# -*- coding: utf-8 -*- # Copyright: Damien Elmes # License: GNU AGPL, version 3 or later; http://www.gnu.org/licenses/agpl.html import re from anki.utils import ids2str SEARCH_TAG = 0 SEARCH_TYPE = 1 SEARCH_PHRASE = 2 SEARCH_FID = 3 SEARCH_TEMPLATE = 4 SEARCH_DISTINCT = 5 SEARCH_FIELD = 6 SEARCH_FIELD_EXISTS = 7 # Find ########################################################################## class Finder(object): def __init__(self, deck): self.deck = deck def findCards(self, query): self.query = query (q, args) = self.findCardsWhere() #fidList = findCardsMatchingFilters(self.deck, filters) query = "select id from cards" if q: query += " where " + q # if cmquery['pos'] or cmquery['neg']: # if hasWhere is False: # query += " where " # hasWhere = True # else: query += " and " # if cmquery['pos']: # query += (" fid in(select distinct fid from cards "+ # "where id in (" + cmquery['pos'] + ")) ") # query += " and id in(" + cmquery['pos'] + ") " # if cmquery['neg']: # query += (" fid not in(select distinct fid from "+ # "cards where id in (" + cmquery['neg'] + ")) ") # if fidList is not None: # if hasWhere is False: # query += " where " # hasWhere = True # else: query += " and " # query += " fid IN %s" % ids2str(fidList) # if showdistinct: # query += " group by fid" print query, args return self.deck.db.list(query, **args) def _findLimits(self): "Generate a list of fact/card limits for the query." self.lims = { 'fact': [], 'card': [], 'args': {} } for c, (token, isNeg, type) in enumerate(self._parseQuery()): if type == SEARCH_TAG: self._findTag(token, isNeg, c) elif type == SEARCH_TYPE: self._findCardState(token, isNeg) elif type == SEARCH_FID: self._findFids(token) elif type == SEARCH_TEMPLATE: self._findTemplate(token, isNeg) elif type == SEARCH_FIELD or type == SEARCH_FIELD_EXISTS: field = value = '' if type == SEARCH_FIELD: parts = token.split(':', 1); if len(parts) == 2: field = parts[0] value = parts[1] elif type == SEARCH_FIELD_EXISTS: field = token value = '*' if type == SEARCH_FIELD: if field and value: filters.append( {'scope': 'field', 'field': field, 'value': value, 'is_neg': isNeg}) else: if field and value: if sfquery: if isNeg: sfquery += " except " else: sfquery += " intersect " elif isNeg: sfquery += "select id from facts except " field = field.replace("*", "%") value = value.replace("*", "%") data['args']["_ff_%d" % c] = "%"+value+"%" ids = deck.db.list(""" select id from fieldmodels where name like :field escape '\\'""", field=field) sfquery += """ select fid from fdata where fmid in %s and value like :_ff_%d escape '\\'""" % (ids2str(ids), c) elif type == SEARCH_DISTINCT: if isNeg is False: showdistinct = True if token == "one" else False else: showdistinct = False if token == "one" else True else: self._findText(token, isNeg, c) def _findTag(self, val, neg, c): if val == "none": self.lims['fact'].append("select id from facts where tags = ''") return extra = "not" if neg else "" val = val.replace("*", "%") if not val.startswith("%"): val = "% " + val if not val.endswith("%"): val += " %" self.lims['args']["_tag_%d" % c] = val self.lims['fact'].append( "tags %s like :_tag_%d""" % (extra, c)) def _findCardState(self, val, neg): if val in ("rev", "new", "lrn"): if val == "rev": n = 2 elif val == "new": n = 0 else: n = 1 self.lims['card'].append("type = %d" % n) elif val == "suspended": self.lims['card'].append("queue = -1") elif val == "due": self.lims['card'].append("(queue = 2 and due <= %d)" % self.deck.sched.today) def _findText(self, val, neg, c): val = val.replace("*", "%") extra = "not" if neg else "" self.lims['args']["_text_%d"%c] = "%"+val+"%" self.lims['fact'].append("flds %s like :_text_%d escape '\\'" % ( extra, c)) def _findFids(self, val): self.lims['fact'].append("id in (%s)" % val) def _findTemplate(self, val, isNeg): lims = [] comp = "!=" if isNeg else "=" found = False for m in self.deck.models().values(): for t in m.templates: if t['name'].lower() == val.lower(): self.lims['card'].append(( "(fid in (select id from facts where mid = %d) " "and ord %s %d)") % (m.id, comp, t['ord'])) found = True if not found: # no such templates exist; artificially limit query self.lims['card'].append("ord = -1") def findCardsWhere(self): self._findLimits() x = [] if self.lims['fact']: x.append("fid in (select id from facts where %s)" % " and ".join( self.lims['fact'])) if self.lims['card']: x.extend(self.lims['card']) q = " and ".join(x) return q, self.lims['args'] def _fieldNames(self): fields = set() for m in self.deck.models().values(): fields.update([f['name'].lower() for f in m.fields]) return list(fields) # Most of this function was written by Marcus def _parseQuery(self): tokens = [] res = [] allowedfields = self._fieldNames() def addSearchFieldToken(field, value, isNeg): if field.lower() in allowedfields: res.append((field + ':' + value, isNeg, SEARCH_FIELD)) else: for p in phraselog: res.append((p['value'], p['is_neg'], p['type'])) # break query into words or phraselog # an extra space is added so the loop never ends in the middle # completing a token for match in re.findall( r'(-)?\'(([^\'\\]|\\.)*)\'|(-)?"(([^"\\]|\\.)*)"|(-)?([^ ]+)|([ ]+)', self.query + ' '): value = (match[1] or match[4] or match[7]) isNeg = (match[0] == '-' or match[3] == '-' or match[6] == '-') tokens.append({'value': value, 'is_neg': isNeg}) intoken = isNeg = False field = '' #name of the field for field related commands phraselog = [] #log of phrases in case potential command is not a commad for c, token in enumerate(tokens): doprocess = True # only look for commands when this is true #prevent cases such as "field" : value as being processed as a command if len(token['value']) == 0: if intoken is True and type == SEARCH_FIELD and field: #case: fieldname: any thing here check for existance of fieldname addSearchFieldToken(field, '*', isNeg) phraselog = [] # reset phrases since command is completed intoken = doprocess = False if intoken is True: if type == SEARCH_FIELD_EXISTS: #case: field:"value" res.append((token['value'], isNeg, type, 'none')) intoken = doprocess = False elif type == SEARCH_FIELD and field: #case: fieldname:"value" addSearchFieldToken(field, token['value'], isNeg) intoken = doprocess = False elif type == SEARCH_FIELD and not field: #case: "fieldname":"name" or "field" anything if token['value'].startswith(":") and len(phraselog) == 1: #we now know a colon is next, so mark it as field # and keep looking for the value field = phraselog[0]['value'] parts = token['value'].split(':', 1) phraselog.append( {'value': token['value'], 'is_neg': False, 'type': SEARCH_PHRASE}) if parts[1]: #value is included with the :, so wrap it up addSearchFieldToken(field, parts[1], isNeg, 'none') intoken = doprocess = False doprocess = False else: #case: "fieldname"string/"fieldname"tag:name intoken = False if intoken is False and doprocess is False: #command has been fully processed phraselog = [] # reset phraselog, since we used it for a command if intoken is False: #include any non-command related phrases in the query for p in phraselog: res.append( (p['value'], p['is_neg'], p['type'])) phraselog = [] if intoken is False and doprocess is True: field = '' isNeg = token['is_neg'] if token['value'].startswith("tag:"): token['value'] = token['value'][4:] type = SEARCH_TAG elif token['value'].startswith("is:"): token['value'] = token['value'][3:].lower() type = SEARCH_TYPE elif token['value'].startswith("fid:") and len(token['value']) > 4: dec = token['value'][4:] try: int(dec) token['value'] = token['value'][4:] except: try: for d in dec.split(","): int(d) token['value'] = token['value'][4:] except: token['value'] = "0" type = SEARCH_FID elif token['value'].startswith("card:"): token['value'] = token['value'][5:] type = SEARCH_TEMPLATE elif token['value'].startswith("show:"): token['value'] = token['value'][5:].lower() type = SEARCH_DISTINCT elif token['value'].startswith("field:"): type = SEARCH_FIELD_EXISTS parts = token['value'][6:].split(':', 1) field = parts[0] if len(parts) == 1 and parts[0]: token['value'] = parts[0] elif len(parts) == 1 and not parts[0]: intoken = True else: type = SEARCH_FIELD intoken = True parts = token['value'].split(':', 1) phraselog.append( {'value': token['value'], 'is_neg': isNeg, 'type': SEARCH_PHRASE}) if len(parts) == 2 and parts[0]: field = parts[0] if parts[1]: #simple fieldname:value case - no need to look for more data addSearchFieldToken(field, parts[1], isNeg) intoken = doprocess = False if intoken is False: phraselog = [] if intoken is False and doprocess is True: res.append((token['value'], isNeg, type)) return res def findCardsMatchingFilters(deck, filters): factFilters = [] fieldFilters = {} factFilterMatches = [] fieldFilterMatches = [] if filters: for filter in filters: if filter['scope'] == 'field': fieldName = filter['field'].lower() if (fieldName in fieldFilters) is False: fieldFilters[fieldName] = [] regexp = re.compile( r'\b' + re.escape(filter['value']) + r'\b', flags=re.I) fieldFilters[fieldName].append( {'value': filter['value'], 'regexp': regexp, 'is_neg': filter['is_neg']}) if len(fieldFilters) > 0: raise Exception("nyi") sfquery = '' args = {} for field, filters in fieldFilters.iteritems(): for filter in filters: c = len(args) if sfquery: if filter['is_neg']: sfquery += " except " else: sfquery += " intersect " elif filter['is_neg']: sfquery += "select id from fdata except " field = field.replace("*", "%") value = filter['value'].replace("*", "%") args["_ff_%d" % c] = "%"+value+"%" ids = deck.db.list( "select id from fieldmodels where name like "+ ":field escape '\\'", field=field) sfquery += ("select id from fdata where "+ "fmid in %s and value like "+ ":_ff_%d escape '\\'") % (ids2str(ids), c) rows = deck.db.execute( 'select f.fid, f.value, fm.name from fdata as f '+ 'left join fieldmodels as fm ON (f.fmid = '+ 'fm.id) where f.id in (' + sfquery + ')', args) while (1): row = rows.fetchone() if row is None: break field = row[2].lower() doesMatch = False if field in fieldFilters: for filter in fieldFilters[field]: res = filter['regexp'].search(row[1]) if ((filter['is_neg'] is False and res) or (filter['is_neg'] is True and res is None)): fieldFilterMatches.append(row[0]) fids = None if len(factFilters) > 0 or len(fieldFilters) > 0: fids = [] fids.extend(factFilterMatches) fids.extend(fieldFilterMatches) return fids # Find and replace ########################################################################## def findReplace(deck, fids, src, dst, isRe=False, field=None): "Find and replace fields in a fact." # find s = "select id, fid, value from fdata where fid in %s" if isRe: isRe = re.compile(src) else: s += " and value like :v" if field: s += " and fmid = :fmid" rows = deck.db.all(s % ids2str(fids), v="%"+src.replace("%", "%%")+"%", fmid=field) modded = [] if isRe: modded = [ {'id': id, 'fid': fid, 'val': re.sub(isRe, dst, val)} for (id, fid, val) in rows if isRe.search(val)] else: modded = [ {'id': id, 'fid': fid, 'val': val.replace(src, dst)} for (id, fid, val) in rows if val.find(src) != -1] # update if modded: deck.db.executemany( 'update fdata set value = :val where id = :id', modded) deck.updateCardQACacheFromIds([f['fid'] for f in modded], type="facts") if field: deck.updateFieldChecksums(field) else: deck.updateAllFieldChecksums() return len(set([f['fid'] for f in modded])) # Find duplicates ########################################################################## def findDuplicates(deck, fmids): data = deck.db.all( "select fid, value from fdata where fmid in %s" % ids2str(fmids)) vals = {} for (fid, val) in data: if not val.strip(): continue if val not in vals: vals[val] = [fid] else: vals[val].append(fid) return [(k,v) for (k,v) in vals.items() if len(v) > 1] # Find & sort ########################################################################## # copied from ankiqt and trivially changed; will not work at the moment # if idx == 0: # self.sortKey = "question" # elif idx == 1: # self.sortKey = "answer" # elif idx == 2: # self.sortKey = "created" # elif idx == 3: # self.sortKey = "modified" # elif idx == 4: # self.sortKey = "combinedDue" # elif idx == 5: # self.sortKey = "interval" # elif idx == 6: # self.sortKey = "reps" # elif idx == 7: # self.sortKey = "factor" # elif idx == 8: # self.sortKey = "fact" # elif idx == 9: # self.sortKey = "noCount" # elif idx == 10: # self.sortKey = "firstAnswered" # else: # self.sortKey = ("field", self.sortFields[idx-11]) def findSorted(deck, query, sortKey): # sorting if not query.strip(): ads = "" else: ids = self.deck.findCards(query) ads = "cards.id in %s" % ids2str(ids) sort = "" if isinstance(sortKey, types.StringType): # card property if sortKey == "fact": sort = "order by facts.created, cards.created" else: sort = "order by cards." + sortKey if sortKey in ("question", "answer"): sort += " collate nocase" if sortKey == "fact": query = """ select cards.id from cards, facts where cards.fid = facts.id """ if ads: query += "and " + ads + " " else: query = "select id from cards " if ads: query += "where %s " % ads query += sort else: # field value ret = self.deck.db.all( "select id, numeric from fields where name = :name", name=sortKey[1]) fields = ",".join([str(x[0]) for x in ret]) # if multiple models have the same field, use the first numeric bool numeric = ret[0][1] if numeric: order = "cast(fdata.value as real)" else: order = "fdata.value collate nocase" if ads: ads = " and " + ads query = ("select cards.id " "from fdata, cards where fdata.fmid in (%s) " "and fdata.fid = cards.fid" + ads + " order by cards.ordinal, %s") % (fields, order) # run the query self.cards = self.deck.db.all(query)