Need to know about the capabilities of Great Expectations tool

I have an application built in .NET, for which I need to validate the data by using a data quality tool before storing it. I need following requirements to be met by the tool:

  • Simple deployment model
  • Good Performance
  • Scalability

Also, the tool need to have following capabilities:

  • Schema validation (columns, types, nullability) for each row of data.

  • Simple rule-based checks (null %, uniqueness, value ranges).

  • Easy integration with my .NET application.

  • Logging feature

  • Alert and monitoring

  • Dashboard for viewing the logs, alerts, failures, passed records, etc.

Wanted to know if Great Expectations can fulfil all the above requirements?

GE is a Python library, not sure how you would integrate it with .NET. Given your extensive requirements, I would suggest signing up for a paid solution like GE cloud. :slightly_smiling_face: