elementary-data 0.5.0

Data monitoring and lineage

Open Source Data Observability for Analytics Engineers

Monitor your dbt tests results and add Elementary anomaly detection tests to your dbt project.

See the test results on top of your dbt models in a report, with info for fast triage: test status, sample of failed rows, test queries, test configuration and anomaly detection metrics and graph.

Share the report with your team, and use Slack integration for alerting on incidents.

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Checkout the live demo

Quick start

Install dbt package & CLI -> Configure tests in dbt -> Alerts on Slack and detailed report
Quick start: Data monitoring as dbt tests in minutes.

Our full documentation is available here.

Elementary Features

Data anomalies monitoring as dbt tests - Collect metrics and metadata over time, detect anomalies, as native dbt tests in your project!

Data observability report - Generate a report for all dbt tests and share with your team.

dbt artifacts uploader

Slack alerts

Data lineage made simple, reliable, and automated

Join Slack to learn more on Elementary.

Demo & Sandbox

Data observability report sandbox.

Slack alert example:

Community & Support

For additional information and help, you can use one of these channels:

• Slack (Live chat with the team, support, discussions, etc.)
• GitHub issues (Bug reports, feature requests)
• Twitter (Updates on new releases and stuff)

Integrations

• Snowflake
• BigQuery
• Redshift
• Databricks

Ask us for integrations on Slack or as a GitHub issue.

Contributions

Thank you :orange_heart: Whether it’s a bug fix, new feature, or additional documentation - we greatly appreciate contributions!

Check out the contributions guide and open issues.

License

Elementary is licensed under Apache License 2.0. See the LICENSE file for licensing information.