What's Changed

• Added Implementation of DQDL Rules and Execution

  • add implementation of DQDL rule execution by @happy-coral in https://github.com/awslabs/deequ/pull/620
  • Add implementation of outcome mapping in DeequOutcomeTranslator by @happy-coral in https://github.com/awslabs/deequ/pull/621
  • Add implementation for DQDL rules: CompletenessRule, IsCompleteRule, UniquenessRule, IsUniqueRule, ColumnCorrelationRule by @happy-coral in https://github.com/awslabs/deequ/pull/622
  • Add implementation for DQDL rules: DistinctValuesCount, Entropy, Mean, StandardDeviation, Sum, UniqueValueRatio by @happy-coral in https://github.com/awslabs/deequ/pull/624
  • Update README to describe DQDL support and add Java & Scala DQDL examples by @happy-coral in https://github.com/awslabs/deequ/pull/634
  • Add support for DQDL IsPrimaryKey rule by @happy-coral in https://github.com/awslabs/deequ/pull/635
  • Add support for DQDL ColumnLength rule by @eycho-am in https://github.com/awslabs/deequ/pull/636

• Modify Histogram to be in descending frequency by @kyraman in https://github.com/awslabs/deequ/pull/630

• Introduce HistogramBase for common histogram behavior by @kyraman in https://github.com/awslabs/deequ/pull/631

• Modify maven publishing to use central portal by @eycho-am in https://github.com/awslabs/deequ/pull/633

• Add support for DQDL CustomSql rule & Deequ CustomSql check by @happy-coral in https://github.com/awslabs/deequ/pull/632

• fix(kll): Add SerDe Implementation for KLLSketch by @mdrakiburrahman in https://github.com/awslabs/deequ/pull/628

• Updated version in pom.xml to 2.0.12-spark-3.5 by @eycho-am in https://github.com/awslabs/deequ/pull/637

New Contributors

• @kyraman made their first contribution in https://github.com/awslabs/deequ/pull/630
• @mdrakiburrahman made their first contribution in https://github.com/awslabs/deequ/pull/628

Full Changelog: https://github.com/awslabs/deequ/compare/2.0.11...2.0.12