feat: add confidence-based RMP matching with manual review workflow

Replace simple auto-matching with scored candidate generation that
considers department overlap, name uniqueness, and rating volume.
Candidates above 0.85 auto-accept; others require admin approval.
This commit is contained in:
2026-01-30 01:31:11 -06:00
parent 39ba131322
commit 203c337cf0
19 changed files with 2428 additions and 175 deletions
+10 -2
View File
@@ -250,8 +250,16 @@ impl Scheduler {
crate::data::rmp::batch_upsert_rmp_professors(&professors, db_pool).await?;
info!(total, "RMP professors upserted");
let matched = crate::data::rmp::auto_match_instructors(db_pool).await?;
info!(total, matched, "RMP sync complete");
let stats = crate::data::rmp_matching::generate_candidates(db_pool).await?;
info!(
total,
stats.total_unmatched,
stats.candidates_created,
stats.auto_matched,
stats.skipped_unparseable,
stats.skipped_no_candidates,
"RMP sync complete"
);
Ok(())
}