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Soda OSSData Reliability Engineering as Code

Soda makes it easy to detect, diagnose, and resolve data issues across the entire data product lifecycle. Use the practices of data reliability engineering as code to create coverage, eliminate data downtime, and make data available 24/7.
Terminal Demo
Code

Install Soda OSS

An open-source framework with a powerful, extensible language and testing-as-code capabilities.
Install Soda OSS
Slack

Join Us on Slack

Be part of the conversation and leverage our community of good data practice.
Soda Slack
Github

Explore Our Code

Built by and for data and analytics engineers, with contributors from Disney, HelloFresh, and Udemy.
Soda Github

Test and monitor data, as code.

Set up intelligent testing-as-code, and check data quality across every data workload, from ingestion to transformation to production.
  • Check files version control in Git
  • Flexible scheduling in the tools you already use
  • Checks at every step, from ingestion to consumption
Soda Test Workflow

Get coverage in minutes, not days.

Write data reliability checks as code with a powerful Domain Specific Language, for all datasets across warehouses.
  • One language for data reliability and quality
  • Easy for everyone to learn, read, and write
  • Out-of-the-box templates and smart recommendations
Soda Code foreach table

Analyze issues with built-in diagnostics.

Automatically capture incident diagnostics and historical metrics. Leverage lineage and data health scores for RCA and impact assessment.
  • Review row samples when a data quality check fails.
  • Investigate anomalies and add notes to outlier data points.
  • Use lineage for incident root cause and impact analysis.
Monitor History Chart Annotations
Monitor History Chart and AnnotationsCollaboration
Tasks

Get instant alerts when issues arise.

Integrate Soda with your on-call systems to get alerts about data issues. Need to resolve something? You can kick off incidents in Soda Cloud.
  • Get alerts in Slack and email.
  • Use webhooks to route alerts to your on-call systems.
  • Create incidents in Soda Cloud.
Soda Slack Integration
Github
See how Disney, HelloFresh, Servier, and Udemy are contributing to our open-source code.
Meet Our Contributors
Code

Install Soda OSS

A framework with advanced testing-as-code capabilities and a powerful, extensible language.
Install Soda OSS
Slack

Join Us on Slack

Be part of the conversation and leverage our community of good data practice.
Soda Slack
Github

Explore Our Code

Built by and for data and analytics engineers, with contributors from Disney, HelloFresh, and Udemy.
Soda Github