() or 0
        if count > 0:
            return  # Already seeded

        for name, weight in DEFAULT_SPOOL_CATALOG:
            session.add(SpoolCatalogEntry(name=name, weight=weight, is_default=True))
        await session.commit()
        logger.info("Seeded %d default spool catalog entries", len(DEFAULT_SPOOL_CATALOG))


async def seed_color_catalog():
    """Seed the color catalog with default entries if empty."""
    import logging

    from sqlalchemy import func, select

    from backend.app.core.catalog_defaults import DEFAULT_COLOR_CATALOG
    from backend.app.models.color_catalog import ColorCatalogEntry

    logger = logging.getLogger(__name__)

    async with async_session() as session:
        result = await session.execute(select(func.count()).select_from(ColorCatalogEntry))
        count = result.scalar() or 0
        if count > 0:
            return  # Already seeded

        for manufacturer, color_name, hex_color, material in DEFAULT_COLOR_CATALOG:
            session.add(
                ColorCatalogEntry(
                    manufacturer=manufacturer,
                    color_name=color_name,
                    hex_color=hex_color,
                    material=material,
                    is_default=True,
                )
            )
        await session.commit()
        logger.info("Seeded %d default color catalog entries", len(DEFAULT_COLOR_CATALOG))