Thanks. We use a job to load data from Kinesis to delta table. I added the 

spark.databricks.delta.checkpoint.writeFormat parquet
spark.databricks.delta.checkpoint.writeStatsAsStruct true

in job cluster, but the checkpoints still show different formats. The table properties has set:

delta.checkpointPolicy	v2