def add_track_ids(db: DbStore, export_path=EXPORT_PATH):
data = parse_file(export_path)
print("Loaded {} plays fro GDPR. Removing short plays (<30s)...".format(len(data)))
data = remove_short_plays(data)
print("Now got {} plays. Removing tracks already in database...".format(len(data)))
# FIXME
# data = remove_recent(data, db.get_first_record())
print("Got {} plays to insert into database".format(len(data)))
creds = get_credentials()
count = len(data)
failures = []
plays = []
cache = {}
for i, item in enumerate(data):
main_artist = item["artistName"].split(",")[0]
cache_key = "{}:{}".format(item["trackName"], item["artistName"])
print("[{}%] ".format(int(100 * i / count)), end="")
if cache_key in cache:
print("Cache hit! ", end="")
play = cache[cache_key]
# shift into format for play
else:
play = get_track_play(db, creds, item["trackName"], main_artist)
play = {
"track": {
"duration_ms": None,
"popularity": None,
"name": play["track_name"],
"id": play["track_id"],
"album": {
"name": play["album_name"],
"id": play["album_id"]
},
"artists": [
{
"name": play["main_artist_name"],
"id": play["main_artist_id"],
}
]
}
}
# strip().replace(" ", "T") + "Z"
if play:
play["played_at"] = item["time"].isoformat()
print("got {} by {} with id {}".format(item["trackName"], item["artistName"], play))
cache[cache_key] = play
db.add_play(play)
else:
failures.append(item)
print("FAIL FAIL FAIL")
print(failures)
with open("import.json", "w+", encoding="utf-8") as f:
f.write(json.dumps(plays, default=json_serial))
def refresh_events(db: DbStore):
config = util.config()["gen_events"]
if not config["enable"]:
logging.info("Skipping events as gen_events disbled")
return
logging.info("Refreshing events")
last_event = db.latest_event()
if last_event is not None:
after = last_event["timestamp"]
states = player_store.store().player_states_after_time_asc(after)
logging.info("Processing events after {}({})".format(after, unix_to_iso(after)))
initial_state = last_event
else:
logging.info("Processing all events (no existing events)")
states = player_store.store().player_get_states_asc_timestamp()
initial_state = {"state": {}}
logging.info("Initial state for event gen: {}".format(initial_state.__str__()))
logging.info("Num states to process = {}".format(len(states)))
new_events = gen_events(initial_state, states)
logging.info("Generated {} new events".format(len(new_events)))
if len(new_events) > 0:
for event in new_events:
db.add_event(event)
add_prev_track_id(db)
logging.info("Deleting old states...")
player_store.store().delete_states()
logging.info("Done with gen_events")
def update_albums(db: DbStore, creds: Credentials):
album_ids = db.incomplete_album_ids()
full_albums = get_albums(album_ids, creds, UPDATE_SLEEP_MS)
for album in full_albums:
db.update_full_album(album["id"], album["release_date_precision"],
album["release_date"], album["type"],
album["images"][0]["url"],
album["images"][1]["url"],
album["images"][2]["url"], album["label"],
album["popularity"], album["genres"])
def import_from_mongo():
db = DbStore()
i = 0
for track in util.get_spotify_db().tracks.find():
db.add_play_from_mongo(track)
i += 1
if i % 100 == 0:
print("Added {}".format(i))
def import_context_from_mongo():
db = DbStore()
for i, track in enumerate(util.get_spotify_db().tracks.find()):
dt = track["played_at"].isoformat()
context = track.get("context")
if context is not None and "uri" in context:
db.add_context(dt, context["uri"])
if i % 100 == 0:
print("Added {}".format(i))
db.conn.commit()
def insert(tracks, db: DbStore):
# Get last track listened to stored in db
# This is to ensure we don't duplicate items in database
latest_track_time = db.most_recent_played_at()
logging.info(
"Retrieved tracks from Spotify, filtering out ones played up to {}".
format(latest_track_time))
if latest_track_time:
tracks = remove_tracks_before_inc(tracks, latest_track_time)
logging.info("Inserting {} tracks".format(len(tracks)))
for track in tracks:
logging.info("Adding track {}".format(util.track_to_string(track)))
db.add_play(track)
def add_prev_track_id(db: DbStore):
events = db.events_with_track_id()
prev_track_id = events[0]["state"]["track_id"]
n_updated = 0
for event in events[1:]:
track_id = event["state"]["track_id"]
if track_id != prev_track_id and event.get("prev_track_id") != prev_track_id:
n_updated += 1
db.set_prev_track_id(event["state"]["timestamp"], prev_track_id)
prev_track_id = track_id
db.commit()
logging.info("Added prev track info to {} items".format(n_updated))
def update_tracks(db: DbStore, creds: Credentials):
track_ids = db.incomplete_track_ids()
full_tracks = get_tracks(track_ids, creds, UPDATE_SLEEP_MS)
features = get_track_features(track_ids, creds, UPDATE_SLEEP_MS)
logging.info("Found {} tracks to update".format(len(track_ids)))
for i, track in enumerate(full_tracks):
feature = features[i]
db.update_full_track(track["id"], track["track_number"],
track["disc_number"], feature["valence"],
feature["tempo"], feature["danceability"],
feature["energy"], feature["instrumentalness"],
feature["speechiness"], feature["time_signature"],
feature["loudness"], feature["liveness"],
feature["acousticness"])
def run_export():
if not config()["export"]["enable"]:
logging.info("Export disabled, not running...")
return
logging.info("Enabled, running yoyoyo okokokok")
os.chdir(get_path("upload"))
prev_music = ""
if os.path.exists("music.csv"):
prev_music = open("music.csv", "r").read()
db = DbStore()
write_csv(db)
if open("music.csv", "r").read() != prev_music:
logging.info("music.csv changed so reuploading to github")
# I know should use subprocess
os.system("rm main.sqlite")
os.system("cp ../main.sqlite main.sqlite")
os.system('sqlite3 main.sqlite ".dump" > main.sql')
os.system("git add main.sql music.csv")
os.system("git commit -m \"Data upload at {}\"".format(
datetime.datetime.now().isoformat()))
os.system("git push -u origin master")
else:
logging.info("tracks.txt the same, no new music to upload")
def do_main():
db = DbStore()
creds = get_credentials()
download_and_store_history(db, creds)
perform_update(db, creds)
upload()
logging.info("Done!")
def move_events():
db = DbStore()
total = util.get_spotify_db().events.find().count()
for i, event in enumerate(util.get_spotify_db().events.find()):
if i % 100 == 0:
print("Moving events {}%".format(util.percent(i, total)))
db.add_event(event)
db.commit()
def fix_tracks(creds: Credentials, db: DbStore):
track_ids = db.track_ids()
full_tracks = get_tracks(track_ids, creds, UPDATE_SLEEP_MS)
logging.info("Downloaded all tracks, updating db...")
for track in full_tracks:
for artist in track["artists"]:
db.add_track_artist(track["id"], artist["id"])
for artist in track["album"]["artists"]:
db.add_album_artist(track["album"]["id"], artist["id"])
db.commit()
logging.info("Fixed all tracks")
def get_track_play(db: DbStore, creds, track_name, artist_name):
# Check local database first for id
local_db_play = db.play_from_name_and_artist(track_name, artist_name)
if local_db_play is not None:
local_db_play["played_at"] = None
local_db_play["context"] = None
print("FROM LOCAL DB {} {}".format(track_name, artist_name))
return local_db_play
# No luck, spotify search instead to get id
query = "track:{} artist:{}".format(track_name, artist_name)
result = search(query, "track", "tracks", creds)
for track in result:
if track["name"] == track_name:
for artist in track["artists"]:
if artist["name"] == artist_name:
print("FROM SPOTIFY {} {}".format(track_name, artist_name))
return {
"track": track,
"played_at": None, # Fill this out later
"context": None # No context in GDPR
}
return None
def update_artists(db: DbStore, creds: Credentials):
artist_ids = db.incomplete_artist_ids()
full_artists = get_artists(artist_ids, creds, UPDATE_SLEEP_MS)
for artist in full_artists:
db.update_full_artist(artist["id"], artist["popularity"],
artist["followers"]["total"], artist["genres"])
def write_basic_track_file(db: DbStore):
contents = ""
for track in db.get_basic_tracks():
contents += "{},{},{}\n".format(track[0], track[1], track[2])
open("tracks.txt", "w+").write(contents)
def write_csv(db: DbStore):
db.export_plays_as_csv(get_path("upload/music.csv"))
def main():
db = DbStore()
print(add_track_ids(db, "StreamingHistory.json"))
