DataRobot Deployment Runtime Parameters API

Use the endpoints described below to manage deployment runtime parameters for deployed custom models.

Operations 2

GET /api/v2/deployments/{deploymentId}/runtimeParameters/ List runtime parameters by deployment ID #
PUT /api/v2/deployments/{deploymentId}/runtimeParameters/ Update runtime parameters by deployment ID #

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OpenAPI Specification

datarobot-deployment-runtime-parameters-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  contact:
    email: support@datarobot.com
    name: DataRobot Support
    url: https://support.datarobot.com
  description: DataRobot's Public facing API
  license:
    name: DataRobot Tool and Utility Agreement
    url: https://www.datarobot.com/wp-content/uploads/2021/07/DataRobot-Tool-and-Utility-Agreement.pdf
  title: Public Deployment Runtime Parameters API
  version: 2.49.0
  x-datarobot-release-version: Latest
servers:
- url: https://app.datarobot.com/
security:
- BearerAuth: []
tags:
- description: Use the endpoints described below to manage deployment runtime parameters for deployed custom models.
  name: deployment_runtime_parameters
paths:
  /api/v2/deployments/{deploymentId}/runtimeParameters/:
    get:
      description: List runtime parameters.
      feature_flags:
      - description: Enables the ability to edit Custom Model Runtime-Parameters (and replica and resource bundle settings) directly from the Deployment info page. Edited values are local to a given Deployment and do not affect the runtime of any current or future Deployments of the same Model Package.
        enabled_by_default: true
        maturity: PUBLIC_PREVIEW
        name: CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT
      maturity: PUBLIC_PREVIEW
      operationId: deploymentsRuntimeParameters_list
      parameters:
      - description: The number of results to skip.
        in: query
        name: offset
        required: false
        schema:
          default: 0
          minimum: 0
          type: integer
      - description: At most this many results are returned. The default may change without notice.
        in: query
        name: limit
        required: false
        schema:
          default: 100
          exclusiveMinimum: 0
          maximum: 1000
          type: integer
      - description: 'The sort order to apply to the runtime parameters list. Prefix the attribute name with a dash to sort in descending order; for example: ''-created_at''.'
        in: query
        name: orderBy
        required: true
        schema:
          default: name
          enum:
          - createdAt
          - -createdAt
          - name
          - -name
          type: string
      - description: Unique identifier of the deployment.
        in: path
        name: deploymentId
        required: true
        schema:
          type: string
      public_preview: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeParameterListResponse'
          description: ''
      summary: List runtime parameters by deployment ID
      tags:
      - deployment_runtime_parameters
      x-datarobot-public-preview: true
      x-datarobot-required-feature-flags:
      - description: Enables the ability to edit Custom Model Runtime-Parameters (and replica and resource bundle settings) directly from the Deployment info page. Edited values are local to a given Deployment and do not affect the runtime of any current or future Deployments of the same Model Package.
        enabled_by_default: true
        maturity: PUBLIC_PREVIEW
        name: CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT
    put:
      description: Update runtime parameters by replacing existing params with the provided set. Any values not provided will revert back to the values set from the model package.
      feature_flags:
      - description: Enables the ability to edit Custom Model Runtime-Parameters (and replica and resource bundle settings) directly from the Deployment info page. Edited values are local to a given Deployment and do not affect the runtime of any current or future Deployments of the same Model Package.
        enabled_by_default: true
        maturity: PUBLIC_PREVIEW
        name: CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT
      maturity: PUBLIC_PREVIEW
      operationId: deploymentsRuntimeParameters_putMany
      parameters:
      - description: Unique identifier of the deployment.
        in: path
        name: deploymentId
        required: true
        schema:
          type: string
      public_preview: true
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RuntimeParameterUpdate'
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RuntimeParameterListResponse'
          description: ''
      summary: Update runtime parameters by deployment ID
      tags:
      - deployment_runtime_parameters
      x-datarobot-public-preview: true
      x-datarobot-required-feature-flags:
      - description: Enables the ability to edit Custom Model Runtime-Parameters (and replica and resource bundle settings) directly from the Deployment info page. Edited values are local to a given Deployment and do not affect the runtime of any current or future Deployments of the same Model Package.
        enabled_by_default: true
        maturity: PUBLIC_PREVIEW
        name: CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT
components:
  schemas:
    RuntimeParameterUpdate:
      properties:
        runtimeParameterValues:
          description: Inject values into a model at runtime. The fieldName must match a fieldName defined in the deployed model package. This list is merged with any existing runtime values.
          type: string
      required:
      - runtimeParameterValues
      type: object
      x-versionadded: v2.35
    RuntimeParameterListResponse:
      properties:
        count:
          description: The number of items returned on this page.
          type: integer
        data:
          description: A unified view of the defined runtime parameters for this object, including the values that are currently set.
          items:
            $ref: '#/components/schemas/RuntimeParameterResponse'
          maxItems: 1000
          type: array
        next:
          description: The URL of the next page (if null, there is no next page).
          format: uri
          type:
          - string
          - 'null'
        previous:
          description: The URL of the previous page (if null, there is no previous page).
          format: uri
          type:
          - string
          - 'null'
        totalCount:
          description: The total number of items across all pages.
          type: integer
      required:
      - next
      - previous
      - totalCount
      type: object
      x-versionadded: v2.35
    RuntimeParameterResponse:
      properties:
        allowEmpty:
          default: true
          description: Indicates whether the param must be set before registration
          type: boolean
        credentialType:
          description: The type of credential, required only for credentials parameters.
          enum:
          - adls_gen2_oauth
          - api_token
          - azure
          - azure_oauth
          - azure_sas
          - azure_service_principal
          - basic
          - bearer
          - box_jwt
          - client_id_and_secret
          - databricks_access_token_account
          - databricks_service_principal_account
          - external_oauth_provider
          - gcp
          - oauth
          - opaque
          - rsa
          - s3
          - sap_oauth
          - snowflake_key_pair_user_account
          - snowflake_oauth_user_account
          - tableau_access_token
          type:
          - string
          - 'null'
        currentValue:
          anyOf:
          - type: string
          - type: number
          - type: boolean
          - type: 'null'
          description: Given the default and the override, this is the actual current value of the parameter.
        defaultValue:
          anyOf:
          - type: string
          - type: number
          - type: boolean
          - type: 'null'
          description: The default value for the given field.
        description:
          description: Description how this parameter impacts the running model.
          type:
          - string
          - 'null'
        fieldName:
          description: The parameter name. This value will be added as an environment variable when running custom models.
          type: string
        keyValueId:
          description: The ID of the key value associated with a runtime parameter.
          type:
          - string
          - 'null'
        locked:
          default: false
          description: Indicates whether the parameter is platform-owned and carried over to new versions even when a later update omits it.
          type: boolean
          x-versionadded: v2.48
        maxValue:
          description: The maximum value for a numeric field.
          type:
          - number
          - 'null'
        minValue:
          description: The minimum value for a numeric field.
          type:
          - number
          - 'null'
        overrideValue:
          anyOf:
          - type: string
          - type: number
          - type: boolean
          - type: 'null'
          description: Value set by the user that overrides the default set in the definition.
        type:
          description: The value type that the parameter accepts.
          enum:
          - boolean
          - credential
          - deployment
          - numeric
          - string
          type: string
      required:
      - fieldName
      - type
      type: object
      x-versionadded: v2.35
  securitySchemes:
    BearerAuth:
      description: JWT Bearer Auth
      scheme: bearer
      type: http