listening-analysis/scrobble-prep.py

84 lines
2.9 KiB
Python
Raw Normal View History

2020-01-25 11:40:20 +00:00
from fmframework.net.network import Network as FmNet
from spotframework.net.network import Network as SpotNet
from spotframework.net.user import NetworkUser
from spotframework.model.uri import Uri
from csv import DictWriter
import os
import datetime
import json
from log import logger
spotnet = SpotNet(NetworkUser(client_id=os.environ['SPOT_CLIENT'],
client_secret=os.environ['SPOT_SECRET'],
refresh_token=os.environ['SPOT_REFRESH']).refresh_access_token())
fmnet = FmNet(username='sarsoo', api_key=os.environ['FM_CLIENT'])
# initialise cache
uri_cache_name = 'uris.json'
if os.path.isfile(uri_cache_name):
with open(uri_cache_name, 'r') as uri_cache:
uris = json.loads(uri_cache.read())
else:
uris = []
# scrobble range
from_date = datetime.datetime(year=2017, month=1, day=1)
to_date = datetime.datetime(year=2018, month=1, day=1)
scrobbles = fmnet.get_recent_tracks(from_time=from_date, to_time=to_date, page_limit=200)
# populate with uris
for scrobble in scrobbles:
cache_entry = [i for i in uris if
i['name'] == scrobble.track.name.lower() and
i['artist'] == scrobble.track.artist.name.lower()]
# check cache
if len(cache_entry) == 0:
logger.info(f'pulling {scrobble.track}')
spotify_search = spotnet.search(query_types=[Uri.ObjectType.track],
track=scrobble.track.name,
artist=scrobble.track.artist.name,
response_limit=5).tracks
if len(spotify_search) > 0:
uris.append({
'name': scrobble.track.name.lower(),
'artist': scrobble.track.artist.name.lower(),
'uri': str(spotify_search[0].uri)
})
scrobble.uri = spotify_search[0].uri
else:
logger.debug('no search tracks returned')
scrobble.uri = None
# cache entry available
else:
# logger.info(f'{scrobble.track} found in cache')
scrobble.uri = cache_entry[0]['uri']
date = str(datetime.date.today())
with open(f'{date}_scrobbles.csv', 'w', newline='') as fileobj:
headers = ['track', 'album', 'artist', 'time', 'track id', 'album id', 'artist id', 'uri']
writer = DictWriter(fileobj, fieldnames=headers, dialect='excel-tab')
writer.writeheader()
for scrobble in scrobbles:
writer.writerow({
'track': scrobble.track.name,
'album': scrobble.track.album.name,
'artist': scrobble.track.artist.name,
'time': scrobble.time,
'track id': scrobble.track.mbid,
'album id': scrobble.track.album.mbid,
'artist id': scrobble.track.artist.mbid,
'uri': str(scrobble.uri) if scrobble.uri is not None else ''
})
with open(uri_cache_name, 'w') as uri_cache:
uri_cache.write(json.dumps(uris))