Seldon MetricsServer API

Metrics Server APIs for Seldon Deploy

Operations 4

GET /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server #
POST /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server #
DELETE /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server/{detectorName} #
GET /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server/{detectorName} #

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OpenAPI Specification

seldon-metricsserver-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  description: 'API to interact and manage the lifecycle of your machine learning models

    deployed through Seldon Deploy.'
  title: Seldon Deploy Metrics Server API
  version: v1alpha1
servers:
- url: http://X.X.X.X/seldon-deploy/api/v1alpha1
- url: https://X.X.X.X/seldon-deploy/api/v1alpha1
security:
- OAuth2:
  - '[]'
tags:
- description: Metrics Server APIs for Seldon Deploy
  name: MetricsServer
paths:
  /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server:
    get:
      description: Read the specified Seldon Deployment Metrics Server
      operationId: ListMetricsServerSeldonDeployment
      parameters:
      - description: Name identifies a resource
        in: path
        name: name
        required: true
        schema:
          type: string
      - description: Namespace provides a logical grouping of resources
        in: path
        name: namespace
        required: true
        schema:
          type: string
      responses:
        '200':
          $ref: '#/components/responses/DetectorListResponse'
        '500':
          $ref: '#/components/responses/ErrorDefault'
      tags:
      - MetricsServer
    post:
      description: Create the specified Seldon Deployment Metrics Server
      operationId: CreateMetricsServerSeldonDeployment
      parameters:
      - description: Name identifies a resource
        in: path
        name: name
        required: true
        schema:
          type: string
      - description: Namespace provides a logical grouping of resources
        in: path
        name: namespace
        required: true
        schema:
          type: string
      requestBody:
        $ref: '#/components/requestBodies/DetectorConfigData'
      responses:
        '200':
          $ref: '#/components/responses/DetectorResponse'
        '400':
          $ref: '#/components/responses/ErrorDefault'
        '500':
          $ref: '#/components/responses/ErrorDefault'
      tags:
      - MetricsServer
  /namespaces/{namespace}/seldondeployments/{name}/monitor/metrics-server/{detectorName}:
    delete:
      description: Read the specified Seldon Deployment Metrics Server
      operationId: DeleteMetricsServerSeldonDeployment
      parameters:
      - description: Name identifies a resource
        in: path
        name: name
        required: true
        schema:
          type: string
      - description: Namespace provides a logical grouping of resources
        in: path
        name: namespace
        required: true
        schema:
          type: string
      - description: Detector Name
        in: path
        name: detectorName
        required: true
        schema:
          type: string
      responses:
        '200':
          $ref: '#/components/responses/MessageResponse'
        '500':
          $ref: '#/components/responses/ErrorDefault'
      tags:
      - MetricsServer
    get:
      description: Read the specified Seldon Deployment Metrics Server
      operationId: ReadMetricsServerSeldonDeployment
      parameters:
      - description: Name identifies a resource
        in: path
        name: name
        required: true
        schema:
          type: string
      - description: Namespace provides a logical grouping of resources
        in: path
        name: namespace
        required: true
        schema:
          type: string
      - description: Detector Name
        in: path
        name: detectorName
        required: true
        schema:
          type: string
      responses:
        '200':
          $ref: '#/components/responses/DetectorResponse'
        '500':
          $ref: '#/components/responses/ErrorDefault'
      tags:
      - MetricsServer
components:
  schemas:
    DetectorStatus:
      type: string
    Error:
      description: Error Error
      properties:
        code:
          description: Code
          format: int64
          type: integer
        message:
          description: Message
          type: string
        requestId:
          description: RequestId
          type: string
      type: object
    DetectorConfiguration:
      properties:
        basic:
          $ref: '#/components/schemas/BasicDetectorConfiguration'
        deployment:
          $ref: '#/components/schemas/DetectorDeploymentConfiguration'
      type: object
    DetectorDeploymentConfiguration:
      properties:
        event_source:
          type: string
        event_type:
          type: string
        http_port:
          type: string
        memory_requirement:
          type: string
        model_name:
          type: string
        prom_scraping:
          type: boolean
        protocol:
          type: string
          description: 'For model inference, Seldon recommends using the industry-standard Open Inference Protocol (OIP) as the preferred protocol over others.<br>The corresponding protocol OIP value for Seldon Deployment detectors is ''kfserving.http''. For Seldon ML Pipelines, this is the only supported protocol.<br>For more information, please refer to the Seldon documentation: https://docs.seldon.ai/seldon-core-2/apis/inference/v2'
        reply_url:
          type: string
        user_permission:
          format: int64
          type: integer
      type: object
    Message:
      description: Message Message
      properties:
        code:
          description: Code
          format: int64
          type: integer
        message:
          description: Message
          type: string
      type: object
    BasicDetectorConfiguration:
      properties:
        drift_batch_size:
          type: string
        drift_type_feature:
          type: boolean
        env_secret_ref:
          type: string
        project:
          type: string
        storage_uri:
          type: string
      type: object
    DetectorConfigData:
      properties:
        config:
          $ref: '#/components/schemas/DetectorConfiguration'
        name:
          type: string
      type: object
    DetectorData:
      properties:
        config:
          $ref: '#/components/schemas/DetectorConfiguration'
        deployment_kind:
          type: string
        deployment_name:
          type: string
        detector_type:
          type: string
        name:
          type: string
        namespace:
          type: string
        status:
          $ref: '#/components/schemas/DetectorStatus'
      type: object
  responses:
    DetectorListResponse:
      description: Detector configuration data list
      content:
        application/json:
          schema:
            items:
              $ref: '#/components/schemas/DetectorData'
            type: array
    MessageResponse:
      description: GenericMessage Message
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Message'
    DetectorResponse:
      description: Detector configuration data
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/DetectorData'
    ErrorDefault:
      description: ErrorDefault Error
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  requestBodies:
    DetectorConfigData:
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/DetectorConfigData'
      description: Deployment Detector Data
      required: true
  securitySchemes:
    OAuth2:
      type: oauth2
      flows:
        password:
          tokenUrl: https://Y.Y.Y.Y
          scopes:
            email: ''
            groups: ''
            openid: ''
            profile: ''