anonymousland-synapse/synapse/storage/events.py

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Python
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# -*- coding: utf-8 -*-
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# Copyright 2014-2016 OpenMarket Ltd
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#
# 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 ._base import SQLBaseStore
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from twisted.internet import defer, reactor
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from synapse.events import FrozenEvent, USE_FROZEN_DICTS
from synapse.events.utils import prune_event
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from synapse.util.async import ObservableDeferred
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from synapse.util.logcontext import (
preserve_fn, PreserveLoggingContext, preserve_context_over_deferred
)
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from synapse.util.logutils import log_function
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from synapse.util.metrics import Measure
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from synapse.api.constants import EventTypes
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from synapse.api.errors import SynapseError
from synapse.state import resolve_events
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from canonicaljson import encode_canonical_json
from collections import deque, namedtuple, OrderedDict
from functools import wraps
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import synapse
import synapse.metrics
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import logging
import math
import ujson as json
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logger = logging.getLogger(__name__)
metrics = synapse.metrics.get_metrics_for(__name__)
persist_event_counter = metrics.register_counter("persisted_events")
def encode_json(json_object):
if USE_FROZEN_DICTS:
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# ujson doesn't like frozen_dicts
return encode_canonical_json(json_object)
else:
return json.dumps(json_object, ensure_ascii=False)
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# These values are used in the `enqueus_event` and `_do_fetch` methods to
# control how we batch/bulk fetch events from the database.
# The values are plucked out of thing air to make initial sync run faster
# on jki.re
# TODO: Make these configurable.
EVENT_QUEUE_THREADS = 3 # Max number of threads that will fetch events
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EVENT_QUEUE_ITERATIONS = 3 # No. times we block waiting for requests for events
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EVENT_QUEUE_TIMEOUT_S = 0.1 # Timeout when waiting for requests for events
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class _EventPeristenceQueue(object):
"""Queues up events so that they can be persisted in bulk with only one
concurrent transaction per room.
"""
_EventPersistQueueItem = namedtuple("_EventPersistQueueItem", (
"events_and_contexts", "backfilled", "deferred",
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))
def __init__(self):
self._event_persist_queues = {}
self._currently_persisting_rooms = set()
def add_to_queue(self, room_id, events_and_contexts, backfilled):
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"""Add events to the queue, with the given persist_event options.
"""
queue = self._event_persist_queues.setdefault(room_id, deque())
if queue:
end_item = queue[-1]
if end_item.backfilled == backfilled:
end_item.events_and_contexts.extend(events_and_contexts)
return end_item.deferred.observe()
deferred = ObservableDeferred(defer.Deferred())
queue.append(self._EventPersistQueueItem(
events_and_contexts=events_and_contexts,
backfilled=backfilled,
deferred=deferred,
))
return deferred.observe()
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def handle_queue(self, room_id, per_item_callback):
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"""Attempts to handle the queue for a room if not already being handled.
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The given callback will be invoked with for each item in the queue,1
of type _EventPersistQueueItem. The per_item_callback will continuously
be called with new items, unless the queue becomnes empty. The return
value of the function will be given to the deferreds waiting on the item,
exceptions will be passed to the deferres as well.
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This function should therefore be called whenever anything is added
to the queue.
If another callback is currently handling the queue then it will not be
invoked.
"""
if room_id in self._currently_persisting_rooms:
return
self._currently_persisting_rooms.add(room_id)
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@defer.inlineCallbacks
def handle_queue_loop():
try:
queue = self._get_drainining_queue(room_id)
for item in queue:
try:
ret = yield per_item_callback(item)
item.deferred.callback(ret)
except Exception as e:
item.deferred.errback(e)
finally:
queue = self._event_persist_queues.pop(room_id, None)
if queue:
self._event_persist_queues[room_id] = queue
self._currently_persisting_rooms.discard(room_id)
preserve_fn(handle_queue_loop)()
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def _get_drainining_queue(self, room_id):
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queue = self._event_persist_queues.setdefault(room_id, deque())
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try:
while True:
yield queue.popleft()
except IndexError:
# Queue has been drained.
pass
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_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)
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defer.returnValue(res)
return f
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class EventsStore(SQLBaseStore):
EVENT_ORIGIN_SERVER_TS_NAME = "event_origin_server_ts"
EVENT_FIELDS_SENDER_URL_UPDATE_NAME = "event_fields_sender_url"
def __init__(self, hs):
super(EventsStore, self).__init__(hs)
self._clock = hs.get_clock()
self.register_background_update_handler(
self.EVENT_ORIGIN_SERVER_TS_NAME, self._background_reindex_origin_server_ts
)
self.register_background_update_handler(
self.EVENT_FIELDS_SENDER_URL_UPDATE_NAME,
self._background_reindex_fields_sender,
)
self.register_background_index_update(
"event_contains_url_index",
index_name="event_contains_url_index",
table="events",
columns=["room_id", "topological_ordering", "stream_ordering"],
where_clause="contains_url = true AND outlier = false",
)
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self._event_persist_queue = _EventPeristenceQueue()
def persist_events(self, events_and_contexts, backfilled=False):
"""
Write events to the database
Args:
events_and_contexts: list of tuples of (event, context)
backfilled: ?
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"""
partitioned = {}
for event, ctx in events_and_contexts:
partitioned.setdefault(event.room_id, []).append((event, ctx))
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deferreds = []
for room_id, evs_ctxs in partitioned.items():
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d = preserve_fn(self._event_persist_queue.add_to_queue)(
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room_id, evs_ctxs,
backfilled=backfilled,
)
deferreds.append(d)
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for room_id in partitioned.keys():
self._maybe_start_persisting(room_id)
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return preserve_context_over_deferred(
defer.gatherResults(deferreds, consumeErrors=True)
)
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@defer.inlineCallbacks
@log_function
def persist_event(self, event, context, backfilled=False):
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deferred = self._event_persist_queue.add_to_queue(
event.room_id, [(event, context)],
backfilled=backfilled,
)
self._maybe_start_persisting(event.room_id)
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yield preserve_context_over_deferred(deferred)
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max_persisted_id = yield self._stream_id_gen.get_current_token()
defer.returnValue((event.internal_metadata.stream_ordering, max_persisted_id))
def _maybe_start_persisting(self, room_id):
@defer.inlineCallbacks
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def persisting_queue(item):
yield self._persist_events(
item.events_and_contexts,
backfilled=item.backfilled,
)
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self._event_persist_queue.handle_queue(room_id, persisting_queue)
@_retry_on_integrity_error
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@defer.inlineCallbacks
def _persist_events(self, events_and_contexts, backfilled=False,
delete_existing=False):
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if not events_and_contexts:
return
if backfilled:
stream_ordering_manager = self._backfill_id_gen.get_next_mult(
len(events_and_contexts)
)
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else:
stream_ordering_manager = self._stream_id_gen.get_next_mult(
len(events_and_contexts)
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)
with stream_ordering_manager as stream_orderings:
for (event, context), stream, in zip(
events_and_contexts, stream_orderings
):
event.internal_metadata.stream_ordering = stream
chunks = [
events_and_contexts[x:x + 100]
for x in xrange(0, len(events_and_contexts), 100)
]
for chunk in chunks:
# We can't easily parallelize these since different chunks
# might contain the same event. :(
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# NB: Assumes that we are only persisting events for one room
# at a time.
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new_forward_extremeties = {}
current_state_for_room = {}
if not backfilled:
# Work out the new "current state" for each room.
# We do this by working out what the new extremities are and then
# calculating the state from that.
events_by_room = {}
for event, context in chunk:
events_by_room.setdefault(event.room_id, []).append(
(event, context)
)
for room_id, ev_ctx_rm in events_by_room.items():
# Work out new extremities by recursively adding and removing
# the new events.
latest_event_ids = yield self.get_latest_event_ids_in_room(
room_id
)
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new_latest_event_ids = yield self._calculate_new_extremeties(
room_id, [ev for ev, _ in ev_ctx_rm]
)
if new_latest_event_ids == set(latest_event_ids):
# No change in extremities, so no change in state
continue
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new_forward_extremeties[room_id] = new_latest_event_ids
# Now we need to work out the different state sets for
# each state extremities
state_sets = []
missing_event_ids = []
was_updated = False
for event_id in new_latest_event_ids:
# First search in the list of new events we're adding,
# and then use the current state from that
for ev, ctx in ev_ctx_rm:
if event_id == ev.event_id:
if ctx.current_state_ids is None:
raise Exception("Unknown current state")
state_sets.append(ctx.current_state_ids)
if ctx.delta_ids or hasattr(ev, "state_key"):
was_updated = True
break
else:
# If we couldn't find it, then we'll need to pull
# the state from the database
was_updated = True
missing_event_ids.append(event_id)
if missing_event_ids:
# Now pull out the state for any missing events from DB
event_to_groups = yield self._get_state_group_for_events(
missing_event_ids,
)
groups = set(event_to_groups.values())
group_to_state = yield self._get_state_for_groups(groups)
state_sets.extend(group_to_state.values())
if not new_latest_event_ids or was_updated:
current_state_for_room[room_id] = yield resolve_events(
state_sets,
state_map_factory=lambda ev_ids: self.get_events(
ev_ids, get_prev_content=False, check_redacted=False,
),
)
yield self.runInteraction(
"persist_events",
self._persist_events_txn,
events_and_contexts=chunk,
backfilled=backfilled,
delete_existing=delete_existing,
current_state_for_room=current_state_for_room,
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new_forward_extremeties=new_forward_extremeties,
)
persist_event_counter.inc_by(len(chunk))
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@defer.inlineCallbacks
def _calculate_new_extremeties(self, room_id, events):
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"""Calculates the new forward extremeties for a room given events to
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persist.
Assumes that we are only persisting events for one room at a time.
"""
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latest_event_ids = yield self.get_latest_event_ids_in_room(
room_id
)
new_latest_event_ids = set(latest_event_ids)
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# First, add all the new events to the list
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new_latest_event_ids.update(
event.event_id for event in events
if not event.internal_metadata.is_outlier()
)
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# Now remove all events that are referenced by the to-be-added events
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new_latest_event_ids.difference_update(
e_id
for event in events
for e_id, _ in event.prev_events
if not event.internal_metadata.is_outlier()
)
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# And finally remove any events that are referenced by previously added
# events.
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rows = yield self._simple_select_many_batch(
table="event_edges",
column="prev_event_id",
iterable=list(new_latest_event_ids),
retcols=["prev_event_id"],
keyvalues={
"room_id": room_id,
"is_state": False,
},
desc="_calculate_new_extremeties",
)
new_latest_event_ids.difference_update(
row["prev_event_id"] for row in rows
)
defer.returnValue(new_latest_event_ids)
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@defer.inlineCallbacks
def get_event(self, event_id, check_redacted=True,
get_prev_content=False, allow_rejected=False,
allow_none=False):
"""Get an event from the database by event_id.
Args:
event_id (str): The event_id of the event to fetch
check_redacted (bool): If True, check if event has been redacted
and redact it.
get_prev_content (bool): If True and event is a state event,
include the previous states content in the unsigned field.
allow_rejected (bool): If True return rejected events.
allow_none (bool): If True, return None if no event found, if
False throw an exception.
Returns:
Deferred : A FrozenEvent.
"""
events = yield self._get_events(
[event_id],
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check_redacted=check_redacted,
get_prev_content=get_prev_content,
allow_rejected=allow_rejected,
)
if not events and not allow_none:
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raise SynapseError(404, "Could not find event %s" % (event_id,))
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defer.returnValue(events[0] if events else None)
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@defer.inlineCallbacks
def get_events(self, event_ids, check_redacted=True,
get_prev_content=False, allow_rejected=False):
"""Get events from the database
Args:
event_ids (list): The event_ids of the events to fetch
check_redacted (bool): If True, check if event has been redacted
and redact it.
get_prev_content (bool): If True and event is a state event,
include the previous states content in the unsigned field.
allow_rejected (bool): If True return rejected events.
Returns:
Deferred : Dict from event_id to event.
"""
events = yield self._get_events(
event_ids,
check_redacted=check_redacted,
get_prev_content=get_prev_content,
allow_rejected=allow_rejected,
)
defer.returnValue({e.event_id: e for e in events})
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@log_function
def _persist_events_txn(self, txn, events_and_contexts, backfilled,
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delete_existing=False, current_state_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.
If delete_existing is True then existing events will be purged from the
database before insertion. This is useful when retrying due to IntegrityError.
"""
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max_stream_order = events_and_contexts[-1][0].internal_metadata.stream_ordering
for room_id, current_state in current_state_for_room.iteritems():
existing_state_rows = self._simple_select_list_txn(
txn,
table="current_state_events",
keyvalues={"room_id": room_id},
retcols=["event_id", "type", "state_key"],
)
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# Figure out what has changed (if anything). Then we simply delete
# and readd the keys that have been changed.
# This saves us from deleting and reinserting thousands of rows for
# large rooms.
existing_events = set(row["event_id"] for row in existing_state_rows)
new_events = set(ev_id for ev_id in current_state.itervalues())
changed_events = existing_events ^ new_events
if changed_events:
txn.executemany(
"DELETE FROM current_state_events WHERE event_id = ?",
[(ev_id,) for ev_id in changed_events],
)
events_to_insert = (new_events - existing_events)
to_insert = [
(key, ev_id) for key, ev_id in current_state.iteritems()
if ev_id in events_to_insert
]
self._simple_insert_many_txn(
txn,
table="current_state_events",
values=[
{
"event_id": ev_id,
"room_id": room_id,
"type": key[0],
"state_key": key[1],
}
for key, ev_id in to_insert
],
)
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# 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(
row["state_key"] for row in existing_state_rows
if row["event_id"] in changed_events
and row["type"] == EventTypes.Member
)
members_changed.update(
key[1] for key, event_id in to_insert
if key[0] == EventTypes.Member
)
for member in members_changed:
txn.call_after(self.get_rooms_for_user.invalidate, (member,))
txn.call_after(self.get_users_in_room.invalidate, (room_id,))
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# Add an entry to the current_state_resets table to record the point
# where we clobbered the current state
self._simple_insert_txn(
txn,
table="current_state_resets",
values={"event_stream_ordering": max_stream_order}
)
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for room_id, new_extrem in new_forward_extremeties.items():
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 new_forward_extremeties.items()
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 new_forward_extremeties.items()
for event_id in new_extrem
]
)
# Ensure that we don't have the same event twice.
# Pick the earliest non-outlier if there is one, else the earliest one.
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)
events_and_contexts = new_events_and_contexts.values()
depth_updates = {}
for event, context in events_and_contexts:
# Remove the any existing cache entries for the event_ids
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txn.call_after(self._invalidate_get_event_cache, event.event_id)
if not backfilled:
txn.call_after(
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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)
)
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for room_id, depth in depth_updates.items():
self._update_min_depth_for_room_txn(txn, room_id, depth)
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]
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)
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have_persisted = {
event_id: outlier
for event_id, outlier in txn.fetchall()
}
to_remove = set()
for event, context in events_and_contexts:
if context.rejected:
# If the event is rejected then we don't care if the event
# was an outlier or not.
if event.event_id in have_persisted:
# If we have already seen the event then ignore it.
to_remove.add(event)
continue
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if event.event_id not in have_persisted:
continue
to_remove.add(event)
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 the state_group, state_groups_state and
# event_to_state_groups tables.
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try:
self._store_mult_state_groups_txn(txn, ((event, context),))
except Exception:
logger.exception("")
raise
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metadata_json = encode_json(
event.internal_metadata.get_dict()
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).decode("UTF-8")
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sql = (
"UPDATE event_json SET internal_metadata = ?"
" WHERE event_id = ?"
)
txn.execute(
sql,
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(metadata_json, event.event_id,)
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)
# 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,
}
)
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sql = (
"UPDATE events SET outlier = ?"
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" WHERE event_id = ?"
)
txn.execute(
sql,
(False, event.event_id,)
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)
# Update the event_backward_extremities table now that this
# event isn't an outlier any more.
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self._update_backward_extremeties(txn, [event])
events_and_contexts = [
ec for ec in events_and_contexts if ec[0] not in to_remove
]
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if not events_and_contexts:
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# Make sure we don't pass an empty list to functions that expect to
# be storing at least one element.
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return
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# From this point onwards the events are only events that we haven't
# seen before.
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def event_dict(event):
return {
k: v
for k, v in event.get_dict().items()
if k not in [
"redacted",
"redacted_because",
]
}
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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.
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logger.info("Deleting existing")
for table in (
"events",
"event_auth",
"event_json",
"event_content_hashes",
"event_destinations",
"event_edge_hashes",
"event_edges",
"event_forward_extremities",
"event_push_actions",
"event_reference_hashes",
"event_search",
"event_signatures",
"event_to_state_groups",
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"guest_access",
"history_visibility",
"local_invites",
"room_names",
"state_events",
"rejections",
"redactions",
"room_memberships",
"topics"
):
txn.executemany(
"DELETE FROM %s WHERE event_id = ?" % (table,),
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[(ev.event_id,) for ev, _ in events_and_contexts]
)
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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()
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).decode("UTF-8"),
"json": encode_json(event_dict(event)).decode("UTF-8"),
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}
for event, _ in events_and_contexts
],
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)
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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(),
"content": encode_json(event.content).decode("UTF-8"),
"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"], basestring)
),
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}
for event, _ in events_and_contexts
],
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)
# 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)
events_and_contexts = [
ec for ec in events_and_contexts if ec[0] not in to_remove
]
if not events_and_contexts:
# Make sure we don't pass an empty list to functions that expect to
# be storing at least one element.
return
# From this point onwards the events are only ones that weren't rejected.
for event, context in events_and_contexts:
# Insert all the push actions into the event_push_actions table.
if context.push_actions:
self._set_push_actions_for_event_and_users_txn(
txn, event, context.push_actions
)
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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
)
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self._simple_insert_many_txn(
txn,
table="event_auth",
values=[
{
"event_id": event.event_id,
"room_id": event.room_id,
"auth_id": auth_id,
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}
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for event, _ in events_and_contexts
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for auth_id, _ in event.auth_events
],
)
# Insert into the state_groups, state_groups_state, and
# event_to_state_groups tables.
self._store_mult_state_groups_txn(txn, events_and_contexts)
# 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 room_names and event_search tables.
self._store_room_name_txn(txn, event)
elif event.type == EventTypes.Topic:
# Insert into the topics table and 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)
elif event.type == EventTypes.RoomHistoryVisibility:
# Insert into the event_search table.
self._store_history_visibility_txn(txn, event)
elif event.type == EventTypes.GuestAccess:
# Insert into the event_search table.
self._store_guest_access_txn(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.
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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()
]
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state_values = []
for event, context in state_events_and_contexts:
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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
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state_values.append(vals)
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self._simple_insert_many_txn(
txn,
table="state_events",
values=state_values,
)
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self._simple_insert_many_txn(
txn,
table="event_edges",
values=[
{
"event_id": event.event_id,
"prev_event_id": prev_id,
"room_id": event.room_id,
"is_state": True,
}
for event, _ in state_events_and_contexts
for prev_id, _ in event.prev_state
],
)
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# Prefill the event cache
self._add_to_cache(txn, events_and_contexts)
if backfilled:
# Backfilled events come before the current state so we don't need
# to update the current state table
return
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return
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 e.event_id IN (%s)"
) % (",".join(["?"] * len(ev_map)),)
txn.execute(sql, ev_map.keys())
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)
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def _store_redaction(self, txn, event):
# invalidate the cache for the redacted event
txn.call_after(self._invalidate_get_event_cache, event.redacts)
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txn.execute(
"INSERT INTO redactions (event_id, redacts) VALUES (?,?)",
(event.event_id, event.redacts)
)
@defer.inlineCallbacks
def have_events_in_timeline(self, event_ids):
"""Given a list of event ids, check if we have already processed and
stored them as non outliers.
"""
rows = yield self._simple_select_many_batch(
table="events",
retcols=("event_id",),
column="event_id",
iterable=list(event_ids),
keyvalues={"outlier": False},
desc="have_events_in_timeline",
)
defer.returnValue(set(r["event_id"] for r in rows))
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def have_events(self, event_ids):
"""Given a list of event ids, check if we have already processed them.
Returns:
dict: Has an entry for each event id we already have seen. Maps to
the rejected reason string if we rejected the event, else maps to
None.
"""
if not event_ids:
return defer.succeed({})
def f(txn):
sql = (
"SELECT e.event_id, reason FROM events as e "
"LEFT JOIN rejections as r ON e.event_id = r.event_id "
"WHERE e.event_id = ?"
)
res = {}
for event_id in event_ids:
txn.execute(sql, (event_id,))
row = txn.fetchone()
if row:
_, rejected = row
res[event_id] = rejected
return res
return self.runInteraction(
"have_events", f,
)
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@defer.inlineCallbacks
def _get_events(self, event_ids, check_redacted=True,
get_prev_content=False, allow_rejected=False):
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if not event_ids:
defer.returnValue([])
event_id_list = event_ids
event_ids = set(event_ids)
event_entry_map = self._get_events_from_cache(
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event_ids,
allow_rejected=allow_rejected,
)
missing_events_ids = [e for e in event_ids if e not in event_entry_map]
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if missing_events_ids:
missing_events = yield self._enqueue_events(
missing_events_ids,
check_redacted=check_redacted,
allow_rejected=allow_rejected,
)
event_entry_map.update(missing_events)
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events = []
for event_id in event_id_list:
entry = event_entry_map.get(event_id, None)
if not entry:
continue
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if allow_rejected or not entry.event.rejected_reason:
if check_redacted and entry.redacted_event:
event = entry.redacted_event
else:
event = entry.event
events.append(event)
if get_prev_content:
if "replaces_state" in event.unsigned:
prev = yield self.get_event(
event.unsigned["replaces_state"],
get_prev_content=False,
allow_none=True,
)
if prev:
event.unsigned = dict(event.unsigned)
event.unsigned["prev_content"] = prev.content
event.unsigned["prev_sender"] = prev.sender
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defer.returnValue(events)
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def _invalidate_get_event_cache(self, event_id):
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self._get_event_cache.invalidate((event_id,))
def _get_events_from_cache(self, events, allow_rejected):
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event_map = {}
for event_id in events:
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ret = self._get_event_cache.get((event_id,), None)
if not ret:
continue
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if allow_rejected or not ret.event.rejected_reason:
event_map[event_id] = ret
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else:
event_map[event_id] = None
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return event_map
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def _do_fetch(self, conn):
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"""Takes a database connection and waits for requests for events from
the _event_fetch_list queue.
"""
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event_list = []
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i = 0
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while True:
try:
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with self._event_fetch_lock:
event_list = self._event_fetch_list
self._event_fetch_list = []
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if not event_list:
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single_threaded = self.database_engine.single_threaded
if single_threaded or i > EVENT_QUEUE_ITERATIONS:
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self._event_fetch_ongoing -= 1
return
else:
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self._event_fetch_lock.wait(EVENT_QUEUE_TIMEOUT_S)
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i += 1
continue
i = 0
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event_id_lists = zip(*event_list)[0]
event_ids = [
item for sublist in event_id_lists for item in sublist
]
rows = self._new_transaction(
conn, "do_fetch", [], None, self._fetch_event_rows, event_ids
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)
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row_dict = {
r["event_id"]: r
for r in rows
}
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# We only want to resolve deferreds from the main thread
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def fire(lst, res):
for ids, d in lst:
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if not d.called:
try:
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with PreserveLoggingContext():
d.callback([
res[i]
for i in ids
if i in res
])
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except:
logger.exception("Failed to callback")
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with PreserveLoggingContext():
reactor.callFromThread(fire, event_list, row_dict)
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except Exception as e:
logger.exception("do_fetch")
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# We only want to resolve deferreds from the main thread
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def fire(evs):
for _, d in evs:
if not d.called:
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with PreserveLoggingContext():
d.errback(e)
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if event_list:
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with PreserveLoggingContext():
reactor.callFromThread(fire, event_list)
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@defer.inlineCallbacks
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def _enqueue_events(self, events, check_redacted=True, allow_rejected=False):
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"""Fetches events from the database using the _event_fetch_list. This
allows batch and bulk fetching of events - it allows us to fetch events
without having to create a new transaction for each request for events.
"""
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if not events:
defer.returnValue({})
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events_d = defer.Deferred()
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with self._event_fetch_lock:
self._event_fetch_list.append(
(events, events_d)
)
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self._event_fetch_lock.notify()
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if self._event_fetch_ongoing < EVENT_QUEUE_THREADS:
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self._event_fetch_ongoing += 1
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should_start = True
else:
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should_start = False
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if should_start:
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with PreserveLoggingContext():
self.runWithConnection(
self._do_fetch
)
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2017-01-17 12:18:13 -05:00
logger.debug("Loading %d events", len(events))
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with PreserveLoggingContext():
rows = yield events_d
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logger.debug("Loaded %d events (%d rows)", len(events), len(rows))
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if not allow_rejected:
rows[:] = [r for r in rows if not r["rejects"]]
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res = yield preserve_context_over_deferred(defer.gatherResults(
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[
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preserve_fn(self._get_event_from_row)(
row["internal_metadata"], row["json"], row["redacts"],
rejected_reason=row["rejects"],
)
for row in rows
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],
consumeErrors=True
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))
defer.returnValue({
e.event.event_id: e
for e in res if e
})
def _fetch_event_rows(self, txn, events):
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rows = []
N = 200
for i in range(1 + len(events) / N):
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evs = events[i * N:(i + 1) * N]
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if not evs:
break
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sql = (
"SELECT "
" e.event_id as event_id, "
" e.internal_metadata,"
" e.json,"
" r.redacts as redacts,"
" rej.event_id as rejects "
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" FROM event_json as e"
" LEFT JOIN rejections as rej USING (event_id)"
" LEFT JOIN redactions as r ON e.event_id = r.redacts"
" WHERE e.event_id IN (%s)"
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) % (",".join(["?"] * len(evs)),)
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txn.execute(sql, evs)
rows.extend(self.cursor_to_dict(txn))
return rows
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@defer.inlineCallbacks
def _get_event_from_row(self, internal_metadata, js, redacted,
rejected_reason=None):
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with Measure(self._clock, "_get_event_from_row"):
d = json.loads(js)
internal_metadata = json.loads(internal_metadata)
if rejected_reason:
rejected_reason = yield self._simple_select_one_onecol(
table="rejections",
keyvalues={"event_id": rejected_reason},
retcol="reason",
desc="_get_event_from_row_rejected_reason",
)
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original_ev = FrozenEvent(
d,
internal_metadata_dict=internal_metadata,
rejected_reason=rejected_reason,
)
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redacted_event = None
if redacted:
redacted_event = prune_event(original_ev)
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redaction_id = yield self._simple_select_one_onecol(
table="redactions",
keyvalues={"redacts": redacted_event.event_id},
retcol="event_id",
desc="_get_event_from_row_redactions",
)
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redacted_event.unsigned["redacted_by"] = redaction_id
# Get the redaction event.
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because = yield self.get_event(
redaction_id,
check_redacted=False,
allow_none=True,
)
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if because:
# It's fine to do add the event directly, since get_pdu_json
# will serialise this field correctly
redacted_event.unsigned["redacted_because"] = because
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cache_entry = _EventCacheEntry(
event=original_ev,
redacted_event=redacted_event,
)
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self._get_event_cache.prefill((original_ev.event_id,), cache_entry)
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defer.returnValue(cache_entry)
@defer.inlineCallbacks
def count_daily_messages(self):
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"""
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):
now = self.hs.get_clock().time()
txn.execute(
"SELECT reported_stream_token, reported_time FROM stats_reporting"
)
last_reported = self.cursor_to_dict(txn)
txn.execute(
"SELECT stream_ordering"
" FROM events"
" ORDER BY stream_ordering DESC"
" LIMIT 1"
)
now_reporting = self.cursor_to_dict(txn)
if not now_reporting:
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logger.info("Calculating daily messages skipped; no now_reporting")
return None
now_reporting = now_reporting[0]["stream_ordering"]
txn.execute("DELETE FROM stats_reporting")
txn.execute(
"INSERT INTO stats_reporting"
" (reported_stream_token, reported_time)"
" VALUES (?, ?)",
(now_reporting, now,)
)
if not last_reported:
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logger.info("Calculating daily messages skipped; no last_reported")
return None
# Close enough to correct for our purposes.
yesterday = (now - 24 * 60 * 60)
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since_yesterday_seconds = yesterday - last_reported[0]["reported_time"]
any_since_yesterday = math.fabs(since_yesterday_seconds) > 60 * 60
if any_since_yesterday:
logger.info(
"Calculating daily messages skipped; since_yesterday_seconds: %d" %
(since_yesterday_seconds,)
)
return None
txn.execute(
"SELECT COUNT(*) as messages"
" FROM events NATURAL JOIN event_json"
" WHERE json like '%m.room.message%'"
" AND stream_ordering > ?"
" AND stream_ordering <= ?",
(
last_reported[0]["reported_stream_token"],
now_reporting,
)
)
rows = self.cursor_to_dict(txn)
if not rows:
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logger.info("Calculating daily messages skipped; messages count missing")
return None
return rows[0]["messages"]
ret = yield self.runInteraction("count_messages", _count_messages)
defer.returnValue(ret)
@defer.inlineCallbacks
def _background_reindex_fields_sender(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
def reindex_txn(txn):
sql = (
"SELECT stream_ordering, event_id, json FROM events"
" INNER JOIN event_json USING (event_id)"
" WHERE ? <= stream_ordering AND stream_ordering < ?"
" ORDER BY stream_ordering DESC"
" LIMIT ?"
)
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]
update_rows = []
for row in rows:
try:
event_id = row[1]
event_json = json.loads(row[2])
sender = event_json["sender"]
content = event_json["content"]
contains_url = "url" in content
if contains_url:
contains_url &= isinstance(content["url"], basestring)
except (KeyError, AttributeError):
# If the event is missing a necessary field then
# skip over it.
continue
update_rows.append((sender, contains_url, event_id))
sql = (
"UPDATE events SET sender = ?, contains_url = ? WHERE event_id = ?"
)
for index in range(0, len(update_rows), INSERT_CLUMP_SIZE):
clump = update_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(rows)
}
self._background_update_progress_txn(
txn, self.EVENT_FIELDS_SENDER_URL_UPDATE_NAME, progress
)
return len(rows)
result = yield self.runInteraction(
self.EVENT_FIELDS_SENDER_URL_UPDATE_NAME, reindex_txn
)
if not result:
yield self._end_background_update(self.EVENT_FIELDS_SENDER_URL_UPDATE_NAME)
defer.returnValue(result)
@defer.inlineCallbacks
def _background_reindex_origin_server_ts(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
def reindex_search_txn(txn):
sql = (
"SELECT stream_ordering, event_id FROM events"
" WHERE ? <= stream_ordering AND stream_ordering < ?"
" ORDER BY stream_ordering DESC"
" LIMIT ?"
)
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]
rows_to_update = []
chunks = [
event_ids[i:i + 100]
for i in xrange(0, len(event_ids), 100)
]
for chunk in chunks:
ev_rows = self._simple_select_many_txn(
txn,
table="event_json",
column="event_id",
iterable=chunk,
retcols=["event_id", "json"],
keyvalues={},
)
for row in ev_rows:
event_id = row["event_id"]
event_json = json.loads(row["json"])
try:
origin_server_ts = event_json["origin_server_ts"]
except (KeyError, AttributeError):
# If the event is missing a necessary field then
# skip over it.
continue
rows_to_update.append((origin_server_ts, event_id))
sql = (
"UPDATE events SET origin_server_ts = ? WHERE event_id = ?"
)
for index in range(0, len(rows_to_update), INSERT_CLUMP_SIZE):
clump = rows_to_update[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(rows_to_update)
}
self._background_update_progress_txn(
txn, self.EVENT_ORIGIN_SERVER_TS_NAME, progress
)
return len(rows_to_update)
result = yield self.runInteraction(
self.EVENT_ORIGIN_SERVER_TS_NAME, reindex_search_txn
)
if not result:
yield self._end_background_update(self.EVENT_ORIGIN_SERVER_TS_NAME)
defer.returnValue(result)
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_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, ej.internal_metadata, ej.json, eg.state_group"
" FROM events as e"
" JOIN event_json as ej"
" ON e.event_id = ej.event_id AND e.room_id = ej.room_id"
" LEFT JOIN event_to_state_groups as eg"
" ON e.event_id = eg.event_id"
" WHERE ? < e.stream_ordering AND e.stream_ordering <= ?"
" ORDER BY e.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 FROM current_state_resets"
" WHERE ? < event_stream_ordering"
" AND event_stream_ordering <= ?"
" ORDER BY event_stream_ordering ASC"
)
txn.execute(sql, (last_forward_id, upper_bound))
state_resets = txn.fetchall()
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 = []
state_resets = []
forward_ex_outliers = []
sql = (
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"SELECT -e.stream_ordering, ej.internal_metadata, ej.json,"
" eg.state_group"
" FROM events as e"
" JOIN event_json as ej"
" ON e.event_id = ej.event_id AND e.room_id = ej.room_id"
" LEFT JOIN event_to_state_groups as eg"
" ON e.event_id = eg.event_id"
" WHERE ? > e.stream_ordering AND e.stream_ordering >= ?"
" ORDER BY e.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,
state_resets,
)
return self.runInteraction("get_all_new_events", get_all_new_events_txn)
2016-07-05 05:28:51 -04:00
def delete_old_state(self, room_id, topological_ordering):
return self.runInteraction(
"delete_old_state",
self._delete_old_state_txn, room_id, topological_ordering
)
def _delete_old_state_txn(self, txn, room_id, topological_ordering):
"""Deletes old room state
"""
# Tables that should be pruned:
# event_auth
# event_backward_extremities
# event_content_hashes
# event_destinations
# event_edge_hashes
# event_edges
# event_forward_extremities
# event_json
# event_push_actions
# event_reference_hashes
# event_search
# event_signatures
# event_to_state_groups
# events
# rejections
# room_depth
# state_groups
# state_groups_state
# 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[0] for row in rows)
if max_depth <= topological_ordering:
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# We need to ensure we don't delete all the events from the datanase
# otherwise we wouldn't be able to send any events (due to not
# having any backwards extremeties)
2016-07-07 06:41:07 -04:00
raise SynapseError(
400, "topological_ordering is greater than forward extremeties"
)
txn.execute(
"SELECT event_id, state_key FROM events"
" LEFT JOIN state_events USING (room_id, event_id)"
" WHERE room_id = ? AND topological_ordering < ?",
(room_id, topological_ordering,)
)
event_rows = txn.fetchall()
2016-09-02 05:41:38 -04:00
for event_id, state_key in event_rows:
txn.call_after(self._get_state_group_for_event.invalidate, (event_id,))
# We calculate the new entries for the backward extremeties by finding
# all events that point to events that are to be purged
txn.execute(
"SELECT DISTINCT e.event_id FROM events as e"
" INNER JOIN event_edges as ed ON e.event_id = ed.prev_event_id"
" INNER JOIN events as e2 ON e2.event_id = ed.event_id"
" WHERE e.room_id = ? AND e.topological_ordering < ?"
" AND e2.topological_ordering >= ?",
(room_id, topological_ordering, topological_ordering)
)
new_backwards_extrems = txn.fetchall()
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
]
)
# Get all state groups that are only referenced by events that are
# to be deleted.
txn.execute(
"SELECT state_group FROM event_to_state_groups"
" INNER JOIN events USING (event_id)"
" WHERE state_group IN ("
" SELECT DISTINCT state_group FROM events"
" INNER JOIN event_to_state_groups USING (event_id)"
" WHERE room_id = ? AND topological_ordering < ?"
" )"
" GROUP BY state_group HAVING MAX(topological_ordering) < ?",
(room_id, topological_ordering, topological_ordering)
)
state_rows = txn.fetchall()
state_groups_to_delete = [sg for sg, in state_rows]
# Now we get all the state groups that rely on these state groups
new_state_edges = []
chunks = [
state_groups_to_delete[i:i + 100]
for i in xrange(0, len(state_groups_to_delete), 100)
]
for chunk in chunks:
rows = self._simple_select_many_txn(
txn,
table="state_group_edges",
column="prev_state_group",
iterable=chunk,
retcols=["state_group"],
keyvalues={},
)
new_state_edges.extend(row["state_group"] for row in rows)
# Now we turn the state groups that reference to-be-deleted state groups
# to non delta versions.
for new_state_edge in new_state_edges:
curr_state = self._get_state_groups_from_groups_txn(
txn, [new_state_edge], types=None
)
2016-09-05 09:57:14 -04:00
curr_state = curr_state[new_state_edge]
self._simple_delete_txn(
txn,
table="state_groups_state",
keyvalues={
"state_group": new_state_edge,
}
)
self._simple_delete_txn(
txn,
table="state_group_edges",
keyvalues={
"state_group": new_state_edge,
}
)
self._simple_insert_many_txn(
txn,
table="state_groups_state",
values=[
{
"state_group": new_state_edge,
"room_id": room_id,
"type": key[0],
"state_key": key[1],
"event_id": state_id,
}
for key, state_id in curr_state.items()
],
)
txn.executemany(
"DELETE FROM state_groups_state WHERE state_group = ?",
state_rows
)
txn.executemany(
"DELETE FROM state_groups WHERE id = ?",
state_rows
)
# Delete all non-state
txn.executemany(
"DELETE FROM event_to_state_groups WHERE event_id = ?",
[(event_id,) for event_id, _ in event_rows]
)
txn.execute(
"UPDATE room_depth SET min_depth = ? WHERE room_id = ?",
(topological_ordering, room_id,)
)
# Delete all remote non-state events
to_delete = [
(event_id,) for event_id, state_key in event_rows
if state_key is None and not self.hs.is_mine_id(event_id)
]
for table in (
"events",
"event_json",
"event_auth",
"event_content_hashes",
"event_destinations",
"event_edge_hashes",
"event_edges",
"event_forward_extremities",
"event_push_actions",
"event_reference_hashes",
"event_search",
"event_signatures",
"rejections",
):
txn.executemany(
"DELETE FROM %s WHERE event_id = ?" % (table,),
to_delete
)
txn.executemany(
"DELETE FROM events WHERE event_id = ?",
to_delete
)
# Mark all state and own events as outliers
txn.executemany(
"UPDATE events SET outlier = ?"
" WHERE event_id = ?",
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[
(True, event_id,) for event_id, state_key in event_rows
if state_key is not None or self.hs.is_mine_id(event_id)
]
)
AllNewEventsResult = namedtuple("AllNewEventsResult", [
"new_forward_events", "new_backfill_events",
"forward_ex_outliers", "backward_ex_outliers",
"state_resets"
])