random_ab_test.json

{
  "apiVersion": "machinelearning.seldon.io/v1alpha2",
  "kind": "SeldonDeployment",
  "metadata": {
    "labels": {
      "app": "seldon"
    },
    "name": "seldon-deployment"
  },
  "spec": {
    "name": "test-deployment-abtest",
    "predictors": [
      {
        "componentSpecs": [
          {
            "spec": {
              "containers": [
                {
                  "image": "seldonio/mock_classifier:1.0",
                  "imagePullPolicy": "IfNotPresent",
                  "name": "classifier-1",
                  "resources": {
                    "requests": {
                      "memory": "1Mi"
                    }
                  }
                }
              ],
              "terminationGracePeriodSeconds": 20
            }
          },
          {
            "metadata": {
              "labels": {
                "version": "v2"
              }
            },
            "spec": {
              "containers": [
                {
                  "image": "seldonio/mock_classifier:1.0",
                  "imagePullPolicy": "IfNotPresent",
                  "name": "classifier-2",
                  "resources": {
                    "requests": {
                      "memory": "1Mi"
                    }
                  }
                }
              ],
              "terminationGracePeriodSeconds": 20
            }
          }
        ],
        "name": "abtest",
        "replicas": 1,
        "annotations": {
          "predictor_version": "v1"
        },
        "graph": {
          "name": "random-ab-test",
          "endpoint": {},
          "implementation": "RANDOM_ABTEST",
          "parameters": [
            {
              "name": "ratioA",
              "value": "0.5",
              "type": "FLOAT"
            }
          ],
          "children": [
            {
              "name": "classifier-1",
              "endpoint": {
                "type": "REST"
              },
              "type": "MODEL",
              "children": []
            },
            {
              "name": "classifier-2",
              "endpoint": {
                "type": "REST"
              },
              "type": "MODEL",
              "children": []
            }
          ]
        }
      }
    ]
  }
}