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858 | import asyncio
import os
import socket
import sys
import threading
import weakref
import warnings
import pytest
import dask
from distributed.core import (
pingpong,
Server,
Status,
rpc,
connect,
send_recv,
coerce_to_address,
ConnectionPool,
)
from distributed.protocol.compression import compressions
from distributed.metrics import time
from distributed.protocol import to_serialize
from distributed.utils import get_ip, get_ipv6
from distributed.utils_test import (
gen_cluster,
has_ipv6,
assert_can_connect,
assert_cannot_connect,
assert_can_connect_from_everywhere_4,
assert_can_connect_from_everywhere_4_6,
assert_can_connect_from_everywhere_6,
assert_can_connect_locally_4,
assert_can_connect_locally_6,
tls_security,
captured_logger,
inc,
throws,
)
from distributed.utils_test import loop # noqa F401
EXTERNAL_IP4 = get_ip()
if has_ipv6():
EXTERNAL_IP6 = get_ipv6()
def echo(comm, x):
return x
class CountedObject:
"""
A class which counts the number of live instances.
"""
n_instances = 0
# Use __new__, as __init__ can be bypassed by pickle.
def __new__(cls):
cls.n_instances += 1
obj = object.__new__(cls)
weakref.finalize(obj, cls._finalize)
return obj
@classmethod
def _finalize(cls, *args):
cls.n_instances -= 1
def echo_serialize(comm, x):
return {"result": to_serialize(x)}
def echo_no_serialize(comm, x):
return {"result": x}
def test_server_status_is_always_enum():
"""
Assignments with strings get converted to corresponding Enum variant
"""
server = Server({})
assert isinstance(server.status, Status)
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("ignore")
assert server.status != Status.stopped
server.status = "stopped"
assert isinstance(server.status, Status)
assert server.status == Status.stopped
def test_server_status_assign_non_variant_raises():
server = Server({})
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("ignore")
with pytest.raises(AssertionError):
server.status = "I do not exists"
def test_server_status_compare_non_variant_raises():
server = Server({})
# turn off warnings into error for assertion checking.
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("default")
with pytest.raises(AssertionError):
server.status == "You can't compare with me"
def test_server_status_assign_with_variant_warns():
server = Server({})
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("default")
with pytest.warns(PendingDeprecationWarning):
server.status = "running"
def test_server_status_compare_with_variant_warns():
server = Server({})
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("default")
with pytest.warns(PendingDeprecationWarning):
server.status == "running"
def test_server_status_assign_with_variant_raises_in_tests():
"""That would be the default in user code"""
server = Server({})
with pytest.raises(PendingDeprecationWarning):
server.status = "running"
def test_server_status_compare_with_variant_raises_in_tests():
"""That would be the default in user code"""
server = Server({})
with pytest.raises(PendingDeprecationWarning):
server.status == "running"
def test_server_assign_assign_enum_is_quiet():
"""That would be the default in user code"""
server = Server({})
server.status = Status.running
def test_server_status_compare_enum_is_quiet():
"""That would be the default in user code"""
server = Server({})
server.status == Status.running
def test_server(loop):
"""
Simple Server test.
"""
async def f():
server = Server({"ping": pingpong})
with pytest.raises(ValueError):
server.port
await server.listen(8881)
assert server.port == 8881
assert server.address == ("tcp://%s:8881" % get_ip())
await server
for addr in ("127.0.0.1:8881", "tcp://127.0.0.1:8881", server.address):
comm = await connect(addr)
n = await comm.write({"op": "ping"})
assert isinstance(n, int)
assert 4 <= n <= 1000
response = await comm.read()
assert response == b"pong"
await comm.write({"op": "ping", "close": True})
response = await comm.read()
assert response == b"pong"
await comm.close()
server.stop()
loop.run_sync(f)
def test_server_raises_on_blocked_handlers(loop):
async def f():
server = Server({"ping": pingpong}, blocked_handlers=["ping"])
await server.listen(8881)
comm = await connect(server.address)
await comm.write({"op": "ping"})
msg = await comm.read()
assert "exception" in msg
assert isinstance(msg["exception"], ValueError)
assert "'ping' handler has been explicitly disallowed" in repr(msg["exception"])
await comm.close()
server.stop()
res = loop.run_sync(f)
class MyServer(Server):
default_port = 8756
@pytest.mark.skipif(
sys.version_info < (3, 7),
reason="asynccontextmanager not avaiable before Python 3.7",
)
@pytest.mark.asyncio
async def test_server_listen():
"""
Test various Server.listen() arguments and their effect.
"""
from contextlib import asynccontextmanager
@asynccontextmanager
async def listen_on(cls, *args, **kwargs):
server = cls({})
await server.listen(*args, **kwargs)
try:
yield server
finally:
server.stop()
# Note server.address is the concrete, contactable address
async with listen_on(Server, 7800) as server:
assert server.port == 7800
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4_6(server.port)
async with listen_on(Server) as server:
assert server.port > 0
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4_6(server.port)
async with listen_on(MyServer) as server:
assert server.port == MyServer.default_port
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4_6(server.port)
async with listen_on(Server, ("", 7801)) as server:
assert server.port == 7801
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4_6(server.port)
async with listen_on(Server, "tcp://:7802") as server:
assert server.port == 7802
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4_6(server.port)
# Only IPv4
async with listen_on(Server, ("0.0.0.0", 7810)) as server:
assert server.port == 7810
assert server.address == "tcp://%s:%d" % (EXTERNAL_IP4, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_4(server.port)
async with listen_on(Server, ("127.0.0.1", 7811)) as server:
assert server.port == 7811
assert server.address == "tcp://127.0.0.1:%d" % server.port
await assert_can_connect(server.address)
await assert_can_connect_locally_4(server.port)
async with listen_on(Server, "tcp://127.0.0.1:7812") as server:
assert server.port == 7812
assert server.address == "tcp://127.0.0.1:%d" % server.port
await assert_can_connect(server.address)
await assert_can_connect_locally_4(server.port)
# Only IPv6
if has_ipv6():
async with listen_on(Server, ("::", 7813)) as server:
assert server.port == 7813
assert server.address == "tcp://[%s]:%d" % (EXTERNAL_IP6, server.port)
await assert_can_connect(server.address)
await assert_can_connect_from_everywhere_6(server.port)
async with listen_on(Server, ("::1", 7814)) as server:
assert server.port == 7814
assert server.address == "tcp://[::1]:%d" % server.port
await assert_can_connect(server.address)
await assert_can_connect_locally_6(server.port)
async with listen_on(Server, "tcp://[::1]:7815") as server:
assert server.port == 7815
assert server.address == "tcp://[::1]:%d" % server.port
await assert_can_connect(server.address)
await assert_can_connect_locally_6(server.port)
# TLS
sec = tls_security()
async with listen_on(
Server, "tls://", **sec.get_listen_args("scheduler")
) as server:
assert server.address.startswith("tls://")
await assert_can_connect(server.address, **sec.get_connection_args("client"))
# InProc
async with listen_on(Server, "inproc://") as server:
inproc_addr1 = server.address
assert inproc_addr1.startswith("inproc://%s/%d/" % (get_ip(), os.getpid()))
await assert_can_connect(inproc_addr1)
async with listen_on(Server, "inproc://") as server2:
inproc_addr2 = server2.address
assert inproc_addr2.startswith("inproc://%s/%d/" % (get_ip(), os.getpid()))
await assert_can_connect(inproc_addr2)
await assert_can_connect(inproc_addr1)
await assert_cannot_connect(inproc_addr2)
async def check_rpc(listen_addr, rpc_addr=None, listen_args={}, connection_args={}):
server = Server({"ping": pingpong})
await server.listen(listen_addr, **listen_args)
if rpc_addr is None:
rpc_addr = server.address
async with rpc(rpc_addr, connection_args=connection_args) as remote:
response = await remote.ping()
assert response == b"pong"
assert remote.comms
response = await remote.ping(close=True)
assert response == b"pong"
response = await remote.ping()
assert response == b"pong"
assert not remote.comms
assert remote.status == Status.closed
server.stop()
await asyncio.sleep(0)
@pytest.mark.asyncio
async def test_rpc_default():
await check_rpc(8883, "127.0.0.1:8883")
await check_rpc(8883)
@pytest.mark.asyncio
async def test_rpc_tcp():
await check_rpc("tcp://:8883", "tcp://127.0.0.1:8883")
await check_rpc("tcp://")
@pytest.mark.asyncio
async def test_rpc_tls():
sec = tls_security()
await check_rpc(
"tcp://",
None,
sec.get_listen_args("scheduler"),
sec.get_connection_args("worker"),
)
@pytest.mark.asyncio
async def test_rpc_inproc():
await check_rpc("inproc://", None)
@pytest.mark.asyncio
async def test_rpc_inputs():
L = [rpc("127.0.0.1:8884"), rpc(("127.0.0.1", 8884)), rpc("tcp://127.0.0.1:8884")]
assert all(r.address == "tcp://127.0.0.1:8884" for r in L), L
for r in L:
await r.close_rpc()
async def check_rpc_message_lifetime(*listen_args):
# Issue #956: rpc arguments and result shouldn't be kept alive longer
# than necessary
server = Server({"echo": echo_serialize})
await server.listen(*listen_args)
# Sanity check
obj = CountedObject()
assert CountedObject.n_instances == 1
del obj
start = time()
while CountedObject.n_instances != 0:
await asyncio.sleep(0.01)
assert time() < start + 1
async with rpc(server.address) as remote:
obj = CountedObject()
res = await remote.echo(x=to_serialize(obj))
assert isinstance(res["result"], CountedObject)
# Make sure resource cleanup code in coroutines runs
await asyncio.sleep(0.05)
w1 = weakref.ref(obj)
w2 = weakref.ref(res["result"])
del obj, res
assert w1() is None
assert w2() is None
# If additional instances were created, they were deleted as well
assert CountedObject.n_instances == 0
server.stop()
@pytest.mark.asyncio
async def test_rpc_message_lifetime_default():
await check_rpc_message_lifetime()
@pytest.mark.asyncio
async def test_rpc_message_lifetime_tcp():
await check_rpc_message_lifetime("tcp://")
@pytest.mark.asyncio
async def test_rpc_message_lifetime_inproc():
await check_rpc_message_lifetime("inproc://")
async def check_rpc_with_many_connections(listen_arg):
async def g():
for i in range(10):
await remote.ping()
server = Server({"ping": pingpong})
await server.listen(listen_arg)
async with rpc(server.address) as remote:
for i in range(10):
await g()
server.stop()
remote.close_comms()
assert all(comm.closed() for comm in remote.comms)
@pytest.mark.asyncio
async def test_rpc_with_many_connections_tcp():
await check_rpc_with_many_connections("tcp://")
@pytest.mark.asyncio
async def test_rpc_with_many_connections_inproc():
await check_rpc_with_many_connections("inproc://")
async def check_large_packets(listen_arg):
""" tornado has a 100MB cap by default """
server = Server({"echo": echo})
await server.listen(listen_arg)
data = b"0" * int(200e6) # slightly more than 100MB
async with rpc(server.address) as conn:
result = await conn.echo(x=data)
assert result == data
d = {"x": data}
result = await conn.echo(x=d)
assert result == d
server.stop()
@pytest.mark.slow
@pytest.mark.asyncio
async def test_large_packets_tcp():
await check_large_packets("tcp://")
@pytest.mark.asyncio
async def test_large_packets_inproc():
await check_large_packets("inproc://")
async def check_identity(listen_arg):
server = Server({})
await server.listen(listen_arg)
async with rpc(server.address) as remote:
a = await remote.identity()
b = await remote.identity()
assert a["type"] == "Server"
assert a["id"] == b["id"]
server.stop()
@pytest.mark.asyncio
async def test_identity_tcp():
await check_identity("tcp://")
@pytest.mark.asyncio
async def test_identity_inproc():
await check_identity("inproc://")
@pytest.mark.asyncio
async def test_ports(loop):
for port in range(9877, 9887):
server = Server({}, io_loop=loop)
try:
await server.listen(port)
except OSError: # port already taken?
pass
else:
break
else:
raise Exception()
try:
assert server.port == port
with pytest.raises((OSError, socket.error)):
server2 = Server({}, io_loop=loop)
await server2.listen(port)
finally:
server.stop()
try:
server3 = Server({}, io_loop=loop)
await server3.listen(0)
assert isinstance(server3.port, int)
assert server3.port > 1024
finally:
server3.stop()
def stream_div(comm=None, x=None, y=None):
return x / y
@pytest.mark.asyncio
async def test_errors():
server = Server({"div": stream_div})
await server.listen(0)
with rpc(("127.0.0.1", server.port)) as r:
with pytest.raises(ZeroDivisionError):
await r.div(x=1, y=0)
@pytest.mark.asyncio
async def test_connect_raises():
with pytest.raises(IOError):
await connect("127.0.0.1:58259", timeout=0.01)
@pytest.mark.asyncio
async def test_send_recv_args():
server = Server({"echo": echo})
await server.listen(0)
comm = await connect(server.address)
result = await send_recv(comm, op="echo", x=b"1")
assert result == b"1"
assert not comm.closed()
result = await send_recv(comm, op="echo", x=b"2", reply=False)
assert result is None
assert not comm.closed()
result = await send_recv(comm, op="echo", x=b"3", close=True)
assert result == b"3"
assert comm.closed()
server.stop()
def test_coerce_to_address():
for arg in ["127.0.0.1:8786", ("127.0.0.1", 8786), ("127.0.0.1", "8786")]:
assert coerce_to_address(arg) == "tcp://127.0.0.1:8786"
@pytest.mark.asyncio
async def test_connection_pool():
async def ping(comm, delay=0.1):
await asyncio.sleep(delay)
return "pong"
servers = [Server({"ping": ping}) for i in range(10)]
for server in servers:
await server.listen(0)
rpc = await ConnectionPool(limit=5)
# Reuse connections
await asyncio.gather(
*[rpc(ip="127.0.0.1", port=s.port).ping() for s in servers[:5]]
)
await asyncio.gather(*[rpc(s.address).ping() for s in servers[:5]])
await asyncio.gather(*[rpc("127.0.0.1:%d" % s.port).ping() for s in servers[:5]])
await asyncio.gather(
*[rpc(ip="127.0.0.1", port=s.port).ping() for s in servers[:5]]
)
assert sum(map(len, rpc.available.values())) == 5
assert sum(map(len, rpc.occupied.values())) == 0
assert rpc.active == 0
assert rpc.open == 5
# Clear out connections to make room for more
await asyncio.gather(
*[rpc(ip="127.0.0.1", port=s.port).ping() for s in servers[5:]]
)
assert rpc.active == 0
assert rpc.open == 5
s = servers[0]
await asyncio.gather(
*[rpc(ip="127.0.0.1", port=s.port).ping(delay=0.1) for i in range(3)]
)
assert len(rpc.available["tcp://127.0.0.1:%d" % s.port]) == 3
# Explicitly clear out connections
rpc.collect()
start = time()
while any(rpc.available.values()):
await asyncio.sleep(0.01)
assert time() < start + 2
await rpc.close()
@pytest.mark.asyncio
async def test_connection_pool_respects_limit():
limit = 5
async def ping(comm, delay=0.01):
await asyncio.sleep(delay)
return "pong"
async def do_ping(pool, port):
assert pool.open <= limit
await pool(ip="127.0.0.1", port=port).ping()
assert pool.open <= limit
servers = [Server({"ping": ping}) for i in range(10)]
for server in servers:
await server.listen(0)
pool = await ConnectionPool(limit=limit)
await asyncio.gather(*[do_ping(pool, s.port) for s in servers])
@pytest.mark.asyncio
async def test_connection_pool_tls():
"""
Make sure connection args are supported.
"""
sec = tls_security()
connection_args = sec.get_connection_args("client")
listen_args = sec.get_listen_args("scheduler")
async def ping(comm, delay=0.01):
await asyncio.sleep(delay)
return "pong"
servers = [Server({"ping": ping}) for i in range(10)]
for server in servers:
await server.listen("tls://", **listen_args)
rpc = await ConnectionPool(limit=5, connection_args=connection_args)
await asyncio.gather(*[rpc(s.address).ping() for s in servers[:5]])
await asyncio.gather(*[rpc(s.address).ping() for s in servers[::2]])
await asyncio.gather(*[rpc(s.address).ping() for s in servers])
assert rpc.active == 0
await rpc.close()
@pytest.mark.asyncio
async def test_connection_pool_remove():
async def ping(comm, delay=0.01):
await asyncio.sleep(delay)
return "pong"
servers = [Server({"ping": ping}) for i in range(5)]
for server in servers:
await server.listen(0)
rpc = await ConnectionPool(limit=10)
serv = servers.pop()
await asyncio.gather(*[rpc(s.address).ping() for s in servers])
await asyncio.gather(*[rpc(serv.address).ping() for i in range(3)])
await rpc.connect(serv.address)
assert sum(map(len, rpc.available.values())) == 6
assert sum(map(len, rpc.occupied.values())) == 1
assert rpc.active == 1
assert rpc.open == 7
rpc.remove(serv.address)
assert serv.address not in rpc.available
assert serv.address not in rpc.occupied
assert sum(map(len, rpc.available.values())) == 4
assert sum(map(len, rpc.occupied.values())) == 0
assert rpc.active == 0
assert rpc.open == 4
rpc.collect()
# this pattern of calls (esp. `reuse` after `remove`)
# can happen in case of worker failures:
comm = await rpc.connect(serv.address)
rpc.remove(serv.address)
rpc.reuse(serv.address, comm)
await rpc.close()
@pytest.mark.asyncio
async def test_counters():
server = Server({"div": stream_div})
await server.listen("tcp://")
async with rpc(server.address) as r:
for i in range(2):
await r.identity()
with pytest.raises(ZeroDivisionError):
await r.div(x=1, y=0)
c = server.counters
assert c["op"].components[0] == {"identity": 2, "div": 1}
@gen_cluster()
async def test_ticks(s, a, b):
pytest.importorskip("crick")
await asyncio.sleep(0.1)
c = s.digests["tick-duration"]
assert c.size()
assert 0.01 < c.components[0].quantile(0.5) < 0.5
@gen_cluster()
async def test_tick_logging(s, a, b):
pytest.importorskip("crick")
from distributed import core
old = core.tick_maximum_delay
core.tick_maximum_delay = 0.001
try:
with captured_logger("distributed.core") as sio:
await asyncio.sleep(0.1)
text = sio.getvalue()
assert "unresponsive" in text
assert "Scheduler" in text or "Worker" in text
finally:
core.tick_maximum_delay = old
@pytest.mark.parametrize("compression", list(compressions))
@pytest.mark.parametrize("serialize", [echo_serialize, echo_no_serialize])
def test_compression(compression, serialize, loop):
with dask.config.set(compression=compression):
async def f():
server = Server({"echo": serialize})
await server.listen("tcp://")
with rpc(server.address) as r:
data = b"1" * 1000000
result = await r.echo(x=to_serialize(data))
assert result == {"result": data}
server.stop()
loop.run_sync(f)
def test_rpc_serialization(loop):
async def f():
server = Server({"echo": echo_serialize})
await server.listen("tcp://")
async with rpc(server.address, serializers=["msgpack"]) as r:
with pytest.raises(TypeError):
await r.echo(x=to_serialize(inc))
async with rpc(server.address, serializers=["msgpack", "pickle"]) as r:
result = await r.echo(x=to_serialize(inc))
assert result == {"result": inc}
server.stop()
loop.run_sync(f)
@gen_cluster()
async def test_thread_id(s, a, b):
assert s.thread_id == a.thread_id == b.thread_id == threading.get_ident()
@pytest.mark.asyncio
async def test_deserialize_error():
server = Server({"throws": throws})
await server.listen(0)
comm = await connect(server.address, deserialize=False)
with pytest.raises(Exception) as info:
await send_recv(comm, op="throws")
assert type(info.value) == Exception
for c in str(info.value):
assert c.isalpha() or c in "(',!)" # no crazy bytestrings
@pytest.mark.asyncio
async def test_connection_pool_detects_remote_close():
server = Server({"ping": pingpong})
await server.listen("tcp://")
# open a connection, use it and give it back to the pool
p = await ConnectionPool(limit=10)
conn = await p.connect(server.address)
await send_recv(conn, op="ping")
p.reuse(server.address, conn)
# now close this connection on the *server*
assert len(server._comms) == 1
server_conn = list(server._comms.keys())[0]
await server_conn.close()
# give the ConnectionPool some time to realize that the connection is closed
await asyncio.sleep(0.1)
# the connection pool should not hand out `conn` again
conn2 = await p.connect(server.address)
assert conn2 is not conn
p.reuse(server.address, conn2)
# check that `conn` has ben removed from the internal data structures
assert p.open == 1 and p.active == 0
# check connection pool invariants hold even after it detects a closed connection
# while creating conn2:
p._validate()
await p.close()
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