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how to know sie in bytes for a multi line log event

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We have tons of data coming in a index and we want to see which app is taking more space. Log events are multi line. I tried this but it seems to work for single line event - | eval bytes=len(_raw) | stats count AS Lines sum(bytes) AS Bytes by source

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