""" Contains everything that deals with image color extraction. """ import json from pathlib import Path import colorgram from tqdm import tqdm from app import settings from app.db.sqlite.albums import SQLiteAlbumMethods as db from app.db.sqlite.artists import SQLiteArtistMethods as adb from app.db.sqlite.utils import SQLiteManager from app.db.store import Store from app.models import Album, Artist def get_image_colors(image: str) -> list[str]: """Extracts 2 of the most dominant colors from an image.""" try: colors = sorted(colorgram.extract(image, 1), key=lambda c: c.hsl.h) except OSError: return [] formatted_colors = [] for color in colors: color = f"rgb({color.rgb.r}, {color.rgb.g}, {color.rgb.b})" formatted_colors.append(color) return formatted_colors class ProcessAlbumColors: """ Extracts the most dominant color from the album art and saves it to the database. """ def __init__(self) -> None: albums = [a for a in Store.albums if len(a.colors) == 0] with SQLiteManager() as cur: for album in tqdm(albums, desc="Processing missing album colors"): colors = self.process_color(album) if colors is None: continue album.set_colors(colors) color_str = json.dumps(colors) db.insert_one_album(cur, album.albumhash, color_str) @staticmethod def process_color(album: Album): path = Path(settings.SM_THUMB_PATH) / album.image if not path.exists(): return colors = get_image_colors(str(path)) return colors class ProcessArtistColors: """ Extracts the most dominant color from the artist art and saves it to the database. """ def __init__(self) -> None: all_artists = [a for a in Store.artists if len(a.colors) == 0] for artist in tqdm(all_artists, desc="Processing missing artist colors"): self.process_color(artist) @staticmethod def process_color(artist: Artist): path = Path(settings.ARTIST_IMG_SM_PATH) / artist.image if not path.exists(): return colors = get_image_colors(str(path)) if len(colors) > 0: adb.insert_one_artist(artisthash=artist.artisthash, colors=colors) Store.map_artist_color((0, artist.artisthash, json.dumps(colors))) # TODO: If item color is in db, get it, assign it to the item and continue. # - Format all colors in the format: rgb(123, 123, 123) # - Each digit should be 3 digits long. # - Format all db colors into a master string of the format "-itemhash:colorhash-" # - Find the item hash using index() and get the color using the index + number, where number # is the length of the rgb string + 1 # - Assign the color to the item and continue. # - If the color is not in the db, extract it and add it to the db.