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diff --git a/synapse/replication/tcp/streams.py b/synapse/replication/tcp/streams.py
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+# -*- coding: utf-8 -*-
+# Copyright 2017 Vector Creations Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Defines all the valid streams that clients can subscribe to, and the format
+of the rows returned by each stream.
+
+Each stream is defined by the following information:
+
+    stream name:        The name of the stream
+    row type:           The type that is used to serialise/deserialse the row
+    current_token:      The function that returns the current token for the stream
+    update_function:    The function that returns a list of updates between two tokens
+"""
+
+from twisted.internet import defer
+from collections import namedtuple
+
+import logging
+
+
+logger = logging.getLogger(__name__)
+
+
+MAX_EVENTS_BEHIND = 10000
+
+
+EventStreamRow = namedtuple("EventStreamRow", (
+    "event_id",  # str
+    "room_id",  # str
+    "type",  # str
+    "state_key",  # str, optional
+    "redacts",  # str, optional
+))
+BackfillStreamRow = namedtuple("BackfillStreamRow", (
+    "event_id",  # str
+    "room_id",  # str
+    "type",  # str
+    "state_key",  # str, optional
+    "redacts",  # str, optional
+))
+PresenceStreamRow = namedtuple("PresenceStreamRow", (
+    "user_id",  # str
+    "state",  # str
+    "last_active_ts",  # int
+    "last_federation_update_ts",  # int
+    "last_user_sync_ts",  # int
+    "status_msg",   # str
+    "currently_active",  # bool
+))
+TypingStreamRow = namedtuple("TypingStreamRow", (
+    "room_id",  # str
+    "user_ids",  # list(str)
+))
+ReceiptsStreamRow = namedtuple("ReceiptsStreamRow", (
+    "room_id",  # str
+    "receipt_type",  # str
+    "user_id",  # str
+    "event_id",  # str
+    "data",  # dict
+))
+PushRulesStreamRow = namedtuple("PushRulesStreamRow", (
+    "user_id",  # str
+))
+PushersStreamRow = namedtuple("PushersStreamRow", (
+    "user_id",  # str
+    "app_id",  # str
+    "pushkey",  # str
+    "deleted",  # bool
+))
+CachesStreamRow = namedtuple("CachesStreamRow", (
+    "cache_func",  # str
+    "keys",  # list(str)
+    "invalidation_ts",  # int
+))
+PublicRoomsStreamRow = namedtuple("PublicRoomsStreamRow", (
+    "room_id",  # str
+    "visibility",  # str
+    "appservice_id",  # str, optional
+    "network_id",  # str, optional
+))
+DeviceListsStreamRow = namedtuple("DeviceListsStreamRow", (
+    "user_id",  # str
+    "destination",  # str
+))
+ToDeviceStreamRow = namedtuple("ToDeviceStreamRow", (
+    "entity",  # str
+))
+FederationStreamRow = namedtuple("FederationStreamRow", (
+    "type",  # str, the type of data as defined in the BaseFederationRows
+    "data",  # dict, serialization of a federation.send_queue.BaseFederationRow
+))
+TagAccountDataStreamRow = namedtuple("TagAccountDataStreamRow", (
+    "user_id",  # str
+    "room_id",  # str
+    "data",  # dict
+))
+AccountDataStreamRow = namedtuple("AccountDataStream", (
+    "user_id",  # str
+    "room_id",  # str
+    "data_type",  # str
+    "data",  # dict
+))
+CurrentStateDeltaStreamRow = namedtuple("CurrentStateDeltaStream", (
+    "room_id",  # str
+    "type",  # str
+    "state_key",  # str
+    "event_id",  # str, optional
+))
+GroupsStreamRow = namedtuple("GroupsStreamRow", (
+    "group_id",  # str
+    "user_id",  # str
+    "type",  # str
+    "content",  # dict
+))
+
+
+class Stream(object):
+    """Base class for the streams.
+
+    Provides a `get_updates()` function that returns new updates since the last
+    time it was called up until the point `advance_current_token` was called.
+    """
+    NAME = None  # The name of the stream
+    ROW_TYPE = None  # The type of the row
+    _LIMITED = True  # Whether the update function takes a limit
+
+    def __init__(self, hs):
+        # The token from which we last asked for updates
+        self.last_token = self.current_token()
+
+        # The token that we will get updates up to
+        self.upto_token = self.current_token()
+
+    def advance_current_token(self):
+        """Updates `upto_token` to "now", which updates up until which point
+        get_updates[_since] will fetch rows till.
+        """
+        self.upto_token = self.current_token()
+
+    def discard_updates_and_advance(self):
+        """Called when the stream should advance but the updates would be discarded,
+        e.g. when there are no currently connected workers.
+        """
+        self.upto_token = self.current_token()
+        self.last_token = self.upto_token
+
+    @defer.inlineCallbacks
+    def get_updates(self):
+        """Gets all updates since the last time this function was called (or
+        since the stream was constructed if it hadn't been called before),
+        until the `upto_token`
+
+        Returns:
+            (list(ROW_TYPE), int): list of updates plus the token used as an
+                upper bound of the updates (i.e. the "current token")
+        """
+        updates, current_token = yield self.get_updates_since(self.last_token)
+        self.last_token = current_token
+
+        defer.returnValue((updates, current_token))
+
+    @defer.inlineCallbacks
+    def get_updates_since(self, from_token):
+        """Like get_updates except allows specifying from when we should
+        stream updates
+
+        Returns:
+            (list(ROW_TYPE), int): list of updates plus the token used as an
+                upper bound of the updates (i.e. the "current token")
+        """
+        if from_token in ("NOW", "now"):
+            defer.returnValue(([], self.upto_token))
+
+        current_token = self.upto_token
+
+        from_token = int(from_token)
+
+        if from_token == current_token:
+            defer.returnValue(([], current_token))
+
+        if self._LIMITED:
+            rows = yield self.update_function(
+                from_token, current_token,
+                limit=MAX_EVENTS_BEHIND + 1,
+            )
+
+            if len(rows) >= MAX_EVENTS_BEHIND:
+                raise Exception("stream %s has fallen behined" % (self.NAME))
+        else:
+            rows = yield self.update_function(
+                from_token, current_token,
+            )
+
+        updates = [(row[0], self.ROW_TYPE(*row[1:])) for row in rows]
+
+        defer.returnValue((updates, current_token))
+
+    def current_token(self):
+        """Gets the current token of the underlying streams. Should be provided
+        by the sub classes
+
+        Returns:
+            int
+        """
+        raise NotImplementedError()
+
+    def update_function(self, from_token, current_token, limit=None):
+        """Get updates between from_token and to_token. If Stream._LIMITED is
+        True then limit is provided, otherwise it's not.
+
+        Returns:
+            Deferred(list(tuple)): the first entry in the tuple is the token for
+                that update, and the rest of the tuple gets used to construct
+                a ``ROW_TYPE`` instance
+        """
+        raise NotImplementedError()
+
+
+class EventsStream(Stream):
+    """We received a new event, or an event went from being an outlier to not
+    """
+    NAME = "events"
+    ROW_TYPE = EventStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+        self.current_token = store.get_current_events_token
+        self.update_function = store.get_all_new_forward_event_rows
+
+        super(EventsStream, self).__init__(hs)
+
+
+class BackfillStream(Stream):
+    """We fetched some old events and either we had never seen that event before
+    or it went from being an outlier to not.
+    """
+    NAME = "backfill"
+    ROW_TYPE = BackfillStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+        self.current_token = store.get_current_backfill_token
+        self.update_function = store.get_all_new_backfill_event_rows
+
+        super(BackfillStream, self).__init__(hs)
+
+
+class PresenceStream(Stream):
+    NAME = "presence"
+    _LIMITED = False
+    ROW_TYPE = PresenceStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+        presence_handler = hs.get_presence_handler()
+
+        self.current_token = store.get_current_presence_token
+        self.update_function = presence_handler.get_all_presence_updates
+
+        super(PresenceStream, self).__init__(hs)
+
+
+class TypingStream(Stream):
+    NAME = "typing"
+    _LIMITED = False
+    ROW_TYPE = TypingStreamRow
+
+    def __init__(self, hs):
+        typing_handler = hs.get_typing_handler()
+
+        self.current_token = typing_handler.get_current_token
+        self.update_function = typing_handler.get_all_typing_updates
+
+        super(TypingStream, self).__init__(hs)
+
+
+class ReceiptsStream(Stream):
+    NAME = "receipts"
+    ROW_TYPE = ReceiptsStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_max_receipt_stream_id
+        self.update_function = store.get_all_updated_receipts
+
+        super(ReceiptsStream, self).__init__(hs)
+
+
+class PushRulesStream(Stream):
+    """A user has changed their push rules
+    """
+    NAME = "push_rules"
+    ROW_TYPE = PushRulesStreamRow
+
+    def __init__(self, hs):
+        self.store = hs.get_datastore()
+        super(PushRulesStream, self).__init__(hs)
+
+    def current_token(self):
+        push_rules_token, _ = self.store.get_push_rules_stream_token()
+        return push_rules_token
+
+    @defer.inlineCallbacks
+    def update_function(self, from_token, to_token, limit):
+        rows = yield self.store.get_all_push_rule_updates(from_token, to_token, limit)
+        defer.returnValue([(row[0], row[2]) for row in rows])
+
+
+class PushersStream(Stream):
+    """A user has added/changed/removed a pusher
+    """
+    NAME = "pushers"
+    ROW_TYPE = PushersStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_pushers_stream_token
+        self.update_function = store.get_all_updated_pushers_rows
+
+        super(PushersStream, self).__init__(hs)
+
+
+class CachesStream(Stream):
+    """A cache was invalidated on the master and no other stream would invalidate
+    the cache on the workers
+    """
+    NAME = "caches"
+    ROW_TYPE = CachesStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_cache_stream_token
+        self.update_function = store.get_all_updated_caches
+
+        super(CachesStream, self).__init__(hs)
+
+
+class PublicRoomsStream(Stream):
+    """The public rooms list changed
+    """
+    NAME = "public_rooms"
+    ROW_TYPE = PublicRoomsStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_current_public_room_stream_id
+        self.update_function = store.get_all_new_public_rooms
+
+        super(PublicRoomsStream, self).__init__(hs)
+
+
+class DeviceListsStream(Stream):
+    """Someone added/changed/removed a device
+    """
+    NAME = "device_lists"
+    _LIMITED = False
+    ROW_TYPE = DeviceListsStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_device_stream_token
+        self.update_function = store.get_all_device_list_changes_for_remotes
+
+        super(DeviceListsStream, self).__init__(hs)
+
+
+class ToDeviceStream(Stream):
+    """New to_device messages for a client
+    """
+    NAME = "to_device"
+    ROW_TYPE = ToDeviceStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_to_device_stream_token
+        self.update_function = store.get_all_new_device_messages
+
+        super(ToDeviceStream, self).__init__(hs)
+
+
+class FederationStream(Stream):
+    """Data to be sent over federation. Only available when master has federation
+    sending disabled.
+    """
+    NAME = "federation"
+    ROW_TYPE = FederationStreamRow
+
+    def __init__(self, hs):
+        federation_sender = hs.get_federation_sender()
+
+        self.current_token = federation_sender.get_current_token
+        self.update_function = federation_sender.get_replication_rows
+
+        super(FederationStream, self).__init__(hs)
+
+
+class TagAccountDataStream(Stream):
+    """Someone added/removed a tag for a room
+    """
+    NAME = "tag_account_data"
+    ROW_TYPE = TagAccountDataStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_max_account_data_stream_id
+        self.update_function = store.get_all_updated_tags
+
+        super(TagAccountDataStream, self).__init__(hs)
+
+
+class AccountDataStream(Stream):
+    """Global or per room account data was changed
+    """
+    NAME = "account_data"
+    ROW_TYPE = AccountDataStreamRow
+
+    def __init__(self, hs):
+        self.store = hs.get_datastore()
+
+        self.current_token = self.store.get_max_account_data_stream_id
+
+        super(AccountDataStream, self).__init__(hs)
+
+    @defer.inlineCallbacks
+    def update_function(self, from_token, to_token, limit):
+        global_results, room_results = yield self.store.get_all_updated_account_data(
+            from_token, from_token, to_token, limit
+        )
+
+        results = list(room_results)
+        results.extend(
+            (stream_id, user_id, None, account_data_type, content,)
+            for stream_id, user_id, account_data_type, content in global_results
+        )
+
+        defer.returnValue(results)
+
+
+class CurrentStateDeltaStream(Stream):
+    """Current state for a room was changed
+    """
+    NAME = "current_state_deltas"
+    ROW_TYPE = CurrentStateDeltaStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_max_current_state_delta_stream_id
+        self.update_function = store.get_all_updated_current_state_deltas
+
+        super(CurrentStateDeltaStream, self).__init__(hs)
+
+
+class GroupServerStream(Stream):
+    NAME = "groups"
+    ROW_TYPE = GroupsStreamRow
+
+    def __init__(self, hs):
+        store = hs.get_datastore()
+
+        self.current_token = store.get_group_stream_token
+        self.update_function = store.get_all_groups_changes
+
+        super(GroupServerStream, self).__init__(hs)
+
+
+STREAMS_MAP = {
+    stream.NAME: stream
+    for stream in (
+        EventsStream,
+        BackfillStream,
+        PresenceStream,
+        TypingStream,
+        ReceiptsStream,
+        PushRulesStream,
+        PushersStream,
+        CachesStream,
+        PublicRoomsStream,
+        DeviceListsStream,
+        ToDeviceStream,
+        FederationStream,
+        TagAccountDataStream,
+        AccountDataStream,
+        CurrentStateDeltaStream,
+        GroupServerStream,
+    )
+}