The Open Source, Pluggable, NoSQL Benchmarking Suite
NoSQLBench is a serious performance testing tool for the NoSQL ecosystem. It brings together features and capabilities that are not found in any other tool.
- 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.
- When needed, you can open the access panels and rewire the runtime behavior of NoSQLBench to do advanced testing, including a full scripting environment with Javascript.
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, it will let you load it like a plugin and control it dynamically.
Initially, NoSQLBench comes with support for CQL, but we would like to see this expanded 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 of 2020, DataStax and the project maintainers for these projects 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 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.
In general, our goals with NoSQLBench are to make the help systems and examples wrap around the users like a suit of armor, so that they feel capable of doing most things autonomously. Please keep this in mind when looking for personal support form our community, and help us find those places where the docs are lacking. Maybe you can help us by adding some missing docs!
There is a new slack channel at nosqlbench.slack.com. In order to access the slack channel, you'll need an invite. You can get that here, which will send you an invite in email: Slack Invite. This is just a simple google form that automates the invite process.
Please join it if you are a new or existing NoSQLBench user and help us get it going!
We are actively looking for contributors to help make NoSQLBench better. This is an ambitious project that is just finding its stride. If you want to be part of the next chapter in NoSQLBench development please look at CONTRIBUTING for ideas, and jump in where you feel comfortable.
All contributors are expected to abide by the CODE_OF_CONDUCT.
All of the code in this repository is licensed under the APL version 2. If you contribute to this project, then you must agree to license all of your constributions under this license.
This is a Linux targeted tool, as most cloud/nosql testing is done on Linux instances. Some support for other systems is available, but more work is needed to support them fully. Here is what is supported for each:
- on Linux, all features are supported, for both
nb.jaras well as the appimage binarynb - on Mac, all features are supported, with
nb.jar. - On Windows, with
nb.jarall features are supported, except--docker-metrics.
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This project is sponsored by DataStax -- The Open, Multi-Cloud Stack for Modern Data Apps built on Apache Cassandra™, Kubernetes Based, Developer Ready & Cloud Delivered and designed from the ground up to run anywhere, on any cloud, in any datacenter, and in every possible combination. DataStax delivers the ultimate hybrid and multi-cloud database.
This project uses tools provided by YourKit, LLC. YourKit supports open source projects with its full-featured Java Profiler. YourKit, LLC is the creator of YourKit Java Profiler and YourKit .NET Profiler, innovative and intelligent tools for profiling Java and .NET applications.