one-click-cluster-labels

one-click-cluster-labels.json

{
  "name": "One Click Cluster Labels",
  "description": "Given a cluster as input, assigns the cluster label to every instance in the dataset used to train the cluster.",
  "inputs": [
    { 
      "name": "cluster",
      "description": "Cluster to use for labeling",
      "type": "cluster-id"
    }
  ],
  "outputs": [
    {
      "name": "labeled-dataset",
      "description": "A link to the labeled dataset",
      "type": "dataset-id"
    }
  ]
}

one-click-cluster-labels.whizzml

(define cluster-label-dataset
  (let (
    dataset (get (fetch cluster) "dataset")
    batchcentroid (
      create-and-wait-batchcentroid {
        "cluster" cluster
        "dataset" dataset
        "all_fields" true
        "output_dataset" true}))
    ((fetch batchcentroid) ["output_dataset_resource"] false)))

(define labeled-dataset cluster-label-dataset)