Add literary_form migration bot#446
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literary_form migration bot for the Tag Cleanup GSoC project.
This implements the first stage of the genre taxonomy work: classifying Open Library works as Fiction or Nonfiction based on existing subject strings.
Files:
migrate_subjects.py- classification script with conflict resolution logicmappings/literary_form.json- subject string to literary_form mappingsmappings/droppable.json- noise strings to strip before classificationliterary_form_dry_run.jsonl- dry-run output on 100 works (awaiting mentor review)README.md- full documentation and design decisionsCoverage: 29.26% of full corpus (11.9M works) based on initial analysis of 40.79M works dump.
Dry-run results: 97 Fiction, 3 Nonfiction on 100 test works. Both Nonfiction results manually verified as correct (Richard Jefferies biography, Nobel Peace Prize winners biography).
Next steps: Awaiting mentor review of dry-run JSONL before any production writes. @hornc review required before bulk migration (>100 records).
cc @mekarpeles