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284 | import asyncio
import random
from datetime import timedelta
from time import sleep, monotonic
import logging
import pytest
from tornado.ioloop import IOLoop
from distributed import Client, Variable, worker_client, Nanny, wait, TimeoutError
from distributed.metrics import time
from distributed.compatibility import WINDOWS
from distributed.utils_test import gen_cluster, inc, div
from distributed.utils_test import client, cluster_fixture, loop # noqa: F401
from distributed.utils_test import captured_logger
@gen_cluster(client=True)
async def test_variable(c, s, a, b):
x = Variable("x")
xx = Variable("x")
assert x.client is c
future = c.submit(inc, 1)
await x.set(future)
future2 = await xx.get()
assert future.key == future2.key
del future, future2
await asyncio.sleep(0.1)
assert s.tasks # future still present
x.delete()
start = time()
while s.tasks:
await asyncio.sleep(0.01)
assert time() < start + 5
@gen_cluster(client=True)
async def test_delete_unset_variable(c, s, a, b):
x = Variable()
assert x.client is c
with captured_logger(logging.getLogger("distributed.utils")) as logger:
x.delete()
await c.close()
text = logger.getvalue()
assert "KeyError" not in text
@gen_cluster(client=True)
async def test_queue_with_data(c, s, a, b):
x = Variable("x")
xx = Variable("x")
assert x.client is c
await x.set((1, "hello"))
data = await xx.get()
assert data == (1, "hello")
def test_sync(client):
future = client.submit(lambda x: x + 1, 10)
x = Variable("x")
xx = Variable("x")
x.set(future)
future2 = xx.get()
assert future2.result() == 11
@gen_cluster()
async def test_hold_futures(s, a, b):
c1 = await Client(s.address, asynchronous=True)
future = c1.submit(lambda x: x + 1, 10)
x1 = Variable("x")
await x1.set(future)
del x1
await c1.close()
await asyncio.sleep(0.1)
c2 = await Client(s.address, asynchronous=True)
x2 = Variable("x")
future2 = await x2.get()
result = await future2
assert result == 11
await c2.close()
@gen_cluster(client=True)
async def test_timeout(c, s, a, b):
v = Variable("v")
start = monotonic()
with pytest.raises(TimeoutError):
await v.get(timeout="200ms")
stop = monotonic()
if WINDOWS: # timing is weird with asyncio and Windows
assert 0.1 < stop - start < 2.0
else:
assert 0.2 < stop - start < 2.0
with pytest.raises(TimeoutError):
await v.get(timeout=timedelta(milliseconds=10))
def test_timeout_sync(client):
v = Variable("v")
start = IOLoop.current().time()
with pytest.raises(TimeoutError):
v.get(timeout=0.2)
stop = IOLoop.current().time()
if WINDOWS:
assert 0.1 < stop - start < 2.0
else:
assert 0.2 < stop - start < 2.0
with pytest.raises(TimeoutError):
v.get(timeout=0.01)
@gen_cluster(client=True)
async def test_cleanup(c, s, a, b):
v = Variable("v")
vv = Variable("v")
x = c.submit(lambda x: x + 1, 10)
y = c.submit(lambda x: x + 1, 20)
x_key = x.key
await v.set(x)
del x
await asyncio.sleep(0.1)
t_future = xx = asyncio.ensure_future(vv._get())
await asyncio.sleep(0)
asyncio.ensure_future(v.set(y))
future = await t_future
assert future.key == x_key
result = await future
assert result == 11
def test_pickleable(client):
v = Variable("v")
def f(x):
v.set(x + 1)
client.submit(f, 10).result()
assert v.get() == 11
@gen_cluster(client=True)
async def test_timeout_get(c, s, a, b):
v = Variable("v")
tornado_future = v.get()
vv = Variable("v")
await vv.set(1)
result = await tornado_future
assert result == 1
@pytest.mark.slow
@gen_cluster(client=True, nthreads=[("127.0.0.1", 2)] * 5, Worker=Nanny, timeout=None)
async def test_race(c, s, *workers):
NITERS = 50
def f(i):
with worker_client() as c:
v = Variable("x", client=c)
for _ in range(NITERS):
future = v.get()
x = future.result()
y = c.submit(inc, x)
v.set(y)
sleep(0.01 * random.random())
result = v.get().result()
sleep(0.1) # allow fire-and-forget messages to clear
return result
v = Variable("x", client=c)
x = await c.scatter(1)
await v.set(x)
futures = c.map(f, range(15))
results = await c.gather(futures)
assert all(r > NITERS * 0.8 for r in results)
start = time()
while len(s.wants_what["variable-x"]) != 1:
await asyncio.sleep(0.01)
assert time() - start < 2
@gen_cluster(client=True)
async def test_Future_knows_status_immediately(c, s, a, b):
x = await c.scatter(123)
v = Variable("x")
await v.set(x)
c2 = await Client(s.address, asynchronous=True)
v2 = Variable("x", client=c2)
future = await v2.get()
assert future.status == "finished"
x = c.submit(div, 1, 0)
await wait(x)
await v.set(x)
future2 = await v2.get()
assert future2.status == "error"
with pytest.raises(Exception):
await future2
start = time()
while True: # we learn about the true error eventually
try:
await future2
except ZeroDivisionError:
break
except Exception:
assert time() < start + 5
await asyncio.sleep(0.05)
await c2.close()
@gen_cluster(client=True)
async def test_erred_future(c, s, a, b):
future = c.submit(div, 1, 0)
var = Variable()
await var.set(future)
await asyncio.sleep(0.1)
future2 = await var.get()
with pytest.raises(ZeroDivisionError):
await future2.result()
exc = await future2.exception()
assert isinstance(exc, ZeroDivisionError)
def test_future_erred_sync(client):
future = client.submit(div, 1, 0)
var = Variable()
var.set(future)
sleep(0.1)
future2 = var.get()
with pytest.raises(ZeroDivisionError):
future2.result()
@gen_cluster(client=True)
async def test_variables_do_not_leak_client(c, s, a, b):
# https://github.com/dask/distributed/issues/3899
clients_pre = set(s.clients)
# setup variable with future
x = Variable("x")
future = c.submit(inc, 1)
await x.set(future)
# complete teardown
x.delete()
start = time()
while set(s.clients) != clients_pre:
await asyncio.sleep(0.01)
assert time() < start + 5
|