[Niro0526]

No description provided.

[qodo-code-review]

PR Summary by Qodo

Complete 2025 cutoff mappings and distinguish unavailable cutoffs

🐞 Bug fix ✨ Enhancement 📝 Documentation 🕐 10-20 Minutes

AI Description

• Adds 85 missing district cutoff records for music and aesthetic programmes.
• Resolves handbook aliases that previously prevented course and university matching.
• Separates cutoff-unavailable courses from genuinely ineligible recommendations.

Diagram

graph TD
  A["Section 9 Data"] --> B["Alias Normalizer"] --> C[("Cutoff Dataset")] --> D["Recommendation Query"] --> E["Result Groups"]
  E --> F["Eligible"] & G["Not Eligible"] & H["Cutoff Unavailable"]

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High-Level Assessment

The targeted alias rules and explicit cutoff-unavailable group are appropriate. Treating missing cutoffs as non-eligible was considered but rejected because NQC and new courses represent unknown cutoff status rather than failed eligibility.

Files changed (4) +630 / -140

Enhancement (1) +28 / -11

official-handbook-query.tsIntroduce a separate cutoff-unavailable recommendation group +28/-11

Introduce a separate cutoff-unavailable recommendation group

• Adds Arts stream mappings for the newly resolved programmes. Courses meeting handbook requirements without a district cutoff now receive a dedicated group and deterministic alphabetical ordering instead of being marked ineligible.

backend/src/db/official-handbook-query.ts

Bug fix (2) +597 / -0

zscore_cutoffs_2025.jsonAdd missing music and aesthetic programme cutoffs +595/-0

Add missing music and aesthetic programme cutoffs

• Adds 85 district-level 2024/25 cutoff records for Creative Music Technology and Production, Drama & Theatre, Dance, Music, and Visual & Technological Arts.

HandBook/2025/zscore_cutoffs_2025.json

handbook-2025-normalizer.tsNormalize creative music and Vipulananda identities +2/-0

Normalize creative music and Vipulananda identities

• Adds aliases for the Sri Jayewardenepura creative music course and the canonical Swamy Vipulananda institute name. These mappings allow previously unmatched Section 9 rows to resolve to course identities.

backend/src/db/handbook-2025-normalizer.ts

Documentation (1) +5 / -129

data_quality_report.mdRefresh cutoff normalization quality metrics +5/-129

Refresh cutoff normalization quality metrics

• Updates normalized cutoff totals and issue counts after resolving 85 additional rows. Removes resolved aesthetic-programme mismatches and confirms that no cutoff rows remain pending review.

HandBook/2025/data_quality_report.md

[qodo-code-review]

Code Review by Qodo

🐞 Bugs (0) 📘 Rule violations (0) 📎 Requirement gaps (0)

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Qodo reviewed your code and found no material issues that require review

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