wgtmac commented on code in PR #238:
URL: https://github.com/apache/iceberg-cpp/pull/238#discussion_r2428103742


##########
src/iceberg/expression/literal.cc:
##########
@@ -193,12 +205,44 @@ std::strong_ordering CompareFloat(T lhs, T rhs) {
   return lhs_is_negative <=> rhs_is_negative;
 }
 
+std::strong_ordering CompareDecimal(Literal const& lhs, Literal const& rhs) {
+  ICEBERG_DCHECK(std::holds_alternative<Decimal>(lhs.value()),
+                 "LHS of decimal comparison must hold Decimal");
+  ICEBERG_DCHECK(std::holds_alternative<Decimal>(rhs.value()),
+                 "RHS of decimal comparison must hold decimal");
+  const auto& lhs_type = std::dynamic_pointer_cast<DecimalType>(lhs.type());
+  const auto& rhs_type = std::dynamic_pointer_cast<DecimalType>(rhs.type());
+  ICEBERG_DCHECK(lhs_type != nullptr, "LHS type must be DecimalType");
+  ICEBERG_DCHECK(rhs_type != nullptr, "RHS type must be DecimalType");
+  auto lhs_decimal = std::get<Decimal>(lhs.value());
+  auto rhs_decimal = std::get<Decimal>(rhs.value());
+  if (lhs_type->scale() == rhs_type->scale()) {
+    return lhs_decimal <=> rhs_decimal;
+  } else if (lhs_type->scale() > rhs_type->scale()) {
+    // Rescale to larger scale
+    auto rhs_res = rhs_decimal.Rescale(rhs_type->scale(), lhs_type->scale());
+    if (!rhs_res) {
+      // Rescale would cause data loss, so lhs is definitely less than rhs
+      return std::strong_ordering::less;
+    }
+    return lhs_decimal <=> rhs_res.value();
+  } else {
+    // Rescale to larger scale
+    auto lhs_res = lhs_decimal.Rescale(lhs_type->scale(), rhs_type->scale());
+    if (!lhs_res) {
+      // Rescale would cause data loss, so lhs is definitely greater than rhs
+      return std::strong_ordering::greater;
+    }
+    return lhs_res.value() <=> rhs_decimal;
+  }
+}
+
 bool Literal::operator==(const Literal& other) const { return (*this <=> 
other) == 0; }
 
 // Three-way comparison operator
 std::partial_ordering Literal::operator<=>(const Literal& other) const {
   // If types are different, comparison is unordered
-  if (*type_ != *other.type_) {
+  if (type_->type_id() != other.type_->type_id()) {

Review Comment:
   We shouldn't change this. Otherwise the assumption no longer holds for types 
including fixed and timestamp.



##########
src/iceberg/expression/literal.h:
##########
@@ -76,6 +78,8 @@ class ICEBERG_EXPORT Literal : public util::Formattable {
   static Literal UUID(Uuid value);
   static Literal Binary(std::vector<uint8_t> value);
   static Literal Fixed(std::vector<uint8_t> value);
+  static Literal MakeDecimal(Decimal value, int32_t precision, int32_t scale);

Review Comment:
   
   ```suggestion
     static Literal Decimal(int128_t value, int32_t precision, int32_t scale);
   ```
   
   I prefer `int128_t` over `Decimal` because it is no easier to create a 
`Decimal` than `int128_t`. In this way, we also don't need to make this 
function name a special one.



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16
+  std::chrono::sys_days sd = std::chrono::year{2017} / 11 / 16;
+  std::chrono::sys_days epoch{std::chrono::year{1970} / 1 / 1};
+  int32_t days = (sd - epoch).count();
+  std::cout << "days: " << days << std::endl;
+  EXPECT_EQ(BucketUtils::HashInt(days), -653330422);
+
+  // time
+  // 22:31:08 in microseconds
+  int64_t time_micros = (22 * 3600 + 31 * 60 + 8) * 1000000LL;
+  std::cout << "time micros: " << time_micros << std::endl;

Review Comment:
   ```suggestion
   ```



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16
+  std::chrono::sys_days sd = std::chrono::year{2017} / 11 / 16;
+  std::chrono::sys_days epoch{std::chrono::year{1970} / 1 / 1};
+  int32_t days = (sd - epoch).count();
+  std::cout << "days: " << days << std::endl;
+  EXPECT_EQ(BucketUtils::HashInt(days), -653330422);
+
+  // time
+  // 22:31:08 in microseconds
+  int64_t time_micros = (22 * 3600 + 31 * 60 + 8) * 1000000LL;
+  std::cout << "time micros: " << time_micros << std::endl;
+  EXPECT_EQ(BucketUtils::HashLong(time_micros), -662762989);
+
+  // timestamp
+  // 2017-11-16T22:31:08 in microseconds
+  std::chrono::system_clock::time_point tp =
+      std::chrono::sys_days{std::chrono::year{2017} / 11 / 16} + 
std::chrono::hours{22} +
+      std::chrono::minutes{31} + std::chrono::seconds{8};
+  int64_t timestamp_micros =
+      
std::chrono::duration_cast<std::chrono::microseconds>(tp.time_since_epoch())
+          .count();
+  std::cout << "timestamp micros: " << timestamp_micros << std::endl;
+  EXPECT_EQ(BucketUtils::HashLong(timestamp_micros), -2047944441);
+  // 2017-11-16T22:31:08.000001 in microseconds
+  EXPECT_EQ(BucketUtils::HashLong(timestamp_micros + 1), -1207196810);
+
+  // string
+  std::string str = "iceberg";
+  EXPECT_EQ(BucketUtils::HashBytes(std::span<const uint8_t>(
+                reinterpret_cast<const uint8_t*>(str.data()), str.size())),
+            1210000089);
+
+  // uuid
+  // f79c3e09-677c-4bbd-a479-3f349cb785e7
+  std::array<uint8_t, 16> uuid = {0xf7, 0x9c, 0x3e, 0x09, 0x67, 0x7c, 0x4b, 
0xbd,

Review Comment:
   It looks better if we use `Uuid::FromString` here.



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16
+  std::chrono::sys_days sd = std::chrono::year{2017} / 11 / 16;
+  std::chrono::sys_days epoch{std::chrono::year{1970} / 1 / 1};
+  int32_t days = (sd - epoch).count();
+  std::cout << "days: " << days << std::endl;
+  EXPECT_EQ(BucketUtils::HashInt(days), -653330422);
+
+  // time
+  // 22:31:08 in microseconds
+  int64_t time_micros = (22 * 3600 + 31 * 60 + 8) * 1000000LL;
+  std::cout << "time micros: " << time_micros << std::endl;
+  EXPECT_EQ(BucketUtils::HashLong(time_micros), -662762989);
+
+  // timestamp
+  // 2017-11-16T22:31:08 in microseconds
+  std::chrono::system_clock::time_point tp =
+      std::chrono::sys_days{std::chrono::year{2017} / 11 / 16} + 
std::chrono::hours{22} +
+      std::chrono::minutes{31} + std::chrono::seconds{8};
+  int64_t timestamp_micros =
+      
std::chrono::duration_cast<std::chrono::microseconds>(tp.time_since_epoch())
+          .count();
+  std::cout << "timestamp micros: " << timestamp_micros << std::endl;

Review Comment:
   ```suggestion
   ```



##########
src/iceberg/expression/literal.h:
##########
@@ -76,6 +78,8 @@ class ICEBERG_EXPORT Literal : public util::Formattable {
   static Literal UUID(Uuid value);
   static Literal Binary(std::vector<uint8_t> value);
   static Literal Fixed(std::vector<uint8_t> value);
+  static Literal MakeDecimal(Decimal value, int32_t precision, int32_t scale);

Review Comment:
   We can also use `static Literal Decimal_(Decimal value, int32_t precision, 
int32_t scale);`
   
   or
   
   `static Literal Decimal(::iceberg::Decimal value, int32_t precision, int32_t 
scale);`
   



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16

Review Comment:
   ```suggestion
   ```
   
   This looks unnecessary



##########
src/iceberg/test/literal_test.cc:
##########
@@ -204,6 +204,33 @@ TEST(LiteralTest, DoubleComparison) {
   EXPECT_EQ(double2 <=> double1, std::partial_ordering::greater);
 }
 
+// Decimal type tests
+TEST(LiteralTest, DecimalBasics) {

Review Comment:
   Please rebase this PR. I think a recent commit has improved this file a lot. 
Please follow the similar pattern to use parameterized test.



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16
+  std::chrono::sys_days sd = std::chrono::year{2017} / 11 / 16;
+  std::chrono::sys_days epoch{std::chrono::year{1970} / 1 / 1};
+  int32_t days = (sd - epoch).count();
+  std::cout << "days: " << days << std::endl;
+  EXPECT_EQ(BucketUtils::HashInt(days), -653330422);
+
+  // time
+  // 22:31:08 in microseconds
+  int64_t time_micros = (22 * 3600 + 31 * 60 + 8) * 1000000LL;
+  std::cout << "time micros: " << time_micros << std::endl;
+  EXPECT_EQ(BucketUtils::HashLong(time_micros), -662762989);
+
+  // timestamp
+  // 2017-11-16T22:31:08 in microseconds
+  std::chrono::system_clock::time_point tp =

Review Comment:
   Perhaps we can add some utility functions in the temporal_util.h to create 
date/time/timestamp from structural inputs.



##########
src/iceberg/test/bucket_util_test.cc:
##########
@@ -0,0 +1,84 @@
+/*
+ * 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/util/bucket_util.h"
+
+#include <chrono>
+
+#include <gtest/gtest.h>
+
+namespace iceberg {
+
+// The following tests are from
+// https://iceberg.apache.org/spec/#appendix-b-32-bit-hash-requirements
+TEST(BucketUtilsTest, HashHelper) {
+  // int and long
+  EXPECT_EQ(BucketUtils::HashInt(34), 2017239379);
+  EXPECT_EQ(BucketUtils::HashLong(34L), 2017239379);
+
+  // decimal hash
+  auto decimal = Decimal::FromString("14.20");
+  ASSERT_TRUE(decimal.has_value());
+  EXPECT_EQ(BucketUtils::HashBytes(Decimal::ToBigEndian(decimal->value())), 
-500754589);
+
+  // date hash
+  // 2017-11-16
+  std::chrono::sys_days sd = std::chrono::year{2017} / 11 / 16;
+  std::chrono::sys_days epoch{std::chrono::year{1970} / 1 / 1};
+  int32_t days = (sd - epoch).count();
+  std::cout << "days: " << days << std::endl;

Review Comment:
   ```suggestion
   ```



##########
src/iceberg/test/transform_test.cc:
##########
@@ -245,6 +246,14 @@ TEST(TransformLiteralTest, BucketTransform) {
   constexpr int32_t num_buckets = 4;
   auto transform = Transform::Bucket(num_buckets);
 
+  // uuid
+  // f79c3e09-677c-4bbd-a479-3f349cb785e7
+  std::array<uint8_t, 16> uuid = {0xf7, 0x9c, 0x3e, 0x09, 0x67, 0x7c, 0x4b, 
0xbd,

Review Comment:
   nit: use `Uuid` here?



##########
src/iceberg/test/transform_test.cc:
##########
@@ -253,23 +262,43 @@ TEST(TransformLiteralTest, BucketTransform) {
 
   const std::vector<Case> cases = {
       {.source_type = iceberg::int32(),
-       .source = Literal::Int(42),
+       .source = Literal::Int(34),
+       .expected = Literal::Int(3)},
+      {.source_type = iceberg::int64(),
+       .source = Literal::Long(34),
+       .expected = Literal::Int(3)},
+      // decimal 14.20
+      {.source_type = iceberg::decimal(4, 2),
+       .source = Literal::MakeDecimal(1420, 4, 2),
        .expected = Literal::Int(3)},
+      // 2017-11-16
       {.source_type = iceberg::date(),
-       .source = Literal::Date(30000),
+       .source = Literal::Date(17486),
        .expected = Literal::Int(2)},
-      {.source_type = iceberg::int64(),
-       .source = Literal::Long(1234567890),
+      // // 22:31:08 in microseconds
+      {.source_type = iceberg::time(),
+       .source = Literal::Time(81068000000),
        .expected = Literal::Int(3)},
+      // // 2017-11-16T22:31:08 in microseconds
       {.source_type = iceberg::timestamp(),
-       .source = Literal::Timestamp(1622547800000000),
-       .expected = Literal::Int(1)},
+       .source = Literal::Timestamp(1510871468000000),
+       .expected = Literal::Int(3)},
+      // // 2017-11-16T22:31:08.000001 in microseconds
       {.source_type = iceberg::timestamp_tz(),
-       .source = Literal::TimestampTz(1622547800000000),
-       .expected = Literal::Int(1)},
+       .source = Literal::TimestampTz(1510871468000001),

Review Comment:
   Why changing both values here?



##########
src/iceberg/expression/literal.cc:
##########
@@ -307,6 +355,14 @@ std::string Literal::ToString() const {
     case TypeId::kDouble: {
       return std::to_string(std::get<double>(value_));
     }
+    case TypeId::kDecimal: {
+      auto decimal = std::get<Decimal>(value_);
+      auto decimal_type = std::dynamic_pointer_cast<DecimalType>(type_);
+      ICEBERG_DCHECK(decimal_type != nullptr, "Type must be DecimalType");
+      auto result = decimal.ToString(decimal_type->scale());
+      ICEBERG_CHECK(result, "Decimal ToString failed");
+      return *result;

Review Comment:
   ```suggestion
         const auto& decimal_type = internal::checked_cast<DecimalType>(*type_);
         auto decimal = std::get<Decimal>(value_);
         return decimal.ToString(decimal_type.scale());
   ```



##########
src/iceberg/expression/literal.cc:
##########
@@ -193,12 +205,44 @@ std::strong_ordering CompareFloat(T lhs, T rhs) {
   return lhs_is_negative <=> rhs_is_negative;
 }
 
+std::strong_ordering CompareDecimal(Literal const& lhs, Literal const& rhs) {
+  ICEBERG_DCHECK(std::holds_alternative<Decimal>(lhs.value()),
+                 "LHS of decimal comparison must hold Decimal");
+  ICEBERG_DCHECK(std::holds_alternative<Decimal>(rhs.value()),
+                 "RHS of decimal comparison must hold decimal");
+  const auto& lhs_type = std::dynamic_pointer_cast<DecimalType>(lhs.type());
+  const auto& rhs_type = std::dynamic_pointer_cast<DecimalType>(rhs.type());
+  ICEBERG_DCHECK(lhs_type != nullptr, "LHS type must be DecimalType");
+  ICEBERG_DCHECK(rhs_type != nullptr, "RHS type must be DecimalType");
+  auto lhs_decimal = std::get<Decimal>(lhs.value());
+  auto rhs_decimal = std::get<Decimal>(rhs.value());
+  if (lhs_type->scale() == rhs_type->scale()) {
+    return lhs_decimal <=> rhs_decimal;
+  } else if (lhs_type->scale() > rhs_type->scale()) {
+    // Rescale to larger scale
+    auto rhs_res = rhs_decimal.Rescale(rhs_type->scale(), lhs_type->scale());
+    if (!rhs_res) {
+      // Rescale would cause data loss, so lhs is definitely less than rhs

Review Comment:
   This is not future-proof thus looks unsafe. It is better to explicitly call 
`RescaleWouldCauseDataLoss` to know this, then return unordered if any error 
happens after calling `Rescale`.



##########
src/iceberg/util/truncate_util.h:
##########
@@ -19,10 +19,13 @@
 
 #pragma once
 
+#include <cstdint>
 #include <string>
 #include <utility>
 
+#include "iceberg/expression/literal.h"

Review Comment:
   Use forward declaration for Literal?



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