Talend

Talend Dataset API

The dataset API from Talend — 5 operation(s) for dataset.

GitHub OpenAPI
Business capability
Information & Data Management BC-610

Operations 7

GET /datasets Get the list of datasets #
GET /datasets/{datasetId} Get a dataset #
DELETE /datasets/{datasetId} Delete a dataset #
PUT /datasets/{datasetId}/certification Set the certification state of a dataset #
GET /datasets/{datasetId}/attributes List custom attributes values for a dataset #
PUT /datasets/{datasetId}/attributes/{id} Set or update a custom attribute value for a dataset #
DELETE /datasets/{datasetId}/attributes/{id} Delete a custom attribute value for a dataset #

Specifications

⚙
OpenAPI
https://artifacts.apis.io/talend/openapi/talend-dataset-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://artifacts.apis.io/talend/json-schema/talend-dataset-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/talend/json-schema/talend-command-success-schema.json
📊
JSONSchema
https://artifacts.apis.io/talend/json-schema/talend-certification-request-schema.json
📊
JSONSchema
https://artifacts.apis.io/talend/json-schema/talend-custom-attribute-value-dataset-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/talend/json-schema/talend-attribute-value-put-request-schema.json

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OpenAPI Specification

talend-dataset-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Dataset API
  description: Manage the datasources referenced in Talend Cloud applications and the configuration and metadata associated to these datasources (attributes, data types, data quality).
  contact:
    name: Talend
  version: 2021-03
servers:
- url: https://api.eu.cloud.talend.com
  description: URL for the AWS Europe region
  x-talend:
    isPublished: true
- url: https://api.ap.cloud.talend.com
  description: URL for the AWS Asia Pacific region
  x-talend:
    isPublished: true
- url: https://api.us.cloud.talend.com
  description: URL for the AWS United States East region
  x-talend:
    isPublished: true
- url: https://api.au.cloud.talend.com
  description: URL for the AWS Australia region
  x-talend:
    isPublished: true
- url: https://api.us-west.cloud.talend.com
  description: URL for the Azure United States West region
  x-talend:
    isPublished: true
security:
- Public: []
tags:
- name: Dataset
paths:
  /datasets:
    get:
      tags:
      - Dataset
      summary: Get the list of datasets
      description: A dataset is a collection of data retrieved from a connection. Use this method to list all the datasets that have been created for a given user account.
      operationId: listDatasets
      parameters:
      - name: flat
        in: query
        description: A dataset is flat when it only contains simple types (not nested)
        schema:
          type: string
          description: A dataset is flat when it only contains simple types (not nested)
          enum:
          - 'false'
          - 'true'
      - name: tqlQuery
        in: query
        description: Filter on dataset's list by using TQL (Talend Query Language)
        schema:
          type: string
          description: Filter on dataset's list by using TQL (Talend Query Language)
      - name: favorite
        in: query
        description: Filter on dataset's favorite status
        schema:
          type: string
          description: Filter on dataset's favorite status
          enum:
          - 'false'
          - 'true'
      - name: sameSchemaAs
        in: query
        description: Filter on datasets which have the same schema as the targeted dataset
        schema:
          type: string
          description: Filter on datasets which have the same schema as the targeted dataset
        example: 766ba1b6-0500-40fd-a492-c72de568592c
      - name: sortOrder
        in: query
        description: 'Order for the sort: ascending or descending, should be paired with the sortBy parameter'
        schema:
          type: string
          description: 'Order for the sort: ascending or descending, should be paired with the sortBy parameter'
          enum:
          - asc
          - desc
      - name: sortBy
        in: query
        description: Sort on datasets' list with a field name, should be paired with the sortOrder parameter
        schema:
          type: string
          description: Sort on datasets' list with a field name, should be paired with the sortOrder parameter
      - name: cloudrunner
        in: query
        description: Filter on dataset's connection remote engine type
        schema:
          type: string
          description: Filter on dataset's connection remote engine type
          enum:
          - 'false'
          - 'true'
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/DatasetResponse'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '502':
          description: Bad gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
  /datasets/{datasetId}:
    parameters:
    - name: datasetId
      in: path
      required: true
      schema:
        type: string
    get:
      tags:
      - Dataset
      summary: Get a dataset
      description: A dataset is a collection of data retrieved from a connection. Use this method to get information on a dataset based on its id.
      operationId: get
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetResponse'
        '400':
          description: Bad request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '404':
          description: Dataset not found
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '502':
          description: Bad gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
    delete:
      tags:
      - Dataset
      summary: Delete a dataset
      description: A dataset is a collection of data retrieved from a connection. Use this method to delete a dataset based on its id.
      operationId: delete
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CommandSuccess'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '502':
          description: Bad gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
  /datasets/{datasetId}/certification:
    parameters:
    - name: datasetId
      in: path
      required: true
      description: Id of dataset to update the certification
      schema:
        type: string
        description: Id of dataset to update the certification
    put:
      tags:
      - Dataset
      summary: Set the certification state of a dataset
      description: 'Use this method to add a certification level to a dataset that has trusted data. There are three certification statuses:

        * no certification

        * certification pending

        * certified'
      operationId: updateCertification
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CertificationRequest'
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CommandSuccess'
        '400':
          description: Invalid payload
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '502':
          description: Bad gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
  /datasets/{datasetId}/attributes:
    parameters:
    - name: datasetId
      in: path
      required: true
      schema:
        type: string
    get:
      tags:
      - Dataset
      summary: List custom attributes values for a dataset
      description: A predefined list of values or free text can be used to add metadata to a dataset based on the configured attribute definition. Use this method to list all the custom attributes values that have been applied on a given dataset based on its id.
      operationId: listValuesByDataset
      parameters:
      - name: limit
        in: query
        schema:
          type: integer
          format: int32
          default: 100
      - name: category
        in: query
        schema:
          type: string
          enum:
          - custom
          - built-in
      - name: offset
        in: query
        description: The number of rows to ignore before the beginning of the result set
        schema:
          type: integer
          format: int32
          description: The number of rows to ignore before the beginning of the result set
          default: 0
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CustomAttributeValueDatasetResponse'
        '400':
          description: Bad request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '502':
          description: Bad gateway
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
  /datasets/{datasetId}/attributes/{id}:
    parameters:
    - name: datasetId
      in: path
      required: true
      description: The dataset id
      schema:
        type: string
        description: The dataset id
    - name: id
      in: path
      required: true
      description: The cad or business id
      schema:
        type: string
        description: The cad or business id
    put:
      tags:
      - Dataset
      summary: Set or update a custom attribute value for a dataset
      description: 'Use this method to set or update a custom attribute value applied on a given dataset.

        * In the case of a `List of values` definition, you can select another value among the list of authorized ones.

        * In the case of a `Text` definition, you can simply edit the value.'
      operationId: createOrUpdate
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AttributeValuePutRequest'
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CommandSuccess'
        '400':
          description: Bad request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '404':
          description: Custom Attribute or Dataset identifier not found
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
    delete:
      tags:
      - Dataset
      summary: Delete a custom attribute value for a dataset
      description: Use this method to remove a custom attribute value applied on a dataset. When configuring a custom attribute definition, a default value can be set. After removing an existing value, the attribute value of the dataset will be reset to the default one, or to an empty value if no default value was configured beforehand.
      operationId: deleteDatasetsByDatasetIdAttributesById
      responses:
        '204':
          description: successful operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CommandSuccess'
        '400':
          description: Bad request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '401':
          description: Not authenticated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '403':
          description: Not Authorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '404':
          description: Attribute or Dataset identifier not found
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
        '503':
          description: Service unavailable
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorMessageBody'
      x-operation-id-source: normalized
      x-operation-id-original: delete
components:
  schemas:
    RatingInfo:
      type: object
      properties:
        contributors:
          type: integer
          format: int32
          description: Number of users who contributed to this rating
          example: 1
        global:
          type: number
          format: double
          description: Value of the rating
          example: 0.75
    AttributeValue:
      type: object
      required:
      - id
      - label
      properties:
        id:
          type: string
          description: UUID
          example: 766ba1b6-0500-40fd-a492-c72de568592c
        label:
          type: string
          description: Label of the attribute
          example: Security classification
        category:
          type: string
          description: Category of the attribute
          enum:
          - custom
          - built-in
        values:
          type: array
          description: Current value for the attribute on this dataset
          items:
            type: string
            example: 2 - Restricted
        isDefault:
          type: boolean
          description: Indicates if the current value for this dataset matches the default value of the attribute
        businessId:
          type: string
          description: Business id
    AttributeValuePutRequest:
      type: object
      required:
      - values
      properties:
        values:
          type: array
          description: Attribute's values to set on the dataset
          items:
            type: string
    ErrorMessageBody:
      type: object
      required:
      - error
      - status
      - timestamp
      properties:
        timestamp:
          type: integer
          format: int64
          example: 1622618273418
        status:
          type: integer
          format: int32
          description: HTTP status
          example: 400
        error:
          type: string
          example: Bad Request
        exception:
          type: string
        message:
          type: string
          description: The request is invalid
        path:
          type: string
          description: /datasets
    SharingState:
      type: object
      required:
      - isOwner
      - isSharedWithOthers
      properties:
        isOwner:
          type: boolean
          description: Indicates if the current user is the owner of the dataset
        isSharedWithOthers:
          type: boolean
          description: Indicates if this dataset is shared with other users or groups
    CommandSuccess:
      type: object
      properties:
        id:
          type: string
          description: Command id
          example: 766ba1b6-0500-40fd-a492-c72de568592c
        requestId:
          type: string
          description: Request id
          example: 166ba1b6-0500-40fd-a492-c72de568592e
    CustomAttributeValueDatasetResponse:
      type: object
      required:
      - data
      - paging
      properties:
        data:
          type: array
          items:
            $ref: '#/components/schemas/AttributeValue'
        paging:
          $ref: '#/components/schemas/Paging'
    TalendQuality:
      type: object
      required:
      - '-1'
      - '0'
      - '1'
      - total
      properties:
        '-1':
          type: integer
          format: int32
          description: Number of invalid values in the dataset sample
          example: 11315
        '0':
          type: integer
          format: int32
          description: Number of empty values in the dataset sample
          example: 1776
        '1':
          type: integer
          format: int32
          description: Number of valid values in the dataset sample
          example: 89436
        total:
          type: integer
          format: int32
          description: Total number of values in the dataset sample
          example: 102527
    TrustScoreAxis:
      type: object
      required:
      - id
      - label
      properties:
        id:
          type: string
          description: Identifier of the axis
          example: usage
        label:
          type: string
          description: Label of the axis
          example: Usage
        description:
          type: string
          example: How often a dataset is used
        currentValue:
          type: number
          description: Value for this axis
          example: 56.63
        maxValue:
          type: number
          description: Max value for this axis
          example: 100
    Paging:
      type: object
      required:
      - limit
      - offset
      - total
      properties:
        limit:
          type: integer
          format: int32
          description: Limit the number of elements returned
          example: 100
        offset:
          type: integer
          format: int32
          description: The number of rows to ignore before the beginning of the result set
          example: 1000
        total:
          type: integer
          format: int32
          description: The total number of elements
    DatasetResponse:
      type: object
      required:
      - label
      - version
      properties:
        id:
          type: string
          description: UUID
          example: 766ba1b6-0500-40fd-a492-c72de568592c
        label:
          type: string
          description: Label of the dataset
          example: Countries
        certification:
          type: string
          description: Certification status
          enum:
          - certified
          - none
          - pending
        entitlements:
          type: array
          description: Intersection of TMC user entitlements and the user sharing entitlements
          items:
            type: string
            example: DATASET_READ
        enabled:
          type: boolean
          description: Indicates if the dataset is enabled or not
        version:
          type: integer
          format: int32
          description: Technical version of the dataset
          example: 0
        datastoreId:
          type: string
          description: Id of the connection used for the dataset
          example: 4233d338-731d-4b43-a5d5-1863f692761c
        datastore:
          $ref: '#/components/schemas/ConnectionInfo'
        properties:
          type: object
          description: Configuration of the dataset
        owner:
          type: string
          description: Id of the user who owns the dataset
          example: 62d6bd8e-fb17-48f1-90b2-ebf827f462f8
        creator:
          type: string
          description: Full name of the user who created the dataset
          example: Chad Smith
        rating:
          $ref: '#/components/schemas/RatingInfo'
        draft:
          type: boolean
          description: Indicates if the dataset is a draft
        sharing:
          $ref: '#/components/schemas/SharingState'
        favorite:
          type: boolean
          description: Indicates if the dataset is a favorite
        talendGlobalQuality:
          $ref: '#/components/schemas/TalendQuality'
        trustScore:
          type: number
          format: double
          description: Trust score of the dataset
          example: 57.76
        trustScoreAxes:
          type: array
          description: Trust score details for the dataset
          items:
            $ref: '#/components/schemas/TrustScoreAxis'
        nested:
          type: boolean
          description: Indicates if the dataset is hierarchical
        created:
          type: number
          description: Creation timestamp of the dataset
          example: 1619680424393
        updated:
          type: string
          description: Last update timestamp of the dataset
          example: '1619680424393'
        createdBy:
          type: object
          description: User who created the dataset
          properties:
            id:
              type: string
              description: UUID
              example: 766ba1b6-0500-40fd-a492-c72de568592c
        updatedBy:
          type: object
          description: User who last updated the dataset
          properties:
            id:
              type: string
              description: UUID
              example: 766ba1b6-0500-40fd-a492-c72de568592c
    ConnectionInfo:
      type: object
      properties:
        id:
          type: string
          description: ID of the connection used for this dataset
          example: 766ba1b6-0500-40fd-a492-c72de568592c
        label:
          type: string
          description: Label of the connection
        type:
          type: string
          description: Id of the connection type
          example: amRiYy1lZSNKZGJjI2RhdGFzdG9yZSNKZGJjQ29ubmVjdGlvbg
        typeLabel:
          type: string
          description: Label of the connection type
          example: JDBC
        cloudAgentId:
          type: string
          description: ID of the engine used by this connection
          example: 766ba1b6-0500-40fd-a492-c72de568592c
        icon:
          type: string
          description: Icon identifier of this connection
          example: icon1
    CertificationRequest:
      type: object
      required:
      - currentCertification
      properties:
        currentCertification:
          type: string
          description: Certification value to set on the dataset
          enum:
          - none
          - pending
          - certified
  securitySchemes:
    Public:
      type: http
      scheme: bearer
      description: 'This Bearer authentication can be set in the Authorization header of your requests.


        Authentication tokens and Personal Access Tokens are supported.


        Personal Access Tokens can be generated in the Profile Preferences page of the Talend Cloud Portal.'
      bearerFormat: Bearer <token>