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Soda v3
Soda v3
  • Soda documentation v3
  • Take a sip of Soda
    • Get started roadmap
    • Choose a flavor of Soda
    • Install Soda Library
    • Set up a Soda-hosted agent
    • Deploy a Soda Agent
    • Deploy a self-hosted Soda Agent from Soda's private container registry
    • Soda Agent extras
    • Invoke Soda Library
    • Upgrade, redeploy, or uninstall Soda
  • Use case guides
    • Test data quality in an Airflow data pipeline
    • Test data quality in an Azure Data Factory pipeline
    • Test data quality in a Dagster pipeline
    • Test data quality in a Databricks pipeline
    • Test data quality before migration
    • Test data quality during CI/CD development
    • Self-serve Soda
    • Automate anomaly detection
    • Build a Sigma dashboard
    • Build a Grafana dashboard
    • Add Soda to a Databricks notebook
    • Integrate an External Secrets Manager with a Soda Agent
    • Generate API keys
    • Manage sensitive data
    • Reroute failed row samples
    • Double-onboard a data source
  • Write SodaCL checks
    • SodaCL tutorial
    • Write checks with Ask AI
    • Adopt check suggestions
    • Add automated monitoring checks
    • Profile data with Soda
    • Sample data with Soda
    • Compare data using SodaCL
    • Custom check examples
  • Run a scan and view results
    • Manage failed row samples
    • Manage scheduled scans
    • Configure orchestrated scans
    • Soda Library Python API reference
  • Organize results, set alerts, investigate issues
    • Activate anomaly dashboards
    • Add check attributes
    • Set notification rules
    • Organize datasets
    • Create and track incidents
    • Manage global roles, user groups, and settings
    • Manage dataset roles
  • Integrate Soda
    • Integrate Soda with Alation
    • Integrate Soda with Atlan
    • Integrate Soda with dbt
    • Integrate Soda with a GitHub Workflow
    • Integrate Soda with Jira
    • Integrate Soda with Metaphor
    • Integrate Soda with Microsoft Teams
    • Integrate Soda with Purview
    • Integrate Soda with ServiceNow
    • Integrate Soda with Slack
    • Integrate Soda with SSO
    • Integrate Soda with webhooks
  • SodaCL reference
    • SodaCL metrics and checks
    • SodaCL optional check configurations
    • Anomaly detection checks
    • Anomaly score checks (deprecated)
    • Check template
    • Cross checks
    • Distribution checks
    • Failed rows checks
    • Filters and variables
    • For each
    • Freshness checks
    • Group by
    • Group evolution checks
    • Missing metrics
    • Numeric metrics
    • Reconciliation checks
    • Reference checks
    • Schema checks
    • User-defined checks
    • Validity metrics
    • Troubleshoot SodaCL
  • Data source reference
    • Connect Soda to Amazon Athena
    • Connect Soda to GCP BigQuery
    • Connect Soda to ClickHouse
    • Connect Soda to Dask and Pandas
    • Connect Soda to Databricks
    • Connect Soda to Denodo
    • Connect Soda to Dremio
    • Connect Soda to DuckDB
    • Connect Soda to Google CloudSQL
    • Connect Soda to IBM DB2
    • Connect Soda to a local file using Dask
    • Connect Soda to MotherDuck
    • Connect Soda to MS SQL Server
    • Connect Soda to Microsoft Fabric
    • Connect Soda to MySQL
    • Connect Soda to OracleDB
    • Connect Soda to PostgreSQL
    • Connect Soda to Presto
    • Connect Soda to Amazon Redshift
    • Connect Soda to Snowflake
    • Connect Soda to Apache Spark
    • Connect Soda to Azure Synapse
    • Connect Soda to Trino
    • Connect Soda to Vertica
    • Troubleshoot data source connections
  • Soda Cloud API
    • Soda Cloud API v1
      • Authentication
      • Examples
      • Checks
      • Datasets
      • Incidents
      • Scans
      • Users
      • Utility
      • Models
    • GET checks into CSV files
  • Soda Cloud reporting API
    • Reporting API v1
      • Authentication
      • Examples
      • Status
      • Authentication
      • Auditing
      • Coverage
      • Quality
      • Platform Impact
      • Models
    • Reporting API migration guide
  • Set up data contracts
    • Write a data contract
    • Verify a data contract
    • Data contract check reference
  • Learning resources
    • Glossary
    • Soda overview
    • How Soda works
    • Soda Agent basic concepts
    • Soda architecture
    • Active checks and datasets
    • Data security and privacy
    • Soda Library usage statistics
    • What's new in Soda docs?
    • Support
    • Soda community code of conduct
    • Soda SQL and Soda Spark are now Soda Core
  • Soda Core
  • Release notes
    • Release notes for Soda products
    • Soda product release states
    • Release notes for Soda Library
    • Release notes for Soda Agent
    • Release notes for Soda Cloud
    • Release notes for Soda Cloud API
    • Release notes for Soda Cloud Reporting API
    • Release notes for Soda Core
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Learning resources

GlossarySoda overviewHow Soda worksSoda Agent basic conceptsSoda architectureActive checks and datasetsData security and privacySoda Library usage statisticsWhat's new in Soda docs?SupportSoda community code of conductSoda SQL and Soda Spark are now Soda Core
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