elementary-data 0.2.4

Data monitoring and lineage

Monitor your data warehouse in minutes, and be the first to know of data issues. Gain immediate visibility, monitor your data and operation, detect data issues, and understand the impact and root cause.

• Data anomalies monitoring as dbt tests - Continuous monitoring of data quality metrics, freshness, volume and schema changes, including anomaly detection, configured and executed as dbt tests.

• Data lineage made simple, reliable, and automated - Tracing the actual upstream & downstream dependencies in the data warehouse.

• Operational monitoring - Collect dbt artifacts, run and test results as part of your runs. Monitor the operations of your data stack, and centralize metadata easily.

• Slack alerts - Get notifications on data issues, schema changes, jobs and tests failures.

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Quick start

Quick start: Data monitoring as dbt tests in minutes.

Quick start: Data lineage.

Our full documentation is available here.

Join our Slack to learn more on Elementary.

(Not a dbt user? you can still use Elementary data monitoring, reach out to us on Slack and we will help).

Data anomalies monitoring as dbt tests

Elementary delivers data monitoring and anomaly detection as dbt tests.

Elementary dbt tests are data monitors that collect metrics and metadata over time. On each execution, the tests analyze the new data, compare it to historical metrics, and alert on anomalies and outliers.

Elementary data monitors as tests are configured and executed like native tests in your project!

Demo & sandbox

Try out our live lineage sandbox here.

Data monitoring - Demo coming soon.

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)
• Roadmap (Vote for features and add your inputs)
• Twitter (Updates on new releases and stuff)

Integrations

• Snowflake
• BigQuery
• Redshift

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

License

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