Add an optional table-only k-anonymity path - #79
Merged
Merged
Conversation
CSV and Excel can generalize or suppress quasi-identifier columns until each combination appears at least k times, and write a prosecutor-risk report. PDFs are unchanged. The default cell replace is unchanged. The anonymizer packages move from 0.30.0 to 0.31.0.
Record PR 79 on the optional table-only privacy engine.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
--kfor CSV and Excel. Direct identifiers keep the existing operators. Quasi-identifier columns are generalized or suppressed until each combination appears at least k times.data/stats/<stem>.table_privacy.jsonwith prosecutor risk, and ℓ-diversity and t-closeness when--sensitive-columnis set. The report is an aid, not a certificate.--kon a PDF, Word file, or Markdown file, and leave that file unchanged. The default cell-level replace is unchanged.id-extractstays 0.3.0.Test plan
uv run ruff check .uv run pytest(344 passed)--k 2coarsens a unique zip/gender row and masks emails--kon Markdown exits without rewriting the file