Elementary - A Powerful Open-source Solution for Data Observability
If you're a data engineer or data scientist, you understand the importance of a robust data observability tool. Enter Elementary, a native data observability solution designed specifically for data and analytics engineers.
It's not just a tool, it's a comprehensive platform that integrates seamlessly with dbt, allowing you to set up in minutes, gain immediate visibility, detect data issues, send actionable alerts, and understand impact and root cause.
Features
Elementary offers a range of features that make it a comprehensive tool for data observability:
- Anomaly detection tests - Collect data quality metrics and detect anomalies as native dbt tests.
- Automated monitors - Out-of-the-box cloud monitors to detect freshness, volume and schema issues.
- End-to-End Data Lineage - Get enriched data with the latest test results for impact and root cause analysis of data issues. Elementary Cloud offers Column Level Lineage and BI integrations.
- Data quality dashboard - A single interface for all your data monitoring and test results.
- Models performance - Monitor models and jobs run results and performance over time.
- Configuration-as-code - Elementary configuration is managed in your dbt code.
- Alerts - Send actionable alerts including custom channels and tagging of owners.
- Data catalog - Explore your datasets information - descriptions, columns, datasets health, etc.
- dbt artifacts uploader - Save metadata and run results as part of your dbt runs.
Benefits for Data Scientists and Engineers
Elementary provides several key benefits for data professionals:
- Increased Visibility - With Elementary, data professionals gain immediate visibility into their data, allowing for quicker, more informed decision-making.
- Efficient Issue Detection - Elementary helps detect data issues swiftly, reducing the time spent troubleshooting and increasing productivity.
- Improved Collaboration - With its cloud platform, Elementary enables collaboration among data professionals, fostering a more efficient and productive work environment.
- Enhanced Data Security - By design, Elementary is secure, requiring no access to your data from the cloud.
- Convenience & Ease of Use - With its open-source package, Elementary provides basic observability capabilities that can be easily deployed and orchestrated, making it a highly convenient tool for data professionals.
In conclusion, Elementary is not just a tool, it's a comprehensive solution for data observability. Its robust features and benefits make it an invaluable resource for data scientists and engineers alike.
License
Apache-2.0 License
Resources & Downloads
elementary-data
