software. He holds a master's degree in computer science from Columbia University. Title : Behavior-driven Tests for Microservices-based Algo Trading System Summary : Introduction : This poster will

meet Python Yongpan Sheng 目录 CONTENTS The Pipeline of Knowledge Graph Construction by Data- driven manner Python Tools for Graph Data Management Domain-specific Knowledge Graph Construction Preliminaries A robot brain needs knowledge base to understand the word Preliminaries 本页PPT借鉴于复旦大学肖仰华老师 《Data-driven Approaches for Large-scale Knowledge Graph Construction》 Knowledge Graph – KG引领KE复兴  Common large-scale of Knowledge Graph Construction by Data- driven manner Python Tools for Graph Data Management Domain-specific Knowledge Graph Construction 1 Data-driven approaches for large-scale KG construction

Rising Competition + Open-Source Momentum + China’s Rise • AI & Physical World Ramps = Fast + Data-Driven • Global Internet User Ramps Powered by AI from Get-Go = Growth We Have Not Seen Likes of Before USA) USA 2014 20236 …Charts Paint Thousands of Words AI & Physical World Ramps = Fast + Data-Driven 6 A Ride Share vs. Autonomous Taxi Provider, San Francisco Operating Zone Market Share Source: Rising Competition + Open-Source Momentum + China’s Rise • AI & Physical World Ramps = Fast + Data-Driven • Global Internet User Ramps Powered by AI from Get-Go = Growth We Have Not Seen Likes of Before

. . . . . . . . . . . . . . . . . . . . . . . . . . 39 4.3.2. Asynchronous reception: Message-Driven POJOs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 4.3.3. Using the . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44 4.5. Annotation-driven Listener Endpoints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Spring portfolio also features Spring Web Services, which is a solution for contract-first, document-driven web services — highly recommended for building modern, future-proof web services. 2.3.1. Exposing

ConversionService Using a ConversionService programmatically Spring Field Formatting Formatter SPI Annotation-driven Formatting Format Annotation API FormatterRegistry SPI FormatterRegistrar SPI Configuring Formatting Configuring a Bean Validation Provider Injecting a Validator Configuring Custom Constraints Spring-driven Method Validation Additional Configuration Options Configuring a DataBinder Spring MVC 3 Validation pointcuts Convenience pointcut implementations Static pointcuts Regular expression pointcuts Attribute-driven pointcuts Dynamic pointcuts Control flow pointcuts Pointcut superclasses Custom pointcuts Advice

ConversionService Using a ConversionService programmatically Spring Field Formatting Formatter SPI Annotation-driven Formatting Format Annotation API FormatterRegistry SPI FormatterRegistrar SPI Configuring Formatting Configuring a Bean Validation Provider Injecting a Validator Configuring Custom Constraints Spring-driven Method Validation Additional Configuration Options Configuring a DataBinder Spring MVC 3 Validation pointcuts Convenience pointcut implementations Static pointcuts Regular expression pointcuts Attribute-driven pointcuts Dynamic pointcuts Control flow pointcuts Pointcut superclasses Custom pointcuts Advice

................................................................................. 187 Annotation-driven Formatting ........................................................................... 188 Format Configuring Custom Constraints .............................................................. 193 Spring-driven Method Validation .............................................................. 194 Additional AbstractAdvisorAutoProxyCreator ............................................................ 286 Using metadata-driven auto-proxying ............................................................... 286 12.10. Using TargetSources

................................................................................. 179 Annotation-driven Formatting ........................................................................... 180 Format .... 185 Spring Framework Reference Documentation 4.3.2.RELEASE Spring Framework viii Spring-driven Method Validation .............................................................. 186 Additional AbstractAdvisorAutoProxyCreator ............................................................ 279 Using metadata-driven auto-proxying ............................................................... 279 12.10. Using TargetSources

Cities f https://medium.com/@adrianbooth/test-driven-development-wars-detroit-vs-london- classicist-vs-mockist-9956c78ae95 Adrian Booth, Test Driven Development Wars: Detroit vs London, Classicist Mockist Maciej Falski, Detroit and London Schools of Test-Driven Developement https://blog.devgenius.io/detroit-and-london-schools-of-test-driven-development- 3d2f8dca71e5 Test Doubles (Mocks, Fakes, Wright and Winters: "Tests should read like a novel" The "AAA" pattern: Arrange Act Assert Behavior-Driven Development: Given When Then REMOVE ??? 53Readability The ultimate unit test readability goal:

decisions, actions, and innovation, higher efficiency, cost savings, and revenue growth powered by data-driven intelligence. For example: FMCG & Manufacturing need real-time production dashboards and historical and real-time monitoring. It helps businesses detect patterns, optimize operations, and drive data-driven strategies. Search enables instant data retrieval by indexing structured and unstructured information Real-Time Processing – Handling large-scale data efficiently is crucial for real-time analytics, AI-driven decision-making, and intelligent search. However, many organizations lack a scalable infrastructure