MatrixSynapse/synapse/storage/data_stores/main/events.py

# -*- coding: utf-8 -*-
# Copyright 2014-2016 OpenMarket Ltd
# Copyright 2018-2019 New Vector Ltd
# Copyright 2019 The Matrix.org Foundation C.I.C.
#
# 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.

import itertools
import logging
from collections import Counter as c_counter, OrderedDict, namedtuple
from functools import wraps

from six import iteritems, text_type
from six.moves import range

from canonicaljson import json
from prometheus_client import Counter

from twisted.internet import defer

import synapse.metrics
from synapse.api.constants import EventTypes
from synapse.api.errors import SynapseError
from synapse.events import EventBase  # noqa: F401
from synapse.events.snapshot import EventContext  # noqa: F401
from synapse.events.utils import prune_event_dict
from synapse.logging.utils import log_function
from synapse.metrics import BucketCollector
from synapse.metrics.background_process_metrics import run_as_background_process
from synapse.storage._base import make_in_list_sql_clause
from synapse.storage.background_updates import BackgroundUpdateStore
from synapse.storage.data_stores.main.event_federation import EventFederationStore
from synapse.storage.data_stores.main.events_worker import EventsWorkerStore
from synapse.storage.data_stores.main.state import StateGroupWorkerStore
from synapse.types import RoomStreamToken, get_domain_from_id
from synapse.util import batch_iter
from synapse.util.caches.descriptors import cached, cachedInlineCallbacks
from synapse.util.frozenutils import frozendict_json_encoder

logger = logging.getLogger(__name__)

persist_event_counter = Counter("synapse_storage_events_persisted_events", "")
event_counter = Counter(
    "synapse_storage_events_persisted_events_sep",
    "",
    ["type", "origin_type", "origin_entity"],
)


def encode_json(json_object):
    """
    Encode a Python object as JSON and return it in a Unicode string.
    """
    out = frozendict_json_encoder.encode(json_object)
    if isinstance(out, bytes):
        out = out.decode("utf8")
    return out


_EventCacheEntry = namedtuple("_EventCacheEntry", ("event", "redacted_event"))


def _retry_on_integrity_error(func):
    """Wraps a database function so that it gets retried on IntegrityError,
    with `delete_existing=True` passed in.

    Args:
        func: function that returns a Deferred and accepts a `delete_existing` arg
    """

    @wraps(func)
    @defer.inlineCallbacks
    def f(self, *args, **kwargs):
        try:
            res = yield func(self, *args, **kwargs)
        except self.database_engine.module.IntegrityError:
            logger.exception("IntegrityError, retrying.")
            res = yield func(self, *args, delete_existing=True, **kwargs)
        return res

    return f


# inherits from EventFederationStore so that we can call _update_backward_extremities
# and _handle_mult_prev_events (though arguably those could both be moved in here)
class EventsStore(
    StateGroupWorkerStore,
    EventFederationStore,
    EventsWorkerStore,
    BackgroundUpdateStore,
):
    def __init__(self, db_conn, hs):
        super(EventsStore, self).__init__(db_conn, hs)

        # Collect metrics on the number of forward extremities that exist.
        # Counter of number of extremities to count
        self._current_forward_extremities_amount = c_counter()

        BucketCollector(
            "synapse_forward_extremities",
            lambda: self._current_forward_extremities_amount,
            buckets=[1, 2, 3, 5, 7, 10, 15, 20, 50, 100, 200, 500, "+Inf"],
        )

        # Read the extrems every 60 minutes
        def read_forward_extremities():
            # run as a background process to make sure that the database transactions
            # have a logcontext to report to
            return run_as_background_process(
                "read_forward_extremities", self._read_forward_extremities
            )

        hs.get_clock().looping_call(read_forward_extremities, 60 * 60 * 1000)

        def _censor_redactions():
            return run_as_background_process(
                "_censor_redactions", self._censor_redactions
            )

        if self.hs.config.redaction_retention_period is not None:
            hs.get_clock().looping_call(_censor_redactions, 5 * 60 * 1000)

    @defer.inlineCallbacks
    def _read_forward_extremities(self):
        def fetch(txn):
            txn.execute(
                """
                select count(*) c from event_forward_extremities
                group by room_id
                """
            )
            return txn.fetchall()

        res = yield self.runInteraction("read_forward_extremities", fetch)
        self._current_forward_extremities_amount = c_counter(list(x[0] for x in res))

    @_retry_on_integrity_error
    @defer.inlineCallbacks
    def _persist_events(
        self,
        events_and_contexts,
        current_state_for_room,
        state_delta_for_room,
        new_forward_extremeties,
        backfilled=False,
        delete_existing=False,
    ):
        """Persist events to db

        Args:
            events_and_contexts (list[(EventBase, EventContext)]):
            backfilled (bool):
            delete_existing (bool):

        Returns:
            Deferred: resolves when the events have been persisted
        """
        if not events_and_contexts:
            return

        # We want to calculate the stream orderings as late as possible, as
        # we only notify after all events with a lesser stream ordering have
        # been persisted. I.e. if we spend 10s inside the with block then
        # that will delay all subsequent events from being notified about.
        # Hence why we do it down here rather than wrapping the entire
        # function.
        #
        # Its safe to do this after calculating the state deltas etc as we
        # only need to protect the *persistence* of the events. This is to
        # ensure that queries of the form "fetch events since X" don't
        # return events and stream positions after events that are still in
        # flight, as otherwise subsequent requests "fetch event since Y"
        # will not return those events.
        #
        # Note: Multiple instances of this function cannot be in flight at
        # the same time for the same room.
        if backfilled:
            stream_ordering_manager = self._backfill_id_gen.get_next_mult(
                len(events_and_contexts)
            )
        else:
            stream_ordering_manager = self._stream_id_gen.get_next_mult(
                len(events_and_contexts)
            )

        with stream_ordering_manager as stream_orderings:
            for (event, context), stream in zip(events_and_contexts, stream_orderings):
                event.internal_metadata.stream_ordering = stream

            yield self.runInteraction(
                "persist_events",
                self._persist_events_txn,
                events_and_contexts=events_and_contexts,
                backfilled=backfilled,
                delete_existing=delete_existing,
                state_delta_for_room=state_delta_for_room,
                new_forward_extremeties=new_forward_extremeties,
            )
            persist_event_counter.inc(len(events_and_contexts))

            if not backfilled:
                # backfilled events have negative stream orderings, so we don't
                # want to set the event_persisted_position to that.
                synapse.metrics.event_persisted_position.set(
                    events_and_contexts[-1][0].internal_metadata.stream_ordering
                )

            for event, context in events_and_contexts:
                if context.app_service:
                    origin_type = "local"
                    origin_entity = context.app_service.id
                elif self.hs.is_mine_id(event.sender):
                    origin_type = "local"
                    origin_entity = "*client*"
                else:
                    origin_type = "remote"
                    origin_entity = get_domain_from_id(event.sender)

                event_counter.labels(event.type, origin_type, origin_entity).inc()

            for room_id, new_state in iteritems(current_state_for_room):
                self.get_current_state_ids.prefill((room_id,), new_state)

            for room_id, latest_event_ids in iteritems(new_forward_extremeties):
                self.get_latest_event_ids_in_room.prefill(
                    (room_id,), list(latest_event_ids)
                )

    @defer.inlineCallbacks
    def _get_events_which_are_prevs(self, event_ids):
        """Filter the supplied list of event_ids to get those which are prev_events of
        existing (non-outlier/rejected) events.

        Args:
            event_ids (Iterable[str]): event ids to filter

        Returns:
            Deferred[List[str]]: filtered event ids
        """
        results = []

        def _get_events_which_are_prevs_txn(txn, batch):
            sql = """
            SELECT prev_event_id, internal_metadata
            FROM event_edges
                INNER JOIN events USING (event_id)
                LEFT JOIN rejections USING (event_id)
                LEFT JOIN event_json USING (event_id)
            WHERE
                NOT events.outlier
                AND rejections.event_id IS NULL
                AND
            """

            clause, args = make_in_list_sql_clause(
                self.database_engine, "prev_event_id", batch
            )

            txn.execute(sql + clause, args)
            results.extend(r[0] for r in txn if not json.loads(r[1]).get("soft_failed"))

        for chunk in batch_iter(event_ids, 100):
            yield self.runInteraction(
                "_get_events_which_are_prevs", _get_events_which_are_prevs_txn, chunk
            )

        return results

    @defer.inlineCallbacks
    def _get_prevs_before_rejected(self, event_ids):
        """Get soft-failed ancestors to remove from the extremities.

        Given a set of events, find all those that have been soft-failed or
        rejected. Returns those soft failed/rejected events and their prev
        events (whether soft-failed/rejected or not), and recurses up the
        prev-event graph until it finds no more soft-failed/rejected events.

        This is used to find extremities that are ancestors of new events, but
        are separated by soft failed events.

        Args:
            event_ids (Iterable[str]): Events to find prev events for. Note
                that these must have already been persisted.

        Returns:
            Deferred[set[str]]
        """

        # The set of event_ids to return. This includes all soft-failed events
        # and their prev events.
        existing_prevs = set()

        def _get_prevs_before_rejected_txn(txn, batch):
            to_recursively_check = batch

            while to_recursively_check:
                sql = """
                SELECT
                    event_id, prev_event_id, internal_metadata,
                    rejections.event_id IS NOT NULL
                FROM event_edges
                    INNER JOIN events USING (event_id)
                    LEFT JOIN rejections USING (event_id)
                    LEFT JOIN event_json USING (event_id)
                WHERE
                    NOT events.outlier
                    AND
                """

                clause, args = make_in_list_sql_clause(
                    self.database_engine, "event_id", to_recursively_check
                )

                txn.execute(sql + clause, args)
                to_recursively_check = []

                for event_id, prev_event_id, metadata, rejected in txn:
                    if prev_event_id in existing_prevs:
                        continue

                    soft_failed = json.loads(metadata).get("soft_failed")
                    if soft_failed or rejected:
                        to_recursively_check.append(prev_event_id)
                        existing_prevs.add(prev_event_id)

        for chunk in batch_iter(event_ids, 100):
            yield self.runInteraction(
                "_get_prevs_before_rejected", _get_prevs_before_rejected_txn, chunk
            )

        return existing_prevs

    @log_function
    def _persist_events_txn(
        self,
        txn,
        events_and_contexts,
        backfilled,
        delete_existing=False,
        state_delta_for_room={},
        new_forward_extremeties={},
    ):
        """Insert some number of room events into the necessary database tables.

        Rejected events are only inserted into the events table, the events_json table,
        and the rejections table. Things reading from those table will need to check
        whether the event was rejected.

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]):
                events to persist
            backfilled (bool): True if the events were backfilled
            delete_existing (bool): True to purge existing table rows for the
                events from the database. This is useful when retrying due to
                IntegrityError.
            state_delta_for_room (dict[str, (list, dict)]):
                The current-state delta for each room. For each room, a tuple
                (to_delete, to_insert), being a list of type/state keys to be
                removed from the current state, and a state set to be added to
                the current state.
            new_forward_extremeties (dict[str, list[str]]):
                The new forward extremities for each room. For each room, a
                list of the event ids which are the forward extremities.

        """
        all_events_and_contexts = events_and_contexts

        min_stream_order = events_and_contexts[0][0].internal_metadata.stream_ordering
        max_stream_order = events_and_contexts[-1][0].internal_metadata.stream_ordering

        self._update_forward_extremities_txn(
            txn,
            new_forward_extremities=new_forward_extremeties,
            max_stream_order=max_stream_order,
        )

        # Ensure that we don't have the same event twice.
        events_and_contexts = self._filter_events_and_contexts_for_duplicates(
            events_and_contexts
        )

        self._update_room_depths_txn(
            txn, events_and_contexts=events_and_contexts, backfilled=backfilled
        )

        # _update_outliers_txn filters out any events which have already been
        # persisted, and returns the filtered list.
        events_and_contexts = self._update_outliers_txn(
            txn, events_and_contexts=events_and_contexts
        )

        # From this point onwards the events are only events that we haven't
        # seen before.

        if delete_existing:
            # For paranoia reasons, we go and delete all the existing entries
            # for these events so we can reinsert them.
            # This gets around any problems with some tables already having
            # entries.
            self._delete_existing_rows_txn(txn, events_and_contexts=events_and_contexts)

        self._store_event_txn(txn, events_and_contexts=events_and_contexts)

        # Insert into event_to_state_groups.
        self._store_event_state_mappings_txn(txn, events_and_contexts)

        # We want to store event_auth mappings for rejected events, as they're
        # used in state res v2.
        # This is only necessary if the rejected event appears in an accepted
        # event's auth chain, but its easier for now just to store them (and
        # it doesn't take much storage compared to storing the entire event
        # anyway).
        self._simple_insert_many_txn(
            txn,
            table="event_auth",
            values=[
                {
                    "event_id": event.event_id,
                    "room_id": event.room_id,
                    "auth_id": auth_id,
                }
                for event, _ in events_and_contexts
                for auth_id in event.auth_event_ids()
                if event.is_state()
            ],
        )

        # _store_rejected_events_txn filters out any events which were
        # rejected, and returns the filtered list.
        events_and_contexts = self._store_rejected_events_txn(
            txn, events_and_contexts=events_and_contexts
        )

        # From this point onwards the events are only ones that weren't
        # rejected.

        self._update_metadata_tables_txn(
            txn,
            events_and_contexts=events_and_contexts,
            all_events_and_contexts=all_events_and_contexts,
            backfilled=backfilled,
        )

        # We call this last as it assumes we've inserted the events into
        # room_memberships, where applicable.
        self._update_current_state_txn(txn, state_delta_for_room, min_stream_order)

    def _update_current_state_txn(self, txn, state_delta_by_room, stream_id):
        for room_id, current_state_tuple in iteritems(state_delta_by_room):
            to_delete, to_insert = current_state_tuple

            # First we add entries to the current_state_delta_stream. We
            # do this before updating the current_state_events table so
            # that we can use it to calculate the `prev_event_id`. (This
            # allows us to not have to pull out the existing state
            # unnecessarily).
            #
            # The stream_id for the update is chosen to be the minimum of the stream_ids
            # for the batch of the events that we are persisting; that means we do not
            # end up in a situation where workers see events before the
            # current_state_delta updates.
            #
            sql = """
                INSERT INTO current_state_delta_stream
                (stream_id, room_id, type, state_key, event_id, prev_event_id)
                SELECT ?, ?, ?, ?, ?, (
                    SELECT event_id FROM current_state_events
                    WHERE room_id = ? AND type = ? AND state_key = ?
                )
            """
            txn.executemany(
                sql,
                (
                    (
                        stream_id,
                        room_id,
                        etype,
                        state_key,
                        None,
                        room_id,
                        etype,
                        state_key,
                    )
                    for etype, state_key in to_delete
                    # We sanity check that we're deleting rather than updating
                    if (etype, state_key) not in to_insert
                ),
            )
            txn.executemany(
                sql,
                (
                    (
                        stream_id,
                        room_id,
                        etype,
                        state_key,
                        ev_id,
                        room_id,
                        etype,
                        state_key,
                    )
                    for (etype, state_key), ev_id in iteritems(to_insert)
                ),
            )

            # Now we actually update the current_state_events table

            txn.executemany(
                "DELETE FROM current_state_events"
                " WHERE room_id = ? AND type = ? AND state_key = ?",
                (
                    (room_id, etype, state_key)
                    for etype, state_key in itertools.chain(to_delete, to_insert)
                ),
            )

            # We include the membership in the current state table, hence we do
            # a lookup when we insert. This assumes that all events have already
            # been inserted into room_memberships.
            txn.executemany(
                """INSERT INTO current_state_events
                    (room_id, type, state_key, event_id, membership)
                VALUES (?, ?, ?, ?, (SELECT membership FROM room_memberships WHERE event_id = ?))
                """,
                [
                    (room_id, key[0], key[1], ev_id, ev_id)
                    for key, ev_id in iteritems(to_insert)
                ],
            )

            txn.call_after(
                self._curr_state_delta_stream_cache.entity_has_changed,
                room_id,
                stream_id,
            )

            # Invalidate the various caches

            # Figure out the changes of membership to invalidate the
            # `get_rooms_for_user` cache.
            # We find out which membership events we may have deleted
            # and which we have added, then we invlidate the caches for all
            # those users.
            members_changed = set(
                state_key
                for ev_type, state_key in itertools.chain(to_delete, to_insert)
                if ev_type == EventTypes.Member
            )

            for member in members_changed:
                txn.call_after(
                    self.get_rooms_for_user_with_stream_ordering.invalidate, (member,)
                )

            self._invalidate_state_caches_and_stream(txn, room_id, members_changed)

    def _update_forward_extremities_txn(
        self, txn, new_forward_extremities, max_stream_order
    ):
        for room_id, new_extrem in iteritems(new_forward_extremities):
            self._simple_delete_txn(
                txn, table="event_forward_extremities", keyvalues={"room_id": room_id}
            )
            txn.call_after(self.get_latest_event_ids_in_room.invalidate, (room_id,))

        self._simple_insert_many_txn(
            txn,
            table="event_forward_extremities",
            values=[
                {"event_id": ev_id, "room_id": room_id}
                for room_id, new_extrem in iteritems(new_forward_extremities)
                for ev_id in new_extrem
            ],
        )
        # We now insert into stream_ordering_to_exterm a mapping from room_id,
        # new stream_ordering to new forward extremeties in the room.
        # This allows us to later efficiently look up the forward extremeties
        # for a room before a given stream_ordering
        self._simple_insert_many_txn(
            txn,
            table="stream_ordering_to_exterm",
            values=[
                {
                    "room_id": room_id,
                    "event_id": event_id,
                    "stream_ordering": max_stream_order,
                }
                for room_id, new_extrem in iteritems(new_forward_extremities)
                for event_id in new_extrem
            ],
        )

    @classmethod
    def _filter_events_and_contexts_for_duplicates(cls, events_and_contexts):
        """Ensure that we don't have the same event twice.

        Pick the earliest non-outlier if there is one, else the earliest one.

        Args:
            events_and_contexts (list[(EventBase, EventContext)]):
        Returns:
            list[(EventBase, EventContext)]: filtered list
        """
        new_events_and_contexts = OrderedDict()
        for event, context in events_and_contexts:
            prev_event_context = new_events_and_contexts.get(event.event_id)
            if prev_event_context:
                if not event.internal_metadata.is_outlier():
                    if prev_event_context[0].internal_metadata.is_outlier():
                        # To ensure correct ordering we pop, as OrderedDict is
                        # ordered by first insertion.
                        new_events_and_contexts.pop(event.event_id, None)
                        new_events_and_contexts[event.event_id] = (event, context)
            else:
                new_events_and_contexts[event.event_id] = (event, context)
        return list(new_events_and_contexts.values())

    def _update_room_depths_txn(self, txn, events_and_contexts, backfilled):
        """Update min_depth for each room

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]): events
                we are persisting
            backfilled (bool): True if the events were backfilled
        """
        depth_updates = {}
        for event, context in events_and_contexts:
            # Remove the any existing cache entries for the event_ids
            txn.call_after(self._invalidate_get_event_cache, event.event_id)
            if not backfilled:
                txn.call_after(
                    self._events_stream_cache.entity_has_changed,
                    event.room_id,
                    event.internal_metadata.stream_ordering,
                )

            if not event.internal_metadata.is_outlier() and not context.rejected:
                depth_updates[event.room_id] = max(
                    event.depth, depth_updates.get(event.room_id, event.depth)
                )

        for room_id, depth in iteritems(depth_updates):
            self._update_min_depth_for_room_txn(txn, room_id, depth)

    def _update_outliers_txn(self, txn, events_and_contexts):
        """Update any outliers with new event info.

        This turns outliers into ex-outliers (unless the new event was
        rejected).

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]): events
                we are persisting

        Returns:
            list[(EventBase, EventContext)] new list, without events which
            are already in the events table.
        """
        txn.execute(
            "SELECT event_id, outlier FROM events WHERE event_id in (%s)"
            % (",".join(["?"] * len(events_and_contexts)),),
            [event.event_id for event, _ in events_and_contexts],
        )

        have_persisted = {event_id: outlier for event_id, outlier in txn}

        to_remove = set()
        for event, context in events_and_contexts:
            if event.event_id not in have_persisted:
                continue

            to_remove.add(event)

            if context.rejected:
                # If the event is rejected then we don't care if the event
                # was an outlier or not.
                continue

            outlier_persisted = have_persisted[event.event_id]
            if not event.internal_metadata.is_outlier() and outlier_persisted:
                # We received a copy of an event that we had already stored as
                # an outlier in the database. We now have some state at that
                # so we need to update the state_groups table with that state.

                # insert into event_to_state_groups.
                try:
                    self._store_event_state_mappings_txn(txn, ((event, context),))
                except Exception:
                    logger.exception("")
                    raise

                metadata_json = encode_json(event.internal_metadata.get_dict())

                sql = (
                    "UPDATE event_json SET internal_metadata = ?" " WHERE event_id = ?"
                )
                txn.execute(sql, (metadata_json, event.event_id))

                # Add an entry to the ex_outlier_stream table to replicate the
                # change in outlier status to our workers.
                stream_order = event.internal_metadata.stream_ordering
                state_group_id = context.state_group
                self._simple_insert_txn(
                    txn,
                    table="ex_outlier_stream",
                    values={
                        "event_stream_ordering": stream_order,
                        "event_id": event.event_id,
                        "state_group": state_group_id,
                    },
                )

                sql = "UPDATE events SET outlier = ?" " WHERE event_id = ?"
                txn.execute(sql, (False, event.event_id))

                # Update the event_backward_extremities table now that this
                # event isn't an outlier any more.
                self._update_backward_extremeties(txn, [event])

        return [ec for ec in events_and_contexts if ec[0] not in to_remove]

    @classmethod
    def _delete_existing_rows_txn(cls, txn, events_and_contexts):
        if not events_and_contexts:
            # nothing to do here
            return

        logger.info("Deleting existing")

        for table in (
            "events",
            "event_auth",
            "event_json",
            "event_edges",
            "event_forward_extremities",
            "event_reference_hashes",
            "event_search",
            "event_to_state_groups",
            "local_invites",
            "state_events",
            "rejections",
            "redactions",
            "room_memberships",
        ):
            txn.executemany(
                "DELETE FROM %s WHERE event_id = ?" % (table,),
                [(ev.event_id,) for ev, _ in events_and_contexts],
            )

        for table in ("event_push_actions",):
            txn.executemany(
                "DELETE FROM %s WHERE room_id = ? AND event_id = ?" % (table,),
                [(ev.room_id, ev.event_id) for ev, _ in events_and_contexts],
            )

    def _store_event_txn(self, txn, events_and_contexts):
        """Insert new events into the event and event_json tables

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]): events
                we are persisting
        """

        if not events_and_contexts:
            # nothing to do here
            return

        def event_dict(event):
            d = event.get_dict()
            d.pop("redacted", None)
            d.pop("redacted_because", None)
            return d

        self._simple_insert_many_txn(
            txn,
            table="event_json",
            values=[
                {
                    "event_id": event.event_id,
                    "room_id": event.room_id,
                    "internal_metadata": encode_json(
                        event.internal_metadata.get_dict()
                    ),
                    "json": encode_json(event_dict(event)),
                    "format_version": event.format_version,
                }
                for event, _ in events_and_contexts
            ],
        )

        self._simple_insert_many_txn(
            txn,
            table="events",
            values=[
                {
                    "stream_ordering": event.internal_metadata.stream_ordering,
                    "topological_ordering": event.depth,
                    "depth": event.depth,
                    "event_id": event.event_id,
                    "room_id": event.room_id,
                    "type": event.type,
                    "processed": True,
                    "outlier": event.internal_metadata.is_outlier(),
                    "origin_server_ts": int(event.origin_server_ts),
                    "received_ts": self._clock.time_msec(),
                    "sender": event.sender,
                    "contains_url": (
                        "url" in event.content
                        and isinstance(event.content["url"], text_type)
                    ),
                }
                for event, _ in events_and_contexts
            ],
        )

        for event, _ in events_and_contexts:
            if not event.internal_metadata.is_redacted():
                # If we're persisting an unredacted event we go and ensure
                # that we mark any redactions that reference this event as
                # requiring censoring.
                self._simple_update_txn(
                    txn,
                    table="redactions",
                    keyvalues={"redacts": event.event_id},
                    updatevalues={"have_censored": False},
                )

    def _store_rejected_events_txn(self, txn, events_and_contexts):
        """Add rows to the 'rejections' table for received events which were
        rejected

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]): events
                we are persisting

        Returns:
            list[(EventBase, EventContext)] new list, without the rejected
                events.
        """
        # Remove the rejected events from the list now that we've added them
        # to the events table and the events_json table.
        to_remove = set()
        for event, context in events_and_contexts:
            if context.rejected:
                # Insert the event_id into the rejections table
                self._store_rejections_txn(txn, event.event_id, context.rejected)
                to_remove.add(event)

        return [ec for ec in events_and_contexts if ec[0] not in to_remove]

    def _update_metadata_tables_txn(
        self, txn, events_and_contexts, all_events_and_contexts, backfilled
    ):
        """Update all the miscellaneous tables for new events

        Args:
            txn (twisted.enterprise.adbapi.Connection): db connection
            events_and_contexts (list[(EventBase, EventContext)]): events
                we are persisting
            all_events_and_contexts (list[(EventBase, EventContext)]): all
                events that we were going to persist. This includes events
                we've already persisted, etc, that wouldn't appear in
                events_and_context.
            backfilled (bool): True if the events were backfilled
        """

        # Insert all the push actions into the event_push_actions table.
        self._set_push_actions_for_event_and_users_txn(
            txn,
            events_and_contexts=events_and_contexts,
            all_events_and_contexts=all_events_and_contexts,
        )

        if not events_and_contexts:
            # nothing to do here
            return

        for event, context in events_and_contexts:
            if event.type == EventTypes.Redaction and event.redacts is not None:
                # Remove the entries in the event_push_actions table for the
                # redacted event.
                self._remove_push_actions_for_event_id_txn(
                    txn, event.room_id, event.redacts
                )

                # Remove from relations table.
                self._handle_redaction(txn, event.redacts)

        # Update the event_forward_extremities, event_backward_extremities and
        # event_edges tables.
        self._handle_mult_prev_events(
            txn, events=[event for event, _ in events_and_contexts]
        )

        for event, _ in events_and_contexts:
            if event.type == EventTypes.Name:
                # Insert into the event_search table.
                self._store_room_name_txn(txn, event)
            elif event.type == EventTypes.Topic:
                # Insert into the event_search table.
                self._store_room_topic_txn(txn, event)
            elif event.type == EventTypes.Message:
                # Insert into the event_search table.
                self._store_room_message_txn(txn, event)
            elif event.type == EventTypes.Redaction:
                # Insert into the redactions table.
                self._store_redaction(txn, event)

            self._handle_event_relations(txn, event)

        # Insert into the room_memberships table.
        self._store_room_members_txn(
            txn,
            [
                event
                for event, _ in events_and_contexts
                if event.type == EventTypes.Member
            ],
            backfilled=backfilled,
        )

        # Insert event_reference_hashes table.
        self._store_event_reference_hashes_txn(
            txn, [event for event, _ in events_and_contexts]
        )

        state_events_and_contexts = [
            ec for ec in events_and_contexts if ec[0].is_state()
        ]

        state_values = []
        for event, context in state_events_and_contexts:
            vals = {
                "event_id": event.event_id,
                "room_id": event.room_id,
                "type": event.type,
                "state_key": event.state_key,
            }

            # TODO: How does this work with backfilling?
            if hasattr(event, "replaces_state"):
                vals["prev_state"] = event.replaces_state

            state_values.append(vals)

        self._simple_insert_many_txn(txn, table="state_events", values=state_values)

        # Prefill the event cache
        self._add_to_cache(txn, events_and_contexts)

    def _add_to_cache(self, txn, events_and_contexts):
        to_prefill = []

        rows = []
        N = 200
        for i in range(0, len(events_and_contexts), N):
            ev_map = {e[0].event_id: e[0] for e in events_and_contexts[i : i + N]}
            if not ev_map:
                break

            sql = (
                "SELECT "
                " e.event_id as event_id, "
                " r.redacts as redacts,"
                " rej.event_id as rejects "
                " FROM events as e"
                " LEFT JOIN rejections as rej USING (event_id)"
                " LEFT JOIN redactions as r ON e.event_id = r.redacts"
                " WHERE "
            )

            clause, args = make_in_list_sql_clause(
                self.database_engine, "e.event_id", list(ev_map)
            )

            txn.execute(sql + clause, args)
            rows = self.cursor_to_dict(txn)
            for row in rows:
                event = ev_map[row["event_id"]]
                if not row["rejects"] and not row["redacts"]:
                    to_prefill.append(
                        _EventCacheEntry(event=event, redacted_event=None)
                    )

        def prefill():
            for cache_entry in to_prefill:
                self._get_event_cache.prefill((cache_entry[0].event_id,), cache_entry)

        txn.call_after(prefill)

    def _store_redaction(self, txn, event):
        # invalidate the cache for the redacted event
        txn.call_after(self._invalidate_get_event_cache, event.redacts)

        self._simple_insert_txn(
            txn,
            table="redactions",
            values={
                "event_id": event.event_id,
                "redacts": event.redacts,
                "received_ts": self._clock.time_msec(),
            },
        )

    @defer.inlineCallbacks
    def _censor_redactions(self):
        """Censors all redactions older than the configured period that haven't
        been censored yet.

        By censor we mean update the event_json table with the redacted event.

        Returns:
            Deferred
        """

        if self.hs.config.redaction_retention_period is None:
            return

        before_ts = self._clock.time_msec() - self.hs.config.redaction_retention_period

        # We fetch all redactions that:
        #   1. point to an event we have,
        #   2. has a received_ts from before the cut off, and
        #   3. we haven't yet censored.
        #
        # This is limited to 100 events to ensure that we don't try and do too
        # much at once. We'll get called again so this should eventually catch
        # up.
        sql = """
            SELECT redactions.event_id, redacts FROM redactions
            LEFT JOIN events AS original_event ON (
                redacts = original_event.event_id
            )
            WHERE NOT have_censored
            AND redactions.received_ts <= ?
            ORDER BY redactions.received_ts ASC
            LIMIT ?
        """

        rows = yield self._execute(
            "_censor_redactions_fetch", None, sql, before_ts, 100
        )

        updates = []

        for redaction_id, event_id in rows:
            redaction_event = yield self.get_event(redaction_id, allow_none=True)
            original_event = yield self.get_event(
                event_id, allow_rejected=True, allow_none=True
            )

            # The SQL above ensures that we have both the redaction and
            # original event, so if the `get_event` calls return None it
            # means that the redaction wasn't allowed. Either way we know that
            # the result won't change so we mark the fact that we've checked.
            if (
                redaction_event
                and original_event
                and original_event.internal_metadata.is_redacted()
            ):
                # Redaction was allowed
                pruned_json = encode_json(prune_event_dict(original_event.get_dict()))
            else:
                # Redaction wasn't allowed
                pruned_json = None

            updates.append((redaction_id, event_id, pruned_json))

        def _update_censor_txn(txn):
            for redaction_id, event_id, pruned_json in updates:
                if pruned_json:
                    self._simple_update_one_txn(
                        txn,
                        table="event_json",
                        keyvalues={"event_id": event_id},
                        updatevalues={"json": pruned_json},
                    )

                self._simple_update_one_txn(
                    txn,
                    table="redactions",
                    keyvalues={"event_id": redaction_id},
                    updatevalues={"have_censored": True},
                )

        yield self.runInteraction("_update_censor_txn", _update_censor_txn)

    @defer.inlineCallbacks
    def count_daily_messages(self):
        """
        Returns an estimate of the number of messages sent in the last day.

        If it has been significantly less or more than one day since the last
        call to this function, it will return None.
        """

        def _count_messages(txn):
            sql = """
                SELECT COALESCE(COUNT(*), 0) FROM events
                WHERE type = 'm.room.message'
                AND stream_ordering > ?
            """
            txn.execute(sql, (self.stream_ordering_day_ago,))
            count, = txn.fetchone()
            return count

        ret = yield self.runInteraction("count_messages", _count_messages)
        return ret

    @defer.inlineCallbacks
    def count_daily_sent_messages(self):
        def _count_messages(txn):
            # This is good enough as if you have silly characters in your own
            # hostname then thats your own fault.
            like_clause = "%:" + self.hs.hostname

            sql = """
                SELECT COALESCE(COUNT(*), 0) FROM events
                WHERE type = 'm.room.message'
                    AND sender LIKE ?
                AND stream_ordering > ?
            """

            txn.execute(sql, (like_clause, self.stream_ordering_day_ago))
            count, = txn.fetchone()
            return count

        ret = yield self.runInteraction("count_daily_sent_messages", _count_messages)
        return ret

    @defer.inlineCallbacks
    def count_daily_active_rooms(self):
        def _count(txn):
            sql = """
                SELECT COALESCE(COUNT(DISTINCT room_id), 0) FROM events
                WHERE type = 'm.room.message'
                AND stream_ordering > ?
            """
            txn.execute(sql, (self.stream_ordering_day_ago,))
            count, = txn.fetchone()
            return count

        ret = yield self.runInteraction("count_daily_active_rooms", _count)
        return ret

    def get_current_backfill_token(self):
        """The current minimum token that backfilled events have reached"""
        return -self._backfill_id_gen.get_current_token()

    def get_current_events_token(self):
        """The current maximum token that events have reached"""
        return self._stream_id_gen.get_current_token()

    def get_all_new_forward_event_rows(self, last_id, current_id, limit):
        if last_id == current_id:
            return defer.succeed([])

        def get_all_new_forward_event_rows(txn):
            sql = (
                "SELECT e.stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts, relates_to_id"
                " FROM events AS e"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " LEFT JOIN event_relations USING (event_id)"
                " WHERE ? < stream_ordering AND stream_ordering <= ?"
                " ORDER BY stream_ordering ASC"
                " LIMIT ?"
            )
            txn.execute(sql, (last_id, current_id, limit))
            new_event_updates = txn.fetchall()

            if len(new_event_updates) == limit:
                upper_bound = new_event_updates[-1][0]
            else:
                upper_bound = current_id

            sql = (
                "SELECT event_stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts, relates_to_id"
                " FROM events AS e"
                " INNER JOIN ex_outlier_stream USING (event_id)"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " LEFT JOIN event_relations USING (event_id)"
                " WHERE ? < event_stream_ordering"
                " AND event_stream_ordering <= ?"
                " ORDER BY event_stream_ordering DESC"
            )
            txn.execute(sql, (last_id, upper_bound))
            new_event_updates.extend(txn)

            return new_event_updates

        return self.runInteraction(
            "get_all_new_forward_event_rows", get_all_new_forward_event_rows
        )

    def get_all_new_backfill_event_rows(self, last_id, current_id, limit):
        if last_id == current_id:
            return defer.succeed([])

        def get_all_new_backfill_event_rows(txn):
            sql = (
                "SELECT -e.stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts, relates_to_id"
                " FROM events AS e"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " LEFT JOIN event_relations USING (event_id)"
                " WHERE ? > stream_ordering AND stream_ordering >= ?"
                " ORDER BY stream_ordering ASC"
                " LIMIT ?"
            )
            txn.execute(sql, (-last_id, -current_id, limit))
            new_event_updates = txn.fetchall()

            if len(new_event_updates) == limit:
                upper_bound = new_event_updates[-1][0]
            else:
                upper_bound = current_id

            sql = (
                "SELECT -event_stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts, relates_to_id"
                " FROM events AS e"
                " INNER JOIN ex_outlier_stream USING (event_id)"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " LEFT JOIN event_relations USING (event_id)"
                " WHERE ? > event_stream_ordering"
                " AND event_stream_ordering >= ?"
                " ORDER BY event_stream_ordering DESC"
            )
            txn.execute(sql, (-last_id, -upper_bound))
            new_event_updates.extend(txn.fetchall())

            return new_event_updates

        return self.runInteraction(
            "get_all_new_backfill_event_rows", get_all_new_backfill_event_rows
        )

    @cached(num_args=5, max_entries=10)
    def get_all_new_events(
        self,
        last_backfill_id,
        last_forward_id,
        current_backfill_id,
        current_forward_id,
        limit,
    ):
        """Get all the new events that have arrived at the server either as
        new events or as backfilled events"""
        have_backfill_events = last_backfill_id != current_backfill_id
        have_forward_events = last_forward_id != current_forward_id

        if not have_backfill_events and not have_forward_events:
            return defer.succeed(AllNewEventsResult([], [], [], [], []))

        def get_all_new_events_txn(txn):
            sql = (
                "SELECT e.stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts"
                " FROM events AS e"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " WHERE ? < stream_ordering AND stream_ordering <= ?"
                " ORDER BY stream_ordering ASC"
                " LIMIT ?"
            )
            if have_forward_events:
                txn.execute(sql, (last_forward_id, current_forward_id, limit))
                new_forward_events = txn.fetchall()

                if len(new_forward_events) == limit:
                    upper_bound = new_forward_events[-1][0]
                else:
                    upper_bound = current_forward_id

                sql = (
                    "SELECT event_stream_ordering, event_id, state_group"
                    " FROM ex_outlier_stream"
                    " WHERE ? > event_stream_ordering"
                    " AND event_stream_ordering >= ?"
                    " ORDER BY event_stream_ordering DESC"
                )
                txn.execute(sql, (last_forward_id, upper_bound))
                forward_ex_outliers = txn.fetchall()
            else:
                new_forward_events = []
                forward_ex_outliers = []

            sql = (
                "SELECT -e.stream_ordering, e.event_id, e.room_id, e.type,"
                " state_key, redacts"
                " FROM events AS e"
                " LEFT JOIN redactions USING (event_id)"
                " LEFT JOIN state_events USING (event_id)"
                " WHERE ? > stream_ordering AND stream_ordering >= ?"
                " ORDER BY stream_ordering DESC"
                " LIMIT ?"
            )
            if have_backfill_events:
                txn.execute(sql, (-last_backfill_id, -current_backfill_id, limit))
                new_backfill_events = txn.fetchall()

                if len(new_backfill_events) == limit:
                    upper_bound = new_backfill_events[-1][0]
                else:
                    upper_bound = current_backfill_id

                sql = (
                    "SELECT -event_stream_ordering, event_id, state_group"
                    " FROM ex_outlier_stream"
                    " WHERE ? > event_stream_ordering"
                    " AND event_stream_ordering >= ?"
                    " ORDER BY event_stream_ordering DESC"
                )
                txn.execute(sql, (-last_backfill_id, -upper_bound))
                backward_ex_outliers = txn.fetchall()
            else:
                new_backfill_events = []
                backward_ex_outliers = []

            return AllNewEventsResult(
                new_forward_events,
                new_backfill_events,
                forward_ex_outliers,
                backward_ex_outliers,
            )

        return self.runInteraction("get_all_new_events", get_all_new_events_txn)

    def purge_history(self, room_id, token, delete_local_events):
        """Deletes room history before a certain point

        Args:
            room_id (str):

            token (str): A topological token to delete events before

            delete_local_events (bool):
                if True, we will delete local events as well as remote ones
                (instead of just marking them as outliers and deleting their
                state groups).
        """

        return self.runInteraction(
            "purge_history",
            self._purge_history_txn,
            room_id,
            token,
            delete_local_events,
        )

    def _purge_history_txn(self, txn, room_id, token_str, delete_local_events):
        token = RoomStreamToken.parse(token_str)

        # Tables that should be pruned:
        #     event_auth
        #     event_backward_extremities
        #     event_edges
        #     event_forward_extremities
        #     event_json
        #     event_push_actions
        #     event_reference_hashes
        #     event_search
        #     event_to_state_groups
        #     events
        #     rejections
        #     room_depth
        #     state_groups
        #     state_groups_state

        # we will build a temporary table listing the events so that we don't
        # have to keep shovelling the list back and forth across the
        # connection. Annoyingly the python sqlite driver commits the
        # transaction on CREATE, so let's do this first.
        #
        # furthermore, we might already have the table from a previous (failed)
        # purge attempt, so let's drop the table first.

        txn.execute("DROP TABLE IF EXISTS events_to_purge")

        txn.execute(
            "CREATE TEMPORARY TABLE events_to_purge ("
            "    event_id TEXT NOT NULL,"
            "    should_delete BOOLEAN NOT NULL"
            ")"
        )

        # First ensure that we're not about to delete all the forward extremeties
        txn.execute(
            "SELECT e.event_id, e.depth FROM events as e "
            "INNER JOIN event_forward_extremities as f "
            "ON e.event_id = f.event_id "
            "AND e.room_id = f.room_id "
            "WHERE f.room_id = ?",
            (room_id,),
        )
        rows = txn.fetchall()
        max_depth = max(row[1] for row in rows)

        if max_depth < token.topological:
            # We need to ensure we don't delete all the events from the database
            # otherwise we wouldn't be able to send any events (due to not
            # having any backwards extremeties)
            raise SynapseError(
                400, "topological_ordering is greater than forward extremeties"
            )

        logger.info("[purge] looking for events to delete")

        should_delete_expr = "state_key IS NULL"
        should_delete_params = ()
        if not delete_local_events:
            should_delete_expr += " AND event_id NOT LIKE ?"

            # We include the parameter twice since we use the expression twice
            should_delete_params += ("%:" + self.hs.hostname, "%:" + self.hs.hostname)

        should_delete_params += (room_id, token.topological)

        # Note that we insert events that are outliers and aren't going to be
        # deleted, as nothing will happen to them.
        txn.execute(
            "INSERT INTO events_to_purge"
            " SELECT event_id, %s"
            " FROM events AS e LEFT JOIN state_events USING (event_id)"
            " WHERE (NOT outlier OR (%s)) AND e.room_id = ? AND topological_ordering < ?"
            % (should_delete_expr, should_delete_expr),
            should_delete_params,
        )

        # We create the indices *after* insertion as that's a lot faster.

        # create an index on should_delete because later we'll be looking for
        # the should_delete / shouldn't_delete subsets
        txn.execute(
            "CREATE INDEX events_to_purge_should_delete"
            " ON events_to_purge(should_delete)"
        )

        # We do joins against events_to_purge for e.g. calculating state
        # groups to purge, etc., so lets make an index.
        txn.execute("CREATE INDEX events_to_purge_id" " ON events_to_purge(event_id)")

        txn.execute("SELECT event_id, should_delete FROM events_to_purge")
        event_rows = txn.fetchall()
        logger.info(
            "[purge] found %i events before cutoff, of which %i can be deleted",
            len(event_rows),
            sum(1 for e in event_rows if e[1]),
        )

        logger.info("[purge] Finding new backward extremities")

        # We calculate the new entries for the backward extremeties by finding
        # events to be purged that are pointed to by events we're not going to
        # purge.
        txn.execute(
            "SELECT DISTINCT e.event_id FROM events_to_purge AS e"
            " INNER JOIN event_edges AS ed ON e.event_id = ed.prev_event_id"
            " LEFT JOIN events_to_purge AS ep2 ON ed.event_id = ep2.event_id"
            " WHERE ep2.event_id IS NULL"
        )
        new_backwards_extrems = txn.fetchall()

        logger.info("[purge] replacing backward extremities: %r", new_backwards_extrems)

        txn.execute(
            "DELETE FROM event_backward_extremities WHERE room_id = ?", (room_id,)
        )

        # Update backward extremeties
        txn.executemany(
            "INSERT INTO event_backward_extremities (room_id, event_id)"
            " VALUES (?, ?)",
            [(room_id, event_id) for event_id, in new_backwards_extrems],
        )

        logger.info("[purge] finding redundant state groups")

        # Get all state groups that are referenced by events that are to be
        # deleted. We then go and check if they are referenced by other events
        # or state groups, and if not we delete them.
        txn.execute(
            """
            SELECT DISTINCT state_group FROM events_to_purge
            INNER JOIN event_to_state_groups USING (event_id)
        """
        )

        referenced_state_groups = set(sg for sg, in txn)
        logger.info(
            "[purge] found %i referenced state groups", len(referenced_state_groups)
        )

        logger.info("[purge] finding state groups that can be deleted")

        _ = self._find_unreferenced_groups_during_purge(txn, referenced_state_groups)
        state_groups_to_delete, remaining_state_groups = _

        logger.info(
            "[purge] found %i state groups to delete", len(state_groups_to_delete)
        )

        logger.info(
            "[purge] de-delta-ing %i remaining state groups",
            len(remaining_state_groups),
        )

        # Now we turn the state groups that reference to-be-deleted state
        # groups to non delta versions.
        for sg in remaining_state_groups:
            logger.info("[purge] de-delta-ing remaining state group %s", sg)
            curr_state = self._get_state_groups_from_groups_txn(txn, [sg])
            curr_state = curr_state[sg]

            self._simple_delete_txn(
                txn, table="state_groups_state", keyvalues={"state_group": sg}
            )

            self._simple_delete_txn(
                txn, table="state_group_edges", keyvalues={"state_group": sg}
            )

            self._simple_insert_many_txn(
                txn,
                table="state_groups_state",
                values=[
                    {
                        "state_group": sg,
                        "room_id": room_id,
                        "type": key[0],
                        "state_key": key[1],
                        "event_id": state_id,
                    }
                    for key, state_id in iteritems(curr_state)
                ],
            )

        logger.info("[purge] removing redundant state groups")
        txn.executemany(
            "DELETE FROM state_groups_state WHERE state_group = ?",
            ((sg,) for sg in state_groups_to_delete),
        )
        txn.executemany(
            "DELETE FROM state_groups WHERE id = ?",
            ((sg,) for sg in state_groups_to_delete),
        )

        logger.info("[purge] removing events from event_to_state_groups")
        txn.execute(
            "DELETE FROM event_to_state_groups "
            "WHERE event_id IN (SELECT event_id from events_to_purge)"
        )
        for event_id, _ in event_rows:
            txn.call_after(self._get_state_group_for_event.invalidate, (event_id,))

        # Delete all remote non-state events
        for table in (
            "events",
            "event_json",
            "event_auth",
            "event_edges",
            "event_forward_extremities",
            "event_reference_hashes",
            "event_search",
            "rejections",
        ):
            logger.info("[purge] removing events from %s", table)

            txn.execute(
                "DELETE FROM %s WHERE event_id IN ("
                "    SELECT event_id FROM events_to_purge WHERE should_delete"
                ")" % (table,)
            )

        # event_push_actions lacks an index on event_id, and has one on
        # (room_id, event_id) instead.
        for table in ("event_push_actions",):
            logger.info("[purge] removing events from %s", table)

            txn.execute(
                "DELETE FROM %s WHERE room_id = ? AND event_id IN ("
                "    SELECT event_id FROM events_to_purge WHERE should_delete"
                ")" % (table,),
                (room_id,),
            )

        # Mark all state and own events as outliers
        logger.info("[purge] marking remaining events as outliers")
        txn.execute(
            "UPDATE events SET outlier = ?"
            " WHERE event_id IN ("
            "    SELECT event_id FROM events_to_purge "
            "    WHERE NOT should_delete"
            ")",
            (True,),
        )

        # synapse tries to take out an exclusive lock on room_depth whenever it
        # persists events (because upsert), and once we run this update, we
        # will block that for the rest of our transaction.
        #
        # So, let's stick it at the end so that we don't block event
        # persistence.
        #
        # We do this by calculating the minimum depth of the backwards
        # extremities. However, the events in event_backward_extremities
        # are ones we don't have yet so we need to look at the events that
        # point to it via event_edges table.
        txn.execute(
            """
            SELECT COALESCE(MIN(depth), 0)
            FROM event_backward_extremities AS eb
            INNER JOIN event_edges AS eg ON eg.prev_event_id = eb.event_id
            INNER JOIN events AS e ON e.event_id = eg.event_id
            WHERE eb.room_id = ?
        """,
            (room_id,),
        )
        min_depth, = txn.fetchone()

        logger.info("[purge] updating room_depth to %d", min_depth)

        txn.execute(
            "UPDATE room_depth SET min_depth = ? WHERE room_id = ?",
            (min_depth, room_id),
        )

        # finally, drop the temp table. this will commit the txn in sqlite,
        # so make sure to keep this actually last.
        txn.execute("DROP TABLE events_to_purge")

        logger.info("[purge] done")

    def _find_unreferenced_groups_during_purge(self, txn, state_groups):
        """Used when purging history to figure out which state groups can be
        deleted and which need to be de-delta'ed (due to one of its prev groups
        being scheduled for deletion).

        Args:
            txn
            state_groups (set[int]): Set of state groups referenced by events
                that are going to be deleted.

        Returns:
            tuple[set[int], set[int]]: The set of state groups that can be
            deleted and the set of state groups that need to be de-delta'ed
        """
        # Graph of state group -> previous group
        graph = {}

        # Set of events that we have found to be referenced by events
        referenced_groups = set()

        # Set of state groups we've already seen
        state_groups_seen = set(state_groups)

        # Set of state groups to handle next.
        next_to_search = set(state_groups)
        while next_to_search:
            # We bound size of groups we're looking up at once, to stop the
            # SQL query getting too big
            if len(next_to_search) < 100:
                current_search = next_to_search
                next_to_search = set()
            else:
                current_search = set(itertools.islice(next_to_search, 100))
                next_to_search -= current_search

            # Check if state groups are referenced
            sql = """
                SELECT DISTINCT state_group FROM event_to_state_groups
                LEFT JOIN events_to_purge AS ep USING (event_id)
                WHERE ep.event_id IS NULL AND
            """
            clause, args = make_in_list_sql_clause(
                txn.database_engine, "state_group", current_search
            )
            txn.execute(sql + clause, list(args))

            referenced = set(sg for sg, in txn)
            referenced_groups |= referenced

            # We don't continue iterating up the state group graphs for state
            # groups that are referenced.
            current_search -= referenced

            rows = self._simple_select_many_txn(
                txn,
                table="state_group_edges",
                column="prev_state_group",
                iterable=current_search,
                keyvalues={},
                retcols=("prev_state_group", "state_group"),
            )

            prevs = set(row["state_group"] for row in rows)
            # We don't bother re-handling groups we've already seen
            prevs -= state_groups_seen
            next_to_search |= prevs
            state_groups_seen |= prevs

            for row in rows:
                # Note: Each state group can have at most one prev group
                graph[row["state_group"]] = row["prev_state_group"]

        to_delete = state_groups_seen - referenced_groups

        to_dedelta = set()
        for sg in referenced_groups:
            prev_sg = graph.get(sg)
            if prev_sg and prev_sg in to_delete:
                to_dedelta.add(sg)

        return to_delete, to_dedelta

    def purge_room(self, room_id):
        """Deletes all record of a room

        Args:
            room_id (str):
        """

        return self.runInteraction("purge_room", self._purge_room_txn, room_id)

    def _purge_room_txn(self, txn, room_id):
        # first we have to delete the state groups states
        logger.info("[purge] removing %s from state_groups_state", room_id)

        txn.execute(
            """
            DELETE FROM state_groups_state WHERE state_group IN (
              SELECT state_group FROM events JOIN event_to_state_groups USING(event_id)
              WHERE events.room_id=?
            )
            """,
            (room_id,),
        )

        # ... and the state group edges
        logger.info("[purge] removing %s from state_group_edges", room_id)

        txn.execute(
            """
            DELETE FROM state_group_edges WHERE state_group IN (
              SELECT state_group FROM events JOIN event_to_state_groups USING(event_id)
              WHERE events.room_id=?
            )
            """,
            (room_id,),
        )

        # ... and the state groups
        logger.info("[purge] removing %s from state_groups", room_id)

        txn.execute(
            """
            DELETE FROM state_groups WHERE id IN (
              SELECT state_group FROM events JOIN event_to_state_groups USING(event_id)
              WHERE events.room_id=?
            )
            """,
            (room_id,),
        )

        # and then tables which lack an index on room_id but have one on event_id
        for table in (
            "event_auth",
            "event_edges",
            "event_push_actions_staging",
            "event_reference_hashes",
            "event_relations",
            "event_to_state_groups",
            "redactions",
            "rejections",
            "state_events",
        ):
            logger.info("[purge] removing %s from %s", room_id, table)

            txn.execute(
                """
                DELETE FROM %s WHERE event_id IN (
                  SELECT event_id FROM events WHERE room_id=?
                )
                """
                % (table,),
                (room_id,),
            )

        # and finally, the tables with an index on room_id (or no useful index)
        for table in (
            "current_state_events",
            "event_backward_extremities",
            "event_forward_extremities",
            "event_json",
            "event_push_actions",
            "event_search",
            "events",
            "group_rooms",
            "public_room_list_stream",
            "receipts_graph",
            "receipts_linearized",
            "room_aliases",
            "room_depth",
            "room_memberships",
            "room_stats_state",
            "room_stats_current",
            "room_stats_historical",
            "room_stats_earliest_token",
            "rooms",
            "stream_ordering_to_exterm",
            "topics",
            "users_in_public_rooms",
            "users_who_share_private_rooms",
            # no useful index, but let's clear them anyway
            "appservice_room_list",
            "e2e_room_keys",
            "event_push_summary",
            "pusher_throttle",
            "group_summary_rooms",
            "local_invites",
            "room_account_data",
            "room_tags",
        ):
            logger.info("[purge] removing %s from %s", room_id, table)
            txn.execute("DELETE FROM %s WHERE room_id=?" % (table,), (room_id,))

        # Other tables we do NOT need to clear out:
        #
        #  - blocked_rooms
        #    This is important, to make sure that we don't accidentally rejoin a blocked
        #    room after it was purged
        #
        #  - user_directory
        #    This has a room_id column, but it is unused
        #

        # Other tables that we might want to consider clearing out include:
        #
        #  - event_reports
        #       Given that these are intended for abuse management my initial
        #       inclination is to leave them in place.
        #
        #  - current_state_delta_stream
        #  - ex_outlier_stream
        #  - room_tags_revisions
        #       The problem with these is that they are largeish and there is no room_id
        #       index on them. In any case we should be clearing out 'stream' tables
        #       periodically anyway (#5888)

        # TODO: we could probably usefully do a bunch of cache invalidation here

        logger.info("[purge] done")

    @defer.inlineCallbacks
    def is_event_after(self, event_id1, event_id2):
        """Returns True if event_id1 is after event_id2 in the stream
        """
        to_1, so_1 = yield self._get_event_ordering(event_id1)
        to_2, so_2 = yield self._get_event_ordering(event_id2)
        return (to_1, so_1) > (to_2, so_2)

    @cachedInlineCallbacks(max_entries=5000)
    def _get_event_ordering(self, event_id):
        res = yield self._simple_select_one(
            table="events",
            retcols=["topological_ordering", "stream_ordering"],
            keyvalues={"event_id": event_id},
            allow_none=True,
        )

        if not res:
            raise SynapseError(404, "Could not find event %s" % (event_id,))

        return (int(res["topological_ordering"]), int(res["stream_ordering"]))

    def get_all_updated_current_state_deltas(self, from_token, to_token, limit):
        def get_all_updated_current_state_deltas_txn(txn):
            sql = """
                SELECT stream_id, room_id, type, state_key, event_id
                FROM current_state_delta_stream
                WHERE ? < stream_id AND stream_id <= ?
                ORDER BY stream_id ASC LIMIT ?
            """
            txn.execute(sql, (from_token, to_token, limit))
            return txn.fetchall()

        return self.runInteraction(
            "get_all_updated_current_state_deltas",
            get_all_updated_current_state_deltas_txn,
        )


AllNewEventsResult = namedtuple(
    "AllNewEventsResult",
    [
        "new_forward_events",
        "new_backfill_events",
        "forward_ex_outliers",
        "backward_ex_outliers",
    ],
)