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Add MultiplexSegmentation consumer and zip consumer. #420

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merged 8 commits into from
Feb 12, 2021

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@willgraf willgraf commented Feb 11, 2021

The Multiplex consumer is a new job type that segments images based on 2 input channels, nuclear and cytoplasm. There are several files that are changed to add the new job:

  • prometheus-redis-exporter adds the job queue be exported to Prometheus.
  • The QUEUES environment variable has been updated in the autoscaler, redis-janitor, and frontend.
  • Custom Prometheus metrics have been added to the prometheus-operator.
  • This PR adds the new consumer along with its complementary zip-consumer,

For more information on the details of the job, see deepcell.applications.MultiplexSegmentation.


This PR may serve as a future example of all the necessary changes required for adding new job types.

@willgraf willgraf merged commit da6384d into stable Feb 12, 2021
@willgraf willgraf deleted the multiplex-consumer branch February 12, 2021 00:25
willgraf added a commit that referenced this pull request Apr 6, 2021
* Update bucket-monitor helm chart with unified STORAGE_BUCKET env var. (#414)

* Update copyright to 2021 (#415)

* Upgrade default GKE version to 1.16 (#412)

* Update autoscaler and janitor to latest release for better compatibility with 1.16. (#419)

* Add new consumer and zip consumer for "multiplex" jobs. (#420)

* Quote all annotations in chart templates. (#421)

* Refactor multiplex consumers to mesmer consumers (#422)

* Update referenced version to 1.5.0 (#423)

* Bump tracking model to TensorFlow 2 based version. (#426)

* Bump frontend chart to 0.3.0 and redis-consumer chart to 0.5.0 (#427)
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