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Clojure High Performance Programming, Second Edition

Clojure High Performance Programming, Second Edition - Second Edition

By : Kumar
4.4 (5)
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Clojure High Performance Programming, Second Edition

Clojure High Performance Programming, Second Edition

4.4 (5)
By: Kumar

Overview of this book

Clojure treats code as data and has a macro system. It focuses on programming with immutable values and explicit progression-of-time constructs, which are intended to facilitate the development of more robust programs, particularly multithreaded ones. It is built with performance, pragmatism, and simplicity in mind. Like most general purpose languages, various Clojure features have different performance characteristics that one should know in order to write high performance code. This book shows you how to evaluate the performance implications of various Clojure abstractions, discover their underpinnings, and apply the right approach for optimum performance in real-world programs. It starts by helping you classify various use cases and the need for them with respect to performance and analysis of various performance aspects. You will also learn the performance vocabulary that experts use throughout the world and discover various Clojure data structures, abstractions, and their performance characteristics. Further, the book will guide you through enhancing performance by using Java interoperability and JVM-specific features from Clojure. It also highlights the importance of using the right concurrent data structure and Java concurrency abstractions. This book also sheds light on performance metrics for measuring, how to measure, and how to visualize and monitor the collected data. At the end of the book, you will learn to run a performance profiler, identify bottlenecks, tune performance, and refactor code to get a better performance.
Table of Contents (10 chapters)
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9
Index

Coordinated transactional ref and state


We saw in an earlier section that an atom provides atomic read-and-update operation. What if we need to perform an atomic read-and-update operation across two or even more number of atoms? This clearly poses a coordination problem. Some entity has to watch over the process of reading and updating, so that the values are not corrupted. This is what a ref provides—a Software Transactional Memory (STM) based system that takes care of concurrent atomic read-and-update operations across multiple refs, such that either all the updates go through, or in the case of failure, none does. Like atoms, on failure, refs retry the whole operation from scratch with the new values.

Clojure's STM implementation is coarse grained. It works at the application level objects and aggregates (that is, references to aggregates), scoped to only all the refs in a program, constituting the "Ref world". Any update to a ref can only happen synchronously, in a transaction, in a dosync...

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