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Graph Data Processing with Cypher
Graph Data Processing with Cypher

Graph Data Processing with Cypher: A practical guide to building graph traversal queries using the Cypher syntax on Neo4j

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Key benefits

  • Work with Cypher syntax and semantics while building graph traversal queries
  • Get up and running with advanced Cypher concepts like List, Maps, OPTIONAL MATCH
  • Master best practices in writing effective queries leveraging data modeling and patterns

Description

While it is easy to learn and understand the Cypher declarative language for querying graph databases, it can be very difficult to master it. As graph databases are becoming more mainstream, there is a dearth of content and guidance for developers to leverage database capabilities fully. This book fills the information gap by describing graph traversal patterns in a simple and readable way. This book provides a guided tour of Cypher from understanding the syntax, building a graph data model, and loading the data into graphs to building queries and profiling the queries for best performance. It introduces APOC utilities that can augment Cypher queries to build complex queries. You’ll also be introduced to visualization tools such as Bloom to get the most out of the graph when presenting the results to the end users. After having worked through this book, you’ll have become a seasoned Cypher query developer with a good understanding of the query language and how to use it for the best performance.

Who is this book for?

This book is targeted at Database Administrator, Database Developers, Graph Database Developers, and Graph Database Architects. This book will also help someone migrate from a DBA role to a graph data engineer or data scientist If you are working with graph databases and need to learn Cypher, or are a basic Cypher developer who wants to get better at data modeling and tuning queries to build performant Cypher queries, then this is the book for you.

What you will learn

  • Write Cypher queries from basic to advanced level
  • Map the source data to the graph data model in an iterative fashion
  • Load the data into a graph using LOAD CSV, APOC, and client drivers
  • Map the business questions to graph queries effectively
  • Identify query performance issues and fix them
  • Extend capabilities of Cypher using APOC utilities
  • Work with graph visualization tools like Bloom and Browser

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Dec 16, 2022
Length: 332 pages
Edition : 1st
Language : English
ISBN-13 : 9781804612651
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Product Details

Publication date : Dec 16, 2022
Length: 332 pages
Edition : 1st
Language : English
ISBN-13 : 9781804612651
Category :
Languages :
Concepts :

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Billy Jan 12, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
The information that Ravi has compiled is based on his own experience developing graph solutions as well as reviewing and guiding the solutions developed within the community. Having a deep understanding of graph traversals and how a graph database product like Neo4j has been implemented can help a developer new to graph solution design and implementation bridge the gap from getting their hands dirty with cypher, to actually implementing real, product quality, scalable graph solutions.
Amazon Verified review Amazon
David F. Jan 31, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book is a must-have for anyone starting out with Neo4j and the Cypher query language as well as anyone who wants to master some of the more complex concepts. Ravi's expertise and experience shine throughout the book as he presents the material in an easy-to-understand format. The real-world examples are invaluable to help show the concepts in action.The advanced section goes into more details on the internals of Neo4j. This section helps users understand how Neo4j works and how to tune the database.This book is a practical guide on writing Cypher and will be a valuable resource for years to come.
Amazon Verified review Amazon
Ashwin Jan 15, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I have been working with Cypher and Neo4j for the past seven years since 2015 and have had the pleasure of knowing and working with Ravi Anthapu on a few projects. In these years what I have realized is that learning to write cypher queries is easy, but learning to write highly performant cypher queries is an art. Anyone can swing a bat and sometimes hit the base-ball, but to become an MVP baseball player one needs to hone their batting skills under the right trainer. Ravi's Graph data processing with Cypher is not just a book on learning how to write cypher, but how one can hone their skills in writing highly performant cypher.There are quite a few books that talk about cypher and how to write cypher. However few deal with the inner complexities of how the query gets executed, what should be done to optimize the query and how one should think differently when it comes to a graph as opposed to a regular Relational database. In the chapter on Filtering, Sorting and aggregations, the author shows how adding labels actually penalizes the query because of the differences in how Graph traversal works as opposed to a regular sql database where adding an index (the equivalent to a label) usually improves the performance. However in Graph traversal he demonstrates with examples on how the number of db hits increase when adding labels to nodes in the query match pattern. In a chapter 9 he specifically focuses on using the Explain and profile parameters to tune the query. He also provides examples on how to use Index hints to tune the performance of the query.Of course the best part of this book apart from writing cypher which he has done a great job, he also illustrates the use of apoc utilities and the path expander routine which is one of the most useful apoc routines to explore the neighborhoods of a node by allowing traversals on select paths.Overall the book is very practical and great not just for the person who is beginning to learn cypher, but also for people who are looking to improve the performance of the cypher queries they have written by following some of the techniques illustrated in this book.
Amazon Verified review Amazon
D. Hoy Dec 22, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I had the pleasure of working with Ravi on a large, multi-year corporate project. Ravi was our SME (Subject Matter Expert) for all aspects of Neo4j from database design, to Cypher query tuning, to configuring a large cluster of servers.In this book Ravi does a great job of sharing his wealth of experience and teaching the reader the concepts of working with a graph database. I highly recommend this for anyone considering working with Neo4j or who has dabbled with Cypher and wants to take their skills to the next level.
Amazon Verified review Amazon
Matt Holford Jan 16, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Wow, I wish this book had been around when I learned Cypher and graph modeling!This book provides a detailed overview of Cypher language structure and features. Its biggest strength is its focus on the data modeling concepts behind the language and how they are best leveraged to drive performance.The author begins with a succinct description of the syntactical elements that comprise the language. The examples here are well-chosen and illustrate subtle aspects and gotchas. Next we move to an extended example using synthesized medical data to illustrate more advanced concepts. This example is particularly germane because it is sufficiently complex to show the impact of different modeling/querying approaches while remaining easy to understand for non-domain experts.Effective graph modeling is use-case driven; the best model is determined by the queries it is designed to answer. At the same time, the graph approach allows for a flexible, iterative approach in building a model. By walking through the examples laid out here the reader gets a good feel for how to balance these concerns in practice.Neo4j’s various indexing capabilities are well covered, again with useful examples. These include less well known features like geolocation and text indexes. The book is copiously illustrated with screen captures showing how the elements of Neo4j work together. The reader gets a good grasp of the graph database development flow.Other highlights:Analyzing query performance in Neo4j is something of a dark art. The author lifts the veil by providing comparative examples of queries using Neo4j’s query profiling capabilities.The count store is a relatively less known Neo4j feature. It is discussed here with good examples of how to leverage it to improve performance.The chapter on APOC does a great job highlighting the most useful functions from this massive library, not shying away from the more complex functions like expandPathConfig. At the same time it provides enough general background for the reader to explore other APOC features.The final chapter (Tips & Tricks) is a goldmine of pertinent technical detail and troubleshooting advice culled from the author's extensive field experience. Particularly interesting are the schematic diagrams illustrating the binary structure of nodes and relationships in Neo4j.One minor quibble:At least in the version I read, the font used for code examples seems quite large- larger than the main text. This makes the code harder to follow because it frequently gets wrapped into the next line.Overall this is a great book which I would recommend to anyone learning about graph databases
Amazon Verified review Amazon
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