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17 changes: 15 additions & 2 deletions distributed/client.py
Original file line number Diff line number Diff line change
Expand Up @@ -6300,10 +6300,16 @@ def __init__(self, client=None, plot=False, filename="task-stream.html"):
self._filename = filename
self.figure = None
self.client = client or default_client()
self.client.get_task_stream(start=0, stop=0) # ensure plugin
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This was doing nothing in the async client.

self._init = False

def __enter__(self):
self.start = time()
if not self._init:
self.client.get_task_stream(start=0, stop=0) # ensure plugin
self._init = True

# Smooth over time differences of client vs. workers
# FIXME this is very crude. We should query TaskStreamPlugin.index instead.
self.start = time() - 0.1
Comment on lines +6310 to +6312
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This is ugly and bug prone. It should be fixed properly by parsing the index but that would be a much more invasive change, so I skipped it.

return self

def __exit__(self, exc_type, exc_value, traceback):
Expand All @@ -6315,6 +6321,13 @@ def __exit__(self, exc_type, exc_value, traceback):
self.data.extend(L)

async def __aenter__(self):
if not self._init:
await self.client.get_task_stream(start=0, stop=0) # ensure plugin
self._init = True

# Smooth over time differences of client vs. workers
# FIXME this is very crude. We should query TaskStreamPlugin.index instead.
self.start = time() - 0.1
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This was completely missing, making the async context manager broken.

return self

async def __aexit__(self, exc_type, exc_value, traceback):
Expand Down
35 changes: 14 additions & 21 deletions distributed/diagnostics/task_stream.py
Original file line number Diff line number Diff line change
Expand Up @@ -31,31 +31,24 @@ def __init__(self, scheduler, maxlen=None):
self.index = 0

def transition(self, key, start, finish, *args, **kwargs):
if start == "processing":
if key not in self.scheduler.tasks:
return
if not kwargs.get("startstops"):
# Other methods require `kwargs` to have a non-empty list of `startstops`
return
if start == "processing" and finish in ("memory", "erred"):
assert kwargs["startstops"]
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worker_state_machine.TaskFinishedMsg and TaskErredMsg ensure that there are always startstops.

kwargs["key"] = key
if finish == "memory" or finish == "erred":
self.buffer.append(kwargs)
self.index += 1
self.buffer.append(kwargs)
self.index += 1

def collect(self, start=None, stop=None, count=None):
def bisect(target, left, right):
if left == right:
return left

mid = (left + right) // 2
value = max(
startstop["stop"] for startstop in self.buffer[mid]["startstops"]
)

if value < target:
return bisect(target, mid + 1, right)
else:
return bisect(target, left, mid)
while left != right:
mid = (left + right) // 2
stop = max(
startstop["stop"] for startstop in self.buffer[mid]["startstops"]
)
if stop < target:
left = mid + 1
else:
right = mid
return left
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functionally identical to before but marginally faster


if isinstance(start, str):
start = time() - parse_timedelta(start)
Expand Down
83 changes: 36 additions & 47 deletions distributed/diagnostics/tests/test_task_stream.py
Original file line number Diff line number Diff line change
@@ -1,8 +1,5 @@
from __future__ import annotations

import os
from time import sleep

import pytest
from tlz import frequencies

Expand Down Expand Up @@ -85,50 +82,36 @@ async def test_collect(c, s, a, b):
assert tasks.collect(start=start, count=3) == list(tasks.buffer)[:3]


@gen_cluster(client=True)
async def test_no_startstops(c, s, a, b):
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This is a completely artificial situation. worker_state_machine.TaskFinishedMsg and TaskErredMsg ensure that there are always startstops.

tasks = TaskStreamPlugin(s)
s.add_plugin(tasks)
# just to create the key on the scheduler
future = c.submit(inc, 1)
await wait(future)
assert len(tasks.buffer) == 1

tasks.transition(future.key, "processing", "erred", stimulus_id="s1")
# Transition was not recorded because it didn't contain `startstops`
assert len(tasks.buffer) == 1

tasks.transition(future.key, "processing", "erred", stimulus_id="s2", startstops=[])
# Transition was not recorded because `startstops` was empty
assert len(tasks.buffer) == 1

tasks.transition(
future.key,
"processing",
"erred",
stimulus_id="s3",
startstops=[dict(start=time(), stop=time())],
)
assert len(tasks.buffer) == 2


@gen_cluster(client=True)
async def test_client(c, s, a, b):
L = await c.get_task_stream()
assert L == ()
await c.get_task_stream()

futures = c.map(slowinc, range(10), delay=0.1)
futures = c.map(inc, range(10))
await wait(futures)

tasks = s.plugins[TaskStreamPlugin.name]
L = await c.get_task_stream()
assert L == tuple(tasks.buffer)
data = await c.get_task_stream()
assert len(data) == 10


def test_client_sync(client):
with get_task_stream(client=client) as ts:
sleep(0.1) # to smooth over time differences on the scheduler
# to smooth over time differences on the scheduler
client.get_task_stream()

futures = client.map(inc, range(10))
wait(futures)
data = client.get_task_stream()
assert len(data) == 10


@gen_cluster(client=True)
async def test_client_ctx(c, s, a, b):
async with get_task_stream() as ts:
futures = c.map(inc, range(10))
await wait(futures)

assert len(ts.data) == 10


def test_client_ctx_sync(client):
with get_task_stream() as ts:
futures = client.map(inc, range(10))
wait(futures)

Expand All @@ -140,23 +123,29 @@ async def test_get_task_stream_plot(c, s, a, b):
bkm = pytest.importorskip("bokeh.models")
await c.get_task_stream()

futures = c.map(slowinc, range(10), delay=0.1)
futures = c.map(inc, range(10))
await wait(futures)

data, figure = await c.get_task_stream(plot=True)
assert len(data) == 10
assert isinstance(figure, bkm.Plot)


def test_get_task_stream_save(client, tmp_path):
@gen_cluster(client=True)
async def test_get_task_stream_save(c, s, a, b, tmp_path):
bkm = pytest.importorskip("bokeh.models")
tmpdir = str(tmp_path)
fn = os.path.join(tmpdir, "foo.html")
await c.get_task_stream()

futures = c.map(inc, range(10))
await wait(futures)

fn = str(tmp_path / "foo.html")
data, figure = await c.get_task_stream(plot="save", filename=fn)
assert len(data) == 10

with get_task_stream(plot="save", filename=fn) as ts:
wait(client.map(inc, range(10)))
with open(fn) as f:
data = f.read()
assert "inc" in data
assert "bokeh" in data

assert isinstance(ts.figure, bkm.Plot)
assert isinstance(figure, bkm.Plot)
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