marvinlanhenke commented on code in PR #367:
URL: https://github.com/apache/iceberg-rust/pull/367#discussion_r1636945871


##########
crates/iceberg/src/expr/visitors/manifest_evaluator.rs:
##########
@@ -103,98 +106,255 @@ 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 ManifestFilterVisitor::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 ManifestFilterVisitor::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 {
+            // check if all values are 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);
+        match &field.lower_bound {
+            Some(bound) if datum <= bound => ROWS_CANNOT_MATCH,
+            Some(_) => ROWS_MIGHT_MATCH,
+            None => ROWS_CANNOT_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);
+        match &field.lower_bound {
+            Some(bound) if datum < bound => ROWS_CANNOT_MATCH,
+            Some(_) => ROWS_MIGHT_MATCH,
+            None => ROWS_CANNOT_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);
+        match &field.upper_bound {
+            Some(bound) if datum >= bound => ROWS_CANNOT_MATCH,
+            Some(_) => ROWS_MIGHT_MATCH,
+            None => ROWS_CANNOT_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);
+        match &field.upper_bound {
+            Some(bound) if datum > bound => ROWS_CANNOT_MATCH,
+            Some(_) => ROWS_MIGHT_MATCH,
+            None => ROWS_CANNOT_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(lower_bound) = &field.lower_bound {
+            if lower_bound > datum {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+
+        if let Some(upper_bound) = &field.upper_bound {
+            if upper_bound < datum {
+                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
+        // them. notEq(col, X) with (X, Y) doesn't guarantee that X is a value 
in col.
+        ROWS_MIGHT_MATCH
     }
 
     fn starts_with(
         &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;
+        }
+
+        let PrimitiveLiteral::String(prefix) = datum.literal() else {
+            return Err(Error::new(
+                ErrorKind::Unexpected,
+                "Cannot perform starts_with on non-string value",
+            ));
+        };
+
+        let prefix_len = prefix.len();
+
+        if let Some(lower_bound) = &field.lower_bound {
+            let PrimitiveLiteral::String(lower_bound) = lower_bound.literal() 
else {
+                return Err(Error::new(
+                    ErrorKind::Unexpected,
+                    "Cannot perform starts_with on non-string lower bound",
+                ));
+            };
+
+            let min_len = lower_bound.len().min(prefix_len);
+            if prefix.as_bytes().lt(&lower_bound.as_bytes()[..min_len]) {
+                return ROWS_CANNOT_MATCH;
+            }
+        }
+
+        if let Some(upper_bound) = &field.upper_bound {
+            let PrimitiveLiteral::String(upper_bound) = upper_bound.literal() 
else {
+                return Err(Error::new(
+                    ErrorKind::Unexpected,
+                    "Cannot perform starts_with on non-string upper bound",
+                ));
+            };

Review Comment:
   > (e.g. lines 283 to 289)
   
   @s-akhtar-baig those were the lines I was referring to. 
   Perhaps something like this might work (nothing fancy)?
   
   ```Rust
   // this should be enough?
   fn check_bounds(datum: &Datum ) -> Result<&String> {
     let PrimitiveLiteral::String(boundary) = datum.literal() else {
       return Err(Error::new(ErrorKind::Unexpected, "Cannot perform..."));
     };
     Ok(boundary)
   }
   
   // and then
   if let Some(upper_bound) = &field.upper_bound {
     let boundary = Self::check_bounds(upper_bound)?;
     // ...proceed with custom checks
   }
   ```



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