remove the stats table

The stats table was how the early non-SQL versions of Anki kept track of
statistics, before there was a revision log. It is being removed because:

- it's not possible to show the statistics for a subset of the deck
- it can't meaningfully be copied on import/export
- it makes it harder to implement sync merging

Implications:

- graphs and deck stats roughly 1.5-3x longer than before, but we'll have the
  ability to generate stats for subsections of the deck, and it's not time
  critical code
- people who've been using anki since the very early days may notice a drop in
  statistics, as early repetitions were recorded in the stats table but the
  revlog didn't exist at that point.
- due bugs in old syncs and imports/exports, the stats and revlog may not
  match numbers exactly

To remove it, the following changes have been made:

- the graphs and deck stats now generate their data entirely from the revlog
- there are no stats to keep track of how many cards we've answered, so we
  pull that information from the revlog in reset()
- we remove _globalStats and _dailyStats from the deck
- we check if a day rollover has occurred using failedCutoff instead
- we remove the getStats() routine
- the ETA code is currently disabled
- timeboxing routines use repsToday instead of stats
- remove stats delete from export
- remove stats table and index in upgrade
- remove stats syncing and globalStats refresh pre-sync
- remove stats count check in fullSync check, which was redundant anyway
- update unit tests

Also:

- newCountToday -> newCount, to bring it in line with revCount&failedCount
  which also reflect the currently due count
- newCount -> newAvail
- timeboxing routines renamed since the old names were confusingly similar to
  refreshSession() which does something different

Todo:

- update newSeenToday & repsToday when answering a card
- reimplement eta

anki/deck.py

@@ -13,7 +13,6 @@ from anki.utils import parseTags, tidyHTML, genID, ids2str, hexifyID, \
      canonifyTags, joinTags, addTags, checksum, fieldChecksum
 from anki.history import CardHistoryEntry
 from anki.models import Model, CardModel, formatQA
-from anki.stats import dailyStats, globalStats, genToday
 from anki.fonts import toPlatformFont
 from anki.tags import initTagTables, tagIds
 from operator import itemgetter
@@ -26,7 +25,7 @@ from anki.upgrade import upgradeSchema, updateIndices, upgradeDeck, DECK_VERSION
 import anki.latex # sets up hook
 
 # ensure all the DB metadata in other files is loaded before proceeding
-import anki.models, anki.facts, anki.cards, anki.stats
+import anki.models, anki.facts, anki.cards
 import anki.history, anki.media
 
 # rest
@@ -206,6 +205,13 @@ class Deck(object):
         # global counts
         self.cardCount = self.s.scalar("select count(*) from cards")
         self.factCount = self.s.scalar("select count(*) from facts")
+        # day counts
+        (self.repsToday, self.newSeenToday) = self.s.first("""
+select count(), sum(case when reps = 1 then 1 else 0 end) from reviewHistory
+where time > :t""", t=self.failedCutoff-86400)
+        self.newSeenToday = self.newSeenToday or 0
+        print "newSeenToday in answer(), reset called twice"
+        print "newSeenToday needs to account for drill mode too."
         # due counts
         self.rebuildFailedCount()
         self.rebuildRevCount()
@@ -251,7 +257,7 @@ class Deck(object):
             "and combinedDue < :lim"), lim=self.dueCutoff)
 
     def _rebuildNewCount(self):
-        self.newCount = self.s.scalar(
+        self.newAvail = self.s.scalar(
             self.cardLimit(
             "newActive", "newInactive",
             "select count(*) from cards c where type = 2 "
@@ -260,9 +266,9 @@ class Deck(object):
         self.spacedCards = []
 
     def _updateNewCountToday(self):
-        self.newCountToday = max(min(
+        self.newCount = max(min(
-            self.newCount, self.newCardsPerDay -
+            self.newAvail, self.newCardsPerDay -
-            self.newCardsDoneToday()), 0)
+            self.newSeenToday), 0)
 
     def _fillFailedQueue(self):
         if self.failedSoonCount and not self.failedQueue:
@@ -285,7 +291,7 @@ limit %d""" % (self.revOrder(), self.queueLimit)), lim=self.dueCutoff)
             self.revQueue.reverse()
 
     def _fillNewQueue(self):
-        if self.newCountToday and not self.newQueue and not self.spacedCards:
+        if self.newCount and not self.newQueue and not self.spacedCards:
             self.newQueue = self.s.all(
                 self.cardLimit(
                 "newActive", "newInactive", """
@@ -355,7 +361,7 @@ produce the problem.
 Counts %d %d %d
 Queue %d %d %d
 Card info: %d %d %d
-New type: %s""" % (self.failedSoonCount, self.revCount, self.newCountToday,
+New type: %s""" % (self.failedSoonCount, self.revCount, self.newCount,
                           len(self.failedQueue), len(self.revQueue),
                           len(self.newQueue),
                           card.reps, card.successive, oldSuc, `newType`))
@@ -443,9 +449,6 @@ when type >= 0 then relativeDelay else relativeDelay - 3 end)
             self.dueCutoff = time.time()
 
     def reset(self):
-        # setup global/daily stats
-        self._globalStats = globalStats(self)
-        self._dailyStats = dailyStats(self)
         # recheck counts
         self.rebuildCounts()
         # empty queues; will be refilled by getCard()
@@ -455,9 +458,9 @@ when type >= 0 then relativeDelay else relativeDelay - 3 end)
         self.spacedFacts = {}
         # determine new card distribution
         if self.newCardSpacing == NEW_CARDS_DISTRIBUTE:
-            if self.newCountToday:
+            if self.newCount:
                 self.newCardModulus = (
-                    (self.newCountToday + self.revCount) / self.newCountToday)
+                    (self.newCount + self.revCount) / self.newCount)
                 # if there are cards to review, ensure modulo >= 2
                 if self.revCount:
                     self.newCardModulus = max(2, self.newCardModulus)
@@ -474,7 +477,7 @@ when type >= 0 then relativeDelay else relativeDelay - 3 end)
 
     def checkDay(self):
         # check if the day has rolled over
-        if genToday(self) != self._dailyStats.day:
+        if time.time() > self.failedCutoff:
             self.updateCutoff()
             self.reset()
 
@@ -531,7 +534,7 @@ order by combinedDue limit %d""" % self.queueLimit), lim=self.dueCutoff)
         self.scheduler = "learnMore"
 
     def _rebuildLearnMoreCount(self):
-        self.newCount = self.s.scalar(
+        self.newAvail = self.s.scalar(
             self.cardLimit(
             "newActive", "newInactive",
             "select count(*) from cards c where type = 2 "
@@ -539,7 +542,7 @@ order by combinedDue limit %d""" % self.queueLimit), lim=self.dueCutoff)
         self.spacedCards = []
 
     def _updateLearnMoreCountToday(self):
-        self.newCountToday = self.newCount
+        self.newCount = self.newAvail
 
     # Cramming
     ##########################################################################
@@ -611,8 +614,8 @@ order by combinedDue limit %d""" % self.queueLimit), lim=self.dueCutoff)
             self.failedCramQueue.pop()
 
     def _rebuildCramNewCount(self):
+        self.newAvail = 0
         self.newCount = 0
-        self.newCountToday = 0
 
     def _cramCardLimit(self, active, inactive, sql):
         # inactive is (currently) ignored
@@ -683,7 +686,7 @@ limit %s""" % (self.cramOrder, self.queueLimit)))
         if self.revNoSpaced():
             return self.revQueue[-1][0]
         # new cards left?
-        if self.newCountToday:
+        if self.newCount:
             id = self.getNewCard()
             if id:
                 return id
@@ -706,7 +709,7 @@ limit %s""" % (self.cramOrder, self.queueLimit)))
 
     def _timeForNewCard(self):
         "True if it's time to display a new card when distributing."
-        if not self.newCountToday:
+        if not self.newCount:
             return False
         if self.newCardSpacing == NEW_CARDS_LAST:
             return False
@@ -797,7 +800,7 @@ limit %s""" % (self.cramOrder, self.queueLimit)))
         elif oldQueue == 1:
             self.revCount -= 1
         else:
-            self.newCount -= 1
+            self.newAvail -= 1
         # card stats
         anki.cards.Card.updateStats(card, ease, oldState)
         # update type & ensure past cutoff
@@ -811,9 +814,6 @@ limit %s""" % (self.cramOrder, self.queueLimit)))
         # save
         card.combinedDue = card.due
         card.toDB(self.s)
-        # global/daily stats
-        anki.stats.updateAllStats(self.s, self._globalStats, self._dailyStats,
-                                  card, ease, oldState)
         # review history
         entry = CardHistoryEntry(card, ease, lastDelay)
         entry.writeSQL(self.s)
@@ -1187,13 +1187,6 @@ where type between -3 and -1 and id in %s""" %
 select 1 from cards where combinedDue < :now
 and type between 0 and 1 limit 1""", now=self.dueCutoff)
 
-    def newCardsDoneToday(self):
-        return (self._dailyStats.newEase0 +
-                self._dailyStats.newEase1 +
-                self._dailyStats.newEase2 +
-                self._dailyStats.newEase3 +
-                self._dailyStats.newEase4)
-
     def spacedCardCount(self):
         "Number of spaced cards."
         return self.s.scalar("""
@@ -1251,22 +1244,9 @@ combinedDue > :now and due < :now""", now=time.time())
     # Stats
     ##########################################################################
 
-    def getStats(self, short=False):
-        "Return some commonly needed stats."
-        stats = anki.stats.getStats(self.s, self._globalStats, self._dailyStats)
-        # add scheduling related stats
-        stats['new'] = self.newCountToday
-        stats['failed'] = self.failedSoonCount
-        stats['rev'] = self.revCount
-        if stats['dAverageTime']:
-            stats['timeLeft'] = anki.utils.fmtTimeSpan(
-                self.getETA(stats), pad=0, point=1, short=short)
-        else:
-            stats['timeLeft'] = _("Unknown")
-        return stats
-
     def getETA(self, stats):
         # rev + new cards first, account for failures
+        import traceback; traceback.print_stack()
         count = stats['rev'] + stats['new']
         count *= 1 + stats['gYoungNo%'] / 100.0
         left = count * stats['dAverageTime']
@@ -1377,7 +1357,8 @@ where factId = :fid and cardModelId = :cmid""",
                         fact.created+0.0001*cardModel.ordinal)
                     self.updateCardTags([card.id])
                     self.cardCount += 1
-                    self.newCount += 1
+                    raise Exception("incorrect; not checking selective study")
+                    self.newAvail += 1
                     ids.append(card.id)
 
         if ids:
@@ -2794,18 +2775,21 @@ select id from facts where spaceUntil like :_ff_%d escape '\\'""" % c
         assert '\\' not in n
         return n
 
-    # Session handling
+    # Timeboxing
     ##########################################################################
 
-    def startSession(self):
+    def startTimebox(self):
         self.lastSessionStart = self.sessionStartTime
         self.sessionStartTime = time.time()
-        self.sessionStartReps = self.getStats()['dTotal']
+        self.sessionStartReps = self.repsToday
 
-    def stopSession(self):
+    def stopTimebox(self):
         self.sessionStartTime = 0
 
-    def sessionLimitReached(self):
+    def timeboxStarted(self):
+        return self.sessionStartTime
+
+    def timeboxReached(self):
         if not self.sessionStartTime:
             # not started
             return False
@@ -2813,7 +2797,7 @@ select id from facts where spaceUntil like :_ff_%d escape '\\'""" % c
             (self.sessionStartTime + self.sessionTimeLimit)):
             return True
         if (self.sessionRepLimit and self.sessionRepLimit <=
-            self.getStats()['dTotal'] - self.sessionStartReps):
+            self.repsToday - self.sessionStartReps):
             return True
         return False
 
@@ -3606,8 +3590,6 @@ class DeckStorage(object):
                 raise e
         if not rebuild:
             # minimal startup
-            deck._globalStats = globalStats(deck)
-            deck._dailyStats = dailyStats(deck)
             return deck
         oldMod = deck.modified
         # fix a bug with current model being unset

anki/exporting.py

@@ -126,8 +126,6 @@ relativeDelay = 2,
 combinedDue = created,
 modified = :now
 """, now=time.time())
-            self.newDeck.s.statement("""
-delete from stats""")
         # media
         if self.includeMedia:
             server.deck.mediaPrefix = ""

anki/graphs.py

@@ -2,12 +2,9 @@
 # Copyright: Damien Elmes <anki@ichi2.net>
 # License: GNU GPL, version 3 or later; http://www.gnu.org/copyleft/gpl.html
 
-import os, sys, time
+import os, sys, time, datetime
-import anki.stats
 from anki.lang import _
 
-import datetime
-
 #colours for graphs
 dueYoungC = "#ffb380"
 dueMatureC = "#ff5555"
@@ -100,7 +97,8 @@ from cards c where relativeDelay = 1 and type >= 0 and interval > 21"""
 
             dayReps = self.getDayReps()
 
-            todaydt = self.deck._dailyStats.day
+            todaydt = datetime.datetime.utcfromtimestamp(
+                time.time() - self.deck.utcOffset).date()
             for dest, source in [("dayRepsNew", "combinedNewReps"),
                                  ("dayRepsYoung", "combinedYoungReps"),
                                  ("dayRepsMature", "matureReps")]:

anki/stats.py

@@ -2,246 +2,13 @@
 # Copyright: Damien Elmes <anki@ichi2.net>
 # License: GNU GPL, version 3 or later; http://www.gnu.org/copyleft/gpl.html
 
-# we track statistics over the life of the deck, and per-day
+import time, sys, os, datetime
-STATS_LIFE = 0
-STATS_DAY = 1
-
-import unicodedata, time, sys, os, datetime
 import anki, anki.utils
-from datetime import date
 from anki.db import *
 from anki.lang import _, ngettext
 from anki.utils import canonifyTags, ids2str
 from anki.hooks import runFilter
 
-# Tracking stats on the DB
-##########################################################################
-
-statsTable = Table(
-    'stats', metadata,
-    Column('id', Integer, primary_key=True),
-    Column('type', Integer, nullable=False),
-    Column('day', Date, nullable=False),
-    Column('reps', Integer, nullable=False, default=0),
-    Column('averageTime', Float, nullable=False, default=0),
-    Column('reviewTime', Float, nullable=False, default=0),
-    # next two columns no longer used
-    Column('distractedTime', Float, nullable=False, default=0),
-    Column('distractedReps', Integer, nullable=False, default=0),
-    Column('newEase0', Integer, nullable=False, default=0),
-    Column('newEase1', Integer, nullable=False, default=0),
-    Column('newEase2', Integer, nullable=False, default=0),
-    Column('newEase3', Integer, nullable=False, default=0),
-    Column('newEase4', Integer, nullable=False, default=0),
-    Column('youngEase0', Integer, nullable=False, default=0),
-    Column('youngEase1', Integer, nullable=False, default=0),
-    Column('youngEase2', Integer, nullable=False, default=0),
-    Column('youngEase3', Integer, nullable=False, default=0),
-    Column('youngEase4', Integer, nullable=False, default=0),
-    Column('matureEase0', Integer, nullable=False, default=0),
-    Column('matureEase1', Integer, nullable=False, default=0),
-    Column('matureEase2', Integer, nullable=False, default=0),
-    Column('matureEase3', Integer, nullable=False, default=0),
-    Column('matureEase4', Integer, nullable=False, default=0))
-
-class Stats(object):
-    def __init__(self):
-        self.day = None
-        self.reps = 0
-        self.averageTime = 0
-        self.reviewTime = 0
-        self.distractedTime = 0
-        self.distractedReps = 0
-        self.newEase0 = 0
-        self.newEase1 = 0
-        self.newEase2 = 0
-        self.newEase3 = 0
-        self.newEase4 = 0
-        self.youngEase0 = 0
-        self.youngEase1 = 0
-        self.youngEase2 = 0
-        self.youngEase3 = 0
-        self.youngEase4 = 0
-        self.matureEase0 = 0
-        self.matureEase1 = 0
-        self.matureEase2 = 0
-        self.matureEase3 = 0
-        self.matureEase4 = 0
-
-    def fromDB(self, s, id):
-        r = s.first("select * from stats where id = :id", id=id)
-        (self.id,
-         self.type,
-         self.day,
-         self.reps,
-         self.averageTime,
-         self.reviewTime,
-         self.distractedTime,
-         self.distractedReps,
-         self.newEase0,
-         self.newEase1,
-         self.newEase2,
-         self.newEase3,
-         self.newEase4,
-         self.youngEase0,
-         self.youngEase1,
-         self.youngEase2,
-         self.youngEase3,
-         self.youngEase4,
-         self.matureEase0,
-         self.matureEase1,
-         self.matureEase2,
-         self.matureEase3,
-         self.matureEase4) = r
-        self.day = datetime.date(*[int(i) for i in self.day.split("-")])
-
-    def create(self, s, type, day):
-        self.type = type
-        self.day = day
-        s.execute("""insert into stats
-(type, day, reps, averageTime, reviewTime, distractedTime, distractedReps,
-newEase0, newEase1, newEase2, newEase3, newEase4, youngEase0, youngEase1,
-youngEase2, youngEase3, youngEase4, matureEase0, matureEase1, matureEase2,
-matureEase3, matureEase4) values (:type, :day, 0, 0, 0, 0, 0, 0, 0, 0, 0,
-0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)""", self.__dict__)
-        self.id = s.scalar(
-            "select id from stats where type = :type and day = :day",
-            type=type, day=day)
-
-    def toDB(self, s):
-        assert self.id
-        s.execute("""update stats set
-type=:type,
-day=:day,
-reps=:reps,
-averageTime=:averageTime,
-reviewTime=:reviewTime,
-newEase0=:newEase0,
-newEase1=:newEase1,
-newEase2=:newEase2,
-newEase3=:newEase3,
-newEase4=:newEase4,
-youngEase0=:youngEase0,
-youngEase1=:youngEase1,
-youngEase2=:youngEase2,
-youngEase3=:youngEase3,
-youngEase4=:youngEase4,
-matureEase0=:matureEase0,
-matureEase1=:matureEase1,
-matureEase2=:matureEase2,
-matureEase3=:matureEase3,
-matureEase4=:matureEase4
-where id = :id""", self.__dict__)
-
-mapper(Stats, statsTable)
-
-def genToday(deck):
-    return datetime.datetime.utcfromtimestamp(
-        time.time() - deck.utcOffset).date()
-
-def updateAllStats(s, gs, ds, card, ease, oldState):
-    "Update global and daily statistics."
-    updateStats(s, gs, card, ease, oldState)
-    updateStats(s, ds, card, ease, oldState)
-
-def updateStats(s, stats, card, ease, oldState):
-    stats.reps += 1
-    delay = card.totalTime()
-    if delay >= 60:
-        stats.reviewTime += 60
-    else:
-        stats.reviewTime += delay
-        stats.averageTime = (
-            stats.reviewTime / float(stats.reps))
-    # update eases
-    attr = oldState + "Ease%d" % ease
-    setattr(stats, attr, getattr(stats, attr) + 1)
-    stats.toDB(s)
-
-def globalStats(deck):
-    s = deck.s
-    type = STATS_LIFE
-    today = genToday(deck)
-    id = s.scalar("select id from stats where type = :type",
-                  type=type)
-    stats = Stats()
-    if id:
-        stats.fromDB(s, id)
-        return stats
-    else:
-        stats.create(s, type, today)
-    stats.type = type
-    return stats
-
-def dailyStats(deck):
-    s = deck.s
-    type = STATS_DAY
-    today = genToday(deck)
-    id = s.scalar("select id from stats where type = :type and day = :day",
-                  type=type, day=today)
-    stats = Stats()
-    if id:
-        stats.fromDB(s, id)
-        return stats
-    else:
-        stats.create(s, type, today)
-    return stats
-
-def summarizeStats(stats, pre=""):
-    "Generate percentages and total counts for STATS. Optionally prefix."
-    cardTypes = ("new", "young", "mature")
-    h = {}
-    # total counts
-    ###############
-    for type in cardTypes:
-        # total yes/no for type, eg. gNewYes
-        h[pre + type.capitalize() + "No"] = (getattr(stats, type + "Ease0") +
-                                             getattr(stats, type + "Ease1"))
-        h[pre + type.capitalize() + "Yes"] = (getattr(stats, type + "Ease2") +
-                                              getattr(stats, type + "Ease3") +
-                                              getattr(stats, type + "Ease4"))
-        # total for type, eg. gNewTotal
-        h[pre + type.capitalize() + "Total"] = (
-            h[pre + type.capitalize() + "No"] +
-            h[pre + type.capitalize() + "Yes"])
-    # total yes/no, eg. gYesTotal
-    for answer in ("yes", "no"):
-        num = 0
-        for type in cardTypes:
-            num += h[pre + type.capitalize() + answer.capitalize()]
-        h[pre + answer.capitalize() + "Total"] = num
-    # total over all, eg. gTotal
-    num = 0
-    for type in cardTypes:
-        num += h[pre + type.capitalize() + "Total"]
-    h[pre + "Total"] = num
-    # percentages
-    ##############
-    for type in cardTypes:
-        # total yes/no % by type, eg. gNewYes%
-        for answer in ("yes", "no"):
-            setPercentage(h, pre + type.capitalize() + answer.capitalize(),
-                          pre + type.capitalize())
-    for answer in ("yes", "no"):
-        # total yes/no, eg. gYesTotal%
-        setPercentage(h, pre + answer.capitalize() + "Total", pre)
-    h[pre + 'AverageTime'] = stats.averageTime
-    h[pre + 'ReviewTime'] = stats.reviewTime
-    return h
-
-def setPercentage(h, a, b):
-    try:
-        h[a + "%"] = (h[a] / float(h[b + "Total"])) * 100
-    except ZeroDivisionError:
-        h[a + "%"] = 0
-
-def getStats(s, gs, ds):
-    "Return a handy dictionary exposing a number of internal stats."
-    h = {}
-    h.update(summarizeStats(gs, "g"))
-    h.update(summarizeStats(ds, "d"))
-    return h
-
 # Card stats
 ##########################################################################
 
@@ -295,7 +62,7 @@ class CardStats(object):
         s = anki.utils.fmtTimeSpan(time.time() - tm)
         return _("%s ago") % s
 
-# Deck stats (specific to the 'sched' scheduler)
+# Deck stats
 ##########################################################################
 
 class DeckStats(object):
@@ -355,7 +122,7 @@ class DeckStats(object):
                 'partOf' : nYes,
                 'totalSum' : nAll } + "<br><br>")
         # average pending time
-        existing = d.cardCount - d.newCountToday
+        existing = d.cardCount - d.newCount
         def tr(a, b):
             return "<tr><td>%s</td><td align=right>%s</td></tr>" % (a, b)
         def repsPerDay(reps,days):

anki/sync.py

@@ -11,9 +11,7 @@ from anki.errors import *
 from anki.models import Model, FieldModel, CardModel
 from anki.facts import Fact, Field
 from anki.cards import Card
-from anki.stats import Stats, globalStats
 from anki.history import CardHistoryEntry
-from anki.stats import globalStats
 from anki.utils import ids2str, hexifyID, checksum
 from anki.media import mediaFiles
 from anki.lang import _
@@ -114,7 +112,6 @@ class SyncTools(object):
 
     def genPayload(self, summaries):
         (lsum, rsum) = summaries
-        self.preSyncRefresh()
         payload = {}
         # first, handle models, facts and cards
         for key in KEYS:
@@ -125,7 +122,6 @@ class SyncTools(object):
             self.deleteObjsFromKey(diff[3], key)
         # handle the remainder
         if self.localTime > self.remoteTime:
-            payload['stats'] = self.bundleStats()
             payload['history'] = self.bundleHistory()
             payload['sources'] = self.bundleSources()
             # finally, set new lastSync and bundle the deck info
@@ -134,7 +130,6 @@ class SyncTools(object):
 
     def applyPayload(self, payload):
         reply = {}
-        self.preSyncRefresh()
         # model, facts and cards
         for key in KEYS:
             k = 'added-' + key
@@ -146,14 +141,12 @@ class SyncTools(object):
                 self.deleteObjsFromKey(payload['deleted-' + key], key)
         # send back deck-related stuff if it wasn't sent to us
         if not 'deck' in payload:
-            reply['stats'] = self.bundleStats()
             reply['history'] = self.bundleHistory()
             reply['sources'] = self.bundleSources()
             # finally, set new lastSync and bundle the deck info
             reply['deck'] = self.bundleDeck()
         else:
             self.updateDeck(payload['deck'])
-            self.updateStats(payload['stats'])
             self.updateHistory(payload['history'])
             if 'sources' in payload:
                 self.updateSources(payload['sources'])
@@ -172,7 +165,6 @@ class SyncTools(object):
         # deck
         if 'deck' in reply:
             self.updateDeck(reply['deck'])
-            self.updateStats(reply['stats'])
             self.updateHistory(reply['history'])
             if 'sources' in reply:
                 self.updateSources(reply['sources'])
@@ -194,10 +186,6 @@ class SyncTools(object):
         self.deck.s.refresh(self.deck)
         self.deck.currentModel
 
-    def preSyncRefresh(self):
-        # ensure global stats are available (queue may not be built)
-        self.deck._globalStats = globalStats(self.deck)
-
     # Summaries
     ##########################################################################
 
@@ -553,7 +541,7 @@ values
     def deleteCards(self, ids):
         self.deck.deleteCards(ids)
 
-    # Deck/stats/history
+    # Deck/history
     ##########################################################################
 
     def bundleDeck(self):
@@ -595,42 +583,6 @@ insert or replace into deckVars
             del deck['meta']
         self.applyDict(self.deck, deck)
 
-    def bundleStats(self):
-        def bundleStat(stat):
-            s = self.dictFromObj(stat)
-            s['day'] = s['day'].toordinal()
-            del s['id']
-            return s
-        lastDay = date.fromtimestamp(max(0, self.deck.lastSync - 60*60*24))
-        ids = self.deck.s.column0(
-            "select id from stats where type = 1 and day >= :day", day=lastDay)
-        stat = Stats()
-        def statFromId(id):
-            stat.fromDB(self.deck.s, id)
-            return stat
-        stats = {
-            'global': bundleStat(self.deck._globalStats),
-            'daily': [bundleStat(statFromId(id)) for id in ids],
-            }
-        return stats
-
-    def updateStats(self, stats):
-        stats['global']['day'] = date.fromordinal(stats['global']['day'])
-        self.applyDict(self.deck._globalStats, stats['global'])
-        self.deck._globalStats.toDB(self.deck.s)
-        for record in stats['daily']:
-            record['day'] = date.fromordinal(record['day'])
-            stat = Stats()
-            id = self.deck.s.scalar("select id from stats where "
-                                    "type = :type and day = :day",
-                                    type=1, day=record['day'])
-            if id:
-                stat.fromDB(self.deck.s, id)
-            else:
-                stat.create(self.deck.s, 1, record['day'])
-            self.applyDict(stat, record)
-            stat.toDB(self.deck.s)
-
     def bundleHistory(self):
         return self.realLists(self.deck.s.all("""
 select cardId, time, lastInterval, nextInterval, ease, delay,
@@ -886,10 +838,6 @@ and cards.id in %s""" % ids2str([c[0] for c in cards])))
             ls=self.deck.lastSync) > 1000:
             return True
         lastDay = date.fromtimestamp(max(0, self.deck.lastSync - 60*60*24))
-        if self.deck.s.scalar(
-            "select count() from stats where day >= :day",
-            day=lastDay) > 100:
-            return True
         return False
 
     def prepareFullSync(self):

anki/upgrade.py

@@ -2,7 +2,7 @@
 # Copyright: Damien Elmes <anki@ichi2.net>
 # License: GNU GPL, version 3 or later; http://www.gnu.org/copyleft/gpl.html
 
-DECK_VERSION = 72
+DECK_VERSION = 73
 
 from anki.lang import _
 from anki.media import rebuildMediaDir
@@ -45,9 +45,6 @@ create index if not exists ix_cards_priority on cards
     # card spacing
     deck.s.statement("""
 create index if not exists ix_cards_factId on cards (factId)""")
-    # stats
-    deck.s.statement("""
-create index if not exists ix_stats_typeDay on stats (type, day)""")
     # fields
     deck.s.statement("""
 create index if not exists ix_fields_factId on fields (factId)""")
@@ -230,10 +227,18 @@ this message. (ERR-0101)""") % {
         deck.version = 71
         deck.s.commit()
     if deck.version < 72:
-        # remove the expensive value cache
+        # this was only used for calculating average factor
         deck.s.statement("drop index if exists ix_cards_factor")
         deck.version = 72
         deck.s.commit()
+    if deck.version < 73:
+        # remove stats, as it's all in the revlog now
+        deck.s.statement("drop index if exists ix_stats_typeDay")
+        deck.s.statement("drop table if exists stats")
+        deck.version = 73
+        deck.s.commit()
+
+
     # executing a pragma here is very slow on large decks, so we store
     # our own record
     if not deck.getInt("pageSize") == 4096:

tests/test_sync.py

@@ -9,7 +9,6 @@ from anki.db import *
 from anki.stdmodels import BasicModel
 from anki.sync import SyncClient, SyncServer, HttpSyncServer, HttpSyncServerProxy
 from anki.sync import copyLocalMedia
-from anki.stats import dailyStats, globalStats
 from anki.facts import Fact
 from anki.cards import Card
 from anki.models import FieldModel
@@ -104,8 +103,6 @@ def test_localsync_deck():
     c = deck1.getCard()
     deck1.answerCard(c, 4)
     client.sync()
-    assert dailyStats(deck2).reps == 1
-    assert globalStats(deck2).reps == 1
     assert deck2.s.scalar("select count(*) from reviewHistory") == 1
     # make sure meta data is synced
     deck1.setVar("foo", 1)