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Getting Started with Elastic Stack 8.0

You're reading from  Getting Started with Elastic Stack 8.0

Product type Book
Published in Mar 2022
Publisher Packt
ISBN-13 9781800569492
Pages 474 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Asjad Athick Asjad Athick
Profile icon Asjad Athick
LinkedIn
Asjad Athick is a security specialist at Elastic with demonstratable experience in architecting enterprise-scale solutions on the cloud. He believes in empowering people with the right tools to help them achieve their goals. At Elastic, he works with a broad range of customers across Australia and New Zealand to help them understand their environment; this allows them to build robust threat detection, prevention, and response capabilities. He previously worked in the telecommunications space to build a security capability to help analysts identify and contextualize unknown cyber threats. With a background in application development and technology consulting, he has worked with various small businesses and start-up organizations across Australia.
See other products by Asjad Athick

Table of Contents (18) Chapters

Preface Section 1: Core Components
Chapter 1: Introduction to the Elastic Stack Chapter 2: Installing and Running the Elastic Stack Section 2: Working with the Elastic Stack
Chapter 3: Indexing and Searching for Data Chapter 4: Leveraging Insights and Managing Data on Elasticsearch Chapter 5: Running Machine Learning Jobs on Elasticsearch Chapter 6: Collecting and Shipping Data with Beats Chapter 7: Using Logstash to Extract, Transform, and Load Data Chapter 8: Interacting with Your Data on Kibana Chapter 9: Managing Data Onboarding with Elastic Agent Section 3: Building Solutions with the Elastic Stack
Chapter 10: Building Search Experiences Using the Elastic Stack Chapter 11: Observing Applications and Infrastructure Using the Elastic Stack Chapter 12: Security Threat Detection and Response Using the Elastic Stack Chapter 13: Architecting Workloads on the Elastic Stack Other Books You May Enjoy

Looking at pipelines for real-world data-processing scenarios

This section will explore a number of real-world ETL scenarios and the corresponding Logstash pipelines that can be used to implement them.

The full datasets used and the pipeline configuration files can be found in the code repository for the book.

Loading data from CSV files into Elasticsearch

Comma-Separated Value (CSV) files are a commonly used file format and can be easily generated by a range of source systems and tools. We will explore how a dataset containing taxi trip details from the city of Chicago can be parsed and loaded into Elasticsearch for analysis.

Navigate to Chapter7/processing-csv-files in the code repository and explore the chicago-taxi-data.csv file. The first row contains header information, indicating what information each column contains. The following screenshot is an extract of some of the key fields in the file:

Figure 7.4 – An overview of the CSV file...

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Authors (1)

Profile icon Asjad Athick
LinkedIn
Asjad Athick is a security specialist at Elastic with demonstratable experience in architecting enterprise-scale solutions on the cloud. He believes in empowering people with the right tools to help them achieve their goals. At Elastic, he works with a broad range of customers across Australia and New Zealand to help them understand their environment; this allows them to build robust threat detection, prevention, and response capabilities. He previously worked in the telecommunications space to build a security capability to help analysts identify and contextualize unknown cyber threats. With a background in application development and technology consulting, he has worked with various small businesses and start-up organizations across Australia.
Read more
See other products by Asjad Athick

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