Dask Cluster creation on ECS Cluster fails, `timed out` errors

---------------------------------------------------------------------------
CancelledError                            Traceback (most recent call last)
File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/comm/tcp.py:490, in BaseTCPConnector.connect(self, address, deserialize, **connection_args)
    489 else:
--> 490     stream = await self.client.connect(
    491         ip, port, max_buffer_size=MAX_BUFFER_SIZE, **kwargs
    492     )
    494 # Under certain circumstances tornado will have a closed connection with an
    495 # error and not raise a StreamClosedError.
    496 #
    497 # This occurs with tornado 5.x and openssl 1.1+

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/tornado/tcpclient.py:279, in TCPClient.connect(self, host, port, af, ssl_options, max_buffer_size, source_ip, source_port, timeout)
    270 connector = _Connector(
    271     addrinfo,
    272     functools.partial(
   (...)
    277     ),
    278 )
--> 279 af, addr, stream = await connector.start(connect_timeout=timeout)
    280 # TODO: For better performance we could cache the (af, addr)
    281 # information here and re-use it on subsequent connections to
    282 # the same host. (http://tools.ietf.org/html/rfc6555#section-4.2)

CancelledError: 

During handling of the above exception, another exception occurred:

CancelledError                            Traceback (most recent call last)
File ~/miniforge3/envs/dask/lib/python3.9/asyncio/tasks.py:490, in wait_for(fut, timeout, loop)
    489 try:
--> 490     return fut.result()
    491 except exceptions.CancelledError as exc:

CancelledError: 

The above exception was the direct cause of the following exception:

TimeoutError                              Traceback (most recent call last)
File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/comm/core.py:342, in connect(addr, timeout, deserialize, handshake_overrides, **connection_args)
    341 try:
--> 342     comm = await wait_for(
    343         connector.connect(loc, deserialize=deserialize, **connection_args),
    344         timeout=min(intermediate_cap, time_left()),
    345     )
    346     break

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/utils.py:1940, in wait_for(fut, timeout)
   1939 async def wait_for(fut: Awaitable[T], timeout: float) -> T:
-> 1940     return await asyncio.wait_for(fut, timeout)

File ~/miniforge3/envs/dask/lib/python3.9/asyncio/tasks.py:492, in wait_for(fut, timeout, loop)
    491         except exceptions.CancelledError as exc:
--> 492             raise exceptions.TimeoutError() from exc
    493 finally:

TimeoutError: 

The above exception was the direct cause of the following exception:

OSError                                   Traceback (most recent call last)
File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/deploy/spec.py:331, in SpecCluster._start(self)
    326     self.scheduler_comm = rpc(
    327         getattr(self.scheduler, "external_address", None)
    328         or self.scheduler.address,
    329         connection_args=self.security.get_connection_args("client"),
    330     )
--> 331     await super()._start()
    332 except Exception as e:  # pragma: no cover

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/deploy/cluster.py:133, in Cluster._start(self)
    132 async def _start(self):
--> 133     comm = await self.scheduler_comm.live_comm()
    134     comm.name = "Cluster worker status"

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/core.py:1272, in rpc.live_comm(self)
   1271 if not open or comm.closed():
-> 1272     comm = await connect(
   1273         self.address,
   1274         self.timeout,
   1275         deserialize=self.deserialize,
   1276         **self.connection_args,
   1277     )
   1278     comm.name = "rpc"

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/comm/core.py:368, in connect(addr, timeout, deserialize, handshake_overrides, **connection_args)
    367 else:
--> 368     raise OSError(
    369         f"Timed out trying to connect to {addr} after {timeout} s"
    370     ) from active_exception
    372 local_info = {
    373     **comm.handshake_info(),
    374     **(handshake_overrides or {}),
    375 }

OSError: Timed out trying to connect to tcp://172.31.24.159:8786 after 30 s

The above exception was the direct cause of the following exception:

RuntimeError                              Traceback (most recent call last)
Cell In[2], line 2
      1 from dask_cloudprovider.aws import ECSCluster
----> 2 cluster = ECSCluster(
      3     cluster_arn= "arn:aws:ecs:us-west-2:561241433344:cluster/skirui-test-2402a",
      4     n_workers=2, 
      5     worker_gpu=1,
      6     skip_cleanup=True,
      7     execution_role_arn="arn:aws:iam::561241433344:role/rapids-cluster-execution-role",
      8     task_role_arn="arn:aws:iam::561241433344:role/rapids-cluster-task-role",  
      9     scheduler_timeout="20 minutes"
     10 )

File ~/home/skirui/dask-cloudprovider/dask_cloudprovider/aws/ecs.py:810, in ECSCluster.__init__(self, fargate_scheduler, fargate_workers, fargate_spot, image, scheduler_cpu, scheduler_mem, scheduler_port, scheduler_timeout, scheduler_extra_args, scheduler_task_definition_arn, scheduler_task_kwargs, scheduler_address, worker_cpu, worker_nthreads, worker_mem, worker_gpu, worker_extra_args, worker_task_definition_arn, worker_task_kwargs, n_workers, workers_name_start, workers_name_step, cluster_arn, cluster_name_template, execution_role_arn, task_role_arn, task_role_policies, cloudwatch_logs_group, cloudwatch_logs_stream_prefix, cloudwatch_logs_default_retention, vpc, subnets, security_groups, environment, tags, skip_cleanup, aws_access_key_id, aws_secret_access_key, region_name, platform_version, fargate_use_private_ip, mount_points, volumes, mount_volumes_on_scheduler, **kwargs)
    808 self._lock = asyncio.Lock()
    809 self.session = get_session()
--> 810 super().__init__(**kwargs)

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/deploy/spec.py:284, in SpecCluster.__init__(self, workers, scheduler, worker, asynchronous, loop, security, silence_logs, name, shutdown_on_close, scheduler_sync_interval)
    282 if not self.called_from_running_loop:
    283     self._loop_runner.start()
--> 284     self.sync(self._start)
    285     try:
    286         self.sync(self._correct_state)

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/utils.py:358, in SyncMethodMixin.sync(self, func, asynchronous, callback_timeout, *args, **kwargs)
    356     return future
    357 else:
--> 358     return sync(
    359         self.loop, func, *args, callback_timeout=callback_timeout, **kwargs
    360     )

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/utils.py:434, in sync(loop, func, callback_timeout, *args, **kwargs)
    431         wait(10)
    433 if error is not None:
--> 434     raise error
    435 else:
    436     return result

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/utils.py:408, in sync.<locals>.f()
    406         awaitable = wait_for(awaitable, timeout)
    407     future = asyncio.ensure_future(awaitable)
--> 408     result = yield future
    409 except Exception as exception:
    410     error = exception

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/tornado/gen.py:767, in Runner.run(self)
    765 try:
    766     try:
--> 767         value = future.result()
    768     except Exception as e:
    769         # Save the exception for later. It's important that
    770         # gen.throw() not be called inside this try/except block
    771         # because that makes sys.exc_info behave unexpectedly.
    772         exc: Optional[Exception] = e

File ~/home/skirui/dask-cloudprovider/dask_cloudprovider/aws/ecs.py:1011, in ECSCluster._start(self)
   1003     self.scheduler = SchedulerAddress()
   1005 with warn_on_duration(
   1006     "10s",
   1007     "Creating your cluster is taking a surprisingly long time. "
   1008     "This is likely due to pending resources on AWS. "
   1009     "Hang tight! ",
   1010 ):
-> 1011     await super()._start()

File ~/miniforge3/envs/dask/lib/python3.9/site-packages/distributed/deploy/spec.py:335, in SpecCluster._start(self)
    333 self.status = Status.failed
    334 await self._close()
--> 335 raise RuntimeError(f"Cluster failed to start: {e}") from e

RuntimeError: Cluster failed to start: Timed out trying to connect to tcp://172.31.24.159:8786 after 30 s



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