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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).
It’s designed to make science not just rigorous, but also accessible, transparent, and beautiful.
Zyra evokes growth and flow — small seeds of data can flourish into full workflows, and threads of analysis can be woven into something reproducible and sharable. It’s intentionally short and flexible so the community can shape its meaning over time.
- 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.
- 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
- Zyra Assistant Instructions: Zyra-Assistant-Instructions
- Wizard Assistant: Wizard-Interactive-Assistant
- 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 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
- Privacy & Data Usage: Privacy-and-Data-Usage-Best-Practices-for-Zyra
- Search API & Profiles: Search-API-and-Profiles
- Glossary & Terminology: Glossary-and-Terminology
- Insights from Similar Tools: Enhancing-Zyra-Through-Insights-from-Similar-Tools
- Showcase & Use Cases: Showcase-and-Use-Cases
- CLI Cheatsheet: CLI-Cheatsheet
- FAQ & Troubleshooting: FAQ-and-Troubleshooting
- Dataset Enrichment: Dataset-Enrichment
- 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
✨ Zyra is where data grows into insight.
