mirror of https://github.com/krateng/maloja.git
646 lines
16 KiB
Python
646 lines
16 KiB
Python
import sqlalchemy as sql
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import json
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import unicodedata
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import math
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from datetime import datetime
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from ..globalconf import data_dir
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from .dbcache import cached_wrapper
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from doreah.logging import log
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from doreah.regular import runhourly
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##### DB Technical
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DB = {}
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engine = sql.create_engine(f"sqlite:///{data_dir['scrobbles']('malojadb.sqlite')}", echo = False)
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meta = sql.MetaData()
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DB['scrobbles'] = sql.Table(
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'scrobbles', meta,
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sql.Column('timestamp',sql.Integer,primary_key=True),
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sql.Column('rawscrobble',sql.String),
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sql.Column('origin',sql.String),
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sql.Column('duration',sql.Integer),
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sql.Column('track_id',sql.Integer,sql.ForeignKey('tracks.id'))
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)
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DB['tracks'] = sql.Table(
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'tracks', meta,
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sql.Column('id',sql.Integer,primary_key=True),
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sql.Column('title',sql.String),
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sql.Column('title_normalized',sql.String),
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sql.Column('length',sql.Integer)
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)
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DB['artists'] = sql.Table(
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'artists', meta,
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sql.Column('id',sql.Integer,primary_key=True),
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sql.Column('name',sql.String),
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sql.Column('name_normalized',sql.String)
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)
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DB['trackartists'] = sql.Table(
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'trackartists', meta,
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sql.Column('id',sql.Integer,primary_key=True),
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sql.Column('artist_id',sql.Integer,sql.ForeignKey('artists.id')),
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sql.Column('track_id',sql.Integer,sql.ForeignKey('tracks.id'))
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)
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DB['associated_artists'] = sql.Table(
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'associated_artists', meta,
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sql.Column('source_artist',sql.Integer,sql.ForeignKey('artists.id')),
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sql.Column('target_artist',sql.Integer,sql.ForeignKey('artists.id')),
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sql.UniqueConstraint('source_artist', 'target_artist')
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)
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meta.create_all(engine)
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##### DB <-> Dict translations
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## ATTENTION ALL ADVENTURERS
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## this is what a scrobble dict will look like from now on
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## this is the single canonical source of truth
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## stop making different little dicts in every single function
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## this is the schema that will definitely 100% stay like this and not
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## randomly get changed two versions later
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## here we go
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#
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# {
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# "time":int,
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# "track":{
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# "artists":list,
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# "title":string,
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# "album":{
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# "name":string,
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# "artists":list
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# },
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# "length":None
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# },
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# "duration":int,
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# "origin":string,
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# "extra":{string-keyed mapping for all flags with the scrobble}
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# }
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##### Conversions between DB and dicts
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# These should work on whole lists and collect all the references,
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# then look them up once and fill them in
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### DB -> DICT
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def scrobbles_db_to_dict(rows):
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tracks = get_tracks_map(set(row.track_id for row in rows))
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return [
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{
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"time":row.timestamp,
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"track":tracks[row.track_id],
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"duration":row.duration,
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"origin":row.origin
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}
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for row in rows
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]
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def scrobble_db_to_dict(row):
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return scrobbles_db_to_dict([row])[0]
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def tracks_db_to_dict(rows):
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artists = get_artists_of_tracks(set(row.id for row in rows))
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return [
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{
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"artists":artists[row.id],
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"title":row.title,
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"length":row.length
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}
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for row in rows
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]
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def track_db_to_dict(row):
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return tracks_db_to_dict([row])[0]
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def artists_db_to_dict(rows):
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return [
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row.name
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for row in rows
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]
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def artist_db_to_dict(row):
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return artists_db_to_dict([row])[0]
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### DICT -> DB
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# TODO
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def scrobble_dict_to_db(info):
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return {
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"rawscrobble":json.dumps(info),
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"timestamp":info['time'],
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"origin":info['origin'],
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"duration":info['duration'],
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"track_id":get_track_id(info['track'])
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}
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def track_dict_to_db(info):
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return {
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"title":info['title'],
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"title_normalized":normalize_name(info['title']),
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"length":info.get('length')
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}
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def artist_dict_to_db(info):
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return {
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"name": info,
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"name_normalized":normalize_name(info)
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}
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##### Actual Database interactions
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def add_scrobble(scrobbledict,dbconn=None):
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add_scrobbles([scrobbledict])
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def add_scrobbles(scrobbleslist,dbconn=None):
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ops = [
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DB['scrobbles'].insert().values(
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**scrobble_dict_to_db(s)
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) for s in scrobbleslist
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]
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with engine.begin() as conn:
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for op in ops:
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try:
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conn.execute(op)
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except sql.exc.IntegrityError:
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pass
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### these will 'get' the ID of an entity, creating it if necessary
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@cached_wrapper
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def get_track_id(trackdict,dbconn=None):
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ntitle = normalize_name(trackdict['title'])
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artist_ids = [get_artist_id(a) for a in trackdict['artists']]
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with engine.begin() as conn:
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op = DB['tracks'].select(
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DB['tracks'].c.id
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).where(
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DB['tracks'].c.title_normalized==ntitle
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)
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result = conn.execute(op).all()
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for row in result:
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# check if the artists are the same
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foundtrackartists = []
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with engine.begin() as conn:
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op = DB['trackartists'].select(
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DB['trackartists'].c.artist_id
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).where(
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DB['trackartists'].c.track_id==row[0]
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)
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result = conn.execute(op).all()
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match_artist_ids = [r.artist_id for r in result]
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#print("required artists",artist_ids,"this match",match_artist_ids)
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if set(artist_ids) == set(match_artist_ids):
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#print("ID for",trackdict['title'],"was",row[0])
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return row.id
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with engine.begin() as conn:
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op = DB['tracks'].insert().values(
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**track_dict_to_db(trackdict)
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)
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result = conn.execute(op)
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track_id = result.inserted_primary_key[0]
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with engine.begin() as conn:
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for artist_id in artist_ids:
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op = DB['trackartists'].insert().values(
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track_id=track_id,
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artist_id=artist_id
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)
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result = conn.execute(op)
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#print("Created",trackdict['title'],track_id)
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return track_id
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@cached_wrapper
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def get_artist_id(artistname,dbconn=None):
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nname = normalize_name(artistname)
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#print("looking for",nname)
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with engine.begin() as conn:
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op = DB['artists'].select(
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DB['artists'].c.id
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).where(
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DB['artists'].c.name_normalized==nname
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)
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result = conn.execute(op).all()
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for row in result:
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#print("ID for",artistname,"was",row[0])
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return row.id
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with engine.begin() as conn:
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op = DB['artists'].insert().values(
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name=artistname,
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name_normalized=nname
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)
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result = conn.execute(op)
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#print("Created",artistname,result.inserted_primary_key)
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return result.inserted_primary_key[0]
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### Functions that get rows according to parameters
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@cached_wrapper
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def get_scrobbles_of_artist(artist,since=None,to=None,dbconn=None):
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if since is None: since=0
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if to is None: to=now()
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artist_id = get_artist_id(artist)
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jointable = sql.join(DB['scrobbles'],DB['trackartists'],DB['scrobbles'].c.track_id == DB['trackartists'].c.track_id)
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with engine.begin() as conn:
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op = jointable.select().where(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since,
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DB['trackartists'].c.artist_id==artist_id
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).order_by(sql.asc('timestamp'))
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result = conn.execute(op).all()
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result = scrobbles_db_to_dict(result)
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#result = [scrobble_db_to_dict(row,resolve_references=resolve_references) for row in result]
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return result
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@cached_wrapper
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def get_scrobbles_of_track(track,since=None,to=None,dbconn=None):
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if since is None: since=0
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if to is None: to=now()
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track_id = get_track_id(track)
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with engine.begin() as conn:
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op = DB['scrobbles'].select().where(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since,
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DB['scrobbles'].c.track_id==track_id
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).order_by(sql.asc('timestamp'))
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result = conn.execute(op).all()
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result = scrobbles_db_to_dict(result)
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#result = [scrobble_db_to_dict(row) for row in result]
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return result
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@cached_wrapper
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def get_scrobbles(since=None,to=None,resolve_references=True,dbconn=None):
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if since is None: since=0
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if to is None: to=now()
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with engine.begin() as conn:
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op = DB['scrobbles'].select().where(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since,
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).order_by(sql.asc('timestamp'))
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result = conn.execute(op).all()
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result = scrobbles_db_to_dict(result)
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#result = [scrobble_db_to_dict(row,resolve_references=resolve_references) for i,row in enumerate(result) if i<max]
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return result
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@cached_wrapper
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def get_artists_of_track(track_id,resolve_references=True,dbconn=None):
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with engine.begin() as conn:
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op = DB['trackartists'].select().where(
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DB['trackartists'].c.track_id==track_id
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)
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result = conn.execute(op).all()
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artists = [get_artist(row.artist_id) if resolve_references else row.artist_id for row in result]
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return artists
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@cached_wrapper
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def get_tracks_of_artist(artist,dbconn=None):
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artist_id = get_artist_id(artist)
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with engine.begin() as conn:
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op = sql.join(DB['tracks'],DB['trackartists']).select().where(
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DB['trackartists'].c.artist_id==artist_id
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)
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result = conn.execute(op).all()
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return tracks_db_to_dict(result)
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@cached_wrapper
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def get_artists(dbconn=None):
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with engine.begin() as conn:
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op = DB['artists'].select()
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result = conn.execute(op).all()
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return artists_db_to_dict(result)
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@cached_wrapper
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def get_tracks(dbconn=None):
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with engine.begin() as conn:
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op = DB['tracks'].select()
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result = conn.execute(op).all()
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return tracks_db_to_dict(result)
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### functions that count rows for parameters
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@cached_wrapper
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def count_scrobbles_by_artist(since,to,dbconn=None):
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jointable = sql.join(
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DB['scrobbles'],
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DB['trackartists'],
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DB['scrobbles'].c.track_id == DB['trackartists'].c.track_id
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)
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jointable2 = sql.join(
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jointable,
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DB['associated_artists'],
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DB['trackartists'].c.artist_id == DB['associated_artists'].c.source_artist,
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isouter=True
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)
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with engine.begin() as conn:
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op = sql.select(
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sql.func.count(sql.func.distinct(DB['scrobbles'].c.timestamp)).label('count'),
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# only count distinct scrobbles - because of artist replacement, we could end up
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# with two artists of the same scrobble counting it twice for the same artist
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# e.g. Irene and Seulgi adding two scrobbles to Red Velvet for one real scrobble
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sql.func.coalesce(DB['associated_artists'].c.target_artist,DB['trackartists'].c.artist_id).label('artist_id')
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# use the replaced artist as artist to count if it exists, otherwise original one
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).select_from(jointable2).where(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since
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).group_by(
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sql.func.coalesce(DB['associated_artists'].c.target_artist,DB['trackartists'].c.artist_id)
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).order_by(sql.desc('count'))
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result = conn.execute(op).all()
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counts = [row.count for row in result]
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artists = get_artists_map([row.artist_id for row in result])
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result = [{'scrobbles':row.count,'artist':artists[row.artist_id]} for row in result]
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result = rank(result,key='scrobbles')
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return result
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@cached_wrapper
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def count_scrobbles_by_track(since,to,dbconn=None):
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with engine.begin() as conn:
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op = sql.select(
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sql.func.count(sql.func.distinct(DB['scrobbles'].c.timestamp)).label('count'),
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DB['scrobbles'].c.track_id
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).select_from(DB['scrobbles']).where(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since
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).group_by(DB['scrobbles'].c.track_id).order_by(sql.desc('count'))
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result = conn.execute(op).all()
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counts = [row.count for row in result]
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tracks = get_tracks_map([row.track_id for row in result])
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result = [{'scrobbles':row.count,'track':tracks[row.track_id]} for row in result]
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result = rank(result,key='scrobbles')
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return result
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@cached_wrapper
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def count_scrobbles_by_track_of_artist(since,to,artist,dbconn=None):
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artist_id = get_artist_id(artist)
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jointable = sql.join(
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DB['scrobbles'],
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DB['trackartists'],
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DB['scrobbles'].c.track_id == DB['trackartists'].c.track_id
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)
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with engine.begin() as conn:
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op = sql.select(
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sql.func.count(sql.func.distinct(DB['scrobbles'].c.timestamp)).label('count'),
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DB['scrobbles'].c.track_id
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).select_from(jointable).filter(
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DB['scrobbles'].c.timestamp<=to,
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DB['scrobbles'].c.timestamp>=since,
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DB['trackartists'].c.artist_id==artist_id
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).group_by(DB['scrobbles'].c.track_id).order_by(sql.desc('count'))
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result = conn.execute(op).all()
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counts = [row.count for row in result]
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tracks = get_tracks_map([row.track_id for row in result])
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result = [{'scrobbles':row.count,'track':tracks[row.track_id]} for row in result]
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result = rank(result,key='scrobbles')
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return result
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### functions that get mappings for several entities -> rows
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@cached_wrapper
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def get_artists_of_tracks(track_ids,dbconn=None):
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with engine.begin() as conn:
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op = sql.join(DB['trackartists'],DB['artists']).select().where(
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DB['trackartists'].c.track_id.in_(track_ids)
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)
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result = conn.execute(op).all()
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artists = {}
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for row in result:
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artists.setdefault(row.track_id,[]).append(artist_db_to_dict(row))
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return artists
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@cached_wrapper
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def get_tracks_map(track_ids,dbconn=None):
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with engine.begin() as conn:
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op = DB['tracks'].select().where(
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DB['tracks'].c.id.in_(track_ids)
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)
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result = conn.execute(op).all()
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tracks = {}
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trackids = [row.id for row in result]
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trackdicts = tracks_db_to_dict(result)
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for i in range(len(trackids)):
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tracks[trackids[i]] = trackdicts[i]
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return tracks
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@cached_wrapper
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def get_artists_map(artist_ids,dbconn=None):
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with engine.begin() as conn:
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op = DB['artists'].select().where(
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DB['artists'].c.id.in_(artist_ids)
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)
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result = conn.execute(op).all()
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artists = {}
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artistids = [row.id for row in result]
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artistdicts = artists_db_to_dict(result)
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for i in range(len(artistids)):
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artists[artistids[i]] = artistdicts[i]
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return artists
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### associations
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@cached_wrapper
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def get_associated_artists(dbconn=None,*artists):
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artist_ids = [get_artist_id(a) for a in artists]
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jointable = sql.join(
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DB['associated_artists'],
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DB['artists'],
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DB['associated_artists'].c.source_artist == DB['artists'].c.id
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)
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with engine.begin() as conn:
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op = jointable.select().where(
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DB['associated_artists'].c.target_artist.in_(artist_ids)
|
||
)
|
||
result = conn.execute(op).all()
|
||
|
||
artists = artists_db_to_dict(result)
|
||
return artists
|
||
|
||
@cached_wrapper
|
||
def get_credited_artists(dbconn=None,*artists):
|
||
artist_ids = [get_artist_id(a) for a in artists]
|
||
|
||
jointable = sql.join(
|
||
DB['associated_artists'],
|
||
DB['artists'],
|
||
DB['associated_artists'].c.target_artist == DB['artists'].c.id
|
||
)
|
||
|
||
with engine.begin() as conn:
|
||
op = jointable.select().where(
|
||
DB['associated_artists'].c.source_artist.in_(artist_ids)
|
||
)
|
||
result = conn.execute(op).all()
|
||
|
||
artists = artists_db_to_dict(result)
|
||
return artists
|
||
|
||
|
||
### get a specific entity by id
|
||
|
||
@cached_wrapper
|
||
def get_track(id,dbconn=None):
|
||
with engine.begin() as conn:
|
||
op = DB['tracks'].select().where(
|
||
DB['tracks'].c.id==id
|
||
)
|
||
result = conn.execute(op).all()
|
||
|
||
trackinfo = result[0]
|
||
return track_db_to_dict(trackinfo)
|
||
|
||
@cached_wrapper
|
||
def get_artist(id,dbconn=None):
|
||
with engine.begin() as conn:
|
||
op = DB['artists'].select().where(
|
||
DB['artists'].c.id==id
|
||
)
|
||
result = conn.execute(op).all()
|
||
|
||
artistinfo = result[0]
|
||
return artist_db_to_dict(artistinfo)
|
||
|
||
|
||
|
||
|
||
|
||
##### MAINTENANCE
|
||
|
||
@runhourly
|
||
def clean_db():
|
||
with engine.begin() as conn:
|
||
#log(f"Database Cleanup...")
|
||
|
||
### Delete tracks that have no scrobbles (delete their trackartist entries first)
|
||
a1 = conn.execute(sql.text('''
|
||
delete from trackartists where track_id in (select id from tracks where id not in (select track_id from scrobbles))
|
||
''')).rowcount
|
||
a2 = conn.execute(sql.text('''
|
||
delete from tracks where id not in (select track_id from scrobbles)
|
||
''')).rowcount
|
||
|
||
if a2+a1>0: log(f"Deleted {a2} tracks without scrobbles ({a1} track artist entries)")
|
||
|
||
### Delete artists that have no tracks
|
||
# we actually don't wanna do that as it will break collection artists
|
||
# that don't have songs themselves
|
||
#a3 = conn.execute(sql.text('''
|
||
# delete from artists where id not in (select artist_id from trackartists)
|
||
#''')).rowcount
|
||
#
|
||
#if a3>0: log(f"Deleted {a3} artists without tracks")
|
||
|
||
### Delete tracks that have no artists (delete their scrobbles first)
|
||
a4 = conn.execute(sql.text('''
|
||
delete from scrobbles where track_id in (select id from tracks where id not in (select track_id from trackartists))
|
||
''')).rowcount
|
||
a5 = conn.execute(sql.text('''
|
||
delete from tracks where id not in (select track_id from trackartists)
|
||
''')).rowcount
|
||
|
||
if a5+a4>0: log(f"Deleted {a5} tracks without artists ({a4} scrobbles)")
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
##### AUX FUNCS
|
||
|
||
|
||
|
||
# function to turn the name into a representation that can be easily compared, ignoring minor differences
|
||
remove_symbols = ["'","`","’"]
|
||
replace_with_space = [" - ",": "]
|
||
def normalize_name(name):
|
||
for r in replace_with_space:
|
||
name = name.replace(r," ")
|
||
name = "".join(char for char in unicodedata.normalize('NFD',name.lower())
|
||
if char not in remove_symbols and unicodedata.category(char) != 'Mn')
|
||
return name
|
||
|
||
|
||
def now():
|
||
return int(datetime.now().timestamp())
|
||
|
||
def rank(ls,key):
|
||
for rnk in range(len(ls)):
|
||
if rnk == 0 or ls[rnk][key] < ls[rnk-1][key]:
|
||
ls[rnk]["rank"] = rnk + 1
|
||
else:
|
||
ls[rnk]["rank"] = ls[rnk-1]["rank"]
|
||
return ls
|