ebyhr opened a new pull request, #8559:
URL: https://github.com/apache/iceberg/pull/8559

   Trino Iceberg connector faced a silent correctness issue because of 
incorrect lower/upper bounds. 
   
   The existing logic expects 2 state (null or non-empty), but there's another 
condition like: 
   ```java
     @Override
     public String toString() {
       if (this.hasNonNullValue()) {
         if (isNumNullsSet()) {
           return String.format("min: %s, max: %s, num_nulls: %d", 
minAsString(), maxAsString(), this.getNumNulls());
         } else {
           return String.format("min: %s, max: %s, num_nulls not defined", 
minAsString(), maxAsString());
         }
       } else if (!this.isEmpty())
         return String.format("num_nulls: %d, min/max not defined", 
this.getNumNulls());
       else
         return "no stats for this column";
     }
   ```
   
https://github.com/apache/parquet-mr/blob/9b5a962df3007009a227ef421600197531f970a5/parquet-column/src/main/java/org/apache/parquet/column/statistics/Statistics.java#L445-L457
   
   When `Statistics.hasNonNullValue` is false & 
   `Statistics.isEmpty` is true, `ParquetUtil.footerMetrics` doesn't treat the 
field as missing and it generates incorrect metrics. 
   


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