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Skip to content * Why CAT * Pricing * Use Cases * Docs Close Docs Open Docs DOCUMENTATION Learn how to test your data with CAT GETTING STARTED Creating your first test Registering CAT CAT LICENSES Get CAT license How to apply license key * Blog * FAQ Request a demo Register Install for free INSTALL, CREATE A PROJECT, WRITE TEST AND RUN IT. SUPERFAST. CAT is a powerful tool that helps you to test your data. It’s super easy to set up and use. Get Started Request a demo why cat SAVE TIME, TEST SMARTLY: DIVE INTO CAT'S LOW-CODE AUTOMATION SIMPLEST DATA TESTING TOOL ON THE MARKET It just can’t be simpler. One step to install, one step to create project, paste your queries and you are ready to go! NO LEARNING CURVE, START TESTING WITH EASE To rock with CAT you don’t need any special skill. From junior to senior, the learning curve is always few minutes. EVERY DATA STORAGE SUPPORTED There’s no limit to what data storage you use. Once you are able to connect, CAT is able as well. And there’s even more! PLAY FOR FREE WITH NO HIDDEN COSTS You only pay for autonomous test runs, while interactive testing is free of charge. Start using CAT testimonials PEOPLE LIKE YOU ARE ALREADY TESTING WITH CAT Štěpánka Rosprimová DWH Tester, CETIN As a data quality tester, I have been using the CAT tool for some time now and I must say that it has made the beginnings of my data testing career much easier. The best thing about it is its simple configuration and the ability to generate thousands of tests across the entire system. This helps me improve the quality of data solutions, reduce the risk of bugs in the entire system and Power BI reports. Overall, I would highly recommend CAT to anyone looking for an easy-to-use tool for data quality testing. Arina Chirkova BI Developer, J&T Bank CAT has been an invaluable tool for me as a developer responsible for creating tabular models for reporting. With CAT, I can easily test that my solution was built correctly, even though it means testing hundreds of thousands of data across many measures. It helps me to ensure the quality of my solutions and reduce the risk of bugs. I would highly recommend CAT to anyone who is looking for an efficient and effective tool for data solution quality assurance. Tereza Černá Chief Data Tester, Joyful Craftsmen Manual data testing is time-consuming – running queries, evaluating results, and so on. CAT handles all of this for me automatically, so the speed of data testing exponentially increases. I only need to add new tests and keep the existing ones up to date. CAT has been a game-changer for our team, allowing us to focus on more important tasks while ensuring the quality of our data. I highly recommend CAT to anyone looking to streamline their data testing process. Tests 0 M Saved Hours 0 H how it works START TESTING IN 4 SIMPLE STEPS INSTALL CAT Only one command to download and install CAT Install-Module CAT CREATE A PROJECT One more command to create a template project. New-CATProject WRITE YOUR FIRST TESTS Then define the data source, enter first test query and you are ready to go. Get inspired RUN THE TESTS Finally run the test project and check the results. Invoke-CATProject EFFORTLESS LOW-CODE DATA TESTING Data can be tested easily! Let’s become data testing/automation engineer in real 20 minutes! We’ll show you how you and your team can benefit from unseen efficiency of low-code data testing. If we don’t succeed in reaching that goal we would eat a mice (or a bug). Don’t come late! Start using CAT use cases ONLY TRUSTWORTHY DATA MATTERS Tester / Data Developer Data Architect / Engineer Data Consumer ALWAYS KNOW HOW YOUR DATA IS DOING Use CAT to easily author tests. Connect to any major data storage engine available on the market. Combine various test cases in endless range of data testing scenarios. Report on data quality to your team. Experience fearless production releases. PUSH YOUR TEAM TO GIVE YOU FEEDBACK Have your team persistently approach data quality and architecture compliance checks. Include everything into your automated data deployment pipelines. Enjoy continuous feedback from your regression tests suite. DATA QUALITY MATTERS Have your data-driven decisions based on correct, valid and trustworthy information. Give your business a chance not to waste its potential. pricing ACCELERATE YOUR DATA TESTING BASIC Easy to try, easy to begin. Enter the data testing world with ease. FREE Instal for free Max. tests per run 500 Run in CI/CD pipelines No Multithreading 1 thread What's included All CAT features Free for interactive runs popular REGISTERED Join us, the data testing community and boost your data testing powers. FREE Register Max. tests per run 2500 Run in CI/CD pipelines No Multithreading 1 thread What's included All CAT features Free for interactive runs LICENSED Let your team utilize full potential of CAT integration into your CI/CD framework. LEARN MORE Talk to our consultant Max. tests per run Unlimited Run in CI/CD pipelines Yes Multithreading Unlimited What's included All CAT features Autonomous mode Means you can trigger the test suite(s) execution from any scheduling or automation framework. Compare all features COMPARE DETAILS ABOUT PLANS FEATURES Free BASIC Instal for free Free REGISTERED Register Paid LICENSED Talk to our consultant USAGE Max. tests per run 500 2500 Unlimited Autonomous mode Concurrent autonomous runs 1 per bought license Free to use Unlimited number of users All expectations (test types) Load tests from any provider Metadata driven tests TEST DATA IN: MS SQL Server Azure SQL Database Azure Synapse Analytics ORACLE PostgreSQL Power BI models in workspaces Power BI local PBIX files Analysis services Text files MS Excel OUTPUT RESULTS TO: MS Excel (for developers and stakeholders) JUnit, TRX ( for CI/CD pipelines) JSON, YAML (for further automation) Table in MS SQL server Table in ORACLE HELP & FAQ What do I need to automate a test for my data? Provide a simple SQL query (or DAX query if you test Power BI). Set expectation, like “set is empty”, “set is not empty”, “sets match” (compare with other query). Give the test a name. And you are done, your test is automated and you can repeat it anytime with no effort. The configuration format for tests is designed to be user friendly. And in case you don’t like it, feel free to load tests from MS Excel or a database. Why would I automate tests for my data? To be aware if anything goes wrong. Unless you fully automate tests for your data, you only EXPECT they are in a good shape. With tests, you KNOW they are. Any rules you have for your data can be enforced using CAT with minimum effort. Can CAT compare large datasets? Is it suitable for testing migrations of large data systems? Yes. CAT compares large datasets efficiently. When comparing two sets, it expects sorted inputs (the databases are best at that!). Therefore, it has at maximum only a few rows at a time in RAM. No pressure to RAM, no pressure to CPU. What is the output of running tests? By default CAT outputs results to console. You can define what other outputs you need with one or a few lines of configuration. Get results of your tests in MS Excel, JSON, YAML, JUnit, MS SQL Server table, ORACLE table to name a few. You can define more outputs to be created, e.g. both MS Excel file and rows in a SQL server table. Can I use CAT in Azure DevOps? Yes, in Azure DevOps, GitHub actions, GitLab, Jenkins, just in any platform. If you don’t use any of the mentioned platforms, there is no problem. You can still use all the bells and whistles CAT offers – run all your tests with a single command and see what’s wrong with your data. Is CAT for free? Do I need a license? CAT can be used by developers and testers for free, even in corporates. You only need a license once you run the tests in “autonomous mode”, such as in automated pipelines, CI/CD, in a scheduler etc. If it is **you** who invokes the tests, feel free to use CAT at no cost. There are some limitations, see our documentation (https://docs.justcat.it/docs/compare-editions). TRY TESTING WITH CAT TODAY It just can’t be simpler. One step to install, one step to create project, paste your queries and you are ready to go! Instal for free Request a demo 👉 Free to use for interactive runs (even for enterprises) blog LATEST TIPS, TRICKS, AND INSIGHTS July 18, 2024 Trusting Data for Critical Business July 10, 2024 How to enforce rules for your data architecture? June 20, 2024 Top 3 challenges in data migration January 26, 2024 Your very first Power BI test January 19, 2024 How to test with CAT in Azure DevOps pipelines December 20, 2023 Get ready for data testing in Power BI workspace Subscribe to Newsletter TEST YOUR DATA EASILY AND <31X FASTER> Install for free Request a demo CAT Why CAT How CAT works Use cases Pricing DOCS Full documentation Get started Blog CONTACT hello@datasmartly.com +420 772 001 100 © 2024 Data Smartly. All rights reserved. Powered by Joyful Craftsmen Terms of Use Privacy Policy Manage Cookie Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. 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Join our newsletter for access to special deals, the latest news, and insider tips. Leave this field empty if you're human: Why CAT Pricing Use Cases Docs DOCUMENTATION Learn how to test your data with CAT GETTING STARTED Creating your first test Registering CAT CAT LICENSES Get CAT license How to apply license key Blog FAQ Install for free Register Talk to sales