Getting Data In

xml index size greater than log file

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I am having an issue with my data ingestion. I have a xml log file that I am ingesting that is 1GB in size but is taking up to 18GB of my ingestion license. How do I correct this. I did a test to convert the data to json but I am still seeing mix matches between the log file size and the data being ingested into Splunk. 

I am checking on the daily ingestion vs daily log size 

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