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Anomalies

Anomalies are data quality issues detected during scan operations. The CLI lets you list, inspect, update, archive, and delete anomalies.

Commands

Command Description
anomalies get Get an anomaly by --id
anomalies list List anomalies for a --datastore-id, filterable by status, type, date
anomalies update Update status to Active or Acknowledged (single or bulk)
anomalies archive Soft-delete with status: Resolved, Invalid, Duplicate, Discarded
anomalies delete Hard-delete anomalies (single or bulk)

Listing Anomalies

# List all anomalies for a datastore
qualytics anomalies list --datastore-id 1

# Filter by status
qualytics anomalies list --datastore-id 1 --status Active

# Filter by date range
qualytics anomalies list --datastore-id 1 \
  --start-date 2026-01-01 --end-date 2026-01-31

Inspecting an Anomaly

qualytics anomalies get --id 42

Updating Status

# Acknowledge a single anomaly
qualytics anomalies update --id 42 --status Acknowledged

# Bulk update
qualytics anomalies update --ids 42,43,44 --status Active

Archiving

Archive anomalies with a resolution status:

# Mark as resolved
qualytics anomalies archive --id 42 --status Resolved

# Mark as invalid (false positive)
qualytics anomalies archive --id 42 --status Invalid

Available archive statuses: Resolved, Invalid, Duplicate, Discarded.

Deleting

# Delete a single anomaly
qualytics anomalies delete --id 42

# Bulk delete
qualytics anomalies delete --ids 42,43,44