2018-09-03 08:13:17 -06:00
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# -*- coding: utf-8 -*-
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# Copyright 2018 New Vector Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import heapq
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import itertools
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import logging
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from typing import Dict, List, Optional
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from six import iteritems, itervalues
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from twisted.internet import defer
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2019-12-13 05:55:32 -07:00
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import synapse.state
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2018-09-03 08:13:17 -06:00
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from synapse import event_auth
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from synapse.api.constants import EventTypes
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from synapse.api.errors import AuthError
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from synapse.api.room_versions import KNOWN_ROOM_VERSIONS
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from synapse.events import EventBase
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from synapse.types import StateMap
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logger = logging.getLogger(__name__)
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@defer.inlineCallbacks
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def resolve_events_with_store(
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room_id: str,
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room_version: str,
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state_sets: List[StateMap[str]],
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event_map: Optional[Dict[str, EventBase]],
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state_res_store: "synapse.state.StateResolutionStore",
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):
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"""Resolves the state using the v2 state resolution algorithm
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Args:
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room_id: the room we are working in
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room_version: The room version
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state_sets: List of dicts of (type, state_key) -> event_id,
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which are the different state groups to resolve.
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event_map:
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a dict from event_id to event, for any events that we happen to
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have in flight (eg, those currently being persisted). This will be
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used as a starting point fof finding the state we need; any missing
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events will be requested via state_res_store.
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If None, all events will be fetched via state_res_store.
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state_res_store:
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Returns:
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Deferred[dict[(str, str), str]]:
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a map from (type, state_key) to event_id.
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"""
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logger.debug("Computing conflicted state")
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2018-11-02 04:29:19 -06:00
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# We use event_map as a cache, so if its None we need to initialize it
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if event_map is None:
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event_map = {}
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2018-09-03 08:13:17 -06:00
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# First split up the un/conflicted state
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unconflicted_state, conflicted_state = _seperate(state_sets)
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if not conflicted_state:
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return unconflicted_state
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logger.debug("%d conflicted state entries", len(conflicted_state))
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logger.debug("Calculating auth chain difference")
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# Also fetch all auth events that appear in only some of the state sets'
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# auth chains.
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auth_diff = yield _get_auth_chain_difference(state_sets, event_map, state_res_store)
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full_conflicted_set = set(
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itertools.chain(
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itertools.chain.from_iterable(itervalues(conflicted_state)), auth_diff
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)
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)
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events = yield state_res_store.get_events(
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[eid for eid in full_conflicted_set if eid not in event_map],
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allow_rejected=True,
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)
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event_map.update(events)
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# everything in the event map should be in the right room
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for event in event_map.values():
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if event.room_id != room_id:
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raise Exception(
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"Attempting to state-resolve for room %s with event %s which is in %s"
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% (room_id, event.event_id, event.room_id,)
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)
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full_conflicted_set = set(eid for eid in full_conflicted_set if eid in event_map)
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logger.debug("%d full_conflicted_set entries", len(full_conflicted_set))
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# Get and sort all the power events (kicks/bans/etc)
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power_events = (
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eid for eid in full_conflicted_set if _is_power_event(event_map[eid])
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)
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sorted_power_events = yield _reverse_topological_power_sort(
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room_id, power_events, event_map, state_res_store, full_conflicted_set
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)
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logger.debug("sorted %d power events", len(sorted_power_events))
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# Now sequentially auth each one
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resolved_state = yield _iterative_auth_checks(
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room_id,
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room_version,
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sorted_power_events,
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unconflicted_state,
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event_map,
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state_res_store,
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)
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logger.debug("resolved power events")
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# OK, so we've now resolved the power events. Now sort the remaining
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# events using the mainline of the resolved power level.
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leftover_events = [
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ev_id for ev_id in full_conflicted_set if ev_id not in sorted_power_events
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]
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logger.debug("sorting %d remaining events", len(leftover_events))
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pl = resolved_state.get((EventTypes.PowerLevels, ""), None)
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leftover_events = yield _mainline_sort(
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room_id, leftover_events, pl, event_map, state_res_store
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)
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logger.debug("resolving remaining events")
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resolved_state = yield _iterative_auth_checks(
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room_id,
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room_version,
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leftover_events,
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resolved_state,
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event_map,
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state_res_store,
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)
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logger.debug("resolved")
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# We make sure that unconflicted state always still applies.
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resolved_state.update(unconflicted_state)
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logger.debug("done")
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return resolved_state
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@defer.inlineCallbacks
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def _get_power_level_for_sender(room_id, event_id, event_map, state_res_store):
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"""Return the power level of the sender of the given event according to
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their auth events.
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Args:
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room_id (str)
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event_id (str)
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event_map (dict[str,FrozenEvent])
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state_res_store (StateResolutionStore)
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Returns:
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Deferred[int]
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"""
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event = yield _get_event(room_id, event_id, event_map, state_res_store)
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pl = None
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for aid in event.auth_event_ids():
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aev = yield _get_event(
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room_id, aid, event_map, state_res_store, allow_none=True
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)
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if aev and (aev.type, aev.state_key) == (EventTypes.PowerLevels, ""):
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pl = aev
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break
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if pl is None:
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# Couldn't find power level. Check if they're the creator of the room
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for aid in event.auth_event_ids():
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aev = yield _get_event(
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room_id, aid, event_map, state_res_store, allow_none=True
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)
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if aev and (aev.type, aev.state_key) == (EventTypes.Create, ""):
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if aev.content.get("creator") == event.sender:
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return 100
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break
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return 0
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level = pl.content.get("users", {}).get(event.sender)
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if level is None:
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level = pl.content.get("users_default", 0)
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if level is None:
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return 0
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else:
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return int(level)
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@defer.inlineCallbacks
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def _get_auth_chain_difference(state_sets, event_map, state_res_store):
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"""Compare the auth chains of each state set and return the set of events
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that only appear in some but not all of the auth chains.
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Args:
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state_sets (list)
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event_map (dict[str,FrozenEvent])
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state_res_store (StateResolutionStore)
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Returns:
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Deferred[set[str]]: Set of event IDs
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"""
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common = set(itervalues(state_sets[0])).intersection(
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*(itervalues(s) for s in state_sets[1:])
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)
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auth_sets = []
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for state_set in state_sets:
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auth_ids = set(
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eid
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for key, eid in iteritems(state_set)
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if (
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key[0] in (EventTypes.Member, EventTypes.ThirdPartyInvite)
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or key
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in (
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(EventTypes.PowerLevels, ""),
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(EventTypes.Create, ""),
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(EventTypes.JoinRules, ""),
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)
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)
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and eid not in common
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)
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auth_chain = yield state_res_store.get_auth_chain(auth_ids)
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auth_ids.update(auth_chain)
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auth_sets.append(auth_ids)
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intersection = set(auth_sets[0]).intersection(*auth_sets[1:])
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union = set().union(*auth_sets)
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return union - intersection
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def _seperate(state_sets):
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"""Return the unconflicted and conflicted state. This is different than in
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the original algorithm, as this defines a key to be conflicted if one of
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the state sets doesn't have that key.
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Args:
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state_sets (list)
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Returns:
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tuple[dict, dict]: A tuple of unconflicted and conflicted state. The
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conflicted state dict is a map from type/state_key to set of event IDs
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"""
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unconflicted_state = {}
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conflicted_state = {}
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for key in set(itertools.chain.from_iterable(state_sets)):
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event_ids = set(state_set.get(key) for state_set in state_sets)
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if len(event_ids) == 1:
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unconflicted_state[key] = event_ids.pop()
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else:
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event_ids.discard(None)
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conflicted_state[key] = event_ids
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return unconflicted_state, conflicted_state
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def _is_power_event(event):
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"""Return whether or not the event is a "power event", as defined by the
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v2 state resolution algorithm
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Args:
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event (FrozenEvent)
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Returns:
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boolean
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"""
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if (event.type, event.state_key) in (
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(EventTypes.PowerLevels, ""),
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(EventTypes.JoinRules, ""),
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(EventTypes.Create, ""),
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):
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return True
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if event.type == EventTypes.Member:
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if event.membership in ("leave", "ban"):
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return event.sender != event.state_key
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return False
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@defer.inlineCallbacks
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def _add_event_and_auth_chain_to_graph(
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graph, room_id, event_id, event_map, state_res_store, auth_diff
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):
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"""Helper function for _reverse_topological_power_sort that add the event
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and its auth chain (that is in the auth diff) to the graph
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Args:
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graph (dict[str, set[str]]): A map from event ID to the events auth
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event IDs
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room_id (str): the room we are working in
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event_id (str): Event to add to the graph
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event_map (dict[str,FrozenEvent])
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state_res_store (StateResolutionStore)
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auth_diff (set[str]): Set of event IDs that are in the auth difference.
|
|
|
|
"""
|
|
|
|
|
|
|
|
state = [event_id]
|
|
|
|
while state:
|
|
|
|
eid = state.pop()
|
|
|
|
graph.setdefault(eid, set())
|
|
|
|
|
2019-12-13 05:55:32 -07:00
|
|
|
event = yield _get_event(room_id, eid, event_map, state_res_store)
|
2018-11-05 06:35:15 -07:00
|
|
|
for aid in event.auth_event_ids():
|
2018-09-03 08:13:17 -06:00
|
|
|
if aid in auth_diff:
|
|
|
|
if aid not in graph:
|
|
|
|
state.append(aid)
|
|
|
|
|
|
|
|
graph.setdefault(eid, set()).add(aid)
|
|
|
|
|
|
|
|
|
|
|
|
@defer.inlineCallbacks
|
2019-12-13 05:55:32 -07:00
|
|
|
def _reverse_topological_power_sort(
|
|
|
|
room_id, event_ids, event_map, state_res_store, auth_diff
|
|
|
|
):
|
2018-09-03 08:13:17 -06:00
|
|
|
"""Returns a list of the event_ids sorted by reverse topological ordering,
|
|
|
|
and then by power level and origin_server_ts
|
|
|
|
|
|
|
|
Args:
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id (str): the room we are working in
|
2018-09-03 08:13:17 -06:00
|
|
|
event_ids (list[str]): The events to sort
|
|
|
|
event_map (dict[str,FrozenEvent])
|
|
|
|
state_res_store (StateResolutionStore)
|
|
|
|
auth_diff (set[str]): Set of event IDs that are in the auth difference.
|
|
|
|
|
|
|
|
Returns:
|
|
|
|
Deferred[list[str]]: The sorted list
|
|
|
|
"""
|
|
|
|
|
|
|
|
graph = {}
|
|
|
|
for event_id in event_ids:
|
|
|
|
yield _add_event_and_auth_chain_to_graph(
|
2019-12-13 05:55:32 -07:00
|
|
|
graph, room_id, event_id, event_map, state_res_store, auth_diff
|
2018-09-03 08:13:17 -06:00
|
|
|
)
|
|
|
|
|
|
|
|
event_to_pl = {}
|
|
|
|
for event_id in graph:
|
2019-12-13 05:55:32 -07:00
|
|
|
pl = yield _get_power_level_for_sender(
|
|
|
|
room_id, event_id, event_map, state_res_store
|
|
|
|
)
|
2018-09-03 08:13:17 -06:00
|
|
|
event_to_pl[event_id] = pl
|
|
|
|
|
|
|
|
def _get_power_order(event_id):
|
|
|
|
ev = event_map[event_id]
|
|
|
|
pl = event_to_pl[event_id]
|
|
|
|
|
|
|
|
return -pl, ev.origin_server_ts, event_id
|
|
|
|
|
|
|
|
# Note: graph is modified during the sort
|
2019-06-20 03:32:02 -06:00
|
|
|
it = lexicographical_topological_sort(graph, key=_get_power_order)
|
2018-09-03 08:13:17 -06:00
|
|
|
sorted_events = list(it)
|
|
|
|
|
2019-07-23 07:00:55 -06:00
|
|
|
return sorted_events
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
|
|
|
|
@defer.inlineCallbacks
|
2019-06-20 03:32:02 -06:00
|
|
|
def _iterative_auth_checks(
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id, room_version, event_ids, base_state, event_map, state_res_store
|
2019-06-20 03:32:02 -06:00
|
|
|
):
|
2018-09-03 08:13:17 -06:00
|
|
|
"""Sequentially apply auth checks to each event in given list, updating the
|
|
|
|
state as it goes along.
|
|
|
|
|
|
|
|
Args:
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id (str)
|
2019-01-25 11:31:41 -07:00
|
|
|
room_version (str)
|
2018-09-03 08:13:17 -06:00
|
|
|
event_ids (list[str]): Ordered list of events to apply auth checks to
|
2020-01-16 06:31:22 -07:00
|
|
|
base_state (StateMap[str]): The set of state to start with
|
2018-09-03 08:13:17 -06:00
|
|
|
event_map (dict[str,FrozenEvent])
|
|
|
|
state_res_store (StateResolutionStore)
|
|
|
|
|
|
|
|
Returns:
|
2020-01-16 06:31:22 -07:00
|
|
|
Deferred[StateMap[str]]: Returns the final updated state
|
2018-09-03 08:13:17 -06:00
|
|
|
"""
|
|
|
|
resolved_state = base_state.copy()
|
2020-01-28 07:18:29 -07:00
|
|
|
room_version_obj = KNOWN_ROOM_VERSIONS[room_version]
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
for event_id in event_ids:
|
|
|
|
event = event_map[event_id]
|
|
|
|
|
|
|
|
auth_events = {}
|
2018-11-05 06:35:15 -07:00
|
|
|
for aid in event.auth_event_ids():
|
2019-12-31 03:41:44 -07:00
|
|
|
ev = yield _get_event(
|
|
|
|
room_id, aid, event_map, state_res_store, allow_none=True
|
|
|
|
)
|
2018-09-03 08:13:17 -06:00
|
|
|
|
2019-12-31 03:41:44 -07:00
|
|
|
if not ev:
|
|
|
|
logger.warning(
|
|
|
|
"auth_event id %s for event %s is missing", aid, event_id
|
|
|
|
)
|
|
|
|
else:
|
|
|
|
if ev.rejected_reason is None:
|
|
|
|
auth_events[(ev.type, ev.state_key)] = ev
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
for key in event_auth.auth_types_for_event(event):
|
|
|
|
if key in resolved_state:
|
|
|
|
ev_id = resolved_state[key]
|
2019-12-13 05:55:32 -07:00
|
|
|
ev = yield _get_event(room_id, ev_id, event_map, state_res_store)
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
if ev.rejected_reason is None:
|
|
|
|
auth_events[key] = event_map[ev_id]
|
|
|
|
|
|
|
|
try:
|
|
|
|
event_auth.check(
|
2020-01-28 07:18:29 -07:00
|
|
|
room_version_obj,
|
2019-06-20 03:32:02 -06:00
|
|
|
event,
|
|
|
|
auth_events,
|
2018-09-03 08:13:17 -06:00
|
|
|
do_sig_check=False,
|
2019-06-20 03:32:02 -06:00
|
|
|
do_size_check=False,
|
2018-09-03 08:13:17 -06:00
|
|
|
)
|
|
|
|
|
|
|
|
resolved_state[(event.type, event.state_key)] = event_id
|
|
|
|
except AuthError:
|
|
|
|
pass
|
|
|
|
|
2019-07-23 07:00:55 -06:00
|
|
|
return resolved_state
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
|
|
|
|
@defer.inlineCallbacks
|
2019-12-13 05:55:32 -07:00
|
|
|
def _mainline_sort(
|
|
|
|
room_id, event_ids, resolved_power_event_id, event_map, state_res_store
|
|
|
|
):
|
2018-09-03 08:13:17 -06:00
|
|
|
"""Returns a sorted list of event_ids sorted by mainline ordering based on
|
|
|
|
the given event resolved_power_event_id
|
|
|
|
|
|
|
|
Args:
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id (str): room we're working in
|
2018-09-03 08:13:17 -06:00
|
|
|
event_ids (list[str]): Events to sort
|
|
|
|
resolved_power_event_id (str): The final resolved power level event ID
|
|
|
|
event_map (dict[str,FrozenEvent])
|
|
|
|
state_res_store (StateResolutionStore)
|
|
|
|
|
|
|
|
Returns:
|
|
|
|
Deferred[list[str]]: The sorted list
|
|
|
|
"""
|
|
|
|
mainline = []
|
|
|
|
pl = resolved_power_event_id
|
|
|
|
while pl:
|
|
|
|
mainline.append(pl)
|
2019-12-13 05:55:32 -07:00
|
|
|
pl_ev = yield _get_event(room_id, pl, event_map, state_res_store)
|
2018-11-05 06:35:15 -07:00
|
|
|
auth_events = pl_ev.auth_event_ids()
|
2018-09-03 08:13:17 -06:00
|
|
|
pl = None
|
2018-11-05 06:35:15 -07:00
|
|
|
for aid in auth_events:
|
2019-12-31 03:41:44 -07:00
|
|
|
ev = yield _get_event(
|
|
|
|
room_id, aid, event_map, state_res_store, allow_none=True
|
|
|
|
)
|
|
|
|
if ev and (ev.type, ev.state_key) == (EventTypes.PowerLevels, ""):
|
2018-09-03 08:13:17 -06:00
|
|
|
pl = aid
|
|
|
|
break
|
|
|
|
|
|
|
|
mainline_map = {ev_id: i + 1 for i, ev_id in enumerate(reversed(mainline))}
|
|
|
|
|
|
|
|
event_ids = list(event_ids)
|
|
|
|
|
|
|
|
order_map = {}
|
|
|
|
for ev_id in event_ids:
|
|
|
|
depth = yield _get_mainline_depth_for_event(
|
2019-06-20 03:32:02 -06:00
|
|
|
event_map[ev_id], mainline_map, event_map, state_res_store
|
2018-09-03 08:13:17 -06:00
|
|
|
)
|
|
|
|
order_map[ev_id] = (depth, event_map[ev_id].origin_server_ts, ev_id)
|
|
|
|
|
|
|
|
event_ids.sort(key=lambda ev_id: order_map[ev_id])
|
|
|
|
|
2019-07-23 07:00:55 -06:00
|
|
|
return event_ids
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
|
|
|
|
@defer.inlineCallbacks
|
|
|
|
def _get_mainline_depth_for_event(event, mainline_map, event_map, state_res_store):
|
|
|
|
"""Get the mainline depths for the given event based on the mainline map
|
|
|
|
|
|
|
|
Args:
|
|
|
|
event (FrozenEvent)
|
|
|
|
mainline_map (dict[str, int]): Map from event_id to mainline depth for
|
|
|
|
events in the mainline.
|
|
|
|
event_map (dict[str,FrozenEvent])
|
|
|
|
state_res_store (StateResolutionStore)
|
|
|
|
|
|
|
|
Returns:
|
|
|
|
Deferred[int]
|
|
|
|
"""
|
|
|
|
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id = event.room_id
|
|
|
|
|
2018-09-03 08:13:17 -06:00
|
|
|
# We do an iterative search, replacing `event with the power level in its
|
|
|
|
# auth events (if any)
|
|
|
|
while event:
|
|
|
|
depth = mainline_map.get(event.event_id)
|
|
|
|
if depth is not None:
|
2019-07-23 07:00:55 -06:00
|
|
|
return depth
|
2018-09-03 08:13:17 -06:00
|
|
|
|
2018-11-05 06:35:15 -07:00
|
|
|
auth_events = event.auth_event_ids()
|
2018-09-03 08:13:17 -06:00
|
|
|
event = None
|
|
|
|
|
2018-11-05 06:35:15 -07:00
|
|
|
for aid in auth_events:
|
2019-12-31 03:41:44 -07:00
|
|
|
aev = yield _get_event(
|
|
|
|
room_id, aid, event_map, state_res_store, allow_none=True
|
|
|
|
)
|
|
|
|
if aev and (aev.type, aev.state_key) == (EventTypes.PowerLevels, ""):
|
2018-09-03 08:13:17 -06:00
|
|
|
event = aev
|
|
|
|
break
|
|
|
|
|
|
|
|
# Didn't find a power level auth event, so we just return 0
|
2019-07-23 07:00:55 -06:00
|
|
|
return 0
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
|
|
|
|
@defer.inlineCallbacks
|
2019-12-31 03:41:44 -07:00
|
|
|
def _get_event(room_id, event_id, event_map, state_res_store, allow_none=False):
|
2018-09-03 08:13:17 -06:00
|
|
|
"""Helper function to look up event in event_map, falling back to looking
|
|
|
|
it up in the store
|
|
|
|
|
|
|
|
Args:
|
2019-12-13 05:55:32 -07:00
|
|
|
room_id (str)
|
2018-09-03 08:13:17 -06:00
|
|
|
event_id (str)
|
|
|
|
event_map (dict[str,FrozenEvent])
|
|
|
|
state_res_store (StateResolutionStore)
|
2019-12-31 03:41:44 -07:00
|
|
|
allow_none (bool): if the event is not found, return None rather than raising
|
|
|
|
an exception
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
Returns:
|
2019-12-31 03:41:44 -07:00
|
|
|
Deferred[Optional[FrozenEvent]]
|
2018-09-03 08:13:17 -06:00
|
|
|
"""
|
|
|
|
if event_id not in event_map:
|
|
|
|
events = yield state_res_store.get_events([event_id], allow_rejected=True)
|
|
|
|
event_map.update(events)
|
2019-12-31 03:41:44 -07:00
|
|
|
event = event_map.get(event_id)
|
|
|
|
|
|
|
|
if event is None:
|
|
|
|
if allow_none:
|
|
|
|
return None
|
|
|
|
raise Exception("Unknown event %s" % (event_id,))
|
|
|
|
|
2019-12-13 05:55:32 -07:00
|
|
|
if event.room_id != room_id:
|
|
|
|
raise Exception(
|
|
|
|
"In state res for room %s, event %s is in %s"
|
|
|
|
% (room_id, event_id, event.room_id)
|
|
|
|
)
|
|
|
|
return event
|
2018-09-03 08:13:17 -06:00
|
|
|
|
|
|
|
|
|
|
|
def lexicographical_topological_sort(graph, key):
|
|
|
|
"""Performs a lexicographic reverse topological sort on the graph.
|
|
|
|
|
|
|
|
This returns a reverse topological sort (i.e. if node A references B then B
|
|
|
|
appears before A in the sort), with ties broken lexicographically based on
|
|
|
|
return value of the `key` function.
|
|
|
|
|
|
|
|
NOTE: `graph` is modified during the sort.
|
|
|
|
|
|
|
|
Args:
|
|
|
|
graph (dict[str, set[str]]): A representation of the graph where each
|
|
|
|
node is a key in the dict and its value are the nodes edges.
|
|
|
|
key (func): A function that takes a node and returns a value that is
|
|
|
|
comparable and used to order nodes
|
|
|
|
|
|
|
|
Yields:
|
|
|
|
str: The next node in the topological sort
|
|
|
|
"""
|
|
|
|
|
|
|
|
# Note, this is basically Kahn's algorithm except we look at nodes with no
|
|
|
|
# outgoing edges, c.f.
|
|
|
|
# https://en.wikipedia.org/wiki/Topological_sorting#Kahn's_algorithm
|
|
|
|
outdegree_map = graph
|
|
|
|
reverse_graph = {}
|
|
|
|
|
|
|
|
# Lists of nodes with zero out degree. Is actually a tuple of
|
|
|
|
# `(key(node), node)` so that sorting does the right thing
|
|
|
|
zero_outdegree = []
|
|
|
|
|
|
|
|
for node, edges in iteritems(graph):
|
|
|
|
if len(edges) == 0:
|
|
|
|
zero_outdegree.append((key(node), node))
|
|
|
|
|
|
|
|
reverse_graph.setdefault(node, set())
|
|
|
|
for edge in edges:
|
|
|
|
reverse_graph.setdefault(edge, set()).add(node)
|
|
|
|
|
|
|
|
# heapq is a built in implementation of a sorted queue.
|
|
|
|
heapq.heapify(zero_outdegree)
|
|
|
|
|
|
|
|
while zero_outdegree:
|
|
|
|
_, node = heapq.heappop(zero_outdegree)
|
|
|
|
|
|
|
|
for parent in reverse_graph[node]:
|
|
|
|
out = outdegree_map[parent]
|
|
|
|
out.discard(node)
|
|
|
|
if len(out) == 0:
|
|
|
|
heapq.heappush(zero_outdegree, (key(parent), parent))
|
|
|
|
|
|
|
|
yield node
|