Splunk® Machine Learning Toolkit

User Guide

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New to Splunk

If this is the first time you have used Splunk, then read on...this topic introduces the most important Splunk concepts you need to understand when installing and using Splunk apps.

Splunk and Splunk apps work together

The key points to come away with are:

  • All Splunk apps run on the Splunk platform.
  • Understanding how Splunk works will greatly help you understand how Splunk apps work.
  • Installing and configuring the app is only part of the experience - you might need to prepare Splunk before installing your app.
  • Careful planning helps achieve a successful app deployment experience.

Splunk basics

Splunk is a software platform that accepts data from many different sources, such as files or network streams. Splunk stores a unique copy of this data in what's called an index. Once the data is there, you can connect to Splunk with your web browser and run searches across that data. You can even make reports or graphs on the data, from within the browser.

You can extend Splunk's capability by installing apps. Splunk apps come with searches, reports, and graphs about specific products that are common to most IT departments. These searches, reports, and graphs reduce the amount of time it takes to get real value from installing and running the Splunk platform.

Before you can really understand how Splunk apps work, get to know how Splunk works. Fortunately, we've got you covered in that respect.

If you're new to Splunk, then the best place to learn more about it is in the Search Tutorial. It helps you learn what Splunk is and what it does, as well as what you need to run it and get step-by-step walk-throughs on how to set it up, get data into it, search with it, and saving and sharing reports and dashboards on it.

Configuration

Much of Splunk's extensibility is in how configurable it is. You must configure Splunk before it can collect data and extract knowledge. All Splunk apps use configuration files to determine how to collect, transform, display, and provide alerts for data. The Admin Manual shows you how to configure those files and includes a reference topic for each configuration file that Splunk uses. In some cases, you can also use Splunk Web or the CLI to make changes to a Splunk app's configuration.

Splunk also uses configuration files to configure itself. When Splunk initializes, it finds all of the configuration files located in the Splunk directory and merges them to build a final "master" configuration, which it then runs on. When you install a Splunk app on a Splunk instance, Splunk determines which configuration files to use if it encounters a conflict. This is where configuration file precedence comes in.

It's important to understand how precedence works. In many cases, if there is a configuration file conflict, Splunk Enterprise gives priority to an app's configuration file. In some situations, installing an app can inadvertently override a setting in a configuration file in Splunk Enterprise, which can lead to undesired results in data collection. Read the previously mentioned topic thoroughly for details.

Splunk Search

Splunk provides the ability to look through all of the data it indexes and create dashboards, reports, and even alerts. All Splunk apps rely on Splunk search, so it's a good idea to read the overview on search in the Search Manual to learn how powerful Splunk's search engine is (the Tutorial is also a good place to learn about Splunk search.)

Have an understanding of the Splunk search language. Splunk apps use the search language extensively to put together search results and knowledge objects which drive their dashboards, reports, charts, and tables.

Finally, familiarize yourself with the search commands in the Search Reference. That manual describes the commands that both Splunk and your Splunk app can use.

Sources and source types

When Splunk indexes data, it does so from a source - an entity that provides data for Splunk to extract, for example, Windows event logs, or *nix syslogs. Splunk tags incoming data with a "source" field as it gets indexed. The source type is an indicator for the type of data, so that Splunk knows how to properly format and extract it as it comes in. It's also - conveniently enough - a way to categorize data, as you can use Splunk search to display all data of a certain source type.

Splunk apps use sources and source types to extract knowledge from the data they index. Many views in an application depend on searches with specific sources and source types defined in them. Splunk apps sometimes use the source types that come with Splunk, and sometimes they define their own.

What's next?

From this point, you are ready to plan your app deployment. Continue reading for information about how this app fits into the Splunk picture, platform and hardware requirements, and other deployment considerations.

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Welcome to the Machine Learning Toolkit

This documentation applies to the following versions of Splunk® Machine Learning Toolkit: 4.1.0, 4.2.0, 4.3.0


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