### Search before asking - [x] I searched in the [issues](https://github.com/apache/fluss/issues) and found nothing similar. ### Motivation For primary-key table, Spark should enable to combine snapshot data from fluss server or data lake and chang-log data to get the freshest data. ### Solution _No response_ ### Anything else? _No response_ ### Willingness to contribute - [x] I'm willing to submit a PR!