Seldon

Seldon OutlierDetector API

Outlier Detector APIs for Seldon Deploy

GitHub OpenAPI

Operations 8

GET /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector #
POST /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector #
DELETE /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector/{detectorName} #
GET /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector/{detectorName} #
GET /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector #
POST /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector #
DELETE /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector/{detectorName} #
GET /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector/{detectorName} #

Documentation

📖
Documentation
https://deploy.seldon.io/en/v2.3/contents/product-tour/api/index.html

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/openapi/seldon-outlierdetector-api-openapi.yml

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API 
curl "https://apis.io/api/v1/apis/seldon-outlierdetector-api"
All apis 
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

seldon-outlierdetector-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 Outlier Detector 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: Outlier Detector APIs for Seldon Deploy
  name: OutlierDetector
paths:
  /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector:
    get:
      description: List the specified Seldon Pipeline Outlier Detector
      operationId: ListOutlierDetectorSeldonPipeline
      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:
      - OutlierDetector
    post:
      description: Create the specified Seldon Pipeline Outlier Detector
      operationId: CreateOutlierDetectorSeldonPipeline
      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'
        '500':
          $ref: '#/components/responses/ErrorDefault'
      tags:
      - OutlierDetector
  /namespaces/{namespace}/pipelines/{name}/monitor/outlier-detector/{detectorName}:
    delete:
      description: Read the specified Seldon Pipeline Outlier Detector
      operationId: DeleteOutlierDetectorSeldonPipeline
      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:
      - OutlierDetector
    get:
      description: Read the specified Seldon Pipeline Outlier Detector
      operationId: ReadOutlierDetectorSeldonPipeline
      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:
      - OutlierDetector
  /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector:
    get:
      description: Read the specified Seldon Deployment Outlier Detector
      operationId: ListOutlierDetectorSeldonDeployment
      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:
      - OutlierDetector
    post:
      description: Create the specified Seldon Deployment Outlier Detector
      operationId: CreateOutlierDetectorSeldonDeployment
      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:
      - OutlierDetector
  /namespaces/{namespace}/seldondeployments/{name}/monitor/outlier-detector/{detectorName}:
    delete:
      description: Read the specified Seldon Deployment Outlier Detector
      operationId: DeleteOutlierDetectorSeldonDeployment
      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:
      - OutlierDetector
    get:
      description: Read the specified Seldon Deployment Outlier Detector
      operationId: ReadOutlierDetectorSeldonDeployment
      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:
      - OutlierDetector
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: ''