...
| Field Name | Description | |
|---|---|---|
| validationId | A unique identifier for the validation. Each validation has a non-deterministic UUID. Consequently, each validationId is different even if the contents of the validation are the same. | |
validationTimestamp | UTC timestamp for the validation event in the format:
| |
| modelName | This property has a null value for rule based validations (violationType = Rule)entity Id | The identifier of the entity that was validated. |
| entity type | The type of the entity being validated. | |
| transaction-id | A user provided transaction id. This will allow for tracing of the audit through its various operations. If the same transaction id is used as the operation that is being audited related to this service instance id, then this provides even greater traceability | |
| model-version-id | The model-version-id field provided to initiate the audit | |
| model-invariant-id | The model-invariant-id field provided to initiate the audit. | |
| service-instance-id | Identifier of this service instance, which was provided to initiate the audit. | |
| category | TBD | |
| status | "Pass" or "Fail", depending on whether any violations were found | |
| dataQuality | A field that reports any issues found during the audit that prevented the audit from fully being successfully run. status = "ok" or "error"; error = error message related to specific data quality issues encountered. | |
| timestamp | Report timestamp informationviolations | Array of violations. See below. |
Violations
If rule violations are found, then for each violation, the following will be reported
...
| Field | Description | ||
|---|---|---|---|
| severity | Critical, Major, Minor, Warning | ||
| violationTimestamp | Time of violation | ||
| violationType | Type of violation - NEEDS TO BE FILLED IN. ?? | ||
| validationRule | Rule that was violated - NEEDS TO BE FILLED IN. Attribute ComparisonSee POMBA Rules | ||
| category | Category as defined in the rule definition. See POMBA Rules | ||
| errorMessage | message | TBD An error message describing the validation failure. For POMBA, this is a simple string, with the violation details providing specifics of the violation | |
| violationId | Unique Globally unique identifier for this violation - globally or just in the context of this report?violation data | ||
violationDetails | For each data source triggered as part of this rule
| Error String | English language description of the violation |
DMaaP
Each audit report, in addition to being viewable via Kabana, can be consumed in real-time via a DMaaP message. See POMBA DMaaP
...