rework tag handling and remove cardTags

The tags tables were initially added to speed up the loading of the browser by
speeding up two operations: gathering a list of all tags to show in the
dropdown box, and finding cards with a given tag. The former functionality is
provided by the tags table, and the latter functionality by the cardTags
table.

Selective study is handled by groups now, which perform better since they
don't require a join or subselect, and can be embedded in the index. So the
only remaining benefit of cardTags is for the browser.

Performance testing indicates that cardTags is not saving us a large amount.
It only takes us 30ms to search a 50k card table for matches with a hot cache.
On a cold cache it means the facts table has to be loaded into memory, which
roughly doubles the load time with the default settings (we need to load the
cards table too, as we're sorting the cards), but that startup time was
necessary with certain settings in the past too (sorting by fact created for
example). With groups implemented, the cost of maintaining a cache just for
initial browser load time is hard to justify.

Other changes:

- the tags table has any missing tags added to it when facts are added/edited.
  This means old tags will stick around even when no cards reference them, but
  is much cheaper than reference counting or a separate table, and simplifies
  updates and syncing.
- the tags table has a modified field now so we can can sync it instead of
  having to scan all facts coming across in a sync
- priority field removed
- we no longer put model names or card templates into the tags table. There
  were two reasons we did this in the past: so we could cram/selective study
  them, and for plugins. Selective study uses groups now, and plugins can
  check the model's name instead (and most already do). This also does away
  with the somewhat confusing behaviour of names also being tags.
- facts have their tags as _tags now. You can get a list with tags(), but
  editing operations should use add/deleteTags() instead of manually editing
  the string.

anki/cards.py

@@ -138,7 +138,7 @@ class Card(object):
         return self.htmlQuestion(type="answer", align=align)
 
     def _splitTags(self):
-        return (self.fact.tags, self.fact.model.name, self.cardModel.name)
+        return (self.fact._tags, self.fact.model.name, self.cardModel.name)
 
     # Non-ORM
     ##########################################################################
@@ -192,8 +192,3 @@ mapper(Card, cardsTable, properties={
     'fact': relation(Fact, backref="cards", primaryjoin=
                      cardsTable.c.factId == factsTable.c.id),
     })
-
-mapper(Fact, factsTable, properties={
-    'model': relation(Model),
-    'fields': relation(Field, backref="fact", order_by=Field.ordinal),
-    })

anki/deck.py

@@ -10,11 +10,10 @@ from anki.lang import _, ngettext
 from anki.errors import DeckAccessError
 from anki.stdmodels import BasicModel
 from anki.utils import parseTags, tidyHTML, genID, ids2str, hexifyID, \
-     canonifyTags, joinTags, addTags, checksum, fieldChecksum, intTime
+     canonifyTags, joinTags, addTags, deleteTags, checksum, fieldChecksum, intTime
 from anki.revlog import logReview
 from anki.models import Model, CardModel, formatQA
 from anki.fonts import toPlatformFont
-from anki.tags import tagIds, tagId
 from operator import itemgetter
 from itertools import groupby
 from anki.hooks import runHook, hookEmpty
@@ -444,7 +443,7 @@ due > :now and due < :now""", now=time.time())
             cards.append(card)
         # update card q/a
         fact.setModified(True, self)
-        self.updateFactTags([fact.id])
+        self.registerTags(fact.tags())
         self.flushMod()
         if reset:
             self.reset()
@@ -476,7 +475,7 @@ due > :now and due < :now""", now=time.time())
                        empty["text:"+k] = u""
                        local["text:"+k] = local[k]
                    empty['tags'] = ""
-                   local['tags'] = fact.tags
+                   local['tags'] = fact._tags
                    try:
                        if (render(format, local) ==
                            render(format, empty)):
@@ -503,7 +502,6 @@ where factId = :fid and cardModelId = :cmid""",
                     card = anki.cards.Card(
                         fact, cardModel,
                         fact.created+0.0001*cardModel.ordinal)
-                    self.updateCardTags([card.id])
                     raise Exception("incorrect; not checking selective study")
                     self.newAvail += 1
                     ids.append(card.id)
@@ -581,7 +579,7 @@ where facts.id not in (select distinct factId from cards)""")
         fact = self.newFact(model)
         for field in fact.fields:
             fact[field.name] = oldFact[field.name]
-        fact.tags = oldFact.tags
+        fact._tags = oldFact._tags
         return fact
 
     # Cards
@@ -609,21 +607,6 @@ where facts.id not in (select distinct factId from cards)""")
         self.db.statement("delete from cards where id in %s" % strids)
         # note deleted
         anki.graves.registerMany(self.db, anki.graves.CARD, ids)
-        # gather affected tags
-        tags = self.db.column0(
-            "select tagId from cardTags where cardId in %s" %
-            strids)
-        # delete
-        self.db.statement("delete from cardTags where cardId in %s" % strids)
-        # find out if they're used by anything else
-        unused = []
-        for tag in tags:
-            if not self.db.scalar(
-                "select 1 from cardTags where tagId = :d limit 1", d=tag):
-                unused.append(tag)
-        # delete unused
-        self.db.statement("delete from tags where id in %s" %
-                         ids2str(unused))
         # remove any dangling facts
         self.deleteDanglingFacts()
         self.refreshSession()
@@ -819,7 +802,6 @@ where id in %s""" % ids2str(ids), new=new.id, ord=new.ordinal)
         cardIds = self.db.column0(
             "select id from cards where factId in %s" %
             ids2str(factIds))
-        self.updateCardTags(cardIds)
         self.refreshSession()
         self.finishProgress()
 
@@ -1095,9 +1077,12 @@ modified = :now
 where cardModelId in %s""" % strids, now=time.time())
         self.flushMod()
 
-    # Tags: querying
+    # Tags
     ##########################################################################
 
+    def tagList(self):
+        return self.db.column0("select name from tags order by name")
+
     def splitTagsList(self, where=""):
         return self.db.all("""
 select cards.id, facts.tags, models.name, cardModels.name
@@ -1112,221 +1097,62 @@ select cards.id from cards, facts where
 facts.tags = ""
 and cards.factId = facts.id""")
 
-    def cardsWithTags(self, tagStr, search="and"):
-        tagIds = []
-        # get ids
-        for tag in tagStr.split(" "):
-            tag = tag.replace("*", "%")
-            if "%" in tag:
-                ids = self.db.column0(
-                    "select id from tags where name like :tag", tag=tag)
-                if search == "and" and not ids:
-                    return []
-                tagIds.append(ids)
-            else:
-                id = self.db.scalar(
-                    "select id from tags where name = :tag", tag=tag)
-                if search == "and" and not id:
-                    return []
-                tagIds.append(id)
-        # search for any
-        if search == "or":
-            return self.db.column0(
-                "select cardId from cardTags where tagId in %s" %
-                ids2str(tagIds))
-        else:
-            # search for all
-            l = []
-            for ids in tagIds:
-                if isinstance(ids, types.ListType):
-                    l.append("select cardId from cardTags where tagId in %s" %
-                             ids2str(ids))
-                else:
-                    l.append("select cardId from cardTags where tagId = %d" %
-                             ids)
-            q = " intersect ".join(l)
-            return self.db.column0(q)
-
-    def allTags(self):
-        return self.db.column0("select name from tags order by name")
-
-    def allTags_(self, where=""):
-        t = self.db.column0("select tags from facts %s" % where)
-        t += self.db.column0("select name from models")
-        t += self.db.column0("select name from cardModels")
-        return sorted(list(set(parseTags(joinTags(t)))))
-
-    def allUserTags(self):
-        return sorted(list(set(parseTags(joinTags(self.db.column0(
-            "select tags from facts"))))))
-
-    def factTags(self, ids):
-        return self.db.all("""
-select id, tags from facts
-where id in %s""" % ids2str(ids))
-
     def cardHasTag(self, card, tag):
-        id = tagId(self.db, tag, create=False)
+        tags = self.db.scalar("select tags from fact where id = :fid",
-        if id:
+                              fid=card.factId)
-            return self.db.scalar(
+        return tag.lower() in parseTags(tags.lower())
-                "select 1 from cardTags where cardId = :c and tagId = :t",
-                c=card.id, t=id)
 
-    # Tags: caching
+    def updateFactTags(self, factIds=None):
-    ##########################################################################
+        "Add any missing tags to the tags list."
-
+        if factIds:
-    def updateFactTags(self, factIds):
+            lim = " where id in " + ids2str(factIds)
-        self.updateCardTags(self.db.column0(
-            "select id from cards where factId in %s" %
-            ids2str(factIds)))
-
-    def updateModelTags(self, modelId):
-        self.updateCardTags(self.db.column0("""
-select cards.id from cards, facts where
-cards.factId = facts.id and
-facts.modelId = :id""", id=modelId))
-
-    def updateCardTags(self, cardIds=None):
-        self.db.flush()
-        if cardIds is None:
-            self.db.statement("delete from cardTags")
-            self.db.statement("delete from tags")
-            tids = tagIds(self.db, self.allTags_())
-            rows = self.splitTagsList()
         else:
-            self.db.statement("delete from cardTags where cardId in %s" %
+            lim = ""
-                             ids2str(cardIds))
+        self.registerTags(set(parseTags(
-            fids = ids2str(self.db.column0(
+            " ".join(self.db.column0("select distinct tags from facts"+lim)))))
-                "select factId from cards where id in %s" %
+
-                ids2str(cardIds)))
+    def registerTags(self, tags):
-            tids = tagIds(self.db, self.allTags_(
+        r = []
-                where="where id in %s" % fids))
+        for t in tags:
-            rows = self.splitTagsList(
+            r.append({'t': t})
-                where="and facts.id in %s" % fids)
-        d = []
-        for (id, fact, model, templ) in rows:
-            for tag in parseTags(fact):
-                d.append({"cardId": id,
-                          "tagId": tids[tag.lower()],
-                          "src": 0})
-            for tag in parseTags(model):
-                d.append({"cardId": id,
-                          "tagId": tids[tag.lower()],
-                          "src": 1})
-            for tag in parseTags(templ):
-                d.append({"cardId": id,
-                          "tagId": tids[tag.lower()],
-                          "src": 2})
-        if d:
         self.db.statements("""
-insert into cardTags
+insert or ignore into tags (modified, name) values (%d, :t)""" % intTime(),
-(cardId, tagId, type) values
+                            r)
-(:cardId, :tagId, :src)""", d)
-        self.deleteUnusedTags()
 
-    def updateTagsForModel(self, model):
+    def addTags(self, ids, tags, add=True):
-        cards = self.db.all("""
+        "Add tags in bulk. TAGS is space-separated."
-select cards.id, cards.cardModelId from cards, facts where
-facts.modelId = :m and cards.factId = facts.id""", m=model.id)
-        cardIds = [x[0] for x in cards]
-        factIds = self.db.column0("""
-select facts.id from facts where
-facts.modelId = :m""", m=model.id)
-        cmtags = " ".join([cm.name for cm in model.cardModels])
-        tids = tagIds(self.db, parseTags(model.tags) +
-                      parseTags(cmtags))
-        self.db.statement("""
-delete from cardTags where cardId in %s
-and src in (1, 2)""" % ids2str(cardIds))
-        d = []
-        for tag in parseTags(model.tags):
-            for id in cardIds:
-                d.append({"cardId": id,
-                          "tagId": tids[tag.lower()],
-                          "src": 1})
-        cmtags = {}
-        for cm in model.cardModels:
-            cmtags[cm.id] = parseTags(cm.name)
-        for c in cards:
-            for tag in cmtags[c[1]]:
-                d.append({"cardId": c[0],
-                          "tagId": tids[tag.lower()],
-                          "src": 2})
-        if d:
-            self.db.statements("""
-insert into cardTags
-(cardId, tagId, src) values
-(:cardId, :tagId, :src)""", d)
-        self.deleteUnusedTags()
-
-    # Tags: adding/removing in bulk
-    ##########################################################################
-    # these could be optimized to use the tag cache in the future
-
-    def deleteUnusedTags(self):
-        self.db.statement("""
-delete from tags where id not in (select distinct tagId from cardTags)""")
-
-    def addTags(self, ids, tags):
-        "Add tags in bulk. Caller must .reset()"
         self.startProgress()
-        tlist = self.factTags(ids)
         newTags = parseTags(tags)
-        now = time.time()
+        # cache tag names
-        pending = []
+        self.registerTags(newTags)
-        for (id, tags) in tlist:
+        # find facts missing the tags
-            oldTags = parseTags(tags)
+        if add:
-            tmpTags = list(set(oldTags + newTags))
+            l = "tags not "
-            if tmpTags != oldTags:
+            fn = addTags
-                pending.append(
+        else:
-                    {'id': id, 'now': now, 'tags': " ".join(tmpTags)})
+            l = "tags "
+            fn = deleteTags
+        lim = " or ".join(
+            [l+"like :_%d" % c for c, t in enumerate(newTags)])
+        res = self.db.all(
+            "select id, tags from facts where " + lim,
+            **dict([("_%d" % x, '%% %s %%' % y) for x, y in enumerate(newTags)]))
+        # update tags
+        fids = []
+        def fix(row):
+            fids.append(row[0])
+            return {'id': row[0], 't': fn(tags, row[1])}
         self.db.statements("""
-update facts set
+update facts set tags = :t, modified = %d
-tags = :tags,
+where id = :id""" % intTime(), [fix(row) for row in res])
-modified = :now
+        # update q/a cache
-where id = :id""", pending)
+        self.updateCardQACacheFromIds(fids, type="facts")
-        factIds = [c['id'] for c in pending]
-        cardIds = self.db.column0(
-            "select id from cards where factId in %s" %
-            ids2str(factIds))
-        self.updateCardQACacheFromIds(factIds, type="facts")
-        self.updateCardTags(cardIds)
         self.flushMod()
         self.finishProgress()
         self.refreshSession()
 
     def deleteTags(self, ids, tags):
-        "Delete tags in bulk. Caller must .reset()"
+        self.addTags(ids, tags, False)
-        self.startProgress()
-        tlist = self.factTags(ids)
-        newTags = parseTags(tags)
-        now = time.time()
-        pending = []
-        for (id, tags) in tlist:
-            oldTags = parseTags(tags)
-            tmpTags = oldTags[:]
-            for tag in newTags:
-                try:
-                    tmpTags.remove(tag)
-                except ValueError:
-                    pass
-            if tmpTags != oldTags:
-                pending.append(
-                    {'id': id, 'now': now, 'tags': " ".join(tmpTags)})
-        self.db.statements("""
-update facts set
-tags = :tags,
-modified = :now
-where id = :id""", pending)
-        factIds = [c['id'] for c in pending]
-        cardIds = self.db.column0(
-            "select id from cards where factId in %s" %
-            ids2str(factIds))
-        self.updateCardQACacheFromIds(factIds, type="facts")
-        self.updateCardTags(cardIds)
-        self.flushMod()
-        self.finishProgress()
-        self.refreshSession()
 
     # Finding cards
     ##########################################################################
@@ -1742,6 +1568,8 @@ where id in %s""" % ids2str(ids)):
                 f.tags = self.db.scalar("""
 select group_concat(name, " ") from tags t, cardTags ct
 where cardId = :cid and ct.tagId = t.id""", cid=id) or u""
+                if f.tags:
+                    f.tags = " " + f.tags + " "
             except:
                 raise Exception("Your sqlite is too old.")
             cards = self.addFact(f)
@@ -1860,7 +1688,9 @@ select id from fields where factId not in (select id from facts)""")
                 "where allowEmptyAnswer is null or typeAnswer is null")
             # fix tags
             self.updateProgress()
-            self.updateCardTags()
+            self.db.statement("delete from tags")
+            self.updateFactTags()
+            print "should ensure tags having leading/trailing space"
             # make sure ordinals are correct
             self.updateProgress()
             self.db.statement("""
@@ -2241,16 +2071,10 @@ insert into groups values (1, :t, "Default", 1)""",
             """
 create table tags (
 id integer not null,
+modified integer not null,
 name text not null collate nocase unique,
-priority integer not null default 0,
 primary key(id))""",
             """
-create table cardTags (
-cardId integer not null,
-tagId integer not null,
-type integer not null,
-primary key(tagId, cardId))""",
-            """
 create table groups (
 id integer primary key autoincrement,
 modified integer not null,

anki/facts.py

@@ -6,7 +6,8 @@ import time
 from anki.db import *
 from anki.errors import *
 from anki.models import Model, FieldModel, fieldModelsTable
-from anki.utils import genID, stripHTMLMedia, fieldChecksum, intTime
+from anki.utils import genID, stripHTMLMedia, fieldChecksum, intTime, \
+    addTags, deleteTags, parseTags
 from anki.hooks import runHook
 
 # Fields in a fact
@@ -63,7 +64,9 @@ class Fact(object):
     def __init__(self, model=None, pos=None):
         self.model = model
         self.id = genID()
+        self._tags = u""
         if model:
+            # creating
             for fm in model.fieldModels:
                 self.fields.append(Field(fm))
             self.pos = pos
@@ -101,6 +104,15 @@ class Fact(object):
         except (IndexError, KeyError):
             return default
 
+    def addTags(self, tags):
+        self._tags = addTags(tags, self._tags)
+
+    def deleteTags(self, tags):
+        self._tags = deleteTags(tags, self._tags)
+
+    def tags(self):
+        return parseTags(self._tags)
+
     def assertValid(self):
         "Raise an error if required fields are empty."
         for field in self.fields:
@@ -148,3 +160,9 @@ class Fact(object):
                 self.values()))
             for card in self.cards:
                 card.rebuildQA(deck)
+
+mapper(Fact, factsTable, properties={
+    'model': relation(Model),
+    'fields': relation(Field, backref="fact", order_by=Field.ordinal),
+    '_tags': factsTable.c.tags
+    })

anki/find.py

@@ -65,7 +65,7 @@ def findCardsWhere(deck, query):
     q = ""
     x = []
     if tquery:
-        x.append(" id in (%s)" % tquery)
+        x.append(" factId in (%s)" % tquery)
     if fquery:
         x.append(" factId in (%s)" % fquery)
     if qquery:
@@ -397,16 +397,19 @@ def _findCards(deck, query):
                 else:
                     tquery += " intersect "
             elif isNeg:
-                tquery += "select id from cards except "
+                tquery += "select id from facts except "
             if token == "none":
                 tquery += """
 select cards.id from cards, facts where facts.tags = '' and cards.factId = facts.id """
             else:
                 token = token.replace("*", "%")
-                ids = deck.db.column0("""
+                if not token.startswith("%"):
-select id from tags where name like :tag escape '\\'""", tag=token)
+                    token = "% " + token
+                if not token.endswith("%"):
+                    token += " %"
+                args["_tag_%d" % c] = token
                 tquery += """
-select cardId from cardTags where cardTags.tagId in %s""" % ids2str(ids)
+select id from facts where tags like :_tag_%d""" % c
         elif type == SEARCH_TYPE:
             if qquery:
                 if isNeg:
@@ -449,6 +452,7 @@ select cardId from cardTags where cardTags.tagId in %s""" % ids2str(ids)
                 fidquery += "select id from cards except "
             fidquery += "select id from cards where factId in (%s)" % token
         elif type == SEARCH_CARD:
+            print "search_card broken"
             token = token.replace("*", "%")
             ids = deck.db.column0("""
 select id from tags where name like :tag escape '\\'""", tag=token)

anki/sched.py

@@ -8,7 +8,6 @@ from heapq import *
 from anki.db import *
 from anki.cards import Card
 from anki.utils import parseTags, ids2str
-from anki.tags import tagIds
 from anki.lang import _
 from anki.consts import *
 

anki/stdmodels.py

@@ -34,7 +34,6 @@ def BasicModel():
     m.addCardModel(CardModel(u'Forward', u'%(Front)s', u'%(Back)s'))
     m.addCardModel(CardModel(u'Reverse', u'%(Back)s', u'%(Front)s',
                              active=False))
-    m.tags = u"Basic"
     return m
 
 models['Basic'] = BasicModel
@@ -47,5 +46,4 @@ def RecoveryModel():
     m.addFieldModel(FieldModel(u'Question', False, False))
     m.addFieldModel(FieldModel(u'Answer', False, False))
     m.addCardModel(CardModel(u'Single', u'{{{Question}}}', u'{{{Answer}}}'))
-    m.tags = u"Recovery"
     return m

anki/sync.py

@@ -26,6 +26,8 @@ SYNC_PORT = int(os.environ.get("SYNC_PORT") or 80)
 SYNC_URL = "http://%s:%d/sync/" % (SYNC_HOST, SYNC_PORT)
 KEYS = ("models", "facts", "cards", "media")
 
+# - need to add tags table syncing
+
 ##########################################################################
 # Monkey-patch httplib to incrementally send instead of chewing up large
 # amounts of memory, and track progress.

anki/tags.py

@@ -1,29 +0,0 @@
-# -*- coding: utf-8 -*-
-# Copyright: Damien Elmes <anki@ichi2.net>
-# License: GNU GPL, version 3 or later; http://www.gnu.org/copyleft/gpl.html
-
-from anki.db import *
-
-# Type: 0=fact, 1=model, 2=template
-
-def tagId(s, tag, create=True):
-    "Return ID for tag, creating if necessary."
-    id = s.scalar("select id from tags where name = :tag", tag=tag)
-    if id or not create:
-        return id
-    s.statement("""
-insert or ignore into tags
-(name) values (:tag)""", tag=tag)
-    return s.scalar("select id from tags where name = :tag", tag=tag)
-
-def tagIds(s, tags, create=True):
-    "Return an ID for all tags, creating if necessary."
-    ids = {}
-    if create:
-        s.statements("insert or ignore into tags (name) values (:tag)",
-                    [{'tag': t} for t in tags])
-    tagsD = dict([(x.lower(), y) for (x, y) in s.all("""
-select name, id from tags
-where name in (%s)""" % ",".join([
-        "'%s'" % t.replace("'", "''") for t in tags]))])
-    return tagsD

anki/upgrade.py

@@ -44,14 +44,20 @@ cast(factor*1000 as int), reps, successive, noCount, 0, 0 from cards2""")
         # tags
         ###########
         moveTable(s, "tags")
-        moveTable(s, "cardTags")
         import deck
         deck.DeckStorage._addTables(engine)
-        s.execute("insert or ignore into tags select id, tag, 0 from tags2")
+        s.execute("insert or ignore into tags select id, :t, tag from tags2",
+                  {'t':intTime()})
+        # tags should have a leading and trailing space if not empty, and not
+        # use commas
         s.execute("""
-insert or ignore into cardTags select cardId, tagId, src from cardTags2""")
+update facts set tags = (case
+when trim(tags) == "" then ""
+else " " || replace(replace(trim(tags), ",", " "), "  ", " ") || " "
+end)
+""")
         s.execute("drop table tags2")
-        s.execute("drop table cardTags2")
+        s.execute("drop table cardTags")
         # facts
         ###########
         s.execute("""
@@ -158,9 +164,6 @@ create index if not exists ix_media_chksum on media (chksum)""")
     # deletion tracking
     db.execute("""
 create index if not exists ix_gravestones_delTime on gravestones (delTime)""")
-    # tags
-    db.execute("""
-create index if not exists ix_cardTags_cardId on cardTags (cardId)""")
 
 def upgradeDeck(deck):
     "Upgrade deck to the latest version."

anki/utils.py

@@ -233,11 +233,13 @@ to be integers."""
 
 def parseTags(tags):
     "Parse a string and return a list of tags."
-    tags = re.split(" |, ?", tags)
+    return [t for t in tags.split(" ") if t]
-    return [t.strip() for t in tags if t.strip()]
 
 def joinTags(tags):
-    return u" ".join(tags)
+    "Join tags into a single string, with leading and trailing spaces."
+    if not tags:
+        return u""
+    return u" %s " % u" ".join(tags)
 
 def canonifyTags(tags):
     "Strip leading/trailing/superfluous commas and duplicates."
@@ -246,26 +248,28 @@ def canonifyTags(tags):
 
 def findTag(tag, tags):
     "True if TAG is in TAGS. Ignore case."
-    if not isinstance(tags, types.ListType):
-        tags = parseTags(tags)
     return tag.lower() in [t.lower() for t in tags]
 
-def addTags(tagstr, tags):
+def addTags(addtags, tags):
     "Add tags if they don't exist."
     currentTags = parseTags(tags)
-    for tag in parseTags(tagstr):
+    for tag in parseTags(addtags):
         if not findTag(tag, currentTags):
             currentTags.append(tag)
     return joinTags(currentTags)
 
-def deleteTags(tagstr, tags):
+def deleteTags(deltags, tags):
     "Delete tags if they don't exists."
     currentTags = parseTags(tags)
-    for tag in parseTags(tagstr):
+    for tag in parseTags(deltags):
-        try:
+        # find tags, ignoring case
-            currentTags.remove(tag)
+        remove = []
-        except ValueError:
+        for tx in currentTags:
-            pass
+            if tag.lower() == tx.lower():
+                remove.append(tx)
+        # remove them
+        for r in remove:
+            currentTags.remove(r)
     return joinTags(currentTags)
 
 # Misc

tests/test_deck.py

@@ -268,12 +268,12 @@ def test_findCards():
     f = deck.newFact()
     f['Front'] = u'dog'
     f['Back'] = u'cat'
-    f.tags = u"monkey"
+    f.addTags(u"monkey")
     deck.addFact(f)
     f = deck.newFact()
     f['Front'] = u'goats are fun'
     f['Back'] = u'sheep'
-    f.tags = u"sheep goat horse"
+    f.addTags(u"sheep goat horse")
     deck.addFact(f)
     f = deck.newFact()
     f['Front'] = u'cat'
@@ -292,21 +292,13 @@ def test_findCards():
     assert len(deck.findCards("are goats")) == 1
     assert len(deck.findCards('"are goats"')) == 0
     assert len(deck.findCards('"goats are"')) == 1
-    # make sure card templates and models match too
+    deck.addTags(deck.db.column0("select id from cards"), "foo bar")
-    assert len(deck.findCards('tag:basic')) == 3
+    assert (len(deck.findCards("tag:foo")) ==
-    assert len(deck.findCards('tag:forward')) == 3
+            len(deck.findCards("tag:bar")) ==
-    deck.addModel(BasicModel())
+            3)
-    f = deck.newFact()
+    deck.deleteTags(deck.db.column0("select id from cards"), "foo")
-    f['Front'] = u'foo'
+    assert len(deck.findCards("tag:foo")) == 0
-    f['Back'] = u'bar'
+    assert len(deck.findCards("tag:bar")) == 3
-    deck.addFact(f)
-    deck.currentModel.cardModels[1].active = True
-    f = deck.newFact()
-    f['Front'] = u'baz'
-    f['Back'] = u'qux'
-    c = deck.addFact(f)
-    assert len(deck.findCards('tag:forward')) == 5
-    assert len(deck.findCards('tag:reverse')) == 1
 
 def test_upgrade():
     src = os.path.expanduser("~/Scratch/upgrade.anki")