yyanyy commented on a change in pull request #1747:
URL: https://github.com/apache/iceberg/pull/1747#discussion_r521837973



##########
File path: api/src/main/java/org/apache/iceberg/expressions/Expressions.java
##########
@@ -123,6 +123,22 @@ public static Expression not(Expression child) {
     return new UnboundPredicate<>(Expression.Operation.NOT_NULL, expr);
   }
 
+  public static <T> UnboundPredicate<T> isNaN(String name) {
+    return new UnboundPredicate<>(Expression.Operation.IS_NAN, ref(name));
+  }
+
+  public static <T> UnboundPredicate<T> isNaN(UnboundTerm<T> expr) {
+    return new UnboundPredicate<>(Expression.Operation.IS_NAN, expr);
+  }
+
+  public static <T> UnboundPredicate<T> notNaN(String name) {
+    return new UnboundPredicate<>(Expression.Operation.NOT_NAN, ref(name));
+  }
+
+  public static <T> UnboundPredicate<T> notNaN(UnboundTerm<T> expr) {
+    return new UnboundPredicate<>(Expression.Operation.NOT_NAN, expr);
+  }

Review comment:
       I originally thought to update `SparkFilters` to do the rewrite, but 
this is a much better place. Thanks for the suggestion!
   
   Edit: what do you think about doing rewriting `eq` within 
`UnboundPredicate`? And for rewriting `in`, I was thinking to let 
`Expressions.in` to return `Expression` instead of `Predicate` to let the 
rewrite logic of `or(isNaN, in)`/`and(notNaN, notIn)` happen; does that align 
with your thinking? 




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