seldondeployment.json

{
  "kind": "SeldonDeployment",
  "apiVersion": "{{ .Values.apiVersion }}",
  "metadata": {
    "name": "{{ .Release.Name }}",
    "namespace": "{{ .Release.Namespace }}",
    "labels": {
      {{- range $name, $val := .Values.labels }}
        "{{ $name }}": "{{ $val }}",
      {{ end -}}
    }
  },
  "spec": {
      "name": "{{ .Release.Name }}",
      "protocol": "{{ .Values.protocol }}",
    "annotations": {
      {{- range $name, $val := .Values.annotations }}
        "{{ $name }}": "{{ $val }}",
      {{ end -}}
    },
    "predictors": [
      {
        "name": "default",
        "graph": {
          "name": "model",
          {{- if .Values.model.implementation }}
          "implementation": "{{ .Values.model.implementation }}",
          {{- end}}
          {{- if .Values.model.envSecretRefName }}
          "envSecretRefName": "{{ .Values.model.envSecretRefName }}",
          {{- end}}
          {{- if .Values.model.uri }}
          "modelUri": "{{ .Values.model.uri }}",
          {{- end}}
          {{- if .Values.model.mlflow.xtype }}
          "parameters": [
		{
		    "name": "xtype",
		    "type": "STRING",
		    "value": "{{ .Values.model.mlflow.xtype }}" 
		}
	  ],
          {{- end}}
          "type": "MODEL",
          {{- if .Values.model.logger.enabled }}
          "logger": {
             "mode": "all",
             {{- if .Values.model.logger.url }}
             "url": "{{ .Values.model.logger.url }}",
             {{- end}}
          },
          {{- end}}
        },
        "componentSpecs": [
          {
            "spec": {
              "containers": [
                {
                  "name": "model",
                  {{- if .Values.model.image }}
                  "image": "{{ .Values.model.image }}",
                  {{- end}}
                  "env": [
                    {{- range $var, $val := .Values.model.env }}
                      {
                        "name": "{{ $var }}",
                        "value": "{{ $val }}"
                      },
                    {{ end -}}
                  ],
                  "resources": {{ .Values.model.resources | toJson }},
                }
              ]
            },
            {{- if .Values.hpa.enabled }}
            "hpaSpec": {
              "minReplicas": {{ int .Values.hpa.minReplicas }},
              "maxReplicas": {{ int .Values.hpa.maxReplicas }},
              "metrics": {{ .Values.hpa.metrics | toJson }},
            }
            {{- end }}
          }
        ],
        "replicas": {{ int .Values.replicas }}
      }
    ]
  }
}