Add kafka-streams module: fraud detection topology tested with TopologyTestDriver
Similarity scoring, a 5-minute windowed count that alerts once, and a KTable blocklist join, with the Spring wiring on Spring Boot 4.1.1 and Kafka Streams 4.2.1. Co-Authored-By: Claude Sonnet 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01RjfyTgmERTWLqzafu34Cth
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Topologies:
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Sub-topology: 0
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Source: KSTREAM-SOURCE-0000000000 (topics: [transactions])
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--> KSTREAM-AGGREGATE-0000000005, KSTREAM-JOIN-0000000013, KSTREAM-MAPVALUES-0000000001
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Processor: KSTREAM-AGGREGATE-0000000005 (stores: [txn-count-5m])
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--> KTABLE-TOSTREAM-0000000006
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<-- KSTREAM-SOURCE-0000000000
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Processor: KSTREAM-MAPVALUES-0000000001 (stores: [])
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--> score
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<-- KSTREAM-SOURCE-0000000000
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Processor: KTABLE-TOSTREAM-0000000006 (stores: [])
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--> KSTREAM-FILTER-0000000007
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<-- KSTREAM-AGGREGATE-0000000005
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Processor: KSTREAM-FILTER-0000000007 (stores: [])
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--> KSTREAM-MAP-0000000008
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<-- KTABLE-TOSTREAM-0000000006
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Processor: score (stores: [])
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--> KSTREAM-FILTER-0000000003
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<-- KSTREAM-MAPVALUES-0000000001
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Processor: KSTREAM-FILTER-0000000003 (stores: [])
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--> KSTREAM-SINK-0000000004
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<-- score
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Processor: KSTREAM-JOIN-0000000013 (stores: [blocked-cards-STATE-STORE-0000000010])
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--> KSTREAM-SINK-0000000014
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<-- KSTREAM-SOURCE-0000000000
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Processor: KSTREAM-MAP-0000000008 (stores: [])
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--> KSTREAM-SINK-0000000009
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<-- KSTREAM-FILTER-0000000007
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Source: KSTREAM-SOURCE-0000000011 (topics: [blocked-cards])
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--> KTABLE-SOURCE-0000000012
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Sink: KSTREAM-SINK-0000000004 (topic: alerts)
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<-- KSTREAM-FILTER-0000000003
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Sink: KSTREAM-SINK-0000000009 (topic: alerts)
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<-- KSTREAM-MAP-0000000008
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Sink: KSTREAM-SINK-0000000014 (topic: alerts)
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<-- KSTREAM-JOIN-0000000013
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Processor: KTABLE-SOURCE-0000000012 (stores: [blocked-cards-STATE-STORE-0000000010])
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--> none
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<-- KSTREAM-SOURCE-0000000011
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