Dataiku DSS Public API — Datasets

naftiko: 1.0.0-alpha2
info:
  label: Dataiku DSS Public API — Datasets
  description: 'Dataiku DSS Public API — Datasets. 8 operations. Lead operation: Dataiku List datasets. Self-contained Naftiko
    capability covering one Dataiku business surface.'
  tags:
  - Dataiku
  - Datasets
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    DATAIKU_API_KEY: DATAIKU_API_KEY
capability:
  consumes:
  - type: http
    namespace: public-datasets
    baseUri: https://{dss-host}/public/api
    description: Dataiku DSS Public API — Datasets business capability. Self-contained, no shared references.
    resources:
    - name: projects-projectKey-datasets
      path: /projects/{projectKey}/datasets
      operations:
      - name: listdatasets
        method: GET
        description: Dataiku List datasets
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: createdataset
        method: POST
        description: Dataiku Create a dataset
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: projects-projectKey-datasets-datasetName
      path: /projects/{projectKey}/datasets/{datasetName}
      operations:
      - name: getdataset
        method: GET
        description: Dataiku Get dataset details
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: updatedataset
        method: PUT
        description: Dataiku Update a dataset
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
      - name: deletedataset
        method: DELETE
        description: Dataiku Delete a dataset
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-projectKey-datasets-datasetName-data
      path: /projects/{projectKey}/datasets/{datasetName}/data
      operations:
      - name: getdatasetdata
        method: GET
        description: Dataiku Read dataset data
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: limit
          in: query
          type: integer
          description: Maximum number of rows to return
        - name: partitions
          in: query
          type: string
          description: Comma-separated list of partition identifiers to read from
    - name: projects-projectKey-datasets-datasetName-schema
      path: /projects/{projectKey}/datasets/{datasetName}/schema
      operations:
      - name: getdatasetschema
        method: GET
        description: Dataiku Get dataset schema
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: setdatasetschema
        method: PUT
        description: Dataiku Set dataset schema
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    authentication:
      type: apikey
      key: Authorization
      value: '{{env.DATAIKU_API_KEY}}'
      placement: header
  exposes:
  - type: rest
    namespace: public-datasets-rest
    port: 8080
    description: REST adapter for Dataiku DSS Public API — Datasets. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/projects/{projectkey}/datasets
      name: projects-projectkey-datasets
      description: REST surface for projects-projectKey-datasets.
      operations:
      - method: GET
        name: listdatasets
        description: Dataiku List datasets
        call: public-datasets.listdatasets
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: createdataset
        description: Dataiku Create a dataset
        call: public-datasets.createdataset
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/projects/{projectkey}/datasets/{datasetname}
      name: projects-projectkey-datasets-datasetname
      description: REST surface for projects-projectKey-datasets-datasetName.
      operations:
      - method: GET
        name: getdataset
        description: Dataiku Get dataset details
        call: public-datasets.getdataset
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: updatedataset
        description: Dataiku Update a dataset
        call: public-datasets.updatedataset
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: deletedataset
        description: Dataiku Delete a dataset
        call: public-datasets.deletedataset
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/projects/{projectkey}/datasets/{datasetname}/data
      name: projects-projectkey-datasets-datasetname-data
      description: REST surface for projects-projectKey-datasets-datasetName-data.
      operations:
      - method: GET
        name: getdatasetdata
        description: Dataiku Read dataset data
        call: public-datasets.getdatasetdata
        with:
          limit: rest.limit
          partitions: rest.partitions
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/projects/{projectkey}/datasets/{datasetname}/schema
      name: projects-projectkey-datasets-datasetname-schema
      description: REST surface for projects-projectKey-datasets-datasetName-schema.
      operations:
      - method: GET
        name: getdatasetschema
        description: Dataiku Get dataset schema
        call: public-datasets.getdatasetschema
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: setdatasetschema
        description: Dataiku Set dataset schema
        call: public-datasets.setdatasetschema
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: public-datasets-mcp
    port: 9090
    transport: http
    description: MCP adapter for Dataiku DSS Public API — Datasets. One tool per consumed operation, routed inline through
      this capability's consumes block.
    tools:
    - name: dataiku-list-datasets
      description: Dataiku List datasets
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: public-datasets.listdatasets
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-create-dataset
      description: Dataiku Create a dataset
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: public-datasets.createdataset
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-get-dataset-details
      description: Dataiku Get dataset details
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: public-datasets.getdataset
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-update-dataset
      description: Dataiku Update a dataset
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: public-datasets.updatedataset
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-delete-dataset
      description: Dataiku Delete a dataset
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: public-datasets.deletedataset
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-read-dataset-data
      description: Dataiku Read dataset data
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: public-datasets.getdatasetdata
      with:
        limit: tools.limit
        partitions: tools.partitions
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-get-dataset-schema
      description: Dataiku Get dataset schema
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: public-datasets.getdatasetschema
      outputParameters:
      - type: object
        mapping: $.
    - name: dataiku-set-dataset-schema
      description: Dataiku Set dataset schema
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: public-datasets.setdatasetschema
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.