beets/beetsplug/echonest.py
Peter Schnebel 6f5d4d1328 new proposal
2013-10-26 08:56:18 +02:00

372 lines
15 KiB
Python

import time
import logging
import socket
from beets import util, config, plugins, ui, library
import pyechonest
import pyechonest.song
import pyechonest.track
log = logging.getLogger('beets')
# If a request at the EchoNest fails, we want to retry the request RETRIES
# times and wait between retries for RETRY_INTERVAL seconds.
RETRIES = 10
RETRY_INTERVAL = 10
# for converting files
import os
import tempfile
from string import Template
from subprocess import Popen
DEVNULL = open(os.devnull, 'wb')
# The attributes we can import and where to store them
# Note: We use echonest_id (song_id) and echonest_fingerprint to speed up
# lookups. They are not listed as attributes here.
ATTRIBUTES = {
'energy' : 'echonest_energy',
'liveness' : 'echonest_liveness',
'speechiness' : 'echonest_speechiness',
'acousticness' : 'echonest_acousticness',
'danceability' : 'echonest_danceability',
'valence' : 'echonest_valence',
'tempo' : 'bpm',
}
def _splitstrip(string):
"""Split string at comma and return the stripped values as array."""
return [ s.strip() for s in string.split(u',') ]
class EchonestMetadataPlugin(plugins.BeetsPlugin):
_songs = {}
_attributes = []
_no_mapping = []
def __init__(self):
super(EchonestMetadataPlugin, self).__init__()
self.config.add({
'auto' : True,
'apikey' : u'NY2KTZHQ0QDSHBAP6',
'codegen' : None,
'upload' : True
'convert' : True
})
for k, v in ATTRIBUTES.iteritems():
self.config.add({k:v})
pyechonest.config.ECHO_NEST_API_KEY = \
config['echonest']['apikey'].get(unicode)
if config['echonest']['codegen'].get() is not None:
pyechonest.config.CODEGEN_BINARY_OVERRIDE = \
config['echonest']['codegen'].get(unicode)
self.register_listener('import_task_start', self.fetch_song_task)
self.register_listener('import_task_apply', self.apply_metadata_task)
def _echofun(self, func, **kwargs):
"""Wrapper for requests to the EchoNest API. Will retry up to RETRIES
times and wait between retries for RETRY_INTERVAL seconds.
"""
for i in range(RETRIES):
try:
result = func(**kwargs)
except pyechonest.util.EchoNestAPIError as e:
if e.code == 3:
# reached access limit per minute
time.sleep(RETRY_INTERVAL)
elif e.code == 5:
# specified identifier does not exist
# no use in trying again.
log.debug(u'echonest: {}'.format(e))
return None
else:
log.error(u'echonest: {0}'.format(e.args[0][0]))
return None
except (pyechonest.util.EchoNestIOError, socket.error) as e:
log.warn(u'echonest: IO error: {0}'.format(e))
time.sleep(RETRY_INTERVAL)
else:
break
else:
# If we exited the loop without breaking, then we used up all
# our allotted retries.
raise Exception(u'exceeded retries')
return None
return result
def fingerprint(self, item):
"""Get the fingerprint for this item from the EchoNest. If we already
have a fingerprint, return it and don't calculate it again.
"""
if item.get('echonest_fingerprint', None) is not None:
try:
code = self._echofun(pyechonest.util.codegen, filename=item.path)
item['echonest_fingerprint'] = code[0]['code']
item.write()
except Exception as exc:
log.error(u'echonest: fingerprinting failed: {0}'
.format(str(exc)))
return None
return item.get('echonest_fingerprint')
def convert(self, item):
"""Converts an item in an unsupported media format to ogg. Config
pending.
This is stolen from Jakob Schnitzers convert plugin.
"""
fd, dest = tempfile.mkstemp(u'.ogg')
os.close(fd)
source = item.path
# FIXME: use avconv?
command = u'ffmpeg -i $source -y -acodec libvorbis -vn -aq 2 $dest'.split(u' ')
log.info(u'echonest: encoding {0} to {1}'
.format(util.displayable_path(source),
util.displayable_path(dest)))
opts = []
for arg in command:
arg = arg.encode('utf-8')
opts.append(Template(arg).substitute({
'source': source,
'dest': dest
}))
try:
encode = Popen(opts, close_fds=True, stderr=DEVNULL)
encode.wait()
except Exception as exc:
log.error(u'echonest: encode failed: {0}'.format(str(exc)))
util.remove(dest)
util.prune_dirs(os.path.dirname(dest))
return None
if encode.returncode != 0:
log.info(u'echonest: encoding {0} failed ({1}). Cleaning up...'
.format(util.displayable_path(source), encode.returncode))
util.remove(dest)
util.prune_dirs(os.path.dirname(dest))
return None
log.info(u'Finished encoding {0}'.format(util.displayable_path(source)))
return dest
def analyze(self, item):
"""Upload the item to the EchoNest for analysis. May require to
convert the item to a supported media format.
"""
try:
source = item.path
if item.format.lower() not in ['wav', 'mp3', 'au', 'ogg', 'mp4', 'm4a']:
if not config['echonest']['convert'].get(bool):
raise Exception(u'format {} not supported for upload'
.format(item.format))
else:
source = self.convert(item)
if source is None:
raise Exception(u'failed to convert file'
.format(item.format))
log.info(u'echonest: uploading file, be patient')
track = self._echofun(pyechonest.track.track_from_filename,
filename=source)
if track is None:
raise Exception(u'failed to upload file')
# Sometimes we have a track but no song. I guess this happens for
# new / unverified songs. We need to 'extract' the audio_summary
# from the track object 'manually'. I don't know why the
# pyechonest API handles tracks (merge audio_summary to __dict__)
# and songs (keep audio_summary in an extra attribute)
# differently.
# Maybe a patch for pyechonest could help?
ids = []
try:
ids = [track.song_id]
except Exception:
result = {}
result['energy'] = track.energy
result['liveness'] = track.liveness
result['speechiness'] = track.speechiness
result['acousticness'] = track.acousticness
result['danceability'] = track.danceability
result['valence'] = track.valence
result['tempo'] = track.tempo
return result
songs = self._echofun(pyechonest.song.profile,
ids=ids, track_ids=[track.id],
buckets=['audio_summary'])
if songs is None:
raise Exception(u'failed to retrieve info from upload')
return self._pick_song(songs, item)
except Exception as exc:
log.error(u'echonest: analysis failed: {0}'.format(str(exc)))
return None
def identify(self, item):
"""Try to identify the song at the EchoNest.
"""
try:
code = self.fingerprint(item)
if code is None:
raise Exception(u'can not identify without a fingerprint')
songs = self._echofun(pyechonest.song.identify, code=code)
if not songs:
raise Exception(u'no songs found')
return max(songs, key=lambda s: s.score)
except Exception as exc:
log.error(u'echonest: identification failed: {0}'.format(str(exc)))
return None
def _pick_song(self, songs, item):
"""Helper method to pick the best matching song from a list of songs
returned by the EchoNest. Compares artist, title and duration. If
the artist and title match and the duration difference is <= 1.0
seconds, it's considered a match.
"""
pick = None
if songs:
min_dist = item.length
for song in songs:
if song.artist_name.lower() == item.artist.lower() \
and song.title.lower() == item.title.lower():
dist = abs(item.length - song.audio_summary['duration'])
if dist < min_dist:
min_dist = dist
pick = song
if min_dist > 1.0:
return None
return pick
def search(self, item):
"""Search the item at the EchoNest by artist and title.
"""
try:
songs = self._echofun(pyechonest.song.search, title=item.title,
results=100, artist=item.artist,
buckets=['id:musicbrainz', 'tracks'])
pick = self._pick_song(songs, item)
if pick is None:
raise Exception(u'no (matching) songs found')
return pick
except Exception as exc:
log.error(u'echonest: search failed: {0}'.format(str(exc)))
return None
def profile(self, item):
"""Do a lookup on the EchoNest by MusicBrainz ID.
"""
try:
if item.get('echonest_id', None) is None:
if not item.mb_trackid:
raise Exception(u'musicbrainz ID not available')
mbid = 'musicbrainz:track:{0}'.format(item.mb_trackid)
track = self._echofun(pyechonest.track.track_from_id, identifier=mbid)
if not track:
raise Exception(u'could not get track from ID')
ids = track.song_id
else:
ids = item.get('echonest_id')
songs = self._echofun(pyechonest.song.profile, ids=ids,
buckets=['id:musicbrainz', 'audio_summary'])
if not songs:
raise Exception(u'could not get songs from track ID')
return self._pick_song(songs, item)
except Exception as exc:
log.debug(u'echonest: profile failed: {0}'.format(str(exc)))
return None
def fetch_song(self, item):
"""Try all methods, to get a matching song object from the EchoNest.
"""
methods = [self.profile, self.search, self.identify]
if config['echonest']['codegen'].get() is not None:
methods.append(self.identify)
if config['echonest']['upload'].get(bool):
methods.append(self.analyze)
for method in methods:
try:
song = method(item)
if not song is None:
if isinstance(song, pyechonest.song.Song):
log.debug(u'echonest: got song through {0}: {1} - {2} [{3}]'
.format(method.im_func.func_name,
item.artist, item.title,
song.audio_summary['duration']))
else: # it's our dict filled from a track object
log.debug(u'echonest: got song through {0}: {1} - {2} [{3}]'
.format(method.im_func.func_name,
item.artist, item.title,
song['duration']))
return song
except Exception as exc:
log.debug(u'echonest: profile failed: {0}'.format(str(exc)))
return None
def apply_metadata(self, item):
"""Copy the metadata from the EchoNest to the item.
"""
if item.path in self._songs:
# song can be a dict
if isinstance(self._songs[item.path], pyechonest.song.Song):
item.echonest_id = self._songs[item.path].id
values = self._songs[item.path].audio_summary
else:
values = self._songs[item.path]
for k, v in values.iteritems():
if ATTRIBUTES.has_key(k) and ATTRIBUTES[k] is not None:
log.debug(u'echonest: metadata: {0} = {1}'
.format(ATTRIBUTES[k], v))
item[ATTRIBUTES[k]] = v
if config['import']['write'].get(bool):
log.info(u'echonest: writing metadata: {0}'
.format(util.displayable_path(item.path)))
item.write()
if item._lib:
item.store()
else:
log.warn(u'echonest: no metadata available')
def requires_update(self, item):
"""Check if this item requires an update from the EchoNest aka data is
missing.
"""
for k, v in ATTRIBUTES.iteritems():
if v is None:
continue
if item.get(v, None) is None:
return True
log.info(u'echonest: no update required')
return False
def fetch_song_task(self, task, session):
items = task.items if task.is_album else [task.item]
for item in items:
song = self.fetch_song(item)
if not song is None:
self._songs[item.path] = song
def apply_metadata_task(self, task, session):
for item in task.imported_items():
self.apply_metadata(item)
def commands(self):
cmd = ui.Subcommand('echonest',
help='Fetch metadata from the EchoNest')
cmd.parser.add_option('-f', '--force', dest='force',
action='store_true', default=False,
help='(re-)download information from the EchoNest')
def func(lib, opts, args):
self.config.set_args(opts)
for item in lib.items(ui.decargs(args)):
log.info(u'echonest: {0} - {1} [{2}]'.format(item.artist,
item.title, item.length))
if self.config['force'] or self.requires_update(item):
song = self.fetch_song(item)
if not song is None:
self._songs[item.path] = song
self.apply_metadata(item)
cmd.func = func
return [cmd]
# eof