Kyligence / zen-ml-toolkit

Kyligence Zen Metrics Language Toolkit

Home Page:http://zenml-toolkit.kyligence.io/

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Kyligence ZenMLToolkit

ZenML

ZenML stands for Zen Metrics Language. It is a YAML-based descriptive language that is used by Kyligence Zen to define metrics, dimensions, and the underlying relational datasets. Think of ZenML as a semantic layer that promotes technical data into business data, like a bridge that enables non-technical users to understand, explore, and get insight out of traditional data warehouses. ZenML encourages the separation of data modeling and data visualization, and facilitates a central definition of business data language for all downstream data consumers.

Kyligence Zen uses ZenML to store all metric definitions and their relations and mappings to relational data models. With this metadata, Kyligence Zen is able to automatically translate all kinds of business requests and tasks into SQL executions. A variety of data services are then provided around ZenML, including

  • SQL based metric queries and BI integrations, via open APIs like JDBC / ODBC / RestAPI

  • Metric templates of business domain know-hows

  • Causal analysis, anomaly detection

  • Goal management, progress tracking, and alerting

  • Metrics data linage

  • And more...

  • You can also maintain ZenML/YAML files in git for version control, and publish (or rollback to) a certain version of metric definitions to Kyligence Zen service for business operation.

More details please refer to ZenML Introduction

Kyligence Zen

Kyligence Zen is the go-to low-code metrics platform for businesses to get rid of the limitations of BI reports and achieve metrics-driven decision-making. Kyligence Zen centralizes scattered metrics in BI to a unified metrics platform, saving you time and ensuring that all your metrics are managed and analyzed in one place.

With our cutting-edge technology, you can quickly connect your data sources, define your business metrics, and uncover hidden insights in mere minutes. Our platform is designed to empower you to build a common data language across your entire organization, streamlining your decision-making process and aligning your team around your most important business goals. Plus, thanks to our intuitive drag-and-drop interface and ZenML(our Zen Metrics Language), Kyligence Zen is accessible to both technical and non-technical users alike.

zen

Try out Kyligence Zen today and take control of your metrics like never before! Visit zen.kyligence.io to get started for free.

Kyligence ZenML Toolkit

Kyligence ZenML Toolkit is a toolkit which help users to extract metrics metadata from any type of file, includes but not only:

arch

Please visit http://zenml-toolkit.kyligence.io/ online to have a try, upload a .sql file or .tds file and download the metrics.

Prerequisite

  • Supported OS:
    • Fully supports Linux / MacOS
  • Supported JDK version: JDK17

Download

Please go to Release Page to download.

If your environment has been set up jdk17, you can download this package:

  • Kyligence-ZenML-Toolkit-{version}.tar.gz: Supports Linux and MacOS

Otherwise, you can download the package with embedded openjdk 17 according to your operating system:

  • Kyligence-ZenML-Toolkit-Linux-x64-{version}.tar.gz: Supports Linux on X86
  • Kyligence-ZenML-Toolkit-Darwin-x64-{version}.tar.gz: Supports MacOS on intel chipset
  • Kyligence-ZenML-Toolkit-Darwin-AArch64-{version}.tar.gz: Supports MacOS on M series chipset

After downloaded package, extract the tar file

$ tar -zxvf Kyligence-ZenML-Toolkit-{version}.tar.gz

Usage

Build Package & Docker Image

Please refer to the Dev Guide for details

Contribution

Welcome to contribute, you can convert any files which contains metrics metadata to a ZenML file. Please refer to the Dev Guide to get the instruction for development.

Contributors

Made with contrib.rocks.

Contact Kyligence

If you have requirements about

  • Defining your metrics once in the metrics store
  • Forming that single source of truth
  • Consistently reuse the metrics across BI, automation tools, business workflows, or even advanced analytics

You can visit kyligence.io/ to contact us to get more information.

About

Kyligence Zen Metrics Language Toolkit

http://zenml-toolkit.kyligence.io/

License:Apache License 2.0


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