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Time Series Indexing

You're reading from   Time Series Indexing Implement iSAX in Python to index time series with confidence

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781838821951
Length 248 pages
Edition 1st Edition
Languages
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Author (1):
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Mihalis Tsoukalos Mihalis Tsoukalos
Author Profile Icon Mihalis Tsoukalos
Mihalis Tsoukalos
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Toc

Table of Contents (11) Chapters Close

Preface 1. Chapter 1: An Introduction to Time Series and the Required Python Knowledge 2. Chapter 2: Implementing SAX FREE CHAPTER 3. Chapter 3: iSAX – The Required Theory 4. Chapter 4: iSAX – The Implementation 5. Chapter 5: Joining and Comparing iSAX Indexes 6. Chapter 6: Visualizing iSAX Indexes 7. Chapter 7: Using iSAX to Approximate MPdist 8. Chapter 8: Conclusions and Next Steps 9. Index 10. Other Books You May Enjoy

Writing Python tests

In this last section of this chapter, we are going to learn about Python testing and write three tests for our code with the help of the pytest package.

As the pytest package is not installed by default, the first task you should carry out is installing it using your favorite method. Part of the pytest package is the pytest command-line utility, which is used for running the tests.

Unit testing

In this section, we are writing unit tests, which are usually functions that we write to make sure that our code works as expected. The result of a unit test is either PASS or FAIL. The more extensive the unit testing is, the more useful it is.

After a successful installation, if you execute the pytest command on a directory that does not contain any valid tests, you are going to get information about your system and your Python installation. On a macOS machine, the output is the following:

$ pytest
========================= test session starts ==========...
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