from dataclasses import asdict import os from concurrent.futures import ProcessPoolExecutor import platform from requests import ConnectionError as RequestConnectionError from requests import ReadTimeout from swingmusic import settings from swingmusic.lib.artistlib import CheckArtistImages from swingmusic.lib.colorlib import ProcessAlbumColors, ProcessArtistColors from swingmusic.lib.taglib import extract_thumb from swingmusic.logger import log from swingmusic.models import Album, Artist from swingmusic.models.lastfm import SimilarArtist from swingmusic.requests.artists import fetch_similar_artists from swingmusic.store.albums import AlbumStore from swingmusic.store.artists import ArtistStore from swingmusic.utils.network import has_connection from swingmusic.utils.progressbar import tqdm from swingmusic.db.userdata import SimilarArtistTable class CordinateMedia: """ Cordinates the extracting of thumbnails """ def __init__(self, instance_key: str): ProcessTrackThumbnails() ProcessAlbumColors() ProcessArtistColors() tried_to_download_new_images = False if has_connection(): tried_to_download_new_images = True try: CheckArtistImages() except (RequestConnectionError, ReadTimeout) as e: log.error( "Internet connection lost. Downloading artist images suspended." ) log.error(e) # REVIEW More informations = good else: log.warning("No internet connection. Downloading artist images suspended!") # Re-process the new artist images. if tried_to_download_new_images: ProcessArtistColors() if has_connection(): print("Attempting to download similar artists...") FetchSimilarArtistsLastFM() def get_image(album: Album): """ The function retrieves an image from an album by iterating through its tracks and extracting the thumbnail from the first track that has one. :param album: An instance of the `Album` class representing the album to retrieve the image from. :type album: Album :return: None """ matching_tracks = AlbumStore.get_album_tracks(album.albumhash) for track in matching_tracks: extracted = extract_thumb(track.filepath, track.albumhash + ".webp") if extracted: return class ProcessTrackThumbnails: """ Extracts the album art from all albums in album store. """ def extract(self, albums: list[Album]): """ Extracts the album art with platform specific logic. """ if platform.system() == "Linux": # INFO: Processess are forked with access to global stores # It's "safe" to use a process pool cpus = max(1, os.cpu_count() // 2) with ProcessPoolExecutor(max_workers=cpus) as executor: results = list( tqdm( executor.map(get_image, albums), total=len(albums), desc="Extracting track images", ) ) list(results) else: # INFO: Use a for loop for windows (and others I guess) for album in tqdm(albums, desc="Extracting track images"): get_image(album) def __init__(self) -> None: """ Filters out albums that already have thumbnails and extracts the thumbnail for the other albums. """ path = settings.Paths.get_sm_thumb_path() # read all the files in the thumbnail directory processed = set(i.replace(".webp", "") for i in os.listdir(path)) # filter out albums that already have thumbnails albums = filter( lambda album: album.albumhash not in processed, AlbumStore.get_flat_list(), ) albums = list(albums) self.extract(albums) def save_similar_artists(artist: Artist): """ Downloads and saves similar artists to the database. """ if SimilarArtistTable.exists(artist.artisthash): return artists = fetch_similar_artists(artist.name) # INFO: Nones mean there was a connection error if artists is None: return artist_ = SimilarArtist(artist.artisthash, artists) SimilarArtistTable.insert_one(asdict(artist_)) class FetchSimilarArtistsLastFM: """ Fetches similar artists from LastFM using a thread pool. """ def __init__(self) -> None: # read all artists from db processed = set(a.artisthash for a in SimilarArtistTable.get_all()) # filter out artists that already have similar artists artists = filter( lambda a: a.artisthash not in processed, ArtistStore.get_flat_list() ) artists = list(artists) with ProcessPoolExecutor(max_workers=max(1, os.cpu_count() // 2)) as executor: try: print("Processing similar artists") results = list( tqdm( executor.map(save_similar_artists, artists), total=len(artists), desc="Fetching similar artists", ) ) list(results) # any exception that can be raised by the pool except Exception as e: log.warn(e) return