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Soda product comparison

Use these matrices to review the features and functionality that Soda products have to offer.

Set up
Write checks
Collaborate
Run scans
Integrate
Gain insight
Go further

almost-done Coming soon
done Full implemented
preview Preview features available only for limited access.
Interested in getting early access? Let us know!



Set up

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Install in your environment via pip install done  
Connect to a data source via configurations in a YAML file done  
Connect to a data source via a web app user interface   preview
Manage user access to your organization’s Soda Cloud account.   done
Set up Single sign-on for Soda Cloud so that all users in your organization must use your IdP to access it   done

Write checks

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Discover datasets of a newly-connected data source   done
Write new checks in a checks YAML file done  
Write new checks in a web app user interface   preview
Use historic measurements of data when defining checks done preview
Use built-in metrics to write checks done preview
Use your own custom metrics to write checks done preview
Include SQL queries in checks for data quality done preview
Use SodaCL to write human-readable checks for data quality done preview
Define an anomaly detection check done preview
Define a schema check done preview
Apply freshness checks, reference checks, and row-count comparisons between datasets done preview

Collaborate

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Invite colleagues to join your Soda Cloud account to collaborate on writing checks and monitoring data quality   done
Create and manage data quality incidents, including an integration with Slack to collaborate on investigations   done
Prepare service level agreements for data quality with stakeholders in your organization   preview

Run scans

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Run an ad hoc scan done preview
Define a scan schedule   preview
Configure programmatic scans done  
Define filters to test specific portions of data for quality done preview

Integrate

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Integrate with AirFlow to automate scans and actions proceeding from scan results done  
Integrate with Slack to send notifications of data quality issues and investigate incidents almost-done done
Integrate with Alation or Metaphor to view data quality details from within your data catalog.   done
Integrate with dbt to view dbt tests from within Soda Cloud. almost-done almost-done

Gain insight

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Take advantage of automatic data profiling for datasets and columns   preview
View charts to gain visibility into stored measurements for a metric over time   done
Set up notifications to alert your team of data quality failures and warnings almost-done done
View samples of rows that failed a check   done
Use an API to gain insight into the health of your dataset and your Soda Cloud account user activity   done

Go further


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Last modified on 30-Sep-22