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https://issues.apache.org/jira/browse/SUBMARINE-43?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chandni Singh updated SUBMARINE-43:
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Attachment: SUBMARINE-43.003.patch
> Add a Kubernetes Runtime to Submarine
> -------------------------------------
>
> Key: SUBMARINE-43
> URL: https://issues.apache.org/jira/browse/SUBMARINE-43
> Project: Hadoop Submarine
> Issue Type: New Feature
> Reporter: Chandni Singh
> Assignee: Chandni Singh
> Priority: Major
> Attachments: SUBMARINE-43.001.patch, SUBMARINE-43.002.patch,
> SUBMARINE-43.003.patch
>
>
> The goal of this experimental work is to be able to use Submarine Cli to be
> able to deploy the tensor flow job on kubernetes.
> The initial patch adds K8S Job Submitter which creates the following
> resources:
> 1. Pod for Primary Worker
> 2. Pod for Workers
> 3. Pod for PS
> 4. Following resources are created for Tensorboard:
> - Deployment for Tensorboard
> - Service
> - Ingress controller
> This is an experimental implementation for using Submarine interface to run
> tensorflow on kubernetes.
> It lacks important features/tasks
> - the status of a particular job or delete it via the Submarine interface.
> - tested manually via minikube locally. Unit tests are completely missing.
> - was unable to access HDFS in the worker container
> - submarine uses yarn cli and so there is a depenedency on yarn.
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