mattfaltyn commented on code in PR #1558:
URL: https://github.com/apache/iceberg-go/pull/1558#discussion_r3664192171


##########
visitors_test.go:
##########
@@ -233,6 +233,119 @@ func TestAlwaysExprBinding(t *testing.T) {
        }
 }
 
+func TestTranslateColumnNamesMissingFieldInitialDefault(t *testing.T) {

Review Comment:
   Agreed. I added date cases for a numeric Iceberg Go default and an ISO 
metadata value. Both verify that the missing-column filter folds correctly.



##########
table/scanner_internal_test.go:
##########
@@ -969,3 +969,72 @@ func TestProjectionV3SchemaAlreadyHasRowID(t *testing.T) {
                }
        })
 }
+

Review Comment:
   Good point. I added a decimal default to the end-to-end scan so filtering 
and materialization run together. Binary stays in focused translation coverage 
because the projection decoder has a separate bug.



##########
visitors.go:
##########
@@ -496,27 +504,92 @@ func (columnNameTranslator) VisitUnbound(pred 
UnboundPredicate) BooleanExpressio
        panic(fmt.Errorf("%w: expected bound predicate, got: %s", 
ErrInvalidArgument, pred.Term()))
 }
 
+func unbindPredicate(pred BoundPredicate, ref Reference) UnboundPredicate {
+       switch p := pred.(type) {
+       case BoundUnaryPredicate:
+               return p.AsUnbound(ref)
+       case BoundLiteralPredicate:
+               return p.AsUnbound(ref, p.Literal())
+       case BoundSetPredicate:
+               return p.AsUnbound(ref, p.Literals().Members())
+       default:
+               panic(fmt.Errorf("%w: unsupported predicate: %s", 
ErrNotImplemented, pred))
+       }
+}
+
+func initialDefaultLiteral(field NestedField) (Literal, error) {
+       switch field.Type.(type) {
+       case BinaryType, FixedType, GeographyType, GeometryType:
+               var data []byte
+               switch val := field.InitialDefault.(type) {
+               case []byte:
+                       data = val
+               case string:
+                       var err error
+                       data, err = base64.StdEncoding.DecodeString(val)
+                       if err != nil {
+                               return nil, err
+                       }
+               default:
+                       return nil, fmt.Errorf("%w: invalid %s initial default 
%v",
+                               ErrInvalidSchema, field.Type, 
field.InitialDefault)
+               }
+
+               switch field.Type.(type) {
+               case GeographyType, GeometryType:
+                       return LiteralFromBytes(field.Type, data)
+               default:
+                       return BinaryLiteral(data).To(field.Type)
+               }
+       case DecimalType:
+               if val, ok := field.InitialDefault.(Decimal); ok {
+                       return DecimalLiteral(val).To(field.Type)
+               }
+       }
+
+       data, err := json.Marshal(field.InitialDefault)
+       if err != nil {
+               return nil, err
+       }
+
+       return decodeValue(data, field.Type)
+}
+
 func (c columnNameTranslator) VisitBound(pred BoundPredicate) 
BooleanExpression {
        fileColName, found := 
c.fileSchema.FindColumnName(pred.Term().Ref().Field().ID)
        if !found {
                // in the case of schema evolution, the column might not be 
present
                // in the file schema when reading older data
-               if pred.Op() == OpIsNull {
+               field := pred.Ref().Field()
+               if field.InitialDefault == nil {
+                       if pred.Op() == OpIsNull {
+                               return AlwaysTrue{}
+                       }
+
+                       return AlwaysFalse{}
+               }
+
+               eval, err := ExpressionEvaluator(NewSchema(0, field),
+                       unbindPredicate(pred, Reference(field.Name)), true)
+               if err != nil {
+                       panic(err)
+               }
+
+               lit, err := initialDefaultLiteral(field)

Review Comment:
   Thank you. Errors from evaluator construction, default decoding and 
evaluation now include the column name and field ID. An invalid hex test 
verifies that context.



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