Deployment Runtime Parameters¶
This page outlines the operations, endpoints, parameters, and example requests and responses for the Deployment Runtime Parameters.
GET /api/v2/deployments/{deploymentId}/runtimeParameters/¶
List runtime parameters.
Notice: Endpoint is currently in [PUBLIC_PREVIEW]. Do not use it in production workflows to reduce risk. See details:
This endpoint depends on the following features that are subject to change.
| Feature Flag | Maturity | Enabled by default | Description |
|---|---|---|---|
| CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT | PUBLIC_PREVIEW | true | 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. |
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/deployments/{deploymentId}/runtimeParameters/?orderBy=createdAt \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | Number of results to skip. |
| limit | query | integer | false | At most this many results are returned. The default may change without notice. |
| orderBy | query | string | true | 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'. |
| deploymentId | path | string | true | Unique identifier of the deployment. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| orderBy | [createdAt, -createdAt, name, -name] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"allowEmpty": true,
"credentialType": "adlsGen2Oauth",
"currentValue": "string",
"defaultValue": "string",
"description": "string",
"fieldName": "string",
"keyValueId": "string",
"maxValue": 0,
"minValue": 0,
"overrideValue": "string",
"type": "boolean"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | RuntimeParameterListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
PUT /api/v2/deployments/{deploymentId}/runtimeParameters/¶
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.
Notice: Endpoint is currently in [PUBLIC_PREVIEW]. Do not use it in production workflows to reduce risk. See details:
This endpoint depends on the following features that are subject to change.
| Feature Flag | Maturity | Enabled by default | Description |
|---|---|---|---|
| CUSTOM_MODEL_EDIT_RUNTIME_PARAMETERS_ON_DEPLOYMENT | PUBLIC_PREVIEW | true | 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. |
Code samples¶
curl -X PUT https://app.datarobot.com/api/v2/deployments/{deploymentId}/runtimeParameters/ \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"runtimeParameterValues": "string"
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| deploymentId | path | string | true | Unique identifier of the deployment. |
| body | body | RuntimeParameterUpdate | false | none |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"allowEmpty": true,
"credentialType": "adlsGen2Oauth",
"currentValue": "string",
"defaultValue": "string",
"description": "string",
"fieldName": "string",
"keyValueId": "string",
"maxValue": 0,
"minValue": 0,
"overrideValue": "string",
"type": "boolean"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | RuntimeParameterListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
Schemas¶
RuntimeParameterListResponse
{
"count": 0,
"data": [
{
"allowEmpty": true,
"credentialType": "adlsGen2Oauth",
"currentValue": "string",
"defaultValue": "string",
"description": "string",
"fieldName": "string",
"keyValueId": "string",
"maxValue": 0,
"minValue": 0,
"overrideValue": "string",
"type": "boolean"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | false | Number of items returned on this page. | |
| data | [RuntimeParameterResponse] | false | maxItems: 1000 |
A unified view of the defined runtime parameters for this object, including the values that are currently set. Includes the ID of the key value associated with a runtime parameter. |
| next | string,null(uri) | true | URL pointing to the next page (if null, there is no next page). | |
| previous | string,null(uri) | true | URL pointing to the previous page (if null, there is no previous page). | |
| totalCount | integer | true | The total number of items across all pages. |
RuntimeParameterResponse
{
"allowEmpty": true,
"credentialType": "adlsGen2Oauth",
"currentValue": "string",
"defaultValue": "string",
"description": "string",
"fieldName": "string",
"keyValueId": "string",
"maxValue": 0,
"minValue": 0,
"overrideValue": "string",
"type": "boolean"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| allowEmpty | boolean | false | Indicates whether the param must be set before registration | |
| credentialType | string,null | false | The type of credential, required only for credentials parameters. | |
| currentValue | any | false | Given the default and the override, this is the actual current value of the parameter. |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | number | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | boolean | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| defaultValue | any | false | The default value for the given field. |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | number | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | boolean | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| description | string,null | false | Description how this parameter impacts the running model. | |
| fieldName | string | true | The parameter name. This value will be added as an environment variable when running custom models. | |
| keyValueId | string,null | false | The ID of the key value associated with a runtime parameter. | |
| maxValue | number,null | false | The maximum value for a numeric field. | |
| minValue | number,null | false | The minimum value for a numeric field. | |
| overrideValue | any | false | Value set by the user that overrides the default set in the definition. |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | number | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | boolean | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| type | string | true | The value type that the parameter accepts. |
Enumerated Values¶
| Property | Value |
|---|---|
| credentialType | [adlsGen2Oauth, apiToken, azure, azureServicePrincipal, basic, bearer, databricksAccessTokenAccount, databricksServicePrincipalAccount, gcp, oauth, rsa, s3, sapOauth, snowflakeKeyPairUserAccount, snowflakeOauthUserAccount, tableauAccessToken] |
| type | [boolean, credential, deployment, numeric, string] |
RuntimeParameterUpdate
{
"runtimeParameterValues": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| runtimeParameterValues | string | true | 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. |
Updated March 25, 2025
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