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prophet on Dask: Exception: No module named 'dill'
Hello, I am having this error using Prophet with dask parallel feature.
[W 2021-04-18 16:45:33,994] Trial 0 failed because of the following error: Exception("No module named 'dill'")
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/optuna/_optimize.py", line 217, in _run_trial
value_or_values = func(trial)
File "<ipython-input-16-968766504bad>", line 46, in objective
horizon = f'{days_in_the_future} days', parallel="dask")
File "/usr/local/lib/python3.7/dist-packages/fbprophet/diagnostics.py", line 168, in cross_validation
df, model = pool.scatter([df, model])
File "/usr/local/lib/python3.7/dist-packages/distributed/client.py", line 2187, in scatter
hash=hash,
File "/usr/local/lib/python3.7/dist-packages/distributed/client.py", line 844, in sync
self.loop, func, *args, callback_timeout=callback_timeout, **kwargs
File "/usr/local/lib/python3.7/dist-packages/distributed/utils.py", line 353, in sync
raise exc.with_traceback(tb)
File "/usr/local/lib/python3.7/dist-packages/distributed/utils.py", line 336, in f
result[0] = yield future
File "/usr/local/lib/python3.7/dist-packages/tornado/gen.py", line 762, in run
value = future.result()
File "/usr/local/lib/python3.7/dist-packages/distributed/client.py", line 2074, in _scatter
timeout=timeout,
File "/usr/local/lib/python3.7/dist-packages/distributed/core.py", line 862, in send_recv_from_rpc
result = await send_recv(comm=comm, op=key, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/distributed/core.py", line 661, in send_recv
raise exc.with_traceback(tb)
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/core.py", line 501, in handle_comm
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/scheduler.py", line 5024, in scatter
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/utils_comm.py", line 150, in scatter_to_workers
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/utils.py", line 237, in All
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/core.py", line 862, in send_recv_from_rpc
File "/opt/conda/envs/coiled/lib/python3.7/site-packages/distributed/core.py", line 663, in send_recv
Exception: No module named 'dill'
Here the output from client.get_versions(check=True):
{
"scheduler":{
"host":{
"python":"3.7.10.final.0",
"python-bits":64,
"OS":"Linux",
"OS-release":"4.14.225-168.357.amzn2.x86_64",
"machine":"x86_64",
"processor":"",
"byteorder":"little",
"LC_ALL":"C.UTF-8",
"LANG":"C.UTF-8"
},
"packages":{
"python":"3.7.10.final.0",
"dask":"2021.04.0",
"distributed":"2021.04.0",
"msgpack":"1.0.2",
"cloudpickle":"1.6.0",
"tornado":"6.1",
"toolz":"0.11.1",
"numpy":"1.20.2",
"lz4":"None",
"blosc":"None"
}
},
"workers":{
},
"client":{
"host":{
"python":"3.7.10.final.0",
"python-bits":64,
"OS":"Linux",
"OS-release":"4.19.112+",
"machine":"x86_64",
"processor":"x86_64",
"byteorder":"little",
"LC_ALL":"None",
"LANG":"en_US.UTF-8"
},
"packages":{
"python":"3.7.10.final.0",
"dask":"2021.04.0",
"distributed":"2021.04.0",
"msgpack":"1.0.2",
"cloudpickle":"1.6.0",
"tornado":"6.1",
"toolz":"0.11.1",
"numpy":"1.19.5",
"lz4":"None",
"blosc":"None"
}
}
}
The problem already happened using Airflow and Dask here I am using fbprophet 0.7.2
I solved installing dill on dask workers.
@facebook Can you close it?