s-akhtar-baig commented on code in PR #367:
URL: https://github.com/apache/iceberg-rust/pull/367#discussion_r1622705122


##########
crates/iceberg/src/expr/visitors/manifest_evaluator.rs:
##########
@@ -103,98 +106,264 @@ impl BoundPredicateVisitor for ManifestFilterVisitor<'_> 
{
         reference: &BoundReference,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+
+        // contains_null encodes whether at least one partition value is null,
+        // lowerBound is null if all partition values are null
+        if self.are_all_null(field, &reference.field().field_type) {
+            ROWS_CANNOT_MATCH
+        } else {
+            ROWS_MIGHT_MATCH
+        }
     }
 
     fn is_nan(
         &mut self,
         reference: &BoundReference,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        Ok(self
-            .field_summary_for_reference(reference)
-            .contains_nan
-            .is_some())
+        let field = self.field_summary_for_reference(reference);
+        if let Some(contains_nan) = field.contains_nan {
+            if !contains_nan {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+
+        if self.are_all_null(field, &reference.field().field_type) {
+            return ROWS_CANNOT_MATCH;
+        }
+
+        ROWS_MIGHT_MATCH
     }
 
     fn not_nan(
         &mut self,
         reference: &BoundReference,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+        if let Some(contains_nan) = field.contains_nan {
+            if contains_nan && !field.contains_null && 
field.lower_bound.is_none() {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_MATCH
     }
 
     fn less_than(
         &mut self,
         reference: &BoundReference,
-        literal: &Datum,
+        datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+        if let Some(Literal::Primitive(lower_bound)) = &field.lower_bound {
+            if datum.literal() <= lower_bound {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_MATCH
     }
 
     fn less_than_or_eq(
         &mut self,
         reference: &BoundReference,
-        literal: &Datum,
+        datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+        if let Some(Literal::Primitive(lower_bound)) = &field.lower_bound {
+            if datum.literal() < lower_bound {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_MATCH
     }
 
     fn greater_than(
         &mut self,
         reference: &BoundReference,
-        literal: &Datum,
+        datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+        if let Some(Literal::Primitive(upper_bound)) = &field.upper_bound {
+            if datum.literal() >= upper_bound {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_MATCH
     }
 
     fn greater_than_or_eq(
         &mut self,
         reference: &BoundReference,
-        literal: &Datum,
+        datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+        if let Some(Literal::Primitive(upper_bound)) = &field.upper_bound {
+            if datum.literal() > upper_bound {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+        ROWS_MIGHT_MATCH
     }
 
     fn eq(
         &mut self,
         reference: &BoundReference,
-        literal: &Datum,
+        datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        let field = self.field_summary_for_reference(reference);
+
+        if field.lower_bound.is_none() || field.upper_bound.is_none() {
+            return ROWS_CANNOT_MATCH;
+        }
+
+        if let Some(Literal::Primitive(lower_bound)) = &field.lower_bound {
+            if lower_bound > datum.literal() {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+
+        if let Some(Literal::Primitive(upper_bound)) = &field.upper_bound {
+            if upper_bound < datum.literal() {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+
+        ROWS_MIGHT_MATCH
     }
 
     fn not_eq(
         &mut self,
-        reference: &BoundReference,
-        literal: &Datum,
+        _reference: &BoundReference,
+        _datum: &Datum,
         _predicate: &BoundPredicate,
     ) -> crate::Result<bool> {
-        todo!()
+        // because the bounds are not necessarily a min or max value, this 
cannot be answered using

Review Comment:
   Same comment here, followed 
https://github.com/apache/iceberg-python/blob/20f6afdf5f000ea5b167e804012f2000aa5b8573/pyiceberg/expressions/visitors.py#L658.
 



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