MatrixSynapse/synapse/util/ratelimitutils.py

# Copyright 2015, 2016 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.

import collections
import contextlib
import logging
import typing
from typing import Any, DefaultDict, Iterator, List, Set

from prometheus_client.core import Counter

from twisted.internet import defer

from synapse.api.errors import LimitExceededError
from synapse.config.ratelimiting import FederationRatelimitSettings
from synapse.logging.context import (
    PreserveLoggingContext,
    make_deferred_yieldable,
    run_in_background,
)
from synapse.logging.opentracing import start_active_span
from synapse.metrics import Histogram, LaterGauge
from synapse.util import Clock

if typing.TYPE_CHECKING:
    from contextlib import _GeneratorContextManager

logger = logging.getLogger(__name__)


# Track how much the ratelimiter is affecting requests
rate_limit_sleep_counter = Counter("synapse_rate_limit_sleep", "")
rate_limit_reject_counter = Counter("synapse_rate_limit_reject", "")
queue_wait_timer = Histogram(
    "synapse_rate_limit_queue_wait_time_seconds",
    "sec",
    [],
    buckets=(
        0.005,
        0.01,
        0.025,
        0.05,
        0.1,
        0.25,
        0.5,
        0.75,
        1.0,
        2.5,
        5.0,
        10.0,
        20.0,
        "+Inf",
    ),
)


class FederationRateLimiter:
    def __init__(self, clock: Clock, config: FederationRatelimitSettings):
        def new_limiter() -> "_PerHostRatelimiter":
            return _PerHostRatelimiter(clock=clock, config=config)

        self.ratelimiters: DefaultDict[
            str, "_PerHostRatelimiter"
        ] = collections.defaultdict(new_limiter)

        # We track the number of affected hosts per time-period so we can
        # differentiate one really noisy homeserver from a general
        # ratelimit tuning problem across the federation.
        LaterGauge(
            "synapse_rate_limit_sleep_affected_hosts",
            "Number of hosts that had requests put to sleep",
            [],
            lambda: sum(
                ratelimiter.should_sleep() for ratelimiter in self.ratelimiters.values()
            ),
        )
        LaterGauge(
            "synapse_rate_limit_reject_affected_hosts",
            "Number of hosts that had requests rejected",
            [],
            lambda: sum(
                ratelimiter.should_reject()
                for ratelimiter in self.ratelimiters.values()
            ),
        )

    def ratelimit(self, host: str) -> "_GeneratorContextManager[defer.Deferred[None]]":
        """Used to ratelimit an incoming request from a given host

        Example usage:

            with rate_limiter.ratelimit(origin) as wait_deferred:
                yield wait_deferred
                # Handle request ...

        Args:
            host (str): Origin of incoming request.

        Returns:
            context manager which returns a deferred.
        """
        return self.ratelimiters[host].ratelimit(host)


class _PerHostRatelimiter:
    def __init__(self, clock: Clock, config: FederationRatelimitSettings):
        """
        Args:
            clock
            config
        """
        self.clock = clock

        self.window_size = config.window_size
        self.sleep_limit = config.sleep_limit
        self.sleep_sec = config.sleep_delay / 1000.0
        self.reject_limit = config.reject_limit
        self.concurrent_requests = config.concurrent

        # request_id objects for requests which have been slept
        self.sleeping_requests: Set[object] = set()

        # map from request_id object to Deferred for requests which are ready
        # for processing but have been queued
        self.ready_request_queue: collections.OrderedDict[
            object, defer.Deferred[None]
        ] = collections.OrderedDict()

        # request id objects for requests which are in progress
        self.current_processing: Set[object] = set()

        # times at which we have recently (within the last window_size ms)
        # received requests.
        self.request_times: List[int] = []

    @contextlib.contextmanager
    def ratelimit(self, host: str) -> "Iterator[defer.Deferred[None]]":
        # `contextlib.contextmanager` takes a generator and turns it into a
        # context manager. The generator should only yield once with a value
        # to be returned by manager.
        # Exceptions will be reraised at the yield.

        self.host = host

        request_id = object()
        # Ideally we'd use `Deferred.fromCoroutine()` here, to save on redundant
        # type-checking, but we'd need Twisted >= 21.2.
        ret = defer.ensureDeferred(self._on_enter_with_tracing(request_id))
        try:
            yield ret
        finally:
            self._on_exit(request_id)

    def should_reject(self) -> bool:
        """
        Whether to reject the request if we already have too many queued up
        (either sleeping or in the ready queue).
        """
        queue_size = len(self.ready_request_queue) + len(self.sleeping_requests)
        return queue_size > self.reject_limit

    def should_sleep(self) -> bool:
        """
        Whether to sleep the request if we already have too many requests coming
        through within the window.
        """
        return len(self.request_times) > self.sleep_limit

    async def _on_enter_with_tracing(self, request_id: object) -> None:
        with start_active_span("ratelimit wait"), queue_wait_timer.time():
            await self._on_enter(request_id)

    def _on_enter(self, request_id: object) -> "defer.Deferred[None]":
        time_now = self.clock.time_msec()

        # remove any entries from request_times which aren't within the window
        self.request_times[:] = [
            r for r in self.request_times if time_now - r < self.window_size
        ]

        # reject the request if we already have too many queued up (either
        # sleeping or in the ready queue).
        if self.should_reject():
            logger.debug("Ratelimiter(%s): rejecting request", self.host)
            rate_limit_reject_counter.inc()
            raise LimitExceededError(
                retry_after_ms=int(self.window_size / self.sleep_limit)
            )

        self.request_times.append(time_now)

        def queue_request() -> "defer.Deferred[None]":
            if len(self.current_processing) >= self.concurrent_requests:
                queue_defer: defer.Deferred[None] = defer.Deferred()
                self.ready_request_queue[request_id] = queue_defer
                logger.info(
                    "Ratelimiter(%s): queueing request (queue now %i items)",
                    self.host,
                    len(self.ready_request_queue),
                )

                return queue_defer
            else:
                return defer.succeed(None)

        logger.debug(
            "Ratelimit(%s) [%s]: len(self.request_times)=%d",
            self.host,
            id(request_id),
            len(self.request_times),
        )

        if self.should_sleep():
            logger.debug(
                "Ratelimiter(%s) [%s]: sleeping request for %f sec",
                self.host,
                id(request_id),
                self.sleep_sec,
            )
            rate_limit_sleep_counter.inc()
            ret_defer = run_in_background(self.clock.sleep, self.sleep_sec)

            self.sleeping_requests.add(request_id)

            def on_wait_finished(_: Any) -> "defer.Deferred[None]":
                logger.debug(
                    "Ratelimit(%s) [%s]: Finished sleeping", self.host, id(request_id)
                )
                self.sleeping_requests.discard(request_id)
                queue_defer = queue_request()
                return queue_defer

            ret_defer.addBoth(on_wait_finished)
        else:
            ret_defer = queue_request()

        def on_start(r: object) -> object:
            logger.debug(
                "Ratelimit(%s) [%s]: Processing req", self.host, id(request_id)
            )
            self.current_processing.add(request_id)
            return r

        def on_err(r: object) -> object:
            # XXX: why is this necessary? this is called before we start
            # processing the request so why would the request be in
            # current_processing?
            self.current_processing.discard(request_id)
            return r

        def on_both(r: object) -> object:
            # Ensure that we've properly cleaned up.
            self.sleeping_requests.discard(request_id)
            self.ready_request_queue.pop(request_id, None)
            return r

        ret_defer.addCallbacks(on_start, on_err)
        ret_defer.addBoth(on_both)
        return make_deferred_yieldable(ret_defer)

    def _on_exit(self, request_id: object) -> None:
        logger.debug("Ratelimit(%s) [%s]: Processed req", self.host, id(request_id))
        self.current_processing.discard(request_id)
        try:
            # start processing the next item on the queue.
            _, deferred = self.ready_request_queue.popitem(last=False)

            with PreserveLoggingContext():
                deferred.callback(None)
        except KeyError:
            pass