πΏ Welcome to Zyraο
What is Zyra?ο
Zyra (pronounced Zy-rah) is an open-source Python framework for growing data into insight.
It helps scientists, educators, and developers build modular, reproducible workflows that transform raw data into clear visualizations and shareable knowledge.
Think of Zyra as a garden for data:
You plant seeds of data (from the web, satellites, or experiments).
Zyra helps you nurture and grow them (through filtering, analysis, and processing).
Finally, you harvest insights (in the form of visualizations, reports, and interactive media).
Itβs designed to make science not just rigorous, but also accessible, transparent, and beautiful.
Why βZyraβ?ο
Zyra evokes growth and flow β small seeds of data can flourish into full workflows, and threads of analysis can be woven into something reproducible and sharable. Itβs intentionally short and flexible so the community can shape its meaning over time.
What You Can Doο
Build pipelines that fetch, process, visualize, and publish data.
Reuse components (connectors, processors, plotters) across projects.
Keep work reproducible with configs, logs, and structured outputs.
Start Hereο
Overview: Introduction
Stages: Workflow Stages
Quickstart: Getting Started
Install & Extras: Install & Extras
Patterns: Pipeline Patterns
Stage Examples: Stage Examples
CLI Reference: https://noaa-gsl.github.io/zyra/api/zyra.cli.html
Explore Moreο
Assistant & Guidanceο
Zyra Assistant Instructions: Zyra-Assistant-Instructions
Wizard Assistant: Wizard-Interactive-Assistant
Module Docsο
Connectors: https://noaa-gsl.github.io/zyra/api/zyra.connectors.html
Processing: https://noaa-gsl.github.io/zyra/api/zyra.processing.html
Visualization: https://noaa-gsl.github.io/zyra/api/zyra.visualization.html
Transform: https://noaa-gsl.github.io/zyra/api/zyra.transform.html
Utils: https://noaa-gsl.github.io/zyra/api/zyra.utils.html
API & Deploymentο
API Routers & Endpoints: Zyra-API-Routers-and-Endpoints
API (module docs): https://noaa-gsl.github.io/zyra/api/zyra.api.html
Security Quickstart: Zyra-API-Security-Quickstart
Containers Overview: Zyra-Containers-Overview-and-Usage
Policies & Discoveryο
Privacy & Data Usage: Privacy-and-Data-Usage-Best-Practices-for-Zyra
Search API & Profiles: Search-API-and-Profiles
Glossary & Terminology: Glossary-and-Terminology
Ideas & Showcaseο
Insights from Similar Tools: Enhancing-Zyra-Through-Insights-from-Similar-Tools
Showcase & Use Cases: Showcase-and-Use-Cases
Quick Helpο
CLI Cheatsheet: CLI-Cheatsheet
FAQ & Troubleshooting: FAQ-and-Troubleshooting
Dataset Enrichment: Dataset-Enrichment
Get Involvedο
Repository: https://github.com/NOAA-GSL/zyra
Discussions: https://github.com/NOAA-GSL/zyra/discussions
Contributing: https://github.com/NOAA-GSL/zyra/blob/main/CONTRIBUTING.md
β¨ Zyra is where data grows into insight.