Use Cases¶
This page outlines the operations, endpoints, parameters, and example requests and responses for the Use Cases.
GET /api/v2/pinnedUsecases/¶
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/pinnedUsecases/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Example responses¶
200 Response
{
"data": [
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
]
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | Pinned Use Cases retrieved successfully. | PinnedUsecasesResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
PATCH /api/v2/pinnedUsecases/¶
Code samples¶
curl -X PATCH https://app.datarobot.com/api/v2/pinnedUsecases/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{PinnedUsecaseUpdatePayload}'
Body parameter¶
{
"operation": "add",
"pinnedUseCasesIds": [
"string"
]
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| body | body | PinnedUsecaseUpdatePayload | false | none |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 204 | No Content | Pinned Use Cases retrieved successfully. | None |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/¶
Retrieve a list of Use Cases.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/?sort=-applicationsCount&orderBy=-applicationsCount&usecaseType=all \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| search | query | string | false | Returns only Use Cases with names that match the given string. |
| projectId | query | string | false | Only return experiment containers associated with the given project id. |
| applicationId | query | string | false | Only return experiment containers associated with the given app. |
| entityId | query | string | false | The id of the entity type that is linked with the Use Case. |
| entityType | query | string | false | The entity type that is linked to the Use Case. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order in which Use Cases and return Use Cases. |
| orderBy | query | string | true | The order in which Use Cases and return Use Cases. |
| usecaseType | query | string | true | A filter to return Use Cases by type. |
| createdBy | query | string | false | Filter Use Cases to those created by the provided user. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| entityType | [project, dataset, notebook, application, recipe, playground, vectorDatabase, customModelVersion, registeredModelVersion, deployment, customApplication, customJob] |
| sort | [-applicationsCount, -createdAt, -createdBy, -datasetsCount, -description, -id, -name, -notebooksCount, -playgroundsCount, -projectsCount, -updatedAt, -updatedBy, -vectorDatabasesCount, applicationsCount, createdAt, createdBy, datasetsCount, description, id, name, notebooksCount, playgroundsCount, projectsCount, updatedAt, updatedBy, vectorDatabasesCount] |
| orderBy | [-applicationsCount, -createdAt, -createdBy, -datasetsCount, -description, -id, -name, -notebooksCount, -playgroundsCount, -projectsCount, -updatedAt, -updatedBy, -vectorDatabasesCount, applicationsCount, createdAt, createdBy, datasetsCount, description, id, name, notebooksCount, playgroundsCount, projectsCount, updatedAt, updatedBy, vectorDatabasesCount] |
| usecaseType | [all, general, walkthrough] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | Use Cases retrieved successfully. | UseCaseListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
POST /api/v2/useCases/¶
Look up a Use Case.
Code samples¶
curl -X POST https://app.datarobot.com/api/v2/useCases/ \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{UseCaseCreate}'
Body parameter¶
{
"advancedTour": "flightDelays",
"description": null,
"name": null
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| body | body | UseCaseCreate | false | none |
Example responses¶
200 Response
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | The experiment container. | UseCaseResponse |
| 422 | Unprocessable Entity | Unprocessable Entity | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/allResources/¶
Get a list of the all used assets associated with a Use Case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/allResources/?sort=-entityType&orderBy=-entityType \
-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. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order to sort the Use Case references. |
| orderBy | query | string | true | The order to sort the Use Case references. |
| daysSinceLastActivity | query | integer | false | Only retrieve resources that had activity within the specified number of days. |
| recipeStatus | query | any | false | Recipe status used for filtering recipes. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| sort | [-entityType, -lastActivity, -name, -updatedAt, -updatedBy, entityType, lastActivity, name, updatedAt, updatedBy] |
| orderBy | [-entityType, -lastActivity, -name, -updatedAt, -updatedBy, entityType, lastActivity, name, updatedAt, updatedBy] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseRecentAssetsListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/notebooks/¶
Get a list of the notebooks from all Use Cases
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/notebooks/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| includeName | query | boolean | false | Include use case name |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "notebook",
"experimentContainerId": "string",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCasesNotebooksListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
DELETE /api/v2/useCases/{useCaseId}/¶
Delete a Use Case.
Code samples¶
curl -X DELETE https://app.datarobot.com/api/v2/useCases/{useCaseId}/ \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the Use Case to update. |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 204 | No Content | none | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/¶
Retrieve a single Use Case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
PATCH /api/v2/useCases/{useCaseId}/¶
Update a Use Case.
Code samples¶
curl -X PATCH https://app.datarobot.com/api/v2/useCases/{useCaseId}/ \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"description": "string",
"name": "string"
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the Use Case to update. |
| body | body | UseCaseUpdate | false | none |
Example responses¶
204 Response
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 204 | No Content | The Use Case has been successfully updated. | UseCaseResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
| 404 | Not Found | Use Case not found. | None |
| 422 | Unprocessable Entity | Unprocessable Entity | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/applications/¶
Get a list of the applications associated with a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/applications/?sort=-applicationTemplateType&orderBy=-applicationTemplateType \
-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. |
| search | query | string | false | Only return applications with names that match the given string. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order to sort applications. |
| orderBy | query | string | true | The order to sort applications. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| sort | [-applicationTemplateType, -createdAt, -lastActivity, -name, -source, -updatedAt, -userId, applicationTemplateType, createdAt, lastActivity, name, source, updatedAt, userId] |
| orderBy | [-applicationTemplateType, -createdAt, -lastActivity, -name, -source, -updatedAt, -userId, applicationTemplateType, createdAt, lastActivity, name, source, updatedAt, userId] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"applicationId": "string",
"applicationTemplateType": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"projectId": "string",
"source": "string",
"updatedAt": "2019-08-24T14:15:22Z"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCasesApplicationsListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/customApplications/¶
Get a list of the custom applications referenced by a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/customApplications/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"applicationUrl": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": "created",
"name": "string",
"status": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseCustomApplicationsResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/data/¶
Get a list of the data (datasets and recipes) associated with a use case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/data/?orderBy=name \
-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 | Sorting order which will be applied to data list. |
| search | query | string | false | Only return datasets or recipes from use case with names that match the given string. |
| dataType | query | any | false | Data types used for filtering. |
| dataSourceType | query | any | false | The driver class type of the recipe wrangling engine. |
| recipeStatus | query | any | false | Recipe status used for filtering recipes. |
| creatorUserId | query | any | false | Filter results to display only those created by user(s) identified by the specified ID |
| creatorUsername | query | any | false | Filter results to display only those created by user(s) identified by the specified username |
| useCaseId | path | string | true | The ID of the use case. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| orderBy | [name, -name, description, -description, createdBy, -createdBy, modifiedAt, -modifiedAt, dataType, -dataType, dataSourceType, -dataSourceType, rowCount, -rowCount, columnCount, -columnCount, datasetSize, -datasetSize] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"columnCount": 0,
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataSourceType": "s3",
"dataType": "static",
"datasetSize": 0,
"description": "string",
"entityId": "string",
"entityType": "recipe",
"featureDiscoveryProjectId": "string",
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"name": "string",
"processingState": "COMPLETED",
"rowCount": 0
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseDataListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/datasets/¶
Get a list of the datasets associated with a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/datasets/?sort=-columnCount&orderBy=-columnCount \
-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. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order to sort the Use Case datasets. |
| orderBy | query | string | true | The order to sort the Use Case datasets. |
| search | query | string | false | Only return datasets from Use Case with names that match the given string. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| sort | [-columnCount, -createdAt, -createdBy, -dataSourceType, -datasetSize, -datasetSourceType, -lastActivity, -modifiedAt, -modifiedBy, -name, -rowCount, columnCount, createdAt, createdBy, dataSourceType, datasetSize, datasetSourceType, lastActivity, modifiedAt, modifiedBy, name, rowCount] |
| orderBy | [-columnCount, -createdAt, -createdBy, -dataSourceType, -datasetSize, -datasetSourceType, -lastActivity, -modifiedAt, -modifiedBy, -name, -rowCount, columnCount, createdAt, createdBy, dataSourceType, datasetSize, datasetSourceType, lastActivity, modifiedAt, modifiedBy, name, rowCount] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"columnCount": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataPersisted": true,
"dataSourceType": "string",
"dataType": "static",
"datasetId": "string",
"datasetSize": 0,
"datasetSourceType": "string",
"description": "string",
"featureDiscoveryProjectId": "string",
"isSnapshot": true,
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"modifiedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"name": "string",
"processingState": "COMPLETED",
"referenceMetadata": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
},
"rowCount": 0,
"versionId": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseDatasetsListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/datasets/{datasetId}/¶
Retrieves the details of the dataset with given ID for given use case ID.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/datasets/{datasetId}/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The id linking the Use Case with the entity type. |
| datasetId | path | string | true | The ID of the dataset. |
Example responses¶
200 Response
{
"categories": [
"BATCH_PREDICTIONS"
],
"columnCount": 0,
"createdBy": "string",
"creationDate": "2019-08-24T14:15:22Z",
"dataEngineQueryId": "string",
"dataPersisted": true,
"dataSourceId": "string",
"dataSourceType": "string",
"datasetId": "string",
"datasetSize": 0,
"description": "string",
"eda1ModificationDate": "2019-08-24T14:15:22Z",
"eda1ModifierFullName": "string",
"entityCountByType": {
"numCalendars": 0,
"numExternalModelPackages": 0,
"numFeatureDiscoveryConfigs": 0,
"numPredictionDatasets": 0,
"numProjects": 0,
"numSparkSqlQueries": 0
},
"error": "string",
"featureCount": 0,
"featureCountByType": [
{
"count": 0,
"featureType": "string"
}
],
"featureDiscoveryProjectId": "string",
"isDataEngineEligible": true,
"isLatestVersion": true,
"isSnapshot": true,
"isWranglingEligible": true,
"lastModificationDate": "2019-08-24T14:15:22Z",
"lastModifierFullName": "string",
"name": "string",
"processingState": "COMPLETED",
"recipeId": "string",
"rowCount": 0,
"sampleSize": {
"type": "rows",
"value": 1000000
},
"tags": [
"string"
],
"timeSeriesProperties": {
"isMostlyImputed": null
},
"uri": "string",
"versionId": "string"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | The dataset details. | FullDatasetDetailsResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/deployments/¶
Retrieves the list of deployments associated with the use case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/deployments/?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 order to sort the use case deployments. |
| search | query | string | false | Only return deployments from use case with names that match the given string. |
| useCaseId | path | string | true | The ID of the use case. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| orderBy | [-createdAt, -createdBy, -lastActivity, -name, -updatedAt, -updatedBy, createdAt, createdBy, lastActivity, name, updatedAt, updatedBy] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"id": "string",
"label": "string",
"lastActivity": "created",
"type": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | The list of deployments. | DeploymentPagination |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/filterMetadata/¶
Get filtering metadata information from Use Cases associated with a Use Case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/filterMetadata/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the use case. |
Example responses¶
200 Response
{
"metrics": {
"binary": [
"AUC"
],
"regression": [
"FVE Poisson"
]
},
"modelFamilies": [
{
"fullName": "string",
"key": "AB"
}
],
"samplePcts": [
100
]
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | ExperimentContainerFilterMetadataRetrieveResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/modelsForComparison/¶
Get a list of models from projects associated with a Use Case for direct comparison. NOTE: datetime partitioned models are not supported currently.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/modelsForComparison/ \
-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 | false | Sort by creation date of the project associated with the model, default is descending order |
| binarySortMetric | query | string | false | Binary Classification sort metric |
| binarySortPartition | query | string | false | Retrieve Validation, Cross-Validation, or Holdout metric scores for list of models, only sort by descending order (i.e. most accurate to least accurate) |
| regressionSortMetric | query | string | false | Regression sort metric |
| regressionSortPartition | query | string | false | Retrieve Validation, Cross-Validation, or Holdout metric scores for list of models, only sort by descending order (i.e. most accurate to least accurate) |
| numberTopModels | query | integer | false | Filter to limited number of top scoring models, where default value is 1. A value of 0 means no top scoring models will be returned. |
| samplePct | query | any | false | Filter to models trained at the specified sample size percentage(s) |
| modelFamily | query | any | false | Filter to models that match the specified model family/families |
| includeAllStarredModels | query | boolean | false | Whether to include all starred models in filtering output. This means starred models will be included in addition to top-scoring models. |
| trainingDatasetId | query | any | false | Filter to models from projects built using specified training dataset ID(s) |
| targetFeature | query | any | false | Filter to models from projects built using specified target feature(s) |
| scoringCodeOnly | query | boolean | false | Whether to include only models that can be converted to scorable java code |
| useCaseId | path | string | true | The ID of the use case. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| orderBy | [-createdAt, createdAt] |
| binarySortMetric | [AUC, Weighted AUC, Area Under PR Curve, Weighted Area Under PR Curve, Kolmogorov-Smirnov, Weighted Kolmogorov-Smirnov, FVE Binomial, Weighted FVE Binomial, Gini Norm, Weighted Gini Norm, LogLoss, Weighted LogLoss, Max MCC, Weighted Max MCC, Rate@Top5%, Weighted Rate@Top5%, Rate@Top10%, Weighted Rate@Top10%, Rate@TopTenth%, RMSE, Weighted RMSE] |
| binarySortPartition | [validation, holdout, crossValidation] |
| regressionSortMetric | [FVE Poisson, Weighted FVE Poisson, FVE Gamma, Weighted FVE Gamma, FVE Tweedie, Weighted FVE Tweedie, Gamma Deviance, Weighted Gamma Deviance, Gini Norm, Weighted Gini Norm, MAE, Weighted MAE, MAPE, Weighted MAPE, SMAPE, Weighted SMAPE, Poisson Deviance, Weighted Poisson Deviance, RMSLE, RMSE, Weighted RMSLE, Weighted RMSE, R Squared, Weighted R Squared, Tweedie Deviance, Weighted Tweedie Deviance] |
| regressionSortPartition | [validation, holdout, crossValidation] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"autopilotDataSelectionMethod": "duration",
"blenderInputModelNumbers": [
0
],
"blueprintNumber": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"datasetName": "string",
"featurelistName": "string",
"frozenPct": 0,
"hasCodegen": true,
"hasHoldout": true,
"icons": 0,
"isBlender": true,
"isCustom": true,
"isDatetimePartitioned": true,
"isExternalPredictionModel": true,
"isFrozen": true,
"isMaseBaselineModel": true,
"isReferenceModel": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isStarred": true,
"isTrainedIntoHoldout": true,
"isTrainedIntoValidation": true,
"isTrainedOnGpu": true,
"isTransparent": true,
"isUserModel": true,
"isUsingCrossValidation": true,
"metric": {},
"modelFamily": "AB",
"modelId": "string",
"modelNumber": 0,
"name": "string",
"projectId": "string",
"projectName": "string",
"samplePct": 100,
"supportsMonotonicConstraints": true,
"supportsNewSeries": true,
"targetName": "string",
"targetType": "Binary",
"trainingRowCount": 1
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseModelsForComparisonListResponse |
| 400 | Bad Request | Bad request | None |
| 403 | Forbidden | User does not have access to this functionality. | None |
| 422 | Unprocessable Entity | Unable to retrieve models for the Use Case. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
POST /api/v2/useCases/{useCaseId}/multilink/¶
Link multiple entities to a Use Case.
Code samples¶
curl -X POST https://app.datarobot.com/api/v2/useCases/{useCaseId}/multilink/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"entitiesList": [
{
"entityId": "string",
"entityType": "project",
"includeDataset": true
}
],
"workflow": "migration"
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the use case. |
| body | body | UseCaseReferenceMultilink | false | none |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/notebooks/¶
Get a list of the notebooks associated with a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/notebooks/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "notebook",
"experimentContainerId": "string",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCasesNotebooksListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/playgrounds/¶
Get a list of the playgrounds associated with a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/playgrounds/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "playground",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCasesPlaygroundsListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/projects/¶
Get a list of the projects associated with a Use Case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/projects/?sort=-createdAt&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. |
| search | query | string | false | Returns only Use Cases with names that match the given string. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order to sort the Use Case projects. |
| orderBy | query | string | true | The order to sort the Use Case projects. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| sort | [-createdAt, -createdBy, -dataset, -featureCount, -fullName, -lastActivity, -models, -name, -projectId, -rowCount, -target, -targetType, -timeAware, -updatedAt, -updatedBy, createdAt, createdBy, dataset, featureCount, fullName, lastActivity, models, name, projectId, rowCount, target, targetType, timeAware, updatedAt, updatedBy] |
| orderBy | [-createdAt, -createdBy, -dataset, -featureCount, -fullName, -lastActivity, -models, -name, -projectId, -rowCount, -target, -targetType, -timeAware, -updatedAt, -updatedBy, createdAt, createdBy, dataset, featureCount, fullName, lastActivity, models, name, projectId, rowCount, target, targetType, timeAware, updatedAt, updatedBy] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"autopilotDataSelectionMethod": "duration",
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"dataset": "string",
"datasetId": "string",
"hasHoldout": true,
"isDatasetLinkedToUseCase": true,
"isDraft": true,
"isErrored": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isWorkbenchEligible": true,
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metricDetail": [
{
"ascending": true,
"name": "string"
}
],
"models": 0,
"name": "string",
"numberOfBacktests": 0,
"projectId": "string",
"projectOptions": {
"target": "string",
"targetType": "Binary",
"validationType": "CV",
"weight": "string"
},
"stage": "string",
"statusErrorMessage": "string",
"target": "string",
"targetType": "Binary",
"timeAware": true,
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseProjectsListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/registeredModels/¶
Get a list of the Registered models referenced by a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/registeredModels/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 10. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseRegisteredModelsResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/resources/¶
Get a list of the references associated with a use case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/resources/?sort=-entityType&orderBy=-entityType \
-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. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order to sort the Use Case references. |
| orderBy | query | string | true | The order to sort the Use Case references. |
| daysSinceLastActivity | query | integer | false | Only retrieve resources that had activity within the specified number of days. |
| recipeStatus | query | any | false | Recipe status used for filtering recipes. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| sort | [-entityType, -lastActivity, -name, -updatedAt, -updatedBy, entityType, lastActivity, name, updatedAt, updatedBy] |
| orderBy | [-entityType, -lastActivity, -name, -updatedAt, -updatedBy, entityType, lastActivity, name, updatedAt, updatedBy] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseReferenceListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/sharedRoles/¶
Get a list of users who have access to this Use Case and their roles on the Use Case.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/sharedRoles/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. |
| limit | query | integer | false | The number of records to return. |
| id | query | string | false | Optional, only return the access control information for a user with this user ID. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"canShare": true,
"id": "string",
"name": "string",
"role": "ADMIN",
"shareRecipientType": "user",
"userFullName": "string"
}
],
"next": "string",
"previous": "string",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | SharedRolesWithGrantListResponse |
| 404 | Not Found | Either the Use Case does not exist or the user does not have permissions to view the data store. | None |
| 422 | Unprocessable Entity | Both username and userId were specified | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
PATCH /api/v2/useCases/{useCaseId}/sharedRoles/¶
Update the list of users who have access to this Use Case and their roles on the Use Case.
Code samples¶
curl -X PATCH https://app.datarobot.com/api/v2/useCases/{useCaseId}/sharedRoles/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"operation": "updateRoles",
"roles": [
{
"role": "OWNER",
"shareRecipientType": "user",
"username": "string"
}
]
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The ID of the Use Case to update. |
| body | body | ExperimentContainerSharedRolesUpdate | false | none |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/vectorDatabases/¶
Get a list of the vector databases associated with a Use Case
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/vectorDatabases/ \
-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. |
| useCaseId | path | string | true | The ID of the Use Case to update. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "vector_database",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCasesVectorDatabasesListResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedCustomModels/¶
Get a list of custom models that are associated with this vector database
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedCustomModels/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| useCaseId | path | string | true | The ID of the Use Case this vector database belongs to. |
| vectorDatabaseId | path | string | true | The ID of the vector database. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"name": "string",
"role": "ADMIN",
"versionMajor": 0,
"versionMinor": 0
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseVectorDatabaseRelatedCustomModelList |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedDeployments/¶
Get a list of deployments that are associated with this vector database
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedDeployments/?includeModelInfo=false \
-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. |
| targetType | query | string | false | Filter related deployments by target type |
| status | query | string | false | Filter related deployments by deployment status |
| includeModelInfo | query | boolean | true | Indicates if IDs of champion registered model and champion custom model for each deployment should be returned |
| useCaseId | path | string | true | The ID of the Use Case this vector database belongs to. |
| vectorDatabaseId | path | string | true | The ID of the vector database. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| targetType | [Binary, Regression, Multiclass, Anomaly, Transform, TextGeneration, GeoPoint, Unstructured, VectorDatabase] |
| status | [active, archived, errored, inactive, launching, replacingModel, stopping] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"id": "string",
"name": "string",
"registeredModelId": "string",
"registeredModelVersionId": "string",
"role": "ADMIN"
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseVectorDatabaseRelatedDeploymentList |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedRegisteredModels/¶
Get a list of registered models that are associated with this vector database
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCases/{useCaseId}/vectorDatabases/{vectorDatabaseId}/relatedRegisteredModels/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| useCaseId | path | string | true | The ID of the Use Case this vector database belongs to. |
| vectorDatabaseId | path | string | true | The ID of the vector database. |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"registeredModelId": "string",
"registeredModelName": "string",
"registeredModelVersionId": "string",
"registeredModelVersionName": "string",
"role": "ADMIN",
"version": 0
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | UseCaseVectorDatabaseRelatedRegisteredModelList |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
DELETE /api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/¶
Remove a related entity from a use case.
Code samples¶
curl -X DELETE https://app.datarobot.com/api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/?deleteResource=false \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| deleteResource | query | boolean | true | If True, delete the linked resource |
| useCaseId | path | string | true | The id linking the Use Case with the entity type. |
| referenceCollectionType | path | string | true | The reference collection type. |
| entityId | path | string | true | The primary id of the entity. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| referenceCollectionType | [projects, datasets, notebooks, applications, recipes, customModelVersions, registeredModelVersions, deployments, customApplications, customJobs] |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | None |
| 204 | No Content | The relationship has been removed successfully | None |
| 404 | Not Found | Use Case reference not found | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
PATCH /api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/¶
Move entity from one Use Case to another.
Code samples¶
curl -X PATCH https://app.datarobot.com/api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"includeDataset": true
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The id linking the Use Case with the entity type. |
| referenceCollectionType | path | string | true | The reference collection type. |
| entityId | path | string | true | The primary id of the entity. |
| body | body | UseCasesProjectMigrationParam | false | none |
Enumerated Values¶
| Parameter | Value |
|---|---|
| referenceCollectionType | [projects, datasets, notebooks, applications, recipes, customModelVersions, registeredModelVersions, deployments, customApplications, customJobs] |
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
POST /api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/¶
Link entity to a single Use Case.
Code samples¶
curl -X POST https://app.datarobot.com/api/v2/useCases/{useCaseId}/{referenceCollectionType}/{entityId}/ \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{undefined}'
Body parameter¶
{
"workflow": "migration"
}
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| useCaseId | path | string | true | The id linking the Use Case with the entity type. |
| referenceCollectionType | path | string | true | The reference collection type. |
| entityId | path | string | true | The primary id of the entity. |
| body | body | UseCaseReferenceLink | false | none |
Enumerated Values¶
| Parameter | Value |
|---|---|
| referenceCollectionType | [projects, datasets, notebooks, applications, recipes, customModelVersions, registeredModelVersions, deployments, customApplications, customJobs] |
Example responses¶
200 Response
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | none | ExperimentContainerReferenceRetrieve |
| 201 | Created | The entity has been linked successfully | None |
| 403 | Forbidden | User does not have access to this functionality. | None |
| 409 | Conflict | The entity has already been linked | None |
| 422 | Unprocessable Entity | Unprocessable Entity | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/useCasesWithShortenedInfo/¶
Retrieves a list of Use Cases using a new endpoint that abbreviates the display metadata for faster retrieval.
Code samples¶
curl -X GET https://app.datarobot.com/api/v2/useCasesWithShortenedInfo/?sort=-applicationsCount&orderBy=-applicationsCount&usecaseType=all \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
| Name | In | Type | Required | Description |
|---|---|---|---|---|
| offset | query | integer | false | The number of records to skip over. Default 0. |
| limit | query | integer | false | The number of records to return in the range from 1 to 100. Default 100. |
| search | query | string | false | Returns only Use Cases with names that match the given string. |
| projectId | query | string | false | Only return experiment containers associated with the given project id. |
| applicationId | query | string | false | Only return experiment containers associated with the given app. |
| entityId | query | string | false | The id of the entity type that is linked with the Use Case. |
| entityType | query | string | false | The entity type that is linked to the Use Case. |
| sort | query | string | true | [DEPRECATED - replaced with order_by] The order in which Use Cases and return Use Cases. |
| orderBy | query | string | true | The order in which Use Cases and return Use Cases. |
| usecaseType | query | string | true | A filter to return Use Cases by type. |
| createdBy | query | string | false | Filter Use Cases to those created by the provided user. |
Enumerated Values¶
| Parameter | Value |
|---|---|
| entityType | [project, dataset, notebook, application, recipe, playground, vectorDatabase, customModelVersion, registeredModelVersion, deployment, customApplication, customJob] |
| sort | [-applicationsCount, -createdAt, -createdBy, -datasetsCount, -description, -id, -name, -notebooksCount, -playgroundsCount, -projectsCount, -updatedAt, -updatedBy, -vectorDatabasesCount, applicationsCount, createdAt, createdBy, datasetsCount, description, id, name, notebooksCount, playgroundsCount, projectsCount, updatedAt, updatedBy, vectorDatabasesCount] |
| orderBy | [-applicationsCount, -createdAt, -createdBy, -datasetsCount, -description, -id, -name, -notebooksCount, -playgroundsCount, -projectsCount, -updatedAt, -updatedBy, -vectorDatabasesCount, applicationsCount, createdAt, createdBy, datasetsCount, description, id, name, notebooksCount, playgroundsCount, projectsCount, updatedAt, updatedBy, vectorDatabasesCount] |
| usecaseType | [all, general, walkthrough] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"advancedTour": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"formattedDescription": "string",
"id": "string",
"name": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
| Status | Meaning | Description | Schema |
|---|---|---|---|
| 200 | OK | Use Cases with abbreviated metadata retrieved successfully. | UseCaseListWithShortenedInfoResponse |
| 403 | Forbidden | User does not have access to this functionality. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
Schemas¶
AccessControlWithGrant
{
"canShare": true,
"id": "string",
"name": "string",
"role": "ADMIN",
"shareRecipientType": "user",
"userFullName": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| canShare | boolean | true | Whether the recipient can share the role further. | |
| id | string | true | The identifier of the recipient. | |
| name | string | true | The name of the recipient. | |
| role | string | true | The role of the recipient on this entity. | |
| shareRecipientType | string | true | The type of the recipient. | |
| userFullName | string | false | Full name of the recipient user. |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [ADMIN, CONSUMER, DATA_SCIENTIST, EDITOR, OBSERVER, OWNER, READ_ONLY, READ_WRITE, USER] |
| shareRecipientType | [user, group, organization] |
DeploymentPagination
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"id": "string",
"label": "string",
"lastActivity": "created",
"type": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
],
"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 | [FormattedResponseDeployment] | true | maxItems: 100 |
List of deployments linked to a Use Case. |
| 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. |
EntityCountByTypeResponse
{
"numCalendars": 0,
"numExternalModelPackages": 0,
"numFeatureDiscoveryConfigs": 0,
"numPredictionDatasets": 0,
"numProjects": 0,
"numSparkSqlQueries": 0
}
Number of different type entities that use the dataset.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| numCalendars | integer | true | The number of calendars that use the dataset | |
| numExternalModelPackages | integer | true | The number of external model packages that use the dataset | |
| numFeatureDiscoveryConfigs | integer | true | The number of feature discovery configs that use the dataset | |
| numPredictionDatasets | integer | true | The number of prediction datasets that use the dataset | |
| numProjects | integer | true | The number of projects that use the dataset | |
| numSparkSqlQueries | integer | true | The number of spark sql queries that use the dataset |
ExperimentContainerApplicationResponse
{
"applicationId": "string",
"applicationTemplateType": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"projectId": "string",
"source": "string",
"updatedAt": "2019-08-24T14:15:22Z"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| applicationId | string | true | The application id of the application. | |
| applicationTemplateType | string,null | true | The type of the application. | |
| createdAt | string(date-time) | true | The timestamp generated at application creation. | |
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| description | string,null | true | The description of the application. | |
| lastActivity | ExperimentContainerLastActivity | true | Last activity details | |
| name | string | true | The name of the application. | |
| projectId | string,null | true | The ID of the associated project | |
| source | string,null | true | The source used to create the application. | |
| updatedAt | string(date-time) | true | The timestamp generated at application modification. |
ExperimentContainerFilterMetadataMetricsObjectResponse
{
"binary": [
"AUC"
],
"regression": [
"FVE Poisson"
]
}
Model performance evaluation metrics (shorthand abbreviations)
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| binary | [string] | false | Binary metrics associated with the models | |
| regression | [string] | false | Regression metrics associated with the models |
ExperimentContainerFilterMetadataModelFamiliesObjectResponse
{
"fullName": "string",
"key": "AB"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| fullName | string | true | Full name of the model family | |
| key | string | true | Abbreviated form of model family name |
Enumerated Values¶
| Property | Value |
|---|---|
| key | [AB, AD, BLENDER, CAL, CLUSTER, COUNT_DICT, CUSTOM, DOCUMENT, DT, DUMMY, EP, EQ, EQ_TS, FM, GAM, GBM, GLM, GLMNET, IMAGE, KNN, NB, NN, OTHER, RF, RI, SEGMENTED, SVM, TEXT, TS, TS_NN, TTS, VW] |
ExperimentContainerFilterMetadataRetrieveResponse
{
"metrics": {
"binary": [
"AUC"
],
"regression": [
"FVE Poisson"
]
},
"modelFamilies": [
{
"fullName": "string",
"key": "AB"
}
],
"samplePcts": [
100
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| metrics | ExperimentContainerFilterMetadataMetricsObjectResponse | true | Model performance evaluation metrics (shorthand abbreviations) | |
| modelFamilies | [ExperimentContainerFilterMetadataModelFamiliesObjectResponse] | true | maxItems: 32 |
Model families associated with the models |
| samplePcts | [number] | true | maxItems: 7 |
Model training sample sizes (in percentage) |
ExperimentContainerLastActivity
{
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
Last activity details
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| timestamp | string(date-time) | true | Time when this activity occurred. | |
| type | string | true | The type of activity. Can be "Added" or "Modified" |
ExperimentContainerModelsForComparisonModelResponse
{
"autopilotDataSelectionMethod": "duration",
"blenderInputModelNumbers": [
0
],
"blueprintNumber": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"datasetName": "string",
"featurelistName": "string",
"frozenPct": 0,
"hasCodegen": true,
"hasHoldout": true,
"icons": 0,
"isBlender": true,
"isCustom": true,
"isDatetimePartitioned": true,
"isExternalPredictionModel": true,
"isFrozen": true,
"isMaseBaselineModel": true,
"isReferenceModel": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isStarred": true,
"isTrainedIntoHoldout": true,
"isTrainedIntoValidation": true,
"isTrainedOnGpu": true,
"isTransparent": true,
"isUserModel": true,
"isUsingCrossValidation": true,
"metric": {},
"modelFamily": "AB",
"modelId": "string",
"modelNumber": 0,
"name": "string",
"projectId": "string",
"projectName": "string",
"samplePct": 100,
"supportsMonotonicConstraints": true,
"supportsNewSeries": true,
"targetName": "string",
"targetType": "Binary",
"trainingRowCount": 1
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| autopilotDataSelectionMethod | string,null | true | The Data Selection method of the datetime-partitioned model. null if model is not datetime-partitioned. |
|
| blenderInputModelNumbers | [integer] | false | maxItems: 100 |
List of model ID numbers used in the blender. |
| blueprintNumber | integer,null | true | The blueprint number associated with the model. | |
| createdAt | string(date-time) | true | Timestamp generated at model's project creation. | |
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| datasetName | string | true | The name of the dataset used to build the model in the associated project. | |
| featurelistName | string | false | The name of the feature list associated with the model. | |
| frozenPct | number,null | false | The percentage used to train the frozen model. | |
| hasCodegen | boolean | true | A boolean setting whether the model can be converted to scorable Java code. | |
| hasHoldout | boolean | true | Whether the model has holdout. | |
| icons | integer,null | true | The icons associated with the model. | |
| isBlender | boolean | true | Indicates if the model is a blender. | |
| isCustom | boolean | true | Indicates if the model contains custom tasks. | |
| isDatetimePartitioned | boolean | true | Indicates whether the model is a datetime-partitioned model. | |
| isExternalPredictionModel | boolean | true | Indicates if the model is an external prediction model. | |
| isFrozen | boolean | true | Indicates if the model is a frozen model. | |
| isMaseBaselineModel | boolean | true | Indicates if the model is a baseline model with MASE score '1.000'. | |
| isReferenceModel | boolean | true | Indicates if the model is a reference model. | |
| isScoringAvailableForModelsTrainedIntoValidationHoldout | boolean | true | Indicates whether validation scores are available. A result of 'N/A' in the UI indicates that a model was trained into validation or holdout and also either does not have stacked predictions or uses extended multiclass. | |
| isStarred | boolean | true | Indicates whether the model has been starred for easier identification. | |
| isTrainedIntoHoldout | boolean | true | Whether the model used holdout data for training. | |
| isTrainedIntoValidation | boolean | true | Whether the model used validation data for training. | |
| isTrainedOnGpu | boolean | true | Indicates if the model was trained using GPU workers. | |
| isTransparent | boolean | true | Indicates if the model is a transparent model with exposed coefficients. | |
| isUserModel | boolean | true | Indicates if the model was created with Composable ML. | |
| isUsingCrossValidation | boolean | true | Indicates whether cross-validation is the partitioning strategy used for the project associated with the model. | |
| metric | object | true | Model performance information by the specified filtered evaluation metric | |
| modelFamily | string | true | Model family associated with the model | |
| modelId | string | true | ID of the model | |
| modelNumber | integer,null | false | The model number from the single experiment leaderboard. | |
| name | string | true | Name of the model | |
| projectId | string | true | ID of the project associated with the model | |
| projectName | string | true | Name of the project associated with the model | |
| samplePct | number,null | true | maximum: 100 |
Percentage of the dataset to use with the model |
| supportsMonotonicConstraints | boolean | true | Indicates if the model supports enforcing monotonic constraints. | |
| supportsNewSeries | boolean | true | Indicates if the model supports new series (time series only). | |
| targetName | string | true | Name of modeling target | |
| targetType | string | true | Type of modeling target | |
| trainingRowCount | integer | true | The number of rows used to train the model. |
Enumerated Values¶
| Property | Value |
|---|---|
| autopilotDataSelectionMethod | [duration, rowCount] |
| modelFamily | [AB, AD, BLENDER, CAL, CLUSTER, COUNT_DICT, CUSTOM, DOCUMENT, DT, DUMMY, EP, EQ, EQ_TS, FM, GAM, GBM, GLM, GLMNET, IMAGE, KNN, NB, NN, OTHER, RF, RI, SEGMENTED, SVM, TEXT, TS, TS_NN, TTS, VW] |
| targetType | [Binary, Regression] |
ExperimentContainerNotebookResponse
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "notebook",
"experimentContainerId": "string",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at notebook creation. | |
| createdBy | string,null | false | The id of the user who created. | |
| entityId | string | true | The primary id of the entity (same as ID of the notebook). | |
| entityType | string | true | The type of entity provided by the entity id. | |
| experimentContainerId | string | true | [DEPRECATED - replaced with use_case_id] The ID of the Use Case. | |
| id | string | true | The ID of the notebook. | |
| isDeleted | boolean | true | Soft deletion flag for notebooks | |
| referenceId | string | true | Original ID from DB | |
| tenantId | string,null | true | The id of the tenant the notebook belongs to. | |
| updatedBy | string,null | false | The id of the user who last updated. | |
| useCaseId | string | true | The ID of the Use Case. | |
| useCaseName | string | false | Use Case name |
Enumerated Values¶
| Property | Value |
|---|---|
| entityType | notebook |
ExperimentContainerPlaygroundResponse
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "playground",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at playground creation. | |
| createdBy | string,null | false | The id of the user who created. | |
| entityId | string | true | The primary id of the entity (same as ID of the playground). | |
| entityType | string | true | The type of entity provided by the entity id. | |
| id | string | true | The ID of the playground. | |
| isDeleted | boolean | true | Soft deletion flag for playgrounds | |
| referenceId | string | true | Original ID from DB | |
| tenantId | string,null | true | The id of the tenant the playground belongs to. | |
| updatedBy | string,null | false | The id of the user who last updated. |
Enumerated Values¶
| Property | Value |
|---|---|
| entityType | playground |
ExperimentContainerReferenceDatasetMetadata
{
"dataSourceType": "string",
"datasetSize": 0,
"datasetSourceType": "string",
"isSnapshot": true,
"isWranglingEligible": true,
"latestRecipeId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| dataSourceType | string,null | true | The type of the data source used to create the dataset if relevant. | |
| datasetSize | integer,null | true | Size of the dataset in bytes | |
| datasetSourceType | string,null | true | The source type of the dataset | |
| isSnapshot | boolean | true | Whether the dataset is an immutable snapshot of data which has previously been retrieved and saved to DataRobot. | |
| isWranglingEligible | boolean | true | Whether the source of the dataset can support wrangling. | |
| latestRecipeId | string,null | true | The latest recipe id linked to the dataset. |
ExperimentContainerReferenceDatasetResponse
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
}
Metadata about the reference of the dataset in the Use Case.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | The timestamp generated at record creation. | |
| createdBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| lastActivity | ExperimentContainerLastActivity | true | Last activity details |
ExperimentContainerReferencePlaygroundMetadata
{
"description": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| description | string | true | Description of the playground |
ExperimentContainerReferenceProjectMetadata
{
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| isDraft | boolean | true | Indicates whether the experiment configuration has been used for modeling and is therefore locked (False) or whether the setup has not been applied , and as a draft, can still be modified and used in training (True). | |
| isErrored | boolean | true | Indicates whether the experiment failed. | |
| isWorkbenchEligible | boolean | true | Indicates whether the experiment is Workbench-compatible. | |
| stage | string | true | Stage of the experiment. | |
| statusErrorMessage | string | true | Experiment failure explanation. |
ExperimentContainerReferenceRecipeMetadata
{
"dataType": "static"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| dataType | string,null | true | The type of the recipe (wrangling or feature discovery) |
Enumerated Values¶
| Property | Value |
|---|---|
| dataType | [static, Static, STATIC, snapshot, Snapshot, SNAPSHOT, dynamic, Dynamic, DYNAMIC, sqlRecipe, SqlRecipe, SQL_RECIPE, wranglingRecipe, WranglingRecipe, WRANGLING_RECIPE, featureDiscoveryRecipe, FeatureDiscoveryRecipe, FEATURE_DISCOVERY_RECIPE] |
ExperimentContainerReferenceRetrieve
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdBy | string,null | false | The id of the user who created. | |
| entityId | string | true | The primary id of the entity. | |
| entityType | string | true | The type of entity provided by the entity id. | |
| id | string | true | The ID of the experiment container reference. | |
| lastActivity | ExperimentContainerLastActivity | false | Last activity details | |
| metadata | any | false | Reference metadata for the experiment container |
oneOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerReferenceProjectMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerReferenceDatasetMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerReferenceRecipeMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerReferencePlaygroundMetadata | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| name | string | true | The name of the experiment container reference. | |
| processingState | string | false | Current ingestion process state of dataset. | |
| updated | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| updatedAt | string(date-time) | true | The timestamp generated at record creation. | |
| updatedBy | string,null | false | The id of the user who last updated. | |
| useCaseId | string | true | The ID linking the Use Case with the entity type. | |
| userHasAccess | boolean | false | Identifies if a user has access to the entity. | |
| versions | [UseCaseEntityVersion] | false | maxItems: 100 |
A list of entity versions. |
Enumerated Values¶
| Property | Value |
|---|---|
| processingState | [COMPLETED, ERROR, RUNNING] |
ExperimentContainerSharedRolesUpdate
{
"operation": "updateRoles",
"roles": [
{
"role": "OWNER",
"shareRecipientType": "user",
"username": "string"
}
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| operation | string | true | The name of the action being taken. Only 'updateRoles' is supported. | |
| roles | [oneOf] | true | minItems: 1 |
A list of sharing role objects |
oneOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerSharingRoleUpdateDataWithUsername | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerSharingRoleUpdateDataWithName | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ExperimentContainerSharingRoleUpdateDataWithId | false | none |
Enumerated Values¶
| Property | Value |
|---|---|
| operation | updateRoles |
ExperimentContainerSharingRoleUpdateDataWithId
{
"id": "string",
"role": "OWNER",
"shareRecipientType": "user"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| id | string | true | The ID of the recipient | |
| role | string | true | The assigned role | |
| shareRecipientType | string | true | The recipient type |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [OWNER, EDITOR, CONSUMER, NO_ROLE] |
| shareRecipientType | [user, organization] |
ExperimentContainerSharingRoleUpdateDataWithName
{
"name": "string",
"role": "OWNER",
"shareRecipientType": "user"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| name | string | true | The name of the user to update the access role for. If included with a username, the username is used. | |
| role | string | true | The assigned role | |
| shareRecipientType | string | true | The recipient type |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [OWNER, EDITOR, CONSUMER, NO_ROLE] |
| shareRecipientType | [user, organization] |
ExperimentContainerSharingRoleUpdateDataWithUsername
{
"role": "OWNER",
"shareRecipientType": "user",
"username": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| role | string | true | The assigned role | |
| shareRecipientType | string | true | The recipient type | |
| username | string | true | The username of the user to update the access role for. If included with a name, the username is used. |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [OWNER, EDITOR, CONSUMER, NO_ROLE] |
| shareRecipientType | [user, organization] |
ExperimentContainerUserResponse
{
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
A users associated with a Use Case.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| string,null | true | The email address of the user. | ||
| fullName | string,null | false | The full name of the user. | |
| id | string | true | The id of the user. | |
| userhash | string,null | false | User's gravatar hash. | |
| username | string,null | false | The username of the user. |
ExperimentContainerVectorDatabaseResponse
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "vector_database",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at vector database creation. | |
| createdBy | string,null | false | The id of the user who created. | |
| entityId | string | true | The primary id of the entity (same as ID of the vector database). | |
| entityType | string | true | The type of entity provided by the entity id. | |
| id | string | true | The ID of the vector database. | |
| isDeleted | boolean | true | Soft deletion flag for vector databases | |
| referenceId | string | true | Original ID from DB | |
| tenantId | string,null | true | The id of the tenant the vector database belongs to. | |
| updatedBy | string,null | false | The id of the user who last updated. |
Enumerated Values¶
| Property | Value |
|---|---|
| entityType | vector_database |
FeatureCountByTypeResponse
{
"count": 0,
"featureType": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | true | The number of features of this type in the dataset | |
| featureType | string | true | The data type grouped in this count |
FormattedResponseDeployment
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"id": "string",
"label": "string",
"lastActivity": "created",
"type": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | false | Created date time. | |
| createdBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| description | string | false | Deployment description. | |
| id | string | true | Unique identifier of the deployment. | |
| label | string | false | Deployment label. | |
| lastActivity | string | false | The type of the last activity. Can be "Added" or "Modified". | |
| type | string | false | Deployment type. | |
| updatedAt | string(date-time) | false | Last modified date time. | |
| updatedBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| userHasAccess | boolean | false | Indicates if a user has access to this deployment. |
Enumerated Values¶
| Property | Value |
|---|---|
| lastActivity | [created, Created, CREATED, modified, Modified, MODIFIED] |
FullDatasetDetailsResponse
{
"categories": [
"BATCH_PREDICTIONS"
],
"columnCount": 0,
"createdBy": "string",
"creationDate": "2019-08-24T14:15:22Z",
"dataEngineQueryId": "string",
"dataPersisted": true,
"dataSourceId": "string",
"dataSourceType": "string",
"datasetId": "string",
"datasetSize": 0,
"description": "string",
"eda1ModificationDate": "2019-08-24T14:15:22Z",
"eda1ModifierFullName": "string",
"entityCountByType": {
"numCalendars": 0,
"numExternalModelPackages": 0,
"numFeatureDiscoveryConfigs": 0,
"numPredictionDatasets": 0,
"numProjects": 0,
"numSparkSqlQueries": 0
},
"error": "string",
"featureCount": 0,
"featureCountByType": [
{
"count": 0,
"featureType": "string"
}
],
"featureDiscoveryProjectId": "string",
"isDataEngineEligible": true,
"isLatestVersion": true,
"isSnapshot": true,
"isWranglingEligible": true,
"lastModificationDate": "2019-08-24T14:15:22Z",
"lastModifierFullName": "string",
"name": "string",
"processingState": "COMPLETED",
"recipeId": "string",
"rowCount": 0,
"sampleSize": {
"type": "rows",
"value": 1000000
},
"tags": [
"string"
],
"timeSeriesProperties": {
"isMostlyImputed": null
},
"uri": "string",
"versionId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| categories | [string] | true | An array of strings describing the intended use of the dataset. | |
| columnCount | integer | true | The number of columns in the dataset. | |
| createdBy | string,null | true | Username of the user who created the dataset. | |
| creationDate | string(date-time) | true | The date when the dataset was created. | |
| dataEngineQueryId | string,null | true | ID of the source data engine query. | |
| dataPersisted | boolean | true | If true, user is allowed to view extended data profile (which includes data statistics like min/max/median/mean, histogram, etc.) and download data. If false, download is not allowed and only the data schema (feature names and types) will be available. | |
| dataSourceId | string,null | true | ID of the datasource used as the source of the dataset. | |
| dataSourceType | string | true | The type of the datasource that was used as the source of the dataset. | |
| datasetId | string | true | The ID of this dataset. | |
| datasetSize | integer | true | The size of the dataset as a CSV in bytes. | |
| description | string,null | true | The description of the dataset. | |
| eda1ModificationDate | string(date-time) | true | The ISO 8601 formatted date and time when the EDA1 for the dataset was updated. | |
| eda1ModifierFullName | string | true | The user who was the last to update EDA1 for the dataset. | |
| entityCountByType | EntityCountByTypeResponse | false | Number of different type entities that use the dataset. | |
| error | string | true | Details of exception raised during ingestion process, if any. | |
| featureCount | integer | true | Total number of features in the dataset. | |
| featureCountByType | [FeatureCountByTypeResponse] | true | Number of features in the dataset grouped by feature type. | |
| featureDiscoveryProjectId | string | false | Feature Discovery project ID used to create the dataset. | |
| isDataEngineEligible | boolean | true | Whether this dataset can be a data source of a data engine query. | |
| isLatestVersion | boolean | true | Whether this dataset version is the latest version of this dataset. | |
| isSnapshot | boolean | true | Whether the dataset is an immutable snapshot of data which has previously been retrieved and saved to DataRobot. | |
| isWranglingEligible | boolean | true | Whether the source of the dataset can support wrangling. | |
| lastModificationDate | string(date-time) | true | The ISO 8601 formatted date and time when the dataset was last modified. | |
| lastModifierFullName | string | true | Full name of user who was the last to modify the dataset. | |
| name | string | true | The name of this dataset in the catalog. | |
| processingState | string | true | Current ingestion process state of dataset. | |
| recipeId | string,null | true | ID of the source recipe. | |
| rowCount | integer | true | The number of rows in the dataset. | |
| sampleSize | SampleSize | false | Ingest size to use during dataset registration. Default behavior is to ingest full dataset. | |
| tags | [string] | true | List of tags attached to the item. | |
| timeSeriesProperties | TimeSeriesProperties | true | Properties related to time series data prep. | |
| uri | string | true | The URI to datasource. For example, file_name.csv, or jdbc:DATA_SOURCE_GIVEN_NAME/SCHEMA.TABLE_NAME, or jdbc:DATA_SOURCE_GIVEN_NAME/<query> for query based datasources, orhttps://s3.amazonaws.com/dr-pr-tst-data/kickcars-sample-200.csv, etc. |
|
| versionId | string | true | The object ID of the catalog_version the dataset belongs to. |
Enumerated Values¶
| Property | Value |
|---|---|
| processingState | [COMPLETED, ERROR, RUNNING] |
MetricDetail
{
"ascending": true,
"name": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| ascending | boolean | true | Should the metric be sorted in ascending order | |
| name | string | true | Name of the metric |
PinnedUsecaseResponse
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| advancedTour | string,null | false | Advanced tour key. | |
| applicationsCount | integer | true | The number of applications in a Use Case. | |
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at record creation. | |
| createdBy | string,null | false | The ID of the user who created. | |
| customApplicationsCount | integer | true | The number of custom applications referenced in a Use Case. | |
| customJobsCount | integer | true | The number of custom jobs referenced in a Use Case. | |
| customModelVersionsCount | integer | true | The number of custom models referenced in a Use Case. | |
| datasetsCount | integer | true | The number of datasets in a Use Case. | |
| deploymentsCount | integer | true | The number of deployments referenced in a Use Case. | |
| description | string,null | true | The description of the Use Case. | |
| formattedDescription | string,null | false | The formatted description of the experiment container used as styled description. | |
| id | string | true | The ID of the Use Case. | |
| modelsCount | integer | false | [DEPRECATED] The number of models in a Use Case. | |
| name | string | true | The name of the Use Case. | |
| notebooksCount | integer | true | The number of notebooks in a Use Case. | |
| projectsCount | integer | true | The number of projects in a Use Case. | |
| recipesCount | integer | true | The number of recipes in a Use Case. | |
| registeredModelVersionsCount | integer | true | The number of registered models referenced in a Use Case. | |
| riskAssessments | [string] | false | maxItems: 100 |
The ID List of the Risk Assessments. |
| tenantId | string,null | true | The ID of the tenant to associate this organization with. | |
| updated | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| updatedAt | string(date-time) | true | The timestamp generated when the record was last updated. | |
| updatedBy | string,null | false | The ID of the user who last updated. | |
| valueTrackerId | string,null | false | The ID of the Value Tracker. |
PinnedUsecaseUpdatePayload
{
"operation": "add",
"pinnedUseCasesIds": [
"string"
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| operation | string | true | Pinned Use Case possible operations. | |
| pinnedUseCasesIds | [string] | true | maxItems: 8 minItems: 1 |
The list of the pinned Use Case IDs. |
Enumerated Values¶
| Property | Value |
|---|---|
| operation | [add, remove] |
PinnedUsecasesResponse
{
"data": [
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| data | [PinnedUsecaseResponse] | true | maxItems: 8 |
A list of the pinned Use Cases |
RiskAssessmentComplete
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
}
Risk assessment defined as primary the current Use Case.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | The creation date of the risk assessment. | |
| createdBy | string | true | The ID of the user who created the risk assessment. | |
| description | string | true | The description of the risk assessment. | |
| evidence | string,null | true | The evidence for the risk assessment. | |
| id | string | true | The ID of the risk assessment. | |
| isPrimary | boolean | true | Determines if the risk assessment is primary. | |
| mitigationPlan | string,null | true | The mitigation plan for the risk assessment. | |
| name | string | true | The name of the risk assessment. | |
| riskLevel | string | false | The name of the risk assessment level. | |
| tenantId | string,null | true | The tenant ID related to the risk assessment. | |
| updatedAt | string(date-time) | true | The last updated date of the risk assessment. | |
| updatedBy | string | true | The ID of the user who updated the risk assessment. |
SampleSize
{
"type": "rows",
"value": 1000000
}
Ingest size to use during dataset registration. Default behavior is to ingest full dataset.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| type | string | true | Sample size can be specified only as a number of rows for now. | |
| value | integer | true | maximum: 1000000 |
Number of rows to ingest during dataset registration. |
Enumerated Values¶
| Property | Value |
|---|---|
| type | rows |
SharedRolesWithGrantListResponse
{
"count": 0,
"data": [
{
"canShare": true,
"id": "string",
"name": "string",
"role": "ADMIN",
"shareRecipientType": "user",
"userFullName": "string"
}
],
"next": "string",
"previous": "string",
"totalCount": 0
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | true | The number of items returned. | |
| data | [AccessControlWithGrant] | true | The access control list. | |
| next | string,null | true | URL pointing to the next page. | |
| previous | string,null | true | URL pointing to the previous page. | |
| totalCount | integer | true | Total number of items matching the condition. |
TimeSeriesProperties
{
"isMostlyImputed": null
}
Properties related to time series data prep.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| isMostlyImputed | boolean,null | true | Whether more than half of the rows are imputed. |
UseCaseCreate
{
"advancedTour": "flightDelays",
"description": null,
"name": null
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| advancedTour | string,null | false | Advanced tour key. | |
| description | string,null | false | The description of the Use Case. | |
| name | string,null | false | maxLength: 100 |
The name of the Use Case. |
Enumerated Values¶
| Property | Value |
|---|---|
| advancedTour | [flightDelays, hospital] |
UseCaseCustomApplication
{
"applicationUrl": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": "created",
"name": "string",
"status": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| applicationUrl | string | false | The reachable URL of the custom application. | |
| createdAt | string(date-time) | false | Time when this model was created. | |
| createdBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| id | string | true | The id of the Custom Application | |
| lastActivity | string | false | The type of the last activity. Can be "Added" or "Modified" | |
| name | string | false | The name of the Custom Application | |
| status | string | false | The status of the custom application. | |
| updatedAt | string(date-time) | false | Time when this activity occurred. | |
| updatedBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| userHasAccess | boolean | false | Indicates if a user has access to this Custom Application. |
Enumerated Values¶
| Property | Value |
|---|---|
| lastActivity | [created, Created, CREATED, modified, Modified, MODIFIED] |
UseCaseCustomApplicationsResponse
{
"count": 0,
"data": [
{
"applicationUrl": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": "created",
"name": "string",
"status": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true
}
],
"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 | [UseCaseCustomApplication] | true | maxItems: 100 |
List of custom applications. |
| 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. |
UseCaseDataListResponse
{
"count": 0,
"data": [
{
"columnCount": 0,
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataSourceType": "s3",
"dataType": "static",
"datasetSize": 0,
"description": "string",
"entityId": "string",
"entityType": "recipe",
"featureDiscoveryProjectId": "string",
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"name": "string",
"processingState": "COMPLETED",
"rowCount": 0
}
],
"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 | [UseCaseDataResponse] | true | A list of the datasets in this Use Case | |
| 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. |
UseCaseDataResponse
{
"columnCount": 0,
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataSourceType": "s3",
"dataType": "static",
"datasetSize": 0,
"description": "string",
"entityId": "string",
"entityType": "recipe",
"featureDiscoveryProjectId": "string",
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"name": "string",
"processingState": "COMPLETED",
"rowCount": 0
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| columnCount | integer,null | true | The number of columns in a dataset. null might be returned in case dataset is in running or errored state |
|
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| dataSourceType | string,null | true | The driver class type used to create the dataset if relevant. | |
| dataType | string | true | The type of data entity. | |
| datasetSize | integer,null | true | The size of the dataset as a CSV in bytes. null might be returned in case dataset is in running or errored state |
|
| description | string,null | true | The description of the dataset or recipe. | |
| entityId | string | true | The primary id of the entity. | |
| entityType | string | true | The type of entity provided by the entity id. | |
| featureDiscoveryProjectId | string,null | true | Related feature discovery project if this is a feature discovery dataset. | |
| isWranglingEligible | boolean | true | Whether the source of the dataset can support wrangling. | |
| latestRecipeId | string,null | true | The latest recipe id linked to the dataset. | |
| modifiedAt | string,null(date-time) | true | The timestamp generated at dataset modification. | |
| name | string,null | true | The name of the dataset or recipe. | |
| processingState | string,null | true | Current ingestion process state of dataset. | |
| rowCount | integer,null | true | The number of data rows in the dataset. null might be returned in case dataset is in running or errored state |
Enumerated Values¶
| Property | Value |
|---|---|
| dataSourceType | [s3, native-s3, native-adls, adlsgen2, oracle, iris, exasol, sap, databricks-v1, bigquery-v1, bigquery1, bigquery2, athena2, athena1, kdb, treasuredata, elasticsearch, snowflake, mysq, mssql, postgres, palantirfoundry, teradata, redshift, datasphere-v1, unknown] |
| dataType | [static, Static, STATIC, snapshot, Snapshot, SNAPSHOT, dynamic, Dynamic, DYNAMIC, sqlRecipe, SqlRecipe, SQL_RECIPE, wranglingRecipe, WranglingRecipe, WRANGLING_RECIPE, featureDiscoveryRecipe, FeatureDiscoveryRecipe, FEATURE_DISCOVERY_RECIPE] |
| entityType | [recipe, Recipe, RECIPE, dataset, Dataset, DATASET, project, Project, PROJECT, application, Application, APPLICATION] |
| processingState | [COMPLETED, ERROR, RUNNING] |
UseCaseDatasetResponse
{
"columnCount": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataPersisted": true,
"dataSourceType": "string",
"dataType": "static",
"datasetId": "string",
"datasetSize": 0,
"datasetSourceType": "string",
"description": "string",
"featureDiscoveryProjectId": "string",
"isSnapshot": true,
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"modifiedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"name": "string",
"processingState": "COMPLETED",
"referenceMetadata": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
},
"rowCount": 0,
"versionId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| columnCount | integer,null | true | The number of columns in a dataset. null might be returned in case dataset is in running or errored state |
|
| createdAt | string(date-time) | true | The timestamp generated at dataset creation. | |
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| dataPersisted | boolean | true | If true, user is allowed to view extended data profile (which includes data statistics like min/max/median/mean, histogram, etc.) and download data. If false, download is not allowed and only the data schema (feature names and types) will be available. | |
| dataSourceType | string,null | true | The type of the data source used to create the dataset if relevant. | |
| dataType | string | true | The type of data entity. | |
| datasetId | string | true | The dataset id of the dataset. | |
| datasetSize | integer,null | true | The size of the dataset as a CSV in bytes. null might be returned in case dataset is in running or errored state |
|
| datasetSourceType | string,null | true | The source type of the dataset | |
| description | string,null | true | The description of the dataset. | |
| featureDiscoveryProjectId | string,null | false | Related feature discovery project if this is a feature discovery dataset. | |
| isSnapshot | boolean | true | Whether the dataset is an immutable snapshot of data which has previously been retrieved and saved to DataRobot. | |
| isWranglingEligible | boolean | true | Whether the source of the dataset can support wrangling. | |
| latestRecipeId | string,null | true | The latest recipe id linked to the dataset. | |
| modifiedAt | string(date-time) | true | The timestamp generated at dataset modification. | |
| modifiedBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| name | string | true | The name of the dataset. | |
| processingState | string | true | Current ingestion process state of dataset. | |
| referenceMetadata | ExperimentContainerReferenceDatasetResponse | true | Metadata about the reference of the dataset in the Use Case. | |
| rowCount | integer,null | true | The number of data rows in the dataset. null might be returned in case dataset is in running or errored state |
|
| versionId | string | true | The dataset version id of the latest version of the dataset. |
Enumerated Values¶
| Property | Value |
|---|---|
| dataType | [static, Static, STATIC, snapshot, Snapshot, SNAPSHOT, dynamic, Dynamic, DYNAMIC, sqlRecipe, SqlRecipe, SQL_RECIPE, wranglingRecipe, WranglingRecipe, WRANGLING_RECIPE, featureDiscoveryRecipe, FeatureDiscoveryRecipe, FEATURE_DISCOVERY_RECIPE] |
| processingState | [COMPLETED, ERROR, RUNNING] |
UseCaseDatasetsListResponse
{
"count": 0,
"data": [
{
"columnCount": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"dataPersisted": true,
"dataSourceType": "string",
"dataType": "static",
"datasetId": "string",
"datasetSize": 0,
"datasetSourceType": "string",
"description": "string",
"featureDiscoveryProjectId": "string",
"isSnapshot": true,
"isWranglingEligible": true,
"latestRecipeId": "string",
"modifiedAt": "2019-08-24T14:15:22Z",
"modifiedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"name": "string",
"processingState": "COMPLETED",
"referenceMetadata": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
},
"rowCount": 0,
"versionId": "string"
}
],
"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 | [UseCaseDatasetResponse] | true | A list of the datasets in the Use Case | |
| 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. |
UseCaseEntityVersion
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | Time when this entity was created. | |
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| id | string | true | The id of the entity version. | |
| lastActivity | ExperimentContainerLastActivity | true | Last activity details | |
| name | string | true | The name of the entity version. | |
| registeredModelVersion | integer | true | The version number of the entity version. | |
| updatedAt | string(date-time) | true | Time when the last update occurred. | |
| updatedBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. |
UseCaseLastActivity
{
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
Last activity details
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| timestamp | string(date-time) | true | Time when this activity occurred. | |
| type | string | true | The type of activity. Can be "Added" or "Modified" |
UseCaseListResponse
{
"count": 0,
"data": [
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
],
"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 | [UseCaseResponse] | true | maxItems: 100 |
A list of Use Cases that match the query |
| 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. |
UseCaseListWithShortenedInfoResponse
{
"count": 0,
"data": [
{
"advancedTour": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"formattedDescription": "string",
"id": "string",
"name": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
],
"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 | [UseCaseWithShortenedInfoResponse] | true | maxItems: 100 minItems: 1 |
A list of Use Cases with shortened info that match the query |
| 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. |
UseCaseMemberResponse
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| string,null | true | The email address of the member. | ||
| fullName | string,null | false | The full name of the member. | |
| id | string | true | The id of the member. | |
| isOrganization | boolean,null | false | Whether the member is organization. | |
| userhash | string,null | false | Member's gravatar hash. | |
| username | string,null | false | The username of the member. |
UseCaseModelsForComparisonListResponse
{
"count": 0,
"data": [
{
"autopilotDataSelectionMethod": "duration",
"blenderInputModelNumbers": [
0
],
"blueprintNumber": 0,
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"datasetName": "string",
"featurelistName": "string",
"frozenPct": 0,
"hasCodegen": true,
"hasHoldout": true,
"icons": 0,
"isBlender": true,
"isCustom": true,
"isDatetimePartitioned": true,
"isExternalPredictionModel": true,
"isFrozen": true,
"isMaseBaselineModel": true,
"isReferenceModel": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isStarred": true,
"isTrainedIntoHoldout": true,
"isTrainedIntoValidation": true,
"isTrainedOnGpu": true,
"isTransparent": true,
"isUserModel": true,
"isUsingCrossValidation": true,
"metric": {},
"modelFamily": "AB",
"modelId": "string",
"modelNumber": 0,
"name": "string",
"projectId": "string",
"projectName": "string",
"samplePct": 100,
"supportsMonotonicConstraints": true,
"supportsNewSeries": true,
"targetName": "string",
"targetType": "Binary",
"trainingRowCount": 1
}
],
"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 | [ExperimentContainerModelsForComparisonModelResponse] | true | Models from multiple projects in the Use Case | |
| 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. |
UseCaseProjectOptionsResponse
{
"target": "string",
"targetType": "Binary",
"validationType": "CV",
"weight": "string"
}
Project options currently saved for a project. Can be changed while project is in draft status.
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| target | string,null | false | Name of the target | |
| targetType | string,null | false | The target type of the project. | |
| validationType | string,null | false | The validation type of the partitioning strategy for the project, either CV for cross-validation or TVH for train-validation-holdout split. | |
| weight | string,null | false | Name of the weight (if configured) |
Enumerated Values¶
| Property | Value |
|---|---|
| targetType | [Binary, Regression, Multiclass, minInflated, Multilabel, TextGeneration, GeoPoint, VectorDatabase] |
| validationType | [CV, TVH] |
UseCaseProjectResponse
{
"autopilotDataSelectionMethod": "duration",
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"dataset": "string",
"datasetId": "string",
"hasHoldout": true,
"isDatasetLinkedToUseCase": true,
"isDraft": true,
"isErrored": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isWorkbenchEligible": true,
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metricDetail": [
{
"ascending": true,
"name": "string"
}
],
"models": 0,
"name": "string",
"numberOfBacktests": 0,
"projectId": "string",
"projectOptions": {
"target": "string",
"targetType": "Binary",
"validationType": "CV",
"weight": "string"
},
"stage": "string",
"statusErrorMessage": "string",
"target": "string",
"targetType": "Binary",
"timeAware": true,
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| autopilotDataSelectionMethod | string,null | true | The Data Selection method of the datetime-partitioned project. null if project is not datetime-partitioned. |
|
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at project creation. | |
| createdBy | string,null | false | The id of the user who created. | |
| dataset | string | true | Name of the dataset in the registry used to build the project associated with the project | |
| datasetId | string,null | true | The dataset id of the dataset in the registry. | |
| hasHoldout | boolean | true | Whether the project has holdout. | |
| isDatasetLinkedToUseCase | boolean | true | Indicates whether the dataset that this project was created from is attached to this Use Case. | |
| isDraft | boolean | true | Indicates whether the experiment configuration has been used for modeling and is therefore locked (False) or whether the setup has not been applied , and as a draft, can still be modified and used in training (True). | |
| isErrored | boolean | true | Indicates whether the experiment failed. | |
| isScoringAvailableForModelsTrainedIntoValidationHoldout | boolean | true | Indicates whether validation scores are available. A result of 'N/A' in the UI indicates that a model was trained into validation or holdout and also either does not have stacked predictions or uses extended multiclass. | |
| isWorkbenchEligible | boolean | true | Indicates whether the experiment is Workbench-compatible. | |
| lastActivity | ExperimentContainerLastActivity | true | Last activity details | |
| metricDetail | [MetricDetail] | true | Project metrics | |
| models | integer | true | The number of models in an use case. | |
| name | string | true | The name of the project. | |
| numberOfBacktests | integer | true | minimum: 0 |
The number of backtests of the datetime-partitioned project. 0 if project is not datetime-partitioned. |
| projectId | string | true | The ID of the project. | |
| projectOptions | UseCaseProjectOptionsResponse | true | Project options currently saved for a project. Can be changed while project is in draft status. | |
| stage | string | true | Stage of the experiment. | |
| statusErrorMessage | string | true | Experiment failure explanation. | |
| target | string,null | false | Name of the target | |
| targetType | string,null | false | Type of modeling target | |
| timeAware | boolean | true | Shows if project uses time series | |
| updated | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| updatedAt | string(date-time) | true | The timestamp generated at project modification. | |
| updatedBy | string,null | false | The id of the user who last updated. |
Enumerated Values¶
| Property | Value |
|---|---|
| autopilotDataSelectionMethod | [duration, rowCount] |
| targetType | [Binary, Regression, Multiclass, minInflated, Multilabel, TextGeneration, GeoPoint, VectorDatabase] |
UseCaseProjectsListResponse
{
"count": 0,
"data": [
{
"autopilotDataSelectionMethod": "duration",
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"dataset": "string",
"datasetId": "string",
"hasHoldout": true,
"isDatasetLinkedToUseCase": true,
"isDraft": true,
"isErrored": true,
"isScoringAvailableForModelsTrainedIntoValidationHoldout": true,
"isWorkbenchEligible": true,
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metricDetail": [
{
"ascending": true,
"name": "string"
}
],
"models": 0,
"name": "string",
"numberOfBacktests": 0,
"projectId": "string",
"projectOptions": {
"target": "string",
"targetType": "Binary",
"validationType": "CV",
"weight": "string"
},
"stage": "string",
"statusErrorMessage": "string",
"target": "string",
"targetType": "Binary",
"timeAware": true,
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
}
],
"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 | [UseCaseProjectResponse] | true | A list of the Use Case projects that match the query | |
| 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. |
UseCaseRecentAssetsListResponse
{
"count": 0,
"data": [
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"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 | [UseCaseReferenceRetrieve] | true | maxItems: 100 |
A list of the Use Case references that match the query. |
| 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. |
UseCaseReferenceDatasetMetadata
{
"dataSourceType": "string",
"datasetSize": 0,
"datasetSourceType": "string",
"isSnapshot": true,
"isWranglingEligible": true,
"latestRecipeId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| dataSourceType | string,null | true | The type of the data source used to create the dataset if relevant. | |
| datasetSize | integer,null | true | Size of the dataset in bytes | |
| datasetSourceType | string,null | true | The source type of the dataset | |
| isSnapshot | boolean | true | Whether the dataset is an immutable snapshot of data which has previously been retrieved and saved to DataRobot. | |
| isWranglingEligible | boolean | true | Whether the source of the dataset can support wrangling. | |
| latestRecipeId | string,null | true | Latest recipe ID linked to the dataset |
UseCaseReferenceLink
{
"workflow": "migration"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| workflow | string | true | The workflow that is attaching this entity. Does not affect the operation of the API call. Only used for analytics. |
Enumerated Values¶
| Property | Value |
|---|---|
| workflow | [migration, creation, move, unspecified] |
UseCaseReferenceListResponse
{
"count": 0,
"data": [
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"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 | [UseCaseReferenceRetrieve] | true | A list of the Use Case references that match the query. | |
| 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. |
UseCaseReferenceMultilink
{
"entitiesList": [
{
"entityId": "string",
"entityType": "project",
"includeDataset": true
}
],
"workflow": "migration"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| entitiesList | [UseCaseReferenceMultilinkEntity] | true | maxItems: 100 minItems: 1 |
Entities to link to this Use Case |
| workflow | string | true | The workflow that is attaching this entity. Does not affect the operation of the API call. Only used for analytics. |
Enumerated Values¶
| Property | Value |
|---|---|
| workflow | [migration, creation, move, unspecified] |
UseCaseReferenceMultilinkEntity
{
"entityId": "string",
"entityType": "project",
"includeDataset": true
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| entityId | string | true | The primary id of the entity to link. | |
| entityType | string | true | The type of entity to link. | |
| includeDataset | boolean | false | Include dataset migration when an experiment is migrated |
Enumerated Values¶
| Property | Value |
|---|---|
| entityType | [project, dataset, notebook, application, recipe, customModelVersion, registeredModelVersion, deployment, customApplication, customJob] |
UseCaseReferencePlaygroundMetadata
{
"description": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| description | string | true | Description of the playground |
UseCaseReferenceProjectMetadata
{
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| isDraft | boolean | true | Indicates whether the experiment configuration has been used for modeling and is therefore locked (False) or whether the setup has not been applied , and as a draft, can still be modified and used in training (True). | |
| isErrored | boolean | true | Indicates whether the experiment failed. | |
| isWorkbenchEligible | boolean | true | Indicates whether the experiment is Workbench-compatible. | |
| stage | string | true | Stage of the experiment. | |
| statusErrorMessage | string | true | Experiment failure explanation. |
UseCaseReferenceRecipeMetadata
{
"dataType": "static"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| dataType | string,null | true | The type of the recipe (wrangling or feature discovery) |
Enumerated Values¶
| Property | Value |
|---|---|
| dataType | [static, Static, STATIC, snapshot, Snapshot, SNAPSHOT, dynamic, Dynamic, DYNAMIC, sqlRecipe, SqlRecipe, SQL_RECIPE, wranglingRecipe, WranglingRecipe, WRANGLING_RECIPE, featureDiscoveryRecipe, FeatureDiscoveryRecipe, FEATURE_DISCOVERY_RECIPE] |
UseCaseReferenceRetrieve
{
"createdBy": "string",
"entityId": "string",
"entityType": "string",
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"metadata": {
"isDraft": true,
"isErrored": true,
"isWorkbenchEligible": true,
"stage": "string",
"statusErrorMessage": "string"
},
"name": "string",
"processingState": "COMPLETED",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string",
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdBy | string,null | false | The id of the user who created. | |
| entityId | string | true | The primary id of the entity. | |
| entityType | string | true | The type of entity provided by the entity id. | |
| id | string | true | The ID of the Use Case reference. | |
| lastActivity | UseCaseLastActivity | false | Last activity details | |
| metadata | any | false | Reference metadata for the Use Case |
oneOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | UseCaseReferenceProjectMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | UseCaseReferenceDatasetMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | UseCaseReferenceRecipeMetadata | false | none |
xor
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | UseCaseReferencePlaygroundMetadata | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| name | string | true | The name of the Use Case reference. | |
| processingState | string | false | Current ingestion process state of dataset. | |
| updated | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| updatedAt | string(date-time) | true | The timestamp generated at record creation. | |
| updatedBy | string,null | false | The id of the user who last updated. | |
| useCaseId | string | true | The ID of the linked Use Case. | |
| useCaseName | string,null | false | The name of the linked Use Case. | |
| userHasAccess | boolean,null | false | Identifies if a user has access to the entity. | |
| versions | [UseCaseEntityVersion] | false | maxItems: 100 |
A list of entity versions. |
Enumerated Values¶
| Property | Value |
|---|---|
| processingState | [COMPLETED, ERROR, RUNNING] |
UseCaseRegisteredModel
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | false | Time when this model was created. | |
| createdBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| id | string | true | The id of the Registered Model. | |
| lastActivity | UseCaseRegisteredModelLastActivity | false | Last activity details | |
| name | string | false | The name of the Registered Model. | |
| updatedAt | string(date-time) | false | Time when this activity occurred. | |
| updatedBy | ExperimentContainerUserResponse | false | A users associated with a Use Case. | |
| userHasAccess | boolean | true | Indicates if a user has access to this Registered Model. | |
| versions | [UseCaseRegisteredModelVersion] | false | maxItems: 100 |
List of Registered Model Versions. |
UseCaseRegisteredModelLastActivity
{
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
}
Last activity details
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| timestamp | string(date-time) | true | Time when this activity occurred. | |
| type | string | true | The type of activity. Can be "Added" or "Modified" |
UseCaseRegisteredModelVersion
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | Time when this model was created. | |
| createdBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| id | string | true | The id of the Registered Model Version. | |
| lastActivity | UseCaseRegisteredModelLastActivity | true | Last activity details | |
| name | string | true | The name of the Registered Model Version. | |
| registeredModelVersion | integer | true | The version number of the Registered Model Version. | |
| updatedAt | string(date-time) | true | Time when the last update occurred. | |
| updatedBy | ExperimentContainerUserResponse | true | A users associated with a Use Case. |
UseCaseRegisteredModelsResponse
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"userHasAccess": true,
"versions": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"id": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"registeredModelVersion": 0,
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
}
}
]
}
],
"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 | [UseCaseRegisteredModel] | true | maxItems: 100 |
List of Registered Models. |
| 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. |
UseCaseResponse
{
"advancedTour": "string",
"applicationsCount": 0,
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customApplicationsCount": 0,
"customJobsCount": 0,
"customModelVersionsCount": 0,
"datasetsCount": 0,
"deploymentsCount": 0,
"description": "string",
"formattedDescription": "string",
"id": "string",
"members": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"modelsCount": 0,
"name": "string",
"notebooksCount": 0,
"owners": [
{
"email": "string",
"fullName": "string",
"id": "string",
"isOrganization": true,
"userhash": "string",
"username": "string"
}
],
"primaryRiskAssessment": {
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"evidence": "string",
"id": "string",
"isPrimary": false,
"mitigationPlan": "string",
"name": "string",
"riskLevel": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string"
},
"projectsCount": 0,
"recipesCount": 0,
"registeredModelVersionsCount": 0,
"riskAssessments": [
"string"
],
"role": "OWNER",
"tenantId": "string",
"updated": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTracker": {
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
},
"valueTrackerId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| advancedTour | string,null | false | Advanced tour key. | |
| applicationsCount | integer | true | The number of applications in a Use Case. | |
| created | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| createdAt | string(date-time) | true | The timestamp generated at record creation. | |
| createdBy | string,null | false | The ID of the user who created. | |
| customApplicationsCount | integer | true | The number of custom applications referenced in a Use Case. | |
| customJobsCount | integer | true | The number of custom jobs referenced in a Use Case. | |
| customModelVersionsCount | integer | true | The number of custom models referenced in a Use Case. | |
| datasetsCount | integer | true | The number of datasets in a Use Case. | |
| deploymentsCount | integer | true | The number of deployments referenced in a Use Case. | |
| description | string,null | true | The description of the Use Case. | |
| formattedDescription | string,null | false | The formatted description of the experiment container used as styled description. | |
| id | string | true | The ID of the Use Case. | |
| members | [UseCaseMemberResponse] | true | List of Use Case members | |
| modelsCount | integer | false | [DEPRECATED] The number of models in a Use Case. | |
| name | string | true | The name of the Use Case. | |
| notebooksCount | integer | true | The number of notebooks in a Use Case. | |
| owners | [UseCaseMemberResponse] | false | List of owners of a Use Case | |
| primaryRiskAssessment | RiskAssessmentComplete | false | Risk assessment defined as primary the current Use Case. | |
| projectsCount | integer | true | The number of projects in a Use Case. | |
| recipesCount | integer | true | The number of recipes in a Use Case. | |
| registeredModelVersionsCount | integer | true | The number of registered models referenced in a Use Case. | |
| riskAssessments | [string] | false | maxItems: 100 |
The ID List of the Risk Assessments. |
| role | string | true | The requesting user's role on this Use Case. | |
| tenantId | string,null | true | The ID of the tenant to associate this organization with. | |
| updated | ExperimentContainerUserResponse | true | A users associated with a Use Case. | |
| updatedAt | string(date-time) | true | The timestamp generated when the record was last updated. | |
| updatedBy | string,null | false | The ID of the user who last updated. | |
| valueTracker | ValueTrackerResponse | false | class ValueTracker information | |
| valueTrackerId | string,null | false | The ID of the Value Tracker. |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [OWNER, EDITOR, CONSUMER] |
UseCaseUpdate
{
"description": "string",
"name": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| description | string,null | false | The description of the Use Case. | |
| name | string,null | false | maxLength: 100 |
The name of the Use Case. |
UseCaseVectorDatabaseRelatedCustomModel
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"name": "string",
"role": "ADMIN",
"versionMajor": 0,
"versionMinor": 0
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | Time that this custom model version was created | |
| createdBy | string | true | Username of the user who created this custom model version | |
| customModelId | string | true | Id of this custom model | |
| customModelVersionId | string | true | Id of this version of this custom model | |
| name | string | true | Name of the custom model created from this vector database | |
| role | string,null | true | The role that the requesting user has on this custom model version | |
| versionMajor | integer | true | The major version number of this custom model version | |
| versionMinor | integer | true | The minor version number of this custom model version |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [ADMIN, CONSUMER, DATA_SCIENTIST, EDITOR, OBSERVER, OWNER, READ_ONLY, READ_WRITE, USER] |
UseCaseVectorDatabaseRelatedCustomModelList
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"name": "string",
"role": "ADMIN",
"versionMajor": 0,
"versionMinor": 0
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | false | Number of items returned on this page. | |
| data | [UseCaseVectorDatabaseRelatedCustomModel] | true | maxItems: 100 |
List of custom model versions created from this vector database. |
| 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). |
UseCaseVectorDatabaseRelatedDeployment
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"id": "string",
"name": "string",
"registeredModelId": "string",
"registeredModelVersionId": "string",
"role": "ADMIN"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | Time that this deployment was created | |
| createdBy | string | true | Username of the user who created this deployment | |
| customModelId | string,null | false | ID of the custom model currently deployed to this deployment | |
| customModelVersionId | string,null | false | ID of the custom model version currently deployed to this deployment | |
| id | string | true | Id of the deployment with this vector database deployed | |
| name | string | true | Name of the deployment with this vector database deployed | |
| registeredModelId | string,null | false | ID of the registered model currently deployed to this deployment | |
| registeredModelVersionId | string,null | false | ID of the registered model version currently deployed to this deployment | |
| role | string,null | true | The role that the requesting user has on this deployment |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [ADMIN, CONSUMER, DATA_SCIENTIST, EDITOR, OBSERVER, OWNER, READ_ONLY, READ_WRITE, USER] |
UseCaseVectorDatabaseRelatedDeploymentList
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"customModelId": "string",
"customModelVersionId": "string",
"id": "string",
"name": "string",
"registeredModelId": "string",
"registeredModelVersionId": "string",
"role": "ADMIN"
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | false | Number of items returned on this page. | |
| data | [UseCaseVectorDatabaseRelatedDeployment] | true | maxItems: 100 |
List of deployments that this vector database is currently deployed on. |
| 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). |
UseCaseVectorDatabaseRelatedRegisteredModel
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"registeredModelId": "string",
"registeredModelName": "string",
"registeredModelVersionId": "string",
"registeredModelVersionName": "string",
"role": "ADMIN",
"version": 0
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| createdAt | string(date-time) | true | Time that this registered model version was created | |
| createdBy | string | true | Username of the user who created this registered model version | |
| registeredModelId | string | true | Id of this registered model | |
| registeredModelName | string | true | Name of the registered model created from this vector database | |
| registeredModelVersionId | string | true | Id of this version of this registered model | |
| registeredModelVersionName | string | true | Name of the registered model version created from this vector database | |
| role | string,null | true | The role that the requesting user has on this registered model version | |
| version | integer | true | The version number of this registered model version |
Enumerated Values¶
| Property | Value |
|---|---|
| role | [ADMIN, CONSUMER, DATA_SCIENTIST, EDITOR, OBSERVER, OWNER, READ_ONLY, READ_WRITE, USER] |
UseCaseVectorDatabaseRelatedRegisteredModelList
{
"count": 0,
"data": [
{
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"registeredModelId": "string",
"registeredModelName": "string",
"registeredModelVersionId": "string",
"registeredModelVersionName": "string",
"role": "ADMIN",
"version": 0
}
],
"next": "http://example.com",
"previous": "http://example.com"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| count | integer | false | Number of items returned on this page. | |
| data | [UseCaseVectorDatabaseRelatedRegisteredModel] | true | maxItems: 100 |
List of registered model versions created from this vector database. |
| 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). |
UseCaseWithShortenedInfoResponse
{
"advancedTour": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"description": "string",
"formattedDescription": "string",
"id": "string",
"name": "string",
"tenantId": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"valueTrackerId": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| advancedTour | string,null | false | Advanced tour key. | |
| createdAt | string(date-time) | true | The timestamp generated at record creation. | |
| createdBy | string,null | false | The ID of the user who created the Use Case. | |
| description | string,null | true | The description of the Use Case. | |
| formattedDescription | string,null | true | The formatted description of the experiment container used as styled description. | |
| id | string | true | The ID of the Use Case. | |
| name | string | true | The name of the Use Case. | |
| tenantId | string,null | true | The ID of the tenant to associate this organization with. | |
| updatedAt | string(date-time) | true | The timestamp generated when the record was last updated. | |
| updatedBy | string,null | false | The ID of the user who last updated the Use Case. | |
| valueTrackerId | string,null | false | The ID of the Value Tracker. |
UseCasesApplicationsListResponse
{
"count": 0,
"data": [
{
"applicationId": "string",
"applicationTemplateType": "string",
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"description": "string",
"lastActivity": {
"timestamp": "2019-08-24T14:15:22Z",
"type": "string"
},
"name": "string",
"projectId": "string",
"source": "string",
"updatedAt": "2019-08-24T14:15:22Z"
}
],
"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 | [ExperimentContainerApplicationResponse] | true | A list of the applications in this Use Case | |
| 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. |
UseCasesNotebooksListResponse
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "notebook",
"experimentContainerId": "string",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string",
"useCaseId": "string",
"useCaseName": "string"
}
],
"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 | [ExperimentContainerNotebookResponse] | true | maxItems: 100 |
A list of the notebooks in this Use Case |
| 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. |
UseCasesPlaygroundsListResponse
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "playground",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
],
"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 | [ExperimentContainerPlaygroundResponse] | true | A list of the playgrounds in this Use Case | |
| 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. |
UseCasesProjectMigrationParam
{
"includeDataset": true
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| includeDataset | boolean | false | Include dataset migration when project is migrated. |
UseCasesVectorDatabasesListResponse
{
"count": 0,
"data": [
{
"created": {
"email": "string",
"fullName": "string",
"id": "string",
"userhash": "string",
"username": "string"
},
"createdAt": "2019-08-24T14:15:22Z",
"createdBy": "string",
"entityId": "string",
"entityType": "vector_database",
"id": "string",
"isDeleted": true,
"referenceId": "string",
"tenantId": "string",
"updatedBy": "string"
}
],
"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 | [ExperimentContainerVectorDatabaseResponse] | true | A list of the vector databases in this Use Case | |
| 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. |
ValueTrackerDrUserId
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
DataRobot user information
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| firstName | string,null | false | First name of class ValueTracker owner | |
| id | string | true | The DR user ID | |
| lastName | string,null | false | Last of class ValueTracker owner | |
| username | string | false | Username of class ValueTracker owner |
ValueTrackerHealthInformation
{
"endDate": "2019-08-24T14:15:22Z",
"message": "string",
"startDate": "2019-08-24T14:15:22Z",
"status": "string"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| endDate | string,null(date-time) | true | The end date for this health status | |
| message | string,null | true | Information about the health status | |
| startDate | string,null(date-time) | true | The start date for this health status | |
| status | string,null | true | The status of the class ValueTracker |
ValueTrackerMonetaryValue
{
"currency": "BRL",
"details": "string",
"value": 0
}
Optional, Contains MonetaryValue objects
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| currency | string | true | ISO code of currency | |
| details | string,null | false | Optional user notes | |
| value | number | true | Amount of value |
Enumerated Values¶
| Property | Value |
|---|---|
| currency | [BRL, EUR, GBP, JPY, KRW, UAH, USD] |
ValueTrackerResponse
{
"accuracyHealth": "string",
"businessImpact": 1,
"commentId": "string",
"content": "string",
"description": "string",
"feasibility": 1,
"id": "string",
"inProductionWarning": "string",
"mentions": [
{
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
}
],
"modelHealth": "string",
"name": "string",
"notes": "string",
"owner": {
"firstName": "string",
"id": "string",
"lastName": "string",
"username": "string"
},
"permissions": [
"string"
],
"potentialValue": {
"currency": "BRL",
"details": "string",
"value": 0
},
"potentialValueTemplate": {
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
},
"predictionTargets": [
"string"
],
"predictionsCount": "string",
"realizedValue": "string",
"serviceHealth": "string",
"stage": "ideation",
"targetDates": [
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
]
}
class ValueTracker information
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| accuracyHealth | any | false | The health of the accuracy |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerHealthInformation | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| businessImpact | integer,null | false | maximum: 5 minimum: 1 |
Expected effects on overall business operations |
| commentId | string | false | The id for this comment | |
| content | string | false | A string | |
| description | string,null | false | class ValueTracker description | |
| feasibility | integer,null | false | maximum: 5 minimum: 1 |
Assessment of how the class ValueTracker can be accomplished across multiple dimensions |
| id | string | false | The id of the class ValueTracker | |
| inProductionWarning | string,null | false | An optional warning to indicate that deployments are attached to this class ValueTracker. | |
| mentions | [ValueTrackerDrUserId] | false | A list of user objects | |
| modelHealth | any | false | The health of the model |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerHealthInformation | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| name | string | false | Name of the class ValueTracker | |
| notes | string,null | false | User notes | |
| owner | ValueTrackerDrUserId | false | DataRobot user information | |
| permissions | [string] | false | Permissions of current user | |
| potentialValue | ValueTrackerMonetaryValue | false | Optional, Contains MonetaryValue objects | |
| potentialValueTemplate | any | false | Optional, Contains Template type and parameter information |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerValueTemplateClassification | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerValueTemplateRegression | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| predictionTargets | [string] | false | An array of strings prediction target names | |
| predictionsCount | any | false | Count of the number of predictions made. |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | integer | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | [integer] | false | A list of prediction counts. |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| realizedValue | any | false | Optional, Contains MonetaryValue objects |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerMonetaryValue | false | Optional, Contains MonetaryValue objects |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| serviceHealth | any | false | The health of the service |
anyOf
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | string | false | none |
or
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| » anonymous | ValueTrackerHealthInformation | false | none |
continued
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| stage | string | false | Current stage of class ValueTracker | |
| targetDates | [ValueTrackerTargetDate] | false | Array of TargetDate objects |
Enumerated Values¶
| Property | Value |
|---|---|
| stage | [ideation, queued, dataPrepAndModeling, validatingAndDeploying, inProduction, retired, onHold] |
ValueTrackerTargetDate
{
"date": "2019-08-24T14:15:22Z",
"stage": "ideation"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| date | string(date-time) | true | Date of the target | |
| stage | string | true | Name of the target stage |
Enumerated Values¶
| Property | Value |
|---|---|
| stage | [ideation, queued, dataPrepAndModeling, validatingAndDeploying, inProduction, retired, onHold] |
ValueTrackerValueTemplateClassification
{
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
},
"templateType": "classification"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| data | ValueTrackerValueTemplateClassificationData | true | class ValueTracker value data | |
| templateType | string | true | class ValueTracker value template type |
Enumerated Values¶
| Property | Value |
|---|---|
| templateType | classification |
ValueTrackerValueTemplateClassificationData
{
"accuracyImprovement": 0,
"decisionsCount": 0,
"incorrectDecisionCost": 0,
"incorrectDecisionsCount": 0
}
class ValueTracker value data
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| accuracyImprovement | number | true | Accuracy improvement | |
| decisionsCount | integer | true | Estimated number of decisions per year | |
| incorrectDecisionCost | number | true | Estimated cost of an individual incorrect decision | |
| incorrectDecisionsCount | integer | true | Estimated number of incorrect decisions per year |
ValueTrackerValueTemplateRegression
{
"data": {
"accuracyImprovement": 0,
"decisionsCount": 0,
"targetValue": 0
},
"templateType": "regression"
}
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| data | ValueTrackerValueTemplateRegressionData | true | class ValueTracker value data | |
| templateType | string | true | class ValueTracker value template type |
Enumerated Values¶
| Property | Value |
|---|---|
| templateType | regression |
ValueTrackerValueTemplateRegressionData
{
"accuracyImprovement": 0,
"decisionsCount": 0,
"targetValue": 0
}
class ValueTracker value data
Properties¶
| Name | Type | Required | Restrictions | Description |
|---|---|---|---|---|
| accuracyImprovement | number | true | Accuracy improvement | |
| decisionsCount | integer | true | Estimated number of decisions per year | |
| targetValue | number | true | Target value |
更新しました 2025年4月15日
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