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Chen Tian Universe
Chen Tian Universe
Apr 17, 2026 · Industry Insights

How to Bridge Business and Finance: A Practical Guide to Business‑Finance Integration

This article explains the challenges of monthly financial closing, defines business‑finance integration, introduces the accounting‑engine concept as a translation layer, presents a five‑point implementation model, and offers concrete steps, rule structures, and UI prototypes for automating the data flow between business operations and financial systems.

Data MappingERPaccounting engine
0 likes · 18 min read
How to Bridge Business and Finance: A Practical Guide to Business‑Finance Integration
Zhuanzhuan Tech
Zhuanzhuan Tech
Jun 11, 2025 · Backend Development

Transform JSON Seamlessly with Jolt: From Hard‑Coded Logic to Configurable Rules

This article introduces Jolt, an open‑source Java library for JSON‑to‑JSON transformation, explains its advantages over traditional hard‑coded conversion, demonstrates core operations and custom extensions with code examples, shows how to integrate it into Spring Boot, and outlines future plans for a visual drag‑and‑drop configuration tool.

Configuration ManagementData MappingJSON transformation
0 likes · 17 min read
Transform JSON Seamlessly with Jolt: From Hard‑Coded Logic to Configurable Rules
Code Mala Tang
Code Mala Tang
Mar 17, 2025 · Backend Development

How to Efficiently Map Dictionaries to Python Classes: From Namedtuple to Pydantic

Mapping external data such as MongoDB query results or API responses to Python class attributes can be done manually, but this article explores several automated approaches—including namedtuple, setattr, a custom ModelBase/Type mapper, and Pydantic—detailing implementation, error handling, and performance benchmarks to guide developers in choosing the optimal solution.

Data MappingNamedtuplePydantic
0 likes · 12 min read
How to Efficiently Map Dictionaries to Python Classes: From Namedtuple to Pydantic
Baidu Geek Talk
Baidu Geek Talk
May 31, 2022 · Frontend Development

How Baidu’s AMIS Powers the Aisuda Low‑Code Platform: Architecture, Rendering, and API Integration

This article provides a comprehensive technical overview of Baidu's AMIS low‑code front‑end framework and the Aisuda platform, covering its architecture, JSON‑to‑React rendering pipeline, data domain handling, API mapping, visual editor, and supporting backend services for enterprise use.

API proxyData MappingVisual Editor
0 likes · 22 min read
How Baidu’s AMIS Powers the Aisuda Low‑Code Platform: Architecture, Rendering, and API Integration
DevOps
DevOps
Mar 16, 2021 · Big Data

Digital Transformation Six‑Map Methodology: Strategic, Business, Demand, Application, Algorithm, and Data Maps

The article presents a comprehensive six‑map framework for digital transformation—strategic, business, demand, application, algorithm, and data maps—explaining how enterprises can systematically align goals, processes, requirements, technologies, models, and data assets to achieve effective, data‑driven change.

Data MappingDigital Transformationalgorithm
0 likes · 18 min read
Digital Transformation Six‑Map Methodology: Strategic, Business, Demand, Application, Algorithm, and Data Maps
FunTester
FunTester
Jun 18, 2020 · Backend Development

How to Read a Map from MySQL with MyBatis and Resolve ClassCastException

This article walks through extracting service‑host mappings from MySQL using MyBatis, handling a Long‑to‑String conversion error, and demonstrates an insert‑select SQL pattern that requires column aliases to avoid duplicate‑column errors, complete with XML and Java code examples.

BackendData MappingJava
0 likes · 6 min read
How to Read a Map from MySQL with MyBatis and Resolve ClassCastException
Sohu Tech Products
Sohu Tech Products
Apr 15, 2020 · Mobile Development

Swift-Based Conversion Between Realm.Object and Business Models Using Protocols

This article explains how to implement a Swift‑centric conversion framework that maps Realm.Object instances to plain business models and vice versa by defining protocols, leveraging Mirror for reflection, handling basic and complex types, and providing generic solutions for collections and optionals.

Data MappingMobile DevelopmentRealm
0 likes · 13 min read
Swift-Based Conversion Between Realm.Object and Business Models Using Protocols
vivo Internet Technology
vivo Internet Technology
Nov 17, 2017 · Big Data

Elasticsearch Search Tuning Guide: Part 2 - Index Optimization, Mapping, Scripts, and Segment Merging

The second part of the Elasticsearch search‑tuning series explains how to pre‑index data, choose appropriate keyword or text mappings, minimize script use by preferring Painless or Lucene expressions, and efficiently force‑merge read‑only indices into single segments for better performance.

Data MappingElasticsearchForce Merge
0 likes · 8 min read
Elasticsearch Search Tuning Guide: Part 2 - Index Optimization, Mapping, Scripts, and Segment Merging