# -*- coding: utf-8 -*- # Copyright 2015 OpenMarket Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from twisted.internet import defer from .background_updates import BackgroundUpdateStore from synapse.api.errors import SynapseError from synapse.storage.engines import PostgresEngine, Sqlite3Engine import logging import re logger = logging.getLogger(__name__) class SearchStore(BackgroundUpdateStore): EVENT_SEARCH_UPDATE_NAME = "event_search" def __init__(self, hs): super(SearchStore, self).__init__(hs) self.register_background_update_handler( self.EVENT_SEARCH_UPDATE_NAME, self._background_reindex_search ) @defer.inlineCallbacks def _background_reindex_search(self, progress, batch_size): target_min_stream_id = progress["target_min_stream_id_inclusive"] max_stream_id = progress["max_stream_id_exclusive"] rows_inserted = progress.get("rows_inserted", 0) INSERT_CLUMP_SIZE = 1000 TYPES = ["m.room.name", "m.room.message", "m.room.topic"] def reindex_search_txn(txn): sql = ( "SELECT stream_ordering, event_id FROM events" " WHERE ? <= stream_ordering AND stream_ordering < ?" " AND (%s)" " ORDER BY stream_ordering DESC" " LIMIT ?" ) % (" OR ".join("type = '%s'" % (t,) for t in TYPES),) txn.execute(sql, (target_min_stream_id, max_stream_id, batch_size)) rows = txn.fetchall() if not rows: return 0 min_stream_id = rows[-1][0] event_ids = [row[1] for row in rows] events = self._get_events_txn(txn, event_ids) event_search_rows = [] for event in events: try: event_id = event.event_id room_id = event.room_id content = event.content if event.type == "m.room.message": key = "content.body" value = content["body"] elif event.type == "m.room.topic": key = "content.topic" value = content["topic"] elif event.type == "m.room.name": key = "content.name" value = content["name"] except (KeyError, AttributeError): # If the event is missing a necessary field then # skip over it. continue event_search_rows.append((event_id, room_id, key, value)) if isinstance(self.database_engine, PostgresEngine): sql = ( "INSERT INTO event_search (event_id, room_id, key, vector)" " VALUES (?,?,?,to_tsvector('english', ?))" ) elif isinstance(self.database_engine, Sqlite3Engine): sql = ( "INSERT INTO event_search (event_id, room_id, key, value)" " VALUES (?,?,?,?)" ) else: # This should be unreachable. raise Exception("Unrecognized database engine") for index in range(0, len(event_search_rows), INSERT_CLUMP_SIZE): clump = event_search_rows[index:index + INSERT_CLUMP_SIZE] txn.executemany(sql, clump) progress = { "target_min_stream_id_inclusive": target_min_stream_id, "max_stream_id_exclusive": min_stream_id, "rows_inserted": rows_inserted + len(event_search_rows) } self._background_update_progress_txn( txn, self.EVENT_SEARCH_UPDATE_NAME, progress ) return len(event_search_rows) result = yield self.runInteraction( self.EVENT_SEARCH_UPDATE_NAME, reindex_search_txn ) if not result: yield self._end_background_update(self.EVENT_SEARCH_UPDATE_NAME) defer.returnValue(result) @defer.inlineCallbacks def search_msgs(self, room_ids, search_term, keys): """Performs a full text search over events with given keys. Args: room_ids (list): List of room ids to search in search_term (str): Search term to search for keys (list): List of keys to search in, currently supports "content.body", "content.name", "content.topic" Returns: list of dicts """ clauses = [] if isinstance(self.database_engine, PostgresEngine): args = [_postgres_parse_query(search_term)] else: args = [_sqlite_parse_query(search_term)] # Make sure we don't explode because the person is in too many rooms. # We filter the results below regardless. if len(room_ids) < 500: clauses.append( "room_id IN (%s)" % (",".join(["?"] * len(room_ids)),) ) args.extend(room_ids) local_clauses = [] for key in keys: local_clauses.append("key = ?") args.append(key) clauses.append( "(%s)" % (" OR ".join(local_clauses),) ) if isinstance(self.database_engine, PostgresEngine): sql = ( "SELECT ts_rank_cd(vector, query) AS rank, room_id, event_id" " FROM to_tsquery('english', ?) as query, event_search" " WHERE vector @@ query" ) elif isinstance(self.database_engine, Sqlite3Engine): sql = ( "SELECT rank(matchinfo(event_search)) as rank, room_id, event_id" " FROM event_search" " WHERE value MATCH ?" ) else: # This should be unreachable. raise Exception("Unrecognized database engine") for clause in clauses: sql += " AND " + clause # We add an arbitrary limit here to ensure we don't try to pull the # entire table from the database. sql += " ORDER BY rank DESC LIMIT 500" results = yield self._execute( "search_msgs", self.cursor_to_dict, sql, *args ) results = filter(lambda row: row["room_id"] in room_ids, results) events = yield self._get_events([r["event_id"] for r in results]) event_map = { ev.event_id: ev for ev in events } highlights = None if isinstance(self.database_engine, PostgresEngine): highlights = yield self._find_highlights_in_postgres(search_term, events) defer.returnValue({ "results": [ { "event": event_map[r["event_id"]], "rank": r["rank"], } for r in results if r["event_id"] in event_map ], "highlights": highlights, }) @defer.inlineCallbacks def search_rooms(self, room_ids, search_term, keys, limit, pagination_token=None): """Performs a full text search over events with given keys. Args: room_id (list): The room_ids to search in search_term (str): Search term to search for keys (list): List of keys to search in, currently supports "content.body", "content.name", "content.topic" pagination_token (str): A pagination token previously returned Returns: list of dicts """ clauses = [] if isinstance(self.database_engine, PostgresEngine): args = [_postgres_parse_query(search_term)] else: args = [_sqlite_parse_query(search_term)] # Make sure we don't explode because the person is in too many rooms. # We filter the results below regardless. if len(room_ids) < 500: clauses.append( "room_id IN (%s)" % (",".join(["?"] * len(room_ids)),) ) args.extend(room_ids) local_clauses = [] for key in keys: local_clauses.append("key = ?") args.append(key) clauses.append( "(%s)" % (" OR ".join(local_clauses),) ) if pagination_token: try: origin_server_ts, stream = pagination_token.split(",") origin_server_ts = int(origin_server_ts) stream = int(stream) except: raise SynapseError(400, "Invalid pagination token") clauses.append( "(origin_server_ts < ?" " OR (origin_server_ts = ? AND stream_ordering < ?))" ) args.extend([origin_server_ts, origin_server_ts, stream]) if isinstance(self.database_engine, PostgresEngine): sql = ( "SELECT ts_rank_cd(vector, query) as rank," " origin_server_ts, stream_ordering, room_id, event_id" " FROM to_tsquery('english', ?) as query, event_search" " NATURAL JOIN events" " WHERE vector @@ query AND " ) elif isinstance(self.database_engine, Sqlite3Engine): # We use CROSS JOIN here to ensure we use the right indexes. # https://sqlite.org/optoverview.html#crossjoin # # We want to use the full text search index on event_search to # extract all possible matches first, then lookup those matches # in the events table to get the topological ordering. We need # to use the indexes in this order because sqlite refuses to # MATCH unless it uses the full text search index sql = ( "SELECT rank(matchinfo) as rank, room_id, event_id," " origin_server_ts, stream_ordering" " FROM (SELECT key, event_id, matchinfo(event_search) as matchinfo" " FROM event_search" " WHERE value MATCH ?" " )" " CROSS JOIN events USING (event_id)" " WHERE " ) else: # This should be unreachable. raise Exception("Unrecognized database engine") sql += " AND ".join(clauses) # We add an arbitrary limit here to ensure we don't try to pull the # entire table from the database. sql += " ORDER BY origin_server_ts DESC, stream_ordering DESC LIMIT ?" args.append(limit) results = yield self._execute( "search_rooms", self.cursor_to_dict, sql, *args ) results = filter(lambda row: row["room_id"] in room_ids, results) events = yield self._get_events([r["event_id"] for r in results]) event_map = { ev.event_id: ev for ev in events } highlights = None if isinstance(self.database_engine, PostgresEngine): highlights = yield self._find_highlights_in_postgres(search_term, events) defer.returnValue({ "results": [ { "event": event_map[r["event_id"]], "rank": r["rank"], "pagination_token": "%s,%s" % ( r["origin_server_ts"], r["stream_ordering"] ), } for r in results if r["event_id"] in event_map ], "highlights": highlights, }) def _find_highlights_in_postgres(self, search_term, events): """Given a list of events and a search term, return a list of words that match from the content of the event. This is used to give a list of words that clients can match against to highlight the matching parts. Args: search_term (str) events (list): A list of events Returns: deferred : A set of strings. """ def f(txn): highlight_words = set() for event in events: # As a hack we simply join values of all possible keys. This is # fine since we're only using them to find possible highlights. values = [] for key in ("body", "name", "topic"): v = event.content.get(key, None) if v: values.append(v) if not values: continue value = " ".join(values) # We need to find some values for StartSel and StopSel that # aren't in the value so that we can pick results out. start_sel = "<" stop_sel = ">" while start_sel in value: start_sel += "<" while stop_sel in value: stop_sel += ">" query = "SELECT ts_headline(?, plainto_tsquery('english', ?), %s)" % ( _to_postgres_options({ "StartSel": start_sel, "StopSel": stop_sel, "MaxFragments": "50", }) ) txn.execute(query, (value, search_term,)) headline, = txn.fetchall()[0] # Now we need to pick the possible highlights out of the haedline # result. matcher_regex = "%s(.*?)%s" % ( re.escape(start_sel), re.escape(stop_sel), ) res = re.findall(matcher_regex, headline) highlight_words.update([r.lower() for r in res]) return highlight_words return self.runInteraction("_find_highlights", f) def _to_postgres_options(options_dict): return "'%s'" % ( ",".join("%s=%s" % (k, v) for k, v in options_dict.items()), ) def _postgres_parse_query(search_term): """Takes a plain unicode string from the user and converts it into a form that can be passed to `to_tsquery(..)` postgres func. We use this so that we can add prefix matching, which isn't something `plainto_tsquery` supports. """ results = re.findall(r"([\w\-]+)", search_term, re.UNICODE) return " & ".join(result + ":*" for result in results) def _sqlite_parse_query(search_term): """Takes a plain unicode string from the user and converts it into a form that can be passed to sqlite `MATCH`. We use this so that we can do prefix matching. """ results = re.findall(r"([\w\-]+)", search_term, re.UNICODE) return " & ".join(result + "*" for result in results)