Ultimate Monorepo and Bazel for Building Apps at Scale: Level Up Your Large-Scale Application Development with Monorepo and Bazel for Enhanced Productivity, Scalability, and Integration (English Edition) PDF Download
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Author: Javier Antoniucci
Publisher: Orange Education Pvt Ltd
ISBN: 8197223912
Category : Computers
Languages : en
Pages : 390
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Book Description
TAGLINE Unlock Next-Level Scalable App Development with Monorepo and Bazel KEY FEATURES ● Unleash the transformative power of Monorepos with Bazel, revolutionizing your development workflow. ● Elevate your build system to unmatched levels of efficiency and reliability through comprehensive Bazel mastery. ● Propel yourself into the future of software development by mastering Bazel and harnessing the potential of Monorepo architecture. ● Optimize your builds for peak efficiency and unwavering reliability with expert insights and techniques in Bazel utilization. ● Unlock the gateway to scalable applications by leveraging the dynamic synergy of Bazel and Monorepo for unparalleled success. DESCRIPTION “Ultimate Scalable Monorepo Apps with Bazel" is the go-to guide for developers and engineers looking to maximize the potential of Bazel within a monorepo setup. It explores the intricacies of building large-scale applications, contrasting the monorepo approach with polyrepo setups and highlighting benefits like streamlined dependency management and improved collaboration. Through practical examples and real-world case studies, you'll learn how to harness Bazel's features for faster build times and consistent results across environments. Structured to cover all aspects of Bazel and monorepo development, from initial setup to advanced topics like custom rule creation and dependency management, this book provides actionable insights to enhance your development workflow. This guide equips you with the knowledge and skills to efficiently manage large codebases and contribute to more robust, scalable, and maintainable software projects. By the end, readers will be equipped to efficiently manage large codebases, leverage Bazel’s capabilities to speed up build and test processes, and ultimately, contribute to more robust, scalable, and maintainable software projects. WHAT WILL YOU LEARN ● Understand the fundamentals and importance of Bazel in modern development practices. ● Dive into the essentials of setting up and configuring Bazel for your projects. ● Explore the intricacies of defining build rules and optimizing configurations for efficient builds. ● Learn strategies for designing and executing scalable and comprehensive tests within a monorepo environment. ● Master effective dependency management techniques and version control practices. ● Discover techniques for streamlining your development workflow with Bazel integration. ● Analyze real-world case studies and examples to see Bazel in action and learn from practical scenarios. WHO IS THIS BOOK FOR? This book is tailored for software developers and architects who have a foundational understanding of software development principles and are looking to delve into the nuances of building large-scale applications using a monorepo structure and Bazel. Prior knowledge of basic version control concepts and familiarity with any programming language are essential for fully benefiting from this book. TABLE OF CONTENTS 1. Introduction 2. Getting Started with Bazel 3. Bazel Build Rules and Configuration 4. Testing Strategies in a monorepo 5. Dependency Management and Versioning 6. Hello-World Using Other Languages and Platforms 7. Streamlining Development Workflow 8. Structuring Monorepos for Success 9. Managing Large Codebases and Scale 10. Building and Deploying Services 11. Monitoring and Debugging Bazel 12. Advanced Bazel Concepts 13. Case Studies and Real-World Examples 14. Future Trends and Considerations APPENDIX A Bazel Cheat Sheet APPENDIX B Additional Resources Index
Author: Javier Antoniucci
Publisher: Orange Education Pvt Ltd
ISBN: 8197223912
Category : Computers
Languages : en
Pages : 390
Get Book Here
Book Description
TAGLINE Unlock Next-Level Scalable App Development with Monorepo and Bazel KEY FEATURES ● Unleash the transformative power of Monorepos with Bazel, revolutionizing your development workflow. ● Elevate your build system to unmatched levels of efficiency and reliability through comprehensive Bazel mastery. ● Propel yourself into the future of software development by mastering Bazel and harnessing the potential of Monorepo architecture. ● Optimize your builds for peak efficiency and unwavering reliability with expert insights and techniques in Bazel utilization. ● Unlock the gateway to scalable applications by leveraging the dynamic synergy of Bazel and Monorepo for unparalleled success. DESCRIPTION “Ultimate Scalable Monorepo Apps with Bazel" is the go-to guide for developers and engineers looking to maximize the potential of Bazel within a monorepo setup. It explores the intricacies of building large-scale applications, contrasting the monorepo approach with polyrepo setups and highlighting benefits like streamlined dependency management and improved collaboration. Through practical examples and real-world case studies, you'll learn how to harness Bazel's features for faster build times and consistent results across environments. Structured to cover all aspects of Bazel and monorepo development, from initial setup to advanced topics like custom rule creation and dependency management, this book provides actionable insights to enhance your development workflow. This guide equips you with the knowledge and skills to efficiently manage large codebases and contribute to more robust, scalable, and maintainable software projects. By the end, readers will be equipped to efficiently manage large codebases, leverage Bazel’s capabilities to speed up build and test processes, and ultimately, contribute to more robust, scalable, and maintainable software projects. WHAT WILL YOU LEARN ● Understand the fundamentals and importance of Bazel in modern development practices. ● Dive into the essentials of setting up and configuring Bazel for your projects. ● Explore the intricacies of defining build rules and optimizing configurations for efficient builds. ● Learn strategies for designing and executing scalable and comprehensive tests within a monorepo environment. ● Master effective dependency management techniques and version control practices. ● Discover techniques for streamlining your development workflow with Bazel integration. ● Analyze real-world case studies and examples to see Bazel in action and learn from practical scenarios. WHO IS THIS BOOK FOR? This book is tailored for software developers and architects who have a foundational understanding of software development principles and are looking to delve into the nuances of building large-scale applications using a monorepo structure and Bazel. Prior knowledge of basic version control concepts and familiarity with any programming language are essential for fully benefiting from this book. TABLE OF CONTENTS 1. Introduction 2. Getting Started with Bazel 3. Bazel Build Rules and Configuration 4. Testing Strategies in a monorepo 5. Dependency Management and Versioning 6. Hello-World Using Other Languages and Platforms 7. Streamlining Development Workflow 8. Structuring Monorepos for Success 9. Managing Large Codebases and Scale 10. Building and Deploying Services 11. Monitoring and Debugging Bazel 12. Advanced Bazel Concepts 13. Case Studies and Real-World Examples 14. Future Trends and Considerations APPENDIX A Bazel Cheat Sheet APPENDIX B Additional Resources Index
Author: P.J. McNerney
Publisher: Apress
ISBN: 1484251946
Category : Computers
Languages : en
Pages : 197
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Book Description
Discover Bazel, a new build and software test set of tools for today's programmers and developers. This book shows you how to speed up your builds and tests, and how to use Bazel in the context of your favorite programming language. You'll see that the languages and SDKs supported include Java, Android, iOS, and Go. What You Will LearnUse Bazel as a build toolTest software with Bazel Work with Java, C++, Android, iOS, Go, and other programming languagesRun Bazel on Linux, macOS, and WindowsScale and extend Bazel to other languages and platforms Who This Book Is For Experienced programmers looking for alternative build/test tools.
Author: Jay Vyas
Publisher: Simon and Schuster
ISBN: 1617297550
Category : Computers
Languages : en
Pages : 334
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Book Description
Take a deep dive into Kubernetes inner components and discover what really powers a Kubernetes cluster. This in-depth guide shines a light on Kubernetes' murky internals, to help you better plan cloud native architectures and ensure the reliability of your systems. To build and operate reliable Kubernetes-based systems, you need to understand what's going on below the surface. Core Kubernetes is an in-depth guide to Kubernetes' internal workings written by Kubernetes contributors Chris Love and Jay Vyas. It's packed with experience-driven insights and advanced techniques you won't find anywhere else. You'll understand the unique security concerns of container-based applications, minimize costly unused capacity, and get pro tips for maximizing performance. Diagrams, labs, and hands-on examples ensure that the complex ideas are easy to understand and practical to apply.
Author: Karthikeyan NG
Publisher: Packt Publishing Ltd
ISBN: 1788998464
Category : Computers
Languages : en
Pages : 240
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Book Description
Bring magic to your mobile apps using TensorFlow Lite and Core ML Key FeaturesExplore machine learning using classification, analytics, and detection tasks.Work with image, text and video datasets to delve into real-world tasksBuild apps for Android and iOS using Caffe, Core ML and Tensorflow LiteBook Description Machine learning is a technique that focuses on developing computer programs that can be modified when exposed to new data. We can make use of it for our mobile applications and this book will show you how to do so. The book starts with the basics of machine learning concepts for mobile applications and how to get well equipped for further tasks. You will start by developing an app to classify age and gender using Core ML and Tensorflow Lite. You will explore neural style transfer and get familiar with how deep CNNs work. We will also take a closer look at Google’s ML Kit for the Firebase SDK for mobile applications. You will learn how to detect handwritten text on mobile. You will also learn how to create your own Snapchat filter by making use of facial attributes and OpenCV. You will learn how to train your own food classification model on your mobile; all of this will be done with the help of deep learning techniques. Lastly, you will build an image classifier on your mobile, compare its performance, and analyze the results on both mobile and cloud using TensorFlow Lite with an RCNN. By the end of this book, you will not only have mastered the concepts of machine learning but also learned how to resolve problems faced while building powerful apps on mobiles using TensorFlow Lite, Caffe2, and Core ML. What you will learnDemystify the machine learning landscape on mobileAge and gender detection using TensorFlow Lite and Core MLUse ML Kit for Firebase for in-text detection, face detection, and barcode scanningCreate a digit classifier using adversarial learningBuild a cross-platform application with face filters using OpenCVClassify food using deep CNNs and TensorFlow Lite on iOS Who this book is for Machine Learning Projects for Mobile Applications is for you if you are a data scientist, machine learning expert, deep learning, or AI enthusiast who fancies mastering machine learning and deep learning implementation with practical examples using TensorFlow Lite and CoreML. Basic knowledge of Python programming language would be an added advantage.
Author: Anis Koubaa
Publisher: Springer Nature
ISBN: 303045956X
Category : Technology & Engineering
Languages : en
Pages : 391
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Book Description
This book is the fifth volume in the successful book series Robot Operating System: The Complete Reference. The objective of the book is to provide the reader with comprehensive coverage on the Robot Operating System (ROS), which is currently considered to be the primary development framework for robotics applications, and the latest trends and contributing systems. The content is divided into six parts. Pat I presents for the first time the emerging ROS 2.0 framework, while Part II focuses on multi-robot systems, namely on SLAM and Swarm coordination. Part III provides two chapters on autonomous systems, namely self-driving cars and unmanned aerial systems. In turn, Part IV addresses the contributions of simulation frameworks for ROS. In Part V, two chapters explore robotic manipulators and legged robots. Finally, Part VI presents emerging topics in monocular SLAM and a chapter on fault tolerance systems for ROS. Given its scope, the book will offer a valuable companion for ROS users and developers, helping them deepen their knowledge of ROS capabilities and features.
Author: Karthikeyan NG
Publisher: Packt Publishing Ltd
ISBN: 1789347041
Category : Computers
Languages : en
Pages : 303
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Book Description
Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch Key FeaturesBuild practical, real-world AI projects on Android and iOSImplement tasks such as recognizing handwritten digits, sentiment analysis, and moreExplore the core functions of machine learning, deep learning, and mobile visionBook Description We’re witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision. This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms. By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users. What you will learnExplore the concepts and fundamentals of AI, deep learning, and neural networksImplement use cases for machine vision and natural language processingBuild an ML model to predict car damage using TensorFlowDeploy TensorFlow on mobile to convert speech to textImplement GAN to recognize hand-written digitsDevelop end-to-end mobile applications that use AI principlesWork with popular libraries, such as TensorFlow Lite, CoreML, and PyTorchWho this book is for Mobile Artificial Intelligence Projects is for machine learning professionals, deep learning engineers, AI engineers, and software engineers who want to integrate AI technology into mobile-based platforms and applications. Sound knowledge of machine learning and experience with any programming language is all you need to get started with this book.
Author: Antonio Gulli
Publisher: Packt Publishing Ltd
ISBN: 1788291867
Category : Computers
Languages : en
Pages : 526
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Book Description
Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1.x About This Book Skill up and implement tricky neural networks using Google's TensorFlow 1.x An easy-to-follow guide that lets you explore reinforcement learning, GANs, autoencoders, multilayer perceptrons and more. Hands-on recipes to work with Tensorflow on desktop, mobile, and cloud environment Who This Book Is For This book is intended for data analysts, data scientists, machine learning practitioners and deep learning enthusiasts who want to perform deep learning tasks on a regular basis and are looking for a handy guide they can refer to. People who are slightly familiar with neural networks, and now want to gain expertise in working with different types of neural networks and datasets, will find this book quite useful. What You Will Learn Install TensorFlow and use it for CPU and GPU operations Implement DNNs and apply them to solve different AI-driven problems. Leverage different data sets such as MNIST, CIFAR-10, and Youtube8m with TensorFlow and learn how to access and use them in your code. Use TensorBoard to understand neural network architectures, optimize the learning process, and peek inside the neural network black box. Use different regression techniques for prediction and classification problems Build single and multilayer perceptrons in TensorFlow Implement CNN and RNN in TensorFlow, and use it to solve real-world use cases. Learn how restricted Boltzmann Machines can be used to recommend movies. Understand the implementation of Autoencoders and deep belief networks, and use them for emotion detection. Master the different reinforcement learning methods to implement game playing agents. GANs and their implementation using TensorFlow. In Detail Deep neural networks (DNNs) have achieved a lot of success in the field of computer vision, speech recognition, and natural language processing. The entire world is filled with excitement about how deep networks are revolutionizing artificial intelligence. This exciting recipe-based guide will take you from the realm of DNN theory to implementing them practically to solve the real-life problems in artificial intelligence domain. In this book, you will learn how to efficiently use TensorFlow, Google's open source framework for deep learning. You will implement different deep learning networks such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Deep Q-learning Networks (DQNs), and Generative Adversarial Networks (GANs) with easy to follow independent recipes. You will learn how to make Keras as backend with TensorFlow. With a problem-solution approach, you will understand how to implement different deep neural architectures to carry out complex tasks at work. You will learn the performance of different DNNs on some popularly used data sets such as MNIST, CIFAR-10, Youtube8m, and more. You will not only learn about the different mobile and embedded platforms supported by TensorFlow but also how to set up cloud platforms for deep learning applications. Get a sneak peek of TPU architecture and how they will affect DNN future. By using crisp, no-nonsense recipes, you will become an expert in implementing deep learning techniques in growing real-world applications and research areas such as reinforcement learning, GANs, autoencoders and more. Style and approach This book consists of hands-on recipes where you'll deal with real-world problems. You'll execute a series of tasks as you walk through data mining challenges using TensorFlow 1.x. Your one-stop solution for common and not-so-common pain points, this is a book that you must have on the shelf.
Author: Valerio De Sanctis
Publisher: Packt Publishing Ltd
ISBN: 1803233648
Category : Computers
Languages : en
Pages : 781
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Book Description
Design, build and deploy robust web applications using ASP.NET 6, Angular 13, and Entity Framework Core Key FeaturesThe most up-to-date book that covers cutting-edge features released in ASP.NET Core 6 and Angular 13Create a production-ready Single-Page Application (SPA) or Progressive Web Application (PWA)Adopt a full-stack approach to handle data management, API documentation, Web APIs, end-to-end testing, security, and deploymentBook Description Every full-stack ninja needs the tools to operate on front-end and back-end application development. This web app development book takes a hands-on, project-based approach to provide you with all the tools and techniques that web developers need to create, debug, and deploy efficient web applications using ASP.NET Core and Angular. The fifth edition has been updated to cover advanced topics such as Minimal APIs, Web APIs with GraphQL, real-time updates with SignalR, and new features in .NET 6 and Angular 13. You begin by building a data model with Entity Framework Core, alongside utilizing the Entity Core Fluent API and EntityTypeConfiguration class. You'll learn how to fetch and display data and handle user input with Angular reactive forms and front-end and back-end validators for maximum effect. Later, you will perform advanced debugging and explore the unit testing features provided by xUnit.net (.NET 6) and Jasmine, as well as Karma for Angular. After adding authentication and authorization to your apps, you will explore progressive web applications, learning about their technical requirements, testing processes, and how to convert a standard web application to a PWA. By the end of this web development book, you will understand how to tie together the front-end and back-end to build and deploy secure and robust web applications. What you will learnUse the new Visual Studio Standalone TypeScript Angular templateImplement and consume a Web API interface with ASP.NET CoreSet up an SQL database server using a local instance or a cloud datastorePerform C# and TypeScript debugging using Visual Studio 2022Create TDD and BDD unit tests using xUnit, Jasmine, and KarmaPerform DBMS structured logging using providers such as SeriLogDeploy web apps to Azure App Service using IIS, Kestrel, and NGINXLearn to develop fast and flexible Web APIs using GraphQLAdd real-time capabilities to Angular apps with ASP.NET Core SignalRWho this book is for This book is for experienced ASP.NET developers who already possess some familiarity with ASP.NET Core and Angular and are looking to learn how to use them effectively together. The fully documented code samples (also available on GitHub) and the step-by-step implementation tutorials make this book easy to follow.
Author: Valerio De Sanctis
Publisher: Packt Publishing Ltd
ISBN: 180512210X
Category : Computers
Languages : en
Pages : 805
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Book Description
Build robust, scalable web applications using ASP.NET Core 8, Angular, and Entity Framework Core Purchase of the print or Kindle book includes a free PDF eBook Key Features Combine ASP.NET Core and Angular to build highly versatile web applications Create a production-ready Single-Page Application (SPA) or Progressive Web Application (PWA) Adopt a full-stack approach to handle data management, API documentation, Web APIs, end-to-end testing, security, and deployment Book DescriptionIf you want to learn how to use ASP.NET Core with Angular effectively, this hands-on guide is for you. Improve the way you create, debug, and deploy web applications while keeping up to date with the latest developments in .NET 8 and modern Angular, including .NET Minimal APIs and the new Angular standalone API defaults. You’ll begin by setting up SQL Server 2022 and building a data model with Entity Framework Core. You’ll progress to fetching and displaying data, handling user input with Angular reactive forms, and implementing front-end and back-end validators for maximum effect. After that, you will perform advanced debugging and explore unit testing features with xUnit for .NET, and Jasmine and Karma for Angular. You’ll use Identity API endpoints in ASP.NET Core and functional route guards in Angular to add authentication and authorization to your apps. Finally, you’ll learn how to deploy to Windows, Linux, and Azure. By the end of this book, you will understand how to tie together the front-end and back-end to build and deploy secure and robust web applications.What you will learn Explore the new Angular and ASP.NET Core template with Visual Studio 2022 Use modern interfaces and patterns such as the HTML5 pushState API, webhooks, and UI data bindings Add real-time capabilities to Angular apps with SignalR and gRPC Implement authentication and authorization using JWTs Perform DBMS structured logging using providers such as SeriLog Convert a standard web application to a progressive web application (PWA) Deploy an Angular app to Azure Static Web Apps Add GraphQL support to back-end and front-end using HotChocolate and Apollo Angular Who this book is for This book is for developers who have some familiarity with ASP.NET Core and Angular and want to learn how to use them effectively together.
Author: Bogdan Mustiata
Publisher:
ISBN:
Category :
Languages : en
Pages : 124
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Book Description
I wrote this as the introduction I wish I had to Bazel before starting it. Here, we're going to explore the core foundation of what Bazel is, and how to approach it as a mindset, with plenty of code, and explanatory diagrams.This book is intended to get you up to speed with Bazel as fast as humanly possible. It also starts with the presumption you don't know Bazel yet, and focuses on the essentials: How does Bazel work internally? How do we create and extend Bazel builds?As such, I did my very best over the last few months to compile an introduction that should give you a somewhat stable foundation in no time.
