great_expectations
https://github.com/great-expectations/great_expectations
Python
Always know what to expect from your data.
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- Issues
- GX Core is unusable on ORACLE using SQLAlchemy - Generates invalid SQL (Adds FROM DUAL to query)
- SQL execution Exception executing validations, using SQL and Pandas data sources: "Duplicated field name in view schema: column_values.nonnull.unexpected_count"
- unexpected_index_query is not in usable format
- Upgrade pandas to >=2.2
- [ISSUE] Backends using TupleFilesystemStoreBackend constantly request new Azure credentials
- Slack notification message format
- Incorrect validation_result["results"]["exception_info"] structure when raised_exception == True
- Unquoted strings in `unexpected_index_query` values of gx.ValidationDefinition.run() result
- [BUG] Databricks is not able to recognize complex datatypes (`struct`, `map`, `array`)
- [BUG] Custom expectation takes too long to execute when the {batch} parameter is used in a custom query but when you pass the table name to the query instead execution time becomes lesser
- Docs
- Python not yet supported