zhjwpku commented on code in PR #402:
URL: https://github.com/apache/iceberg-cpp/pull/402#discussion_r2607120067


##########
src/iceberg/expression/residual_evaluator.cc:
##########
@@ -0,0 +1,565 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include "iceberg/expression/residual_evaluator.h"
+
+#include "iceberg/expression/binder.h"
+#include "iceberg/expression/expression.h"
+#include "iceberg/expression/expression_visitor.h"
+#include "iceberg/expression/expressions.h"
+#include "iceberg/expression/predicate.h"
+#include "iceberg/partition_spec.h"
+#include "iceberg/row/struct_like.h"
+#include "iceberg/schema.h"
+#include "iceberg/schema_internal.h"
+#include "iceberg/transform.h"
+#include "iceberg/util/checked_cast.h"
+#include "iceberg/util/macros.h"
+
+namespace iceberg {
+
+class ResidualVisitor : public BoundVisitor<std::shared_ptr<Expression>> {
+ public:
+  ResidualVisitor(const std::shared_ptr<PartitionSpec>& spec,
+                  const std::shared_ptr<Schema>& schema, const StructLike& 
partition_data,
+                  bool case_sensitive)
+      : spec_(spec),
+        schema_(schema),
+        partition_data_(partition_data),
+        case_sensitive_(case_sensitive) {
+    ICEBERG_ASSIGN_OR_THROW(auto partition_type_, 
spec_->PartitionType(*schema));
+    partition_schema_ = FromStructType(std::move(*partition_type_), 
std::nullopt);
+  }
+
+  Result<std::shared_ptr<Expression>> AlwaysTrue() override {
+    return Expressions::AlwaysTrue();
+  }
+
+  Result<std::shared_ptr<Expression>> AlwaysFalse() override {
+    return Expressions::AlwaysFalse();
+  }
+
+  Result<std::shared_ptr<Expression>> Not(
+      const std::shared_ptr<Expression>& child_result) override {
+    return Expressions::Not(child_result);
+  }
+
+  Result<std::shared_ptr<Expression>> And(
+      const std::shared_ptr<Expression>& left_result,
+      const std::shared_ptr<Expression>& right_result) override {
+    return Expressions::And(left_result, right_result);
+  }
+
+  Result<std::shared_ptr<Expression>> Or(
+      const std::shared_ptr<Expression>& left_result,
+      const std::shared_ptr<Expression>& right_result) override {
+    return Expressions::Or(left_result, right_result);
+  }
+
+  Result<std::shared_ptr<Expression>> IsNull(
+      const std::shared_ptr<Bound>& expr) override {
+    return IsNullImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> NotNull(
+      const std::shared_ptr<Bound>& expr) override {
+    return NotNullImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> IsNaN(const std::shared_ptr<Bound>& 
expr) override {
+    return IsNaNImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> NotNaN(
+      const std::shared_ptr<Bound>& expr) override {
+    return NotNaNImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> Lt(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return LtImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> LtEq(const std::shared_ptr<Bound>& expr,
+                                           const Literal& lit) override {
+    return LtEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> Gt(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return GtImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> GtEq(const std::shared_ptr<Bound>& expr,
+                                           const Literal& lit) override {
+    return GtEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> Eq(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return EqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> NotEq(const std::shared_ptr<Bound>& expr,
+                                            const Literal& lit) override {
+    return NotEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> StartsWith(const std::shared_ptr<Bound>& 
expr,
+                                                 const Literal& lit) override {
+    return StartsWithImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> NotStartsWith(const 
std::shared_ptr<Bound>& expr,
+                                                    const Literal& lit) 
override {
+    return NotStartsWithImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> In(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set) override {
+    return InImpl(expr, literal_set);
+  }
+
+  Result<std::shared_ptr<Expression>> NotIn(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set) override {
+    return NotInImpl(expr, literal_set);
+  }
+
+  Result<std::shared_ptr<Expression>> Predicate(
+      const std::shared_ptr<BoundPredicate>& pred) override;
+
+  Result<std::shared_ptr<Expression>> Predicate(
+      const std::shared_ptr<UnboundPredicate>& pred) override {
+    ICEBERG_ASSIGN_OR_RAISE(auto bound_predicate, pred->Bind(*schema_, 
case_sensitive_));
+    if (bound_predicate->is_bound_predicate()) {
+      ICEBERG_ASSIGN_OR_RAISE(
+          auto residual,
+          
Predicate(std::dynamic_pointer_cast<BoundPredicate>(bound_predicate)));
+      if (residual->is_bound_predicate()) {
+        // replace inclusive original unbound predicate
+        return pred;
+      }
+      return residual;
+    }
+    // if binding didn't result in a Predicate, return the expression
+    return bound_predicate;
+  }
+
+ private:
+  // Helper methods for bound predicates
+  Result<std::shared_ptr<Expression>> EvaluateBoundPredicate(
+      const std::shared_ptr<BoundPredicate>& pred);
+
+  Result<std::shared_ptr<Expression>> IsNullImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> NotNullImpl(const 
std::shared_ptr<Bound>& expr);
+  Result<std::shared_ptr<Expression>> IsNaNImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> NotNaNImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> LtImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> LtEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                               const Literal& lit);
+  Result<std::shared_ptr<Expression>> GtImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> GtEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                               const Literal& lit);
+  Result<std::shared_ptr<Expression>> EqImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> NotEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                                const Literal& lit);
+  Result<std::shared_ptr<Expression>> InImpl(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set);
+  Result<std::shared_ptr<Expression>> NotInImpl(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set);
+  Result<std::shared_ptr<Expression>> StartsWithImpl(const 
std::shared_ptr<Bound>& expr,
+                                                     const Literal& lit);
+  Result<std::shared_ptr<Expression>> NotStartsWithImpl(
+      const std::shared_ptr<Bound>& expr, const Literal& lit);
+
+  std::shared_ptr<PartitionSpec> spec_;
+  std::shared_ptr<Schema> schema_;
+  std::shared_ptr<Schema> partition_schema_;
+  const StructLike& partition_data_;
+  bool case_sensitive_;
+};
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::IsNullImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNull()) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotNullImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNull()) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::IsNaNImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNaN()) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotNaNImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNaN()) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::LtImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value < lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::LtEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value <= lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::GtImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value > lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::GtEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value >= lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::EqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value == lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value != lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::InImpl(
+    const std::shared_ptr<Bound>& expr,
+    const BoundSetPredicate::LiteralSet& literal_set) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (literal_set.contains(value)) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotInImpl(
+    const std::shared_ptr<Bound>& expr,
+    const BoundSetPredicate::LiteralSet& literal_set) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (literal_set.contains(value)) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::StartsWithImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+
+  // Both value and literal should be strings
+  if (!std::holds_alternative<std::string>(value.value()) ||
+      !std::holds_alternative<std::string>(lit.value())) {
+    return Expressions::AlwaysFalse();
+  }
+
+  const auto& str_value = std::get<std::string>(value.value());
+  const auto& str_prefix = std::get<std::string>(lit.value());
+  if (str_value.starts_with(str_prefix)) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotStartsWithImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+
+  // Both value and literal should be strings
+  if (!std::holds_alternative<std::string>(value.value()) ||
+      !std::holds_alternative<std::string>(lit.value())) {
+    return Expressions::AlwaysTrue();
+  }
+
+  const auto& str_value = std::get<std::string>(value.value());
+  const auto& str_prefix = std::get<std::string>(lit.value());
+  if (str_value.starts_with(str_prefix)) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::EvaluateBoundPredicate(
+    const std::shared_ptr<BoundPredicate>& pred) {
+  ICEBERG_DCHECK(pred != nullptr, "BoundPredicate cannot be null");
+
+  switch (pred->kind()) {
+    case BoundPredicate::Kind::kUnary: {
+      switch (pred->op()) {
+        case Expression::Operation::kIsNull:
+          return IsNullImpl(pred->term());
+        case Expression::Operation::kNotNull:
+          return NotNullImpl(pred->term());
+        case Expression::Operation::kIsNan:
+          return IsNaNImpl(pred->term());
+        case Expression::Operation::kNotNan:
+          return NotNaNImpl(pred->term());
+        default:
+          return InvalidExpression("Invalid operation for BoundUnaryPredicate: 
{}",
+                                   ToString(pred->op()));
+      }
+    }
+    case BoundPredicate::Kind::kLiteral: {
+      const auto& literal_pred =
+          internal::checked_cast<const BoundLiteralPredicate&>(*pred);
+      switch (pred->op()) {
+        case Expression::Operation::kLt:
+          return LtImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kLtEq:
+          return LtEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kGt:
+          return GtImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kGtEq:
+          return GtEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kEq:
+          return EqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kNotEq:
+          return NotEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kStartsWith:
+          return StartsWithImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kNotStartsWith:
+          return NotStartsWithImpl(pred->term(), literal_pred.literal());
+        default:
+          return InvalidExpression("Invalid operation for 
BoundLiteralPredicate: {}",
+                                   ToString(pred->op()));
+      }
+    }
+    case BoundPredicate::Kind::kSet: {
+      const auto& set_pred = internal::checked_cast<const 
BoundSetPredicate&>(*pred);
+      switch (pred->op()) {
+        case Expression::Operation::kIn:
+          return InImpl(pred->term(), set_pred.literal_set());
+        case Expression::Operation::kNotIn:
+          return NotInImpl(pred->term(), set_pred.literal_set());
+        default:
+          return InvalidExpression("Invalid operation for BoundSetPredicate: 
{}",
+                                   ToString(pred->op()));
+      }
+    }
+  }
+
+  return InvalidExpression("Unsupported bound predicate: {}", 
pred->ToString());
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::Predicate(
+    const std::shared_ptr<BoundPredicate>& pred) {
+  // Get the strict projection and inclusive projection of this predicate in 
partition
+  // data, then use them to determine whether to return the original 
predicate. The
+  // strict projection returns true iff the original predicate would have 
returned true,
+  // so the predicate can be eliminated if the strict projection evaluates to 
true.
+  // Similarly the inclusive projection returns false iff the original 
predicate would
+  // have returned false, so the predicate can also be eliminated if the 
inclusive
+  // projection evaluates to false.
+
+  // Get the field ID from the predicate's reference
+  const auto& ref = pred->reference();
+  int32_t field_id = ref->field().field_id();
+
+  // Find partition fields that match this source field ID
+  std::vector<const PartitionField*> matching_fields;

Review Comment:
   Add, thanks for the reminder.



##########
src/iceberg/expression/residual_evaluator.cc:
##########
@@ -0,0 +1,565 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include "iceberg/expression/residual_evaluator.h"
+
+#include "iceberg/expression/binder.h"
+#include "iceberg/expression/expression.h"
+#include "iceberg/expression/expression_visitor.h"
+#include "iceberg/expression/expressions.h"
+#include "iceberg/expression/predicate.h"
+#include "iceberg/partition_spec.h"
+#include "iceberg/row/struct_like.h"
+#include "iceberg/schema.h"
+#include "iceberg/schema_internal.h"
+#include "iceberg/transform.h"
+#include "iceberg/util/checked_cast.h"
+#include "iceberg/util/macros.h"
+
+namespace iceberg {
+
+class ResidualVisitor : public BoundVisitor<std::shared_ptr<Expression>> {
+ public:
+  ResidualVisitor(const std::shared_ptr<PartitionSpec>& spec,
+                  const std::shared_ptr<Schema>& schema, const StructLike& 
partition_data,
+                  bool case_sensitive)
+      : spec_(spec),
+        schema_(schema),
+        partition_data_(partition_data),
+        case_sensitive_(case_sensitive) {
+    ICEBERG_ASSIGN_OR_THROW(auto partition_type_, 
spec_->PartitionType(*schema));
+    partition_schema_ = FromStructType(std::move(*partition_type_), 
std::nullopt);
+  }
+
+  Result<std::shared_ptr<Expression>> AlwaysTrue() override {
+    return Expressions::AlwaysTrue();
+  }
+
+  Result<std::shared_ptr<Expression>> AlwaysFalse() override {
+    return Expressions::AlwaysFalse();
+  }
+
+  Result<std::shared_ptr<Expression>> Not(
+      const std::shared_ptr<Expression>& child_result) override {
+    return Expressions::Not(child_result);
+  }
+
+  Result<std::shared_ptr<Expression>> And(
+      const std::shared_ptr<Expression>& left_result,
+      const std::shared_ptr<Expression>& right_result) override {
+    return Expressions::And(left_result, right_result);
+  }
+
+  Result<std::shared_ptr<Expression>> Or(
+      const std::shared_ptr<Expression>& left_result,
+      const std::shared_ptr<Expression>& right_result) override {
+    return Expressions::Or(left_result, right_result);
+  }
+
+  Result<std::shared_ptr<Expression>> IsNull(
+      const std::shared_ptr<Bound>& expr) override {
+    return IsNullImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> NotNull(
+      const std::shared_ptr<Bound>& expr) override {
+    return NotNullImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> IsNaN(const std::shared_ptr<Bound>& 
expr) override {
+    return IsNaNImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> NotNaN(
+      const std::shared_ptr<Bound>& expr) override {
+    return NotNaNImpl(expr);
+  }
+
+  Result<std::shared_ptr<Expression>> Lt(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return LtImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> LtEq(const std::shared_ptr<Bound>& expr,
+                                           const Literal& lit) override {
+    return LtEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> Gt(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return GtImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> GtEq(const std::shared_ptr<Bound>& expr,
+                                           const Literal& lit) override {
+    return GtEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> Eq(const std::shared_ptr<Bound>& expr,
+                                         const Literal& lit) override {
+    return EqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> NotEq(const std::shared_ptr<Bound>& expr,
+                                            const Literal& lit) override {
+    return NotEqImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> StartsWith(const std::shared_ptr<Bound>& 
expr,
+                                                 const Literal& lit) override {
+    return StartsWithImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> NotStartsWith(const 
std::shared_ptr<Bound>& expr,
+                                                    const Literal& lit) 
override {
+    return NotStartsWithImpl(expr, lit);
+  }
+
+  Result<std::shared_ptr<Expression>> In(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set) override {
+    return InImpl(expr, literal_set);
+  }
+
+  Result<std::shared_ptr<Expression>> NotIn(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set) override {
+    return NotInImpl(expr, literal_set);
+  }
+
+  Result<std::shared_ptr<Expression>> Predicate(
+      const std::shared_ptr<BoundPredicate>& pred) override;
+
+  Result<std::shared_ptr<Expression>> Predicate(
+      const std::shared_ptr<UnboundPredicate>& pred) override {
+    ICEBERG_ASSIGN_OR_RAISE(auto bound_predicate, pred->Bind(*schema_, 
case_sensitive_));
+    if (bound_predicate->is_bound_predicate()) {
+      ICEBERG_ASSIGN_OR_RAISE(
+          auto residual,
+          
Predicate(std::dynamic_pointer_cast<BoundPredicate>(bound_predicate)));
+      if (residual->is_bound_predicate()) {
+        // replace inclusive original unbound predicate
+        return pred;
+      }
+      return residual;
+    }
+    // if binding didn't result in a Predicate, return the expression
+    return bound_predicate;
+  }
+
+ private:
+  // Helper methods for bound predicates
+  Result<std::shared_ptr<Expression>> EvaluateBoundPredicate(
+      const std::shared_ptr<BoundPredicate>& pred);
+
+  Result<std::shared_ptr<Expression>> IsNullImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> NotNullImpl(const 
std::shared_ptr<Bound>& expr);
+  Result<std::shared_ptr<Expression>> IsNaNImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> NotNaNImpl(const std::shared_ptr<Bound>& 
expr);
+  Result<std::shared_ptr<Expression>> LtImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> LtEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                               const Literal& lit);
+  Result<std::shared_ptr<Expression>> GtImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> GtEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                               const Literal& lit);
+  Result<std::shared_ptr<Expression>> EqImpl(const std::shared_ptr<Bound>& 
expr,
+                                             const Literal& lit);
+  Result<std::shared_ptr<Expression>> NotEqImpl(const std::shared_ptr<Bound>& 
expr,
+                                                const Literal& lit);
+  Result<std::shared_ptr<Expression>> InImpl(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set);
+  Result<std::shared_ptr<Expression>> NotInImpl(
+      const std::shared_ptr<Bound>& expr,
+      const BoundSetPredicate::LiteralSet& literal_set);
+  Result<std::shared_ptr<Expression>> StartsWithImpl(const 
std::shared_ptr<Bound>& expr,
+                                                     const Literal& lit);
+  Result<std::shared_ptr<Expression>> NotStartsWithImpl(
+      const std::shared_ptr<Bound>& expr, const Literal& lit);
+
+  std::shared_ptr<PartitionSpec> spec_;
+  std::shared_ptr<Schema> schema_;
+  std::shared_ptr<Schema> partition_schema_;
+  const StructLike& partition_data_;
+  bool case_sensitive_;
+};
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::IsNullImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNull()) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotNullImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNull()) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::IsNaNImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNaN()) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotNaNImpl(
+    const std::shared_ptr<Bound>& expr) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value.IsNaN()) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::LtImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value < lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::LtEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value <= lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::GtImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value > lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::GtEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value >= lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::EqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value == lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotEqImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (value != lit) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::InImpl(
+    const std::shared_ptr<Bound>& expr,
+    const BoundSetPredicate::LiteralSet& literal_set) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (literal_set.contains(value)) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotInImpl(
+    const std::shared_ptr<Bound>& expr,
+    const BoundSetPredicate::LiteralSet& literal_set) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+  if (literal_set.contains(value)) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::StartsWithImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+
+  // Both value and literal should be strings
+  if (!std::holds_alternative<std::string>(value.value()) ||
+      !std::holds_alternative<std::string>(lit.value())) {
+    return Expressions::AlwaysFalse();
+  }
+
+  const auto& str_value = std::get<std::string>(value.value());
+  const auto& str_prefix = std::get<std::string>(lit.value());
+  if (str_value.starts_with(str_prefix)) {
+    return Expressions::AlwaysTrue();
+  }
+  return Expressions::AlwaysFalse();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::NotStartsWithImpl(
+    const std::shared_ptr<Bound>& expr, const Literal& lit) {
+  ICEBERG_ASSIGN_OR_RAISE(auto value, expr->Evaluate(partition_data_));
+
+  // Both value and literal should be strings
+  if (!std::holds_alternative<std::string>(value.value()) ||
+      !std::holds_alternative<std::string>(lit.value())) {
+    return Expressions::AlwaysTrue();
+  }
+
+  const auto& str_value = std::get<std::string>(value.value());
+  const auto& str_prefix = std::get<std::string>(lit.value());
+  if (str_value.starts_with(str_prefix)) {
+    return Expressions::AlwaysFalse();
+  }
+  return Expressions::AlwaysTrue();
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::EvaluateBoundPredicate(
+    const std::shared_ptr<BoundPredicate>& pred) {
+  ICEBERG_DCHECK(pred != nullptr, "BoundPredicate cannot be null");
+
+  switch (pred->kind()) {
+    case BoundPredicate::Kind::kUnary: {
+      switch (pred->op()) {
+        case Expression::Operation::kIsNull:
+          return IsNullImpl(pred->term());
+        case Expression::Operation::kNotNull:
+          return NotNullImpl(pred->term());
+        case Expression::Operation::kIsNan:
+          return IsNaNImpl(pred->term());
+        case Expression::Operation::kNotNan:
+          return NotNaNImpl(pred->term());
+        default:
+          return InvalidExpression("Invalid operation for BoundUnaryPredicate: 
{}",
+                                   ToString(pred->op()));
+      }
+    }
+    case BoundPredicate::Kind::kLiteral: {
+      const auto& literal_pred =
+          internal::checked_cast<const BoundLiteralPredicate&>(*pred);
+      switch (pred->op()) {
+        case Expression::Operation::kLt:
+          return LtImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kLtEq:
+          return LtEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kGt:
+          return GtImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kGtEq:
+          return GtEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kEq:
+          return EqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kNotEq:
+          return NotEqImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kStartsWith:
+          return StartsWithImpl(pred->term(), literal_pred.literal());
+        case Expression::Operation::kNotStartsWith:
+          return NotStartsWithImpl(pred->term(), literal_pred.literal());
+        default:
+          return InvalidExpression("Invalid operation for 
BoundLiteralPredicate: {}",
+                                   ToString(pred->op()));
+      }
+    }
+    case BoundPredicate::Kind::kSet: {
+      const auto& set_pred = internal::checked_cast<const 
BoundSetPredicate&>(*pred);
+      switch (pred->op()) {
+        case Expression::Operation::kIn:
+          return InImpl(pred->term(), set_pred.literal_set());
+        case Expression::Operation::kNotIn:
+          return NotInImpl(pred->term(), set_pred.literal_set());
+        default:
+          return InvalidExpression("Invalid operation for BoundSetPredicate: 
{}",
+                                   ToString(pred->op()));
+      }
+    }
+  }
+
+  return InvalidExpression("Unsupported bound predicate: {}", 
pred->ToString());
+}
+
+Result<std::shared_ptr<Expression>> ResidualVisitor::Predicate(
+    const std::shared_ptr<BoundPredicate>& pred) {
+  // Get the strict projection and inclusive projection of this predicate in 
partition
+  // data, then use them to determine whether to return the original 
predicate. The
+  // strict projection returns true iff the original predicate would have 
returned true,
+  // so the predicate can be eliminated if the strict projection evaluates to 
true.
+  // Similarly the inclusive projection returns false iff the original 
predicate would
+  // have returned false, so the predicate can also be eliminated if the 
inclusive
+  // projection evaluates to false.
+
+  // Get the field ID from the predicate's reference
+  const auto& ref = pred->reference();
+  int32_t field_id = ref->field().field_id();
+
+  // Find partition fields that match this source field ID
+  std::vector<const PartitionField*> matching_fields;

Review Comment:
   Added, thanks for the reminder.



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