We are using apache-beam python 2.3 with Google Cloud Dataflow. Since about 2 weeks the Cloud Dataflow Dashboard at https://console.cloud.google.com/dataflow is heavily delayed for us (about 30mins - 1h).
This comes in 2 flavours:
newly started jobs do not show up in the Overview, also the status link provided by beam for the detailed job status page does not work with an error "Job not found"
also, if jobs are finally shown they often show a status of "running", while in reality they are already finished
This is also true when trying to access the status via gcloud cli tool (such as "gcloud dataflow jobs list").
Eventually (after up to 2h) all jobs are updated and displayed correctly.
Now, my question is: What is the reason for this and how can I get an up-to-date dashboard? Is there possibly anything I am doing wrong when running the job, do I need to pass another parameter or something?
We run all jobs in region europe-west1, with all workers in zone=europe-west3-a (Frankfurt/Germany) due to data privacy regulations on the data we are working with.