Closed murphyk closed 1 year ago
Hello @murphyk thank you for raising this issue, and I'm sorry you are facing some problems. Please allow me some time to test things to see if I can understand what is happening. When you were using coiled 0.0.35, it worked fine, right?
I will give you an update on this issue. Could I ask you to log off from the coiled website and log back in? This will refresh your access token and make your old one unusable.
As a work around, you can edit the file located on ~/.config/dask/coiled.yaml
and add the following (this file probably already contains something if you used coiled before).
coiled:
account: null
backend-options: null
server: https://cloud.coiled.io
token: <your token>
user: <your user name>
I had some problems reproducing this issue mostly because I am on BigSur and Python 3.8 already. I did create a conda environment with python 3.7 and tested the login command, but that worked without any problems.
Could I ask you to create a new conda environment, install coiled and see if that fixes the problem? 🤔
@murphyk could you also let us know what version of click
you're using?
@jrbourbeau : For click, I seem to be using v7.0:
more /Users/kpmurphy/anaconda3/lib/python3.7/site-packages/click/__init__.py
...
__version__ = '7.0'
@FabioRosado : "When you were using coiled 0.0.35, it worked fine, right?". I have never (knowingly) used coiled before (I had never heard of it...).
I made a new conda environment and was able to install coiled and get a jupyter notebook to talk to a client in the cloud :). However I get a (file reading?) error when running the NYC taxi example at https://cloud.coiled.io/murphyk/clusters:
---------------------------------------------------------------------------
KilledWorker Traceback (most recent call last)
<ipython-input-2-9c89b60c6aab> in <module>
13 ).persist()
14
---> 15 df.groupby("passenger_count").tip_amount.mean().compute()
~/anaconda3/lib/python3.7/site-packages/dask/base.py in compute(self, **kwargs)
277 dask.base.compute
278 """
--> 279 (result,) = compute(self, traverse=False, **kwargs)
280 return result
281
~/anaconda3/lib/python3.7/site-packages/dask/base.py in compute(*args, **kwargs)
565 postcomputes.append(x.__dask_postcompute__())
566
--> 567 results = schedule(dsk, keys, **kwargs)
568 return repack([f(r, *a) for r, (f, a) in zip(results, postcomputes)])
569
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in get(self, dsk, keys, restrictions, loose_restrictions, resources, sync, asynchronous, direct, retries, priority, fifo_timeout, actors, **kwargs)
2682 should_rejoin = False
2683 try:
-> 2684 results = self.gather(packed, asynchronous=asynchronous, direct=direct)
2685 finally:
2686 for f in futures.values():
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in gather(self, futures, errors, direct, asynchronous)
1997 direct=direct,
1998 local_worker=local_worker,
-> 1999 asynchronous=asynchronous,
2000 )
2001
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in sync(self, func, asynchronous, callback_timeout, *args, **kwargs)
838 else:
839 return sync(
--> 840 self.loop, func, *args, callback_timeout=callback_timeout, **kwargs
841 )
842
~/anaconda3/lib/python3.7/site-packages/distributed/utils.py in sync(loop, func, callback_timeout, *args, **kwargs)
338 if error[0]:
339 typ, exc, tb = error[0]
--> 340 raise exc.with_traceback(tb)
341 else:
342 return result[0]
~/anaconda3/lib/python3.7/site-packages/distributed/utils.py in f()
322 if callback_timeout is not None:
323 future = asyncio.wait_for(future, callback_timeout)
--> 324 result[0] = yield future
325 except Exception as exc:
326 error[0] = sys.exc_info()
~/.local/lib/python3.7/site-packages/tornado/gen.py in run(self)
733
734 try:
--> 735 value = future.result()
736 except Exception:
737 exc_info = sys.exc_info()
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in _gather(self, futures, errors, direct, local_worker)
1856 exc = CancelledError(key)
1857 else:
-> 1858 raise exception.with_traceback(traceback)
1859 raise exc
1860 if errors == "skip":
KilledWorker: ("('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 469)", <Worker 'tls://10.2.13.215:37789', name: murphyk-5218-worker-4-6445f5, memory: 0, processing: 154>)
Thanks for the click
version info, that helps. I'm able to reproduce the issue using the latest coiled
release (v0.0.36) and click==7.0
. Upgrade click
to the latest release (v7.1.2) resolves the issue for me locally. @murphyk could you upgrade click
and give coiled login
another try?
Regarding the KilledWorker
issue, could you go to the Cluster logs and check what happened?
Feel free to post them here if you need our help.
For killed worker, this is what jupyter looks like and this is what the dashboard looks like Clicking on the top left green logs tab gives this:
distributed.scheduler - INFO - Clear task state
distributed.scheduler - INFO - Scheduler at: tls://10.2.12.241:8786
distributed.scheduler - INFO - dashboard at: :8787
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.96:36171', name: murphyk-5225-worker-1-9c973b, memory: 0, processing: 59>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.96:36171
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.107:33713', name: murphyk-5225-worker-3-2af2c0, memory: 0, processing: 53>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.107:33713
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.114:36913', name: murphyk-5225-worker-2-18e347, memory: 0, processing: 155>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.114:36913
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.185:43547', name: murphyk-5225-worker-7-f8c3bd, memory: 0, processing: 48>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.185:43547
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.11:36725', name: murphyk-5225-worker-4-0f2520, memory: 0, processing: 79>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.11:36725
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.220:43241', name: murphyk-5225-worker-5-83a3af, memory: 0, processing: 68>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.220:43241
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.34:42547', name: murphyk-5225-worker-6-28d03b, memory: 0, processing: 427>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.34:42547
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.229:33575', name: murphyk-5225-worker-9-5ec1e3, memory: 0, processing: 227>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.229:33575
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.105:43991', name: murphyk-5225-worker-10-01402c, memory: 0, processing: 94>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.105:43991
distributed.scheduler - INFO - Receive client connection: Client-36af9a9c-6a59-11eb-a9e8-88e9fe624367
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.44:40711', name: murphyk-5225-worker-8-84296e, memory: 0, processing: 117>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.44:40711
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.185:43547', name: murphyk-5225-worker-7-f8c3bd, memory: 0, processing: 48>
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.12.107:33713', name: murphyk-5225-worker-3-2af2c0, memory: 0, processing: 53>
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.96:36171', name: murphyk-5225-worker-1-9c973b, memory: 0, processing: 59>
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.220:43241', name: murphyk-5225-worker-5-83a3af, memory: 0, processing: 68>
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.12.11:36725', name: murphyk-5225-worker-4-0f2520, memory: 0, processing: 79>
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.13.105:43991', name: murphyk-5225-worker-10-01402c, memory: 0, processing: 94>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 27) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 3) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 290) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.12.44:40711', name: murphyk-5225-worker-8-84296e, memory: 0, processing: 117>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 279) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 350) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 29) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 172) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 434) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.13.114:36913', name: murphyk-5225-worker-2-18e347, memory: 0, processing: 155>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 218) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 424) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 333) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 152) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 423) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 273) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 353) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 371) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 431) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.13.229:33575', name: murphyk-5225-worker-9-5ec1e3, memory: 0, processing: 227>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 0) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 332) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 440) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 335) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 207) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 226) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 64) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 362) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 404) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 416) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 343) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 432) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 108) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 327) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 455) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 239) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 233) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 119) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 145) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 261) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 318) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 74) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 352) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 117) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 99) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 235) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 83) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.13.34:42547', name: murphyk-5225-worker-6-28d03b, memory: 0, processing: 427>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 425) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 443) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 9) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 260) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 53) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 334) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 453) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 251) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 28) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 36) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 109) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 18) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 161) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 20) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 154) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 270) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 462) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 192) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 347) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 130) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 407) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 398) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 54) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 75) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 138) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 413) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 137) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 388) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 92) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 341) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 468) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 305) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 143) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 470) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 326) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 182) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 451) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 325) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 2) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 414) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 306) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 199) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 66) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 4) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 309) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 219) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 129) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 59) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 41) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 338) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 266) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 194) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 121) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 58) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 427) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 373) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 319) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 265) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 210) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 157) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 102) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 62) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 242) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 65) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 272) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 406) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 217) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 63) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 324) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 162) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 84) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 372) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 237) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 101) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 68) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 383) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 275) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 167) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 314) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 56) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 191) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 460) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 208) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 315) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 1) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 363) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 183) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 71) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 209) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 415) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 10) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 441) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 171) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 116) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 155) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 299) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 107) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 422) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.220:43241', name: murphyk-5225-worker-5-83a3af, memory: 0, processing: 329>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.220:43241
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.220:43241', name: murphyk-5225-worker-5-83a3af, memory: 0, processing: 329>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 85) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 293) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 297) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 186) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 243) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 387) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 12) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 220) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 174) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 282) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 203) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 131) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 221) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 146) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 252) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 55) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 384) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 90) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 292) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 13) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 378) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 311) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 229) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 76) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 136) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 444) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 253) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 245) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 120) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 317) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 396) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 379) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 46) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 238) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 11) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 128) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 31) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 190) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 127) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 112) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 454) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 144) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 418) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 201) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 163) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 365) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 419) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 401) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 148) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 21) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 158) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 337) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 185) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 24) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 228) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 225) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 417) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 276) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 215) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 87) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 39) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 38) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 283) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 189) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 57) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 258) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 264) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 361) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 15) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 86) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 280) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 390) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 354) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 391) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 49) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 456) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 224) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 408) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 175) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 19) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 445) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 405) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 69) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 33) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 364) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 263) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 82) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 351) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 216) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 446) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 329) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 37) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 95) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 459) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 147) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 72) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 346) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 301) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 227) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 435) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 348) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 50) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 366) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 442) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 40) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 256) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 80) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 100) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 437) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 461) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 438) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 198) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 360) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 271) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 202) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 399) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 42) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 113) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 400) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 168) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 30) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 47) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 389) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 91) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 135) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 170) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 310) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 323) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 316) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 469) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 255) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 5) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 257) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 344) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 153) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 345) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 294) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 298) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 281) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 149) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 134) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 165) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 173) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 262) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 254) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 374) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 184) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 23) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Lost all workers
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.185:43547', name: murphyk-5225-worker-7-f8c3bd, memory: 0, processing: 181>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.185:43547
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.107:33713', name: murphyk-5225-worker-3-2af2c0, memory: 0, processing: 16>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.107:33713
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.96:36171', name: murphyk-5225-worker-1-9c973b, memory: 0, processing: 16>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.96:36171
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.185:43547', name: murphyk-5225-worker-7-f8c3bd, memory: 0, processing: 181>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 308) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 231) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 448) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 140) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 349) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 328) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 307) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 291) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 206) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 330) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 369) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 240) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 393) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 125) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 370) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 284) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 320) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 397) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 464) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 376) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 244) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 375) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 200) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 193) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 51) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 367) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 123) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 103) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 212) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 339) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 195) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 73) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 392) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 286) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 426) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 420) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 34) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 166) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 289) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 150) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 357) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 67) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 181) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 45) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 356) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 342) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 321) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 222) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 447) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 96) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 402) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 267) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 88) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 114) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 457) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 248) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 94) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 196) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 176) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 285) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 139) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 81) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 111) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 97) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 288) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 78) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 178) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 428) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 16) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 385) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 118) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 300) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 104) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 249) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 410) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 380) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 355) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 450) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 439) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 381) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 452) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 180) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 358) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 465) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 105) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 411) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 25) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 302) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 429) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 6) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 7) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 295) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 14) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 466) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 213) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 433) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 246) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 436) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 463) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 303) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 177) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 234) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 236) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 274) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 77) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 247) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 382) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 204) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 394) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 187) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 211) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 409) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 110) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 277) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 48) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 169) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 32) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 141) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 93) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 159) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 164) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 60) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 336) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 268) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 312) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 43) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 259) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 122) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 79) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 132) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 230) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 126) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 156) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 22) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.105:43991', name: murphyk-5225-worker-10-01402c, memory: 0, processing: 15>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.105:43991
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.34:42547', name: murphyk-5225-worker-6-28d03b, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.34:42547
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.229:33575', name: murphyk-5225-worker-9-5ec1e3, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.229:33575
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.114:36913', name: murphyk-5225-worker-2-18e347, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.114:36913
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.44:40711', name: murphyk-5225-worker-8-84296e, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.44:40711
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.11:36725', name: murphyk-5225-worker-4-0f2520, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.11:36725
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.11.96:36171', name: murphyk-5225-worker-1-9c973b, memory: 0, processing: 16>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 250) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 35) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 232) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 115) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 205) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 188) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 278) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 133) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 61) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 52) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 241) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 386) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 359) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 197) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 287) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 304) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.12.107:33713', name: murphyk-5225-worker-3-2af2c0, memory: 0, processing: 16>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 322) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 8) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 449) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 26) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 395) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 296) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 377) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 214) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 331) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 151) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 403) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 160) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 44) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 421) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 313) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 223) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Remove worker <Worker 'tls://10.2.13.105:43991', name: murphyk-5225-worker-10-01402c, memory: 0, processing: 15>
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 17) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 179) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 368) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 467) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 430) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 70) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 340) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 412) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 106) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 89) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 124) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 458) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 142) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 98) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Task ('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 269) marked as failed because 3 workers died while trying to run it
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.220:43241', name: murphyk-5225-worker-5-83a3af, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.220:43241
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.185:43547', name: murphyk-5225-worker-7-f8c3bd, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.185:43547
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.96:36171', name: murphyk-5225-worker-1-9c973b, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.96:36171
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.107:33713', name: murphyk-5225-worker-3-2af2c0, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.107:33713
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.13.105:43991', name: murphyk-5225-worker-10-01402c, memory: 0, processing: 0>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.13.105:43991
Thank you for the update, could you add the logs of a worker as well? That should tell us what happened.
I know that you are getting started with the quick start example. I want to point that it's always a good idea to have the same dependencies locally and on the cloud. You can do two things here, use coiled install coiled/default-py37
to create a new software environment locally with all the dependencies used by coiled. Or you could add them manually.
I'm wondering if the version mismatch could be the cause of your workers dying 🤔
Let me know if you would like to chat about this 1-1 I'm happy to help you get started with Coiled
I updated click and did coiled install coiled/default-py37
to get a new environment. I restarted the notebook and ran it. Briefly the dashboard showed some activity and I was excited. Shortyl thereafter(maybe after reading first csv file?) it failed as before with a killed worker error. Details below (with logs). Sorry to say, but I'm giving up (i was just curious about coiled, did not plan to pay for it...).
KilledWorker Traceback (most recent call last)
<ipython-input-2-9c89b60c6aab> in <module>
13 ).persist()
14
---> 15 df.groupby("passenger_count").tip_amount.mean().compute()
~/anaconda3/lib/python3.7/site-packages/dask/base.py in compute(self, **kwargs)
277 dask.base.compute
278 """
--> 279 (result,) = compute(self, traverse=False, **kwargs)
280 return result
281
~/anaconda3/lib/python3.7/site-packages/dask/base.py in compute(*args, **kwargs)
565 postcomputes.append(x.__dask_postcompute__())
566
--> 567 results = schedule(dsk, keys, **kwargs)
568 return repack([f(r, *a) for r, (f, a) in zip(results, postcomputes)])
569
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in get(self, dsk, keys, restrictions, loose_restrictions, resources, sync, asynchronous, direct, retries, priority, fifo_timeout, actors, **kwargs)
2682 should_rejoin = False
2683 try:
-> 2684 results = self.gather(packed, asynchronous=asynchronous, direct=direct)
2685 finally:
2686 for f in futures.values():
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in gather(self, futures, errors, direct, asynchronous)
1997 direct=direct,
1998 local_worker=local_worker,
-> 1999 asynchronous=asynchronous,
2000 )
2001
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in sync(self, func, asynchronous, callback_timeout, *args, **kwargs)
838 else:
839 return sync(
--> 840 self.loop, func, *args, callback_timeout=callback_timeout, **kwargs
841 )
842
~/anaconda3/lib/python3.7/site-packages/distributed/utils.py in sync(loop, func, callback_timeout, *args, **kwargs)
338 if error[0]:
339 typ, exc, tb = error[0]
--> 340 raise exc.with_traceback(tb)
341 else:
342 return result[0]
~/anaconda3/lib/python3.7/site-packages/distributed/utils.py in f()
322 if callback_timeout is not None:
323 future = asyncio.wait_for(future, callback_timeout)
--> 324 result[0] = yield future
325 except Exception as exc:
326 error[0] = sys.exc_info()
~/.local/lib/python3.7/site-packages/tornado/gen.py in run(self)
733
734 try:
--> 735 value = future.result()
736 except Exception:
737 exc_info = sys.exc_info()
~/anaconda3/lib/python3.7/site-packages/distributed/client.py in _gather(self, futures, errors, direct, local_worker)
1856 exc = CancelledError(key)
1857 else:
-> 1858 raise exception.with_traceback(traceback)
1859 raise exc
1860 if errors == "skip":
KilledWorker: ("('read-csv-4944a4e90a27ee8f4883e6cac95c831a', 469)", <Worker 'tls://10.2.13.201:41623', name: murphyk-5232-worker-8-885ec6, memory: 0, processing: 427>)
```
Main logs
istributed.scheduler - INFO - Clear task state
distributed.scheduler - INFO - Scheduler at: tls://10.2.13.135:8786
distributed.scheduler - INFO - dashboard at: :8787
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.92:43859', name: murphyk-5233-worker-10-c28cde, memory: 0, processing: 427>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.92:43859
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.11.161:43023', name: murphyk-5233-worker-8-867893, memory: 0, processing: 53>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.11.161:43023
distributed.scheduler - INFO - Register worker <Worker 'tls://10.2.12.27:33925', name: murphyk-5233-worker-7-7ef642, memory: 0, processing: 95>
distributed.scheduler - INFO - Starting worker compute stream, tls://10.2.12.27:33925 ...
Worker 1 logs
istributed.worker - INFO - Start worker at: tls://10.2.11.161:43023
distributed.worker - INFO - Listening to: tls://10.2.11.161:43023
distributed.worker - INFO - dashboard at: 10.2.11.161:42099
distributed.worker - INFO - Waiting to connect to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - -------------------------------------------------
distributed.worker - INFO - Threads: 4
distributed.worker - INFO - Memory: 17.18 GB
distributed.worker - INFO - Local Directory: /dask-worker-space/dask-worker-space/worker-wxnjki6h
distributed.worker - INFO - -------------------------------------------------
distributed.worker - INFO - Waiting to connect to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - Waiting to connect to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - Registered to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - -------------------------------------------------
distributed.worker - ERROR - Can't get attribute 'PackedFunctionCall' on <module 'dask.blockwise' from '/opt/conda/envs/coiled/lib/python3.7/site-packages/dask/blockwise.py'> Traceback (most recent call last): File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/worker.py", line 991, in handle_scheduler comm, every_cycle=[self.ensure_communicating, self.ensure_computing] File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/core.py", line 554, in handle_stream msgs = await comm.read() File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/tcp.py", line 216, in read allow_offload=self.allow_offload, File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/utils.py", line 80, in from_frames res = _from_frames() File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/utils.py", line 64, in _from_frames frames, deserialize=deserialize, deserializers=deserializers File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/core.py", line 151, in loads value = _deserialize(head, fs, deserializers=deserializers) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/serialize.py", line 374, in deserialize return loads(header, frames) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/serialize.py", line 70, in pickle_loads return pickle.loads(x, buffers=buffers) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/pickle.py", line 75, in loads return pickle.loads(x) AttributeError: Can't get attribute 'PackedFunctionCall' on <module 'dask.blockwise' from '/opt/conda/envs/coiled/lib/python3.7/site-packages/dask/blockwise.py'>
distributed.worker - INFO - Connection to scheduler broken. Reconnecting...
distributed.worker - INFO - -------------------------------------------------
distributed.worker - WARNING - Mismatched versions found +-------------+---------------+---------------+------------------------------------+ | Package | This Worker | scheduler | workers | +-------------+---------------+---------------+------------------------------------+ | blosc | 1.10.2 | 1.10.2 | {None, '1.10.2'} | | dask | 2021.02.0 | 2021.02.0 | {'2020.12.0', '2021.02.0'} | | distributed | 2021.02.0 | 2021.02.0 | {'2021.01.1', '2021.02.0'} | | lz4 | 3.1.3 | 3.1.3 | {'3.1.3', None} | | numpy | 1.20.0 | 1.20.0 | {'1.20.0', '1.18.1'} | | python | 3.7.9.final.0 | 3.7.9.final.0 | {'3.7.9.final.0', '3.7.6.final.0'} | | toolz | 0.11.1 | 0.11.1 | {'0.10.0', '0.11.1'} | | tornado | 6.1 | 6.1 | {'6.1', '6.0.4'} | +-------------+---------------+---------------+------------------------------------+
distributed.worker - INFO - Registered to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - -------------------------------------------------
distributed.worker - ERROR - Can't get attribute 'PackedFunctionCall' on <module 'dask.blockwise' from '/opt/conda/envs/coiled/lib/python3.7/site-packages/dask/blockwise.py'> Traceback (most recent call last): File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/worker.py", line 991, in handle_scheduler comm, every_cycle=[self.ensure_communicating, self.ensure_computing] File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/core.py", line 554, in handle_stream msgs = await comm.read() File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/tcp.py", line 216, in read allow_offload=self.allow_offload, File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/utils.py", line 80, in from_frames res = _from_frames() File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/comm/utils.py", line 64, in _from_frames frames, deserialize=deserialize, deserializers=deserializers File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/core.py", line 151, in loads value = _deserialize(head, fs, deserializers=deserializers) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/serialize.py", line 374, in deserialize return loads(header, frames) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/serialize.py", line 70, in pickle_loads return pickle.loads(x, buffers=buffers) File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/protocol/pickle.py", line 75, in loads return pickle.loads(x) AttributeError: Can't get attribute 'PackedFunctionCall' on <module 'dask.blockwise' from '/opt/conda/envs/coiled/lib/python3.7/site-packages/dask/blockwise.py'>
distributed.worker - INFO - Connection to scheduler broken. Reconnecting...
distributed.worker - INFO - -------------------------------------------------
distributed.worker - WARNING - Mismatched versions found +-------------+---------------+---------------+------------------------------------+ | Package | This Worker | scheduler | workers | +-------------+---------------+---------------+------------------------------------+ | blosc | 1.10.2 | 1.10.2 | {None, '1.10.2'} | | dask | 2021.02.0 | 2021.02.0 | {'2020.12.0', '2021.02.0'} | | distributed | 2021.02.0 | 2021.02.0 | {'2021.01.1', '2021.02.0'} | | lz4 | 3.1.3 | 3.1.3 | {'3.1.3', None} | | numpy | 1.20.0 | 1.20.0 | {'1.20.0', '1.18.1'} | | python | 3.7.9.final.0 | 3.7.9.final.0 | {'3.7.9.final.0', '3.7.6.final.0'} | | toolz | 0.11.1 | 0.11.1 | {'0.10.0', '0.11.1'} | | tornado | 6.1 | 6.1 | {'6.1', '6.0.4'} | +-------------+---------------+---------------+------------------------------------+
distributed.worker - INFO - Registered to: tls://ip-10-2-13-135.us-east-2.compute.internal:8786
distributed.worker - INFO - -------------------------------------------------
HTH
Perhaps James could help here with the exception from Dask 🤔
I understand that your first experience with Coiled wasn't the best and I would like to apologise for it. Coiled is free while in beta and after we will have a free plan so you could still use Coiled for your needs.
I'd love to know if that's reproducible with symmetric versions. @jrbourbeau perhaps we should add some explicit notes about Dask's version compatibility policy?
On Mon, Feb 8, 2021, 20:09 Fábio Rosado notifications@github.com wrote:
Perhaps James could help here with the exception from Dask 🤔
I understand that your first experience with Coiled wasn't the best and I would like to apologise for it. Coiled is free while in beta and after we will have a free plan so you could still use Coiled for your needs.
— You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub https://github.com/coiled/feedback/issues/106#issuecomment-775576717, or unsubscribe https://github.com/notifications/unsubscribe-auth/AADQPYNNXSXZTOBNK3KZU33S6CDMLANCNFSM4XILGISQ .
Hmm looking at the Dask version warning it looks like there are two different versions of Dask on the workers in the cluster, {'2020.12.0', '2021.02.0'}
, and that's why we're seeing the Can't get attribute 'PackedFunctionCall'
error. I'm surprised to see that we would be pulling in different versions of Dask on different workers...
perhaps we should add some explicit notes about Dask's version compatibility policy?
That seems reasonable. In general something like "use the same version of Dask locally and remotely" is going to be the best approach for users.
I just updated my macbook to Big Sur, and updated anaconda to use Python 3.8, so I thought I'd try one more time. The good news is that I was able to install coiled and get the dashboard up and running :) The bad news is that on your NYC taxi example, the job stalled / froze after ~1 minute (see attached screenshot). Suggestions?
https://gist.github.com/murphyk/95c5bfe6907d43f30c95866b8d25bd0e
Hello Murphy thank you for your update. Could you confirm which distributed version you have installed? I had a look at the logs and seems that the workers lost connection to the scheduler. But perhaps @jrbourbeau can understand the logs in a better way.
This issue xRef: Distributed #3894 might be related to this issue. Although, I've run the quick start successfully a few times today, so it shouldn't be related to the chunk size 🤔
I have distributed '2.30.1'
(base) kpmurphy-macbookpro% python Python 3.8.5 (default, Sep 4 2020, 02:22:02) [Clang 10.0.0 ] :: Anaconda, Inc. on darwin Type "help", "copyright", "credits" or "license" for more information.
import dask dask.version '2.30.0' import distributed distributed.version '2.30.1'
Note that getting started instructions here https://docs.coiled.io/user_guide/getting_started.html are slightyl different, and recommend createing an explicit conda environment with the required package. And the demo runs on one month of NYC data instead of all of 2019 - I'll try that soon :)
Thank you for the update @murphyk. Our default software environments are running the latest version of distributed(2021.2.0
), which might be why you experienced some unusual behaviour. We could do two things here:
If you would like to create a software environment similar to coiled/default
you can do so with:
import coiled
coiled.create_software_environment(
name="default",
conda={
"channels": ["conda-forge", "defaults"],
"dependencies": ["bokeh", "bottleneck", "cytoolz", "dask-image", "dask-ml", "dask=2.30.1", "h5py", "lz4", "numba", "numpy", "pandas", "pillow", "pip", "pyarrow", "python-blosc", "python-graphviz", "requests", "s3fs", "scikit-learn", "xarray"]
}
)
In regards to the demo only using the data of only one month. On the cloud dashboard, we have a quickstart that uses all of the data. I'm leaving the snippet here if you would like to run over the whole data.
import dask.dataframe as dd
df = dd.read_csv(
"s3://nyc-tlc/trip data/yellow_tripdata_2019-*.csv",
dtype={
"payment_type": "UInt8",
"VendorID": "UInt8",
"passenger_count": "UInt8",
"RatecodeID": "UInt8",
},
storage_options={"anon": True},
blocksize="16 MiB",
).persist()
df.groupby("passenger_count").tip_amount.mean().compute()
I hope that this helps, please let me know if that works for you 😄
I updated my local copy of dask and distributed and now it all works (both 1 month data and all of 2019) - super fast, super cool! I'll try some of the other demos soon.
Unrelated request: can you please add some documentation on how to interpret the dashboard?
I updated my local copy of dask and distributed and now it all works (both 1 month data and all of 2019) - super fast, super cool! I'll try some of the other demos soon.
Unrelated request: can you please add some documentation on how to interpret the dashboard?
That's great! Also thank you for the suggestion, what kind of things do you think could be useful to show about the dashboard?
I don't have specific information needs for now (just exploring), but I was wondering what 'number of file descriptors' is. Also the profile timeline is very low level, and seems to refer to a lot of internal coiled functions. It would be awesome if it was more in terms of user code, or if there was some sort of hierarchical profile explorer for how the overall time is spent (as in standard software profilers). Just some ideas...
I am using a macbook pro (catalina, 10.15.7 ). I typed this
and get this error
Full output