Seldon OutlierDetector API
Outlier Detector APIs for Seldon Deploy
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OpenAPI Specification
openapi: 3.0.0
info:
description: 'API to interact and manage the lifecycle of your machine learning models
deployed through Seldon Deploy.'
title: Seldon Deploy AlertingService OutlierDetector 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:
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
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
Error:
description: Error Error
properties:
code:
description: Code
format: int64
type: integer
message:
description: Message
type: string
requestId:
description: RequestId
type: string
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
DetectorConfiguration:
properties:
basic:
$ref: '#/components/schemas/BasicDetectorConfiguration'
deployment:
$ref: '#/components/schemas/DetectorDeploymentConfiguration'
type: object
DetectorStatus:
type: string
DetectorConfigData:
properties:
config:
$ref: '#/components/schemas/DetectorConfiguration'
name:
type: string
type: object
Message:
description: Message Message
properties:
code:
description: Code
format: int64
type: integer
message:
description: Message
type: string
type: object
responses:
DetectorListResponse:
description: Detector configuration data list
content:
application/json:
schema:
items:
$ref: '#/components/schemas/DetectorData'
type: array
DetectorResponse:
description: Detector configuration data
content:
application/json:
schema:
$ref: '#/components/schemas/DetectorData'
MessageResponse:
description: GenericMessage Message
content:
application/json:
schema:
$ref: '#/components/schemas/Message'
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: ''