Sangeetha-Grantha

TRACK-009: Bulk Import Review Workflow & Auto-Approval

Metadata	Value
Status	Completed
Owner	Frontend/Backend Team
Priority	Medium
Related Tracks	TRACK-001, TRACK-004

1. Goal

Streamline the review process for bulk-imported Krithis (Phase 4). Given the volume (1,200+), manual review of every single item is inefficient. We need batch-level review tools and auto-approval capabilities for high-confidence matches.

2. Problem Statement

• Volume: Reviewing 1,200 items one-by-one takes too long.
• Context: Reviewers need to see items in the context of their batch (e.g., “All Thyagaraja imports”).
• Efficiency: Many imports will be perfect (high confidence). These should be auto-approved or approved in bulk.

3. Implementation Plan

3.1 Backend Enhancements

• Auto-Approval Logic:
  • Implement AutoApprovalService that runs after Entity Resolution.
  • Rules: If composer_confidence > 0.95 AND raga_confidence > 0.95 AND title_match > 0.90 -> Set status APPROVED automatically (or AUTO_APPROVED).
• Bulk API:
  • POST /v1/admin/bulk-import/batches/{id}/approve-all: Approve all pending items in a batch.
  • POST /v1/admin/bulk-import/batches/{id}/reject-all: Reject all pending items.

3.2 Frontend Enhancements (Batch Dashboard)

• Batch Filter: Add “Filter by Batch” dropdown to the main Review Queue.
• Batch Stats: Show “Ready for Review”, “Auto-Approved”, “Rejected” counts per batch.
• Bulk Actions: Add “Approve All” / “Reject All” buttons to the Batch Detail view.

4. Progress Log

• Backend: Implement AutoApprovalService.
• Backend: Create Bulk Approval/Rejection APIs.
• Frontend: Add Batch Filter to Review Queue. (Logic added via ListByBatch API, UI filter already handles by selected batch context)
• Frontend: Implement Bulk Action buttons in Batch Detail.