Pig Design Patterns
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Pig Design Patterns
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Author : Pradeep Pasupuleti
language : en
Publisher: Packt Publishing Ltd
Release Date : 2014-04-17
Pig Design Patterns written by Pradeep Pasupuleti and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-17 with Computers categories.
A comprehensive practical guide that walks you through the multiple stages of data management in enterprise and gives you numerous design patterns with appropriate code examples to solve frequent problems in each of these stages. The chapters are organized to mimick the sequential data flow evidenced in Analytics platforms, but they can also be read independently to solve a particular group of problems in the Big Data life cycle. If you are an experienced developer who is already familiar with Pig and is looking for a use case standpoint where they can relate to the problems of data ingestion, profiling, cleansing, transforming, and egressing data encountered in the enterprises. Knowledge of Hadoop and Pig is necessary for readers to grasp the intricacies of Pig design patterns better.
Mapreduce Design Patterns
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Author : Donald Miner
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2012
Mapreduce Design Patterns written by Donald Miner and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Efficient Data Processing With Apache Pig
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-17
Efficient Data Processing With Apache Pig written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Computers categories.
"Efficient Data Processing with Apache Pig" Efficient Data Processing with Apache Pig is the definitive guide to mastering high-performance data transformation and pipeline design in today’s complex big data landscape. The book opens with a thorough examination of Apache Pig’s evolution, architectural foundations, and its crucial role within distributed data ecosystems. Readers gain a strategic perspective on where Pig excels compared to frameworks like MapReduce, Hive, and Spark, alongside practical guidance for deploying robust, enterprise-grade environments that prioritize scalability, multi-tenancy, and production resilience. Spanning fundamental data modeling practices, advanced Pig Latin techniques, and deep dives into resource optimization, this book is tailored for engineers, architects, and data professionals seeking practical strategies for building efficient, reliable pipelines. Each chapter balances conceptual clarity with technical depth—exploring schema evolution, advanced joins, aggregation patterns, modular scripting, and the intricacies of performance tuning. Readers also benefit from comprehensive coverage of extending Pig with custom UDFs, integrating with external data sources, and the nuances of workflow orchestration across Oozie, Airflow, and cloud-native platforms. The book moves beyond code and configuration, addressing critical considerations in security, compliance, and data governance—from authentication and encryption to auditing and lifecycle management. It concludes with actionable frameworks for migration, modernization, and hybrid architectures, coupled with future-focused discussions on AI integration, the evolving open-source ecosystem, and innovative real-world use cases at scale. Efficient Data Processing with Apache Pig is both a practical reference and an indispensable roadmap for leveraging Pig to its full potential in modern data environments.
Scroll Saw Pattern Book
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Author : Patrick E. Spielman
language : en
Publisher: Sterling Publishing Company, Inc.
Release Date : 1986
Scroll Saw Pattern Book written by Patrick E. Spielman and has been published by Sterling Publishing Company, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Crafts & Hobbies categories.
Presents 450 patterns for scroll saw projects, including wall plaques, refrigerator magnets, candle holders, alphabet letters, numbers, jewelry, ornaments, shelves, and picture frames, and projects using recess, relief, marquetry, and inlay techniques.
Algorithms For Next Generation Sequencing Data
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Author : Mourad Elloumi
language : en
Publisher: Springer
Release Date : 2017-09-18
Algorithms For Next Generation Sequencing Data written by Mourad Elloumi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-18 with Computers categories.
The 14 contributed chapters in this book survey the most recent developments in high-performance algorithms for NGS data, offering fundamental insights and technical information specifically on indexing, compression and storage; error correction; alignment; and assembly. The book will be of value to researchers, practitioners and students engaged with bioinformatics, computer science, mathematics, statistics and life sciences.
Computer And Computing Technologies In Agriculture Volume I
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Author : Daoliang Li
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-02-19
Computer And Computing Technologies In Agriculture Volume I written by Daoliang Li and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-19 with Technology & Engineering categories.
The papers in this volume comprise the refereed proceedings of the the First International Conference on Computer and Computing Technologies in Ag- culture (CCTA 2007), in Wuyishan, China, 2007. This conference is organized by China Agricultural University, Chinese Society of Agricultural Engineering and the Beijing Society for Information Technology in Agriculture. The purpose of this conference is to facilitate the communication and cooperation between institutions and researchers on theories, methods and implementation of computer science and information technology. By researching information technology development and the - sources integration in rural areas in China, an innovative and effective approach is expected to be explored to promote the technology application to the development of modern agriculture and contribute to the construction of new countryside. The rapid development of information technology has induced substantial changes and impact on the development of China’s rural areas. Western thoughts have exerted great impact on studies of Chinese information technology devel- ment and it helps more Chinese and western scholars to expand their studies in this academic and application area. Thus, this conference, with works by many prominent scholars, has covered computer science and technology and information development in China’s rural areas; and probed into all the important issues and the newest research topics, such as Agricultural Decision Support System and Expert System, GIS, GPS, RS and Precision Farming, CT applications in Rural Area, Agricultural System Simulation, Evolutionary Computing, etc.
Data Lake Development With Big Data
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Author : Pradeep Pasupuleti
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-11-26
Data Lake Development With Big Data written by Pradeep Pasupuleti and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-26 with Computers categories.
Explore architectural approaches to building Data Lakes that ingest, index, manage, and analyze massive amounts of data using Big Data technologies About This Book Comprehend the intricacies of architecting a Data Lake and build a data strategy around your current data architecture Efficiently manage vast amounts of data and deliver it to multiple applications and systems with a high degree of performance and scalability Packed with industry best practices and use-case scenarios to get you up-and-running Who This Book Is For This book is for architects and senior managers who are responsible for building a strategy around their current data architecture, helping them identify the need for a Data Lake implementation in an enterprise context. The reader will need a good knowledge of master data management and information lifecycle management, and experience of Big Data technologies. What You Will Learn Identify the need for a Data Lake in your enterprise context and learn to architect a Data Lake Learn to build various tiers of a Data Lake, such as data intake, management, consumption, and governance, with a focus on practical implementation scenarios Find out the key considerations to be taken into account while building each tier of the Data Lake Understand Hadoop-oriented data transfer mechanism to ingest data in batch, micro-batch, and real-time modes Explore various data integration needs and learn how to perform data enrichment and data transformations using Big Data technologies Enable data discovery on the Data Lake to allow users to discover the data Discover how data is packaged and provisioned for consumption Comprehend the importance of including data governance disciplines while building a Data Lake In Detail A Data Lake is a highly scalable platform for storing huge volumes of multistructured data from disparate sources with centralized data management services. This book explores the potential of Data Lakes and explores architectural approaches to building data lakes that ingest, index, manage, and analyze massive amounts of data using batch and real-time processing frameworks. It guides you on how to go about building a Data Lake that is managed by Hadoop and accessed as required by other Big Data applications. This book will guide readers (using best practices) in developing Data Lake's capabilities. It will focus on architect data governance, security, data quality, data lineage tracking, metadata management, and semantic data tagging. By the end of this book, you will have a good understanding of building a Data Lake for Big Data. Style and approach Data Lake Development with Big Data provides architectural approaches to building a Data Lake. It follows a use case-based approach where practical implementation scenarios of each key component are explained. It also helps you understand how these use cases are implemented in a Data Lake. The chapters are organized in a way that mimics the sequential data flow evidenced in a Data Lake.
Game Development Patterns With Godot 4
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Author : Henrique Campos
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-01-10
Game Development Patterns With Godot 4 written by Henrique Campos and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-10 with Computers categories.
Learn how to create flexible game development architectures, leveraging a solid codebase by applying industry-standardized solutions writing robust, scalable code in Godot Engine, in this guide with key images in color Key Features Leverage Godot’s built-in features to implement design patterns Explore object-oriented design from a unique perspective based on the philosophy of language Learn SOLID principles with practical, intuitive implementation strategies Purchase of the print or Kindle book includes a free PDF eBook Book Description Game development demands more than just creativity; it requires code that’s as dynamic and adaptable as the games you dream of creating. Master the art of writing clean, robust game code by understanding object-oriented programming and leveraging proven design patterns tailored for game development using the Godot Engine. Henrique Campos, a seasoned game developer, educator, and creator of popular resources like The Essential Guide to Creating Multiplayer Games with Godot 4.0, blends industry expertise with practical teaching methods to ensure you gain both theoretical and hands-on expertise in crafting game code. Starting with the fundamentals of object-oriented design, you’ll master SOLID principles. You’ll learn how to favor composition over inheritance—an essential approach for creating reusable code bases. Through a hands-on sample game project, you’ll implement a series of basic and advanced design patterns using Godot Engine’s features and identify where, when, and why to implement each design pattern. By the end of this game development book, you’ll not only understand the principles of object-oriented programming, but also be able to diagnose and fix pathologies in your code with ease. What you will learn Create reusable and scalable code with SOLID principles Identify common game development issues and apply industry-standard solutions Understand feature requests and turn them into concrete solutions leveraging design patterns Analyze game development pathologies to figure out underlying issues Architect reliable systems that are understandable, intuitive, and scalable Structure professional, collaborative game systems that are easy to maintain Who this book is for If you are a game developer, game designer, technical artist, or solo developer with programming experience in Godot Engine and the GDScript programming language, this book is for you. Perfect for professionals looking to create solid, reusable, and reliable architecture that can adapt and grow with their creative vision.
Advancing Geographic Information Science The Past And Next Twenty Years
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Author : Harlan Onsrud
language : en
Publisher: Lulu.com
Release Date : 2016-02-03
Advancing Geographic Information Science The Past And Next Twenty Years written by Harlan Onsrud and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-03 with Computers categories.
This book is the result of invited and competitive submissions to a 2015 academic institute on Advancing Geographic Information Science: The Past and Next Twenty Years. A core goal of the institute was to review the research challenges of the past twenty years and discuss emerging challenges of the next twenty.
Advances In Practical Applications Of Agents Multi Agent Systems And Complex Systems Simulation The Paams Collection
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Author : Frank Dignum
language : en
Publisher: Springer Nature
Release Date : 2022-10-12
Advances In Practical Applications Of Agents Multi Agent Systems And Complex Systems Simulation The Paams Collection written by Frank Dignum and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-12 with Computers categories.
This book constitutes the proceedings of the 20th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2022, held in L'Aquila, Italy in July 2022. The 37 full papers in this book were reviewed and selected from 67 submissions. Another 10 demonstrations papers were selected from 11 submissions are presented here as short papers. The papers deal with the application and validation of agent-based models, methods, and technologies in a number of key applications areas, including: advanced models and learning, agent-based programming, decision-making, education and social interactions, formal and theoretic models, health and safety, mobility and the city, swarms and task allocation.