What did you listen to the most on any given month? (via last.fm)

any-month.py

#!/usr/bin/env python
#
# any-month.py
#
#   What did you listen to the most on any given month? (via last.fm)
#
#   Example:
#
#     $ find ~/public_html/mixtape -name index.xspf -print0 | xargs -0 ./any-month.py
#              Wild Orchid Children  where the mexican boys go
#                   Crystal Castles  Reckless
#     Natalie Portman's Shaved Head  Sophisticated Side Ponytail
#     Natalie Portman's Shaved Head  Iceage Babeland
#              Wild Orchid Children  birth of a cabin
#                       Wolf Parade  Fancy Claps
#                   Crystal Castles  1991
#                 Portugal. The Man  Church Mouth
#                    Feral Children  The Beast=Goldmine
#                       Wolf Parade  Grounds for Divorce
#                    Feral Children  Zyghost
#     The Sound of Animals Fighting  I, The Swan
#     The Sound of Animals Fighting  The Ocean And The Sun
#                         Man Party  The Party Will Come
#                         Man Party  Sonny Boy
#                             UNKLE  In a Broken Dream
#                             UNKLE  24 Frames
#                     Simon Viklund  Rise of the Albatross
#                     Simon Viklund  Bionic Commando Rearmed (Main Theme)
#                 Portugal. The Man  Marching with 6
#

import collections
import datetime
import difflib
import operator
import optparse
import urllib
import xml.etree.ElementTree as ET

LFM_API_KEY = '068e57ae9465c496f8c4ceecdc4ca644'

OPTIONS = optparse.OptionParser(usage='Usage: %prog [old-playlist.xspf ...]',
                                description='What did you listen to the most on any given month? (via last.fm)',
                                epilog='The XSPFs playlists, of course, contains tracks you want to exclude.')
OPTIONS.add_option('-u', '--user',
                   default='quad',
                   help='your last.fm user (default: quad)',
                   metavar='USER',
                   action='store')
OPTIONS.add_option('-w', '--when',
                   default=datetime.datetime.now().strftime('%Y-%m'),
                   help='the year and month to report on (default: this month)',
                   metavar='YYYY-MM',
                   action='store')

class XSPF:
    """A very ghetto XSPF parser."""

    NS = '{http://xspf.org/ns/0/}'
    Track = collections.namedtuple('Track', 'album, creator, title')

    def __init__(self, filename):
        tree = ET.parse(filename)
        tracks_xml = tree.find(self.NS + 'trackList').findall(self.NS + 'track')

        self.tracks = [self.Track(t.find(self.NS + 'album').text,
                                  t.find(self.NS + 'creator').text,
                                  t.find(self.NS + 'title').text)
                       for t in tracks_xml]

def lfm_call(method, **kwargs):
    """Make a web service call to last.fm."""

    url = "http://ws.audioscrobbler.com/2.0/?method=%s&%s&api_key=%s" % \
            (method, urllib.urlencode(kwargs), LFM_API_KEY)
    result = urllib.urlopen(url)

    return ET.parse(result)

def get_charts(user):
    """Get all of a user's weekly charts."""

    charts_resp = lfm_call('user.getWeeklyChartList', user=user)
    charts_xml = charts_resp.find('weeklychartlist').findall('chart')

    return [map(datetime.datetime.fromtimestamp, [int(chart.attrib['from']), int(chart.attrib['to'])])
            for chart in charts_xml]

def get_weekly_tracks(user, when_from, when_to):
    """Get all of a user's weekly tracks between the specified dates."""

    c_from, c_to = map(lambda d: d.strftime('%s'), [when_from, when_to])

    tracks_resp = lfm_call('user.getWeeklyTrackChart', **{'user': user, 'from': c_from, 'to': c_to})
    tracks_xml = tracks_resp.find('weeklytrackchart').findall('track')

    return dict([((t.find('artist').text, t.find('name').text), int(t.find('playcount').text))
                 for t in tracks_xml])

def get_pop_tracks(user, when):
    """Get a user's popular tracks for a specified month."""

    # Get all charts for the specified month.

    charts = [(c_from, c_to) for c_from, c_to in get_charts(user)
              if c_from.year == when.year and c_from.month == when.month]

    # Get all tracks for those charts.

    tracks_weekly = [get_weekly_tracks(user, c_from, c_to) for c_from, c_to in charts]

    # Combine the weekly charts together.

    def _(left, right):
        for k, v in left.items():
            right[k] = right.get(k, 0) + v

        return right

    tracks = reduce(_, tracks_weekly, {})

    # Find the top tracks.

    return sorted(tracks.iteritems(), key=operator.itemgetter(1), reverse=True)

def mask_tracks(tracks, mask):
    """Mask a selection of tracks."""

    lowered_mask = [(a.lower(), t.lower()) for a, t in mask]
    all_artists = set([a for a, t in lowered_mask])

    def _(artist, title):
        artist = artist.lower()
        title = title.lower()

        for maybe_artist in difflib.get_close_matches(artist, all_artists):
            maybe_titles = [t for a, t in lowered_mask if a == maybe_artist]

            if difflib.get_close_matches(title, maybe_titles):
                return True

    return [(t, pc) for t, pc in tracks if not _(*t)]

def limit_artist_occurence(tracks, max_occurence):
    """Limit the number of times an artist can occur in a track list."""

    selected_artists = collections.defaultdict(int)

    for index, playcount in tracks:
        artist, title = index

        selected_artists[artist] += 1

        if (selected_artists[artist] <= max_occurence):
            yield index, playcount

def prettyprint_tracklist(tracks):
    """Print a formatted track list."""

    if tracks:
        max_artist_length = max([len(a) for (a, t), pc in tracks])
        f = "%%%us  %%s" % max_artist_length

        for (a, t), pc in tracks:
            print f % (a, t)

def main():
    # Parse the command-line arguments.

    (opts, playlists) = OPTIONS.parse_args()

    # Load the tracks to be masked from the playlists.

    tracks_xspf = sum([XSPF(fn).tracks for fn in playlists], [])
    masks = [(t.creator, t.title) for t in set(tracks_xspf)]
    
    # Retrieve the most listened tracks for the month.

    when = datetime.datetime.strptime(opts.when, '%Y-%m').date()
    tracks_pop = get_pop_tracks(opts.user, when)

    # Do some playlist post-processing, so as to not be too boring.

    tracks = mask_tracks(tracks_pop, masks)
    mix = list(limit_artist_occurence(tracks, 2))

    # Only print the top 20 tracks.

    num_tracks = min(20, len(mix))
    prettyprint_tracklist(mix[:num_tracks])

if __name__ == '__main__':
    main()