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dimension management

2 articles · Page 1 of 1
Smart Sea Tide
Smart Sea Tide
Oct 31, 2025 · Big Data

Practical Guide to Building a Data Warehouse Metric System

The article analyzes common pain points in data‑warehouse metric management from business, technical, and product perspectives, outlines unified goals, defines a comprehensive model—including data domains, dimensions, atomic, derived, and composite metrics—and presents a step‑by‑step process for designing, implementing, and governing a scalable metric system.

DWM layerData ModelingData Warehouse
0 likes · 13 min read
Practical Guide to Building a Data Warehouse Metric System
Youzan Coder
Youzan Coder
Mar 13, 2020 · Big Data

Metric Library: Indicator Management System Practice at YouZan

YouZan’s Metric Library is a unified indicator management system that resolves inconsistent metric definitions, duplicate development, and unclear lineage by standardizing dimensions, atomic metrics, modifiers, and automatically generating derived metrics, then supporting scheduling, batch operations, and online APIs through integration with its data warehouse and service platforms.

Business IntelligenceDerived MetricsIndicator System
0 likes · 13 min read
Metric Library: Indicator Management System Practice at YouZan