Data Drift Policy - Schema

This schema represents the Data Drift policy object returned by:

• Create and List Data Drift Policies

• Manage Data Drift Policy by ID

• Manage Data Drift Policy by Name

Top-level Fields

Depending on the endpoint, responses either wrap policies in a list or return a single policy object. The policy itself has:

Key nested properties (high-level):

• rule.id (integer) – Unique policy ID.

• rule.name (string) – Policy name (<asset>-data-drift-policy pattern is common).

• rule.type (string) – Always DATA_DRIFT.

• rule.backingAsset.tableAssetId (integer) – Asset the policy is attached to.

• rule.interval (string) – Drift evaluation interval (for example 10d).

• rule.thresholdLevel.success / warning (integer) – Percent thresholds for drift.

• rule.tags (array) – Tags associated with the drift policy.

Example JSON

{
 "rule": {
 "archived": false,
 "autoCreated": false,
 "backingAsset": {
 "customQuery": null,
 "customTableAssetIds": null,
 "id": 13838,
 "marker": null,
 "ruleId": 14716,
 "tableAlias": null,
 "tableAssetId": 7456771,
 "tableAssetUid": null
 },
 "createdAt": "2024-06-18T12:32:30.415Z",
 "createdBy": "user@acceldata.io",
 "description": "Data drift policy for the BLACKROCK_QUARANTINE_RAW table",
 "enabled": true,
 "id": 14716,
 "interval": "10d",
 "lastUpdatedBy": "user@acceldata.io",
 "name": "BLACKROCK_QUARANTINE_RAW-data-drift-policy",
 "notificationChannels": {
 "alertsEnabled": true,
 "configuredNotificationGroupIds": [],
 "notifyOn": [],
 "notifyOnSuccess": false,
 "reNotifyFactor": 0,
 "severity": null,
 "tags": null
 },
 "policyGroups": [],
 "schedule": null,
 "scheduled": false,
 "sparkResourceConfig": null,
 "tags": [
 {
 "id": 3170,
 "name": "raw_table",
 "ruleId": 14716,
 "tagId": 40723,
 "tenantId": ""
 }
 ],
 "tenantId": "demo",
 "thresholdLevel": {
 "success": 100,
 "warning": 70
 },
 "timeZone": "GMT",
 "type": "DATA_DRIFT",
 "updatedAt": "2024-06-18T12:32:30.415Z",
 "version": 1
 }
}