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Encode JSON responses on a thread in C, mk2 (#10905)
Currently we use `JsonEncoder.iterencode` to write JSON responses, which ensures that we don't block the main reactor thread when encoding huge objects. The downside to this is that `iterencode` falls back to using a pure Python encoder that is *much* less efficient and can easily burn a lot of CPU for huge responses. To fix this, while still ensuring we don't block the reactor loop, we encode the JSON on a threadpool using the standard `JsonEncoder.encode` functions, which is backed by a C library. Doing so, however, requires `respond_with_json` to have access to the reactor, which it previously didn't. There are two ways of doing this: 1. threading through the reactor object, which is a bit fiddly as e.g. `DirectServeJsonResource` doesn't currently take a reactor, but is exposed to modules and so is a PITA to change; or 2. expose the reactor in `SynapseRequest`, which requires updating a bunch of servlet types. I went with the latter as that is just a mechanical change, and I think makes sense as a request already has a reactor associated with it (via its http channel).
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4 changed files with 76 additions and 18 deletions
1
changelog.d/10905.feature
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1
changelog.d/10905.feature
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Speed up responding with large JSON objects to requests.
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@ -21,7 +21,6 @@ import types
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import urllib
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from http import HTTPStatus
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from inspect import isawaitable
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from io import BytesIO
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from typing import (
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Any,
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Awaitable,
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@ -37,7 +36,7 @@ from typing import (
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)
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import jinja2
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from canonicaljson import iterencode_canonical_json
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from canonicaljson import encode_canonical_json
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from typing_extensions import Protocol
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from zope.interface import implementer
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@ -45,7 +44,7 @@ from twisted.internet import defer, interfaces
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from twisted.python import failure
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from twisted.web import resource
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from twisted.web.server import NOT_DONE_YET, Request
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from twisted.web.static import File, NoRangeStaticProducer
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from twisted.web.static import File
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from twisted.web.util import redirectTo
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from synapse.api.errors import (
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@ -56,10 +55,11 @@ from synapse.api.errors import (
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UnrecognizedRequestError,
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)
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from synapse.http.site import SynapseRequest
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from synapse.logging.context import preserve_fn
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from synapse.logging.context import defer_to_thread, preserve_fn, run_in_background
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from synapse.logging.opentracing import trace_servlet
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from synapse.util import json_encoder
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from synapse.util.caches import intern_dict
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from synapse.util.iterutils import chunk_seq
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logger = logging.getLogger(__name__)
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@ -620,12 +620,11 @@ class _ByteProducer:
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self._request = None
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def _encode_json_bytes(json_object: Any) -> Iterator[bytes]:
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def _encode_json_bytes(json_object: Any) -> bytes:
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"""
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Encode an object into JSON. Returns an iterator of bytes.
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"""
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for chunk in json_encoder.iterencode(json_object):
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yield chunk.encode("utf-8")
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return json_encoder.encode(json_object).encode("utf-8")
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def respond_with_json(
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@ -659,7 +658,7 @@ def respond_with_json(
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return None
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if canonical_json:
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encoder = iterencode_canonical_json
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encoder = encode_canonical_json
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else:
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encoder = _encode_json_bytes
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@ -670,7 +669,9 @@ def respond_with_json(
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if send_cors:
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set_cors_headers(request)
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_ByteProducer(request, encoder(json_object))
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run_in_background(
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_async_write_json_to_request_in_thread, request, encoder, json_object
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)
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return NOT_DONE_YET
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@ -706,15 +707,56 @@ def respond_with_json_bytes(
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if send_cors:
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set_cors_headers(request)
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# note that this is zero-copy (the bytesio shares a copy-on-write buffer with
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# the original `bytes`).
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bytes_io = BytesIO(json_bytes)
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producer = NoRangeStaticProducer(request, bytes_io)
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producer.start()
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_write_bytes_to_request(request, json_bytes)
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return NOT_DONE_YET
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async def _async_write_json_to_request_in_thread(
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request: SynapseRequest,
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json_encoder: Callable[[Any], bytes],
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json_object: Any,
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):
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"""Encodes the given JSON object on a thread and then writes it to the
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request.
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This is done so that encoding large JSON objects doesn't block the reactor
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thread.
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Note: We don't use JsonEncoder.iterencode here as that falls back to the
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Python implementation (rather than the C backend), which is *much* more
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expensive.
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"""
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json_str = await defer_to_thread(request.reactor, json_encoder, json_object)
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_write_bytes_to_request(request, json_str)
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def _write_bytes_to_request(request: Request, bytes_to_write: bytes) -> None:
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"""Writes the bytes to the request using an appropriate producer.
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Note: This should be used instead of `Request.write` to correctly handle
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large response bodies.
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"""
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# The problem with dumping all of the response into the `Request` object at
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# once (via `Request.write`) is that doing so starts the timeout for the
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# next request to be received: so if it takes longer than 60s to stream back
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# the response to the client, the client never gets it.
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#
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# The correct solution is to use a Producer; then the timeout is only
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# started once all of the content is sent over the TCP connection.
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# To make sure we don't write all of the bytes at once we split it up into
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# chunks.
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chunk_size = 4096
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bytes_generator = chunk_seq(bytes_to_write, chunk_size)
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# We use a `_ByteProducer` here rather than `NoRangeStaticProducer` as the
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# unit tests can't cope with being given a pull producer.
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_ByteProducer(request, bytes_generator)
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def set_cors_headers(request: Request):
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"""Set the CORS headers so that javascript running in a web browsers can
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use this API
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@ -184,7 +184,7 @@ class EmailPusher(Pusher):
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should_notify_at = max(notif_ready_at, room_ready_at)
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if should_notify_at < self.clock.time_msec():
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if should_notify_at <= self.clock.time_msec():
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# one of our notifications is ready for sending, so we send
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# *one* email updating the user on their notifications,
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# we then consider all previously outstanding notifications
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@ -21,13 +21,28 @@ from typing import (
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Iterable,
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Iterator,
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Mapping,
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Sequence,
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Set,
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Sized,
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Tuple,
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TypeVar,
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)
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from typing_extensions import Protocol
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T = TypeVar("T")
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S = TypeVar("S", bound="_SelfSlice")
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class _SelfSlice(Sized, Protocol):
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"""A helper protocol that matches types where taking a slice results in the
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same type being returned.
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This is more specific than `Sequence`, which allows another `Sequence` to be
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returned.
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"""
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def __getitem__(self: S, i: slice) -> S:
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...
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def batch_iter(iterable: Iterable[T], size: int) -> Iterator[Tuple[T, ...]]:
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@ -46,7 +61,7 @@ def batch_iter(iterable: Iterable[T], size: int) -> Iterator[Tuple[T, ...]]:
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return iter(lambda: tuple(islice(sourceiter, size)), ())
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def chunk_seq(iseq: Sequence[T], maxlen: int) -> Iterable[Sequence[T]]:
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def chunk_seq(iseq: S, maxlen: int) -> Iterator[S]:
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"""Split the given sequence into chunks of the given size
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The last chunk may be shorter than the given size.
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