Loading files nativelyLoad from Apache KafkaLoad from Apache HadoopQuerying dataRoll-upConfiguring data retentionUpdating existing dataCompacting segmentsDeleting dataWriting an ingestion specTransforming input dataKerberized HDFS deep storage