def main():
# load existing all.db
mw.progress.start( label='Loading existing all.db', immediate=True )
t_0 = time.time()
cur = util.allDb() if cfg1('loadAllDb') else None
printf( 'Loaded all.db in %f sec' % ( time.time() - t_0 ) )
mw.progress.finish()
# update all.db
allDb = mkAllDb( cur )
# merge in external.db
mw.progress.start( label='Merging ext.db', immediate=True )
ext = MorphDb( cfg1('path_ext'), ignoreErrors=True )
allDb.merge( ext )
mw.progress.finish()
# update notes
knownDb = updateNotes( allDb )
# update stats and refresh display
stats.updateStats( knownDb )
mw.toolbar.draw()
# set global allDb
util._allDb = allDb
def highlight(txt, extra, fieldDict, field, mod_field):
'''When a field is marked with the 'focusMorph' command, we format it by
wrapping all the morphemes in <span>s with attributes set to its maturity'''
# must avoid formatting a smaller morph that is contained in a bigger morph
# => do largest subs first and don't sub anything already in <span>
def nonSpanSub(sub, repl, string):
return u''.join(
re.sub(sub, repl, s) if not s.startswith('<span') else s
for s in re.split('(<span.*?</span>)', string))
from morphemes import getMorphemes
ms = getMorphemes(txt)
for m in sorted(ms, key=lambda x: len(x.inflected),
reverse=True): # largest subs first
locs = allDb().db.get(m, set())
mat = max(loc.maturity for loc in locs) if locs else 0
if mat >= cfg1('threshold_mature'): mtype = 'mature'
elif mat >= cfg1('threshold_known'): mtype = 'known'
elif mat >= cfg1('threshold_seen'): mtype = 'seen'
else: mtype = 'unknown'
repl = u'<span class="morphHighlight" mtype="{mtype}" mat="{mat}">{morph}</span>'.format(
morph=m.inflected, mtype=mtype, mat=mat)
txt = nonSpanSub(m.inflected, repl, txt)
return txt
def main():
# load existing all.db
mw.progress.start(label='Loading existing all.db', immediate=True)
t_0 = time.time()
cur = util.allDb() if cfg1('loadAllDb') else None
printf('Loaded all.db in %f sec' % (time.time() - t_0))
mw.progress.finish()
# update all.db
allDb = mkAllDb(cur)
# merge in external.db
mw.progress.start(label='Merging ext.db', immediate=True)
ext = MorphDb(cfg1('path_ext'), ignoreErrors=True)
allDb.merge(ext)
mw.progress.finish()
# update notes
knownDb = updateNotes(allDb)
# update stats and refresh display
stats.updateStats(knownDb)
mw.toolbar.draw()
# set global allDb
util._allDb = allDb
def run( duelingSubsPath, outputSubsPath, morphemizer, matureFmt, knownFmt, unknownFmt ):
# Load files
kdb = MorphDb( cfg1('path_known') )
mdb = MorphDb( cfg1('path_mature') )
subFileLines = codecs.open( duelingSubsPath, 'r', 'utf-8' ).readlines()
# Get dueling subs
dialogueLines = [ l for l in subFileLines if l.startswith( u'Dialogue' ) ]
header = subFileLines[ : subFileLines.index( dialogueLines[0] ) ]
assert len( dialogueLines ) % 2 == 0, 'Should be an even number of dialogue lines'
lines = []
for i in xrange( 0, len( dialogueLines ), 2 ):
target, native = dialogueLines[i:i+2]
target, native, pre = getText( target ), getText( native ), getPreText( target )
# get unknowns
ms = getMorphemes(morphemizer, target)
unknowns, N_k = getNotInDb( ms, kdb.db )
unmatures, N_m = getNotInDb( ms, mdb.db )
d = { 'target':target, 'native':native, 'N_k':N_k, 'N_m':N_m, 'unknowns':unknowns, 'unmatures':unmatures }
if N_m == 0:
lines.append( pre + matureFmt % d )
elif N_k == 0:
lines.append( pre + knownFmt % d )
else:
lines.append( pre + unknownFmt % d )
outFile = codecs.open( outputSubsPath, 'w', 'utf-8' )
outFile.write( u''.join( header ) )
outFile.write( u'\n'.join( lines ) )
outFile.close()
def updateStats( knownDb=None ):
mw.progress.start( label='Updating stats', immediate=True )
from morphemes import MorphDb
d = {}
# Load known.db and get total morphemes known
if knownDb is None:
knownDb = MorphDb( cfg1('path_known'), ignoreErrors=True )
d['totalKnown'] = len( knownDb.db )
# Load Goal.*.db dbs, get morphemes required, and compare vs known.db
d['goals'] = {}
goalDbPaths = glob.glob( os.path.join( cfg1('path_dbs'), 'Goal.*.db' ) )
for path in goalDbPaths:
name = os.path.basename( path )[5:][:-3]
gdb = MorphDb( path )
# track total unique morphemes + when weighted by frequency
# NOTE: a morpheme may occur multiple times within the same sentence, but this frequency is wrt note fields
numUniqueReq, numUniqueKnown, numFreqReq, numFreqKnown = 0, 0, 0, 0
for m,locs in gdb.db.iteritems():
numUniqueReq += 1
numFreqReq += len( locs )
if m in knownDb.db:
numUniqueKnown += 1
numFreqKnown += len( locs )
d['goals'][ name ] = { 'total':numUniqueReq, 'known':numUniqueKnown, 'freqTotal':numFreqReq, 'freqKnown':numFreqKnown }
saveStats( d )
mw.progress.finish()
return d
def run( duelingSubsPath, outputSubsPath, whitelist, blacklist, matureFmt, knownFmt, unknownFmt ):
# Load files
kdb = MorphDb( cfg1('path_known') )
mdb = MorphDb( cfg1('path_mature') )
subFileLines = codecs.open( duelingSubsPath, 'r', 'utf-8' ).readlines()
# Get dueling subs
dialogueLines = [ l for l in subFileLines if l.startswith( u'Dialogue' ) ]
header = subFileLines[ : subFileLines.index( dialogueLines[0] ) ]
assert len( dialogueLines ) % 2 == 0, 'Should be an even number of dialogue lines'
lines = []
for i in xrange( 0, len( dialogueLines ), 2 ):
jpn, eng = dialogueLines[i:i+2]
jpn, eng, pre = getText( jpn ), getText( eng ), getPreText( jpn )
# get unknowns
ms = getMorphemes( jpn, whitelist, blacklist )
unknowns, N_k = getNotInDb( ms, kdb.db )
unmatures, N_m = getNotInDb( ms, mdb.db )
d = { 'jpn':jpn, 'eng':eng, 'N_k':N_k, 'N_m':N_m, 'unknowns':unknowns, 'unmatures':unmatures }
if N_m == 0:
lines.append( pre + matureFmt % d )
elif N_k == 0:
lines.append( pre + knownFmt % d )
else:
lines.append( pre + unknownFmt % d )
outFile = codecs.open( outputSubsPath, 'w', 'utf-8' )
outFile.write( u''.join( header ) )
outFile.write( u'\n'.join( lines ) )
outFile.close()
def my_reviewer_keyHandler(self, evt):
''' :type self: aqt.reviewer.Reviewer '''
key = unicode(evt.text())
key_browse, key_skip = cfg1('browse same focus key'), cfg1(
'set known and skip key')
if key == key_skip: setKnownAndSkip(self)
elif key == key_browse: browseSameFocus(self)
def mkAllDb( allDb=None ):
t_0, db, TAG = time.time(), mw.col.db, mw.col.tags
N_notes = db.scalar( 'select count() from notes' )
mw.progress.start( label='Prep work for all.db creation', max=N_notes, immediate=True )
if not allDb: allDb = MorphDb()
fidDb = allDb.fidDb()
locDb = allDb.locDb( recalc=False ) # fidDb() already forces locDb recalc
mw.progress.update( label='Generating all.db data' )
for i,( nid, mid, flds, guid, tags ) in enumerate( db.execute( 'select id, mid, flds, guid, tags from notes' ) ):
if i % 500 == 0: mw.progress.update( value=i )
C = partial( cfg, mid, None )
if not C('enabled'): continue
mats = [ ( 0.5 if ivl == 0 and ctype == 1 else ivl ) for ivl, ctype in db.execute( 'select ivl, type from cards where nid = :nid', nid=nid ) ]
ts, alreadyKnownTag = TAG.split( tags ), C('tag_alreadyKnown')
if alreadyKnownTag in ts:
mats += [ C('threshold_mature')+1 ]
for fieldName in C('morph_fields'):
try: # if doesn't have field, continue
#fieldValue = normalizeFieldValue( getField( fieldName, flds, mid ) )
fieldValue = getMecabField( fieldName, flds, mid )
except KeyError: continue
except TypeError:
mname = mw.col.models.get( mid )[ 'name' ]
errorMsg( u'Failed to get field "{field}" from a note of model "{model}". Please fix your config.py file to match your collection appropriately and ignore the following error.'.format( model=mname, field=fieldName ) )
raise
loc = fidDb.get( ( nid, guid, fieldName ), None )
if not loc:
loc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
ms = getMorphemes( fieldValue )
if ms: #TODO: this needed? should we change below too then?
#printf( ' .loc for %d[%s]' % ( nid, fieldName ) )
locDb[ loc ] = ms
else:
# mats changed -> new loc (new mats), move morphs
if loc.fieldValue == fieldValue and loc.maturities != mats:
printf( ' .mats for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
locDb[ newLoc ] = locDb.pop( loc )
# field changed -> new loc, new morphs
elif loc.fieldValue != fieldValue:
printf( ' .morphs for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
ms = getMorphemes( fieldValue )
locDb.pop( loc )
locDb[ newLoc ] = ms
printf( 'Processed all %d notes in %f sec' % ( N_notes, time.time() - t_0 ) )
mw.progress.update( value=i, label='Creating all.db object' )
allDb.clear()
allDb.addFromLocDb( locDb )
if cfg1('saveDbs'):
mw.progress.update( value=i, label='Saving all.db to disk' )
allDb.save( cfg1('path_all') )
printf( 'Processed all %d notes + saved all.db in %f sec' % ( N_notes, time.time() - t_0 ) )
mw.progress.finish()
return allDb
def per( st, n ):
mats = mw.col.db.list( 'select ivl from cards where nid = :nid', nid=n.id )
for f in cfg( n.mid, None, 'morph_fields' ):
ms = getMorphemes( n[ f ], None, cfg1('morph_blacklist') )
loc = AnkiDeck( n.id, f, n[ f ], n.guid, mats )
st['morphDb'].addMsL( ms, loc )
return st
def getMorphemesMecab(e):
ms = [tuple(m.split('\t')) for m in interact(e).split('\r')] # morphemes
ms = [Morpheme(*m) for m in ms
if len(m) == MECAB_NODE_LENGTH] # filter garbage
#if whitelist: ms = [ m for m in ms if m.pos in whitelist ]
blacklist = cfg1('mecab_blacklist')
if blacklist: ms = [m for m in ms if m.pos not in blacklist]
ms = [fixReading(m) for m in ms]
return ms
def highlight( txt, extra, fieldDict, field, mod_field ):
'''When a field is marked with the 'focusMorph' command, we format it by
wrapping all the morphemes in <span>s with attributes set to its maturity'''
from util import getFilterByTagsAndType
from morphemizer import getMorphemizerByName
from morphemes import getMorphemes
# must avoid formatting a smaller morph that is contained in a bigger morph
# => do largest subs first and don't sub anything already in <span>
def nonSpanSub( sub, repl, string ):
return u''.join( re.sub( sub, repl, s ) if not s.startswith('<span') else s for s in re.split( '(<span.*?</span>)', string ) )
# find morphemizer; because no note/card information is exposed through arguments, we have to find morphemizer based on tags alone
#from aqt.qt import debug; debug()
#
#if mw.reviewer.card is None: return txt
#note = mw.reviewer.card.note()
#if not isNoteSame(note, fieldDict): return txt
#from aqt.qt import debug; debug()
tags = fieldDict['Tags'].split()
filter = getFilterByTagsAndType(fieldDict['Type'], tags)
if filter is None:
return txt
morphemizer = getMorphemizerByName(filter['Morphemizer'])
if morphemizer is None:
return txt
ms = getMorphemes(morphemizer, txt, tags)
for m in sorted( ms, key=lambda x: len(x.inflected), reverse=True ): # largest subs first
locs = allDb().db.get( m, set() )
mat = max( loc.maturity for loc in locs ) if locs else 0
if mat >= cfg1( 'threshold_mature' ): mtype = 'mature'
elif mat >= cfg1( 'threshold_known' ): mtype = 'known'
elif mat >= cfg1( 'threshold_seen' ): mtype = 'seen'
else: mtype = 'unknown'
repl = u'<span class="morphHighlight" mtype="{mtype}" mat="{mat}">{morph}</span>'.format(
morph = m.inflected,
mtype = mtype,
mat = mat
)
txt = nonSpanSub( m.inflected, repl, txt )
return txt
def per( st, n ): # :: State -> Note -> State
#n.delTag( st['tags'] ) # clear tags if they already exist?
for field in cfg( n.mid, None, 'morph_fields' ):
for m in getMorphemes( n[ field ], None, cfg1('morph_blacklist') ):
if m in st['db'].db:
n.addTag( st['tags'] )
break
n.flush()
return st
def onExtractTxtFile( self ):
srcPath = QFileDialog.getOpenFileName( caption='Text file to extract from?', directory=dbsPath )
if not srcPath: return
destPath = QFileDialog.getSaveFileName( caption='Save morpheme db to?', directory=dbsPath + os.sep + 'textFile.db' )
if not destPath: return
mat = cfg1('text file import maturity')
db = MorphDb.mkFromFile( str(srcPath), getAllMorphemizers()[self.morphemizerComboBox.currentIndex()], mat )
if db:
db.save( str(destPath) )
infoMsg( 'Extracted successfully' )
def onExtractTxtFile( self ):
srcPath = QFileDialog.getOpenFileName( caption='Text file to extract from?', directory=dbsPath )
if not srcPath: return
destPath = QFileDialog.getSaveFileName( caption='Save morpheme db to?', directory=dbsPath + os.sep + 'textFile.db' )
if not destPath: return
mat = cfg1('text file import maturity')
db = MorphDb.mkFromFile( str(srcPath), mat )
if db:
db.save( str(destPath) )
infoMsg( 'Extracted successfully' )
def per(st, n): # :: State -> Note -> State
#n.delTag( st['tags'] ) # clear tags if they already exist?
for field in cfg(n.mid, None, 'morph_fields'):
for m in getMorphemes(n[field], None, cfg1('morph_blacklist')):
if m in st['db'].db:
n.addTag(st['tags'])
break
n.flush()
return st
def updateStats(knownDb=None):
mw.progress.start(label='Updating stats', immediate=True)
from morphemes import MorphDb
d = {}
# Load known.db and get total morphemes known
if knownDb is None:
knownDb = MorphDb(cfg1('path_known'), ignoreErrors=True)
d['totalKnown'] = len(knownDb.db)
# Load Goal.*.db dbs, get morphemes required, and compare vs known.db
d['goals'] = {}
goalDbPaths = glob.glob(os.path.join(cfg1('path_dbs'), 'Goal.*.db'))
for path in goalDbPaths:
name = os.path.basename(path)[5:][:-3]
gdb = MorphDb(path)
# track total unique morphemes + when weighted by frequency
# NOTE: a morpheme may occur multiple times within the same sentence, but this frequency is wrt note fields
numUniqueReq, numUniqueKnown, numFreqReq, numFreqKnown = 0, 0, 0, 0
for m in gdb.db.iterkeys():
freq = gdb.db.frequency(m)
numUniqueReq += 1
numFreqReq += freq
if m in knownDb.db:
numUniqueKnown += 1
numFreqKnown += freq
d['goals'][name] = {
'total': numUniqueReq,
'known': numUniqueKnown,
'freqTotal': numFreqReq,
'freqKnown': numFreqKnown
}
saveStats(d)
mw.progress.finish()
return d
def per( st, n ):
n.delTag( st['tags'] )
if n['k+N'] == '1': # FIXME this special but commonly wanted logic must be a cfg option
ms = getMorphemes( n['focusMorph'], None, cfg1('morph_blacklist') )
for m in ms:
if m in st['db'].db:
n.addTag( st['tags'] )
break
n.flush()
return st
def markFocusSeen( self, n ):
'''Mark a focusMorph as already seen so future new cards with the same focus
will be skipped. Also prints number of cards to be skipped if enabled'''
global seenMorphs
try:
if not focus( n ): return
q = u'%s:%s' % ( focusName( n ), focus( n ) )
except KeyError: return
seenMorphs.add( focus(n) )
numSkipped = len( self.mw.col.findNotes( q ) ) -1
if numSkipped and cfg1('print number of alternatives skipped'):
tooltip( _( '%d alternatives will be skipped' % numSkipped ) )
def markFocusSeen( self, n ):
'''Mark a focusMorph as already seen so future new cards with the same focus
will be skipped. Also prints number of cards to be skipped if enabled'''
global seenMorphs
try:
if not focus( n ): return
q = u'%s:%s' % ( focusName( n ), focus( n ) )
except KeyError: return
seenMorphs.add( focus(n) )
numSkipped = len( self.mw.col.findNotes( q ) ) -1
if numSkipped and cfg1('print number of alternatives skipped'):
tooltip( _( '%d alternatives will be skipped' % numSkipped ) )
def highlight( txt, extra, fieldDict, field, mod_field ):
'''When a field is marked with the 'focusMorph' command, we format it by
wrapping all the morphemes in <span>s with attributes set to its maturity'''
# must avoid formatting a smaller morph that is contained in a bigger morph
# => do largest subs first and don't sub anything already in <span>
def nonSpanSub( sub, repl, string ):
return u''.join( re.sub( sub, repl, s ) if not s.startswith('<span') else s for s in re.split( '(<span.*?</span>)', string ) )
from morphemes import getMorphemes
ms = getMorphemes( txt )
for m in sorted( ms, key=lambda x: len(x.inflected), reverse=True ): # largest subs first
locs = allDb().db.get( m, set() )
mat = max( loc.maturity for loc in locs ) if locs else 0
if mat >= cfg1( 'threshold_mature' ): mtype = 'mature'
elif mat >= cfg1( 'threshold_known' ): mtype = 'known'
elif mat >= cfg1( 'threshold_seen' ): mtype = 'seen'
else: mtype = 'unknown'
repl = u'<span class="morphHighlight" mtype="{mtype}" mat="{mat}">{morph}</span>'.format(
morph = m.inflected,
mtype = mtype,
mat = mat
)
txt = nonSpanSub( m.inflected, repl, txt )
return txt
def getStatsPath(): return cfg1('path_stats')
def loadStats():
def mkAllDb(allDb=None):
t_0, db, TAG = time.time(), mw.col.db, mw.col.tags
N_notes = db.scalar('select count() from notes')
mw.progress.start(label='Prep work for all.db creation',
max=N_notes,
immediate=True)
if not allDb: allDb = MorphDb()
fidDb = allDb.fidDb()
locDb = allDb.locDb(recalc=False) # fidDb() already forces locDb recalc
mw.progress.update(label='Generating all.db data')
for i, (nid, mid, flds, guid, tags) in enumerate(
db.execute('select id, mid, flds, guid, tags from notes')):
if i % 500 == 0: mw.progress.update(value=i)
C = partial(cfg, mid, None)
if not C('enabled'): continue
mats = [(0.5 if ivl == 0 and ctype == 1 else ivl)
for ivl, ctype in db.execute(
'select ivl, type from cards where nid = :nid', nid=nid)]
if C('ignore maturity'):
mats = [0 for mat in mats]
ts, alreadyKnownTag = TAG.split(tags), C('tag_alreadyKnown')
if alreadyKnownTag in ts:
mats += [C('threshold_mature') + 1]
for fieldName in C('morph_fields'):
try: # if doesn't have field, continue
#fieldValue = normalizeFieldValue( getField( fieldName, flds, mid ) )
fieldValue = getMecabField(fieldName, flds, mid)
except KeyError:
continue
except TypeError:
mname = mw.col.models.get(mid)['name']
errorMsg(
u'Failed to get field "{field}" from a note of model "{model}". Please fix your config.py file to match your collection appropriately and ignore the following error.'
.format(model=mname, field=fieldName))
raise
loc = fidDb.get((nid, guid, fieldName), None)
if not loc:
loc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
ms = getMorphemes(fieldValue)
if ms: #TODO: this needed? should we change below too then?
#printf( ' .loc for %d[%s]' % ( nid, fieldName ) )
locDb[loc] = ms
else:
# mats changed -> new loc (new mats), move morphs
if loc.fieldValue == fieldValue and loc.maturities != mats:
printf(' .mats for %d[%s]' % (nid, fieldName))
newLoc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
locDb[newLoc] = locDb.pop(loc)
# field changed -> new loc, new morphs
elif loc.fieldValue != fieldValue:
printf(' .morphs for %d[%s]' % (nid, fieldName))
newLoc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
ms = getMorphemes(fieldValue)
locDb.pop(loc)
locDb[newLoc] = ms
printf('Processed all %d notes in %f sec' % (N_notes, time.time() - t_0))
mw.progress.update(value=i, label='Creating all.db object')
allDb.clear()
allDb.addFromLocDb(locDb)
if cfg1('saveDbs'):
mw.progress.update(value=i, label='Saving all.db to disk')
allDb.save(cfg1('path_all'))
printf('Processed all %d notes + saved all.db in %f sec' %
(N_notes, time.time() - t_0))
mw.progress.finish()
return allDb
def updateNotes( allDb ):
t_0, now, db, TAG = time.time(), intTime(), mw.col.db, mw.col.tags
ds, nid2mmi = [], {}
N_notes = db.scalar( 'select count() from notes' )
mw.progress.start( label='Updating data', max=N_notes, immediate=True )
fidDb = allDb.fidDb()
locDb = allDb.locDb( recalc=False ) # fidDb() already forces locDb recalc
# read tag names
compTag, vocabTag, freshTag, notReadyTag, alreadyKnownTag, priorityTag, tooShortTag, tooLongTag = tagNames = jcfg('Tag_Comprehension'), jcfg('Tag_Vocab'), jcfg('Tag_Fresh'), jcfg('Tag_NotReady'), jcfg('Tag_AlreadyKnown'), jcfg('Tag_Priority'), jcfg('Tag_TooShort'), jcfg('Tag_TooLong')
TAG.register( tagNames )
badLengthTag = jcfg2().get('Tag_BadLength')
# handle secondary databases
mw.progress.update( label='Creating seen/known/mature from all.db' )
seenDb = filterDbByMat( allDb, cfg1('threshold_seen') )
knownDb = filterDbByMat( allDb, cfg1('threshold_known') )
matureDb = filterDbByMat( allDb, cfg1('threshold_mature') )
mw.progress.update( label='Loading priority.db' )
priorityDb = MorphDb( cfg1('path_priority'), ignoreErrors=True ).db
if cfg1('saveDbs'):
mw.progress.update( label='Saving seen/known/mature dbs' )
seenDb.save( cfg1('path_seen') )
knownDb.save( cfg1('path_known') )
matureDb.save( cfg1('path_mature') )
mw.progress.update( label='Updating notes' )
for i,( nid, mid, flds, guid, tags ) in enumerate( db.execute( 'select id, mid, flds, guid, tags from notes' ) ):
if i % 500 == 0: mw.progress.update( value=i )
C = partial( cfg, mid, None )
note = mw.col.getNote(nid)
notecfg = getFilter(note)
if notecfg is None or not notecfg['Modify']: continue
# Get all morphemes for note
morphemes = set()
for fieldName in notecfg['Fields']:
try:
loc = fidDb[ ( nid, guid, fieldName ) ]
morphemes.update( locDb[ loc ] )
except KeyError: continue
# Determine un-seen/known/mature and i+N
unseens, unknowns, unmatures, newKnowns = set(), set(), set(), set()
for morpheme in morphemes:
if morpheme not in seenDb.db: unseens.add( morpheme )
if morpheme not in knownDb.db: unknowns.add( morpheme )
if morpheme not in matureDb.db: unmatures.add( morpheme )
if morpheme not in matureDb.db and morpheme in knownDb.db:
newKnowns.add( morpheme )
# Determine MMI - Morph Man Index
N, N_s, N_k, N_m = len( morphemes ), len( unseens ), len( unknowns ), len( unmatures )
# Bail early for lite update
if N_k > 2 and C('only update k+2 and below'): continue
# average frequency of unknowns (ie. how common the word is within your collection)
F_k = 0
for focusMorph in unknowns: # focusMorph used outside loop
F_k += allDb.frequency(focusMorph)
F_k_avg = F_k // N_k if N_k > 0 else F_k
usefulness = F_k_avg
# add bonus for morphs in priority.db
isPriority = False
for focusMorph in unknowns:
if focusMorph in priorityDb:
isPriority = True
usefulness += C('priority.db weight')
# add bonus for studying recent learned knowns (reinforce)
for morpheme in newKnowns:
locs = allDb.db[ morpheme ]
if locs:
ivl = min( 1, max( loc.maturity for loc in locs ) )
usefulness += C('reinforce new vocab weight') // ivl #TODO: maybe average this so it doesnt favor long sentences
if any( morpheme.pos == u'動詞' for morpheme in unknowns ): #FIXME: this isn't working???
usefulness += C('verb bonus')
usefulness = 999 - min( 999, usefulness )
# difference from optimal length range (too little context vs long sentence)
lenDiffRaw = min(N - C('min good sentence length'),
max(0, N - C('max good sentence length')))
lenDiff = min(9, abs(lenDiffRaw))
# calculate mmi
mmi = 10000*N_k + 1000*lenDiff + usefulness
if C('set due based on mmi'):
nid2mmi[ nid ] = mmi
# Fill in various fields/tags on the note based on cfg
ts, fs = TAG.split( tags ), splitFields( flds )
# clear any 'special' tags, the appropriate will be set in the next few lines
ts = [ t for t in ts if t not in [ notReadyTag, compTag, vocabTag, freshTag ] ]
# determine card type
if N_m == 0: # sentence comprehension card, m+0
ts = ts + [ compTag ]
setField( mid, fs, jcfg('Field_FocusMorph'), u'' )
elif N_k == 1: # new vocab card, k+1
ts = ts + [ vocabTag ]
setField( mid, fs, jcfg('Field_FocusMorph'), u'%s' % focusMorph.base )
elif N_k > 1: # M+1+ and K+2+
ts = ts + [ notReadyTag ]
setField( mid, fs, jcfg('Field_FocusMorph'), u'')
elif N_m == 1: # we have k+0, and m+1, so this card does not introduce a new vocabulary -> card for newly learned morpheme
ts = ts + [ freshTag ]
setField( mid, fs, jcfg('Field_FocusMorph'), u'%s' % list(unmatures)[0].base)
else: # only case left: we have k+0, but m+2 or higher, so this card does not introduce a new vocabulary -> card for newly learned morpheme
ts = ts + [ freshTag ]
setField( mid, fs, jcfg('Field_FocusMorph'), u'')
# set type agnostic fields
setField( mid, fs, jcfg('Field_UnknownMorphCount'), u'%d' % N_k )
setField( mid, fs, jcfg('Field_UnmatureMorphCount'), u'%d' % N_m )
setField( mid, fs, jcfg('Field_MorphManIndex'), u'%d' % mmi )
setField( mid, fs, jcfg('Field_Unknowns'), u', '.join( u.base for u in unknowns ) )
setField( mid, fs, jcfg('Field_Unmatures'), u', '.join( u.base for u in unmatures ) )
setField( mid, fs, jcfg('Field_UnknownFreq'), u'%d' % F_k_avg )
# remove deprecated tag
if badLengthTag is not None and badLengthTag in ts:
ts.remove( badLengthTag )
# other tags
if priorityTag in ts: ts.remove( priorityTag )
if isPriority: ts.append( priorityTag )
if tooShortTag in ts: ts.remove( tooShortTag )
if lenDiffRaw < 0: ts.append( tooShortTag )
if tooLongTag in ts: ts.remove( tooLongTag )
if lenDiffRaw > 0: ts.append( tooLongTag )
# remove unnecessary tags
if not jcfg('Option_SetNotRequiredTags'):
unnecessary = [priorityTag, tooShortTag, tooLongTag]
ts = [tag for tag in ts if tag not in unnecessary]
# update sql db
tags_ = TAG.join( TAG.canonify( ts ) )
flds_ = joinFields( fs )
if flds != flds_ or tags != tags_: # only update notes that have changed
csum = fieldChecksum( fs[0] )
sfld = stripHTML( fs[ getSortFieldIndex( mid ) ] )
ds.append( { 'now':now, 'tags':tags_, 'flds':flds_, 'sfld':sfld, 'csum':csum, 'usn':mw.col.usn(), 'nid':nid } )
mw.progress.update( value=i, label='Updating anki database...' )
mw.col.db.executemany( 'update notes set tags=:tags, flds=:flds, sfld=:sfld, csum=:csum, mod=:now, usn=:usn where id=:nid', ds )
# Now reorder new cards based on MMI
mw.progress.update( value=i, label='Updating new card ordering...' )
ds = []
# "type = 0": new cards
# "type = 1": learning cards [is supposed to be learning: in my case no learning card had this type]
# "type = 2": review cards
for ( cid, nid, due ) in db.execute( 'select id, nid, due from cards where type = 0' ):
if nid in nid2mmi: # owise it was disabled
due_ = nid2mmi[ nid ]
if due != due_: # only update cards that have changed
ds.append( { 'now':now, 'due':due_, 'usn':mw.col.usn(), 'cid':cid } )
mw.col.db.executemany( 'update cards set due=:due, mod=:now, usn=:usn where id=:cid', ds )
mw.reset()
printf( 'Updated notes in %f sec' % ( time.time() - t_0 ) )
mw.progress.finish()
return knownDb
def updateNotes(allDb):
t_0, now, db, TAG = time.time(), intTime(), mw.col.db, mw.col.tags
ds, nid2mmi = [], {}
N_notes = db.scalar('select count() from notes')
mw.progress.start(label='Updating data', max=N_notes, immediate=True)
fidDb = allDb.fidDb()
locDb = allDb.locDb(recalc=False) # fidDb() already forces locDb recalc
# handle secondary databases
mw.progress.update(label='Creating seen/known/mature from all.db')
seenDb = filterDbByMat(allDb, cfg1('threshold_seen'))
knownDb = filterDbByMat(allDb, cfg1('threshold_known'))
matureDb = filterDbByMat(allDb, cfg1('threshold_mature'))
mw.progress.update(label='Loading priority.db')
priorityDb = MorphDb(cfg1('path_priority'), ignoreErrors=True).db
if cfg1('saveDbs'):
mw.progress.update(label='Saving seen/known/mature dbs')
seenDb.save(cfg1('path_seen'))
knownDb.save(cfg1('path_known'))
matureDb.save(cfg1('path_mature'))
mw.progress.update(label='Calculating frequency information')
pops = [len(locs) for locs in allDb.db.values()]
pops = [n for n in pops if n > 1]
mw.progress.update(label='Updating notes')
for i, (nid, mid, flds, guid, tags) in enumerate(
db.execute('select id, mid, flds, guid, tags from notes')):
if i % 500 == 0: mw.progress.update(value=i)
C = partial(cfg, mid, None)
if not C('enabled'): continue
# Get all morphemes for note
ms = set()
for fieldName in C('morph_fields'):
try:
loc = fidDb[(nid, guid, fieldName)]
ms.update(locDb[loc])
except KeyError:
continue
ms = [m for m in ms if m.pos not in C('morph_blacklist')]
# Determine un-seen/known/mature and i+N
unseens, unknowns, unmatures, newKnowns = set(), set(), set(), set()
for m in ms:
if m not in seenDb.db: unseens.add(m)
if m not in knownDb.db: unknowns.add(m)
if m not in matureDb.db: unmatures.add(m)
if m not in matureDb.db and m in knownDb.db:
newKnowns.add(m)
# Determine MMI - Morph Man Index
N, N_s, N_k, N_m = len(ms), len(unseens), len(unknowns), len(unmatures)
# Bail early for lite update
if N_k > 2 and C('only update k+2 and below'): continue
# average frequency of unknowns (ie. how common the word is within your collection)
F_k = 0
for focusMorph in unknowns: # focusMorph used outside loop
F_k += len(allDb.db[focusMorph])
F_k_avg = F_k / N_k if N_k > 0 else F_k
usefulness = F_k_avg
# add bonus for morphs in priority.db
isPriority = False
for focusMorph in unknowns:
if focusMorph in priorityDb:
isPriority = True
usefulness += C('priority.db weight')
# add bonus for studying recent learned knowns (reinforce)
for m in newKnowns:
locs = allDb.db[m]
if locs:
ivl = min(1, max(loc.maturity for loc in locs))
usefulness += C(
'reinforce new vocab weight'
) / ivl #TODO: maybe average this so it doesnt favor long sentences
if any(m.pos == u'動詞'
for m in unknowns): #FIXME: this isn't working???
usefulness += C('verb bonus')
usefulness = 999 - min(999, usefulness)
# difference from optimal length (too little context vs long sentence)
lenDiff = max(0, min(9, abs(C('optimal sentence length') - N) - 2))
tooLong = N > C('optimal sentence length')
# calculate mmi
mmi = 10000 * N_k + 1000 * lenDiff + usefulness
if C('set due based on mmi'):
nid2mmi[nid] = mmi
# Fill in various fields/tags on the note based on cfg
ts, fs = TAG.split(tags), splitFields(flds)
# determine card type
compTag, vocabTag, notReadyTag, alreadyKnownTag, priorityTag, badLengthTag, tooLongTag = tagNames = C(
'tag_comprehension'), C('tag_vocab'), C('tag_notReady'), C(
'tag_alreadyKnown'), C('tag_priority'), C('tag_badLength'), C(
'tag_tooLong')
if N_m == 0: # sentence comprehension card, m+0
ts = [compTag
] + [t for t in ts if t not in [vocabTag, notReadyTag]]
setField(mid, fs, C('focusMorph'), u'')
elif N_k == 1: # new vocab card, k+1
ts = [vocabTag
] + [t for t in ts if t not in [compTag, notReadyTag]]
setField(mid, fs, C('focusMorph'), u'%s' % focusMorph.base)
elif N_k > 1: # M+1+ and K+2+
ts = [notReadyTag
] + [t for t in ts if t not in [compTag, vocabTag]]
# set type agnostic fields
setField(mid, fs, C('k+N'), u'%d' % N_k)
setField(mid, fs, C('m+N'), u'%d' % N_m)
setField(mid, fs, C('morphManIndex'), u'%d' % mmi)
setField(mid, fs, C('unknowns'), u', '.join(u.base for u in unknowns))
setField(mid, fs, C('unmatures'),
u', '.join(u.base for u in unmatures))
setField(mid, fs, C('unknownFreq'), u'%d' % F_k_avg)
# other tags
if priorityTag in ts: ts.remove(priorityTag)
if isPriority: ts.append(priorityTag)
if badLengthTag in ts: ts.remove(badLengthTag)
if lenDiff: ts.append(badLengthTag)
if tooLongTag in ts: ts.remove(tooLongTag)
if tooLong: ts.append(tooLongTag)
# update sql db
tags_ = TAG.join(TAG.canonify(ts))
flds_ = joinFields(fs)
if flds != flds_ or tags != tags_: # only update notes that have changed
csum = fieldChecksum(fs[0])
sfld = stripHTML(fs[getSortFieldIndex(mid)])
ds.append({
'now': now,
'tags': tags_,
'flds': flds_,
'sfld': sfld,
'csum': csum,
'usn': mw.col.usn(),
'nid': nid
})
mw.progress.update(value=i, label='Updating anki database...')
mw.col.db.executemany(
'update notes set tags=:tags, flds=:flds, sfld=:sfld, csum=:csum, mod=:now, usn=:usn where id=:nid',
ds)
TAG.register(tagNames)
# Now reorder new cards based on MMI
mw.progress.update(value=i, label='Updating new card ordering...')
ds = []
for (cid, nid,
due) in db.execute('select id, nid, due from cards where type = 0'):
if nid in nid2mmi: # owise it was disabled
due_ = nid2mmi[nid]
if due != due_: # only update cards that have changed
ds.append({
'now': now,
'due': due_,
'usn': mw.col.usn(),
'cid': cid
})
mw.col.db.executemany(
'update cards set due=:due, mod=:now, usn=:usn where id=:cid', ds)
mw.reset()
printf('Updated notes in %f sec' % (time.time() - t_0))
mw.progress.finish()
return knownDb
def mkAllDb(allDb=None):
import config
reload(config)
t_0, db, TAG = time.time(), mw.col.db, mw.col.tags
N_notes = db.scalar('select count() from notes')
N_enabled_notes = 0 # for providing an error message if there is no note that is used for processing
mw.progress.start(label='Prep work for all.db creation',
max=N_notes,
immediate=True)
if not allDb: allDb = MorphDb()
fidDb = allDb.fidDb()
locDb = allDb.locDb(recalc=False) # fidDb() already forces locDb recalc
mw.progress.update(label='Generating all.db data')
for i, (nid, mid, flds, guid, tags) in enumerate(
db.execute('select id, mid, flds, guid, tags from notes')):
if i % 500 == 0: mw.progress.update(value=i)
C = partial(cfg, mid, None)
note = mw.col.getNote(nid)
notecfg = getFilter(note)
if notecfg is None: continue
morphemizer = getMorphemizerByName(notecfg['Morphemizer'])
N_enabled_notes += 1
mats = [(0.5 if ivl == 0 and ctype == 1 else ivl)
for ivl, ctype in db.execute(
'select ivl, type from cards where nid = :nid', nid=nid)]
if C('ignore maturity'):
mats = [0 for mat in mats]
ts, alreadyKnownTag = TAG.split(tags), jcfg('Tag_AlreadyKnown')
if alreadyKnownTag in ts:
mats += [C('threshold_mature') + 1]
for fieldName in notecfg['Fields']:
try: # if doesn't have field, continue
#fieldValue = normalizeFieldValue( getField( fieldName, flds, mid ) )
fieldValue = extractFieldData(fieldName, flds, mid)
except KeyError:
continue
except TypeError:
mname = mw.col.models.get(mid)['name']
errorMsg(
u'Failed to get field "{field}" from a note of model "{model}". Please fix your config.py file to match your collection appropriately and ignore the following error.'
.format(model=mname, field=fieldName))
raise
loc = fidDb.get((nid, guid, fieldName), None)
if not loc:
loc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
ms = getMorphemes(morphemizer, fieldValue, ts)
if ms: #TODO: this needed? should we change below too then?
#printf( ' .loc for %d[%s]' % ( nid, fieldName ) )
locDb[loc] = ms
else:
# mats changed -> new loc (new mats), move morphs
if loc.fieldValue == fieldValue and loc.maturities != mats:
#printf( ' .mats for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
locDb[newLoc] = locDb.pop(loc)
# field changed -> new loc, new morphs
elif loc.fieldValue != fieldValue:
#printf( ' .morphs for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck(nid, fieldName, fieldValue, guid, mats)
ms = getMorphemes(morphemizer, fieldValue, ts)
locDb.pop(loc)
locDb[newLoc] = ms
if N_enabled_notes == 0:
mw.progress.finish()
errorMsg(
u'There is no card that can be analyzed or be moved. Add cards or (re-)check your configuration under "Tools -> MorhpMan Preferences" or in "Anki/addons/morph/config.py" for mistakes.'
)
return None
printf('Processed all %d notes in %f sec' % (N_notes, time.time() - t_0))
mw.progress.update(value=i, label='Creating all.db object')
allDb.clear()
allDb.addFromLocDb(locDb)
if cfg1('saveDbs'):
mw.progress.update(value=i, label='Saving all.db to disk')
allDb.save(cfg1('path_all'))
printf('Processed all %d notes + saved all.db in %f sec' %
(N_notes, time.time() - t_0))
mw.progress.finish()
return allDb
def updateNotes( allDb ):
t_0, now, db, TAG = time.time(), intTime(), mw.col.db, mw.col.tags
ds, nid2mmi = [], {}
N_notes = db.scalar( 'select count() from notes' )
mw.progress.start( label='Updating data', max=N_notes, immediate=True )
fidDb = allDb.fidDb()
locDb = allDb.locDb( recalc=False ) # fidDb() already forces locDb recalc
# handle secondary databases
mw.progress.update( label='Creating seen/known/mature from all.db' )
seenDb = filterDbByMat( allDb, cfg1('threshold_seen') )
knownDb = filterDbByMat( allDb, cfg1('threshold_known') )
matureDb = filterDbByMat( allDb, cfg1('threshold_mature') )
mw.progress.update( label='Loading priority.db' )
priorityDb = MorphDb( cfg1('path_priority'), ignoreErrors=True ).db
if cfg1('saveDbs'):
mw.progress.update( label='Saving seen/known/mature dbs' )
seenDb.save( cfg1('path_seen') )
knownDb.save( cfg1('path_known') )
matureDb.save( cfg1('path_mature') )
mw.progress.update( label='Calculating frequency information' )
pops = [ len( locs ) for locs in allDb.db.values() ]
pops = [ n for n in pops if n > 1 ]
mw.progress.update( label='Updating notes' )
for i,( nid, mid, flds, guid, tags ) in enumerate( db.execute( 'select id, mid, flds, guid, tags from notes' ) ):
if i % 500 == 0: mw.progress.update( value=i )
C = partial( cfg, mid, None )
if not C('enabled'): continue
# Get all morphemes for note
ms = set()
for fieldName in C('morph_fields'):
try:
loc = fidDb[ ( nid, guid, fieldName ) ]
ms.update( locDb[ loc ] )
except KeyError: continue
ms = [ m for m in ms if m.pos not in C('morph_blacklist') ]
# Determine un-seen/known/mature and i+N
unseens, unknowns, unmatures, newKnowns = set(), set(), set(), set()
for m in ms:
if m not in seenDb.db: unseens.add( m )
if m not in knownDb.db: unknowns.add( m )
if m not in matureDb.db: unmatures.add( m )
if m not in matureDb.db and m in knownDb.db:
newKnowns.add( m )
# Determine MMI - Morph Man Index
N, N_s, N_k, N_m = len( ms ), len( unseens ), len( unknowns ), len( unmatures )
# Bail early for lite update
if N_k > 2 and C('only update k+2 and below'): continue
# average frequency of unknowns (ie. how common the word is within your collection)
F_k = 0
for focusMorph in unknowns: # focusMorph used outside loop
F_k += len( allDb.db[ focusMorph ] )
F_k_avg = F_k / N_k if N_k > 0 else F_k
usefulness = F_k_avg
# add bonus for morphs in priority.db
isPriority = False
for focusMorph in unknowns:
if focusMorph in priorityDb:
isPriority = True
usefulness += C('priority.db weight')
# add bonus for studying recent learned knowns (reinforce)
for m in newKnowns:
locs = allDb.db[ m ]
if locs:
ivl = min( 1, max( loc.maturity for loc in locs ) )
usefulness += C('reinforce new vocab weight') / ivl #TODO: maybe average this so it doesnt favor long sentences
if any( m.pos == u'動詞' for m in unknowns ): #FIXME: this isn't working???
usefulness += C('verb bonus')
usefulness = 999 - min( 999, usefulness )
# difference from optimal length (too little context vs long sentence)
lenDiff = max( 0, min( 9, abs( C('optimal sentence length') - N ) -2 ) )
# calculate mmi
mmi = 10000*N_k + 1000*lenDiff + usefulness
if C('set due based on mmi'):
nid2mmi[ nid ] = mmi
# Fill in various fields/tags on the note based on cfg
ts, fs = TAG.split( tags ), splitFields( flds )
# determine card type
compTag, vocabTag, notReadyTag, alreadyKnownTag, priorityTag = tagNames = C('tag_comprehension'), C('tag_vocab'), C('tag_notReady'), C('tag_alreadyKnown'), C('tag_priority')
if N_m == 0: # sentence comprehension card, m+0
ts = [ compTag ] + [ t for t in ts if t not in [ vocabTag, notReadyTag ] ]
setField( mid, fs, C('focusMorph'), u'' )
elif N_k == 1: # new vocab card, k+1
ts = [ vocabTag ] + [ t for t in ts if t not in [ compTag, notReadyTag ] ]
setField( mid, fs, C('focusMorph'), u'%s' % focusMorph.base )
elif N_k > 1: # M+1+ and K+2+
ts = [ notReadyTag ] + [ t for t in ts if t not in [ compTag, vocabTag ] ]
# set type agnostic fields
setField( mid, fs, C('k+N'), u'%d' % N_k )
setField( mid, fs, C('m+N'), u'%d' % N_m )
setField( mid, fs, C('morphManIndex'), u'%d' % mmi )
setField( mid, fs, C('unknowns'), u', '.join( u.base for u in unknowns ) )
setField( mid, fs, C('unmatures'), u', '.join( u.base for u in unmatures ) )
setField( mid, fs, C('unknownFreq'), u'%d' % F_k_avg )
# other tags
if priorityTag in ts: ts.remove( priorityTag )
if isPriority: ts.append( priorityTag )
# update sql db
tags_ = TAG.join( TAG.canonify( ts ) )
flds_ = joinFields( fs )
if flds != flds_ or tags != tags_: # only update notes that have changed
csum = fieldChecksum( fs[0] )
sfld = stripHTML( fs[ getSortFieldIndex( mid ) ] )
ds.append( { 'now':now, 'tags':tags_, 'flds':flds_, 'sfld':sfld, 'csum':csum, 'usn':mw.col.usn(), 'nid':nid } )
mw.progress.update( value=i, label='Updating anki database...' )
mw.col.db.executemany( 'update notes set tags=:tags, flds=:flds, sfld=:sfld, csum=:csum, mod=:now, usn=:usn where id=:nid', ds )
TAG.register( tagNames )
# Now reorder new cards based on MMI
mw.progress.update( value=i, label='Updating new card ordering...' )
ds = []
for ( cid, nid, due ) in db.execute( 'select id, nid, due from cards where type = 0' ):
if nid in nid2mmi: # owise it was disabled
due_ = nid2mmi[ nid ]
if due != due_: # only update cards that have changed
ds.append( { 'now':now, 'due':due_, 'usn':mw.col.usn(), 'cid':cid } )
mw.col.db.executemany( 'update cards set due=:due, mod=:now, usn=:usn where id=:cid', ds )
mw.reset()
printf( 'Updated notes in %f sec' % ( time.time() - t_0 ) )
mw.progress.finish()
def mkAllDb( allDb=None ):
import config; reload(config)
t_0, db, TAG = time.time(), mw.col.db, mw.col.tags
N_notes = db.scalar( 'select count() from notes' )
N_enabled_notes = 0 # for providing an error message if there is no note that is used for processing
mw.progress.start( label='Prep work for all.db creation', max=N_notes, immediate=True )
if not allDb: allDb = MorphDb()
fidDb = allDb.fidDb()
locDb = allDb.locDb( recalc=False ) # fidDb() already forces locDb recalc
mw.progress.update( label='Generating all.db data' )
for i,( nid, mid, flds, guid, tags ) in enumerate( db.execute( 'select id, mid, flds, guid, tags from notes' ) ):
if i % 500 == 0: mw.progress.update( value=i )
C = partial( cfg, mid, None )
note = mw.col.getNote(nid)
notecfg = getFilter(note)
if notecfg is None: continue
morphemizer = getMorphemizerByName(notecfg['Morphemizer'])
N_enabled_notes += 1
mats = [ ( 0.5 if ivl == 0 and ctype == 1 else ivl ) for ivl, ctype in db.execute( 'select ivl, type from cards where nid = :nid', nid=nid ) ]
if C('ignore maturity'):
mats = [ 0 for mat in mats ]
ts, alreadyKnownTag = TAG.split( tags ), jcfg('Tag_AlreadyKnown')
if alreadyKnownTag in ts:
mats += [ C('threshold_mature')+1 ]
for fieldName in notecfg['Fields']:
try: # if doesn't have field, continue
#fieldValue = normalizeFieldValue( getField( fieldName, flds, mid ) )
fieldValue = extractFieldData( fieldName, flds, mid )
except KeyError: continue
except TypeError:
mname = mw.col.models.get( mid )[ 'name' ]
errorMsg( u'Failed to get field "{field}" from a note of model "{model}". Please fix your config.py file to match your collection appropriately and ignore the following error.'.format( model=mname, field=fieldName ) )
raise
loc = fidDb.get( ( nid, guid, fieldName ), None )
if not loc:
loc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
ms = getMorphemes(morphemizer, fieldValue, ts)
if ms: #TODO: this needed? should we change below too then?
#printf( ' .loc for %d[%s]' % ( nid, fieldName ) )
locDb[ loc ] = ms
else:
# mats changed -> new loc (new mats), move morphs
if loc.fieldValue == fieldValue and loc.maturities != mats:
#printf( ' .mats for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
locDb[ newLoc ] = locDb.pop( loc )
# field changed -> new loc, new morphs
elif loc.fieldValue != fieldValue:
#printf( ' .morphs for %d[%s]' % ( nid, fieldName ) )
newLoc = AnkiDeck( nid, fieldName, fieldValue, guid, mats )
ms = getMorphemes(morphemizer, fieldValue, ts)
locDb.pop( loc )
locDb[ newLoc ] = ms
if N_enabled_notes == 0:
mw.progress.finish()
errorMsg(u'There is no card that can be analyzed or be moved. Add cards or (re-)check your configuration under "Tools -> MorhpMan Preferences" or in "Anki/addons/morph/config.py" for mistakes.')
return None
printf( 'Processed all %d notes in %f sec' % ( N_notes, time.time() - t_0 ) )
mw.progress.update( value=i, label='Creating all.db object' )
allDb.clear()
allDb.addFromLocDb( locDb )
if cfg1('saveDbs'):
mw.progress.update( value=i, label='Saving all.db to disk' )
allDb.save( cfg1('path_all') )
printf( 'Processed all %d notes + saved all.db in %f sec' % ( N_notes, time.time() - t_0 ) )
mw.progress.finish()
return allDb
def post( st ):
ms = getMorphemes( st['txt'], None, cfg1('morph_blacklist') )
s = ms2str( ms )
infoMsg( '----- All -----\n' + s )
def my_reviewer_keyHandler( self, evt ):
key = unicode( evt.text() )
key_browse, key_skip = cfg1('browse same focus key'), cfg1('set known and skip key')
if key == key_skip: setKnownAndSkip( self )
elif key == key_browse: browseSameFocus( self )
def getStatsPath():
return cfg1('path_stats')
def updateNotes(allDb):
t_0, now, db, TAG = time.time(), intTime(), mw.col.db, mw.col.tags
ds, nid2mmi = [], {}
N_notes = db.scalar('select count() from notes')
mw.progress.start(label='Updating data', max=N_notes, immediate=True)
fidDb = allDb.fidDb()
locDb = allDb.locDb(recalc=False) # fidDb() already forces locDb recalc
# read tag names
compTag, vocabTag, freshTag, notReadyTag, alreadyKnownTag, priorityTag, tooShortTag, tooLongTag = tagNames = jcfg(
'Tag_Comprehension'), jcfg('Tag_Vocab'), jcfg('Tag_Fresh'), jcfg(
'Tag_NotReady'), jcfg('Tag_AlreadyKnown'), jcfg(
'Tag_Priority'), jcfg('Tag_TooShort'), jcfg('Tag_TooLong')
TAG.register(tagNames)
badLengthTag = jcfg2().get('Tag_BadLength')
# handle secondary databases
mw.progress.update(label='Creating seen/known/mature from all.db')
seenDb = filterDbByMat(allDb, cfg1('threshold_seen'))
knownDb = filterDbByMat(allDb, cfg1('threshold_known'))
matureDb = filterDbByMat(allDb, cfg1('threshold_mature'))
mw.progress.update(label='Loading priority.db')
priorityDb = MorphDb(cfg1('path_priority'), ignoreErrors=True).db
if cfg1('saveDbs'):
mw.progress.update(label='Saving seen/known/mature dbs')
seenDb.save(cfg1('path_seen'))
knownDb.save(cfg1('path_known'))
matureDb.save(cfg1('path_mature'))
mw.progress.update(label='Updating notes')
for i, (nid, mid, flds, guid, tags) in enumerate(
db.execute('select id, mid, flds, guid, tags from notes')):
if i % 500 == 0: mw.progress.update(value=i)
C = partial(cfg, mid, None)
note = mw.col.getNote(nid)
notecfg = getFilter(note)
if notecfg is None or not notecfg['Modify']: continue
# Get all morphemes for note
morphemes = set()
for fieldName in notecfg['Fields']:
try:
loc = fidDb[(nid, guid, fieldName)]
morphemes.update(locDb[loc])
except KeyError:
continue
# Determine un-seen/known/mature and i+N
unseens, unknowns, unmatures, newKnowns = set(), set(), set(), set()
for morpheme in morphemes:
if morpheme not in seenDb.db: unseens.add(morpheme)
if morpheme not in knownDb.db: unknowns.add(morpheme)
if morpheme not in matureDb.db: unmatures.add(morpheme)
if morpheme not in matureDb.db and morpheme in knownDb.db:
newKnowns.add(morpheme)
# Determine MMI - Morph Man Index
N, N_s, N_k, N_m = len(morphemes), len(unseens), len(unknowns), len(
unmatures)
# Bail early for lite update
if N_k > 2 and C('only update k+2 and below'): continue
# average frequency of unknowns (ie. how common the word is within your collection)
F_k = 0
for focusMorph in unknowns: # focusMorph used outside loop
F_k += allDb.frequency(focusMorph)
F_k_avg = F_k // N_k if N_k > 0 else F_k
usefulness = F_k_avg
# add bonus for morphs in priority.db
isPriority = False
for focusMorph in unknowns:
if focusMorph in priorityDb:
isPriority = True
usefulness += C('priority.db weight')
# add bonus for studying recent learned knowns (reinforce)
for morpheme in newKnowns:
locs = allDb.db[morpheme]
if locs:
ivl = min(1, max(loc.maturity for loc in locs))
usefulness += C(
'reinforce new vocab weight'
) // ivl #TODO: maybe average this so it doesnt favor long sentences
if any(morpheme.pos == u'動詞'
for morpheme in unknowns): #FIXME: this isn't working???
usefulness += C('verb bonus')
usefulness = 999 - min(999, usefulness)
# difference from optimal length range (too little context vs long sentence)
lenDiffRaw = min(N - C('min good sentence length'),
max(0, N - C('max good sentence length')))
lenDiff = min(9, abs(lenDiffRaw))
# calculate mmi
mmi = 10000 * N_k + 1000 * lenDiff + usefulness
if C('set due based on mmi'):
nid2mmi[nid] = mmi
# Fill in various fields/tags on the note based on cfg
ts, fs = TAG.split(tags), splitFields(flds)
# clear any 'special' tags, the appropriate will be set in the next few lines
ts = [
t for t in ts
if t not in [notReadyTag, compTag, vocabTag, freshTag]
]
# determine card type
if N_m == 0: # sentence comprehension card, m+0
ts = ts + [compTag]
setField(mid, fs, jcfg('Field_FocusMorph'), u'')
elif N_k == 1: # new vocab card, k+1
ts = ts + [vocabTag]
setField(mid, fs, jcfg('Field_FocusMorph'),
u'%s' % focusMorph.base)
elif N_k > 1: # M+1+ and K+2+
ts = ts + [notReadyTag]
setField(mid, fs, jcfg('Field_FocusMorph'), u'')
elif N_m == 1: # we have k+0, and m+1, so this card does not introduce a new vocabulary -> card for newly learned morpheme
ts = ts + [freshTag]
setField(mid, fs, jcfg('Field_FocusMorph'),
u'%s' % list(unmatures)[0].base)
else: # only case left: we have k+0, but m+2 or higher, so this card does not introduce a new vocabulary -> card for newly learned morpheme
ts = ts + [freshTag]
setField(mid, fs, jcfg('Field_FocusMorph'), u'')
# set type agnostic fields
setField(mid, fs, jcfg('Field_UnknownMorphCount'), u'%d' % N_k)
setField(mid, fs, jcfg('Field_UnmatureMorphCount'), u'%d' % N_m)
setField(mid, fs, jcfg('Field_MorphManIndex'), u'%d' % mmi)
setField(mid, fs, jcfg('Field_Unknowns'),
u', '.join(u.base for u in unknowns))
setField(mid, fs, jcfg('Field_Unmatures'),
u', '.join(u.base for u in unmatures))
setField(mid, fs, jcfg('Field_UnknownFreq'), u'%d' % F_k_avg)
# remove deprecated tag
if badLengthTag is not None and badLengthTag in ts:
ts.remove(badLengthTag)
# other tags
if priorityTag in ts: ts.remove(priorityTag)
if isPriority: ts.append(priorityTag)
if tooShortTag in ts: ts.remove(tooShortTag)
if lenDiffRaw < 0: ts.append(tooShortTag)
if tooLongTag in ts: ts.remove(tooLongTag)
if lenDiffRaw > 0: ts.append(tooLongTag)
# remove unnecessary tags
if not jcfg('Option_SetNotRequiredTags'):
unnecessary = [priorityTag, tooShortTag, tooLongTag]
ts = [tag for tag in ts if tag not in unnecessary]
# update sql db
tags_ = TAG.join(TAG.canonify(ts))
flds_ = joinFields(fs)
if flds != flds_ or tags != tags_: # only update notes that have changed
csum = fieldChecksum(fs[0])
sfld = stripHTML(fs[getSortFieldIndex(mid)])
ds.append({
'now': now,
'tags': tags_,
'flds': flds_,
'sfld': sfld,
'csum': csum,
'usn': mw.col.usn(),
'nid': nid
})
mw.progress.update(value=i, label='Updating anki database...')
mw.col.db.executemany(
'update notes set tags=:tags, flds=:flds, sfld=:sfld, csum=:csum, mod=:now, usn=:usn where id=:nid',
ds)
# Now reorder new cards based on MMI
mw.progress.update(value=i, label='Updating new card ordering...')
ds = []
# "type = 0": new cards
# "type = 1": learning cards [is supposed to be learning: in my case no learning card had this type]
# "type = 2": review cards
for (cid, nid,
due) in db.execute('select id, nid, due from cards where type = 0'):
if nid in nid2mmi: # owise it was disabled
due_ = nid2mmi[nid]
if due != due_: # only update cards that have changed
ds.append({
'now': now,
'due': due_,
'usn': mw.col.usn(),
'cid': cid
})
mw.col.db.executemany(
'update cards set due=:due, mod=:now, usn=:usn where id=:cid', ds)
mw.reset()
printf('Updated notes in %f sec' % (time.time() - t_0))
mw.progress.finish()
return knownDb