Analytics¶
This page outlines the operations, endpoints, parameters, and example requests and responses for the Analytics.
GET /api/v2/eventLogs/¶
Retrieve one page of audit log records.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/eventLogs/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
projectId | query | string | false | The project to select log records for. |
userId | query | string | false | The user to select log records for. |
orgId | query | string | false | The organization to select log records for. |
event | query | string | false | The event type of records. |
minTimestamp | query | string(date-time) | false | The lower bound for timestamps. E.g. '2016-12-13T11:12:13.141516Z'. |
maxTimestamp | query | string(date-time) | false | The upper bound for timestamps. E.g. '2016-12-13T11:12:13.141516Z'. |
offset | query | integer | false | This many results will be skipped. Defaults to 0. |
order | query | string | false | The order of the results. Defaults to descending. |
includeIdentifyingFields | query | string | false | Indicates if identifying information like user names, project names, etc. should be included or not. Defaults to True. |
auditReportType | query | string | false | Indicates which type of event to return - must be one of APP_USAGE for application related events (i.e. Project Created, Dataset Uploaded, etc.) or ADMIN_USAGE for admin related events (i.e. Reset API Token for User, Organization Created, etc.). If not provided, all events will be returned by default. |
Enumerated Values¶
Parameter | Value |
---|---|
event | [ADLS OAuth Failed , ADLS OAuth Token Obtained , ADLS OAuth Token Renewal Succeeded , ADLS OAuth User Login Started , ADLS OAuth User Login Succeeded , API Key Created , API Key Deleted , API Key Updated , Abort Autopilot , Access granted to a resource for a subject entity , Access granted to a resource referenced by an experiment container , Access request created , Access revoked to a resource for a subject entity , Access revoked to a resource referenced by an experiment container , Activate account , Activated On First Login , Actuals Uploaded , Add Model , Add New Dataset For Predictions , Add SAML configuration , Advanced Tuning Requested , App Config Changed , App Template Cloned , Approval Workflow Policy Action , Approval Workflow Policy Created , Approval Workflow Policy Deleted , Approval Workflow Policy Updated , Approve account , Association ID Set , Automated Application Access Revoked from the Group , Automated Application Access Revoked from the Organization , Automated Application Access Revoked from the User , Automated Application Created , Automated Application Deleted , Automated Application Domain Prefix Changed , Automated Application Duplicated , Automated Application Shared , Automated Application Shared with Group , Automated Application Shared with Organization , Automated Application Upgraded , Automated Demo Application Created , Automated Document Created , Automated Document Deleted , Automated Document Downloaded , Automated Document Previewed , Automated Document Requested , Automatic Time Series Task Plan Requested , Available Forecast Points Computation Job Started , Base Image Built , Batch Monitoring Disabled , Batch Monitoring Enabled , Batch Prediction Created from Dataset , Batch prediction job aborted , Batch prediction job completed , Batch prediction job created , Batch prediction job failed , Batch prediction job started , Bias And Fairness Cross Class Calculated , Bias And Fairness Insights Calculated , Bias And Fairness Per Class Calculated , Bias and Fairness monitoring settings updated. , Bias and Fairness protected features specified. , Blending Models Limit Exceeded , Branded Theme Created , Branded Theme Deleted , Branded Theme Updated , Bulk Datasets Deleted , Bulk Datasets Tags Appended , CCM Balancer Terminated , CCM CLUSTER Reprovisioned , CCM Cluster Created , CCM Cluster Terminated , CCM Resource Group Created , Calculation of prediction intervals is requested , Challenger Insight Generation Started , Challenger Model Created , Challenger Model Deleted , Challenger Model Promoted , Challenger Models Disabled , Challenger Models Enabled , Change Request Cancelled , Change Request Created , Change Request Reopened , Change Request Resolved , Change Request Review Added , Change Request Updated , Change password , Child Entity Associated With Workspace In AI Catalog , Child Entity Disassociated From Workspace In AI Catalog , Clustering Cluster Names Updated , Code Snippet Created , Codespace Created , Codespace Deleted , Codespace Metadata Edited , Codespace Session Started , Codespace Session Stopped , Comment Created , Comment Deleted , Comment Updated , Completed Feature Discovery Secondary Datasets , Completed Feature Discovery for Primary Dataset , Compliance Doc Deleted , Compliance Doc Downloaded , Compliance Doc Generated , Compliance Doc Previewed , Compute Cluster Added , Compute Cluster Deleted , Compute Cluster Updated , Compute External Insights , Compute Reason Codes , Create account , Created dataset from Data Engine workspace , Created dataset version from Data Engine workspace , Credential Created , Credential Deleted , Credential Updated , Credential Values Retrieved Based On OAuth Configuration ID , Custom Application Access Revoked from the Group , Custom Application Access Revoked from the Organization , Custom Application Access Revoked from the User , Custom Application Created , Custom Application Deleted , Custom Application Failed to Start , Custom Application Published , Custom Application Renamed , Custom Application Shared with Group , Custom Application Shared with Organization , Custom Application Shared with User , Custom Application Source Access Revoked from the Group , Custom Application Source Access Revoked from the Organization , Custom Application Source Access Revoked from the User , Custom Application Source Shared with Group , Custom Application Source Shared with Organization , Custom Application Source Shared with User , Custom Application Started , Custom Application Stopped , Custom Application Visited , Custom Application Visited by Guest , Custom Job Run Executed , Custom Metric Bulk Upload Succeeded , Custom Metric Creation Succeeded , Custom Metric Dataset Upload Succeeded , Custom Metric JSON Upload Succeeded , Custom Model Conversion Failed , Custom Model Conversion Files Uploaded , Custom Model Conversion Succeeded , Custom RBAC Access Role Created , Custom RBAC Access Role Deleted , Custom RBAC Access Role Updated , Custom Registered Model Created , Custom Registered Model Version Added , Custom Task Deploy , Custom Task Fit , Custom inference model added , Custom inference model assign training data request received , Custom inference model updated , Custom inference model version assign training data request received , Custom inference model version created from remote repository content , Custom model item added , Custom task added , Custom task updated , Custom task version added , Data Connection Created , Data Connection Deleted , Data Connection Tested , Data Connection Updated , Data Matching ANN Index Profile Built , Data Matching Query Requested , Data Sample Queried For Wrangling , Data Sampled for Chunk Definition , Data Source is created , Data Sources Permadelete Executed , Data Sources Permadelete Failed , Data Sources Permadelete Submitted , Data Store Config Request Submitted , Data Stores Permadelete Executed , Data Stores Permadelete Failed , Data Stores Permadelete Submitted , Data engine query generator created , Data engine query generator deleted , Data engine workspace created , Data engine workspace deleted , Data engine workspace state previewed , Data engine workspace updated , Dataset Categories Modified , Dataset Column Aliases Modified , Dataset Created , Dataset Deleted , Dataset Description Modified , Dataset Download , Dataset Materialized , Dataset Name Modified , Dataset Reloaded , Dataset Shared , Dataset Sharing Removed , Dataset Tags Modified , Dataset Undeleted , Dataset Upload , Dataset Upload is Completed , Dataset Version Deleted , Dataset Version Undeleted , Dataset featurelist created , Dataset featurelist deleted , Dataset featurelist updated , Dataset for predictions with actual value column processed , Dataset refresh job created , Dataset refresh job deleted , Dataset refresh job updated , Dataset relationship created , Dataset relationship updated , Dataset transform created , Datasets Permadelete Executed , Datasets Permadelete Failed , Datasets Permadelete Submitted , Deactivate Account , Decision Flow Created , Decision Flow Model Package Created , Decision Flow Test Downloaded , Decision Flow Version Created , Decision Flow Version Deleted , Default value for Do-Not-Derive is changed , Delete SAML configuration , Deny account , Deploy Model To Hadoop , Deployment Activated , Deployment Actuals Export Created , Deployment Added , Deployment Deactivated , Deployment Deleted , Deployment Humility Rule Added , Deployment Humility Rule Deleted , Deployment Humility Rule Submitted , Deployment Humility Rule Updated , Deployment Humility Setting Updated , Deployment Monitoring Batch Created , Deployment Monitoring Timeliness Setting Changed , Deployment Permanently Erased , Deployment Predictions Data Permanently Erased , Deployment Processing Limit Interval Changed , Deployment Statistics Reset , Deployment prediction export created , Deployment prediction warning setting updated , Deployment training data export created , Detected Data Quality: Disguised Missing Values , Detected Data Quality: Excess Zero , Detected Data Quality: Imputation Leakage , Detected Data Quality: Inconsistent Gaps , Detected Data Quality: Inliers , Detected Data Quality: Lagged Features , Detected Data Quality: Leading or Trailing Series , Detected Data Quality: Missing Documents , Detected Data Quality: Missing Images , Detected Data Quality: Multicategorical Invalid Format , Detected Data Quality: New Series in Recent Data , Detected Data Quality: Outliers , Detected Data Quality: Quantile Target Sparsity , Detected Data Quality: Quantile Target Zero Inflation , Detected Data Quality: Target Leakage , Detected Data Quality: Target had infrequent negative values , Do-Not-Derive is used , Documentation Request , Download All Charts , Download Chart , Download Codegen , Download Codegen From Deployment , Download Deployment Chart , Download Model , Download Model Package , Download Model Package From Deployment , Download Predictions , Empty Catalog Item Created , Empty Cluster Status Created , Entitlement Definition Created , Entitlement Definition Deleted , Entitlement Definition Updated , Entitlement Set Created , Entitlement Set Deleted , Entitlement Set Updated , Entitlement Set Updated Entitlements , Entity Notification Channel Created , Entity Notification Channel Deleted , Entity Notification Channel Updated , Entity Notification Policy Created , Entity Notification Policy Deleted , Entity Notification Policy Updated , Entity notification channel created , Ephemeral Session Started , Ephemeral Session Stopped , Experiment Container Created , Experiment Container Dataset Registered , Experiment Container Dataset Unregistered , Experiment Container Deleted , Experiment Container Entity Linked , Experiment Container Entity Migrated , Experiment Container Entity Moved , Experiment Container Entity Unlinked , Experiment Container Reference To Catalog Dataset Removed , Experiment Container Reference To Catalog Dataset Version Removed , Experiment Container Updated , External Predictions Configured , External Registered Model Created , External Registered Model Version Added , FEAR Predict Job Started , FaaS Function Created , FaaS Function Deleted , FaaS Function Perma Deleted , FaaS Function Updated , Failed Decision Flow Test , Feature Discovery Relationship Quality Assessment Inputs Metrics , Feature Discovery Relationship Quality Assessment Warnings Metrics , Feature Drift Settings Changed , Feature Over Geo Computed , Finish Autopilot , First Login After DR Account Migration , GenAI Chat Created , GenAI Chat Deleted , GenAI Chat Prompt Created , GenAI Chat Prompt Deleted , GenAI Chat Prompt Updated , GenAI Chat Updated , GenAI Comparison Chat Created , GenAI Comparison Chat Deleted , GenAI Comparison Chat Updated , GenAI Comparison Prompt Created , GenAI Comparison Prompt Deleted , GenAI Comparison Prompt Updated , GenAI Cost Metric Configuration Created , GenAI Cost Metric Configuration Deleted , GenAI Cost Metric Configuration Updated , GenAI Evaluation Dataset Configuration Created , GenAI Evaluation Dataset Configuration Deleted , GenAI Evaluation Dataset Configuration Updated , GenAI Insights Upserted , GenAI LLM Blueprint Created , GenAI LLM Blueprint Created from Chat Prompt , GenAI LLM Blueprint Created from LLM Blueprint , GenAI LLM Blueprint Deleted , GenAI LLM Blueprint Sent to Model Workshop , GenAI LLM Blueprint Updated , GenAI LLM Test Configuration Created , GenAI LLM Test Configuration Deleted , GenAI LLM Test Configuration Updated , GenAI LLM Test Result Created , GenAI LLM Test Result Deleted , GenAI LLM Test Result Updated , GenAI LLM Test Suite Created , GenAI LLM Test Suite Deleted , GenAI LLM Test Suite Updated , GenAI Playground Created , GenAI Playground Deleted , GenAI Playground Updated , GenAI Vector Database Created , GenAI Vector Database Deleted , GenAI Vector Database Exported , GenAI Vector Database Updated , General Feedback Submitted , Generic Custom Job Created , Generic Custom Job Manual Run Created , Generic Custom Job Scheduled Run Created , Geometry Over Geo Computed , Geospatial Feature Transform Created , Geospatial Primary Location Column Selected , Global SAML Configuration Added , Global SAML Configuration Deleted , Global SAML Configuration Updated , Group Members Updated , Group created , Group deleted , Group updated , Hosted Custom Metric Custom Job Created , Hosted Custom Metric Deployment Connection Created , Interaction Feature Created , Interaction Feature Deployment Created , Invitation Accepted , Invitation sent , Job definition created , Job definition updated , Login Fail , Login Succeeded Via Global SAML SSO , Login Success Via SAML SSO , Login Successful , Logout , MLOPS Integrations Deployment Launched , MLOPS Integrations Deployment Model Replaced , MLOPS Integrations Deployment Stopped , MLOPS Integrations Prediction Environment Created , MLOPS Integrations Prediction Environment Deleted , MLOps Installer Download Request Received , Managed Image Built , Model Deployment Shared , Model Insights Deleted , Model Insights Job Submitted , Models Starred , Multi-Factor Auth Disable , Multi-Factor Auth Enable , Multilabel Labelwise ROC With Missing TPR Or FPR Requested , Native Registered Model Created , Native Registered Model Version Added , Network Policy Created , Network Policy Deleted , Network Policy Updated , No predictors are left because of Do-Not-Derive , Non Existent Value Tracker Attachment Removed , Notebook Conversion to Codespace Complete , Notebook Conversion to Codespace Initiated , Notebook Created , Notebook Deleted , Notebook Environment Variable Deleted , Notebook Environment Variable Edited , Notebook Environment Variables Created , Notebook Environment Variables Deleted , Notebook Metadata Edited , Notebook Revision Created , Notebook Revision Deleted , Notebook Revision Restored , Notebook Schedule Created , Notebook Schedule Deleted , Notebook Schedule Disabled , Notebook Schedule Enabled , Notebook Schedule Launched , Notebook Session Ports Created , Notebook Session Ports Deleted , Notebook Session Ports Updated , Notebook Session Started , Notebook Session Stopped , Notification Channel Deleted , Notification Channel Template Created , Notification Channel Template Deleted , Notification Channel Template Updated , Notification Custom Job Created , Notification Policy Created , Notification Policy Created From Template , Notification Policy Deleted , Notification Policy Template Created , Notification Policy Template Deleted , Notification Policy Template Updated , Notification Policy Updated , Notification channel created , Notification channel deleted , Notification channel updated , Notification policy created , Notification policy deleted , Notification policy updated , Number of bias mitigation jobs on Autopilot stage. , OCR Job Resource Created , OCR Job Resource Started , OIDC Configuration Created , OIDC Configuration Deleted , OIDC Configuration Updated , Online Conformal PI Calculation Requested , Organization Perma-Deletion Completed , Organization Perma-Deletion Failed , Organization Perma-Deletion Marked , Organization Perma-Deletion Requested , Organization Perma-Deletion Started , Organization Perma-Deletion Unmarked , Organization created , Organization deleted , Organization updated , Organizations Perma-Deletion Requested , PPS Docker Image Download Request Received , Period accuracy file validation failed , Period accuracy file validation successful , Period accuracy insight computed , Pipeline downsampling build and run started. , Pipeline downsampling run failed to start. , Predictions by Forecast Date Settings Updated , Prime Downloaded , Prime Run , Project Access Revoked from the Group , Project Access Revoked from the Organization , Project Access Revoked from the User , Project Autopilot Configured , Project Cloned , Project Created , Project Created from Dataset , Project Created from Project Export File , Project Created from Wrangled Dataset , Project Deleted , Project Description Updated , Project Exported as Project Export File , Project Options Retrieved , Project Options Updated , Project Permadelete Executed , Project Permadelete Failed , Project Permadelete Submitted , Project Renamed , Project Restored , Project Shared , Project Shared with Group , Project Shared with Organization , Project Target Selected , Published Recipe Data Uploaded , Rate limit user group changed , Recipe Access Revoked from Group , Recipe Access Revoked from Organization , Recipe Access Revoked from User , Recipe Created , Recipe Deleted , Recipe Operations Added , Recipe Published , Recipe Shared , Recipe Shared with Group , Recipe Shared with Organization , Recipe metadata updated , Registered Model Shared , Registered Model Updated , Registered Model Version Stage Transitioned , Registered Model Version Updated , Remote Repository Registered , Replaced Model , Request External Insights , Request External Insights - All Datasets , Request Model Insights , Restart Autopilot , Restore Reduced Features , Retraining Custom Job Created , Retraining Policy Cancelled , Retraining Policy Created , Retraining Policy Deleted , Retraining Policy Failed , Retraining Policy Started , Retraining Policy Succeeded , RuleFit Code Downloaded , SHAP Impact Computed , SHAP Matrix Computed , SHAP Predictions Explanations Computed , SHAP Predictions Explanations Preview Computed , SHAP Training Predictions Explanations Computed , Secure Configuration Created , Secure Configuration Deleted , Secure Configuration Shared , Secure Configuration Sharing Removed , Secure Configuration Values Updated , Segment Analysis Enabled , Segment Attributes Specified , Select Model Metric , ServiceUser Created , ServiceUser Deleted , ServiceUser Impersonated Token Requested , ServiceUser Token Requested , ServiceUser Updated , Start Autopilot , Successful Decision Flow Test , Successful Login using OIDC flow , Successful Login using OIDC token exchange , Successful Login via Google Idp , Target is set as Do-Not-Derive , Tenant Created , Tenant Encryption Key generated and managed by DataRobot KMS , Tenant Encryption Key rotated , Tenant Encryption Key scheduled for deletion , Tenant Encryption Key was set for the tenant , Tenant Perma-Deletion Completed , Tenant Perma-Deletion Failed , Tenant Perma-Deletion Requested , Tenant Perma-Deletion Started , Tenant Updated , Text prediction explanations computed , Train Model , Unsupervised Mode Started , Update SAML configuration , Update account , User Agreement Accepted , User Agreement Declined , User Append Columns Download With Predictions , User Blueprint Added To Repository , User Blueprint Created , User Blueprint Deleted , User Blueprint Deleted In Bulk , User Blueprint Description Modified , User Blueprint Name Modified , User Blueprint Retrieved , User Blueprint Tags Modified , User Blueprint Tasks Retrieved , User Blueprint Updated , User Blueprint Validated , User Blueprints Listed , User Provisioned From JWT , Users Perma-Deletion Canceled , Users Perma-Deletion Canceling , Users Perma-Deletion Completed , Users Perma-Deletion Failed , Users Perma-Deletion Preview Building Canceled , Users Perma-Deletion Preview Building Canceling , Users Perma-Deletion Preview Building Completed , Users Perma-Deletion Preview Building Failed , Users Perma-Deletion Preview Building Started , Users Perma-Deletion Preview Building Submitted , Users Perma-Deletion Started , Users Perma-Deletion Submitted , Value Tracker Attachment Added , Value Tracker Attachment Removed , Value Tracker Created , Value Tracker Stage Changed , Value Tracker Updated , Workspace Description Modified , Workspace Marked As Deleted In AI Catalog , Workspace Modified , Workspace Name Modified , Workspace Registered In AI Catalog , Workspace Scheduled Batch Run Failed , Workspace Scheduled Batch Run Started , Workspace Scheduled Batch Run Succeeded , Workspace Tags Modified , Workspace scheduled batch processing job created , Workspace scheduled batch processing job deleted , Workspace scheduled batch processing job updated , aiAPI Portal Login ] |
order | [asc , desc ] |
includeIdentifyingFields | [false , False , true , True ] |
auditReportType | [APP_USAGE , ADMIN_USAGE ] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"context": {
"orgId": "string",
"orgName": "string",
"projectName": "string",
"projectType": "string",
"userProjectRole": "string"
},
"event": "string",
"id": "string",
"ip": "string",
"projectId": "string",
"timestamp": "2019-08-24T14:15:22Z",
"userId": "string",
"username": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | A list of audit log records. | AuditLogsRetrieveResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/eventLogs/events/¶
Retrieve all the available events. DEPRECATED API.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/eventLogs/events/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Example responses¶
200 Response
{
"count": 0,
"data": [
"string"
]
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | A list of events. | AuditLogsEventListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/eventLogs/predictionUsage/¶
Retrieve prediction usage data. CAN_ACCESS_USER_ACTIVITY
permission is required.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/eventLogs/predictionUsage/?minTimestamp=2019-08-24T14%3A15%3A22Z&maxTimestamp=2019-08-24T14%3A15%3A22Z \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
projectId | query | string | false | The project to retrieve prediction usage for. |
userId | query | string | false | The user to retrieve prediction usage for. |
minTimestamp | query | string(date-time) | true | The lower bound for timestamps. E.g. '2016-12-13T11:12:13.141516Z'. |
maxTimestamp | query | string(date-time) | true | The upper bound for timestamps. Time range should not exceed 24 hours. E.g. '2016-12-13T11:12:13.141516Z'. |
order | query | string | false | The order of prediction usage rows sorted by timestamp . Defaults to descending. |
offset | query | integer | false | This many results will be skipped. Defaults to 0. |
includeIdentifyingFields | query | string | false | Indicates if identifying information like user names, project names, etc should be included or not. Defaults to True. |
Enumerated Values¶
Parameter | Value |
---|---|
order | [asc , desc ] |
includeIdentifyingFields | [false , False , true , True ] |
Example responses¶
200 Response
{
"count": 0,
"data": [
{
"avgExecutionTime": 0,
"blenderModelTypes": "string",
"datasetId": "string",
"deploymentId": "string",
"deploymentType": "string",
"groupId": "string",
"groupName": "string",
"modelId": "string",
"modelType": "string",
"orgId": "string",
"orgName": "string",
"predictionExplanations": true,
"predictionMethod": "string",
"predictionRowCountPerMinute": [
0
],
"predictionRowsCount": 0,
"projectId": "string",
"projectType": "string",
"pythonVersion": "string",
"recommendedModel": true,
"requestCountPerMinute": [
0
],
"requestsCount": 0,
"serverErrorCount": 0,
"timestamp": "2019-08-24T14:15:22Z",
"userErrorCount": 0,
"userId": "string",
"userProjectRole": "string",
"username": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | A list of prediction events. | PredictionUsageRetrieveResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/eventLogs/{recordId}/¶
Get audit record by ID.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/eventLogs/{recordId}/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
includeIdentifyingFields | query | string | false | Indicates if identifying information like user names, project names, etc should be included or not. Defaults to True. |
recordId | path | string | true | The id of the audit log. |
Enumerated Values¶
Parameter | Value |
---|---|
includeIdentifyingFields | [false , False , true , True ] |
Example responses¶
200 Response
{
"context": {
"orgId": "string",
"orgName": "string",
"projectName": "string",
"projectType": "string",
"userProjectRole": "string"
},
"event": "string",
"id": "string",
"ip": "string",
"projectId": "string",
"timestamp": "2019-08-24T14:15:22Z",
"userId": "string",
"username": "string"
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | The queried audit record. | AuditLogsRetrieveOneResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
POST /api/v2/usageDataExports/¶
Create a customer usage data artifact request. Requires "CAN_ACCESS_USER_ACTIVITY" permission. Returns async task status URL as a "Location" header. Async task status should be polled in order to retrieve artifact id.
Code samples¶
# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/usageDataExports/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer {access-token}" \
-d '{UsageDataExport}'
Body parameter¶
{
"end": "2019-08-24T14:15:22Z",
"include": [
"string"
],
"includeIdentifyingFields": true,
"includeReport": [
"ADMIN_USAGE"
],
"noCache": true,
"projectId": "string",
"start": "2019-08-24T14:15:22Z",
"userId": "string"
}
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
body | body | UsageDataExport | false | none |
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
202 | Accepted | Customer usage data artifact creation started. Status can be tracked at Location field in headers. | None |
400 | Bad Request | Artifact creation process encountered a problem. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/usageDataExports/supportedEvents/¶
Describe supported available audit events with which to filter result data.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/usageDataExports/supportedEvents/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Example responses¶
200 Response
{
"data": "ADLS OAuth Failed"
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | A list of supported available audit events. | UsageDataEventsListResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/usageDataExports/{artifactId}/¶
Retrieve a prepared customer usage data artifact. Requires "CAN_ACCESS_USER_ACTIVITY" permission.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/usageDataExports/{artifactId}/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
artifactId | path | string | true | The ID of the generated artifact to retrieve. |
Example responses¶
202 Response
{
"data": "string"
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
202 | Accepted | An artifact file in .zip format. | UsageDataRetrieveResponse |
400 | Bad Request | Usage data artifact retrieval failed. | None |
404 | Not Found | Requested artifact does not exist. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
DELETE /api/v2/users/{userId}/rateLimitUsage/¶
Reset specified user's rate limit resource usage to zero for all resources. When windows roll over, all limits are automatically reset. Use this route to reset usage sooner.
Code samples¶
# You can also use wget
curl -X DELETE https://app.datarobot.com/api/v2/users/{userId}/rateLimitUsage/ \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
userId | path | string | true | The user identifier. |
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
204 | No Content | The usage has been successfully reset to zero. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
GET /api/v2/users/{userId}/rateLimitUsage/¶
List the rate limit resource usage for a user. The usage array returned will have one object corresponding to each rate limit applied to the user.
Code samples¶
# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/users/{userId}/rateLimitUsage/ \
-H "Accept: application/json" \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
userId | path | string | true | The user identifier. |
Example responses¶
200 Response
{
"count": 0,
"next": "string",
"previous": "string",
"usage": [
{
"currentUsage": 0,
"maxUsage": 0,
"resource": "string",
"timeToExpire": 0
}
]
}
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
200 | OK | none | ResourceUsageResponse |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
DELETE /api/v2/users/{userId}/rateLimitUsage/{resourceName}/¶
Reset rate limit resource usage for a user of a specified resource to zero. This will happen automatically when windows roll over. This route can be used to reset a user's rate limits sooner.
Code samples¶
# You can also use wget
curl -X DELETE https://app.datarobot.com/api/v2/users/{userId}/rateLimitUsage/{resourceName}/ \
-H "Authorization: Bearer {access-token}"
Parameters
Name | In | Type | Required | Description |
---|---|---|---|---|
userId | path | string | true | The id of the user to reset usage for. |
resourceName | path | string | true | The resource name to reset usage for. |
Responses¶
Status | Meaning | Description | Schema |
---|---|---|---|
204 | No Content | The usage has been successfully reset to zero. | None |
To perform this operation, you must be authenticated by means of one of the following methods:
BearerAuth
Schemas¶
AuditLogContextObjectResponse
{
"orgId": "string",
"orgName": "string",
"projectName": "string",
"projectType": "string",
"userProjectRole": "string"
}
An object with additional attributes for the record.
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
orgId | string¦null | false | The id of the organization. | |
orgName | string¦null | false | The name of the organization. | |
projectName | string¦null | false | The name of the project. | |
projectType | string¦null | false | The type of project. | |
userProjectRole | string¦null | false | The role of the user associated with this project. |
AuditLogsEventListResponse
{
"count": 0,
"data": [
"string"
]
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
count | integer | true | Total count of event labels. | |
data | [string] | true | A json array of event labels. |
AuditLogsRetrieveOneResponse
{
"context": {
"orgId": "string",
"orgName": "string",
"projectName": "string",
"projectType": "string",
"userProjectRole": "string"
},
"event": "string",
"id": "string",
"ip": "string",
"projectId": "string",
"timestamp": "2019-08-24T14:15:22Z",
"userId": "string",
"username": "string"
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
context | AuditLogContextObjectResponse | true | An object with additional attributes for the record. | |
event | string | true | The record event label, e.g. 'Start Autopilot'. | |
id | string | true | The record ID. | |
ip | string¦null | false | The IP address of the server where the record event happened. Will be empty if includeIdentifyingFields is True. |
|
projectId | string¦null | true | The record event project id. | |
timestamp | string(date-time) | true | The record timestamp. | |
userId | string | true | The user id of the record events user. | |
username | string¦null | false | The username of the record events user. Will be empty if includeIdentifyingFields is True. |
AuditLogsRetrieveResponse
{
"count": 0,
"data": [
{
"context": {
"orgId": "string",
"orgName": "string",
"projectName": "string",
"projectType": "string",
"userProjectRole": "string"
},
"event": "string",
"id": "string",
"ip": "string",
"projectId": "string",
"timestamp": "2019-08-24T14:15:22Z",
"userId": "string",
"username": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
count | integer | true | The number of returned items. | |
data | [AuditLogsRetrieveOneResponse] | true | A json array of audit log records structured in the same form as the response GET /api/v2/eventLogs/{recordId}/ | |
next | string(uri)¦null | true | A URL to the next page (if null, no next page exists). | |
previous | string(uri)¦null | true | A URL to the previous page (if null, no previous page exists). | |
totalCount | integer | true | The number of items matching the query condition. |
PredictionUsageObjectResponse
{
"avgExecutionTime": 0,
"blenderModelTypes": "string",
"datasetId": "string",
"deploymentId": "string",
"deploymentType": "string",
"groupId": "string",
"groupName": "string",
"modelId": "string",
"modelType": "string",
"orgId": "string",
"orgName": "string",
"predictionExplanations": true,
"predictionMethod": "string",
"predictionRowCountPerMinute": [
0
],
"predictionRowsCount": 0,
"projectId": "string",
"projectType": "string",
"pythonVersion": "string",
"recommendedModel": true,
"requestCountPerMinute": [
0
],
"requestsCount": 0,
"serverErrorCount": 0,
"timestamp": "2019-08-24T14:15:22Z",
"userErrorCount": 0,
"userId": "string",
"userProjectRole": "string",
"username": "string"
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
avgExecutionTime | number | true | The average predictions execution time during timestamp hour |
|
blenderModelTypes | string¦null | false | The type of blender model. | |
datasetId | string¦null | false | The id of the dataset. | |
deploymentId | string¦null | false | The id of the deployment. | |
deploymentType | string¦null | false | The type of deployment | |
groupId | string¦null | false | The id of the group. | |
groupName | string¦null | false | The name of the group. | |
modelId | string¦null | false | The id of the model. | |
modelType | string¦null | false | The type of the model. | |
orgId | string¦null | false | The id of the organization. | |
orgName | string¦null | false | The name of the organization. | |
predictionExplanations | boolean¦null | true | If it contains prediction explanations. | |
predictionMethod | string | true | The prediction method that was used. | |
predictionRowCountPerMinute | [integer]¦null | false | List of row counts per minute. | |
predictionRowsCount | integer | true | Predictions rows count during timestamp hour. |
|
projectId | string¦null | false | The id of the project. | |
projectType | string¦null | false | The type of the project. | |
pythonVersion | string¦null | false | The python version used to build models in the project | |
recommendedModel | boolean¦null | false | If it is a recommended model. | |
requestCountPerMinute | [integer]¦null | false | List of requests per minute. | |
requestsCount | integer | true | Request count during timestamp hour. |
|
serverErrorCount | integer | true | Server error count during timestamp hour. |
|
timestamp | string(date-time) | true | The timestamp of the event. | |
userErrorCount | integer | true | User error count during timestamp hour. |
|
userId | string | true | The id of the user. | |
userProjectRole | string¦null | false | The role of the user to the related project. | |
username | string¦null | false | The username of the user. Will be empty if includeIdentifyingFields is True. |
PredictionUsageRetrieveResponse
{
"count": 0,
"data": [
{
"avgExecutionTime": 0,
"blenderModelTypes": "string",
"datasetId": "string",
"deploymentId": "string",
"deploymentType": "string",
"groupId": "string",
"groupName": "string",
"modelId": "string",
"modelType": "string",
"orgId": "string",
"orgName": "string",
"predictionExplanations": true,
"predictionMethod": "string",
"predictionRowCountPerMinute": [
0
],
"predictionRowsCount": 0,
"projectId": "string",
"projectType": "string",
"pythonVersion": "string",
"recommendedModel": true,
"requestCountPerMinute": [
0
],
"requestsCount": 0,
"serverErrorCount": 0,
"timestamp": "2019-08-24T14:15:22Z",
"userErrorCount": 0,
"userId": "string",
"userProjectRole": "string",
"username": "string"
}
],
"next": "http://example.com",
"previous": "http://example.com",
"totalCount": 0
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
count | integer | true | Amount of returned items | |
data | [PredictionUsageObjectResponse] | true | A json array of prediction usage rows described below | |
next | string(uri)¦null | true | A URL to the next page (if null, no next page exists). | |
previous | string(uri)¦null | true | A URL to the previous page (if null, no previous page exists). | |
totalCount | integer | true | Amount of items matching the query condition |
ResourceUsage
{
"currentUsage": 0,
"maxUsage": 0,
"resource": "string",
"timeToExpire": 0
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
currentUsage | integer | true | The usage accumulated within the current window. | |
maxUsage | integer | true | The maximum value currentUsage can take before requests using this resource are denied. | |
resource | string | true | The rate limit resource this usage applies to. | |
timeToExpire | integer | true | The number of seconds until this usage resets to zero. |
ResourceUsageResponse
{
"count": 0,
"next": "string",
"previous": "string",
"usage": [
{
"currentUsage": 0,
"maxUsage": 0,
"resource": "string",
"timeToExpire": 0
}
]
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
count | integer | true | The number of resource usage records. | |
next | string¦null | true | URL pointing to the next page. | |
previous | string¦null | true | URL pointing to the previous page. | |
usage | [ResourceUsage] | true | The resource usage records. |
UsageDataEventsListResponse
{
"data": "ADLS OAuth Failed"
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
data | string | true | The available data event options to use in filtering. |
Enumerated Values¶
Property | Value |
---|---|
data | [ADLS OAuth Failed , ADLS OAuth Token Obtained , ADLS OAuth Token Renewal Succeeded , ADLS OAuth User Login Started , ADLS OAuth User Login Succeeded , API Key Created , API Key Deleted , API Key Updated , Abort Autopilot , Access granted to a resource for a subject entity , Access granted to a resource referenced by an experiment container , Access request created , Access revoked to a resource for a subject entity , Access revoked to a resource referenced by an experiment container , Activate account , Activated On First Login , Actuals Uploaded , Add Model , Add New Dataset For Predictions , Add SAML configuration , Advanced Tuning Requested , App Config Changed , App Template Cloned , Approval Workflow Policy Action , Approval Workflow Policy Created , Approval Workflow Policy Deleted , Approval Workflow Policy Updated , Approve account , Association ID Set , Automated Application Access Revoked from the Group , Automated Application Access Revoked from the Organization , Automated Application Access Revoked from the User , Automated Application Created , Automated Application Deleted , Automated Application Domain Prefix Changed , Automated Application Duplicated , Automated Application Shared , Automated Application Shared with Group , Automated Application Shared with Organization , Automated Application Upgraded , Automated Demo Application Created , Automated Document Created , Automated Document Deleted , Automated Document Downloaded , Automated Document Previewed , Automated Document Requested , Automatic Time Series Task Plan Requested , Available Forecast Points Computation Job Started , Base Image Built , Batch Monitoring Disabled , Batch Monitoring Enabled , Batch Prediction Created from Dataset , Batch prediction job aborted , Batch prediction job completed , Batch prediction job created , Batch prediction job failed , Batch prediction job started , Bias And Fairness Cross Class Calculated , Bias And Fairness Insights Calculated , Bias And Fairness Per Class Calculated , Bias and Fairness monitoring settings updated. , Bias and Fairness protected features specified. , Blending Models Limit Exceeded , Branded Theme Created , Branded Theme Deleted , Branded Theme Updated , Bulk Datasets Deleted , Bulk Datasets Tags Appended , CCM Balancer Terminated , CCM CLUSTER Reprovisioned , CCM Cluster Created , CCM Cluster Terminated , CCM Resource Group Created , Calculation of prediction intervals is requested , Challenger Insight Generation Started , Challenger Model Created , Challenger Model Deleted , Challenger Model Promoted , Challenger Models Disabled , Challenger Models Enabled , Change Request Cancelled , Change Request Created , Change Request Reopened , Change Request Resolved , Change Request Review Added , Change Request Updated , Change password , Child Entity Associated With Workspace In AI Catalog , Child Entity Disassociated From Workspace In AI Catalog , Clustering Cluster Names Updated , Code Snippet Created , Codespace Created , Codespace Deleted , Codespace Metadata Edited , Codespace Session Started , Codespace Session Stopped , Comment Created , Comment Deleted , Comment Updated , Completed Feature Discovery Secondary Datasets , Completed Feature Discovery for Primary Dataset , Compliance Doc Deleted , Compliance Doc Downloaded , Compliance Doc Generated , Compliance Doc Previewed , Compute Cluster Added , Compute Cluster Deleted , Compute Cluster Updated , Compute External Insights , Compute Reason Codes , Create account , Created dataset from Data Engine workspace , Created dataset version from Data Engine workspace , Credential Created , Credential Deleted , Credential Updated , Credential Values Retrieved Based On OAuth Configuration ID , Custom Application Access Revoked from the Group , Custom Application Access Revoked from the Organization , Custom Application Access Revoked from the User , Custom Application Created , Custom Application Deleted , Custom Application Failed to Start , Custom Application Published , Custom Application Renamed , Custom Application Shared with Group , Custom Application Shared with Organization , Custom Application Shared with User , Custom Application Source Access Revoked from the Group , Custom Application Source Access Revoked from the Organization , Custom Application Source Access Revoked from the User , Custom Application Source Shared with Group , Custom Application Source Shared with Organization , Custom Application Source Shared with User , Custom Application Started , Custom Application Stopped , Custom Application Visited , Custom Application Visited by Guest , Custom Job Run Executed , Custom Metric Bulk Upload Succeeded , Custom Metric Creation Succeeded , Custom Metric Dataset Upload Succeeded , Custom Metric JSON Upload Succeeded , Custom Model Conversion Failed , Custom Model Conversion Files Uploaded , Custom Model Conversion Succeeded , Custom RBAC Access Role Created , Custom RBAC Access Role Deleted , Custom RBAC Access Role Updated , Custom Registered Model Created , Custom Registered Model Version Added , Custom Task Deploy , Custom Task Fit , Custom inference model added , Custom inference model assign training data request received , Custom inference model updated , Custom inference model version assign training data request received , Custom inference model version created from remote repository content , Custom model item added , Custom task added , Custom task updated , Custom task version added , Data Connection Created , Data Connection Deleted , Data Connection Tested , Data Connection Updated , Data Matching ANN Index Profile Built , Data Matching Query Requested , Data Sample Queried For Wrangling , Data Sampled for Chunk Definition , Data Source is created , Data Sources Permadelete Executed , Data Sources Permadelete Failed , Data Sources Permadelete Submitted , Data Store Config Request Submitted , Data Stores Permadelete Executed , Data Stores Permadelete Failed , Data Stores Permadelete Submitted , Data engine query generator created , Data engine query generator deleted , Data engine workspace created , Data engine workspace deleted , Data engine workspace state previewed , Data engine workspace updated , Dataset Categories Modified , Dataset Column Aliases Modified , Dataset Created , Dataset Deleted , Dataset Description Modified , Dataset Download , Dataset Materialized , Dataset Name Modified , Dataset Reloaded , Dataset Shared , Dataset Sharing Removed , Dataset Tags Modified , Dataset Undeleted , Dataset Upload , Dataset Upload is Completed , Dataset Version Deleted , Dataset Version Undeleted , Dataset featurelist created , Dataset featurelist deleted , Dataset featurelist updated , Dataset for predictions with actual value column processed , Dataset refresh job created , Dataset refresh job deleted , Dataset refresh job updated , Dataset relationship created , Dataset relationship updated , Dataset transform created , Datasets Permadelete Executed , Datasets Permadelete Failed , Datasets Permadelete Submitted , Deactivate Account , Decision Flow Created , Decision Flow Model Package Created , Decision Flow Test Downloaded , Decision Flow Version Created , Decision Flow Version Deleted , Default value for Do-Not-Derive is changed , Delete SAML configuration , Deny account , Deploy Model To Hadoop , Deployment Activated , Deployment Actuals Export Created , Deployment Added , Deployment Deactivated , Deployment Deleted , Deployment Humility Rule Added , Deployment Humility Rule Deleted , Deployment Humility Rule Submitted , Deployment Humility Rule Updated , Deployment Humility Setting Updated , Deployment Monitoring Batch Created , Deployment Monitoring Timeliness Setting Changed , Deployment Permanently Erased , Deployment Predictions Data Permanently Erased , Deployment Processing Limit Interval Changed , Deployment Statistics Reset , Deployment prediction export created , Deployment prediction warning setting updated , Deployment training data export created , Detected Data Quality: Disguised Missing Values , Detected Data Quality: Excess Zero , Detected Data Quality: Imputation Leakage , Detected Data Quality: Inconsistent Gaps , Detected Data Quality: Inliers , Detected Data Quality: Lagged Features , Detected Data Quality: Leading or Trailing Series , Detected Data Quality: Missing Documents , Detected Data Quality: Missing Images , Detected Data Quality: Multicategorical Invalid Format , Detected Data Quality: New Series in Recent Data , Detected Data Quality: Outliers , Detected Data Quality: Quantile Target Sparsity , Detected Data Quality: Quantile Target Zero Inflation , Detected Data Quality: Target Leakage , Detected Data Quality: Target had infrequent negative values , Do-Not-Derive is used , Documentation Request , Download All Charts , Download Chart , Download Codegen , Download Codegen From Deployment , Download Deployment Chart , Download Model , Download Model Package , Download Model Package From Deployment , Download Predictions , Empty Catalog Item Created , Empty Cluster Status Created , Entitlement Definition Created , Entitlement Definition Deleted , Entitlement Definition Updated , Entitlement Set Created , Entitlement Set Deleted , Entitlement Set Updated , Entitlement Set Updated Entitlements , Entity Notification Channel Created , Entity Notification Channel Deleted , Entity Notification Channel Updated , Entity Notification Policy Created , Entity Notification Policy Deleted , Entity Notification Policy Updated , Entity notification channel created , Ephemeral Session Started , Ephemeral Session Stopped , Experiment Container Created , Experiment Container Dataset Registered , Experiment Container Dataset Unregistered , Experiment Container Deleted , Experiment Container Entity Linked , Experiment Container Entity Migrated , Experiment Container Entity Moved , Experiment Container Entity Unlinked , Experiment Container Reference To Catalog Dataset Removed , Experiment Container Reference To Catalog Dataset Version Removed , Experiment Container Updated , External Predictions Configured , External Registered Model Created , External Registered Model Version Added , FEAR Predict Job Started , FaaS Function Created , FaaS Function Deleted , FaaS Function Perma Deleted , FaaS Function Updated , Failed Decision Flow Test , Feature Discovery Relationship Quality Assessment Inputs Metrics , Feature Discovery Relationship Quality Assessment Warnings Metrics , Feature Drift Settings Changed , Feature Over Geo Computed , Finish Autopilot , First Login After DR Account Migration , GenAI Chat Created , GenAI Chat Deleted , GenAI Chat Prompt Created , GenAI Chat Prompt Deleted , GenAI Chat Prompt Updated , GenAI Chat Updated , GenAI Comparison Chat Created , GenAI Comparison Chat Deleted , GenAI Comparison Chat Updated , GenAI Comparison Prompt Created , GenAI Comparison Prompt Deleted , GenAI Comparison Prompt Updated , GenAI Cost Metric Configuration Created , GenAI Cost Metric Configuration Deleted , GenAI Cost Metric Configuration Updated , GenAI Evaluation Dataset Configuration Created , GenAI Evaluation Dataset Configuration Deleted , GenAI Evaluation Dataset Configuration Updated , GenAI Insights Upserted , GenAI LLM Blueprint Created , GenAI LLM Blueprint Created from Chat Prompt , GenAI LLM Blueprint Created from LLM Blueprint , GenAI LLM Blueprint Deleted , GenAI LLM Blueprint Sent to Model Workshop , GenAI LLM Blueprint Updated , GenAI LLM Test Configuration Created , GenAI LLM Test Configuration Deleted , GenAI LLM Test Configuration Updated , GenAI LLM Test Result Created , GenAI LLM Test Result Deleted , GenAI LLM Test Result Updated , GenAI LLM Test Suite Created , GenAI LLM Test Suite Deleted , GenAI LLM Test Suite Updated , GenAI Playground Created , GenAI Playground Deleted , GenAI Playground Updated , GenAI Vector Database Created , GenAI Vector Database Deleted , GenAI Vector Database Exported , GenAI Vector Database Updated , General Feedback Submitted , Generic Custom Job Created , Generic Custom Job Manual Run Created , Generic Custom Job Scheduled Run Created , Geometry Over Geo Computed , Geospatial Feature Transform Created , Geospatial Primary Location Column Selected , Global SAML Configuration Added , Global SAML Configuration Deleted , Global SAML Configuration Updated , Group Members Updated , Group created , Group deleted , Group updated , Hosted Custom Metric Custom Job Created , Hosted Custom Metric Deployment Connection Created , Interaction Feature Created , Interaction Feature Deployment Created , Invitation Accepted , Invitation sent , Job definition created , Job definition updated , Login Fail , Login Succeeded Via Global SAML SSO , Login Success Via SAML SSO , Login Successful , Logout , MLOPS Integrations Deployment Launched , MLOPS Integrations Deployment Model Replaced , MLOPS Integrations Deployment Stopped , MLOPS Integrations Prediction Environment Created , MLOPS Integrations Prediction Environment Deleted , MLOps Installer Download Request Received , Managed Image Built , Model Deployment Shared , Model Insights Deleted , Model Insights Job Submitted , Models Starred , Multi-Factor Auth Disable , Multi-Factor Auth Enable , Multilabel Labelwise ROC With Missing TPR Or FPR Requested , Native Registered Model Created , Native Registered Model Version Added , Network Policy Created , Network Policy Deleted , Network Policy Updated , No predictors are left because of Do-Not-Derive , Non Existent Value Tracker Attachment Removed , Notebook Conversion to Codespace Complete , Notebook Conversion to Codespace Initiated , Notebook Created , Notebook Deleted , Notebook Environment Variable Deleted , Notebook Environment Variable Edited , Notebook Environment Variables Created , Notebook Environment Variables Deleted , Notebook Metadata Edited , Notebook Revision Created , Notebook Revision Deleted , Notebook Revision Restored , Notebook Schedule Created , Notebook Schedule Deleted , Notebook Schedule Disabled , Notebook Schedule Enabled , Notebook Schedule Launched , Notebook Session Ports Created , Notebook Session Ports Deleted , Notebook Session Ports Updated , Notebook Session Started , Notebook Session Stopped , Notification Channel Deleted , Notification Channel Template Created , Notification Channel Template Deleted , Notification Channel Template Updated , Notification Custom Job Created , Notification Policy Created , Notification Policy Created From Template , Notification Policy Deleted , Notification Policy Template Created , Notification Policy Template Deleted , Notification Policy Template Updated , Notification Policy Updated , Notification channel created , Notification channel deleted , Notification channel updated , Notification policy created , Notification policy deleted , Notification policy updated , Number of bias mitigation jobs on Autopilot stage. , OCR Job Resource Created , OCR Job Resource Started , OIDC Configuration Created , OIDC Configuration Deleted , OIDC Configuration Updated , Online Conformal PI Calculation Requested , Organization Perma-Deletion Completed , Organization Perma-Deletion Failed , Organization Perma-Deletion Marked , Organization Perma-Deletion Requested , Organization Perma-Deletion Started , Organization Perma-Deletion Unmarked , Organization created , Organization deleted , Organization updated , Organizations Perma-Deletion Requested , PPS Docker Image Download Request Received , Period accuracy file validation failed , Period accuracy file validation successful , Period accuracy insight computed , Pipeline downsampling build and run started. , Pipeline downsampling run failed to start. , Predictions by Forecast Date Settings Updated , Prime Downloaded , Prime Run , Project Access Revoked from the Group , Project Access Revoked from the Organization , Project Access Revoked from the User , Project Autopilot Configured , Project Cloned , Project Created , Project Created from Dataset , Project Created from Project Export File , Project Created from Wrangled Dataset , Project Deleted , Project Description Updated , Project Exported as Project Export File , Project Options Retrieved , Project Options Updated , Project Permadelete Executed , Project Permadelete Failed , Project Permadelete Submitted , Project Renamed , Project Restored , Project Shared , Project Shared with Group , Project Shared with Organization , Project Target Selected , Published Recipe Data Uploaded , Rate limit user group changed , Recipe Access Revoked from Group , Recipe Access Revoked from Organization , Recipe Access Revoked from User , Recipe Created , Recipe Deleted , Recipe Operations Added , Recipe Published , Recipe Shared , Recipe Shared with Group , Recipe Shared with Organization , Recipe metadata updated , Registered Model Shared , Registered Model Updated , Registered Model Version Stage Transitioned , Registered Model Version Updated , Remote Repository Registered , Replaced Model , Request External Insights , Request External Insights - All Datasets , Request Model Insights , Restart Autopilot , Restore Reduced Features , Retraining Custom Job Created , Retraining Policy Cancelled , Retraining Policy Created , Retraining Policy Deleted , Retraining Policy Failed , Retraining Policy Started , Retraining Policy Succeeded , RuleFit Code Downloaded , SHAP Impact Computed , SHAP Matrix Computed , SHAP Predictions Explanations Computed , SHAP Predictions Explanations Preview Computed , SHAP Training Predictions Explanations Computed , Secure Configuration Created , Secure Configuration Deleted , Secure Configuration Shared , Secure Configuration Sharing Removed , Secure Configuration Values Updated , Segment Analysis Enabled , Segment Attributes Specified , Select Model Metric , ServiceUser Created , ServiceUser Deleted , ServiceUser Impersonated Token Requested , ServiceUser Token Requested , ServiceUser Updated , Start Autopilot , Successful Decision Flow Test , Successful Login using OIDC flow , Successful Login using OIDC token exchange , Successful Login via Google Idp , Target is set as Do-Not-Derive , Tenant Created , Tenant Encryption Key generated and managed by DataRobot KMS , Tenant Encryption Key rotated , Tenant Encryption Key scheduled for deletion , Tenant Encryption Key was set for the tenant , Tenant Perma-Deletion Completed , Tenant Perma-Deletion Failed , Tenant Perma-Deletion Requested , Tenant Perma-Deletion Started , Tenant Updated , Text prediction explanations computed , Train Model , Unsupervised Mode Started , Update SAML configuration , Update account , User Agreement Accepted , User Agreement Declined , User Append Columns Download With Predictions , User Blueprint Added To Repository , User Blueprint Created , User Blueprint Deleted , User Blueprint Deleted In Bulk , User Blueprint Description Modified , User Blueprint Name Modified , User Blueprint Retrieved , User Blueprint Tags Modified , User Blueprint Tasks Retrieved , User Blueprint Updated , User Blueprint Validated , User Blueprints Listed , User Provisioned From JWT , Users Perma-Deletion Canceled , Users Perma-Deletion Canceling , Users Perma-Deletion Completed , Users Perma-Deletion Failed , Users Perma-Deletion Preview Building Canceled , Users Perma-Deletion Preview Building Canceling , Users Perma-Deletion Preview Building Completed , Users Perma-Deletion Preview Building Failed , Users Perma-Deletion Preview Building Started , Users Perma-Deletion Preview Building Submitted , Users Perma-Deletion Started , Users Perma-Deletion Submitted , Value Tracker Attachment Added , Value Tracker Attachment Removed , Value Tracker Created , Value Tracker Stage Changed , Value Tracker Updated , Workspace Description Modified , Workspace Marked As Deleted In AI Catalog , Workspace Modified , Workspace Name Modified , Workspace Registered In AI Catalog , Workspace Scheduled Batch Run Failed , Workspace Scheduled Batch Run Started , Workspace Scheduled Batch Run Succeeded , Workspace Tags Modified , Workspace scheduled batch processing job created , Workspace scheduled batch processing job deleted , Workspace scheduled batch processing job updated , aiAPI Portal Login ] |
UsageDataExport
{
"end": "2019-08-24T14:15:22Z",
"include": [
"string"
],
"includeIdentifyingFields": true,
"includeReport": [
"ADMIN_USAGE"
],
"noCache": true,
"projectId": "string",
"start": "2019-08-24T14:15:22Z",
"userId": "string"
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
end | string(date-time)¦null | false | The upper bound of stored events timestamp to include within the artifact. | |
include | [string] | false | Additional fields to be included. | |
includeIdentifyingFields | boolean | true | Indicates if identifying information like user names, project names, etc. should be included or not. Defaults to True. | |
includeReport | [string]¦null | false | The list of reports that should be generated. Will default to None if not specified. |
|
noCache | boolean | false | Switches off caching. | |
projectId | string | false | Only actions that are connected with the project will be retrieved. | |
start | string(date-time)¦null | false | The lower bound of stored events timestamp to include within the artifact. | |
userId | string | false | Only actions performed by this user will be retrieved. |
UsageDataRetrieveResponse
{
"data": "string"
}
Properties¶
Name | Type | Required | Restrictions | Description |
---|---|---|---|---|
data | string(binary) | true | The requested usage artifact in .zip format. |