### Search before asking - [x] I searched in the [issues](https://github.com/apache/paimon/issues) and found nothing similar. ### Motivation Spark 4.1 support check constraints and requires catalog support. https://issues.apache.org/jira/browse/SPARK-51207 ### Solution _No response_ ### Anything else? _No response_ ### Are you willing to submit a PR? - [ ] I'm willing to submit a PR!