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I assume .option("compression", "none") means you don't need "compression". How about remove that option? By default, no compression is used, does that give you what you want?
resultDF.write
.mode(SaveMode.Overwrite)
.format("tfrecord")
.option("recordType", "Example")
.option("compression", "none")
.save(tfrecordPath)
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