diff --git a/synapse/storage/schema/delta/56/stats_separated.sql b/synapse/storage/schema/delta/56/stats_separated.sql
new file mode 100644
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+++ b/synapse/storage/schema/delta/56/stats_separated.sql
@@ -0,0 +1,152 @@
+/* Copyright 2018 New Vector Ltd
+ * Copyright 2019 The Matrix.org Foundation C.I.C.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
+----- First clean up from previous versions of room stats.
+
+-- First remove old stats stuff
+DROP TABLE IF EXISTS room_stats;
+DROP TABLE IF EXISTS room_state;
+DROP TABLE IF EXISTS room_stats_state;
+DROP TABLE IF EXISTS user_stats;
+DROP TABLE IF EXISTS room_stats_earliest_tokens;
+DROP TABLE IF EXISTS _temp_populate_stats_position;
+DROP TABLE IF EXISTS _temp_populate_stats_rooms;
+DROP TABLE IF EXISTS stats_stream_pos;
+
+-- Unschedule old background updates if they're still scheduled
+DELETE FROM background_updates WHERE update_name IN (
+ 'populate_stats_createtables',
+ 'populate_stats_process_rooms',
+ 'populate_stats_process_users',
+ 'populate_stats_cleanup'
+);
+
+INSERT INTO background_updates (update_name, progress_json, depends_on) VALUES
+ ('populate_stats_process_rooms', '{}', '');
+
+INSERT INTO background_updates (update_name, progress_json, depends_on) VALUES
+ ('populate_stats_process_users', '{}', 'populate_stats_process_rooms');
+
+----- Create tables for our version of room stats.
+
+-- single-row table to track position of incremental updates
+DROP TABLE IF EXISTS stats_incremental_position;
+CREATE TABLE stats_incremental_position (
+ Lock CHAR(1) NOT NULL DEFAULT 'X' UNIQUE, -- Makes sure this table only has one row.
+ stream_id BIGINT NOT NULL,
+ CHECK (Lock='X')
+);
+
+-- insert a null row and make sure it is the only one.
+INSERT INTO stats_incremental_position (
+ stream_id
+) SELECT COALESCE(MAX(stream_ordering), 0) from events;
+
+-- represents PRESENT room statistics for a room
+-- only holds absolute fields
+DROP TABLE IF EXISTS room_stats_current;
+CREATE TABLE room_stats_current (
+ room_id TEXT NOT NULL PRIMARY KEY,
+
+ -- These are absolute counts
+ current_state_events INT NOT NULL,
+ joined_members INT NOT NULL,
+ invited_members INT NOT NULL,
+ left_members INT NOT NULL,
+ banned_members INT NOT NULL,
+
+ local_users_in_room INT NOT NULL,
+
+ -- The maximum delta stream position that this row takes into account.
+ completed_delta_stream_id BIGINT NOT NULL
+);
+
+
+-- represents HISTORICAL room statistics for a room
+DROP TABLE IF EXISTS room_stats_historical;
+CREATE TABLE room_stats_historical (
+ room_id TEXT NOT NULL,
+ -- These stats cover the time from (end_ts - bucket_size)...end_ts (in ms).
+ -- Note that end_ts is quantised.
+ end_ts BIGINT NOT NULL,
+ bucket_size BIGINT NOT NULL,
+
+ -- These stats are absolute counts
+ current_state_events BIGINT NOT NULL,
+ joined_members BIGINT NOT NULL,
+ invited_members BIGINT NOT NULL,
+ left_members BIGINT NOT NULL,
+ banned_members BIGINT NOT NULL,
+ local_users_in_room BIGINT NOT NULL,
+
+ -- These stats are per time slice
+ total_events BIGINT NOT NULL,
+ total_event_bytes BIGINT NOT NULL,
+
+ PRIMARY KEY (room_id, end_ts)
+);
+
+-- We use this index to speed up deletion of ancient room stats.
+CREATE INDEX room_stats_historical_end_ts ON room_stats_historical (end_ts);
+
+-- represents PRESENT statistics for a user
+-- only holds absolute fields
+DROP TABLE IF EXISTS user_stats_current;
+CREATE TABLE user_stats_current (
+ user_id TEXT NOT NULL PRIMARY KEY,
+
+ joined_rooms BIGINT NOT NULL,
+
+ -- The maximum delta stream position that this row takes into account.
+ completed_delta_stream_id BIGINT NOT NULL
+);
+
+-- represents HISTORICAL statistics for a user
+DROP TABLE IF EXISTS user_stats_historical;
+CREATE TABLE user_stats_historical (
+ user_id TEXT NOT NULL,
+ end_ts BIGINT NOT NULL,
+ bucket_size BIGINT NOT NULL,
+
+ joined_rooms BIGINT NOT NULL,
+
+ invites_sent BIGINT NOT NULL,
+ rooms_created BIGINT NOT NULL,
+ total_events BIGINT NOT NULL,
+ total_event_bytes BIGINT NOT NULL,
+
+ PRIMARY KEY (user_id, end_ts)
+);
+
+-- We use this index to speed up deletion of ancient user stats.
+CREATE INDEX user_stats_historical_end_ts ON user_stats_historical (end_ts);
+
+
+CREATE TABLE room_stats_state (
+ room_id TEXT NOT NULL,
+ name TEXT,
+ canonical_alias TEXT,
+ join_rules TEXT,
+ history_visibility TEXT,
+ encryption TEXT,
+ avatar TEXT,
+ guest_access TEXT,
+ is_federatable BOOLEAN,
+ topic TEXT
+);
+
+CREATE UNIQUE INDEX room_stats_state_room ON room_stats_state(room_id);
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