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cv usk
@cv_usk
AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture 投稿は個人の意見です。
加入 May 2026
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TL;DR Uber Freight supports search across 40+ microservices and nearly 100 data sources by composing one shared index from independently owned fragments. Title: Freight Search: Composing a Shared Search Index from Independently Owned Fragments URL: Key points ・🧩 Each index field comes from exactly one fragment, so ownership never conflicts ・🧱 Fragments merge into one denormalized document, so queries need no joins ・⚙️ Spark handles bootstrap; Flink with CDC handles live ingestion, with changes searchable in seconds ・🏷 Mappings are generated from Java annotations, so the class is the single source of truth ・🔗 Declare @/LinkedEntity or a fold function and the platform handles parent-child denormalization and 1:N aggregation ・🔄 The SIA-to-OpenSearch migration touched only a few places and applied to every entity ・📈 About 300 fragments across 20+ indices, thousands of queries per second, p99 in hundreds of milliseconds Separating business definitions from platform internals is what let the design survive an engine migration. #Uber# #SearchInfrastructure#
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