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pom.xml	pom.xml
run.sh	run.sh

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Personalization

Orchestrates personalization through a multi-stage Conductor workflow.

Input: userId, sessionId, pageContext | Timeout: 60s

Pipeline

per_collect_profile
    │
per_segment_user
    │
per_select_content
    │
per_rank_content
    │
per_serve_content

CollectProfileWorker (per_collect_profile)

Reads interests. Outputs interests, demographics, region, accountAge.

RankContentWorker (per_rank_content)

Reads rankedItems. Outputs rankedItems, rankingModel.

SegmentUserWorker (per_segment_user)

Reads segment. Outputs segment, subSegments, confidence.

SelectContentWorker (per_select_content)

Reads candidates. Outputs candidates, id, title, score.

ServeContentWorker (per_serve_content)

Reads servedCount. Outputs servedCount, responseTimeMs, cacheHit, experimentId.

4 tests cover valid inputs, boundary values, null handling, and error paths.

mvn test

Run this example: see RUNNING.md for setup, build, and CLI instructions.