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Splunk Developer's Guide
Splunk Developer's Guide
Splunk Developer's Guide
Ebook357 pages3 hours

Splunk Developer's Guide

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About This Book
  • Learn advanced data enrichment techniques and create stunning data visualizations within Splunk
  • Package and publish custom written apps for Splunk
  • A step-by-step guide to Splunk application development with hands-on examples
Who This Book Is For

If you are a Splunk user and want to enter the wonderful world of Splunk application development, then this book is for you. Some experience with Splunk, writing searches, and designing basic dashboards is expected.

LanguageEnglish
Release dateMay 28, 2015
ISBN9781785280320
Splunk Developer's Guide
Author

Kyle Smith

Kyle Smith is the author of Love Monkey, the hit novel that was adapted into a CBS television series starring Tom Cavanagh and Jason Priestley. He is also a movie critic for the New York Post, which posts his reviews online each week at nypost.com. He lives in New York City.

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    Splunk Developer's Guide - Kyle Smith

    Table of Contents

    Splunk Developer's Guide

    Credits

    About the Author

    About the Reviewers

    www.PacktPub.com

    Support files, eBooks, discount offers, and more

    Why subscribe?

    Free access for Packt account holders

    Preface

    What this book covers

    What you need for this book

    Who this book is for

    Conventions

    Reader feedback

    Customer support

    Downloading the example code

    Errata

    Piracy

    Questions

    1. Application Design Fundamentals

    Overview of what this book isn't

    What this book is

    Assumptions

    What is a Splunk application?

    Why applications?

    Definitions

    Designing the App

    Identifying the use case

    Identifying what you want to consume

    Identifying what you want to brand

    Identifying what you want to display

    App installation

    Splunk Web

    The Splunk command line

    Unzipping via the command line

    Summary

    2. Creating Applications

    Point of order

    Methods of creating applications

    GUI

    CLI

    FreeForm

    Basic structures

    The appserver folder

    The bin folder

    The default folder

    The local folder

    The lookups folder

    The metadata folder

    The static folder

    Application data

    Indexes

    Source types

    Sources

    Available Splunk knowledge objects

    Macros

    Event types

    Tags

    Saved searches

    Dashboards

    Lookups

    Configurations

    Object permissions

    The setup screen

    The endpoint

    The setup file

    Summary

    3. Enhancing Applications

    Workflows

    Enriched data

    Event types

    Tags

    Macros

    Lookups

    Common Information Model

    Branding your App

    Logos

    Navigation

    CSS

    JavaScript

    Acceleration

    Summary indexing

    Accelerated reports

    Summary

    4. Basic Views and Dashboards

    Knowing your data

    Modules available

    SimpleXML dashboard

    SimpleXML forms

    HTML dashboards

    Summary

    5. The Splunk Web Framework

    The HTML dashboard

    The SplunkJS stack

    Search-related modules

    SearchManager

    SavedSearchManager

    PostProcessManager

    View-related modules

    ChartView

    The different types of ChartView

    Area

    Bar

    Column

    Filler gauge

    Line

    Marker gauge

    Pie Chart

    Radial gauge

    Scatter

    Display-related modules

    CheckboxView

    CheckboxGroupView

    DropdownView

    EventsViewerView

    FooterView

    HeaderView

    MultiDropdownView

    RadioGroupView

    SearchBarView

    SearchControlsView

    SimpleSplunkView

    SingleView

    SplunkMapView

    TableView

    TextInputView

    TimeRangeView

    TimelineView

    Tokenization

    Customizing Splunk dashboards using CSS

    Customizing Splunk dashboards using JavaScript

    Custom D3 visualization

    External data and content

    Data

    Content

    Summary

    6. Advanced Integrations and Development

    Modular D3 visualization

    Modular inputs

    The spec file

    Testing modular inputs

    Configuring modular inputs

    The App Key Value Store

    When would you use the KV Store?

    Configuring the KV Store

    Data models

    Version control and package managers

    NPM

    Bower

    Gulp

    Git

    Tying them all together

    Summary

    7. Packaging Applications

    Naming guidelines

    Do's and don'ts

    Packaging the App

    The App packaging checklist

    Summary

    8. Publishing Applications

    Self-hosting your App

    Splunkbase

    Certified Applications

    Community

    Answers

    dev.splunk.com

    Internet Relay Chat

    Wiki

    User groups

    Summary

    Index

    Splunk Developer's Guide


    Splunk Developer's Guide

    Copyright © 2015 Packt Publishing

    All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

    Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

    Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

    First published: May 2015

    Production reference: 1250515

    Published by Packt Publishing Ltd.

    Livery Place

    35 Livery Street

    Birmingham B3 2PB, UK.

    ISBN 978-1-78528-529-5

    www.packtpub.com

    Credits

    Author

    Kyle Smith

    Reviewers

    Dave Dyer

    Dr. Rudy Deca

    Dr. Benoit Hudzia

    H Robert King

    Commissioning Editor

    Kartikey Pandey

    Acquisition Editor

    Vinay Argekar

    Content Development Editor

    Amey Varangaonkar

    Technical Editors

    Madhunikita Sunil Chindarkar

    Manali Gonsalves

    Taabish Khan

    Copy Editors

    Aditya Nair

    Vikrant Phadke

    Adithi Shetty

    Project Coordinator

    Nidhi Joshi

    Proofreaders

    Stephen Copestake

    Safis Editing

    Indexer

    Hemangini Bari

    Production Coordinator

    Nitesh Thakur

    Cover Work

    Nitesh Thakur

    About the Author

    Kyle Smith is a self-proclaimed geek and has been working with Splunk extensively since 2010. He enjoys integrating Splunk with new sources of data and types of visualizations. He has spoken numerous times at the Splunk User Conference (most recently in 2014 on lesser-known search commands) and is an active contributor to the Splunk Answers community as well as on the #splunk IRC channel. He has published several Splunk Apps and add-ons to Splunk base, the Splunk community's premier Apps and add-ons publishing platform. He has worked in both higher education and the private industry, most recently as an infrastructure analyst at a Fortune 400 company. He lives in Central Pennsylvania with his family.

    I'd like to thank my wife, who most graciously put up with all my tantrums during the writing of this book. Without her, this effort is meaningless.

    About the Reviewers

    Dave Dyer is a disrupter, an innovative thinker, and a deconstructor of assumptions. He vigorously evangelizes the benefits of applying scientific principles to difficult-to-solve problems (for instance, modern cybersecurity). He is a security veteran and became devoted to the power of data analysis while doing plasma physics research in the CU Boulder astrophysics program. Dave is currently a use case developer/Splunk engineer/security data nerd for a large healthcare organization. In his off time, he enjoys kiteboarding, long walks on the beach, talking about his feelings, and attempting to raise a decent human being (okay, only two of those are true).

    Dr. Rudy Deca, is a resourceful goal-oriented problem-solver and technology user. He obtained a master's degree in computer science from Concordia University and a Ph D degree from the University of Montreal, Canada. He works as a network engineer at Morgan Stanley. He was employed by Nokia, Cisco, Miranda Technologies, General DataComm, and so on. His interests include network management, monitoring, automation, tools, development, instrumentation, scripting and object-oriented programming. He published a book and a dozen review and conference articles on network management.

    Dr. Benoit Hudzia is a Cloud/system architect working on designing the next generation Cloud technology as well as running the Irish operations for Stratoscale.

    Previously, he worked as a senior researcher-architect for SAP on HANA Enterprise Cloud.

    Benoit has authored more than 20 academic publications and is also the holder of numerous patents in the domain of virtualization, OS, Cloud, distributed system, and so on. His code and ideas are included in various SAP commercial solutions as well as open source solutions, such as Qemu/KVM Hypervisor, Linux Kernel, Openstack.

    His research currently focuses on bringing together the flexibility of virtualization, Cloud, and high-performance computing (also known as the Lego Cloud). This framework aims at providing memory, I/O, and CPU resource disaggregation of the physical server while enabling dynamic management and aggregation capabilities to Linux native applications as well as to Linux/KVM VMs using commodity hardware.

    H Robert King is an engineer who has written software for a variety of hardware in about a dozen languages and has been building human-computer interfaces longer than he cares to admit—as he says, he has a very particular set of skills, skills [he's] acquired over a very long career—and at this point in his career, he tries to keep his more creative activities confined to his Github account and his blog.

    www.PacktPub.com

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    Preface

    Splunk is awesome! You can not only consume virtually any data, but also extend and integrate Splunk with virtually any external system. Splunk uses sets of configurations referred to as applications or add-ons, which are the primary focus of this book. Leveraging these applications and add-ons is what gives Splunk its unique ability to extend, learn, analyze, and visualize information.

    Splunk helps users determine the root cause of a failure, get a quick overview of system health, and take a deep dive into SQL statements and messages, just to name a few. Aggregation and centralization of log and event management are a growing trend in the big data sphere. By leveraging the combined intelligence gathered from correlating disparate sets of data, businesses or individuals can make data-based decisions. This book will help Splunk developers, or even simply curious end users, develop different methods of consuming new data and design new types of visualizations. Also it simply offers tips and tricks that help the software development life cycle.

    What this book covers

    Chapter 1, Application Design Fundamentals, covers fundamental questions and considerations before diving into an App or add-on configuration.

    Chapter 2, Creating Applications, discusses the basic methods of App and add-on creation, along with an explanation of the structure of an App or add-on.

    Chapter 3, Enhancing Applications, shows you a few different configurations that help enrich your data with Splunk knowledge objects, along with some basic App and add-on branding guidelines.

    Chapter 4, Basic Views and Dashboards, goes over the basics of SimpleXML dashboard creation and development.

    Chapter 5, The Splunk Web Framework, details the various SplunkJS stack components, and shows examples of how to use them within an HTML dashboard.

    Chapter 6, Advanced Integrations and Development, reviews modular inputs, data models, the KV store, and modular D3 visualizations.

    Chapter 7, Packaging Applications, lists the items needed to package an App or add-on, getting it ready for publishing.

    Chapter 8, Publishing Applications, describes step by step how to upload an App to Splunk base, and includes some information on Splunk's great support community.

    What you need for this book

    To take full advantage of all the examples and code contained in this book, you should have the following:

    An installed and running instance of Splunk

    Basic knowledge of how Splunk works, including searching, basic panels and dashboards

    An understanding of the various technologies that Splunk uses. These include:

    Python

    JavaScript

    HTML

    CSS

    Who this book is for

    This book will benefit both the casual Splunker and the experienced professional alike. Whether you are just starting Splunk application or add-on development, or have been developing for years, this book has tips and tricks to help with developing new integrations, Splunk applications, and add-ons. Even for a quick modular input, this book provides quick tutorials on common integration techniques and code examples.

    Conventions

    In this book, you will find a number of styles of text that distinguish between different kinds of information. Here are some examples of these styles, and an explanation of their meaning.

    Code words in text are shown as follows: We can include other contexts through the use of the include directive.

    A block of code is set as follows:

    [bluecoat]

    REPORT-extract = auto_kv_for_bluecoat

    TIME_FORMAT = %b %d %Y

    EVAL-app = bluecoat

    \

    When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold:

    [bluecoat] REPORT-extract = auto_kv_for_bluecoat

     

    TIME_FORMAT = %b %d %Y

    EVAL-app = bluecoat

    Any command-line input or output is written as follows:

    # cp default/inputs.conf local/inputs.conf

    New terms and important words are shown in bold. Words that you see on the screen, in menus or dialog boxes for example, appear in the text like this: Clicking on the Next button moves you to the next screen.

    Note

    Warnings or important notes appear in a box like this.

    Tip

    Tips and tricks appear like this.

    Reader feedback

    Feedback from our readers is always welcome. Let us know what you think about this book—what you liked or may have disliked. Reader feedback is important for us to develop titles that you really get the most out of.

    To send us general feedback, simply send an e-mail to <feedback@packtpub.com>, and mention the book title via the subject of your message.

    If there is a topic that you have expertise in and you are interested in either writing or contributing to a book, see our author guide on www.packtpub.com/authors.

    Customer support

    Now that you are the proud owner of a Packt book, we have a number of things to help you to get the most from your purchase.

    Downloading the example code

    You can download the example code files for all Packt books you have purchased from your account at http://www.packtpub.com. If you purchased this book elsewhere, you can visit http://www.packtpub.com/support and register to have the files e-mailed directly to you.

    Errata

    Although we have taken every care to ensure the accuracy of our content, mistakes do happen. If you find a mistake in one of our books—maybe a mistake in the text or the code—we would be grateful if you would report this to us. By doing so, you can save other readers from frustration and help us improve subsequent versions of this book. If you find any

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