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  • # -*- coding: utf-8 -*-
    # Copyright 2015 OpenMarket 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.
    
    from twisted.internet import defer, reactor
    from twisted.enterprise import adbapi
    
    from synapse.storage._base import LoggingTransaction, SQLBaseStore
    from synapse.storage.engines import create_engine
    
    import argparse
    
    logger = logging.getLogger("port_from_sqlite_to_postgres")
    
    BOOLEAN_COLUMNS = {
        "events": ["processed", "outlier"],
        "rooms": ["is_public"],
        "event_edges": ["is_state"],
        "presence_list": ["accepted"],
    }
    
    
    
    APPEND_ONLY_TABLES = [
        "event_content_hashes",
        "event_reference_hashes",
        "event_signatures",
        "event_edge_hashes",
        "events",
        "event_json",
        "state_events",
        "room_memberships",
        "feedback",
        "topics",
        "room_names",
        "rooms",
        "local_media_repository",
        "local_media_repository_thumbnails",
        "remote_media_cache",
        "remote_media_cache_thumbnails",
        "redactions",
        "event_edges",
        "event_auth",
        "received_transactions",
        "sent_transactions",
        "transaction_id_to_pdu",
        "users",
        "state_groups",
        "state_groups_state",
        "event_to_state_groups",
        "rejections",
    ]
    
    
    
        """This object is used to pull out some of the convenience API from the
        Storage layer.
    
        *All* database interactions should go through this object.
        """
    
        def __init__(self, db_pool, engine):
            self.db_pool = db_pool
    
            self.database_engine = engine
    
    
        _simple_insert_txn = SQLBaseStore.__dict__["_simple_insert_txn"]
        _simple_insert = SQLBaseStore.__dict__["_simple_insert"]
    
        _simple_select_onecol_txn = SQLBaseStore.__dict__["_simple_select_onecol_txn"]
        _simple_select_onecol = SQLBaseStore.__dict__["_simple_select_onecol"]
    
        _simple_select_one_onecol = SQLBaseStore.__dict__["_simple_select_one_onecol"]
        _simple_select_one_onecol_txn = SQLBaseStore.__dict__["_simple_select_one_onecol_txn"]
    
        _simple_update_one = SQLBaseStore.__dict__["_simple_update_one"]
        _simple_update_one_txn = SQLBaseStore.__dict__["_simple_update_one_txn"]
    
    
        _execute_and_decode = SQLBaseStore.__dict__["_execute_and_decode"]
    
        def runInteraction(self, desc, func, *args, **kwargs):
            def r(conn):
                try:
                    i = 0
                    N = 5
                    while True:
                        try:
                            txn = conn.cursor()
                            return func(
    
                                LoggingTransaction(txn, desc, self.database_engine, []),
    
                        except self.database_engine.module.DatabaseError as e:
                            if self.database_engine.is_deadlock(e):
    
                                logger.warn("[TXN DEADLOCK] {%s} %d/%d", desc, i, N)
                                if i < N:
                                    i += 1
                                    conn.rollback()
                                    continue
                            raise
                except Exception as e:
    
                    raise
    
            return self.db_pool.runWithConnection(r)
    
    
        def execute(self, f, *args, **kwargs):
            return self.runInteraction(f.__name__, f, *args, **kwargs)
    
        def execute_sql(self, sql, *args):
            def r(txn):
                txn.execute(sql, args)
                return txn.fetchall()
            return self.runInteraction("execute_sql", r)
    
    
        def insert_many_txn(self, txn, table, headers, rows):
    
            sql = "INSERT INTO %s (%s) VALUES (%s)" % (
                table,
                ", ".join(k for k in headers),
                ", ".join("%s" for _ in headers)
            )
    
    
            try:
                txn.executemany(sql, rows)
            except:
                logger.exception(
                    "Failed to insert: %s",
                    table,
                )
                raise
    
    class Porter(object):
        def __init__(self, **kwargs):
            self.__dict__.update(kwargs)
    
        def setup_table(self, table):
    
                # It's safe to just carry on inserting.
                next_chunk = yield self.postgres_store._simple_select_one_onecol(
                    table="port_from_sqlite3",
                    keyvalues={"table_name": table},
                    retcol="rowid",
                    allow_none=True,
                )
    
                    if table == "sent_transactions":
                        next_chunk, already_ported, total_to_port = (
                            yield self._setup_sent_transactions()
                        )
                    else:
                        yield self.postgres_store._simple_insert(
                            table="port_from_sqlite3",
                            values={"table_name": table, "rowid": 1}
                        )
    
                if total_to_port is None:
                    already_ported, total_to_port = yield self._get_total_count_to_port(
                        table, next_chunk
                    )
    
                def delete_all(txn):
                    txn.execute(
                        "DELETE FROM port_from_sqlite3 WHERE table_name = %s",
                        (table,)
                    )
                    txn.execute("TRUNCATE %s CASCADE" % (table,))
    
    
                    table="port_from_sqlite3",
                    values={"table_name": table, "rowid": 0}
                )
    
                already_ported, total_to_port = yield self._get_total_count_to_port(
                    table, next_chunk
                )
    
            defer.returnValue((table, already_ported, total_to_port, next_chunk))
    
    
        @defer.inlineCallbacks
        def handle_table(self, table, postgres_size, table_size, next_chunk):
    
            self.progress.add_table(table, postgres_size, table_size)
    
            select = (
                "SELECT rowid, * FROM %s WHERE rowid >= ? ORDER BY rowid LIMIT ?"
                % (table,)
            )
    
            while True:
                def r(txn):
                    txn.execute(select, (next_chunk, self.batch_size,))
                    rows = txn.fetchall()
                    headers = [column[0] for column in txn.description]
    
                headers, rows = yield self.sqlite_store.runInteraction("select", r)
    
                    def insert(txn):
                        self.postgres_store.insert_many_txn(
                            txn, table, headers[1:], rows
                        )
    
                        self.postgres_store._simple_update_one_txn(
                            txn,
                            table="port_from_sqlite3",
                            keyvalues={"table_name": table},
                            updatevalues={"rowid": next_chunk},
                        )
    
                    self.progress.update(table, postgres_size)
                else:
                    return
    
        def setup_db(self, db_config, database_engine):
            db_conn = database_engine.module.connect(
                **{
                    k: v for k, v in db_config.get("args", {}).items()
                    if not k.startswith("cp_")
                }
    
                sqlite_db_pool = adbapi.ConnectionPool(
                    self.sqlite_config["name"],
                    **self.sqlite_config["args"]
    
                postgres_db_pool = adbapi.ConnectionPool(
                    self.postgres_config["name"],
                    **self.postgres_config["args"]
                )
    
                sqlite_engine = create_engine("sqlite3")
                postgres_engine = create_engine("psycopg2")
    
                self.sqlite_store = Store(sqlite_db_pool, sqlite_engine)
                self.postgres_store = Store(postgres_db_pool, postgres_engine)
    
    
                yield self.postgres_store.execute(
                    postgres_engine.check_database
                )
    
    
                self.progress.set_state("Preparing SQLite3")
    
                self.progress.set_state("Preparing PostgreSQL")
    
                self.setup_db(postgres_config, postgres_engine)
    
                # Step 2. Get tables.
    
                self.progress.set_state("Fetching tables")
    
                sqlite_tables = yield self.sqlite_store._simple_select_onecol(
                    table="sqlite_master",
                    keyvalues={
                        "type": "table",
                    },
                    retcol="name",
                )
    
                postgres_tables = yield self.postgres_store._simple_select_onecol(
                    table="information_schema.tables",
                    keyvalues={
                        "table_schema": "public",
                    },
                    retcol="distinct table_name",
                )
    
                tables = set(sqlite_tables) & set(postgres_tables)
    
    
                self.progress.set_state("Creating tables")
    
    
                logger.info("Found %d tables", len(tables))
    
                def create_port_table(txn):
                    txn.execute(
                        "CREATE TABLE port_from_sqlite3 ("
                        " table_name varchar(100) NOT NULL UNIQUE,"
                        " rowid bigint NOT NULL"
                        ")"
                    )
    
                try:
                    yield self.postgres_store.runInteraction(
                        "create_port_table", create_port_table
                    )
                except Exception as e:
                    logger.info("Failed to create port table: %s", e)
    
    
    
                # Set up tables.
                setup_res = yield defer.gatherResults(
    
                        self.setup_table(table)
    
                        for table in tables
                        if table not in ["schema_version", "applied_schema_deltas"]
                        and not table.startswith("sqlite_")
                    ],
                    consumeErrors=True,
                )
    
    
                # Process tables.
                yield defer.gatherResults(
                    [
                        self.handle_table(*res)
                        for res in setup_res
                    ],
                    consumeErrors=True,
                )
    
    
                self.progress.done()
            except:
                global end_error_exec_info
                end_error_exec_info = sys.exc_info()
                logger.exception("")
            finally:
                reactor.stop()
    
        def _convert_rows(self, table, headers, rows):
            bool_col_names = BOOLEAN_COLUMNS.get(table, [])
    
            bool_cols = [
                i for i, h in enumerate(headers) if h in bool_col_names
            ]
    
            def conv(j, col):
                if j in bool_cols:
                    return bool(col)
                return col
    
            for i, row in enumerate(rows):
                rows[i] = tuple(
    
                    for j, col in enumerate(row)
                    if j > 0
                )
    
        @defer.inlineCallbacks
        def _setup_sent_transactions(self):
            # Only save things from the last day
            yesterday = int(time.time()*1000) - 86400000
    
            # And save the max transaction id from each destination
            select = (
                "SELECT rowid, * FROM sent_transactions WHERE rowid IN ("
                "SELECT max(rowid) FROM sent_transactions"
                " GROUP BY destination"
                ")"
            )
    
            def r(txn):
                txn.execute(select)
                rows = txn.fetchall()
                headers = [column[0] for column in txn.description]
    
                ts_ind = headers.index('ts')
    
                return headers, [r for r in rows if r[ts_ind] < yesterday]
    
            headers, rows = yield self.sqlite_store.runInteraction(
                "select", r,
            )
    
            self._convert_rows("sent_transactions", headers, rows)
    
            inserted_rows = len(rows)
            max_inserted_rowid = max(r[0] for r in rows)
    
            def insert(txn):
                self.postgres_store.insert_many_txn(
                    txn, "sent_transactions", headers[1:], rows
                )
    
            yield self.postgres_store.execute(insert)
    
            def get_start_id(txn):
                txn.execute(
                    "SELECT rowid FROM sent_transactions WHERE ts >= ?"
                    " ORDER BY rowid ASC LIMIT 1",
                    (yesterday,)
                )
    
                rows = txn.fetchall()
                if rows:
                    return rows[0][0]
                else:
                    return 1
    
            next_chunk = yield self.sqlite_store.execute(get_start_id)
            next_chunk = max(max_inserted_rowid + 1, next_chunk)
    
            yield self.postgres_store._simple_insert(
                table="port_from_sqlite3",
                values={"table_name": "sent_transactions", "rowid": next_chunk}
            )
    
            def get_sent_table_size(txn):
                txn.execute(
                    "SELECT count(*) FROM sent_transactions"
                    " WHERE ts >= ?",
                    (yesterday,)
                )
                size, = txn.fetchone()
                return int(size)
    
            remaining_count = yield self.sqlite_store.execute(
                get_sent_table_size
            )
    
            total_count = remaining_count + inserted_rows
    
    
            defer.returnValue((next_chunk, inserted_rows, total_count))
    
    
        @defer.inlineCallbacks
        def _get_remaining_count_to_port(self, table, next_chunk):
            rows = yield self.sqlite_store.execute_sql(
                "SELECT count(*) FROM %s WHERE rowid >= ?" % (table,),
                next_chunk,
            )
    
            defer.returnValue(rows[0][0])
    
        @defer.inlineCallbacks
        def _get_already_ported_count(self, table):
            rows = yield self.postgres_store.execute_sql(
                "SELECT count(*) FROM %s" % (table,),
            )
    
            defer.returnValue(rows[0][0])
    
        @defer.inlineCallbacks
        def _get_total_count_to_port(self, table, next_chunk):
            remaining, done = yield defer.gatherResults(
                [
                    self._get_remaining_count_to_port(table, next_chunk),
                    self._get_already_ported_count(table),
                ],
                consumeErrors=True,
            )
    
            remaining = int(remaining) if remaining else 0
            done = int(done) if done else 0
    
            defer.returnValue((done, remaining + done))
    
    
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    ##############################################
    ###### The following is simply UI stuff ######
    ##############################################
    
    
    class Progress(object):
        """Used to report progress of the port
        """
        def __init__(self):
            self.tables = {}
    
            self.start_time = int(time.time())
    
        def add_table(self, table, cur, size):
            self.tables[table] = {
                "start": cur,
                "num_done": cur,
                "total": size,
                "perc": int(cur * 100 / size),
            }
    
        def update(self, table, num_done):
            data = self.tables[table]
            data["num_done"] = num_done
            data["perc"] = int(num_done * 100 / data["total"])
    
        def done(self):
            pass
    
    
    class CursesProgress(Progress):
        """Reports progress to a curses window
        """
        def __init__(self, stdscr):
            self.stdscr = stdscr
    
            curses.use_default_colors()
            curses.curs_set(0)
    
            curses.init_pair(1, curses.COLOR_RED, -1)
            curses.init_pair(2, curses.COLOR_GREEN, -1)
    
            self.last_update = 0
    
            self.finished = False
    
    
            self.total_processed = 0
            self.total_remaining = 0
    
    
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            super(CursesProgress, self).__init__()
    
        def update(self, table, num_done):
            super(CursesProgress, self).update(table, num_done)
    
    
            self.total_processed = 0
            self.total_remaining = 0
            for table, data in self.tables.items():
                self.total_processed += data["num_done"] - data["start"]
                self.total_remaining += data["total"] - data["num_done"]
    
    
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            self.render()
    
        def render(self, force=False):
            now = time.time()
    
            if not force and now - self.last_update < 0.2:
                # reactor.callLater(1, self.render)
                return
    
            self.stdscr.clear()
    
            rows, cols = self.stdscr.getmaxyx()
    
            duration = int(now) - int(self.start_time)
    
            minutes, seconds = divmod(duration, 60)
            duration_str = '%02dm %02ds' % (minutes, seconds,)
    
            if self.finished:
                status = "Time spent: %s (Done!)" % (duration_str,)
            else:
    
    
                if self.total_processed > 0:
                    left = float(self.total_remaining) / self.total_processed
    
                    est_remaining = (int(now) - self.start_time) * left
    
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                    est_remaining_str = '%02dm %02ds remaining' % divmod(est_remaining, 60)
                else:
                    est_remaining_str = "Unknown"
                status = (
                    "Time spent: %s (est. remaining: %s)"
                    % (duration_str, est_remaining_str,)
                )
    
            self.stdscr.addstr(
                0, 0,
                status,
                curses.A_BOLD,
            )
    
            max_len = max([len(t) for t in self.tables.keys()])
    
            left_margin = 5
            middle_space = 1
    
            items = self.tables.items()
            items.sort(
                key=lambda i: (i[1]["perc"], i[0]),
            )
    
            for i, (table, data) in enumerate(items):
                if i + 2 >= rows:
                    break
    
                perc = data["perc"]
    
                color = curses.color_pair(2) if perc == 100 else curses.color_pair(1)
    
                self.stdscr.addstr(
                    i+2, left_margin + max_len - len(table),
                    table,
                    curses.A_BOLD | color,
                )
    
                size = 20
    
                progress = "[%s%s]" % (
                    "#" * int(perc*size/100),
                    " " * (size - int(perc*size/100)),
                )
    
                self.stdscr.addstr(
                    i+2, left_margin + max_len + middle_space,
                    "%s %3d%% (%d/%d)" % (progress, perc, data["num_done"], data["total"]),
                )
    
            if self.finished:
                self.stdscr.addstr(
    
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                    rows-1, 0,
    
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                    "Press any key to exit...",
                )
    
            self.stdscr.refresh()
            self.last_update = time.time()
    
        def done(self):
            self.finished = True
            self.render(True)
            self.stdscr.getch()
    
        def set_state(self, state):
            self.stdscr.clear()
            self.stdscr.addstr(
                0, 0,
                state + "...",
                curses.A_BOLD,
            )
            self.stdscr.refresh()
    
    
    class TerminalProgress(Progress):
        """Just prints progress to the terminal
        """
        def update(self, table, num_done):
            super(TerminalProgress, self).update(table, num_done)
    
            data = self.tables[table]
    
            print "%s: %d%% (%d/%d)" % (
                table, data["perc"],
                data["num_done"], data["total"],
            )
    
        def set_state(self, state):
            print state + "..."
    
    
    ##############################################
    ##############################################
    
    
    
    if __name__ == "__main__":
    
        parser = argparse.ArgumentParser(
            description="A script to port an existing synapse SQLite database to"
                        " a new PostgreSQL database."
        )
    
            "--sqlite-database", required=True,
            help="The snapshot of the SQLite database file. This must not be"
                 " currently used by a running synapse server"
        )
        parser.add_argument(
            "--postgres-config", type=argparse.FileType('r'), required=True,
            help="The database config file for the PostgreSQL database"
        )
        parser.add_argument(
            "--curses", action='store_true',
            help="display a curses based progress UI"
    
        parser.add_argument(
            "--batch-size", type=int, default=1000,
            help="The number of rows to select from the SQLite table each"
                 " iteration [default=1000]",
        )
    
        args = parser.parse_args()
    
    
        logging_config = {
            "level": logging.DEBUG if args.v else logging.INFO,
            "format": "%(asctime)s - %(name)s - %(lineno)d - %(levelname)s - %(message)s"
        }
    
        if args.curses:
            logging_config["filename"] = "port-synapse.log"
    
        logging.basicConfig(**logging_config)
    
    
        sqlite_config = {
            "name": "sqlite3",
            "args": {
                "database": args.sqlite_database,
                "cp_min": 1,
                "cp_max": 1,
                "check_same_thread": False,
            },
        }
    
    
        postgres_config = yaml.safe_load(args.postgres_config)
    
        if "database" in postgres_config:
            postgres_config = postgres_config["database"]
    
    
        if "name" not in postgres_config:
            sys.stderr.write("Malformed database config: no 'name'")
            sys.exit(2)
        if postgres_config["name"] != "psycopg2":
            sys.stderr.write("Database must use 'psycopg2' connector.")
            sys.exit(3)
    
    
        def start(stdscr=None):
            if stdscr:
                progress = CursesProgress(stdscr)
            else:
                progress = TerminalProgress()
    
            porter = Porter(
                sqlite_config=sqlite_config,
                postgres_config=postgres_config,
                progress=progress,
                batch_size=args.batch_size,
            )
    
            reactor.callWhenRunning(porter.run)
    
            reactor.run()
    
        if args.curses:
            curses.wrapper(start)
        else:
            start()
    
        if end_error_exec_info:
            exc_type, exc_value, exc_traceback = end_error_exec_info
            traceback.print_exception(exc_type, exc_value, exc_traceback)