Create Seldon Core Model Deployment

Configuration Properties

Use this job to deploy a Seldon Core Model into the Fusion cluster.

Configuration Properties

Property Description, Type

columnNames

Output column names for model

A list of column names that the model generates which the ML Service will return after inference.

type: string

default value: '[output1, output2]'

deployModelName

Model name

required

The model name of the Seldon Core deployment to deploy

type: string

maxLength: 30

pattern: [a-zA-Z][\-a-zA-Z0-9]*[a-zA-Z0-9]?

Job ID

required

The ID for this job. Used in the API to reference this job. Allowed characters: a-z, A-Z, dash (-) and underscore (_)

type: string

maxLength: 63

pattern: [a-zA-Z][_\-a-zA-Z0-9]*[a-zA-Z0-9]?

modelDockerImage

Image name

required

Name of the model's docker image

type: string

modelDockerRepo

Docker repository

required

Defines the Docker repository where the model image is located.

type: string

modelDockerSecret

Kubernetes secret name for model repo

Defines the Kubernetes secret to be used with the Docker repository

type: string

modelReplicas

Model replicas

How many replicas of the model should be deployed by Seldon Core

type: integer

default value: '1'

readOptions

Read Options

Options used when reading input from Solr or other sources.

type: array of object

object attributes: {
  key (required) : {
    display name: Parameter Name
    type: string
    }
  value : {
    display name: Parameter Value
    type: string
    }
  }

sparkConfig

Additional parameters

Provide additional key/value pairs to be injected into the training JSON map at runtime. Values will be inserted as-is, so use " to surround string values

type: array of object

object attributes: {
  key (required) : {
    display name: Parameter Name
    type: string
    }
  value : {
    display name: Parameter Value
    type: string
    }
  }

type

Spark Job Type

required

type: string

default value: 'argo-deploy-model'

enum: { argo-deploy-model }

writeOptions

Write Options

Options used when writing output to Solr or other sources

type: array of object

object attributes: {
  key (required) : {
    display name: Parameter Name
    type: string
    }
  value : {
    display name: Parameter Value
    type: string
    }
  }