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393 lines
13 KiB
393 lines
13 KiB
# imports {{{ #
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import requests
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import math
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import os
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import json
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from django.db.models import Count, F, Max
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from django.db import IntegrityError
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from django.http import JsonResponse
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from django.core import serializers
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from django.utils import timezone
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from .models import *
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from . import views
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from login.models import User
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from pprint import pprint
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from dateutil.parser import parse
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from datetime import datetime
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from django.db.models import FloatField
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from django.db.models.functions import Cast
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HISTORY_ENDPOINT = 'https://api.spotify.com/v1/me/player/recently-played'
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# }}} imports #
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# console_logging = True
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console_logging = False
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artists_genre_processed = 0
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features_processed = 0
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# update_track_genres {{{ #
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def update_track_genres(user_obj):
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"""Updates user_obj's tracks with the most common genre associated with the
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songs' artist(s).
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:user_obj: User object who's tracks are being updated.
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:returns: None
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"""
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tracks_processed = 0
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user_tracks = Track.objects.filter(users__exact=user_obj)
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for track in user_tracks:
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# just using this variable to save another call to db
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track_artists = list(track.artists.all())
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# TODO: Use the most popular genre of the first artist as the Track genre
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first_artist_genres = track_artists[0].genres.all().order_by('-num_songs')
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undefined_genre_obj = Genre.objects.get(name="undefined")
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most_common_genre = first_artist_genres.first() if first_artist_genres.first() is \
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not undefined_genre_obj else first_artist_genres[1]
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track.genre = most_common_genre if most_common_genre is not None \
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else undefined_genre_obj
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track.save()
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tracks_processed += 1
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if console_logging:
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print("Added '{}' as genre for song #{} - '{}'".format(
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track.genre,
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tracks_processed,
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track.name,
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))
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# }}} update_track_genres #
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# save_track_obj {{{ #
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def save_track_obj(track_dict, artists, user_obj):
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"""Make an entry in the database for this track if it doesn't exist already.
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:track_dict: dictionary from the API call containing track information.
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:artists: artists of the song, passed in as a list of Artist objects.
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:user_obj: User object for which this Track is to be associated with.
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:returns: (The created/retrieved Track object, created)
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"""
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track_query = Track.objects.filter(id__exact=track_dict['id'])
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if len(track_query) != 0:
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return track_query[0], False
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else:
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# check if track is simple or full, simple Track object won't have year
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# if 'album' in track_dict:
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if 'release_date' in track_dict['album']:
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# try:
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new_track = Track.objects.create(
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id=track_dict['id'],
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year=track_dict['album']['release_date'].split('-')[0],
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popularity=int(track_dict['popularity']),
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runtime=int(float(track_dict['duration_ms']) / 1000),
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name=track_dict['name'],
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)
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else:
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# except (IntegrityError, KeyError) as e:
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new_track = Track.objects.create(
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id=track_dict['id'],
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popularity=int(track_dict['popularity']),
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runtime=int(float(track_dict['duration_ms']) / 1000),
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name=track_dict['name'],
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)
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# have to add artists and user_obj after saving object since track needs to
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# have ID before filling in m2m field
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for artist in artists:
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new_track.artists.add(artist)
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# print(new_track.name, artist.name)
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if user_obj != None:
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new_track.users.add(user_obj)
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new_track.save()
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return new_track, True
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# }}} save_track_obj #
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# get_audio_features {{{ #
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def get_audio_features(headers, track_objs):
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"""Creates and saves a new AudioFeatures objects for the respective
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track_objs. track_objs should contain the API limit for a single call
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(FEATURES_LIMIT) for maximum efficiency.
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:headers: headers containing the API token
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:track_objs: Track objects to associate with the new AudioFeatures object
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:returns: None
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"""
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track_ids = str.join(",", [track_obj.id for track_obj in track_objs])
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params = {'ids': track_ids}
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features_response = requests.get("https://api.spotify.com/v1/audio-features",
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headers=headers,
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params={'ids': track_ids}
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).json()['audio_features']
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# pprint.pprint(features_response)
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useless_keys = [ "key", "mode", "type", "liveness", "id", "uri",
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"track_href", "analysis_url", "time_signature", ]
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for i in range(len(track_objs)):
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if features_response[i] is not None:
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# Data that we don't need
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cur_features_obj = AudioFeatures()
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cur_features_obj.track = track_objs[i]
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for key, val in features_response[i].items():
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if key not in useless_keys:
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setattr(cur_features_obj, key, val)
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cur_features_obj.save()
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if console_logging:
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global features_processed
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features_processed += 1
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print("Added features for song #{} - {}".format(
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features_processed, track_objs[i].name))
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# }}} get_audio_features #
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# process_artist_genre {{{ #
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def process_artist_genre(genre_name, artist_obj):
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"""Increase count for corresponding Genre object to genre_name and associate that
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Genre object with artist_obj.
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:genre_name: Name of genre.
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:artist_obj: Artist object to associate Genre object with
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:returns: None
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"""
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genre_obj, created = Genre.objects.get_or_create(name=genre_name, defaults={'num_songs': 1})
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if not created:
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genre_obj.num_songs = F('num_songs') + 1
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genre_obj.save()
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artist_obj.genres.add(genre_obj)
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artist_obj.save()
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# }}} process_artist_genre #
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# add_artist_genres {{{ #
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def add_artist_genres(headers, artist_objs):
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"""Adds genres to artist_objs and increases the count the respective Genre
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object. artist_objs should contain the API limit for a single call
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(ARTIST_LIMIT) for maximum efficiency.
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:headers: For making the API call.
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:artist_objs: List of Artist objects for which to add/tally up genres for.
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:returns: None
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"""
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artist_ids = str.join(",", [artist_obj.id for artist_obj in artist_objs])
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artists_response = requests.get('https://api.spotify.com/v1/artists/',
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headers=headers,
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params={'ids': artist_ids},
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).json()['artists']
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for i in range(len(artist_objs)):
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if len(artists_response[i]['genres']) == 0:
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process_artist_genre("undefined", artist_objs[i])
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else:
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for genre in artists_response[i]['genres']:
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process_artist_genre(genre, artist_objs[i])
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# print(artist_objs[i].name, genre)
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if console_logging:
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global artists_genre_processed
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artists_genre_processed += 1
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print("Added genres for artist #{} - {}".format(
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artists_genre_processed, artist_objs[i].name))
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# }}} add_artist_genres #
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# get_artists_in_genre {{{ #
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def get_artists_in_genre(user, genre):
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"""Return count of artists in genre.
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:user: User object to return data for.
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:genre: genre to count artists for. (string)
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:returns: dict of artists in the genre along with the number of songs they
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have.
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"""
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genre_obj = Genre.objects.get(name=genre)
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tracks_in_genre = Track.objects.filter(genre=genre_obj, users=user)
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track_count = tracks_in_genre.count()
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user_artists = Artist.objects.filter(track__users=user) # use this variable to save on db queries
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total_artist_counts = tracks_in_genre.aggregate(counts=Count('artists'))['counts']
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processed_artist_counts = {}
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for artist in user_artists:
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# TODO: figure out collab problem #
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# artist_count = math.floor(artist.track_set.filter(genre=genre_obj,
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# users=user).count() * track_count / total_artist_counts)
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artist_count = artist.track_set.filter(genre=genre_obj,
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users=user).count()
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if artist_count > 0:
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processed_artist_counts[artist.name] = artist_count
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return processed_artist_counts
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# }}} get_artists_in_genre #
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# save_track_artists {{{ #
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def save_track_artists(track_dict, artist_genre_queue, user_headers):
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""" Update artist info before creating Track so that Track object can
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reference Artist object.
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:track_dict: response from Spotify API for track
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:returns: list of Artist objects in Track
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"""
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track_artists = []
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for artist_dict in track_dict['artists']:
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artist_obj, artist_created = Artist.objects.get_or_create(
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id=artist_dict['id'],
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name=artist_dict['name'],)
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# only add/tally up artist genres if new
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if artist_created:
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artist_genre_queue.append(artist_obj)
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if len(artist_genre_queue) == views.ARTIST_LIMIT:
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add_artist_genres(user_headers, artist_genre_queue)
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artist_genre_queue[:] = []
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track_artists.append(artist_obj)
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return track_artists
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# }}} save_track_artists #
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# get_user_header {{{ #
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def get_user_header(user_obj):
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"""Returns the authorization string needed to make an API call.
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:user_obj: User to return the auth string for.
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:returns: the authorization string used for the header in a Spotify API
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call.
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"""
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seconds_elapsed = (timezone.now() -
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user_obj.access_obtained_at).total_seconds()
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if seconds_elapsed >= user_obj.access_expires_in:
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req_body = {
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'grant_type': 'refresh_token',
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'refresh_token': user_obj.refresh_token,
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'client_id': os.environ['SPOTIFY_CLIENT_ID'],
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'client_secret': os.environ['SPOTIFY_CLIENT_SECRET']
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}
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token_response = requests.post('https://accounts.spotify.com/api/token',
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data=req_body).json()
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user_obj.access_token = token_response['access_token']
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user_obj.access_expires_in = token_response['expires_in']
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user_obj.save()
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return {'Authorization': "Bearer " + user_obj.access_token}
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# }}} get_user_header #
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# save_history_obj {{{ #
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def save_history_obj (user, timestamp, track):
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"""Return (get/create) a History object with the specified parameters. Can't
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use built-in get_or_create since don't know auto PK.
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:user: User object History should be associated with
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:timestamp: time at which song was listened to
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:track: Track object for song
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:returns: History object
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"""
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history_query = History.objects.filter(user__exact=user,
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timestamp__exact=timestamp)
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if len(history_query) == 0:
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history_obj = History.objects.create(user=user, timestamp=timestamp,
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track=track)
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else:
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history_obj = history_query[0]
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return history_obj
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# }}} save_history_obj #
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# get_next_history_row {{{ #
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def get_next_history_row(csv_reader, headers, prev_info):
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"""Return formatted information from next row in history CSV file.
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:csv_reader: TODO
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:headers:
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:prev_info: history_obj_info of last row in case no more rows
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:returns: (boolean of if last row, dict with information of next row)
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"""
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try:
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row = next(csv_reader)
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# if Track.objects.filter(id__exact=row[1]).exists():
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history_obj_info = {}
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for i in range(len(headers)):
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history_obj_info[headers[i]] = row[i]
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return False, history_obj_info
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except StopIteration:
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return True, prev_info
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# }}} get_next_history_row #
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# parse_history {{{ #
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def parse_history(user_secret):
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"""Scans user's listening history and stores the information in a
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database.
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:user_secret: secret for User object who's library is being scanned.
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:returns: None
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"""
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user_obj = User.objects.get(secret=user_secret)
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payload = {'limit': str(views.USER_TRACKS_LIMIT)}
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last_time_played = History.objects.filter(user=user_obj).aggregate(Max('timestamp'))['timestamp__max']
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if last_time_played is not None:
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payload['after'] = last_time_played.isoformat()
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artist_genre_queue = []
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user_headers = get_user_header(user_obj)
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history_response = requests.get(HISTORY_ENDPOINT,
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headers=user_headers,
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params=payload).json()['items']
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# pprint(history_response)
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tracks_processed = 0
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for track_dict in history_response:
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# don't associate history track with User, not necessarily in their
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# library
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# track_obj, track_created = save_track_obj(track_dict['track'],
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# track_artists, None)
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track_artists = save_track_artists(track_dict['track'], artist_genre_queue,
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user_headers)
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track_obj, track_created = save_track_obj(track_dict['track'],
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track_artists, None)
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history_obj = save_history_obj(user_obj, parse(track_dict['played_at']),
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track_obj)
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tracks_processed += 1
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if console_logging:
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print("Added history track #{}: {}".format(
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tracks_processed, history_obj,))
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if len(artist_genre_queue) > 0:
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add_artist_genres(user_headers, artist_genre_queue)
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# TODO: update track genres from History relation
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# update_track_genres(user_obj)
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print("Scanned {} history tracks for user {} at {}.".format(
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tracks_processed, user_obj.id, datetime.now()))
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# }}} get_history #
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