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OpenAPI Specification
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 Batch Jobs 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: Batch Jobs APIs for Seldon Deploy
name: BatchJobs
paths:
/namespaces/{namespace}/pipelines/{name}/batchjobs:
get:
description: Read the pipeline batch jobs
operationId: ListPipelineBatchJobs
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: Limit of items returned in one response
in: query
name: limit
schema:
type: string
- description: Requested page
in: query
name: Page
schema:
type: string
responses:
'200':
$ref: '#/components/responses/BatchJobsListResponse'
'400':
$ref: '#/components/responses/ErrorDefault'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
post:
description: Create the pipeline batch jobs
operationId: CreatePipelineBatchJob
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/BatchJobDefinition'
responses:
'200':
$ref: '#/components/responses/BatchJobPostResponse'
'400':
$ref: '#/components/responses/ErrorDefault'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
/namespaces/{namespace}/pipelines/{name}/batchjobs/{jobName}:
get:
description: Get details on the pipeline batch job
operationId: GetPipelineBatchJob
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: JobName identifies a job name
in: path
name: jobName
required: true
schema:
type: string
responses:
'200':
$ref: '#/components/responses/BatchJobGetResponse'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
/namespaces/{namespace}/seldondeployments/{name}/batchjobs:
get:
description: Read the seldondeployment's batch jobs
operationId: ListSeldonDeploymentBatchJobs
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: Limit of items returned in one response
in: query
name: limit
schema:
type: string
- description: Requested page
in: query
name: Page
schema:
type: string
responses:
'200':
$ref: '#/components/responses/BatchJobsListResponse'
'400':
$ref: '#/components/responses/ErrorDefault'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
post:
description: Create the seldondeployment's batch jobs
operationId: CreateSeldonDeploymentBatchJob
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/BatchJobDefinition'
responses:
'200':
$ref: '#/components/responses/BatchJobPostResponse'
'400':
$ref: '#/components/responses/ErrorDefault'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
/namespaces/{namespace}/seldondeployments/{name}/batchjobs/{jobName}:
get:
description: Get details on the seldondeployment's batch job
operationId: GetDeploymentBatchJob
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: JobName identifies a job name
in: path
name: jobName
required: true
schema:
type: string
responses:
'200':
$ref: '#/components/responses/BatchJobGetResponse'
'500':
$ref: '#/components/responses/ErrorDefault'
tags:
- BatchJobs
components:
schemas:
Error:
description: Error Error
properties:
code:
description: Code
format: int64
type: integer
message:
description: Message
type: string
requestId:
description: RequestId
type: string
type: object
BatchJobDefinition:
description: BatchJobDefinition is a common interface for BatchJob v1 and v2 which specifies necessary arguments
properties:
batchDataType:
description: Batch Data Type (data, json or str)
type: string
batchInterval:
description: Interval between batches
format: double
type: number
batchMethod:
description: Batch Method (predict, feedback (for SCv1))
type: string
batchPayloadType:
description: Batch Payload Type (ndarray, tensor, tftensor, v2raw, v2binary - only if DataType=data)
type: string
batchRetries:
description: Number of retries for each instance
format: int64
type: integer
batchSize:
description: Size of the batch (number of predictions per request)
format: int64
type: integer
batchTransportProtocol:
description: Batch Transport Protocol (rest or grpc)
type: string
batchWorkers:
description: Number of batch workers
format: int64
type: integer
inputData:
description: S3 URI of input data file
type: string
limitsCpu:
description: 'Container Resources for running batch jobs: limits: CPU'
type: string
limitsMemory:
description: 'Container Resources for running batch jobs: limits: Memory'
type: string
objectStoreSecretName:
description: name of Kubernetes Secret with S3 credentials
type: string
outputData:
description: S3 URI of output data file
type: string
pvcSize:
description: Size of PVC required for the batch job
type: string
requestsCpu:
description: 'Container Resources for running batch jobs: requests: CPU'
type: string
requestsMemory:
description: 'Container Resources for running batch jobs: requests: Memory'
type: string
type: object
UID:
description: 'UID is a type that holds unique ID values, including UUIDs. Because we
don''t ONLY use UUIDs, this is an alias to string. Being a type captures
intent and helps make sure that UIDs and names do not get conflated.'
type: string
BatchJobGetResponse:
description: 'BatchJobGetResponse represents the full description and definition of a
retrieved batch job'
properties:
Definition:
$ref: '#/components/schemas/BatchJobDefinition'
Description:
$ref: '#/components/schemas/BatchJobDescription'
type: object
BatchJobPostResponse:
description: 'BatchJobPostResponse represents the name and uid of the batch job
created after a post request'
properties:
workflowName:
description: 'Name of created Argo Workflow
in: body'
type: string
workflowUID:
$ref: '#/components/schemas/UID'
type: object
BatchJobDescriptionList:
description: BatchJobDescriptionList is a list of BatchJobDescription
items:
$ref: '#/components/schemas/BatchJobDescription'
type: array
BatchJobDescription:
description: BatchJobDescription describes the workflow of the batch job
properties:
FinishedAt:
description: Time when job finished
type: string
StartedAt:
description: Time when job started
type: string
workflowName:
description: Name of related Argo Workflow
type: string
workflowStatus:
$ref: '#/components/schemas/WorkflowPhase'
workflowUID:
$ref: '#/components/schemas/UID'
type: object
WorkflowPhase:
description: the workflow's phase
type: string
BatchJobsListResponse:
description: 'BatchJobsListResponse represents the list of batch descriptions and their
limit, page, and page counts.'
properties:
batchJobs:
$ref: '#/components/schemas/BatchJobDescriptionList'
limit:
description: 'Limit of the request
in: body'
format: int64
type: integer
page:
description: 'Returned Page (counting from 0)
in: body'
format: int64
type: integer
pagesCount:
description: 'Number of available pages (Page = 0, ..., PagesCount - 1)
in: body'
format: int64
type: integer
type: object
responses:
BatchJobsListResponse:
description: Batch Jobs List Response
content:
application/json:
schema:
$ref: '#/components/schemas/BatchJobsListResponse'
ErrorDefault:
description: ErrorDefault Error
content:
application/json:
schema:
$ref: '#/components/schemas/Error'
BatchJobPostResponse:
description: Batch Job Post Response
content:
application/json:
schema:
$ref: '#/components/schemas/BatchJobPostResponse'
BatchJobGetResponse:
description: Batch Job Response
content:
application/json:
schema:
$ref: '#/components/schemas/BatchJobGetResponse'
requestBodies:
BatchJobDefinition:
content:
application/json:
schema:
$ref: '#/components/schemas/BatchJobDefinition'
description: WorkflowName
required: true
securitySchemes:
OAuth2:
type: oauth2
flows:
password:
tokenUrl: https://Y.Y.Y.Y
scopes:
email: ''
groups: ''
openid: ''
profile: ''