Trino Distributed Sql Query Engine Essentials
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Trino Distributed Sql Query Engine Essentials
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-01
Trino Distributed Sql Query Engine Essentials 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 2025-06-01 with Computers categories.
"Trino Distributed SQL Query Engine Essentials" "Trino Distributed SQL Query Engine Essentials" offers a comprehensive dive into the architectural foundations, internal mechanics, and advanced capabilities of Trino, the premier open-source engine for distributed SQL analytics. Starting from the core principles of distributed systems, this title unpacks Trino’s coordinator and worker node architecture, detailing how robust scheduling, node management, high availability, and fault tolerance coalesce to deliver resilient, scalable query processing across clusters of any size. With in-depth discussions on system topology, session handling, resource isolation, and cluster operations, readers are expertly guided through what it takes to run Trino effectively in dynamic, real-world environments—whether on-premises, in the cloud, or in hybrid deployments. The book then transitions to the intricacies of Trino’s SQL engine internals, exploring every phase from parsing and logical plan construction to distributed execution, memory management, and error recovery. It delves into the extensibility of Trino’s connector architecture, illuminating how to integrate with a wide array of data sources—including Hive, Cassandra, RDBMS, and real-time platforms—while maintaining rigorous transactional semantics and security. Advanced sections illuminate techniques for query optimization, performance engineering, workload management, and data locality, alongside practical examples of caching, predicate pushdown, and load balancing to ensure queries execute with maximum efficiency. Beyond technical internals, "Trino Distributed SQL Query Engine Essentials" addresses modern enterprise demands for security, compliance, and observability. Readers will find practical guidance on authentication, authorization, encryption, auditing, and regulatory adherence. The final chapters provide invaluable insights into advanced integrations—spanning federated queries, data lakehouses, BI tools, and machine learning pipelines—plus actionable patterns, anti-patterns, monitoring strategies, and real-world case studies. For practitioners and architects seeking to master Trino, contribute to its open-source evolution, or unlock its full ecosystem potential, this book delivers the clarity, depth, and practical wisdom to lead data-driven transformation at scale.
Mastering Trino
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-01-07
Mastering Trino written by Robert 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 2025-01-07 with Computers categories.
"Mastering Trino: The Definitive Guide to Distributed SQL" is an authoritative resource designed for data professionals seeking to unlock the full potential of Trino, a leading open-source SQL query engine. This comprehensive guide takes readers from foundational concepts to advanced applications, offering detailed insights into distributed SQL’s significance and Trino’s unique capabilities. Each chapter is crafted to deepen understanding, covering setup essentials, architectural insights, connector management, and the intricacies of both basic and advanced querying techniques. Readers will find invaluable guidance on performance optimization, security frameworks, and effective management strategies, ensuring they are well-equipped to implement Trino in diverse environments. Through practical use cases and best practices, the book illustrates where Trino excels, providing readers with the knowledge to leverage its power for real-world challenges. Ideal for data architects, engineers, and analysts, this book is poised to become an indispensable part of any data professional’s library, bridging the gap between raw data and actionable insights with clarity and precision.
Trino The Definitive Guide
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Author : Matt Fuller
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-10-03
Trino The Definitive Guide written by Matt Fuller 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 2022-10-03 with Computers categories.
Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. In the second edition of this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's a data lake using Hive, a modern lakehouse with Iceberg or Delta Lake, a different system like Cassandra, Kafka, or SingleStore, or a relational database like PostgreSQL or Oracle. Analysts, software engineers, and production engineers learn how to manage, use, and even develop with Trino and make it a critical part of their data platform. Authors Matt Fuller, Manfred Moser, and Martin Traverso show you how a single Trino query can combine data from multiple sources to allow for analytics across your entire organization. Explore Trino's use cases, and learn about tools that help you connect to Trino for querying and processing huge amounts of data Learn Trino's internal workings, including how to connect to and query data sources with support for SQL statements, operators, functions, and more Deploy and secure Trino at scale, monitor workloads, tune queries, and connect more applications Learn how other organizations apply Trino successfully
Influxdb Essentials
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-09
Influxdb Essentials 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 2025-06-09 with Computers categories.
"InfluxDB Essentials" InfluxDB Essentials is a comprehensive guide for anyone seeking to harness the full potential of InfluxDB, the industry-leading time series database. The book begins by establishing a robust foundation in the principles of time series data, exploring its unique properties, architectural considerations, and the comparative strengths of InfluxDB versus other popular time series databases. Practical industry use cases in IoT, observability, finance, and scientific monitoring are presented, along with an insightful discussion on the challenges of large-scale time series storage and emerging trends in data management. Delving deep into the architecture and operational mechanics of InfluxDB, this book offers readers clear, practical guidance on schema design, performance tuning, and high-availability deployments—covering everything from core components such as the storage engine and write-ahead log to strategies for data ingestion, retention, clustering, and security. Advanced chapters navigate through data integration pipelines, optimal ingestion approaches, precise time synchronization, and real-world strategies for handling late, duplicate, or out-of-order data. Readers will also benefit from extensive coverage of advanced querying and analytics capabilities, performance and reliability optimization, rigorous backup and disaster recovery methodologies, and sophisticated security and compliance strategies. The book concludes by showcasing ecosystem integrations, observability enablers, and the future trajectory of InfluxDB in cutting-edge applications like serverless computing, edge analytics, machine learning, and global-scale deployments. Whether you are a developer, data engineer, or architect, InfluxDB Essentials is your indispensable companion for building scalable, secure, and intelligent time series data solutions.
Building Medallion Architectures
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Author : Piethein Strengholt
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-03-28
Building Medallion Architectures written by Piethein Strengholt 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 2025-03-28 with Computers categories.
In today's data-driven world, organizations must manage and analyze vast amounts of information to deliver the insights that give them a competitive advantage. Many turn to the medallion architecture because it's a proven and well-known design. Yet implementing a robust data pipeline can be difficult, particularly when it comes to using the medallion architecture's bronze, silver, and gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build a medallion architecture the right way with Azure Databricks and Microsoft Fabric. Drawing on hands-on experience from the field, Piethein Strengholt demystifies common assumptions and complex problems you'll face when embarking on a new data architecture. Architects and engineers of all stripes will find answers to the most typical questions along with insights from real organizations about what's worked, what hasn't, and why. You'll learn: Lakehouse and medallion architecture fundamentals and key concepts Design considerations for Azure Databricks and Microsoft Fabric Scaling considerations, including governance, security, automation, and more How to make informed decisions when designing or implementing new data architectures Proven patterns for success that align with broader organizational objectives
Ai Fundamentals Courseware
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Author : Reinier van den Biggelaar
language : en
Publisher: Van Haren
Release Date : 2023-09-26
Ai Fundamentals Courseware written by Reinier van den Biggelaar and has been published by Van Haren this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-26 with Architecture categories.
The AI Fundamentals courseware offers an AI training course designed for professionals in business or government environments who want to understand the benefits and applications of AI in their work environment. This course covers topics such as data management for AI, building and assessing AI applications, ethics and trustworthiness, and organizational success factors for enabling humans and machines to work together. The course addresses key questions such as “Where does Data Management end and AI application begin?” from a management perspective. Subjects covered include the applications and benefits of AI, data and robots, predictions and algorithms, machine and deep learning, building and reviewing AI applications, data management for AI, ethics and trustworthiness, organizational success factors for helping humans and machines work together, and the future of AI. This courseware educates for three certifications within it’s three-day combined program. It’s also possible to cut the material in pieces for a module teaching approach. The EXIN BCS Artificial Intelligence Essentials, testing the fundamental concepts of AI. This AI for Business and Government certification (the AI Brevet) which was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence. EXIN BCS Artificial Intelligence Foundation, which has a more IT-technical perspective.
Getting Started With Duckdb
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Author : Simon Aubury
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-24
Getting Started With Duckdb written by Simon Aubury 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 2024-06-24 with Computers categories.
Analyze and transform data efficiently with DuckDB, a versatile, modern, in-process SQL database Key Features Use DuckDB to rapidly load, transform, and query data across a range of sources and formats Gain practical experience using SQL, Python, and R to effectively analyze data Learn how open source tools and cloud services in the broader data ecosystem complement DuckDB’s versatile capabilities Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDuckDB is a fast in-process analytical database. Getting Started with DuckDB offers a practical overview of its usage. You'll learn to load, transform, and query various data formats, including CSV, JSON, and Parquet. The book covers DuckDB's optimizations, SQL enhancements, and extensions for specialized applications. Working with examples in SQL, Python, and R, you'll explore analyzing public datasets and discover tools enhancing DuckDB workflows. This guide suits both experienced and new data practitioners, quickly equipping you to apply DuckDB's capabilities in analytical projects. You'll gain proficiency in using DuckDB for diverse tasks, enabling effective integration into your data workflows.What you will learn Understand the properties and applications of a columnar in-process database Use SQL to load, transform, and query a range of data formats Discover DuckDB's rich extensions and learn how to apply them Use nested data types to model semi-structured data and extract and model JSON data Integrate DuckDB into your Python and R analytical workflows Effectively leverage DuckDB's convenient SQL enhancements Explore the wider ecosystem and pathways for building DuckDB-powered data applications Who this book is for If you’re interested in expanding your analytical toolkit, this book is for you. It will be particularly valuable for data analysts wanting to rapidly explore and query complex data, data and software engineers looking for a lean and versatile data processing tool, along with data scientists needing a scalable data manipulation library that integrates seamlessly with Python and R. You will get the most from this book if you have some familiarity with SQL and foundational database concepts, as well as exposure to a programming language such as Python or R.
Trino The Definitive Guide
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Author : Matt Fuller
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2021-04-14
Trino The Definitive Guide written by Matt Fuller 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 2021-04-14 with Computers categories.
Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. With this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's Hive, Cassandra, a relational database, or a proprietary data store. Analysts, software engineers, and production engineers will learn how to manage, use, and even develop with Trino. Initially developed by Facebook, open source Trino is now used by Netflix, Airbnb, LinkedIn, Twitter, Uber, and many other companies. Matt Fuller, Manfred Moser, and Martin Traverso show you how a single Trino query can combine data from multiple sources to allow for analytics across your entire organization. Get started: Explore Trino's use cases and learn about tools that will help you connect to Trino and query data Go deeper: Learn Trino's internal workings, including how to connect to and query data sources with support for SQL statements, operators, functions, and more Put Trino in production: Secure Trino, monitor workloads, tune queries, and connect more applications; learn how other organizations apply Trino
Fundamentals Of Data Engineering
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Author : Joe Reis
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-06-22
Fundamentals Of Data Engineering written by Joe Reis 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 2022-06-22 with Computers categories.
Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle. Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers. You'll understand how to apply the concepts of data generation, ingestion, orchestration, transformation, storage, and governance that are critical in any data environment regardless of the underlying technology. This book will help you: Get a concise overview of the entire data engineering landscape Assess data engineering problems using an end-to-end framework of best practices Cut through marketing hype when choosing data technologies, architecture, and processes Use the data engineering lifecycle to design and build a robust architecture Incorporate data governance and security across the data engineering lifecycle
Learning Go Programming
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Author : Vladimir Vivien
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-10-26
Learning Go Programming written by Vladimir Vivien 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 2016-10-26 with Computers categories.
An insightful guide to learning the Go programming language About This Book Insightful coverage of Go programming syntax, constructs, and idioms to help you understand Go code effectively Push your Go skills, with topics such as, data types, channels, concurrency, object-oriented Go, testing, and network programming Each chapter provides working code samples that are designed to help reader quickly understand respective topic Who This Book Is For If you have prior exposure to programming and are interested in learning the Go programming language, this book is designed for you. It will quickly run you through the basics of programming to let you exploit a number of features offered by Go programming language. What You Will Learn Install and configure the Go development environment to quickly get started with your first program. Use the basic elements of the language including source code structure, variables, constants, and control flow primitives to quickly get started with Go Gain practical insight into the use of Go's type system including basic and composite types such as maps, slices, and structs. Use interface types and techniques such as embedding to create idiomatic object-oriented programs in Go. Develop effective functions that are encapsulated in well-organized package structures with support for error handling and panic recovery. Implement goroutine, channels, and other concurrency primitives to write highly-concurrent and safe Go code Write tested and benchmarked code using Go's built test tools Access OS resources by calling C libraries and interact with program environment at runtime In Detail The Go programming language has firmly established itself as a favorite for building complex and scalable system applications. Go offers a direct and practical approach to programming that let programmers write correct and predictable code using concurrency idioms and a full-featured standard library. This is a step-by-step, practical guide full of real world examples to help you get started with Go in no time at all. We start off by understanding the fundamentals of Go, followed by a detailed description of the Go data types, program structures and Maps. After this, you learn how to use Go concurrency idioms to avoid pitfalls and create programs that are exact in expected behavior. Next, you will be familiarized with the tools and libraries that are available in Go for writing and exercising tests, benchmarking, and code coverage. Finally, you will be able to utilize some of the most important features of GO such as, Network Programming and OS integration to build efficient applications. All the concepts are explained in a crisp and concise manner and by the end of this book; you would be able to create highly efficient programs that you can deploy over cloud. Style and approach The book is written to serve as a reader-friendly step-by-step guide to learning the Go programming language. Each topic is sequentially introduced to build on previous materials covered. Every concept is introduced with easy-to-follow code examples that focus on maximizing the understanding of the topic at hand.