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Add K8s support for clearml-session (#808)
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@ -109,6 +109,41 @@ To connect to an existing session:
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To run a session inside a Docker container, use the `--docker` flag and enter the docker image to use in the interactive
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To run a session inside a Docker container, use the `--docker` flag and enter the docker image to use in the interactive
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session.
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session.
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### Kubernetes Support
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With ClearML k8s-glue you can enable launching ClearML sessions directly within Kubernetes pods. Set up the network and
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ingress settings for `clearml-session` in the `sessions` section of the [`values.yaml`](https://github.com/allegroai/clearml-helm-charts/blob/main/charts/clearml-agent/values.yaml)
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file.
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Make sure to set the following values:
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* Set `portModeEnabled: true` to allow sessions to run directly from a pod
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* `svcType` - Set the service type to either `NodePort` or `LoadBalancer`. Note that if set to `NodePort`, the
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`externalIP` must be set to the IP of one of the workers. If set to `LoadBalancer`, you need to have a LoadBalancer and
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external IP address set up in advance, before applying the chart
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* `externalIP` - Define an external IP address that the client will connect to. Note that this external IP needs to be
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set up in advance.
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* `maxServices` - The maximum number of sessions the agent will spawn
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For example:
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```
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# -- Sessions internal service configuration
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sessions:
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# -- Enable/Disable sessions portmode WARNING: only one Agent deployment can have this set to true
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portModeEnabled: true
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# -- specific annotations for session services
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svcAnnotations: {}
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# -- service type ("NodePort" or "ClusterIP" or "LoadBalancer")
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svcType: "NodePort"
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# -- External IP sessions clients can connect to
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externalIP: 0.0.0.0
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# -- starting range of exposed NodePorts
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startingPort: 30000
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# -- maximum number of NodePorts exposed
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maxServices: 20
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```
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For more information, see [Kubernetes](../clearml_agent.md#kubernetes).
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### Installing Requirements
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### Installing Requirements
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`clearml-session` can install required Python packages when setting up the remote environment.
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`clearml-session` can install required Python packages when setting up the remote environment.
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Specify requirements in one of the following ways:
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Specify requirements in one of the following ways:
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