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That means the schema Spark has doesn't match the file, it can be due to reading via a catalog table that doesn't match the data, or having inconsistent parquet files in the same directory. If you do have mixed files, I would try to read with "mergeSchema"=true but not sure if it's going to solve it, you might need to tell the files apart and read them separately.
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