feat: community have/want enrichment for release rarity scoring#293
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SimplicityGuy merged 12 commits intomainfrom Apr 11, 2026
Merged
feat: community have/want enrichment for release rarity scoring#293SimplicityGuy merged 12 commits intomainfrom
SimplicityGuy merged 12 commits intomainfrom
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Design for fetching Discogs community.have/want counts via REST API to add a 6th "collection prevalence" rarity signal (weight 0.20). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
8-task plan covering schema, scoring function, signal integration, enrichment endpoint, and pipeline updates. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…eights (#206) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…#206) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…evalence (#206) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…nce (#206) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add compute_and_store_community_enrichment function and wire it into run_all_computations before release_rarity so community counts are fresh when rarity scores are computed. Update tests to cover 7 insight types and fix mock tuple width for collection_prevalence column. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Fix INTERVAL parameterization using make_interval() instead of string interpolation inside SQL literal - Fix 429 retry logic: use inner while loop so rate-limited releases are retried instead of silently skipped - Update module docstring from 5-signal to 6-signal - Add exc_info=True to community counts loading warning for debuggability Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
Closes #206
GET /api/internal/insights/community-enrichment) that fetchescommunity.have/community.wantfrom the Discogs REST API for releases in user collections/wantlistsinsights.community_counts) and mirror to Neo4j Release node propertiesChanges
insights.community_countstable,collection_prevalencecolumn oninsights.release_raritycompute_collection_prevalence_score()with log-scale thresholds (0→95, 10k+→10) and want-pressure bonusTest plan
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