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Wrong ip in serialized dask.distributed.Queue() objects: Failed to deserialize
Terracotta Disabling L2 cache and object serializationHow to find why a task fails in dask distributed?Dask “no module named xxxx” errorVersion in “./docker-compose.yml” is unsupported. You might be seeing this error because you're using the wrong Compose file versionSetting up a dask distributed scheduler on two IP addresses?Accessing bokeh server using dask distributed via ssh tunnellingDask worker failing to deserialize taskDask distributed Failed to deserialize with numpy.arrays and sparse.matricesdask failed in merge operation and the reason is memory errorFailing on Bag.to_avro becase of Killed/MemoryError on a large dataset
I am running a small dask distributed cluster using docker-compose (also tested using docker swarm), and connecting to it from my local laptop.
I'm trying to run a small test using dask.distributed.Queue(). Those do not deserialize properly on the workers, as they contain the ip:port used to connect to the cluster (scheduler) from my local laptop, not the ip available inside the docker compose virtual network.
How should I connect to the cluster, or set the cluster up, so that Queue() objects serialize with the proper scheduler address?
Error messages:
distributed.protocol.pickle - INFO - Failed to deserialize b'x80x04x95x9bx00x00x00x00x00x00x00x8cx12distributed.queuesx94x8cx05Queuex94x93x94)x81x94x8c&queue-7f344bb49fac489e9b330c7ec5ebb736x94x8cx14tcp://localhost:8786x94x86x94bhx02)x81x94x8c&queue-896fde1ea60a426f98846735372b33c7x94hx05x86x94bx86x94.'
OSError: Timed out trying to connect to 'tcp://localhost:8786' after 10 s: in <distributed.comm.tcp.TCPConnector object at 0x7ffa5cc49588>: OSError: [Errno 99] Cannot assign requested address
Test code:
import dask.distributed
import dask.bag as db
client = dask.distributed.Client('localhost:8786')
q = dask.distributed.Queue()
def foo(q1, q2):
while True:
d = q1.get()
print(d)
q2.put(d)
q1 = dask.distributed.Queue()
q2 = dask.distributed.Queue()
client.submit(foo, q1, q2)
docker-compose.yml
version: '3'
services:
scheduler:
hostname: scheduler
image: daskdev/dask
command: dask-scheduler
ports:
- "8786:8786"
- "8787:8787"
volumes:
- /:/host
worker-1:
hostname: worker-1
image: daskdev/dask
command: dask-worker scheduler:8786
depends_on:
- scheduler
volumes:
- /:/host
docker-compose distributed dask
add a comment |
I am running a small dask distributed cluster using docker-compose (also tested using docker swarm), and connecting to it from my local laptop.
I'm trying to run a small test using dask.distributed.Queue(). Those do not deserialize properly on the workers, as they contain the ip:port used to connect to the cluster (scheduler) from my local laptop, not the ip available inside the docker compose virtual network.
How should I connect to the cluster, or set the cluster up, so that Queue() objects serialize with the proper scheduler address?
Error messages:
distributed.protocol.pickle - INFO - Failed to deserialize b'x80x04x95x9bx00x00x00x00x00x00x00x8cx12distributed.queuesx94x8cx05Queuex94x93x94)x81x94x8c&queue-7f344bb49fac489e9b330c7ec5ebb736x94x8cx14tcp://localhost:8786x94x86x94bhx02)x81x94x8c&queue-896fde1ea60a426f98846735372b33c7x94hx05x86x94bx86x94.'
OSError: Timed out trying to connect to 'tcp://localhost:8786' after 10 s: in <distributed.comm.tcp.TCPConnector object at 0x7ffa5cc49588>: OSError: [Errno 99] Cannot assign requested address
Test code:
import dask.distributed
import dask.bag as db
client = dask.distributed.Client('localhost:8786')
q = dask.distributed.Queue()
def foo(q1, q2):
while True:
d = q1.get()
print(d)
q2.put(d)
q1 = dask.distributed.Queue()
q2 = dask.distributed.Queue()
client.submit(foo, q1, q2)
docker-compose.yml
version: '3'
services:
scheduler:
hostname: scheduler
image: daskdev/dask
command: dask-scheduler
ports:
- "8786:8786"
- "8787:8787"
volumes:
- /:/host
worker-1:
hostname: worker-1
image: daskdev/dask
command: dask-worker scheduler:8786
depends_on:
- scheduler
volumes:
- /:/host
docker-compose distributed dask
add a comment |
I am running a small dask distributed cluster using docker-compose (also tested using docker swarm), and connecting to it from my local laptop.
I'm trying to run a small test using dask.distributed.Queue(). Those do not deserialize properly on the workers, as they contain the ip:port used to connect to the cluster (scheduler) from my local laptop, not the ip available inside the docker compose virtual network.
How should I connect to the cluster, or set the cluster up, so that Queue() objects serialize with the proper scheduler address?
Error messages:
distributed.protocol.pickle - INFO - Failed to deserialize b'x80x04x95x9bx00x00x00x00x00x00x00x8cx12distributed.queuesx94x8cx05Queuex94x93x94)x81x94x8c&queue-7f344bb49fac489e9b330c7ec5ebb736x94x8cx14tcp://localhost:8786x94x86x94bhx02)x81x94x8c&queue-896fde1ea60a426f98846735372b33c7x94hx05x86x94bx86x94.'
OSError: Timed out trying to connect to 'tcp://localhost:8786' after 10 s: in <distributed.comm.tcp.TCPConnector object at 0x7ffa5cc49588>: OSError: [Errno 99] Cannot assign requested address
Test code:
import dask.distributed
import dask.bag as db
client = dask.distributed.Client('localhost:8786')
q = dask.distributed.Queue()
def foo(q1, q2):
while True:
d = q1.get()
print(d)
q2.put(d)
q1 = dask.distributed.Queue()
q2 = dask.distributed.Queue()
client.submit(foo, q1, q2)
docker-compose.yml
version: '3'
services:
scheduler:
hostname: scheduler
image: daskdev/dask
command: dask-scheduler
ports:
- "8786:8786"
- "8787:8787"
volumes:
- /:/host
worker-1:
hostname: worker-1
image: daskdev/dask
command: dask-worker scheduler:8786
depends_on:
- scheduler
volumes:
- /:/host
docker-compose distributed dask
I am running a small dask distributed cluster using docker-compose (also tested using docker swarm), and connecting to it from my local laptop.
I'm trying to run a small test using dask.distributed.Queue(). Those do not deserialize properly on the workers, as they contain the ip:port used to connect to the cluster (scheduler) from my local laptop, not the ip available inside the docker compose virtual network.
How should I connect to the cluster, or set the cluster up, so that Queue() objects serialize with the proper scheduler address?
Error messages:
distributed.protocol.pickle - INFO - Failed to deserialize b'x80x04x95x9bx00x00x00x00x00x00x00x8cx12distributed.queuesx94x8cx05Queuex94x93x94)x81x94x8c&queue-7f344bb49fac489e9b330c7ec5ebb736x94x8cx14tcp://localhost:8786x94x86x94bhx02)x81x94x8c&queue-896fde1ea60a426f98846735372b33c7x94hx05x86x94bx86x94.'
OSError: Timed out trying to connect to 'tcp://localhost:8786' after 10 s: in <distributed.comm.tcp.TCPConnector object at 0x7ffa5cc49588>: OSError: [Errno 99] Cannot assign requested address
Test code:
import dask.distributed
import dask.bag as db
client = dask.distributed.Client('localhost:8786')
q = dask.distributed.Queue()
def foo(q1, q2):
while True:
d = q1.get()
print(d)
q2.put(d)
q1 = dask.distributed.Queue()
q2 = dask.distributed.Queue()
client.submit(foo, q1, q2)
docker-compose.yml
version: '3'
services:
scheduler:
hostname: scheduler
image: daskdev/dask
command: dask-scheduler
ports:
- "8786:8786"
- "8787:8787"
volumes:
- /:/host
worker-1:
hostname: worker-1
image: daskdev/dask
command: dask-worker scheduler:8786
depends_on:
- scheduler
volumes:
- /:/host
docker-compose distributed dask
docker-compose distributed dask
asked 2 days ago
Egil MöllerEgil Möller
111
111
add a comment |
add a comment |
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