kevinjqliu commented on code in PR #2295:
URL: https://github.com/apache/iceberg-python/pull/2295#discussion_r2260614541


##########
pyiceberg/expressions/visitors.py:
##########
@@ -940,7 +936,7 @@ def visit_bound_predicate(self, predicate: 
BoundPredicate[L]) -> BooleanExpressi
 
 
 def translate_column_names(
-    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool, 
projected_field_values: Dict[int, Any] = EMPTY_DICT
+    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool = True, 
projected_field_values: Dict[int, Any] = EMPTY_DICT

Review Comment:
   👍 case_sensitive is default to True in other places as well
   
https://grep.app/search?f.repo=apache%2Ficeberg-python&f.repo.pattern=iceberg-python&q=case_sensitive%3A



##########
tests/expressions/test_visitors.py:
##########
@@ -1891,15 +1881,14 @@ def 
test_translate_column_names_missing_column_projected_field_fallbacks_to_init
     )
 
     # Projected field value that differs from both the expression literal and 
initial_default
-    projected_field_values = {2: 10}  # This doesn't match expression literal 
(42)
-
-    # Translate column names
     translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, 
projected_field_values=projected_field_values
+        bound_expr,
+        file_schema,
+        projected_field_values={2: 10},  # This doesn't match expression 
literal (42)
     )
 
-    # Should evaluate to AlwaysTrue since projected field value doesn't match 
but initial_default does
-    assert translated_expr == AlwaysTrue()
+    # Should evaluate to AlwaysFalse since projected field value doesn't

Review Comment:
   nit can we also change the test name? 
   its currently 
`test_translate_column_names_missing_column_projected_field_fallbacks_to_initial_default`
 which is a bit confusing
   
   how about 
`test_translate_column_names_missing_column_projected_field_ignores_initial_default`?



##########
tests/expressions/test_visitors.py:
##########
@@ -1891,15 +1881,14 @@ def 
test_translate_column_names_missing_column_projected_field_fallbacks_to_init
     )
 
     # Projected field value that differs from both the expression literal and 
initial_default
-    projected_field_values = {2: 10}  # This doesn't match expression literal 
(42)
-
-    # Translate column names
     translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, 
projected_field_values=projected_field_values
+        bound_expr,
+        file_schema,
+        projected_field_values={2: 10},  # This doesn't match expression 
literal (42)
     )
 
-    # Should evaluate to AlwaysTrue since projected field value doesn't match 
but initial_default does
-    assert translated_expr == AlwaysTrue()
+    # Should evaluate to AlwaysFalse since projected field value doesn't

Review Comment:
   ```suggestion
       # Should evaluate to AlwaysFalse since projected field value doesn't 
match the expression literal
   ```



##########
tests/expressions/test_visitors.py:
##########
@@ -1891,15 +1881,14 @@ def 
test_translate_column_names_missing_column_projected_field_fallbacks_to_init
     )
 
     # Projected field value that differs from both the expression literal and 
initial_default
-    projected_field_values = {2: 10}  # This doesn't match expression literal 
(42)
-
-    # Translate column names
     translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, 
projected_field_values=projected_field_values
+        bound_expr,
+        file_schema,
+        projected_field_values={2: 10},  # This doesn't match expression 
literal (42)
     )
 
-    # Should evaluate to AlwaysTrue since projected field value doesn't match 
but initial_default does
-    assert translated_expr == AlwaysTrue()
+    # Should evaluate to AlwaysFalse since projected field value doesn't
+    assert translated_expr == AlwaysFalse()
 
 
 def 
test_translate_column_names_missing_column_projected_field_matches_initial_default_mismatch()
 -> None:

Review Comment:
   i think we can remove this test. its testing the same as the one above. the 
only difference is the `initial_default` value the `missing_col` field. Its set 
to 10 here and 42 in the test above. 
   
   



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