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Onboard Rule With Impact

A 4-step recipe with Acceldata. We can help you get access.

Recipe · 4 steps

Onboard Rule With Impact

with Acceldata

Create a data quality rule and map the datasets it will impact.

  1. List datasets on the given source and capture the first dataset id to onboard the rule against.
  2. List the rules already monitoring the dataset so the new rule does not duplicate existing coverage.
  3. Create the new data quality rule on the dataset's column using the supplied definition.
  4. Retrieve the dataset's downstream lineage so the consumers affected by this rule's alerts are identified.
What you'll need to have ready
  • apiKey: Acceldata API key sent in the X-API-Key header.
  • source: Data source platform to filter datasets by (e.g. snowflake).
  • ruleName: Name of the data quality rule to create.
  • ruleType: Type of data quality check (e.g. null_check, uniqueness_check).
  • columnName: Column on the dataset that the rule monitors.
  • threshold: Alert threshold as a percentage (0-100).
  • severity: Severity of alerts triggered by this rule.
For your developer

Arazzo workflow acceldata:onboard-rule-with-impact, 4 operations: listDatasets → getDataQualityRules → postDataQualityRules → getDatasetLineage. Specs on APIs.io.

More recipes with Acceldata

Access ReviewCreate and Verify Data Quality RuleCritical Alert SweepDataset Quality AuditPipeline Failure InvestigationTriage Dataset Alerts