Cleaning is used to delete data of versions that are no longer required.

Hudi uses the cleaner working in the background to continuously delete unnecessary data of old versions. You can configure hoodie.cleaner.policy and hoodie.cleaner.commits.retained to use different cleaning policies and determine the number of saved commits.

You can use either of the following methods to perform cleaning:

Using Hudi CLI
cleans run --sparkMaster yarn --hoodieConfigs 'hoodie.cleaner.policy=KEEP_LATEST_COMMITS,hoodie.cleaner.commits.retained=1,hoodie.cleaner.incremental.mode=false,hoodie.keep.max.commits=3,hoodie.keep.min.commits=2'
Using APIs
spark-submit --master yarn --jars /opt/client/Hudi/hudi/lib/hudi-client-common-xxx.jar --class org.apache.hudi.utilities.HoodieCleaner /opt/client/Hudi/hudi/lib/hudi-utilities_xxx.jar --target-base-path /tmp/default/tb_test_mor

For details about more cleaning parameters, see Configuration Reference.