Dependency-free data transformation audit framework
Project description
CleanCore
CleanCore is a dependency-free data transformation audit framework.
Unlike data profilers, CleanCore tracks:
- What changed
- Which rows were affected
- Before / after values
- Why it changed (business rule)
- Compliance-ready audit trail
Example
from cleancore import CleanEngine, print_audit_report
engine = CleanEngine(df)
cleaned_df, audit_log = engine.run()
print_audit_report(audit_log)
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