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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

legend-matrix

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   almost-done
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
Define new checks in a checks YAML file done  
Define new checks in a web app user interface   almost-done
Use historic measurements of data when defining checks done almost-done
Use built-in metrics to write checks done almost-done
Use your own custom metrics to write checks done almost-done
Include SQL queries in checks for data quality done almost-done
Use SodaCL to write human-readable checks for data quality done almost-done
Define an anomaly detection check done almost-done
Define a schema check done almost-done
Apply freshness checks, reference checks, and row-count comparisons between datasets done almost-done

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   almost-done

Run scans

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

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.   done

Gain insight

Feature or functionality soda-core-logo
+ sodacl-logo
soda-cloud-logo
Take advantage of automatic data profiling for datasets and columns   almost-done
View charts to gain visibility into stored measurements for a metric over time   done
Create alerts to notify 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


Last modified on 01-Jul-22

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