inRiver ETL - AI-DLC

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AI-DLC State Tracking ​

Project Information ​

  • Project Type: Greenfield (ETL/Data Pipeline)
  • Start Date: 2026-02-26T15:27:02-07:00
  • Current Stage: CONSTRUCTION - Build and Test

Workspace State ​

  • Existing Code: Yes — inriver-pipeline/ directory
  • Reverse Engineering Needed: No
  • Workspace Root: /Users/pmccluskey/work/documentation/inriver

Code Location Rules ​

  • Application Code: inriver-pipeline/ in workspace root
  • Documentation: aidlc-docs/ for AI-DLC artifacts, inriver-pipeline/docs/ for pipeline docs
  • Structure patterns: See code-generation-plan.md

Stage Progress ​

🔵 INCEPTION PHASE ​

  • [x] Workspace Detection
  • [x] Requirements Analysis
  • [x] Requirements Approved (Phase 1: 2026-04-21)
  • [x] User Stories Approved (2026-04-21)
  • [x] Workflow Planning — APPROVED (2026-04-22)
  • Application Design — SKIP
  • Units Generation — SKIP

🟢 CONSTRUCTION PHASE ​

  • Functional Design — SKIP
  • NFR Requirements + Design — SKIP
  • Infrastructure Design — SKIP
  • [x] Code Generation — COMPLETE (2026-04-27)
  • [ ] Build and Test — IN PROGRESS

🟡 OPERATIONS PHASE ​

  • [ ] Operations — PLACEHOLDER

Current Status ​

  • Lifecycle Phase: CONSTRUCTION
  • Current Stage: Build and Test
  • Next Stage: Operations (future)
  • Status: Code generation complete. Validating with real Gemaire data. ChannelNode ingestion working with new ChannelStructure format. Awaiting inRiver team response on missing SEO attributes.

Code Generation Summary ​

  • Steps completed: 0-7 (Docker env → Config → SQL → Delta Loader → CSV Generator → DAGs → README)
  • Tests: 70 passing (delta_loader: 27, csv_generator: 39, DAGs: 4)
  • End-to-end validated: 923MB Gemaire JSONL → 6,348 products → 7,094 items across 4 CSVs
  • Key features: Full load reconciliation (last_seen_at sweep), dual-ID resolution, config-driven CSV generation, source_table routing

Build and Test Progress ​

  • [x] End-to-end load with real Gemaire data (41 files, 923MB)
  • [x] Day-over-day comparison (deterministic output confirmed)
  • [x] Full load reconciliation tested (3 scenarios: full+deltas, stale deltas skipped, sweep)
  • [x] Insert/update counter validated (xmax-based detection)
  • [x] ChannelNode ingestion from ChannelStructure JSONL (318 Gemaire nodes)
  • [x] category.csv generation with new format (ParentId, SortOrder, Children)
  • [ ] Compare generated CSVs against existing Heiler CSVs
  • [ ] Test with Blower import
  • [ ] Deploy to MWAA (single BU)

Open Blockers ​

  1. ChannelNode SEO attributes — Missing from ChannelStructure format (IsAnchor, MetaTitle, MetaDescription, IncludeInMenu). Email sent to inRiver team 2026-04-29.
  2. Attribute IDs (Risk 5) — Blocks attributes.csv, attributemap.csv, Item_free_attributes.csv, item_structure_features.csv
  3. Value mappings — en→English, normal→Standard image for Blower compatibility
  4. Remaining CSVs — 8 of 12 Heiler CSVs not yet mapped (blocked on above)