great_expectations
https://github.com/great-expectations/great_expectations
Python
Always know what to expect from your data.
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- Issues
- [FEATURE] Executable ODCS data contracts: import to Suite + block/quarantine on failure
- [DOCS] State that objects resolve through their owning Data Context
- [DOCS] Generate the compatibility reference's data-source table from declarations
- [MAINTENANCE] Admit ClickHouse to the gallery-wide expectation tier
- [BUGFIX] Reject None and empty column_set/column_list in table column match expectations
- [BUG] ExpectTableColumnsToMatchSet with column_set=None raises on SQL backends but is treated as an empty set on pandas
- [BUGFIX] Keep Decimal values on their own rows when converting a pandas column to float
- [FEATURE] OSS data-freshness and volume monitors (ExpectTableFreshness-style)
- [BUG] Pandas mean/sum/stdev fail on a Decimal column when the DataFrame index isn't a default RangeIndex
- [BUG] Column pair and multicolumn Expectations pass rows containing NULL on SQL backends
- Docs
- Python not yet supported