A Quick Guide on Everything to Know About Test Data Management
Do you think test data management is not that vital to your software development company? Well, you might want to think again! Consider this. Business
Do you think test data management is not that vital to your software development company? Well, you might want to think again! Consider this. Business
Do you think test data management is not that vital to your software development company? Well, you might want to think again!
Consider this.
Business operations are making headway fast, especially with technology powering everything —which means that software development teams need to move faster. As agile development processes and DevOps methodologies slowly came into the picture, it was a blessing! Companies were better equipped to keep up with an increasingly competitive pace, respond to events promptly, and enhance collaboration among cross-functional teams.
However, here also lies the catch!
To benefit massively from these technologies, software development companies need efficient and effective testing strategies, along with processes that are in control of test data. Even so, many testing, development, and QA teams fail to create and maintain the required test data because IT experts do not always have the skills to test data preparation and data usage. They may also not be aware of how to use test data in the best way possible.
However, today, companies are sitting up and taking notice of this setback and making test data management an integral part of the quality assurance of software. This is especially true since test data management is expected to grow 12.7% CAGR by 2022.
So you see how companies are only just witnessing why test data is an absolute game-changer? If you’re still new to the concept of test data management and test data management tools, don’t worry! That’s where we step in.
In this blog, you will learn:
- What is test data management?
- Why is test data management important? Is it a necessity?
- How to implement test data management?
- Common kinds of test data
- Best practices to better your test data management
- Top test data management tools to use
So, let’s get started!
What is test data management?
Testing is one of the most vital processes in software development and if you have tests, you require test data. While you conduct the process of testing, via the effective help and guidance of an expert and experienced UAT tester and QA team of professionals, you have access to the best kind of data that exists — real data! But, testing before production is just as important as testing in production. This is where test data management comes to the rescue!
- Test data management is also known as TDM and is a function that generates, manages, and delivers test data to application teams while maintaining data privacy.
- It involves creating nonproduction data sets that meet the quality requirements of software quality-testing
- Previously, application teams have created data for development and testing in an unstructured, siloed manner.
- The process ensures test data is available and makes certain test cases have access to the right formats and amounts of data.
Why is test data management important? Is it a necessity?
During the testing stage, product defects are recognized, tracked, reported, fixed, and retested so that the final product is on par with quality standards. Having proper test data management is imperative as:
- Quality of software is tested and errors are spotted: Not addressing and fixing defects costs more and increases in every stage of the software development life cycle.
- Products move quickly from conception to their release: With effective test data management that comes with automated testing, processes move forward seamlessly and smoothly which minimizes a product’s time to market.
- Reduces having too many copies of test data: Test data management makes it easy to manage test data as it reduces the intricacies involved in data management so businesses don’t have to store too many copies of test data.
How to know data is used wisely as test data?
To make sure data is going to be used effectively as test data, it needs to stand true to specific criteria.
What are the qualities that the TDM process has to abide by?
- Accessible: Test data has to be accessible. Whether it is because of authentication problems or any other issue, what is the use of having the best test data if it is not available to you?
- Realistic: Data sets have to replicate what real production data looks like the most. After all, only this kind of data looks and feels like real data in terms of formats, quantity, and more.
- Timely: Test data has to be available and accessible promptly which means, it has to be available when you need it, without any hold-ups or waiting period
- Compliant: Certain methods such as production cloning, for instance, rely on production data to obtain test data. Companies need to be mindful so that privacy regulations are maintained such as GRDP.
- Quality: If you give your test cases poor quality data, you will only get below-average results. When it comes to quality, the data needs to adhere to all of its expectations. This is where our skilled and proficient quality assurance team comes to the rescue. For instance, sometimes, you need invalid data when the test requires valid data. During negative testing also, tests are performed to see how the system reacts to invalid input.
How to implement test data management?
Implementing a test data management strategy involves:
- Planning: The