Amazon SageMaker · Arazzo Workflow

Amazon SageMaker Audit Endpoint Fleet

Version 1.0.0

List hosted endpoints and describe the most recently created one in detail.

1 workflow 1 source API 1 provider
View Spec View on GitHub Artificial IntelligenceInferenceMachine-LearningMLOpsTrainingArazzoWorkflows

Provider

amazon-sagemaker

Workflows

audit-endpoint-fleet
List endpoints and inspect the most recently created one.
Lists endpoints newest-first and, when at least one exists, describes the top endpoint to read its status and production variant detail.
2 steps inputs: maxResults, statusEquals outputs: endpointStatus, newestEndpointName, productionVariants
1
listEndpoints
List hosted endpoints sorted by creation time in descending order, optionally filtered to a single status.
2
describeEndpoint
Describe the most recently created endpoint to read its status, production variants, and any failure reason.

Source API Descriptions

Arazzo Workflow Specification

Raw ↑
arazzo: 1.0.1
info:
  title: Amazon SageMaker Audit Endpoint Fleet
  summary: List hosted endpoints and describe the most recently created one in detail.
  description: >-
    An operations and monitoring flow. The workflow lists the account's hosted
    endpoints sorted by creation time, branches on whether any exist, and when
    there is at least one describes the newest endpoint to surface its status,
    production variants, and any failure reason. Each step spells out its
    request inline so the flow can be read and executed without opening the
    underlying OpenAPI description.
  version: 1.0.0
  x-realizes-capability-ids:
  - BC-610.60
  x-capability-derivation:
    method: 'deterministic join: sourceDescriptions -> per-tag OpenAPI -> tag/capability edge. No classification at this step.'
    min_confidence: 0.7
    sources:
    - capability_id: BC-610.60
      capability_name: Artificial Intelligence Management
      spec: amazon-sagemaker-endpoints-api-openapi.yml
      confidence: 0.82
    model: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities, CC BY 4.0
sourceDescriptions:
- name: endpointsApi
  url: ../openapi/amazon-sagemaker-endpoints-api-openapi.yml
  type: openapi
workflows:
- workflowId: audit-endpoint-fleet
  summary: List endpoints and inspect the most recently created one.
  description: >-
    Lists endpoints newest-first and, when at least one exists, describes the
    top endpoint to read its status and production variant detail.
  inputs:
    type: object
    properties:
      statusEquals:
        type: string
        description: Optional endpoint status to filter the list by (e.g. InService).
      maxResults:
        type: integer
        description: The maximum number of endpoints to return.
        default: 10
  steps:
  - stepId: listEndpoints
    description: >-
      List hosted endpoints sorted by creation time in descending order,
      optionally filtered to a single status.
    operationId: ListEndpoints
    parameters:
    - name: X-Amz-Target
      in: header
      value: SageMaker.ListEndpoints
    requestBody:
      contentType: application/x-amz-json-1.1
      payload:
        SortBy: CreationTime
        SortOrder: Descending
        StatusEquals: $inputs.statusEquals
        MaxResults: $inputs.maxResults
    successCriteria:
    - condition: $statusCode == 200
    outputs:
      newestEndpointName: $response.body#/Endpoints/0/EndpointName
      nextToken: $response.body#/NextToken
    onSuccess:
    - name: endpointsExist
      type: goto
      stepId: describeEndpoint
      criteria:
      - context: $response.body
        condition: $.Endpoints.length > 0
        type: jsonpath
    - name: noEndpoints
      type: end
      criteria:
      - context: $response.body
        condition: $.Endpoints.length == 0
        type: jsonpath
  - stepId: describeEndpoint
    description: >-
      Describe the most recently created endpoint to read its status, production
      variants, and any failure reason.
    operationId: DescribeEndpoint
    parameters:
    - name: X-Amz-Target
      in: header
      value: SageMaker.DescribeEndpoint
    requestBody:
      contentType: application/x-amz-json-1.1
      payload:
        EndpointName: $steps.listEndpoints.outputs.newestEndpointName
    successCriteria:
    - condition: $statusCode == 200
    outputs:
      endpointStatus: $response.body#/EndpointStatus
      endpointConfigName: $response.body#/EndpointConfigName
      productionVariants: $response.body#/ProductionVariants
      failureReason: $response.body#/FailureReason
  outputs:
    newestEndpointName: $steps.listEndpoints.outputs.newestEndpointName
    endpointStatus: $steps.describeEndpoint.outputs.endpointStatus
    productionVariants: $steps.describeEndpoint.outputs.productionVariants

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