Joar Wandborg created BEAM-5529:
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             Summary: Dataflow runner raises AssertionError if job takes > 50 
seconds to go from PENDING to RUNNING
                 Key: BEAM-5529
                 URL: https://issues.apache.org/jira/browse/BEAM-5529
             Project: Beam
          Issue Type: Bug
          Components: sdk-py-core
    Affects Versions: 2.6.0
            Reporter: Joar Wandborg
            Assignee: Ahmet Altay


To reproduce:
 - Try to run a Pipeline that takes longer than 50 seconds to go from 
JOB_STATE_PENDING to JOB_STATE_RUNNING using "with Pipeline() as pipeline:" 
(automatically executes {{pipeline.run().wait_until_finish()}} via 
{{Pipeline.__exit__}}) on Dataflow.
 - Your script will raise "AssertionError: Job did not reach to a terminal 
state after waiting indefinitely." (from 
[https://github.com/apache/beam/blob/766a1dc5b6523a0b7a3ce0a9ab78901cf17c9013/sdks/python/apache_beam/runners/dataflow/dataflow_runner.py#L1152-L1153])

I think the issue is that the block at 
[https://github.com/apache/beam/blob/766a1dc5b6523a0b7a3ce0a9ab78901cf17c9013/sdks/python/apache_beam/runners/dataflow/dataflow_runner.py#L147-L160]
 unintentionally exits if it takes > 50 seconds for a job to go from 
JOB_STATE_PENDING to JOB_STATE_RUNNING.



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