CVAT Projects API

Annotation projects that group tasks and share a label set.

Operations 10

GET /api/projects List projects #
POST /api/projects Create a project #
GET /api/projects/{id} Get project details #
PATCH /api/projects/{id} Update a project #
DELETE /api/projects/{id} Delete a project #
POST /api/projects/{id}/backup/export Initiate process to backup resource #
POST /api/projects/{id}/dataset/ Import a dataset into a project #
POST /api/projects/{id}/dataset/export Initialize process to export resource as a dataset in a specific format #
GET /api/projects/{id}/preview Get a preview image for a project #
POST /api/projects/backup/ Recreate a project from a backup #

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OpenAPI Specification

cvat-projects-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: CVAT REST Projects API
  version: 2.79.0 (2.0)
  description: REST API for Computer Vision Annotation Tool (CVAT)
  termsOfService: https://www.google.com/policies/terms/
  contact:
    name: CVAT.ai team
    url: https://github.com/cvat-ai/cvat
    email: support@cvat.ai
  license:
    name: MIT License
    url: https://en.wikipedia.org/wiki/MIT_License
tags:
- name: Projects
paths:
  /api/projects:
    get:
      operationId: projects_list
      summary: List projects
      parameters:
      - name: X-Organization
        in: header
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
        schema:
          type: string
        allowEmptyValue: true
      - name: assignee
        in: query
        description: A simple equality filter for the assignee field
        schema:
          type: string
      - name: filter
        required: false
        in: query
        description: "\nJSON Logic filter. This filter can be used to perform complex filtering by grouping rules.\n\nFor example, using such a filter you can get all resources created by you:\n\n    - {\"and\":[{\"==\":[{\"var\":\"owner\"},\"<user>\"]}]}\n\nDetails about the syntax used can be found at the link: https://jsonlogic.com/\n\n Available filter_fields: ['assignee', 'id', 'name', 'owner', 'status', 'updated_date']."
        schema:
          type: string
      - name: name
        in: query
        description: A simple equality filter for the name field
        schema:
          type: string
      - name: org
        in: query
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
        schema:
          type: string
        allowEmptyValue: true
      - name: org_id
        in: query
        description: 'Organization unique id.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A positive integer selects that organization.

          '
        schema:
          type: integer
        allowEmptyValue: true
      - name: owner
        in: query
        description: A simple equality filter for the owner field
        schema:
          type: string
      - name: page
        required: false
        in: query
        description: A page number within the paginated result set.
        schema:
          type: integer
      - name: page_size
        required: false
        in: query
        description: Number of results to return per page.
        schema:
          type: integer
      - name: search
        required: false
        in: query
        description: 'A search term. Available search_fields: [''assignee'', ''name'', ''owner'']'
        schema:
          type: string
      - name: sort
        required: false
        in: query
        description: 'Which field to use when ordering the results. Available ordering_fields: [''assignee'', ''id'', ''name'', ''owner'', ''status'', ''updated_date'']'
        schema:
          type: string
      - name: status
        in: query
        description: A simple equality filter for the status field
        schema:
          type: string
          enum:
          - annotation
          - validation
          - completed
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '200':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/PaginatedProjectReadList'
          description: ''
    post:
      operationId: projects_create
      summary: Create a project
      parameters:
      - in: header
        name: X-Organization
        schema:
          type: string
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
      - in: query
        name: org
        schema:
          type: string
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
      - in: query
        name: org_id
        schema:
          type: integer
        description: 'Organization unique id.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A positive integer selects that organization.

          '
      tags:
      - Projects
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ProjectWriteRequest'
        required: true
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '201':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/ProjectRead'
          description: ''
  /api/projects/{id}:
    get:
      operationId: projects_retrieve
      summary: Get project details
      parameters:
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '200':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/ProjectRead'
          description: ''
    patch:
      operationId: projects_partial_update
      summary: Update a project
      parameters:
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      tags:
      - Projects
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchedProjectWriteRequest'
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '200':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/ProjectRead'
          description: ''
    delete:
      operationId: projects_destroy
      summary: Delete a project
      parameters:
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '204':
          description: The project has been deleted
  /api/projects/{id}/backup/export:
    post:
      operationId: projects_create_backup_export
      description: 'The request `POST /api//id/backup/export` will initialize

        a background process to backup a resource. To check status of the process

        please, use `GET /api/requests/` where **rq_id** is request ID returned in the response for this endpoint.'
      summary: Initiate process to backup resource
      parameters:
      - in: query
        name: cloud_storage_id
        schema:
          type: integer
        description: Storage id
      - in: query
        name: filename
        schema:
          type: string
        description: Backup file name
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      - in: query
        name: lightweight
        schema:
          type: boolean
          default: true
        description: Makes a lightweight backup (without media files) for tasks whose media is located in cloud storage
      - in: query
        name: location
        schema:
          type: string
          enum:
          - cloud_storage
          - local
        description: Where need to save downloaded backup
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '202':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: Creating a backup file has been started
        '400':
          description: Wrong query parameters were passed
        '409':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: The backup process has already been initiated and is not yet finished
  /api/projects/{id}/dataset/:
    post:
      operationId: projects_create_dataset
      description: 'The request POST /api/projects/id/dataset initiates a background process to import dataset into a project.

        Please, use the GET /api/requests/ endpoint for checking status of the process.

        The `rq_id` parameter can be found in the response on initiating request.'
      summary: Import a dataset into a project
      parameters:
      - in: query
        name: cloud_storage_id
        schema:
          type: integer
        description: Storage id
      - in: query
        name: filename
        schema:
          type: string
        description: Dataset file name
      - in: query
        name: format
        schema:
          type: string
        description: 'Desired dataset format name

          You can get the list of supported formats at:

          /server/annotation/formats'
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      - in: query
        name: location
        schema:
          type: string
          enum:
          - cloud_storage
          - local
        description: Where to import the dataset from
      tags:
      - Projects
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DatasetFileRequest'
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/DatasetFileRequest'
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '202':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: Importing has been started
        '400':
          description: Failed to import dataset
        '405':
          description: Format is not available
  /api/projects/{id}/dataset/export:
    post:
      operationId: projects_create_dataset_export
      description: 'The request `POST /api//id/dataset/export` will initialize

        a background process to export a dataset. To check status of the process

        please, use `GET /api/requests/` where **rq_id** is request ID returned in the response for this endpoint.'
      summary: Initialize process to export resource as a dataset in a specific format
      parameters:
      - in: query
        name: cloud_storage_id
        schema:
          type: integer
        description: Storage id
      - in: query
        name: filename
        schema:
          type: string
        description: Desired output file name
      - in: query
        name: format
        schema:
          type: string
        description: 'Desired output format name

          You can get the list of supported formats at:

          /server/annotation/formats'
        required: true
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      - in: query
        name: location
        schema:
          type: string
          enum:
          - cloud_storage
          - local
        description: Where need to save downloaded dataset
      - in: query
        name: save_images
        schema:
          type: boolean
          default: false
        description: Include images or not
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '202':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: Exporting has been started
        '405':
          description: Format is not available
        '409':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: Exporting is already in progress
  /api/projects/{id}/preview:
    get:
      operationId: projects_retrieve_preview
      summary: Get a preview image for a project
      parameters:
      - in: header
        name: Prefer
        schema:
          type: string
        description: RFC 7240 preference token. Send `handling=empty` to receive a 204 No Content response when no media-derived preview exists. Without the preference, the server returns a default placeholder image with status 200.
      - in: path
        name: id
        schema:
          type: integer
        description: A unique integer value identifying this project.
        required: true
      tags:
      - Projects
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '200':
          description: Project image preview
        '204':
          description: 'No media-derived preview is available. The client should render a placeholder image. Only returned when the request opts in via `Prefer: handling=empty`.'
        '404':
          description: Project image preview not found
  /api/projects/backup/:
    post:
      operationId: projects_create_backup
      description: 'The backup import process is as follows:


        The first request POST /api/projects/backup schedules a background job on the server

        in which the process of creating a project from the uploaded backup is carried out.


        To check the status of the import process, use GET /api/requests/rq_id,

        where rq_id is the request ID obtained from the response to the previous request.


        Once the import completes successfully, the response will contain the ID

        of the newly created project in the result_id field.'
      summary: Recreate a project from a backup
      parameters:
      - in: header
        name: X-Organization
        schema:
          type: string
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
      - in: query
        name: cloud_storage_id
        schema:
          type: integer
        description: Storage id
      - in: query
        name: filename
        schema:
          type: string
        description: Backup file name
      - in: query
        name: location
        schema:
          type: string
          enum:
          - cloud_storage
          - local
          default: local
        description: Where to import the backup file from
      - in: query
        name: org
        schema:
          type: string
        description: 'Organization unique slug.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A non-empty value selects that organization.

          '
      - in: query
        name: org_id
        schema:
          type: integer
        description: 'Organization unique id.

          If omitted, results from all organizations available to the user are returned

          (unfiltered). An empty value ("") selects the personal sandbox workspace only.

          A positive integer selects that organization.

          '
      tags:
      - Projects
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ProjectFileRequest'
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/ProjectFileRequest'
      security:
      - tokenAuth: []
      - accessTokenAuth: []
      - sessionAuth: []
        csrfAuth: []
        csrfHeaderAuth: []
      - basicAuth: []
      responses:
        '202':
          content:
            application/vnd.cvat+json:
              schema:
                $ref: '#/components/schemas/RqId'
          description: Import of the backup file has started
components:
  schemas:
    StorageRequest:
      type: object
      properties:
        location:
          $ref: '#/components/schemas/LocationEnum'
        cloud_storage_id:
          type:
          - integer
          - 'null'
    ProjectRead:
      type: object
      properties:
        url:
          type: string
          format: uri
          readOnly: true
        id:
          type: integer
          readOnly: true
        name:
          type: string
          readOnly: true
        owner:
          allOf:
          - $ref: '#/components/schemas/BasicUser'
          readOnly: true
        assignee:
          allOf:
          - $ref: '#/components/schemas/BasicUser'
          readOnly: true
        guide_id:
          type:
          - integer
          - 'null'
        bug_tracker:
          type: string
          readOnly: true
        task_subsets:
          type: array
          items:
            type: string
          readOnly: true
        created_date:
          type: string
          format: date-time
          readOnly: true
        updated_date:
          type: string
          format: date-time
          readOnly: true
        status:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          readOnly: true
        dimension:
          type:
          - string
          - 'null'
          readOnly: true
        organization:
          type:
          - integer
          - 'null'
          readOnly: true
          deprecated: true
        organization_id:
          type:
          - integer
          - 'null'
          readOnly: true
        target_storage:
          allOf:
          - $ref: '#/components/schemas/Storage'
          readOnly: true
        source_storage:
          allOf:
          - $ref: '#/components/schemas/Storage'
          readOnly: true
        tasks:
          $ref: '#/components/schemas/TasksSummary'
        labels:
          $ref: '#/components/schemas/LabelsSummary'
        assignee_updated_date:
          type:
          - string
          - 'null'
          format: date-time
          readOnly: true
      required:
      - labels
      - tasks
    LocationEnum:
      enum:
      - cloud_storage
      - local
      type: string
      description: '* `cloud_storage` - CLOUD_STORAGE

        * `local` - LOCAL'
    RqId:
      type: object
      properties:
        rq_id:
          type: string
          description: Request id
      required:
      - rq_id
    AttributeRequest:
      type: object
      properties:
        id:
          type: integer
        name:
          type: string
          minLength: 1
          maxLength: 64
        mutable:
          type: boolean
        input_type:
          $ref: '#/components/schemas/InputTypeEnum'
        default_value:
          type: string
          maxLength: 128
        values:
          type: array
          items:
            type: string
            maxLength: 200
        deleted:
          type: boolean
          writeOnly: true
          description: Delete the attribute and all related annotation values.
      required:
      - input_type
      - mutable
      - name
      - values
    ProjectFileRequest:
      type: object
      properties:
        project_file:
          type: string
          format: binary
      required:
      - project_file
    SublabelRequest:
      type: object
      properties:
        id:
          type: integer
        name:
          type: string
          minLength: 1
          maxLength: 64
        color:
          type: string
          description: The hex value for the RGB color. Will be generated automatically, unless specified explicitly.
        attributes:
          type: array
          items:
            $ref: '#/components/schemas/AttributeRequest'
          default: []
          description: The list of attributes. To remove an attribute, pass the full attribute body with deleted=true. Related annotation attribute values will be deleted.
        type:
          allOf:
          - $ref: '#/components/schemas/LabelType'
          description: 'Associated annotation type for this label


            * `any` - ANY

            * `cuboid` - CUBOID

            * `ellipse` - ELLIPSE

            * `mask` - MASK

            * `points` - POINTS

            * `polygon` - POLYGON

            * `polyline` - POLYLINE

            * `rectangle` - RECTANGLE

            * `skeleton` - SKELETON

            * `interval` - INTERVAL

            * `tag` - TAG'
        has_parent:
          type: boolean
      required:
      - name
    LabelsSummary:
      type: object
      properties:
        url:
          type: string
          format: uri
          readOnly: true
    JobStatus:
      enum:
      - annotation
      - validation
      - completed
      type: string
      description: '* `annotation` - ANNOTATION

        * `validation` - VALIDATION

        * `completed` - COMPLETED'
    TasksSummary:
      type: object
      properties:
        count:
          type: integer
          default: 0
        url:
          type: string
          format: uri
          readOnly: true
    PatchedLabelRequest:
      type: object
      properties:
        id:
          type: integer
        name:
          type: string
          minLength: 1
          maxLength: 64
        color:
          type: string
          description: The hex value for the RGB color. Will be generated automatically, unless specified explicitly.
        attributes:
          type: array
          items:
            $ref: '#/components/schemas/AttributeRequest'
          default: []
          description: The list of attributes. To remove an attribute, pass the full attribute body with deleted=true. Related annotation attribute values will be deleted.
        deleted:
          type: boolean
          writeOnly: true
          description: Delete the label. Only applicable in the PATCH methods of a project or a task.
        type:
          allOf:
          - $ref: '#/components/schemas/LabelType'
          description: 'Associated annotation type for this label


            * `any` - ANY

            * `cuboid` - CUBOID

            * `ellipse` - ELLIPSE

            * `mask` - MASK

            * `points` - POINTS

            * `polygon` - POLYGON

            * `polyline` - POLYLINE

            * `rectangle` - RECTANGLE

            * `skeleton` - SKELETON

            * `interval` - INTERVAL

            * `tag` - TAG'
        svg:
          type: string
        sublabels:
          type: array
          items:
            $ref: '#/components/schemas/SublabelRequest'
    PatchedProjectWriteRequest:
      type: object
      properties:
        name:
          type: string
          minLength: 1
          maxLength: 256
        labels:
          type: array
          items:
            $ref: '#/components/schemas/PatchedLabelRequest'
          writeOnly: true
          default: []
        owner_id:
          type:
          - integer
          - 'null'
          writeOnly: true
        assignee_id:
          type:
          - integer
          - 'null'
          writeOnly: true
        bug_tracker:
          type: string
          maxLength: 2000
        target_storage:
          allOf:
          - $ref: '#/components/schemas/StorageRequest'
          writeOnly: true
        source_storage:
          allOf:
          - $ref: '#/components/schemas/StorageRequest'
          writeOnly: true
        organization_id:
          type:
          - integer
          - 'null'
          writeOnly: true
    ProjectWriteRequest:
      type: object
      properties:
        name:
          type: string
          minLength: 1
          maxLength: 256
        labels:
          type: array
          items:
            $ref: '#/components/schemas/PatchedLabelRequest'
          writeOnly: true
          default: []
        owner_id:
          type:
          - integer
          - 'null'
          writeOnly: true
        assignee_id:
          type:
          - integer
          - 'null'
          writeOnly: true
        bug_tracker:
          type: string
          maxLength: 2000
        target_storage:
          allOf:
          - $ref: '#/components/schemas/StorageRequest'
          writeOnly: true
        source_storage:
          allOf:
          - $ref: '#/components/schemas/StorageRequest'
          writeOnly: true
      required:
      - name
    InputTypeEnum:
      enum:
      - checkbox
      - radio
      - number
      - text
      - select
      type: string
      description: '* `checkbox` - CHECKBOX

        * `radio` - RADIO

        * `number` - NUMBER

        * `text` - TEXT

        * `select` - SELECT'
    Storage:
      type: object
      properties:
        id:
          type: integer
          readOnly: true
        location:
          $ref: '#/components/schemas/LocationEnum'
        cloud_storage_id:
          type:
          - integer
          - 'null'
    BasicUser:
      type: object
      properties:
        url:
          type: string
          format: uri
          readOnly: true
        id:
          type: integer
          readOnly: true
        username:
          type: string
          description: Required. 150 characters or fewer. Letters, digits and @/./+/-/_ only.
          pattern: ^[\w.@+-]+$
          maxLength: 150
        first_name:
          type: string
          maxLength: 150
        last_name:
          type: string
          maxLength: 150
      required:
      - username
    LabelType:
      enum:
      - any
      - cuboid
      - ellipse
      - mask
      - points
      - polygon
      - polyline
      - rectangle
      - skeleton
      - interval
      - tag
      type: string
      description: '* `any` - ANY

        * `cuboid` - CUBOID

        * `ellipse` - ELLIPSE

        * `mask` - MASK

        * `points` - POINTS

        * `polygon` - POLYGON

        * `polyline` - POLYLINE

        * `rectangle` - RECTANGLE

        * `skeleton` - SKELETON

        * `interval` - INTERVAL

        * `tag` - TAG'
    PaginatedProjectReadList:
      type: object
      required:
      - count
      - results
      properties:
        count:
          type: integer
          example: 123
        next:
          type:
          - string
          - 'null'
          format: uri
          example: http://api.example.org/accounts/?page=4
        previous:
          type:
          - string
          - 'null'
          format: uri
          example: http://api.example.org/accounts/?page=2
        results:
          type: array
          items:
            $ref: '#/components/schemas/ProjectRead'
    DatasetFileRequest:
      type: object
      properties:
        dataset_file:
          type: string
          format: binary
      required:
      - dataset_file
  securitySchemes:
    accessTokenAuth:
      type: http
      scheme: bearer
      description: 'To authenticate using an API Access token, you need to include

        the ''Authentication'' header with the ''Bearer '' prefix


        An API Access token has to be issued in the user profile section of the UI or

        via the /auth/access_tokens API before this authentication method can be used.

        '
    basicAuth:
      type: http
      scheme: basic
    csrfAuth:
      type: apiKey
      in: cookie
      name: csrftoken
      description: 'A CSRF protection token. Can be received in the ''csrftoken'' cookie in the

        server response on the /api/auth/login endpoint. The ''Origin'' header

        must also be specified in the request.

        '
    csrfHeaderAuth:
      type: apiKey
      in: header
      name: X-CSRFToken
      description: 'A CSRF protection token. Can be received in the ''csrftoken'' cookie in the

        server response on the /api/auth/login endpoint. The ''Origin'' header

        must also be specified in the request.

        '
    sessionAuth:
      type: apiKey
      in: cookie
      name: sessionid
    tokenAuth:
      type: apiKey
      in: header
      name: Authorization
      description: 'Deprecated.


        You can obtain an API key (the token) from the server response on

        the /api/auth/login/ endpoint.

        '
      x-token-prefix: Token
externalDocs:
  description: CVAT documentation
  url: https://docs.cvat.ai/docs/
x-provenance:
  method: harvested
  publisher: CVAT
  source: https://app.cvat.ai/api/schema/
  note: split by refine-openapis from the provider's own published document, verified by fetch (openapi/_original/*.fetch.json);
    stamped by stamp-openapi-provenance.py (roadmap#793)