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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













1















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









share|improve this question


























    1















    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









    share|improve this question
























      1












      1








      1








      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









      share|improve this question














      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






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked 2 days ago









      Egil MöllerEgil Möller

      111




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