Files
spotify-to-tidal/sync.py
2022-12-20 22:13:31 +00:00

313 lines
14 KiB
Python
Executable File

#!/usr/bin/env python3
import argparse
from auth import open_tidal_session, open_spotify_session
from functools import partial
from multiprocessing import Pool
import requests
import sys
import spotipy
import tidalapi
from tidalapi_patch import set_tidal_playlist
import time
from tqdm import tqdm
import traceback
import unicodedata
import yaml
def normalize(s):
return unicodedata.normalize('NFD', s).encode('ascii', 'ignore').decode('ascii')
def simple(input_string):
# only take the first part of a string before any hyphens or brackets to account for different versions
return input_string.split('-')[0].strip().split('(')[0].strip().split('[')[0].strip()
def isrc_match(tidal_track, spotify_track):
if "isrc" in spotify_track["external_ids"]:
return tidal_track.isrc == spotify_track["external_ids"]["isrc"]
return False
def duration_match(tidal_track, spotify_track, tolerance=2):
# the duration of the two tracks must be the same to within 2 seconds
return abs(tidal_track.duration - spotify_track['duration_ms']/1000) < tolerance
def name_match(tidal_track, spotify_track):
def exclusion_rule(pattern, tidal_track, spotify_track):
spotify_has_pattern = pattern in spotify_track['name'].lower()
tidal_has_pattern = pattern in tidal_track.name.lower() or (not tidal_track.version is None and (pattern in tidal_track.version.lower()))
return spotify_has_pattern != tidal_has_pattern
# handle some edge cases
if exclusion_rule("instrumental", tidal_track, spotify_track): return False
if exclusion_rule("acapella", tidal_track, spotify_track): return False
if exclusion_rule("remix", tidal_track, spotify_track): return False
# the simplified version of the Spotify track name must be a substring of the Tidal track name
# Try with both un-normalized and then normalized
simple_spotify_track = simple(spotify_track['name'].lower()).split('feat.')[0].strip()
return simple_spotify_track in tidal_track.name.lower() or normalize(simple_spotify_track) in normalize(tidal_track.name.lower())
def artist_match(tidal_track, spotify_track):
def split_artist_name(artist):
if '&' in artist:
return artist.split('&')
elif ',' in artist:
return artist.split(',')
else:
return [artist]
def get_tidal_artists(tidal_track, do_normalize=False):
result = []
for artist in tidal_track.artists:
if do_normalize:
artist_name = normalize(artist.name)
else:
artist_name = artist.name
result.extend(split_artist_name(artist_name))
return set([simple(x.strip().lower()) for x in result])
def get_spotify_artists(spotify_track, do_normalize=False):
result = []
for artist in spotify_track['artists']:
if do_normalize:
artist_name = normalize(artist['name'])
else:
artist_name = artist['name']
result.extend(split_artist_name(artist_name))
return set([simple(x.strip().lower()) for x in result])
# There must be at least one overlapping artist between the Tidal and Spotify track
# Try with both un-normalized and then normalized
if get_tidal_artists(tidal_track).intersection(get_spotify_artists(spotify_track)) != set():
return True
return get_tidal_artists(tidal_track, True).intersection(get_spotify_artists(spotify_track, True)) != set()
def match(tidal_track, spotify_track):
return isrc_match(tidal_track, spotify_track) or (
duration_match(tidal_track, spotify_track)
and name_match(tidal_track, spotify_track)
and artist_match(tidal_track, spotify_track)
)
def tidal_search(spotify_track_and_cache, tidal_session):
spotify_track, cached_tidal_track = spotify_track_and_cache
if cached_tidal_track: return cached_tidal_track
# search for album name and first album artist
if 'album' in spotify_track and 'artists' in spotify_track['album'] and len(spotify_track['album']['artists']):
album_result = tidal_session.search(simple(spotify_track['album']['name']) + " " + simple(spotify_track['album']['artists'][0]['name']), models=[tidalapi.album.Album])
for album in album_result['albums']:
album_tracks = album.tracks()
if len(album_tracks) >= spotify_track['track_number']:
track = album_tracks[spotify_track['track_number'] - 1]
if match(track, spotify_track):
return track
# if that fails then search for track name and first artist
for track in tidal_session.search(simple(spotify_track['name']) + ' ' + simple(spotify_track['artists'][0]['name']), models=[tidalapi.media.Track])['tracks']:
if match(track, spotify_track):
return track
def get_tidal_playlists_dict(tidal_session):
# a dictionary of name --> playlist
tidal_playlists = tidal_session.user.playlists()
output = {}
for playlist in tidal_playlists:
output[playlist.name] = playlist
return output
def repeat_on_request_error(function, *args, remaining=5, **kwargs):
# utility to repeat calling the function up to 5 times if an exception is thrown
try:
return function(*args, **kwargs)
except requests.exceptions.RequestException as e:
if remaining:
print(f"{str(e)} occurred, retrying {remaining} times")
else:
print(f"{str(e)} could not be recovered")
if not e.response is None:
print(f"Response message: {e.response.text}")
print(f"Response headers: {e.response.headers}")
if not remaining:
print("Aborting sync")
print(f"The following arguments were provided:\n\n {str(args)}")
print(traceback.format_exc())
sys.exit(1)
sleep_schedule = {5: 1, 4:10, 3:60, 2:5*60, 1:10*60} # sleep variable length of time depending on retry number
time.sleep(sleep_schedule.get(remaining, 1))
return repeat_on_request_error(function, *args, remaining=remaining-1, **kwargs)
def _enumerate_wrapper(value_tuple, function, **kwargs):
# just a wrapper which accepts a tuple from enumerate and returns the index back as the first argument
index, value = value_tuple
return (index, repeat_on_request_error(function, value, **kwargs))
def call_async_with_progress(function, values, description, num_processes, **kwargs):
results = len(values)*[None]
with Pool(processes=num_processes) as process_pool:
for index, result in tqdm(process_pool.imap_unordered(partial(_enumerate_wrapper, function=function, **kwargs),
enumerate(values)), total=len(values), desc=description):
results[index] = result
return results
def get_tracks_from_spotify_playlist(spotify_session, spotify_playlist):
output = []
results = spotify_session.playlist_tracks(
spotify_playlist["id"],
fields="next,items(track(name,album(name,artists),artists,track_number,duration_ms,id,external_ids(isrc)))",
)
while True:
output.extend([r['track'] for r in results['items'] if r['track'] is not None])
# move to the next page of results if there are still tracks remaining in the playlist
if results['next']:
results = spotify_session.next(results)
else:
return output
class TidalPlaylistCache:
def __init__(self, playlist):
self._data = playlist.tracks()
def _search(self, spotify_track):
''' check if the given spotify track was already in the tidal playlist.'''
results = []
for tidal_track in self._data:
if match(tidal_track, spotify_track):
return tidal_track
return None
def search(self, spotify_session, spotify_playlist):
''' Add the cached tidal track where applicable to a list of spotify tracks '''
results = []
cache_hits = 0
work_to_do = False
spotify_tracks = get_tracks_from_spotify_playlist(spotify_session, spotify_playlist)
for track in spotify_tracks:
cached_track = self._search(track)
if cached_track:
results.append( (track, cached_track) )
cache_hits += 1
else:
results.append( (track, None) )
return (results, cache_hits)
def tidal_playlist_is_dirty(playlist, new_track_ids):
old_tracks = playlist.tracks()
if len(old_tracks) != len(new_track_ids):
return True
for i in range(len(old_tracks)):
if old_tracks[i].id != new_track_ids[i]:
return True
return False
def sync_playlist(spotify_session, tidal_session, spotify_id, tidal_id, config):
try:
spotify_playlist = spotify_session.playlist(spotify_id)
except spotipy.SpotifyException as e:
print("Error getting Spotify playlist " + spotify_id)
print(e)
results.append(None)
return
if tidal_id:
# if a Tidal playlist was specified then look it up
try:
tidal_playlist = tidal_session.playlist(tidal_id)
except Exception as e:
print("Error getting Tidal playlist " + tidal_id)
print(e)
return
else:
# create a new Tidal playlist if required
print(f"No playlist found on Tidal corresponding to Spotify playlist: '{spotify_playlist['name']}', creating new playlist")
tidal_playlist = tidal_session.user.create_playlist(spotify_playlist['name'], spotify_playlist['description'])
tidal_track_ids = []
spotify_tracks, cache_hits = TidalPlaylistCache(tidal_playlist).search(spotify_session, spotify_playlist)
if cache_hits == len(spotify_tracks):
print("No new tracks to search in Spotify playlist '{}'".format(spotify_playlist['name']))
return
task_description = "Searching Tidal for {}/{} tracks in Spotify playlist '{}'".format(len(spotify_tracks) - cache_hits, len(spotify_tracks), spotify_playlist['name'])
tidal_tracks = call_async_with_progress(tidal_search, spotify_tracks, task_description, config.get('subprocesses', 50), tidal_session=tidal_session)
for index, tidal_track in enumerate(tidal_tracks):
spotify_track = spotify_tracks[index][0]
if tidal_track:
tidal_track_ids.append(tidal_track.id)
else:
color = ('\033[91m', '\033[0m')
print(color[0] + "Could not find track {}: {} - {}".format(spotify_track['id'], ",".join([a['name'] for a in spotify_track['artists']]), spotify_track['name']) + color[1])
if tidal_playlist_is_dirty(tidal_playlist, tidal_track_ids):
set_tidal_playlist(tidal_playlist, tidal_track_ids)
else:
print("No changes to write to Tidal playlist")
def sync_list(spotify_session, tidal_session, playlists, config):
results = []
for spotify_id, tidal_id in playlists:
# sync the spotify playlist to tidal
repeat_on_request_error(sync_playlist, spotify_session, tidal_session, spotify_id, tidal_id, config)
results.append(tidal_id)
return results
def pick_tidal_playlist_for_spotify_playlist(spotify_playlist, tidal_playlists):
if spotify_playlist['name'] in tidal_playlists:
# if there's an existing tidal playlist with the name of the current playlist then use that
tidal_playlist = tidal_playlists[spotify_playlist['name']]
return (spotify_playlist['id'], tidal_playlist.id)
else:
return (spotify_playlist['id'], None)
def get_user_playlist_mappings(spotify_session, tidal_session, config):
results = []
spotify_playlists = get_playlists_from_spotify(spotify_session, config)
tidal_playlists = get_tidal_playlists_dict(tidal_session)
for spotify_playlist in spotify_playlists:
results.append( pick_tidal_playlist_for_spotify_playlist(spotify_playlist, tidal_playlists) )
return results
def get_playlists_from_spotify(spotify_session, config):
# get all the user playlists from the Spotify account
playlists = []
spotify_results = spotify_session.user_playlists(config['spotify']['username'])
exclude_list = set([x.split(':')[-1] for x in config.get('excluded_playlists', [])])
while True:
for spotify_playlist in spotify_results['items']:
if spotify_playlist['owner']['id'] == config['spotify']['username'] and not spotify_playlist['id'] in exclude_list:
playlists.append(spotify_playlist)
# move to the next page of results if there are still playlists remaining
if spotify_results['next']:
spotify_results = spotify_session.next(spotify_results)
else:
break
return playlists
def get_playlists_from_config(config):
# get the list of playlist sync mappings from the configuration file
return [(item['spotify_id'], item['tidal_id']) for item in config['sync_playlists']]
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('--config', default='config.yml', help='location of the config file')
parser.add_argument('--uri', help='synchronize a specific URI instead of the one in the config')
args = parser.parse_args()
with open(args.config, 'r') as f:
config = yaml.safe_load(f)
spotify_session = open_spotify_session(config['spotify'])
tidal_session = open_tidal_session()
if not tidal_session.check_login():
sys.exit("Could not connect to Tidal")
if args.uri:
# if a playlist ID is explicitly provided as a command line argument then use that
spotify_playlist = spotify_session.playlist(args.uri)
tidal_playlists = get_tidal_playlists_dict(tidal_session)
tidal_playlist = pick_tidal_playlist_for_spotify_playlist(spotify_playlist, tidal_playlists)
sync_list(spotify_session, tidal_session, [tidal_playlist], config)
elif config.get('sync_playlists', None):
# if the config contains a sync_playlists list of mappings then use that
sync_list(spotify_session, tidal_session, get_playlists_from_config(config), config)
else:
# otherwise just use the user playlists in the Spotify account
sync_list(spotify_session, tidal_session, get_user_playlist_mappings(spotify_session, tidal_session, config), config)