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Feature Engineering at AirBnb Using Chronon
To increase productivity and scalability when creating new features to use in machine learning models, AirBnb has built Chronon, a solution to create the infrastructure required to turn raw data into features for training and inference.
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Java News Roundup: Grails 6.0, PrimeFaces 13.0, JUnit 5.10, GraalVM, TornadoVM, New JEP Drafts
This week's Java roundup for July 24th, 2023, features news from OpenJDK, JDK 22, JDK 21, GraalVM Community Components 23.0.1, Spring Cloud 2022.0.4, Spring Security and Spring Shell point releases, Grails 6.0, TornadoVM 0.15.2, Liberica NIK 23.0.1, PrimeFaces 13.0, Quarkus 3.2.2, Hibernate Reactive 2.0.4, Micronaut 4.0.2, JBang 0.110, JHipster Lite 0.39, JUnit 5.10 and Gradle 8.3-RC2.
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GraalVM Gets Large Performance Boost, New Release Cadence and New License
The GraalVM Native Image Ahead-of-Time (AOT) compiler for Java creates native executables that start faster and use less memory. Oracle GraalVM for Java 17 and 20 makes three performance boosters free for production use under a new license. GraalVM will simultaneously release with Java, supporting the current Java and LTS versions, and the previous LTS version for one additional year.
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Android Studio Giraffe Now Stable
Android Studio Giraffe is now stable, bringing in the new IntelliJ 2022.3, a new IDE look and feel, improved Live Edit, Compose animation previews, and more.
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Why Your Workloads Do Not Run on Renewable Energy (Yet) and What to Do about it
Renewable energy is an important step on the way to fight climate change. The energy produced by burning fossil resources is one of the main drivers of carbon emissions. But running a datacenter on renewable energy all the time is difficult. Usually - with only a few exceptions - your workloads do not run on renewable energy.
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OpenJDK's JEP 451: Balancing Serviceability and Integrity in JVM
JEP 451, Prepare to Disallow the Dynamic Loading of Agents, has been completed from Target status for JDK 21. This JEP has evolved from its original intent to disallow the dynamic loading of agents into a running JVM by default to issue warnings when agents are dynamically loaded into a running JVM.
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LangChain - Working with Large Language Models, Made Easy
LangChain is a framework that simplifies working with large language models (LLMs) such as OpenAI GPT4 or Google PaLM by providing abstractions for common use cases. It supports both JavaScript and Python.
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Java News Roundup: WildFly 29, JDK 21 in RDP2, Helidon 4.0-M1, Oracle Critical Patch Updates
This week's Java roundup for July 17th, 2023, features news from JDK 22, JDK 21, JDK 20, BellSoft, releases of: Spring Boot; Spring Framework; Spring for GraphQL; Spring Session; Spring Integration and Spring HATEOAS; WildFly 29, Quarkus 3.2.1, Helidon 4.0-M1, Micronaut 4.0.1, Hibernate 6.3-CR1, MicroProfile Config 3.1, Infinispan 14.0.13, PrimeFaces 12.0.5, OpenXava 7.1.3 and Gradle 8.3-RC1.
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JetBrains Unveils AI Assistant for IntelliJ-Based IDEs and .NET Tools
JetBrains, the software development company known for creating the IntelliJ IDEA, has announced the introduction of a new AI Assistant in its Early Access Program (EAP) builds for all IntelliJ-based IDEs and .NET tools. This significant addition is aimed at transforming the landscape of software development tools by integrating generative AI and large language models into JetBrains' products.
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Bun Releases Native Bundler and Introduces Macros
Bun is an all-in-one toolkit for JavaScript and TypeScript apps that aims to replace Node.js. Bun has recently launched its fast native JavaScript bundler, bringing enhanced bundling capabilities to the Bun ecosystem. The new bundler, now in beta, offers a comprehensive set of features and tools to simplify and accelerate the process of building frontend applications.
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LinkedIn Adopts Protocol Buffers for Microservices Integration and Reduces Latency by up to 60%
LinkedIn adopted Protocol Buffers for exchanging data between microservices more efficiently across its platform and integrated it with Rest.li, their open-source REST framework. After the company-wide rollout, they reduced the latency by up to 60% and improved resource utilization at the same time.
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Introduction to Mojo Programming Language
Mojo is a newly presented programming language that combines the simplicity of Python with the speed and memory security of Rust. It is at an early stage of development and offers users an online playground to explore its features. Mojo aims for excellence in data science and machine learning, providing a fast alternative to Python. There are gradual plans to make it available to open-source.
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Kotlin 1.9 Brings New Language Features and Improved Multiplatform/Native Support
The latest release of Kotlin introduces a number of new language features, including the ..< operator for open ranges, extended regular expressions, and more. Additionally, it brings improvements to both Kotlin Multiplatform and Kotlin/Native.
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Micronaut 4.0.0 Brings Java Virtual Threads, GraalVM Support and Experimental HTTP/3 Features
The Micronaut Foundation has recently announced the general availability (GA) release of Micronaut Framework 4.0.0. This major release brings a plethora of updates and improvements to the popular JVM-based framework, enhancing its performance, modularity, and compatibility with other technologies.
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Visual Studio 2022 17.7 Preview 3 with Productivity Updates
Microsoft has released the third preview of Visual Studio 2022 version 17.7. Preview 3 brings a range of improvements and features aimed at enhancing developer productivity and helping maintain clean code. Preview 3 is focused on a new tool called # includes cleanup for C++ developers. The latest version is already available for download.