Submarine Cli

Install Package

pip install pysubmarine

Submarine sandbox management




submarine sandbox start # create submarine sandbox
submarine sandbox start --version 0.6.0
submarine sandbox delete # delete submarine sandbox

Submarine get resource




submarine get experiment <id>
submarine get notebook <id>
submarine get environment <id>

Output




































{
  "status": "OK",
  "code": 200,
  "result": {
    "experimentId": "experiment_1586156073228_0001",
    "name": "tf-mnist-json",
    "uid": "28e39dcd-77d4-11ea-8dbb-0242ac110003",
    "status": "Accepted",
    "acceptedTime": "2020-06-13T22:59:29.000+08:00",
    "spec": {
      "meta": {
        "name": "tf-mnist-json",
        "namespace": "default",
        "framework": "TensorFlow",
        "cmd": "python /var/tf_mnist/mnist_with_summaries.py --log_dir=/train/log --learning_rate=0.01 --batch_size=150",
        "envVars": {
          "ENV_1": "ENV1"
        }
      },
      "environment": {
        "image": "apache/submarine:tf-mnist-with-summaries-1.0"
      },
      "spec": {
        "Ps": {
          "replicas": 1,
          "resources": "cpu=1,memory=1024M"
        },
        "Worker": {
          "replicas": 1,
          "resources": "cpu=1,memory=2048M"
        }
      }
    }
  }
}

Submarine list resource




submarine list experiment 
submarine list notebook
submarine list environment

Output

Experiment Name Experiment ID Tags Status …
mnist experiment-001 cnn running
mnist-1 experiment-002 cnn finished

Submarine delete resource




submarine delete experiment <id>
submarine delete notebook <id>
submarine delete environment <id>
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