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tcp.py
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tcp.py
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import ctypes
import errno
import functools
import logging
import socket
import struct
import sys
import weakref
from ssl import SSLCertVerificationError, SSLError
from tornado import gen
try:
import ssl
except ImportError:
ssl = None # type: ignore
from tlz import sliding_window
from tornado import netutil
from tornado.iostream import StreamClosedError
from tornado.tcpclient import TCPClient
from tornado.tcpserver import TCPServer
import dask
from dask.utils import parse_timedelta
from ..protocol.utils import pack_frames_prelude, unpack_frames
from ..system import MEMORY_LIMIT
from ..threadpoolexecutor import ThreadPoolExecutor
from ..utils import ensure_ip, get_ip, get_ipv6, nbytes
from .addressing import parse_host_port, unparse_host_port
from .core import Comm, CommClosedError, Connector, FatalCommClosedError, Listener
from .registry import Backend, backends
from .utils import ensure_concrete_host, from_frames, get_tcp_server_address, to_frames
logger = logging.getLogger(__name__)
C_INT_MAX = 256 ** ctypes.sizeof(ctypes.c_int) // 2 - 1
MAX_BUFFER_SIZE = MEMORY_LIMIT / 2
def set_tcp_timeout(comm):
"""
Set kernel-level TCP timeout on the stream.
"""
if comm.closed():
return
timeout = dask.config.get("distributed.comm.timeouts.tcp")
timeout = int(parse_timedelta(timeout, default="seconds"))
sock = comm.socket
# Default (unsettable) value on Windows
# https://msdn.microsoft.com/en-us/library/windows/desktop/dd877220(v=vs.85).aspx
nprobes = 10
assert timeout >= nprobes + 1, "Timeout too low"
idle = max(2, timeout // 4)
interval = max(1, (timeout - idle) // nprobes)
idle = timeout - interval * nprobes
assert idle > 0
try:
if sys.platform.startswith("win"):
logger.debug("Setting TCP keepalive: idle=%d, interval=%d", idle, interval)
sock.ioctl(socket.SIO_KEEPALIVE_VALS, (1, idle * 1000, interval * 1000))
else:
sock.setsockopt(socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1)
try:
TCP_KEEPIDLE = socket.TCP_KEEPIDLE
TCP_KEEPINTVL = socket.TCP_KEEPINTVL
TCP_KEEPCNT = socket.TCP_KEEPCNT
except AttributeError:
if sys.platform == "darwin":
TCP_KEEPIDLE = 0x10 # (named "TCP_KEEPALIVE" in C)
TCP_KEEPINTVL = 0x101
TCP_KEEPCNT = 0x102
else:
TCP_KEEPIDLE = None
if TCP_KEEPIDLE is not None:
logger.debug(
"Setting TCP keepalive: nprobes=%d, idle=%d, interval=%d",
nprobes,
idle,
interval,
)
sock.setsockopt(socket.SOL_TCP, TCP_KEEPCNT, nprobes)
sock.setsockopt(socket.SOL_TCP, TCP_KEEPIDLE, idle)
sock.setsockopt(socket.SOL_TCP, TCP_KEEPINTVL, interval)
if sys.platform.startswith("linux"):
logger.debug("Setting TCP user timeout: %d ms", timeout * 1000)
TCP_USER_TIMEOUT = 18 # since Linux 2.6.37
sock.setsockopt(socket.SOL_TCP, TCP_USER_TIMEOUT, timeout * 1000)
except OSError as e:
logger.warning("Could not set timeout on TCP stream: %s", e)
def get_stream_address(comm):
"""
Get a stream's local address.
"""
if comm.closed():
return "<closed>"
try:
return unparse_host_port(*comm.socket.getsockname()[:2])
except OSError:
# Probably EBADF
return "<closed>"
def convert_stream_closed_error(obj, exc):
"""
Re-raise StreamClosedError as CommClosedError.
"""
if exc.real_error is not None:
# The stream was closed because of an underlying OS error
exc = exc.real_error
if ssl and isinstance(exc, ssl.SSLError):
if "UNKNOWN_CA" in exc.reason:
raise FatalCommClosedError(f"in {obj}: {exc.__class__.__name__}: {exc}")
raise CommClosedError(f"in {obj}: {exc.__class__.__name__}: {exc}") from exc
else:
raise CommClosedError(f"in {obj}: {exc}") from exc
def _close_comm(ref):
"""Callback to close Dask Comm when Tornado Stream closes
Parameters
----------
ref: weak reference to a Dask comm
"""
comm = ref()
if comm:
comm._closed = True
class TCP(Comm):
"""
An established communication based on an underlying Tornado IOStream.
"""
max_shard_size = dask.utils.parse_bytes(dask.config.get("distributed.comm.shard"))
def __init__(
self,
stream,
local_addr: str,
peer_addr: str,
deserialize: bool = True,
):
self._closed = False
super().__init__()
self._local_addr = local_addr
self._peer_addr = peer_addr
self.stream = stream
self.deserialize = deserialize
self._finalizer = weakref.finalize(self, self._get_finalizer())
self._finalizer.atexit = False
self._extra: dict = {}
ref = weakref.ref(self)
stream.set_close_callback(functools.partial(_close_comm, ref))
stream.set_nodelay(True)
set_tcp_timeout(stream)
self._read_extra()
def _read_extra(self):
pass
def _get_finalizer(self):
def finalize(stream=self.stream, r=repr(self)):
# stream is None if a StreamClosedError is raised during interpreter
# shutdown
if stream is not None and not stream.closed():
logger.warning(f"Closing dangling stream in {r}")
stream.close()
return finalize
@property
def local_address(self) -> str:
return self._local_addr
@property
def peer_address(self) -> str:
return self._peer_addr
async def read(self, deserializers=None):
stream = self.stream
if stream is None:
raise CommClosedError()
fmt = "Q"
fmt_size = struct.calcsize(fmt)
try:
frames_nbytes = await stream.read_bytes(fmt_size)
(frames_nbytes,) = struct.unpack(fmt, frames_nbytes)
frames = memoryview(bytearray(frames_nbytes))
# Workaround for OpenSSL 1.0.2 (can drop with OpenSSL 1.1.1)
for i, j in sliding_window(
2, range(0, frames_nbytes + C_INT_MAX, C_INT_MAX)
):
chunk = frames[i:j]
chunk_nbytes = len(chunk)
n = await stream.read_into(chunk)
assert n == chunk_nbytes, (n, chunk_nbytes)
except StreamClosedError as e:
self.stream = None
self._closed = True
if not sys.is_finalizing():
convert_stream_closed_error(self, e)
except Exception:
# Some OSError or a another "low-level" exception. We do not really know what
# was already read from the underlying socket, so it is not even safe to retry
# here using the same stream. The only safe thing to do is to abort.
# (See also GitHub #4133).
self.abort()
raise
else:
try:
frames = unpack_frames(frames)
msg = await from_frames(
frames,
deserialize=self.deserialize,
deserializers=deserializers,
allow_offload=self.allow_offload,
)
except EOFError:
# Frames possibly garbled or truncated by communication error
self.abort()
raise CommClosedError("aborted stream on truncated data")
return msg
async def write(self, msg, serializers=None, on_error="message"):
stream = self.stream
if stream is None:
raise CommClosedError()
frames = await to_frames(
msg,
allow_offload=self.allow_offload,
serializers=serializers,
on_error=on_error,
context={
"sender": self.local_info,
"recipient": self.remote_info,
**self.handshake_options,
},
frame_split_size=self.max_shard_size,
)
frames_nbytes = [nbytes(f) for f in frames]
frames_nbytes_total = sum(frames_nbytes)
header = pack_frames_prelude(frames)
header = struct.pack("Q", nbytes(header) + frames_nbytes_total) + header
frames = [header, *frames]
frames_nbytes = [nbytes(header), *frames_nbytes]
frames_nbytes_total += frames_nbytes[0]
if frames_nbytes_total < 2 ** 17: # 128kiB
# small enough, send in one go
frames = [b"".join(frames)]
frames_nbytes = [frames_nbytes_total]
try:
# trick to enque all frames for writing beforehand
for each_frame_nbytes, each_frame in zip(frames_nbytes, frames):
if each_frame_nbytes:
if stream._write_buffer is None:
raise StreamClosedError()
if isinstance(each_frame, memoryview):
# Make sure that `len(data) == data.nbytes`
# See <https://github.com/tornadoweb/tornado/pull/2996>
each_frame = memoryview(each_frame).cast("B")
stream._write_buffer.append(each_frame)
stream._total_write_index += each_frame_nbytes
# start writing frames
stream.write(b"")
except StreamClosedError as e:
self.stream = None
self._closed = True
if not sys.is_finalizing():
convert_stream_closed_error(self, e)
except Exception:
# Some OSError or a another "low-level" exception. We do not really know
# what was already written to the underlying socket, so it is not even safe
# to retry here using the same stream. The only safe thing to do is to
# abort. (See also GitHub #4133).
self.abort()
raise
return frames_nbytes_total
@gen.coroutine
def close(self):
# We use gen.coroutine here rather than async def to avoid errors like
# Task was destroyed but it is pending!
# Triggered by distributed.deploy.tests.test_local::test_silent_startup
stream, self.stream = self.stream, None
self._closed = True
if stream is not None and not stream.closed():
try:
# Flush the stream's write buffer by waiting for a last write.
if stream.writing():
yield stream.write(b"")
stream.socket.shutdown(socket.SHUT_RDWR)
except OSError:
pass
finally:
self._finalizer.detach()
stream.close()
def abort(self):
stream, self.stream = self.stream, None
self._closed = True
if stream is not None and not stream.closed():
self._finalizer.detach()
stream.close()
def closed(self):
return self._closed
@property
def extra_info(self):
return self._extra
class TLS(TCP):
"""
A TLS-specific version of TCP.
"""
# Workaround for OpenSSL 1.0.2 (can drop with OpenSSL 1.1.1)
max_shard_size = min(C_INT_MAX, TCP.max_shard_size)
def _read_extra(self):
TCP._read_extra(self)
sock = self.stream.socket
if sock is not None:
self._extra.update(peercert=sock.getpeercert(), cipher=sock.cipher())
cipher, proto, bits = self._extra["cipher"]
logger.debug(
"TLS connection with %r: protocol=%s, cipher=%s, bits=%d",
self._peer_addr,
proto,
cipher,
bits,
)
def _expect_tls_context(connection_args):
ctx = connection_args.get("ssl_context")
if not isinstance(ctx, ssl.SSLContext):
raise TypeError(
"TLS expects a `ssl_context` argument of type "
"ssl.SSLContext (perhaps check your TLS configuration?)"
" Instead got %s" % str(ctx)
)
return ctx
class RequireEncryptionMixin:
def _check_encryption(self, address, connection_args):
if not self.encrypted and connection_args.get("require_encryption"):
# XXX Should we have a dedicated SecurityError class?
raise RuntimeError(
"encryption required by Dask configuration, "
"refusing communication from/to %r" % (self.prefix + address,)
)
class BaseTCPConnector(Connector, RequireEncryptionMixin):
_executor = ThreadPoolExecutor(2, thread_name_prefix="TCP-Executor")
_resolver = netutil.ExecutorResolver(close_executor=False, executor=_executor)
client = TCPClient(resolver=_resolver)
async def connect(self, address, deserialize=True, **connection_args):
self._check_encryption(address, connection_args)
ip, port = parse_host_port(address)
kwargs = self._get_connect_args(**connection_args)
try:
stream = await self.client.connect(
ip, port, max_buffer_size=MAX_BUFFER_SIZE, **kwargs
)
# Under certain circumstances tornado will have a closed connnection with an
# error and not raise a StreamClosedError.
#
# This occurs with tornado 5.x and openssl 1.1+
if stream.closed() and stream.error:
raise StreamClosedError(stream.error)
except StreamClosedError as e:
# The socket connect() call failed
convert_stream_closed_error(self, e)
except SSLCertVerificationError as err:
raise FatalCommClosedError(
"TLS certificate does not match. Check your security settings. "
"More info at https://distributed.dask.org/en/latest/tls.html"
) from err
except SSLError as err:
raise FatalCommClosedError() from err
local_address = self.prefix + get_stream_address(stream)
comm = self.comm_class(
stream, local_address, self.prefix + address, deserialize
)
return comm
class TCPConnector(BaseTCPConnector):
prefix = "tcp://"
comm_class = TCP
encrypted = False
def _get_connect_args(self, **connection_args):
return {}
class TLSConnector(BaseTCPConnector):
prefix = "tls://"
comm_class = TLS
encrypted = True
def _get_connect_args(self, **connection_args):
ctx = _expect_tls_context(connection_args)
return {"ssl_options": ctx}
class BaseTCPListener(Listener, RequireEncryptionMixin):
def __init__(
self,
address,
comm_handler,
deserialize=True,
allow_offload=True,
default_host=None,
default_port=0,
**connection_args,
):
self._check_encryption(address, connection_args)
self.ip, self.port = parse_host_port(address, default_port)
self.default_host = default_host
self.comm_handler = comm_handler
self.deserialize = deserialize
self.allow_offload = allow_offload
self.server_args = self._get_server_args(**connection_args)
self.tcp_server = None
self.bound_address = None
async def start(self):
self.tcp_server = TCPServer(max_buffer_size=MAX_BUFFER_SIZE, **self.server_args)
self.tcp_server.handle_stream = self._handle_stream
backlog = int(dask.config.get("distributed.comm.socket-backlog"))
for i in range(5):
try:
# When shuffling data between workers, there can
# really be O(cluster size) connection requests
# on a single worker socket, make sure the backlog
# is large enough not to lose any.
sockets = netutil.bind_sockets(
self.port, address=self.ip, backlog=backlog
)
except OSError as e:
# EADDRINUSE can happen sporadically when trying to bind
# to an ephemeral port
if self.port != 0 or e.errno != errno.EADDRINUSE:
raise
exc = e
else:
self.tcp_server.add_sockets(sockets)
break
else:
raise exc
self.get_host_port() # trigger assignment to self.bound_address
def stop(self):
tcp_server, self.tcp_server = self.tcp_server, None
if tcp_server is not None:
tcp_server.stop()
def _check_started(self):
if self.tcp_server is None:
raise ValueError("invalid operation on non-started TCPListener")
async def _handle_stream(self, stream, address):
address = self.prefix + unparse_host_port(*address[:2])
stream = await self._prepare_stream(stream, address)
if stream is None:
# Preparation failed
return
logger.debug("Incoming connection from %r to %r", address, self.contact_address)
local_address = self.prefix + get_stream_address(stream)
comm = self.comm_class(stream, local_address, address, self.deserialize)
comm.allow_offload = self.allow_offload
try:
await self.on_connection(comm)
except CommClosedError:
logger.info("Connection from %s closed before handshake completed", address)
return
await self.comm_handler(comm)
def get_host_port(self):
"""
The listening address as a (host, port) tuple.
"""
self._check_started()
if self.bound_address is None:
self.bound_address = get_tcp_server_address(self.tcp_server)
# IPv6 getsockname() can return more a 4-len tuple
return self.bound_address[:2]
@property
def listen_address(self):
"""
The listening address as a string.
"""
return self.prefix + unparse_host_port(*self.get_host_port())
@property
def contact_address(self):
"""
The contact address as a string.
"""
host, port = self.get_host_port()
host = ensure_concrete_host(host, default_host=self.default_host)
return self.prefix + unparse_host_port(host, port)
class TCPListener(BaseTCPListener):
prefix = "tcp://"
comm_class = TCP
encrypted = False
def _get_server_args(self, **connection_args):
return {}
async def _prepare_stream(self, stream, address):
return stream
class TLSListener(BaseTCPListener):
prefix = "tls://"
comm_class = TLS
encrypted = True
def _get_server_args(self, **connection_args):
ctx = _expect_tls_context(connection_args)
return {"ssl_options": ctx}
async def _prepare_stream(self, stream, address):
try:
await stream.wait_for_handshake()
except OSError as e:
# The handshake went wrong, log and ignore
logger.warning(
"Listener on %r: TLS handshake failed with remote %r: %s",
self.listen_address,
address,
getattr(e, "real_error", None) or e,
)
else:
return stream
class BaseTCPBackend(Backend):
# I/O
def get_connector(self):
return self._connector_class()
def get_listener(self, loc, handle_comm, deserialize, **connection_args):
return self._listener_class(loc, handle_comm, deserialize, **connection_args)
# Address handling
def get_address_host(self, loc):
return parse_host_port(loc)[0]
def get_address_host_port(self, loc):
return parse_host_port(loc)
def resolve_address(self, loc):
host, port = parse_host_port(loc)
return unparse_host_port(ensure_ip(host), port)
def get_local_address_for(self, loc):
host, port = parse_host_port(loc)
host = ensure_ip(host)
if ":" in host:
local_host = get_ipv6(host)
else:
local_host = get_ip(host)
return unparse_host_port(local_host, None)
class TCPBackend(BaseTCPBackend):
_connector_class = TCPConnector
_listener_class = TCPListener
class TLSBackend(BaseTCPBackend):
_connector_class = TLSConnector
_listener_class = TLSListener
backends["tcp"] = TCPBackend()
backends["tls"] = TLSBackend()