Amazon SageMaker API — Training Jobs

naftiko: 1.0.0-alpha2
info:
  label: Amazon SageMaker API — Training Jobs
  description: 'Amazon SageMaker API — Training Jobs. 3 operations. Lead operation: Amazon SageMaker Create a Training Job.
    Self-contained Naftiko capability covering one Amazon Sagemaker business surface.'
  tags:
  - Amazon Sagemaker
  - Training Jobs
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    AMAZON_SAGEMAKER_API_KEY: AMAZON_SAGEMAKER_API_KEY
capability:
  consumes:
  - type: http
    namespace: amazon-sagemaker-training-jobs
    baseUri: https://api.sagemaker.{region}.amazonaws.com
    description: Amazon SageMaker API — Training Jobs business capability. Self-contained, no shared references.
    resources:
    - name: '#CreateTrainingJob'
      path: /#CreateTrainingJob
      operations:
      - name: createtrainingjob
        method: POST
        description: Amazon SageMaker Create a Training Job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: '#DescribeTrainingJob'
      path: /#DescribeTrainingJob
      operations:
      - name: describetrainingjob
        method: POST
        description: Amazon SageMaker Describe a Training Job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: '#ListTrainingJobs'
      path: /#ListTrainingJobs
      operations:
      - name: listtrainingjobs
        method: POST
        description: Amazon SageMaker List Training Jobs
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
  exposes:
  - type: rest
    namespace: amazon-sagemaker-training-jobs-rest
    port: 8080
    description: REST adapter for Amazon SageMaker API — Training Jobs. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/createtrainingjob
      name: createtrainingjob
      description: 'REST surface for #CreateTrainingJob.'
      operations:
      - method: POST
        name: createtrainingjob
        description: Amazon SageMaker Create a Training Job
        call: amazon-sagemaker-training-jobs.createtrainingjob
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/describetrainingjob
      name: describetrainingjob
      description: 'REST surface for #DescribeTrainingJob.'
      operations:
      - method: POST
        name: describetrainingjob
        description: Amazon SageMaker Describe a Training Job
        call: amazon-sagemaker-training-jobs.describetrainingjob
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/listtrainingjobs
      name: listtrainingjobs
      description: 'REST surface for #ListTrainingJobs.'
      operations:
      - method: POST
        name: listtrainingjobs
        description: Amazon SageMaker List Training Jobs
        call: amazon-sagemaker-training-jobs.listtrainingjobs
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: amazon-sagemaker-training-jobs-mcp
    port: 9090
    transport: http
    description: MCP adapter for Amazon SageMaker API — Training Jobs. One tool per consumed operation, routed inline through
      this capability's consumes block.
    tools:
    - name: amazon-sagemaker-create-training-job
      description: Amazon SageMaker Create a Training Job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: amazon-sagemaker-training-jobs.createtrainingjob
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: amazon-sagemaker-describe-training-job
      description: Amazon SageMaker Describe a Training Job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: amazon-sagemaker-training-jobs.describetrainingjob
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: amazon-sagemaker-list-training-jobs
      description: Amazon SageMaker List Training Jobs
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: amazon-sagemaker-training-jobs.listtrainingjobs
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.