wrolpi/modules/videos/lib.py

import contextlib
import dataclasses
import html
import json
import pathlib
import re
from dataclasses import dataclass, field
from datetime import datetime
from typing import Generator, Type, List
from typing import Tuple, Optional

import pytz
from sqlalchemy.orm import Session
from yt_dlp import YoutubeDL

from modules.videos.models import Video
from wrolpi import dates, flags
from wrolpi.captions import extract_captions
from wrolpi.common import ConfigFile, extract_domain, logger, \
    escape_file_name, get_media_directory, background_task, Base, get_wrolpi_config, trim_file_name
from wrolpi.dates import Seconds, from_timestamp
from wrolpi.db import get_db_curs, get_db_session, session_curs
from wrolpi.downloader import Download, download_manager
from wrolpi.errors import UnknownDirectory
from wrolpi.events import Events
from wrolpi.files.lib import split_path_stem_and_suffix
from wrolpi.switches import register_switch_handler, ActivateSwitchMethod
from wrolpi.vars import YTDLP_CACHE_DIR, PYTEST
from .common import is_valid_poster, convert_image, \
    generate_video_poster, ConfigError, \
    extract_video_duration, ffprobe_json_sync, read_ffprobe_json_file, write_ffprobe_json_file
from .cookies import cookies_unlocked, cookies_for_download
from .errors import UnknownChannel
from .models import Channel

logger = logger.getChild(__name__)

DEFAULT_DOWNLOAD_FREQUENCY = Seconds.week

REQUIRED_OPTIONS = ['name', 'directory']

@dataclasses.dataclass
class VideoInfoJSON:
    channel_source_id: str | None = None
    channel_url: str | None = None
    duration: int | None = None
    epoch: int | None = None
    timestamp: datetime | None = None
    title: str | None = None
    upload_date: datetime | None = None
    url: str | None = None
    view_count: int | None = None


def extract_video_info_json(video: Video) -> VideoInfoJSON:
    """
    Parse the Video's info json file, return the relevant data.
    """
    video_info_json = VideoInfoJSON()
    if info_json := video.get_info_json():
        # A title the user set (Edit > Edit) is kept apart from yt-dlp's keys, and wins.
        wrolpi_section = info_json.get('wrolpi') or dict()
        title = wrolpi_section.get('custom_title') or info_json.get('fulltitle') or info_json.get('title')
        video_info_json.title = html.unescape(title) if title else None

        upload_date = dates.strpdate(i) if (i := info_json.get('upload_date')) else None
        if upload_date:
            upload_date = upload_date.astimezone(pytz.UTC)
        timestamp = None
        try:
            timestamp = dates.from_timestamp(info_json['timestamp']) if info_json.get('timestamp') else None
        except Exception:
            pass

        video_info_json.channel_source_id = info_json.get('channel_id') or info_json.get('uploader_id') or None
        video_info_json.channel_url = info_json.get('channel_url') or info_json.get('uploader_url') or None
        video_info_json.duration = int(i) if (i := info_json.get('duration')) else None
        video_info_json.epoch = int(i) if (i := info_json.get('epoch')) else None
        video_info_json.timestamp = timestamp
        video_info_json.upload_date = upload_date
        video_info_json.url = info_json.get('webpage_url') or info_json.get('url') or None
        video_info_json.view_count = int(i) if (i := info_json.get('view_count')) else None

    return video_info_json


EXTRACT_SUBTITLES = False


def validate_video(session: Session, video: Video, channel_generate_poster: bool):
    """
    Validate a single video.

    A Video is validated when we have attempted to find its: title, duration, view_count, url, caption, size, and
    channel.

    A Video is also valid when it has a JPEG poster, if any.  If no poster can be
    found, it will be generated from the video file.
    """
    json_published_datetime = None

    if video.info_json_path:
        # These properties can be found in the info json.
        video_info_json = extract_video_info_json(video)
        video.file_group.title = video_info_json.title
        video.file_group.length = video_info_json.duration
        video.file_group.url = video_info_json.url
        json_published_datetime = video.file_group.published_datetime = (
                video_info_json.timestamp  # The exact second the video was published.
                or video_info_json.upload_date  # The day the video was published.
                or video.file_group.published_datetime
        )
        video.file_group.download_datetime = from_timestamp(video_info_json.epoch) if video_info_json.epoch else None
        # View count will probably be overwritten by more recent data when this Video's Channel is
        # updated.
        video.view_count = video.view_count or video_info_json.view_count

        if video_info_json.channel_source_id or video_info_json.channel_url:
            from modules.videos.channel.lib import get_channel
            try:
                if channel := get_channel(
                        session,
                        source_id=video_info_json.channel_source_id,
                        url=video_info_json.channel_url,
                        directory=video.video_path.parent,
                        return_dict=False,
                ):
                    video.channel_id = channel.id
            except UnknownChannel:
                pass

    video_path = video.video_path
    if not video_path:
        logger.error(f'{video} does not have video_path!')

    if video_path and (not video.file_group.title or not video.file_group.published_datetime or not video.source_id):
        # Video is missing things that can be extracted from the video file name.
        # These are the least trusted, so anything already on the video should be trusted.
        _, published_date, source_id, title = parse_video_file_name(video_path)
        published_date = published_date or video.file_group.published_datetime
        if published_date and isinstance(published_date, str):
            published_date = dates.strpdate(published_date)
            if not published_date.tzinfo:
                published_date = published_date.astimezone(pytz.UTC)
        video.file_group.title = video.file_group.title or html.unescape(title)
        # Trust info json upload_date before file name datetime.
        video.file_group.published_datetime = json_published_datetime or published_date
        video.source_id = video.source_id or source_id

    is_audio = video.file_group.mimetype and video.file_group.mimetype.startswith('audio/')
    if channel_generate_poster and not is_audio:
        # Try to convert/generate, but keep the old poster if those fail.
        new_poster_path, duration = convert_or_generate_poster(video) or video.poster_path
        if new_poster_path:
            # Poster was created/updated.
            video.file_group.append_files(new_poster_path)
        if duration:
            video.file_group.length = duration

    if video_path and not video.ffprobe_json:
        # Extract ffprobe data if not already present (e.g., from .ffprobe.json cache file)
        ffprobe_path = video.ffprobe_json_path

        # Try to read from cache file first
        if ffprobe_path and ffprobe_path.is_file():
            video.ffprobe_json = read_ffprobe_json_file(ffprobe_path)

        # If still no data, run ffprobe
        if not video.ffprobe_json:
            try:
                video.ffprobe_json = ffprobe_json_sync(video_path)
                # Write cache file if enabled
                if ffprobe_path and get_wrolpi_config().save_ffprobe_json:
                    try:
                        write_ffprobe_json_file(ffprobe_path, video.ffprobe_json)
                        video.file_group.append_files(ffprobe_path)
                    except IOError as e:
                        logger.warning(f'Failed to write ffprobe json cache file {ffprobe_path}', exc_info=e)
            except Exception as e:
                logger.warning(f'Failed to extract ffprobe data for {video}', exc_info=e)

    # Extract duration from ffprobe data
    if video_path and not video.file_group.length:
        if video.ffprobe_json:
            if duration := video.ffprobe_json['format'].get('duration'):
                video.file_group.length = float(duration)
            elif (video_streams := video.get_streams_by_codec_type('video')) and 'duration' in video_streams[0]:
                video.file_group.length = float(video_streams[0]['duration'])
        else:
            # Fallback if ffprobe extraction failed
            video.file_group.length = extract_video_duration(video_path)

    if video_path and not video.caption_paths and video.file_group.d_text and not EXTRACT_SUBTITLES:
        # Caption file was deleted, clear out old captions.
        video.file_group.d_text = None
    elif video_path and not video.file_group.d_text and EXTRACT_SUBTITLES:
        # Captions were not found, extract them from the video.
        video.file_group.d_text = extract_captions(video_path)
    elif video_path and video.caption_paths and not video.file_group.d_text:
        video.file_group.d_text = video.get_caption_text()


def convert_or_generate_poster(video: Video) -> Tuple[Optional[pathlib.Path], Optional[int]]:
    """
    If a Video has a poster, but the poster is invalid, convert it.  If a Video has no poster, generate one from the
    video file.

    Returns None if the poster was not converted, and not generated.
    """
    video_path = video.video_path
    # Modification/generation of poster is enabled for this channel.
    if video.poster_path:
        # Check that the poster is a more universally supported JPEG.
        old: pathlib.Path = video.poster_path
        new = old.with_suffix('.jpg')

        if old != new and new.exists():
            # Destination JPEG already exists (it may have the wrong format).
            old.unlink()
            old = new

        if not is_valid_poster(old):
            # Poster is not valid, convert it and place it in the new location.
            try:
                convert_image(old, new)
                if not new.is_file() or not new.stat().st_size:
                    raise FileNotFoundError(f'Failed to convert poster: {new}')
                logger.info(f'Converted invalid poster {repr(str(old))} to {repr(str(new))}')
                return new, None
            except Exception as e:
                logger.error(f'Failed to convert invalid poster {old} to {new}', exc_info=e)
                return None, None

    if not video.poster_path:
        # Video poster was not discovered, or converted.  Let's generate it.
        try:
            poster_path, duration = generate_video_poster(video_path)
            logger.debug(f'Generated poster for {video}')
            return poster_path, duration
        except Exception as e:
            logger.error(f'Failed to generate poster for {video}', exc_info=e)

    return None, None


@dataclass
class ChannelDictValidator:
    name: str
    directory: str
    download_frequency: int = 604800  # Default to weekly
    url: str = None


@dataclass
class ChannelsConfigValidator:
    version: int = None
    channels: list[ChannelDictValidator] = dataclasses.field(default_factory=list)


class ChannelsConfig(ConfigFile):
    file_name = 'channels.yaml'
    default_config = dict(
        channels=[dict(
            name='WROLPi',
            url='https://www.youtube.com/channel/UC4t8bw1besFTyjW7ZBCOIrw/videos',
            directory='videos/wrolpi',
            download_frequency=604800,
        )],
        version=0,
    )
    validator = ChannelsConfigValidator

    @property
    def channels(self) -> dict:
        return self._config['channels']

    @channels.setter
    def channels(self, value: dict):
        self.update({'channels': value})

    def import_config(self, file: pathlib.Path = None, send_events=False):
        """Import channels from config file into database using batch operations."""
        file = file or self.get_file()

        # If config file doesn't exist, mark import as successful (nothing to import)
        if not file.is_file():
            channel_import_logger.info('No channels config file, skipping import')
            self.successful_import = True
            return

        super().import_config()
        try:
            channels = self.channels
            # Empty channels list = never delete DB records
            if not channels:
                channel_import_logger.info('No channels in config, preserving existing DB channels')
                self.successful_import = True
                return

            channel_directories = [i['directory'] for i in channels]
            if len(channel_directories) != len(set(channel_directories)):
                raise RuntimeError('Refusing to import channels config because it contains duplicate directories!')

            # Validate all channels have required options
            for data in channels:
                directory = get_media_directory() / data['directory']
                for option in (i for i in REQUIRED_OPTIONS if i not in data):
                    raise ConfigError(f'Channel "{directory}" is required to have "{option}"')

            updated_channel_ids = set()

            with get_db_session(commit=True) as session:
                # Prepare data with kind='channel' for all entries
                channel_data_list = []
                for data in channels:
                    data = data.copy()
                    data['kind'] = 'channel'
                    channel_data_list.append(data)

                # Batch create/update Collections
                from wrolpi.collections import Collection
                collections = Collection.batch_from_config(session, channel_data_list)

                # Pre-fetch existing Channels by collection_id in ONE query
                collection_ids = [c.id for c in collections]
                existing_channels_list = session.query(Channel).filter(
                    Channel.collection_id.in_(collection_ids)
                ).all()
                existing_channels = {ch.collection_id: ch for ch in existing_channels_list}

                # Pre-fetch all tags for channel update in ONE query
                tag_names = {d.get('tag_name') for d in channels if d.get('tag_name')}
                tags_by_name = {}
                if tag_names:
                    from wrolpi.tags import Tag
                    tags = session.query(Tag).filter(Tag.name.in_(tag_names)).all()
                    tags_by_name = {t.name: t for t in tags}

                # Pre-fetch existing downloads for update in ONE query
                download_urls = set()
                for data in channels:
                    for dl in data.get('downloads', []):
                        if isinstance(dl, dict):
                            download_urls.add(dl['url'])
                existing_downloads = {}
                if download_urls:
                    from wrolpi.downloader import Download
                    downloads = session.query(Download).filter(Download.url.in_(download_urls)).all()
                    existing_downloads = {d.url: d for d in downloads}

                # Process channels
                new_channels = []
                for collection, data in zip(collections, channel_data_list):
                    channel = existing_channels.get(collection.id)

                    if not channel:
                        # Create new Channel
                        channel = Channel(
                            collection_id=collection.id,
                            url=data.get('url'),
                            source_id=data.get('source_id'),
                        )
                        new_channels.append(channel)
                        existing_channels[collection.id] = channel

                # Batch add new channels
                if new_channels:
                    session.add_all(new_channels)
                    session.flush()

                # Now update all channels (both new and existing)
                for collection, data in zip(collections, channel_data_list):
                    channel = existing_channels[collection.id]
                    # Call batch_update with pre-fetched data
                    channel.batch_update(data, tags_by_name, existing_downloads)
                    updated_channel_ids.add(channel.id)

                    # Background task for missing source_id
                    if not channel.source_id and channel.url and flags.have_internet.is_set():
                        if download_manager.can_download and channel.download_missing_data:
                            channel_import_logger.info(f'Fetching channel source id for {channel}')
                            background_task(fetch_channel_source_id(channel.id))

                    channel_import_logger.debug(f'Updated {repr(channel.name)}'
                                                f' url={channel.url}'
                                                f' source_id={channel.source_id}'
                                                f' directory={channel.directory}'
                                                )

            with get_db_session(commit=True) as session:
                # Delete any Channels that were deleted from the config, along with their Collections.
                orphaned_collection_ids = []
                for channel in session.query(Channel):
                    if channel.id not in updated_channel_ids:
                        logger.warning(f'Deleting {channel} because it is not in the config.')
                        orphaned_collection_ids.append(channel.collection_id)
                        channel.delete_with_videos()

                # Delete orphaned Collections (kind='channel') that no longer have a Channel.
                # This prevents Collections from appearing in the UI with null channel_id.
                from wrolpi.collections import Collection
                for collection_id in orphaned_collection_ids:
                    collection = session.query(Collection).filter_by(id=collection_id).one_or_none()
                    if collection:
                        logger.warning(f'Deleting orphaned Collection {collection.name} (id={collection.id})')
                        session.delete(collection)

            # Also clean up any pre-existing orphaned Collections (kind='channel')
            # that have no associated Channel. This handles orphans created before
            # this cleanup logic was added.
            with get_db_session(commit=True) as session:
                from wrolpi.collections import Collection
                # Find all Collections with kind='channel' that no Channel references
                orphaned_collections = session.query(Collection).outerjoin(
                    Channel, Channel.collection_id == Collection.id
                ).filter(
                    Collection.kind == 'channel',
                    Channel.id.is_(None)
                ).all()

                for collection in orphaned_collections:
                    logger.warning(f'Deleting pre-existing orphaned Collection {collection.name} (id={collection.id})')
                    session.delete(collection)

            # Assign Videos to Channels using bulk SQL
            from modules.videos import claim_videos_for_channels
            claim_videos_for_channels(list(updated_channel_ids))

            # Create any missing Downloads. Associate Downloads with any necessary Channels.
            with get_db_session() as session:
                link_channel_and_downloads(session)

            self.successful_import = True
        except Exception as e:
            self.successful_import = False
            message = f'Failed to import {self.get_relative_file()} config!'
            if send_events:
                channel_import_logger.warning(message, exc_info=e)
                Events.send_config_import_failed(message)
            raise

    def dump_config(self, file: pathlib.Path = None, send_events=False, overwrite=False):
        """Dump all channels from database to config file."""
        from wrolpi.collections import Collection
        channel_import_logger.info('Dumping channels to config')

        with get_db_session() as session:
            # Get all channels, ordered by collection name
            channels = session.query(Channel).join(Collection).order_by(Collection.name).all()

            # Use config_view to export each channel
            channels_data = [channel.config_view() for channel in channels]

            self._config['channels'] = channels_data

        channel_import_logger.info(f'Dumping {len(channels_data)} channels to config')
        self.save(file, send_events, overwrite)

    def preview_backup_import(self, backup_date: str, mode: str) -> dict:
        backup_file = self._get_backup_file(backup_date)
        backup_data = self.read_config_file(backup_file)
        current_data = self.read_config_file() if self.get_file().is_file() else dict(channels=[], version=0)

        backup_channels = backup_data.get('channels', [])
        current_channels = current_data.get('channels', [])

        current_dirs = {ch.get('directory') for ch in current_channels if ch.get('directory')}
        backup_dirs = {ch.get('directory') for ch in backup_channels if ch.get('directory')}

        add = []
        remove = []
        unchanged = 0

        for ch in backup_channels:
            d = ch.get('directory')
            if d and d not in current_dirs:
                add.append(dict(type='channel', name=ch.get('name', ''), directory=d))
            elif d:
                unchanged += 1
        if mode == 'overwrite':
            backup_dir_to_name = {ch.get('directory'): ch.get('name', '') for ch in current_channels}
            for d in sorted(current_dirs - backup_dirs):
                remove.append(dict(type='channel', name=backup_dir_to_name.get(d, ''), directory=d))

        return dict(mode=mode, add=add, remove=remove, unchanged=unchanged)

    def import_backup(self, backup_date: str, mode: str, send_events: bool = False):
        self._preserve_current_config()
        import shutil
        backup_file = self._get_backup_file(backup_date)
        config_file = self.get_file()

        if mode == 'overwrite':
            config_file.parent.mkdir(parents=True, exist_ok=True)
            shutil.copy2(backup_file, config_file)
        elif mode == 'merge':
            backup_data = self.read_config_file(backup_file)
            current_data = self.read_config_file() if config_file.is_file() else dict(channels=[], version=0)

            current_dirs = {ch.get('directory') for ch in current_data.get('channels', []) if ch.get('directory')}
            merged_channels = list(current_data.get('channels', []))
            for ch in backup_data.get('channels', []):
                if ch.get('directory') and ch['directory'] not in current_dirs:
                    merged_channels.append(ch)

            merged_data = dict(
                channels=merged_channels,
                version=current_data.get('version', 0) + 1,
            )
            config_file.parent.mkdir(parents=True, exist_ok=True)
            self.write_config_data(merged_data, config_file)

        self.import_config(send_events=send_events)


CHANNELS_CONFIG: ChannelsConfig = ChannelsConfig()
TEST_CHANNELS_CONFIG: ChannelsConfig = None


def get_channels_config() -> ChannelsConfig:
    global TEST_CHANNELS_CONFIG
    if PYTEST and not TEST_CHANNELS_CONFIG:
        logger.warning('Test did not initialize the channels config')
        return

    if TEST_CHANNELS_CONFIG:
        return TEST_CHANNELS_CONFIG

    global CHANNELS_CONFIG
    return CHANNELS_CONFIG


@contextlib.contextmanager
def set_test_channels_config():
    global TEST_CHANNELS_CONFIG
    TEST_CHANNELS_CONFIG = ChannelsConfig()
    TEST_CHANNELS_CONFIG.initialize()
    yield TEST_CHANNELS_CONFIG
    TEST_CHANNELS_CONFIG = None


@dataclass
class VideoDownloaderConfigYtDlpOptionsValidator:
    continue_dl: bool
    file_name_format: str
    nooverwrites: bool
    quiet: bool
    merge_output_format: str
    writeautomaticsub: bool
    writeinfojson: bool
    writesubtitles: bool
    writethumbnail: bool
    youtube_include_dash_manifest: bool

    def __post_init__(self):
        from modules.videos.downloader import preview_filename
        try:
            preview_filename(self.file_name_format)
        except Exception as e:
            raise ValueError(f'file_name_format is invalid: {str(e)}')


@dataclass
class VideoDownloaderConfigValidator:
    video_resolutions: List[str] = field(default_factory=lambda: ['1080p', '720p', '480p', 'maximum'])
    version: int = None
    yt_dlp_options: VideoDownloaderConfigYtDlpOptionsValidator = field(default_factory=dict)
    yt_dlp_extra_args: str = ''
    download_missing_video_comments: bool = False
    user_agent: str = ''
    sleep_requests: float = 0.75
    audio_only: bool = False
    audio_format: str = 'mp3'
    video_codecs: List[str] = field(default_factory=list)
    audio_codecs: List[str] = field(default_factory=list)
    transcode: bool = False
    strict_codecs: bool = False

    def __post_init__(self):
        allowed_fields = {i.name for i in dataclasses.fields(VideoDownloaderConfigYtDlpOptionsValidator)}
        yt_dlp_options = {k: v for k, v in dict(self.yt_dlp_options).items() if k in allowed_fields}
        VideoDownloaderConfigYtDlpOptionsValidator(**yt_dlp_options)
        self.yt_dlp_options = yt_dlp_options


class VideoDownloaderConfig(ConfigFile):
    file_name = 'videos_downloader.yaml'
    default_config = dict(
        video_resolutions=['1080p', '720p', '480p', 'maximum'],
        version=0,
        yt_dlp_options=dict(
            continue_dl=True,
            file_name_format='%(uploader)s_%(upload_date)s_%(id)s_%(title)s.%(ext)s',
            merge_output_format='mp4',
            nooverwrites=True,
            quiet=False,
            writeautomaticsub=True,
            writeinfojson=True,
            writesubtitles=True,
            writethumbnail=True,
            youtube_include_dash_manifest=False,
        ),
        yt_dlp_extra_args='',
        download_missing_video_comments=False,
        user_agent='',
        sleep_requests=0.75,
        audio_only=False,
        audio_format='mp3',
        video_codecs=[],
        audio_codecs=[],
        transcode=False,
        strict_codecs=False,
    )
    validator = VideoDownloaderConfigValidator

    @property
    def continue_dl(self) -> bool:
        return self._config['yt_dlp_options']['continue_dl']

    @property
    def video_resolutions(self) -> List[str]:
        return self._config['video_resolutions']

    @video_resolutions.setter
    def video_resolutions(self, value: List[str]):
        self.update({'video_resolutions': value})

    @property
    def file_name_format(self) -> str:
        return self._config['yt_dlp_options']['file_name_format']

    @property
    def nooverwrites(self) -> bool:
        return self._config['yt_dlp_options']['nooverwrites']

    @property
    def merge_output_format(self) -> str:
        return self._config['yt_dlp_options']['merge_output_format']

    @property
    def video_format(self) -> str:
        """Alias for merge_output_format, matching the name used in Download.settings."""
        return self.merge_output_format

    @property
    def quiet(self) -> bool:
        return self._config['yt_dlp_options']['quiet']

    @property
    def writeautomaticsub(self) -> bool:
        return self._config['yt_dlp_options']['writeautomaticsub']

    @property
    def writeinfojson(self) -> bool:
        return self._config['yt_dlp_options']['writeinfojson']

    @property
    def writesubtitles(self) -> bool:
        return self._config['yt_dlp_options']['writesubtitles']

    @property
    def writethumbnail(self) -> bool:
        return self._config['yt_dlp_options']['writethumbnail']

    @property
    def youtube_include_dash_manifest(self) -> bool:
        return self._config['yt_dlp_options']['youtube_include_dash_manifest']

    @property
    def yt_dlp_options(self) -> dict:
        return self._config['yt_dlp_options']

    @yt_dlp_options.setter
    def yt_dlp_options(self, value: dict):
        self.update({'yt_dlp_options': value})

    @property
    def yt_dlp_extra_args(self) -> str:
        return self._config['yt_dlp_extra_args']

    @yt_dlp_extra_args.setter
    def yt_dlp_extra_args(self, value: str):
        self.update({**self._config, 'yt_dlp_extra_args': value})

    @property
    def download_missing_video_comments(self) -> bool:
        return self._config['download_missing_video_comments']

    @download_missing_video_comments.setter
    def download_missing_video_comments(self, value: bool):
        self.update({**self._config, 'download_missing_video_comments': value})

    @property
    def user_agent(self) -> str:
        return self._config.get('user_agent', '')

    @user_agent.setter
    def user_agent(self, value: str):
        self.update({**self._config, 'user_agent': value})

    @property
    def sleep_requests(self) -> float:
        try:
            return float(self._config.get('sleep_requests', 0.75))
        except (TypeError, ValueError):
            return 0.75

    @sleep_requests.setter
    def sleep_requests(self, value: float):
        self.update({**self._config, 'sleep_requests': value})

    @property
    def audio_only(self) -> bool:
        return self._config.get('audio_only', False)

    @audio_only.setter
    def audio_only(self, value: bool):
        self.update({**self._config, 'audio_only': value})

    @property
    def audio_format(self) -> str:
        return self._config.get('audio_format', 'mp3')

    @audio_format.setter
    def audio_format(self, value: str):
        self.update({**self._config, 'audio_format': value})

    @property
    def video_codecs(self) -> List[str]:
        return self._config.get('video_codecs', [])

    @video_codecs.setter
    def video_codecs(self, value: List[str]):
        self.update({**self._config, 'video_codecs': value})

    @property
    def audio_codecs(self) -> List[str]:
        return self._config.get('audio_codecs', [])

    @audio_codecs.setter
    def audio_codecs(self, value: List[str]):
        self.update({**self._config, 'audio_codecs': value})

    @property
    def transcode(self) -> bool:
        return self._config.get('transcode', False)

    @transcode.setter
    def transcode(self, value: bool):
        self.update({**self._config, 'transcode': value})

    @property
    def strict_codecs(self) -> bool:
        return self._config.get('strict_codecs', False)

    @strict_codecs.setter
    def strict_codecs(self, value: bool):
        self.update({**self._config, 'strict_codecs': value})

    def import_config(self, file: pathlib.Path = None, send_events=False):
        super().import_config(file, send_events)
        self.successful_import = True


VIDEOS_DOWNLOADER_CONFIG: VideoDownloaderConfig = VideoDownloaderConfig()
TEST_VIDEOS_DOWNLOADER_CONFIG: VideoDownloaderConfig = None


def get_videos_downloader_config() -> VideoDownloaderConfig:
    global TEST_VIDEOS_DOWNLOADER_CONFIG
    if isinstance(TEST_VIDEOS_DOWNLOADER_CONFIG, VideoDownloaderConfig):
        return TEST_VIDEOS_DOWNLOADER_CONFIG

    global VIDEOS_DOWNLOADER_CONFIG
    return VIDEOS_DOWNLOADER_CONFIG


def set_test_downloader_config(enabled: bool):
    global TEST_VIDEOS_DOWNLOADER_CONFIG
    TEST_VIDEOS_DOWNLOADER_CONFIG = VideoDownloaderConfig() if enabled else None


# Names of settings that can be overridden at channel/RSS or video level.
# Actual default values come from VideoDownloaderConfig.
INHERITABLE_VIDEO_SETTINGS = {
    'video_resolutions', 'video_format', 'writesubtitles', 'writeautomaticsub',
    'writethumbnail', 'writeinfojson', 'yt_dlp_extra_args', 'sleep_requests',
    'user_agent', 'continue_dl', 'nooverwrites', 'audio_only', 'audio_format',
    'video_codecs', 'audio_codecs', 'transcode', 'strict_codecs',
}

# Subset of inheritable settings allowed at channel/RSS level.
# continue_dl and nooverwrites are global+video only.
CHANNEL_INHERITABLE_SETTINGS = INHERITABLE_VIDEO_SETTINGS - {'continue_dl', 'nooverwrites'}


def _extract_global_inheritable(config: VideoDownloaderConfig) -> dict:
    """Read current global config values for all inheritable settings, flattened."""
    return {
        'video_resolutions': config.video_resolutions,
        'video_format': config.merge_output_format,
        'writesubtitles': config.writesubtitles,
        'writeautomaticsub': config.writeautomaticsub,
        'writethumbnail': config.writethumbnail,
        'writeinfojson': config.writeinfojson,
        'yt_dlp_extra_args': config.yt_dlp_extra_args,
        'sleep_requests': config.sleep_requests,
        'user_agent': config.user_agent,
        'continue_dl': config.continue_dl,
        'nooverwrites': config.nooverwrites,
        'audio_only': config.audio_only,
        'audio_format': config.audio_format,
        'video_codecs': config.video_codecs,
        'audio_codecs': config.audio_codecs,
        'transcode': config.transcode,
        'strict_codecs': config.strict_codecs,
    }


def get_effective_video_settings(download_settings: dict = None) -> dict:
    """Merge global defaults with download-level overrides.

    At download time: effective = {**global, **download_settings}
    Only inheritable keys present in download_settings override the global value.
    """
    config = get_videos_downloader_config()
    effective = _extract_global_inheritable(config)
    if download_settings:
        for key in INHERITABLE_VIDEO_SETTINGS:
            if key in download_settings:
                effective[key] = download_settings[key]

    # Safety net for already-persisted downloads that may contain string values
    # for numeric settings (from before the DownloadSettings coercion fix).
    # This is the single chokepoint so downstream code can assume correct types.
    if effective.get('sleep_requests') not in (None, ''):
        try:
            effective['sleep_requests'] = float(effective['sleep_requests'])
        except (TypeError, ValueError):
            # Remove corrupt value so the global config default (already populated
            # earlier via _extract_global_inheritable) takes effect.
            del effective['sleep_requests']
    return effective


def get_yt_dlp_http_headers() -> dict:
    """Get HTTP headers for yt-dlp, including user-agent if configured.

    This should be used when cookies are being used to ensure the user-agent
    matches the browser that exported the cookies."""
    config = get_videos_downloader_config()
    if config.user_agent:
        return {'User-Agent': config.user_agent}
    return {}


def get_yt_dlp_sleep_opts() -> dict:
    """Get sleep options for yt-dlp to avoid rate limiting.

    This adds a delay between HTTP requests during metadata extraction,
    helping avoid bot detection. Does not affect video file download speed."""
    config = get_videos_downloader_config()
    try:
        if float(config.sleep_requests) > 0:
            return {'sleep_requests': config.sleep_requests}
    except (TypeError, ValueError):
        pass
    return {}


def get_channels_config_from_db(session: Session) -> dict:
    """Create a dictionary that contains all the Channels from the DB."""
    from wrolpi.collections import Collection
    channels = session.query(Channel).join(Collection).order_by(Collection.directory).all()
    channels = sorted((i.config_view() for i in channels), key=lambda i: i['directory'] if i['directory'] else '')
    return dict(channels=channels)


@register_switch_handler('save_channels_config')
def save_channels_config():
    """Get the Channel information from the DB, save it to the config."""
    with get_db_session() as session:
        config = get_channels_config_from_db(session)
        channels_config = get_channels_config()

    if PYTEST and not channels_config:
        logger.warning('Refusing to save channels config because test did not initialize a test config!')
        return

    if not config.get('channels') and channels_config.channels:
        logger.warning('Refusing to save empty channels config because channels exist in the config file!')
        return

    channels_config.update(config)
    logger.info('save_channels_config completed')


save_channels_config: ActivateSwitchMethod

channel_import_logger = logger.getChild('channel_import')


async def fetch_channel_source_id(channel_id: int):
    # If we can download from a channel, we must have its source_id.
    try:
        with get_db_session() as session:
            from modules.videos.channel.lib import get_channel
            channel = Channel.find_by_id(session, channel_id)

            channel.source_id = channel.source_id or get_channel_source_id(channel.url)
            if not channel.source_id:
                channel_import_logger.warning(f'Unable to fetch source_id for {channel.url}')
            else:
                session.commit()
                save_channels_config.activate_switch()
    except Exception as e:
        logger.error(f'Failed to get Channel source id of id={channel_id}', exc_info=e)


def import_channels_config():
    """Import channel settings to the DB.  Existing channels will be updated."""
    if PYTEST and not get_channels_config():
        logger.warning('Skipping import_channels_config for this test')
        return

    channel_import_logger.info('Importing channels config')
    get_channels_config().import_config()
    channel_import_logger.info('Importing channels config completed')


def link_channel_and_downloads(session: Session, channel_: Type[Base] = Channel, download_: Type[Base] = Download):
    """Associate any Download related to a Channel via its Collection.

    Downloads are linked to Collections (via collection_id) rather than directly to Channels.
    This function finds Channels and links their Downloads to the Channel's Collection.
    """

    def get_destination(d):
        """Get destination from download.destination column or settings['destination']."""
        if d.destination:
            return str(d.destination)
        return (d.settings or dict()).get('destination')

    # Only Downloads with a frequency can be a Collection Download.
    downloads = list(session.query(download_).filter(download_.frequency.isnot(None)).all())
    # Download.url is unique and cannot be null.
    downloads_by_url = {i.url: i for i in downloads}
    # Many Downloads may share the same destination (from either column or settings).
    downloads_with_destination = [(d, get_destination(d)) for d in downloads if get_destination(d)]
    channels = session.query(channel_).all()

    need_commit = False
    for channel in channels:
        directory = str(channel.directory)
        for download, destination in downloads_with_destination:
            if destination == directory and not download.collection_id:
                download.collection_id = channel.collection_id
                need_commit = True

        download = downloads_by_url.get(channel.url)
        if download and not download.collection_id:
            download.collection_id = channel.collection_id
            need_commit = True

        # Get any Downloads for a Channel's RSS feed.
        rss_url = channel.get_rss_url()
        if rss_url and (download := downloads_by_url.get(rss_url)):
            if not download.collection_id:
                download.collection_id = channel.collection_id
                need_commit = True

    # Associate any Download which shares a Channel's URL.
    for download in downloads:
        channel = channel_.get_by_url(session, download.url)
        if channel and not download.collection_id:
            download.collection_id = channel.collection_id
            need_commit = True

    # Associate any Download which has info_json channel_id matching a Channel's source_id.
    for download in downloads:
        if download.collection_id:
            continue
        info_json = download.info_json or {}
        channel_source_id = info_json.get('channel_id') or info_json.get('id')
        if channel_source_id:
            channel = channel_.get_by_source_id(session, channel_source_id)
            if channel:
                download.collection_id = channel.collection_id
                need_commit = True

    if need_commit:
        session.commit()


YDL = YoutubeDL(dict(cachedir=YTDLP_CACHE_DIR))
ydl_logger = YDL.params['logger'] = logger.getChild('youtube-dl')
YDL.add_default_info_extractors()


def get_channel_source_id(url: str) -> str:
    """Get the source ID for a channel URL."""
    if cookies_unlocked():
        logger.info(f'Using encrypted cookies for channel source id: {url}')
        with cookies_for_download() as cookies_path:
            ydl_opts = dict(
                cachedir=YTDLP_CACHE_DIR,
                cookiefile=str(cookies_path),
                **get_yt_dlp_sleep_opts(),
            )
            http_headers = get_yt_dlp_http_headers()
            if http_headers:
                ydl_opts['http_headers'] = http_headers
            ydl = YoutubeDL(ydl_opts)
            ydl.params['logger'] = logger.getChild('youtube-dl')
            ydl.add_default_info_extractors()
            channel_info = ydl.extract_info(url, download=False, process=False)
            return channel_info.get('channel_id') or channel_info['uploader_id']

    logger.info(f'No cookies available for channel source id: {url}')
    ydl_opts = dict(
        cachedir=YTDLP_CACHE_DIR,
        **get_yt_dlp_sleep_opts(),
    )
    ydl = YoutubeDL(ydl_opts)
    ydl.params['logger'] = logger.getChild('youtube-dl')
    ydl.add_default_info_extractors()

    channel_info = ydl.extract_info(url, download=False, process=False)
    return channel_info.get('channel_id') or channel_info['uploader_id']


async def get_statistics(session: Session):
    with session_curs(session) as curs:
        curs.execute('''
                     SELECT
                         -- total videos
                         COUNT(v.id)                                                                        AS "videos",
                         -- total videos downloaded over the past week/month/year
                         COUNT(v.id) FILTER (WHERE published_datetime >= datetime('now', '-7 days'))  AS "week",
                         COUNT(v.id) FILTER (WHERE published_datetime >= datetime('now', '-1 month')) AS "month",
                         COUNT(v.id) FILTER (WHERE published_datetime >= datetime('now', '-1 year'))  AS "year",
                         -- sum of all video lengths in seconds
                         COALESCE(SUM(fg.length), 0)                                                  AS "sum_duration",
                         -- sum of all video file sizes
                         COALESCE(SUM(fg.size), 0)                                                    AS "sum_size",
                         -- largest video
                         COALESCE(MAX(fg.size), 0)                                                          AS "max_size",
                         -- Videos may or may not have comments.
                         COUNT(v.id) FILTER ( WHERE v.have_comments = TRUE )                                AS "have_comments",
                         COUNT(v.id) FILTER ( WHERE v.have_comments = FALSE AND v.comments_failed = FALSE
                             and fg.censored = false and
                                                    fg.url is not null)                                     AS "missing_comments",
                         COUNT(v.id) FILTER ( WHERE v.comments_failed = TRUE )                              AS "failed_comments",
                         COUNT(v.id) FILTER ( WHERE fg.censored = TRUE )                                    as "censored_videos"
                     FROM video v
                              LEFT JOIN file_group fg on v.file_group_id = fg.id
                     ''')
        video_stats = dict(curs.fetchone())

        # Get the total videos downloaded every month for the past two years.
        # (Not parameterized, so `%` needs no escaping.)  Like the old Postgres query, months
        # without any videos are absent from the results.
        curs.execute('''
                     SELECT strftime('%Y-%m-01 00:00:00', fg.published_datetime) AS "month",
                            COUNT(video.id)                                      AS "count",
                            SUM(fg.size)                                         AS "size"
                     FROM video
                              LEFT JOIN file_group fg on video.file_group_id = fg.id
                     WHERE fg.published_datetime IS NOT NULL
                       AND fg.published_datetime >= datetime('now', 'start of month', '-24 months')
                       AND fg.published_datetime < datetime('now', 'start of month')
                     GROUP BY 1
                     ORDER BY 1
                     ''')
        monthly_videos = [dict(i) for i in curs.fetchall()]
        for monthly_video in monthly_videos:
            # The frontend expects a datetime, not the TEXT that SQLite stores.
            monthly_video['month'] = datetime.fromisoformat(monthly_video['month'])

        historical_stats = dict(monthly_videos=monthly_videos)
        historical_stats['average_count'] = (sum(i['count'] for i in monthly_videos) // len(monthly_videos)) \
            if monthly_videos else 0
        historical_stats['average_size'] = (sum(i['size'] for i in monthly_videos) // len(monthly_videos)) \
            if monthly_videos else 0

        curs.execute('''
                     SELECT COUNT(c.id)                                         AS "channels",
                            COUNT(c.id) FILTER ( WHERE col.tag_id IS NOT NULL ) AS "tagged_channels"
                     FROM channel c
                              LEFT JOIN collection col on col.id = c.collection_id
                              LEFT JOIN tag t on t.id = col.tag_id
                     ''')
        channel_stats = dict(curs.fetchone())
    ret = dict(statistics=dict(
        videos=video_stats,
        channels=channel_stats,
        historical=historical_stats,
    ))
    return ret


NAME_PARSER = re.compile(
    r'(?:(.*?)_)?((?:\d+?)|(?:NA))_(?:(.{5,25})_)?(.*)'
    # The file suffix.  Every media suffix a Video FileGroup can lead with belongs here:
    # audio is Channel content too, and a suffix missing from this list leaves the file
    # without a published date, sorted to the end of its Channel.
    r'\.(jpg|webp|flv|mp4|m4v|mkv|webm|mp3|flac|opus|ogg|m4a|wav|aac|wma'
    r'|part|info\.json|description|..\.srt|..\.vtt)',
    re.IGNORECASE)


def parse_video_file_name(video_path: pathlib.Path) -> \
        Tuple[Optional[str], Optional[str], Optional[str], Optional[str]]:
    """
    A Video's file name can have data in it, this attempts to extract what may be there.

    {published_date} is assumed to always be %Y%m%d

    Examples:
        NA_{published_date}_{source_id}_{title}{ext}
        {channel_name}_NA_{source_id}_{title}{ext}
        {channel_name}_{published_date}_{source_id}_{title}{ext}  # Typical name format from WROLPi.
        {published_date}_{title}{ext}
        {title}{ext}
    """
    video_str = str(video_path)
    if match := NAME_PARSER.match(video_str):
        channel, date, source_id, title, _ = match.groups()

        channel = None if channel == 'NA' else channel
        date = None if date == 'NA' else date

        title = title.strip()
        if date == 'NA':
            return channel, None, source_id, title
        if date is None or (len(date) == 8 and date.isdigit()):
            return channel, date, source_id, title

    # Return the stem as a last resort
    title, _ = split_path_stem_and_suffix(video_path)
    return None, None, None, title.strip()


def get_video_metadata(video) -> dict:
    """Extract video metadata with fallback chain.

    Fallback strategy:
    1. Primary: video.channel.name for uploader (when video belongs to a channel)
    2. Secondary: info_json + database fields (video.source_id, file_group.published_datetime)
    3. Tertiary: parse_video_file_name() - ALL-OR-NOTHING, only if it provides channel AND date AND source_id

    Returns:
        dict with keys: upload_date (datetime|None), uploader (str), source_id (str), title (str)
    """
    file_group = video.file_group
    info_json = video.get_info_json() or {}

    # Primary sources
    upload_date = file_group.published_datetime
    if not upload_date and info_json.get('upload_date'):
        upload_date = dates.strpdate(info_json['upload_date'])

    # Prioritize WROLPi channel name when video belongs to a channel
    # This ensures reorganized files use the user's channel name, not the YouTube uploader name
    if video.channel and video.channel.name:
        uploader = video.channel.name
    else:
        uploader = info_json.get('uploader') or info_json.get('channel') or ''

    source_id = video.source_id or info_json.get('id') or ''
    title = file_group.title or info_json.get('title') or info_json.get('fulltitle') or 'untitled'

    # Fallback: Parse filename - ALL-OR-NOTHING
    # Only use if it provides ALL three fields: channel, date, source_id
    if file_group.primary_path and not (upload_date and source_id and uploader):
        parsed_channel, parsed_date, parsed_source_id, _ = parse_video_file_name(file_group.primary_path)

        if parsed_channel and parsed_date and parsed_source_id:
            if not upload_date:
                upload_date = dates.strpdate(parsed_date)
            if not source_id:
                source_id = parsed_source_id
            if not uploader:
                uploader = parsed_channel

    return {
        'upload_date': upload_date,
        'uploader': uploader,
        'source_id': source_id,
        'title': title,
    }


def find_orphaned_video_files(directory: pathlib.Path) -> Generator[pathlib.Path, None, None]:
    """Finds all files which should be associated with a video file, but a video file does not match their stem.

    Example:
        video1.mp4, video1.info.json  # Video file with info json.
        video2.info.json  # Orphaned video json.
    """
    with get_db_curs() as curs:
        if not directory.is_dir():
            raise UnknownDirectory()

        directory_str = str(directory).rstrip('/')

        # Query returns directory and files - files may contain relative or absolute paths
        # Use indexed directory column for efficient lookup
        # (Not parameterized, so `%` needs no escaping.)
        curs.execute(f'''
            SELECT directory, files
            FROM file_group
            WHERE
                mimetype NOT LIKE 'video%'
                AND (directory = '{directory_str}' OR directory LIKE '{directory_str}/%')
        ''')
        for row in curs.fetchall():
            fg_directory = pathlib.Path(row[0]) if row[0] else None
            files = row[1]
            if isinstance(files, str):
                # Raw cursor reads return the JSON column as TEXT.
                files = json.loads(files)
            for file_info in files:
                path = pathlib.Path(file_info['path'])
                if not path.is_absolute() and fg_directory:
                    # Resolve relative path using directory
                    path = fg_directory / path
                yield path


def format_videos_destination(channel_name: str = None, channel_tag: str = None, channel_url: str = None) \
        -> pathlib.Path:
    """Return the directory where Videos should be downloaded according to the WROLPi Config.

    Note: When you have a Collection object, prefer using Collection.format_destination()
    or Collection.get_or_set_directory() instead, as they provide unified behavior
    across both channel and domain collections.

    @warning: Directory may or may not exist."""
    videos_destination = get_wrolpi_config().videos_destination

    channel_domain = ''
    if channel_url:
        try:
            channel_domain = extract_domain(channel_url)
        except Exception as e:
            logger.error(f'Failed to extract domain from Channel URL: {channel_url}', exc_info=e)
            if PYTEST:
                raise

    if channel_name and not isinstance(channel_name, str):
        raise RuntimeError('channel name must be string')
    if channel_tag and not isinstance(channel_tag, str):
        raise RuntimeError('channel tag must be string')

    name = escape_file_name(channel_name) if channel_name else ''
    variables = dict(
        channel_name=name,
        channel_tag=channel_tag or '',
        channel_domain=channel_domain,
    )

    try:
        videos_destination = videos_destination % variables
    except KeyError as e:
        msg = f'Cannot download to the "videos_destination" from Settings: {videos_destination}'
        raise FileNotFoundError(msg) from e

    videos_destination = get_media_directory() / videos_destination.lstrip('/')

    return videos_destination


def format_video_filename(
        video: Video,
        file_name_format: str = None,
) -> str:
    """Single source of truth for video filenames.

    Formats a video filename using the configured file_name_format template.
    Used by both the video downloader (initial download) and collection reorganization.

    Args:
        video: Video model with metadata (upload_date, uploader, title, source_id)
        file_name_format: Optional override, defaults to config value

    Returns:
        Formatted filename (may include subdirectory path like "2025/01/video.mp4")

    Example:
        With format '%(upload_year)s/%(upload_month)s/%(uploader)s_%(upload_date)s_%(id)s_%(title)s.%(ext)s':
        Returns '2025/01/WROLPi_20250115_abc123_My Video Title.mp4'
    """
    from modules.videos.downloader import convert_wrolpi_filename_format

    config = get_videos_downloader_config()
    template = file_name_format or config.file_name_format

    # Get metadata with fallback chain
    metadata = get_video_metadata(video)
    upload_date = metadata['upload_date']
    uploader = metadata['uploader']
    source_id = metadata['source_id']
    title = metadata['title']

    # Get video file extension
    video_path = video.video_path
    ext = video_path.suffix.lstrip('.') if video_path else config.merge_output_format or 'mp4'

    variables = dict(
        uploader=escape_file_name(uploader) if uploader else '',
        channel=escape_file_name(uploader) if uploader else '',  # Alias
        upload_date=upload_date.strftime('%Y%m%d') if upload_date else '',
        id=source_id,
        title=escape_file_name(title) if title else 'untitled',
        ext=ext,
        # WROLPi-specific variables for subdirectory organization
        upload_year=str(upload_date.year) if upload_date else '',
        upload_month=f'{upload_date.month:02d}' if upload_date else '',
    )

    # Convert WROLPi-specific variables to yt-dlp syntax then apply
    # (This handles %(upload_year)s -> %(upload_date>%Y)s conversion)
    converted_template = convert_wrolpi_filename_format(template)

    # For the converted variables (like %(upload_date>%Y)s), we need to add them too
    variables['upload_date>%Y'] = str(upload_date.year) if upload_date else ''
    variables['upload_date>%m'] = f'{upload_date.month:02d}' if upload_date else ''

    try:
        result = converted_template % variables
        # Trim the filename portion if it's too long (may include subdirectory paths)
        if '/' in result:
            # Has subdirectories - only trim the filename part
            parts = result.rsplit('/', 1)
            subdir = parts[0]
            filename = trim_file_name(parts[1])
            return f'{subdir}/{filename}'
        else:
            return trim_file_name(result)
    except KeyError as e:
        logger.error(f'Invalid variable in video file_name_format: {e}')
        # Fallback to a simple format
        fallback_title = escape_file_name(title) if title else 'untitled'
        return trim_file_name(f'{fallback_title}.{ext}')