Welcome to the documentation for NoSQLBench. This is a power tool that emulates real application workloads. This means that you can fast-track performance, sizing and data model testing without writing your own testing harness.
To get started right away, jump to the Getting Started section of the docs.
What is NoSQLBench?
NoSQLBench is a serious performance testing tool for the NoSQL ecosystem.
NoSQLBench brings advanced testing capabilities into one tool that are not found in other testing tools.
- You can run common testing workloads directly from the command line. You can start doing this within 5 minutes of reading this.
- You can generate virtual data sets of arbitrary size, with deterministic data and statistically shaped values.
- You can design custom workloads that emulate your application, contained in a single file, based on statement templates - no IDE or coding required.
- You can immediately plot your results in a docker and grafana stack on Linux with a single command line option.
The core machinery of NoSQLBench has been built with attention to detail. It has been battle tested within DataStax as a way to help users validate their data models, baseline system performance, and qualify system designs for scale.
In short, NoSQLBench wishes to be a programmable power tool for performance testing. However, it is somewhat generic. It doesn't know directly about a particular type of system, or protocol. It simply provides a suitable machine harness in which to put your drivers and testing logic. If you know how to build a client for a particular kind of system, NoSQLBench will let you load it like a plugin and control it dynamically.
Initially, NoSQLBench was used for CQL testing, but we have seen this expanded over time by other users and vendors with drivers for a variety of systems. We would like to see this expanded further with contributions from others.
The code in this project comes from multiple sources. The procedural data generation capability was known before as Virtual Data Set. The core runtime and scripting harness was from the EngineBlock project. The CQL support was previously used within DataStax. In March 2020, DataStax and the project maintainers decided to put everything into one OSS project in order to make contributions and sharing easier for everyone. Thus, the new project name and structure was launched as NoSQLBench.io. NoSQLBench is an independent project that is primarily sponsored by DataStax.
We offer NoSQLBench as a new way of thinking about testing systems. It is not limited to testing only one type of system. It is our wish to build a community of users and practice around this project so that everyone in the NoSQL ecosystem can benefit from common concepts and understanding and reliable patterns of use.
Scalable User Experience
NoSQLBench endeavors to be valuable to all users. We do this by making it easy for you, our user, to do just what you need without worrying about the rest. If you need to do something simple, it should be simple to find the right settings and just do it. If you need something more sophisticated, then you should be able to find what you need with a reasonable amount of effort and no surprises.
That is the core design principle behind NoSQLBench. We hope you like it.
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