Acceldata · Schema

DataQualityRule

A data quality monitoring rule

AI AgentsData ManagementData ObservabilityData PipelineData QualityIntelligenceObservability

Properties

Name	Type	Description
id	string	Unique rule identifier
name	string	Rule name
type	string	Type of data quality check
datasetId	string	Dataset the rule applies to
datasetName	string	Dataset name
columnName	string	Column the rule monitors
threshold	number	Alert threshold value (percentage or absolute)
severity	string	Alert severity when rule is violated
status	string	Rule activation status
createdAt	string	Rule creation timestamp

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://acceldata.io/schemas/data-quality-rule.json",
  "title": "DataQualityRule",
  "type": "object",
  "description": "A data quality monitoring rule",
  "properties": {
    "id": {
      "type": "string",
      "description": "Unique rule identifier"
    },
    "name": {
      "type": "string",
      "description": "Rule name"
    },
    "type": {
      "type": "string",
      "description": "Type of data quality check",
      "enum": [
        "null_check",
        "uniqueness_check",
        "range_check",
        "pattern_check",
        "freshness_check",
        "schema_check",
        "custom"
      ]
    },
    "datasetId": {
      "type": "string",
      "description": "Dataset the rule applies to"
    },
    "datasetName": {
      "type": "string",
      "description": "Dataset name"
    },
    "columnName": {
      "type": "string",
      "description": "Column the rule monitors"
    },
    "threshold": {
      "type": "number",
      "format": "double",
      "description": "Alert threshold value (percentage or absolute)"
    },
    "severity": {
      "type": "string",
      "description": "Alert severity when rule is violated",
      "enum": [
        "critical",
        "high",
        "medium",
        "low"
      ]
    },
    "status": {
      "type": "string",
      "description": "Rule activation status",
      "enum": [
        "active",
        "inactive"
      ]
    },
    "createdAt": {
      "type": "string",
      "format": "date-time",
      "description": "Rule creation timestamp"
    }
  }
}