mirror of
https://github.com/Dvorinka/SpotifyRecAlg.git
synced 2026-06-03 20:13:03 +00:00
Tomas Dvorak
699 lines
23 KiB
Python
699 lines
23 KiB
Python
import json
|
|
import random
|
|
import time
|
|
from gettext import ngettext
|
|
from io import BytesIO
|
|
from urllib.parse import quote
|
|
|
|
import requests
|
|
from PIL import Image
|
|
|
|
from swingmusic.db.userdata import MixTable
|
|
from swingmusic.models.artist import Artist
|
|
from swingmusic.models.mix import Mix
|
|
from swingmusic.models.track import Track
|
|
from swingmusic.plugins import Plugin, plugin_method
|
|
from swingmusic.settings import Paths
|
|
from swingmusic.store.albums import AlbumStore
|
|
from swingmusic.store.artists import ArtistStore
|
|
from swingmusic.store.tracks import TrackStore
|
|
from swingmusic.utils.dates import get_date_range, get_duration_ago
|
|
from swingmusic.utils.hashing import create_hash
|
|
from swingmusic.utils.mixes import balance_mix
|
|
from swingmusic.utils.stats import get_artists_in_period
|
|
|
|
|
|
class MixAlreadyExists(Exception):
|
|
"""
|
|
Raised when a mix with the same sourcehash already exists.
|
|
"""
|
|
|
|
pass
|
|
|
|
|
|
class MixesPlugin(Plugin):
|
|
MAX_TRACKS_TO_FETCH = 5
|
|
MIN_TRACK_MIX_LENGTH = 15
|
|
MIN_ARTISTS_PER_MIX = 4
|
|
MIX_TRACKS_LENGTH = 40
|
|
|
|
MIN_DAY_LISTEN_DURATION = 3 * 60 # 3 minutes
|
|
MIN_WEEK_LISTEN_DURATION = 10 * 60 # 10 minutes
|
|
MIN_MONTH_LISTEN_DURATION = 20 * 60 # 20 minutes
|
|
|
|
def __init__(self):
|
|
super().__init__("mixes", "Mixes")
|
|
self.server = "https://smcloud.mungaist.com"
|
|
# self.server = "http://localhost:1956"
|
|
|
|
# server_online = self.ping_server()
|
|
self.set_active(True)
|
|
|
|
def ping_server(self):
|
|
max_retries = 3
|
|
retry_delay = 2 # seconds
|
|
|
|
for attempt in range(max_retries):
|
|
try:
|
|
requests.get(self.server, timeout=10)
|
|
return True
|
|
except Exception:
|
|
print(
|
|
f"Failed to connect to the recommendation server (attempt {attempt + 1}/{max_retries})"
|
|
)
|
|
if attempt < max_retries - 1:
|
|
time.sleep(retry_delay)
|
|
continue
|
|
|
|
return False
|
|
|
|
@plugin_method
|
|
def get_track_mix_data(self, tracks: list[Track], with_help: bool = False):
|
|
"""
|
|
Given a list of tracks, creates a mix by fetching data from the
|
|
Swing Music Cloud recommendation server.
|
|
|
|
The server returns a list of weak trackhashes. We use these to fetch
|
|
the matching track data from our library database. Found tracks are
|
|
then balanced and returned as the final mix tracklist.
|
|
|
|
:param with_help: Whether to include the help flag in the query.
|
|
The flag tells the server to find more data using other tracks from the same album.
|
|
"""
|
|
queries = [
|
|
{
|
|
"title": track.title,
|
|
"artists": [a["name"] for a in track.artists],
|
|
"album": track.og_album,
|
|
"with_help": with_help,
|
|
}
|
|
for track in tracks
|
|
]
|
|
|
|
try:
|
|
response = requests.post(f"{self.server}/radio", json=queries, timeout=30)
|
|
except (requests.exceptions.ConnectionError, requests.exceptions.ReadTimeout):
|
|
print("Failed to connect to recommendation server")
|
|
return [], [], []
|
|
|
|
try:
|
|
results = response.json()
|
|
except json.JSONDecodeError:
|
|
print("Failed to decode JSON response from recommendation server")
|
|
return [], [], []
|
|
|
|
trackhashes: list[str] = results.get("tracks", [])
|
|
|
|
trackmatches = TrackStore.get_flat_list()
|
|
trackmatches = [t for t in trackmatches if t.weakhash in trackhashes]
|
|
|
|
# filter out duplicates of the same weakhash
|
|
# group by weakhash and pick the one with the highest bitrate
|
|
grouped: dict[str, list[Track]] = {}
|
|
for track in trackmatches:
|
|
grouped.setdefault(track.weakhash, []).append(track)
|
|
|
|
trackmatches = [
|
|
max(group, key=lambda x: x.bitrate) for group in grouped.values()
|
|
]
|
|
|
|
# sort by trackhash order
|
|
trackmatches = sorted(trackmatches, key=lambda x: trackhashes.index(x.weakhash))
|
|
|
|
# if the mix is short, try to fill it up with tracks
|
|
# from album and artist data from the cloud!
|
|
|
|
# Create as many filler tracks as possible
|
|
# Then the mix length will be controlled in the Mix model
|
|
# if len(trackmatches) < self.TRACK_MIX_LENGTH:
|
|
if True:
|
|
filler_tracks = self.fallback_create_artist_mix(
|
|
similar_artists=results.get("artists", []),
|
|
similar_albums=results.get("albums", []),
|
|
omit_trackhashes={t.weakhash for t in trackmatches},
|
|
# limit=self.TRACK_MIX_LENGTH - len(trackmatches),
|
|
)
|
|
trackmatches.extend(filler_tracks)
|
|
|
|
# try to balance the mix
|
|
trackmatches = balance_mix(trackmatches)
|
|
return trackmatches, results.get("albums", []), results.get("artists", [])
|
|
|
|
# @plugin_method
|
|
# def get_artist_mix(self, artisthash: str):
|
|
# """
|
|
# Given an artisthash, creates an artist mix using the
|
|
# self.MAX_TRACKS_TO_FETCH most listened to tracks.
|
|
|
|
# Returns a tuple of the mix and the sourcehash.
|
|
# """
|
|
# artist = ArtistStore.artistmap[artisthash]
|
|
# tracks = TrackStore.get_tracks_by_trackhashes(artist.trackhashes)
|
|
|
|
# tracks = sorted(tracks, key=lambda x: x.playduration, reverse=True)
|
|
# sourcetracks = tracks[: self.MAX_TRACKS_TO_FETCH]
|
|
# sourcehash = create_hash(*[t.trackhash for t in sourcetracks])
|
|
|
|
# if MixTable.get_by_sourcehash(sourcehash):
|
|
# raise MixAlreadyExists()
|
|
|
|
# tracks, albums, artists = self.get_track_mix(tracks[: self.MAX_TRACKS_TO_FETCH])
|
|
# return (tracks, albums, artists, sourcehash)
|
|
|
|
@plugin_method
|
|
def create_artist_mixes(self, userid: int):
|
|
"""
|
|
Creates artist mixes for a given userid.
|
|
"""
|
|
mixes: list[Mix] = []
|
|
indexed = set()
|
|
|
|
today_start, today_end = get_date_range(duration="day")
|
|
last_2_days_start = get_duration_ago("day", 2)
|
|
last_7_days_start = get_duration_ago("week")
|
|
last_1_month_start = get_duration_ago("month")
|
|
|
|
artists = {
|
|
"today": {
|
|
"max": 4,
|
|
"artists": get_artists_in_period(today_start, today_end, userid),
|
|
"created": 0,
|
|
},
|
|
"last_2_days": {
|
|
"max": 3,
|
|
"artists": get_artists_in_period(
|
|
last_2_days_start, time.time(), userid
|
|
),
|
|
"created": 0,
|
|
},
|
|
"last_7_days": {
|
|
"max": 4,
|
|
"artists": get_artists_in_period(
|
|
last_7_days_start, time.time(), userid
|
|
),
|
|
"created": 0,
|
|
},
|
|
"last_1_month": {
|
|
"max": 4,
|
|
"artists": get_artists_in_period(
|
|
last_1_month_start, time.time(), userid
|
|
),
|
|
"created": 0,
|
|
},
|
|
}
|
|
|
|
for i, period in enumerate(artists.values()):
|
|
# if previous period has less than its max
|
|
# add the difference to this period's limit
|
|
limit = period["max"]
|
|
|
|
if i > 0:
|
|
previous_period = artists[list(artists.keys())[i - 1]]
|
|
if previous_period["created"] < previous_period["max"]:
|
|
limit += previous_period["max"] - previous_period["created"]
|
|
|
|
for artist in period["artists"]:
|
|
if period["created"] >= limit:
|
|
break
|
|
|
|
if artist["artisthash"] in indexed:
|
|
continue
|
|
|
|
# INFO: track['tracks'] is a dict of trackhashes and their counts
|
|
# get the trackhashes sorted by count
|
|
trackhashes = sorted(
|
|
artist["tracks"], key=lambda x: artist["tracks"][x], reverse=True
|
|
)
|
|
|
|
mix = self.create_artist_mix(
|
|
artist, trackhashes[: self.MAX_TRACKS_TO_FETCH], userid=userid
|
|
)
|
|
|
|
if mix:
|
|
mixes.append(mix)
|
|
indexed.add(artist["artisthash"])
|
|
period["created"] += 1
|
|
|
|
return mixes
|
|
|
|
@classmethod
|
|
def get_mix_description(cls, tracks: list[Track], artishash: str):
|
|
"""
|
|
Constructs a description for a mix by putting together the first n=4
|
|
artists in the mix tracklist.
|
|
"""
|
|
first_4_artists = []
|
|
indexed = set()
|
|
|
|
for track in tracks:
|
|
if len(first_4_artists) < 4 and (
|
|
track.artists[0]["artisthash"] != artishash
|
|
and track.artists[0]["artisthash"] not in indexed
|
|
):
|
|
first_4_artists.append(track.artists[0])
|
|
indexed.add(track.artists[0]["artisthash"])
|
|
|
|
if len(first_4_artists) == 4:
|
|
return f"Featuring {', '.join(a['name'] for a in first_4_artists)} and more"
|
|
|
|
if len(first_4_artists) > 0:
|
|
return f"Featuring {', '.join(a['name'] for a in first_4_artists)}"
|
|
|
|
return f"Featuring {tracks[0].artists[0]['name']}"
|
|
|
|
def create_artist_mix(
|
|
self, artist: dict[str, str], trackhashes: list[str], userid: int
|
|
):
|
|
"""
|
|
Given an artist dict, creates an artist mix.
|
|
"""
|
|
_artist = ArtistStore.artistmap.get(artist["artisthash"])
|
|
|
|
if not _artist:
|
|
return None
|
|
|
|
tracks = TrackStore.get_tracks_by_trackhashes(trackhashes)
|
|
# tracks = sorted(tracks, key=lambda x: x.playduration, reverse=True)
|
|
# sourcetracks = tracks[: self.MAX_TRACKS_TO_FETCH]
|
|
|
|
# INFO: Sort the trackhashes when creating the sourcehash
|
|
ordered_source_trackhashes = sorted(
|
|
trackhashes, key=lambda x: trackhashes.index(x)
|
|
)
|
|
legacy_sourcehash = create_hash(*ordered_source_trackhashes)
|
|
|
|
# Scope mix identity per user AND per artist to avoid collisions.
|
|
# Including artisthash ensures different artists with similar top tracks
|
|
# generate unique mixes instead of colliding.
|
|
sourcehash = create_hash(
|
|
f"user:{userid}",
|
|
f"artist:{artist['artisthash']}",
|
|
*ordered_source_trackhashes,
|
|
)
|
|
|
|
db_mix = MixTable.get_by_sourcehash(sourcehash) or MixTable.get_by_sourcehash(
|
|
legacy_sourcehash
|
|
)
|
|
if db_mix:
|
|
return db_mix
|
|
|
|
mix_tracks, albums, artists = self.get_track_mix_data(tracks)
|
|
|
|
if len(mix_tracks) < self.MIN_TRACK_MIX_LENGTH:
|
|
return None
|
|
|
|
# INFO: Dump mixes with no variety
|
|
if len({t.artisthashes[0] for t in mix_tracks}) < self.MIN_ARTISTS_PER_MIX:
|
|
return None
|
|
|
|
# try downloading artist image
|
|
mix_image = {"image": _artist.artist.image, "color": _artist.artist.color}
|
|
image = self.download_artist_image(_artist.artist)
|
|
|
|
if image:
|
|
mix_image["image"] = image
|
|
|
|
mix = Mix(
|
|
# the a prefix indicates that this is an artist mix
|
|
id=f"a{userid}{artist['artisthash']}",
|
|
title=artist["artist"] + " Radio",
|
|
description=self.get_mix_description(mix_tracks, artist["artisthash"]),
|
|
tracks=[t.trackhash for t in mix_tracks],
|
|
sourcehash=sourcehash,
|
|
userid=userid,
|
|
extra={
|
|
"type": "artist",
|
|
"artisthash": artist["artisthash"],
|
|
"sourcetracks": trackhashes,
|
|
"legacy_sourcehash": legacy_sourcehash,
|
|
"image": mix_image,
|
|
# NOTE: Save the similar albums and artists
|
|
# Related to the source tracks that were used to create the mix
|
|
# Will be useful when generating other homepage entries
|
|
"albums": albums,
|
|
"artists": artists,
|
|
},
|
|
timestamp=int(time.time()),
|
|
)
|
|
|
|
MixTable.insert_one(mix)
|
|
return mix
|
|
|
|
def download_artist_image(self, artist: Artist):
|
|
try:
|
|
res = requests.get(
|
|
f"{self.server}/mix/image?artist={quote(artist.name)}&type=Artist"
|
|
)
|
|
except requests.exceptions.ConnectionError:
|
|
return None
|
|
|
|
if res.status_code == 200:
|
|
filename = f"{artist.artisthash}_{int(time.time())}.webp"
|
|
path = Paths().md_mixes_img_path / filename
|
|
|
|
image = Image.open(BytesIO(res.content))
|
|
aspect_ratio = image.width / image.height
|
|
|
|
# resize to 512px
|
|
md_width = 512
|
|
md_height = int(md_width / aspect_ratio)
|
|
|
|
image = image.resize((md_width, md_height), Image.LANCZOS)
|
|
image.save(path, "webp")
|
|
|
|
# resize to 256px
|
|
sm_width = 256
|
|
sm_height = int(sm_width / aspect_ratio)
|
|
|
|
image = image.resize((sm_width, sm_height), Image.LANCZOS)
|
|
small_path = Paths().sm_mixes_img_path / filename
|
|
image.save(small_path, "webp")
|
|
|
|
return filename
|
|
|
|
return None
|
|
|
|
def fallback_create_artist_mix(
|
|
self,
|
|
# artist: dict[str, str],
|
|
similar_albums: list[str],
|
|
similar_artists: list[str],
|
|
omit_trackhashes: set[str],
|
|
limit: int = 99,
|
|
):
|
|
"""
|
|
Creates an artist mix by selecting random tracks from similar albums and artists.
|
|
|
|
This is used when:
|
|
- The Swing Music recommendation server is down.
|
|
- The artist has less than self.MIN_TRACK_MIX_LENGTH tracks from the cloud mix.
|
|
- When we need to dilute the mix to balance the artist distribution.
|
|
|
|
:param similar_albums: A list of similar album weakhashes to select tracks from.
|
|
:param similar_artists: A list of similar artist hashes to select tracks from.
|
|
:param omit_trackhashes: A set of trackhashes to omit from the new tracklist.
|
|
:param limit: The maximum number of tracks to select.
|
|
"""
|
|
|
|
mixtracks = []
|
|
albummatches = (
|
|
a
|
|
for a in AlbumStore.albummap.values()
|
|
if a.album.weakhash in similar_albums
|
|
)
|
|
|
|
for match in albummatches:
|
|
if len(mixtracks) >= limit:
|
|
return mixtracks
|
|
|
|
albumtracks = [
|
|
t
|
|
for t in TrackStore.get_tracks_by_trackhashes(match.trackhashes)
|
|
if t.weakhash not in omit_trackhashes
|
|
]
|
|
|
|
if len(albumtracks) == 0:
|
|
continue
|
|
|
|
sample = random.sample(albumtracks, k=1)
|
|
mixtracks.extend(sample)
|
|
|
|
artistmatches = (
|
|
a
|
|
for a in ArtistStore.artistmap.values()
|
|
if a.artist.artisthash in similar_artists
|
|
)
|
|
|
|
for match in artistmatches:
|
|
if len(mixtracks) >= limit:
|
|
return mixtracks
|
|
|
|
artisttracks = [
|
|
t
|
|
for t in TrackStore.get_tracks_by_trackhashes(match.trackhashes)
|
|
if t.weakhash not in omit_trackhashes
|
|
]
|
|
|
|
if len(artisttracks) == 0:
|
|
continue
|
|
|
|
sample = random.sample(artisttracks, k=1)
|
|
mixtracks.extend(sample)
|
|
|
|
return mixtracks
|
|
|
|
def get_mix_from_lastfm_data(self, artisthash: str, limit: int = 40) -> list[Track]:
|
|
"""
|
|
Creates a mix from the locally available lastfm similar artists data.
|
|
|
|
The resulting mix is definitely expected to be of lower quality than
|
|
the cloud-based recommendation, but provides a fallback when offline
|
|
or when the recommendation server is unavailable.
|
|
|
|
:param artisthash: The hash of the artist to create a mix for
|
|
:param limit: Maximum number of tracks to include in the mix
|
|
:return: List of tracks for the mix
|
|
"""
|
|
from swingmusic.db.userdata import SimilarArtistTable
|
|
|
|
# Get the similar artists data from the database
|
|
similar_data = SimilarArtistTable.get_by_artisthash(artisthash)
|
|
|
|
if not similar_data or not similar_data.get("similar_artists"):
|
|
return []
|
|
|
|
# Get the source artist to include their tracks
|
|
source_artist = ArtistStore.artistmap.get(artisthash)
|
|
mixtracks = []
|
|
|
|
if source_artist:
|
|
# Add some tracks from the source artist first
|
|
source_tracks = TrackStore.get_tracks_by_trackhashes(
|
|
source_artist.trackhashes[:5]
|
|
)
|
|
mixtracks.extend(source_tracks)
|
|
|
|
# Get similar artist hashes sorted by weight (similarity score)
|
|
similar_entries = sorted(
|
|
similar_data["similar_artists"],
|
|
key=lambda x: x.get("weight", 0),
|
|
reverse=True,
|
|
)
|
|
|
|
# Collect tracks from similar artists
|
|
seen_trackhashes = {t.trackhash for t in mixtracks}
|
|
omit_trackhashes = {t.weakhash for t in mixtracks}
|
|
|
|
for entry in similar_entries:
|
|
if len(mixtracks) >= limit:
|
|
break
|
|
|
|
similar_artisthash = entry.get("artisthash")
|
|
if not similar_artisthash:
|
|
continue
|
|
|
|
similar_artist = ArtistStore.artistmap.get(similar_artisthash)
|
|
if not similar_artist:
|
|
continue
|
|
|
|
# Get tracks from this similar artist
|
|
artist_tracks = [
|
|
t
|
|
for t in TrackStore.get_tracks_by_trackhashes(
|
|
similar_artist.trackhashes
|
|
)
|
|
if t.weakhash not in omit_trackhashes
|
|
and t.trackhash not in seen_trackhashes
|
|
]
|
|
|
|
if artist_tracks:
|
|
# Add 1-3 random tracks from this artist
|
|
num_tracks = min(len(artist_tracks), random.randint(1, 3))
|
|
sample = random.sample(artist_tracks, k=num_tracks)
|
|
mixtracks.extend(sample)
|
|
seen_trackhashes.update(t.trackhash for t in sample)
|
|
omit_trackhashes.update(t.weakhash for t in sample)
|
|
|
|
# Balance the mix to ensure variety
|
|
if mixtracks:
|
|
mixtracks = balance_mix(mixtracks)
|
|
|
|
return mixtracks
|
|
|
|
@classmethod
|
|
def get_track_mix(cls, mix: Mix):
|
|
"""
|
|
Given a mix, returns the excess tracks as a custom mix.
|
|
"""
|
|
|
|
# INFO: If the mix can't have more than 20 tracks, return None
|
|
if len(mix.tracks) <= cls.MIX_TRACKS_LENGTH + 20:
|
|
return None
|
|
|
|
og_track = TrackStore.trackhashmap.get(mix.tracks[0])
|
|
|
|
if not og_track:
|
|
return None
|
|
|
|
og_track = og_track.get_best()
|
|
tracks = [og_track] + TrackStore.get_tracks_by_trackhashes(
|
|
mix.tracks[cls.MIX_TRACKS_LENGTH :]
|
|
)
|
|
|
|
trackmix = Mix(
|
|
id=f"t{mix.userid}{mix.extra['artisthash']}",
|
|
title=og_track.title,
|
|
description=cls.get_mix_description(tracks, mix.extra["artisthash"]),
|
|
tracks=[t.trackhash for t in tracks],
|
|
sourcehash=create_hash(*[t.trackhash for t in tracks]),
|
|
userid=mix.userid,
|
|
extra={
|
|
"type": "track",
|
|
"og_sourcehash": mix.sourcehash,
|
|
"images": cls.get_custom_mix_images(tracks),
|
|
"artists": None,
|
|
"albums": None,
|
|
},
|
|
)
|
|
trackmix.timestamp = mix.timestamp
|
|
|
|
# INFO: Write track mix save state
|
|
if mix.extra.get("trackmix_saved"):
|
|
trackmix.saved = True
|
|
|
|
return trackmix
|
|
|
|
@classmethod
|
|
def get_custom_mix_images(cls, tracks: list[Track]):
|
|
first_album = tracks[0].albumhash
|
|
first_img = {
|
|
"image": first_album + ".webp",
|
|
"type": "album",
|
|
"color": AlbumStore.albummap[first_album].album.color,
|
|
}
|
|
|
|
seen = set()
|
|
images = [first_img]
|
|
|
|
for track in tracks[1:]:
|
|
artisthash = track.artists[0]["artisthash"]
|
|
|
|
if artisthash in seen:
|
|
continue
|
|
|
|
artist = ArtistStore.artistmap.get(artisthash)
|
|
|
|
if not artist:
|
|
continue
|
|
|
|
seen.add(artisthash)
|
|
|
|
image = {
|
|
"image": artisthash + ".webp",
|
|
"type": "artist",
|
|
"color": artist.artist.color,
|
|
}
|
|
|
|
images.append(image)
|
|
|
|
if len(images) == 3:
|
|
break
|
|
|
|
return images
|
|
|
|
@staticmethod
|
|
def get_because_items(mixes: list[Mix]):
|
|
"""
|
|
Given a list of mixes, returns a list of artists that are similar to the
|
|
artists in the mixes.
|
|
"""
|
|
artists: dict[str, list[dict[str, str | int]]] = {}
|
|
albums: dict[str, list[dict[str, str | int]]] = {}
|
|
|
|
pivot_artist = None
|
|
pivot_artist_index = None
|
|
|
|
# Get pivot artist
|
|
for index, mix in enumerate(mixes):
|
|
artist = ArtistStore.artistmap.get(mix.extra["artisthash"])
|
|
if not artist:
|
|
continue
|
|
|
|
pivot_artist = artist.artist
|
|
pivot_artist_index = index
|
|
break
|
|
|
|
if not pivot_artist:
|
|
return None, None
|
|
|
|
for mix in mixes[pivot_artist_index:]:
|
|
mix_artisthash = mix.extra["artisthash"]
|
|
artists.setdefault(mix_artisthash, [])
|
|
albums.setdefault(mix_artisthash, [])
|
|
|
|
for artisthash in mix.extra["artists"]:
|
|
artist = ArtistStore.artistmap.get(artisthash)
|
|
|
|
if not artist:
|
|
continue
|
|
|
|
artists[mix_artisthash].append(
|
|
{
|
|
"type": "artist",
|
|
"trackcount": artist.artist.trackcount,
|
|
"hash": artisthash,
|
|
"help_text": str(artist.artist.trackcount)
|
|
+ ngettext(" track", " tracks", artist.artist.trackcount),
|
|
}
|
|
)
|
|
|
|
for albumhash in mix.extra["albums"]:
|
|
album = AlbumStore.albummap.get(albumhash)
|
|
|
|
if not album:
|
|
continue
|
|
|
|
albums[mix_artisthash].append(
|
|
{
|
|
"type": "album",
|
|
"trackcount": album.album.trackcount,
|
|
"hash": albumhash,
|
|
"help_text": str(album.album.trackcount)
|
|
+ ngettext(" track", " tracks", album.album.trackcount),
|
|
}
|
|
)
|
|
|
|
# INFO: Sort artists by trackcount
|
|
artists[mix_artisthash] = sorted(
|
|
artists[mix_artisthash],
|
|
key=lambda x: x["trackcount"],
|
|
reverse=True,
|
|
)
|
|
|
|
# INFO: Sort albums by trackcount
|
|
albums[mix_artisthash] = sorted(
|
|
albums[mix_artisthash],
|
|
key=lambda x: x["trackcount"],
|
|
reverse=True,
|
|
)
|
|
|
|
because_you_listened_to_artist = {
|
|
"title": "Because you listened to " + pivot_artist.name,
|
|
"items": albums[pivot_artist.artisthash][:15],
|
|
}
|
|
|
|
# Flatten list of artists and remove duplicates by artisthash
|
|
|
|
# for artist_list in artists.values():
|
|
# for artist in artist_list:
|
|
# if artist["hash"] not in seen:
|
|
# all_artists.append(artist)
|
|
# seen.add(artist["hash"])
|
|
|
|
artists_you_might_like = {
|
|
"title": "Artists you might like",
|
|
"items": artists[pivot_artist.artisthash][:15],
|
|
}
|
|
|
|
return because_you_listened_to_artist, artists_you_might_like
|