diff --git a/velox/connectors/hive/iceberg/CMakeLists.txt b/velox/connectors/hive/iceberg/CMakeLists.txt
index 0c6662595097..5822cb7b4d2f 100644
--- a/velox/connectors/hive/iceberg/CMakeLists.txt
+++ b/velox/connectors/hive/iceberg/CMakeLists.txt
@@ -15,6 +15,7 @@
 velox_add_library(
   velox_hive_iceberg_splitreader
   IcebergDataSink.cpp
+  IcebergPartitionPath.cpp
   IcebergSplit.cpp
   IcebergSplitReader.cpp
   PartitionSpec.cpp
diff --git a/velox/connectors/hive/iceberg/IcebergPartitionPath.cpp b/velox/connectors/hive/iceberg/IcebergPartitionPath.cpp
new file mode 100644
index 000000000000..2e6429597197
--- /dev/null
+++ b/velox/connectors/hive/iceberg/IcebergPartitionPath.cpp
@@ -0,0 +1,85 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed 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 "velox/connectors/hive/iceberg/IcebergPartitionPath.h"
+#include "velox/common/encode/Base64.h"
+
+namespace facebook::velox::connector::hive::iceberg {
+
+std::string IcebergPartitionPath::toPartitionString(
+    int32_t value,
+    const TypePtr& type) const {
+  constexpr int32_t kEpochYear = 1970;
+  switch (transformType_) {
+    case TransformType::kIdentity: {
+      if (type->isDate()) {
+        return DATE()->toString(value);
+      }
+      return fmt::to_string(value);
+    }
+    case TransformType::kDay:
+      return DATE()->toString(value);
+    case TransformType::kYear:
+      return fmt::format("{:04d}", kEpochYear + value);
+    case TransformType::kMonth: {
+      int32_t year = kEpochYear + value / 12;
+      int32_t month = 1 + value % 12;
+      if (month <= 0) {
+        month += 12;
+        year -= 1;
+      }
+      return fmt::format("{:04d}-{:02d}", year, month);
+    }
+    case TransformType::kHour: {
+      int64_t seconds = static_cast<int64_t>(value) * 3600;
+      std::tm tmValue;
+      VELOX_USER_CHECK(
+          Timestamp::epochToCalendarUtc(seconds, tmValue),
+          "Failed to convert seconds to time: {}",
+          seconds);
+      return fmt::format(
+          "{:04d}-{:02d}-{:02d}-{:02d}",
+          tmValue.tm_year + 1900,
+          tmValue.tm_mon + 1,
+          tmValue.tm_mday,
+          tmValue.tm_hour);
+    }
+    default:
+      return fmt::to_string(value);
+  }
+}
+
+std::string IcebergPartitionPath::toPartitionString(
+    Timestamp value,
+    const TypePtr& type) const {
+  VELOX_CHECK(transformType_ == TransformType::kIdentity);
+  TimestampToStringOptions options;
+  options.precision = TimestampPrecision::kMilliseconds;
+  options.zeroPaddingYear = true;
+  options.skipTrailingZeros = true;
+  options.leadingPositiveSign = true;
+  return value.toString(options);
+}
+
+std::string IcebergPartitionPath::toPartitionString(
+    StringView value,
+    const TypePtr& type) const {
+  if (type->isVarbinary()) {
+    return encoding::Base64::encode(value.data(), value.size());
+  }
+  return std::string(value);
+}
+
+} // namespace facebook::velox::connector::hive::iceberg
diff --git a/velox/connectors/hive/iceberg/IcebergPartitionPath.h b/velox/connectors/hive/iceberg/IcebergPartitionPath.h
new file mode 100644
index 000000000000..7e6108b074f5
--- /dev/null
+++ b/velox/connectors/hive/iceberg/IcebergPartitionPath.h
@@ -0,0 +1,69 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed 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.
+ */
+
+#pragma once
+
+#include "velox/connectors/hive/HivePartitionUtil.h"
+#include "velox/connectors/hive/iceberg/PartitionSpec.h"
+
+namespace facebook::velox::connector::hive::iceberg {
+
+/// Converts a partition value to its string representation for use in
+/// partition directory path. The implementation follows the behavior of
+/// the Apache Iceberg Java library for partition path name.
+class IcebergPartitionPath : public HivePartitionUtil {
+ public:
+  explicit IcebergPartitionPath(TransformType transformType)
+      : transformType_(transformType) {}
+
+  using HivePartitionUtil::toPartitionString;
+
+  /// Converts an int32_t partition key to its string representation based on
+  /// the transform type:
+  /// - kIdentity: For DATE type return "YYYY-MM-DD" format (e.g.,
+  ///              "2025-11-07").
+  ///              For other types return the value as-is (e.g., "-123").
+  /// - kDay: Returns date in "YYYY-MM-DD" format (e.g., "2025-11-07").
+  /// - kYear: Returns 4-digit year "YYYY" (e.g., "2025").
+  /// - kMonth: Returns "YYYY-MM" format (e.g., "2025-01").
+  /// - kHour: Returns "YYYY-MM-DD-HH" format (e.g., "2025-11-07-21").
+  std::string toPartitionString(int32_t value, const TypePtr& type)
+      const override;
+
+  /// Returns timestamp formatted with milliseconds precision, zero-padded year,
+  /// trailing zeros skipped, and leading positive sign for years >= 10000.
+  /// Examples:
+  /// - Timestamp(0, 0) -> "1970-01-01T00:00:00".
+  /// - Timestamp(1609459200, 999000000) -> "2021-01-01T00:00:00.999".
+  /// - Timestamp(1640995200, 500000000) -> "2022-01-01T00:00:00.5".
+  /// - Timestamp(-1, 999000000) -> "1969-12-31T23:59:59.999".
+  /// - Timestamp(253402300800, 100000000) -> "+10000-01-01T00:00:00.1".
+  std::string toPartitionString(Timestamp value, const TypePtr& type)
+      const override;
+
+  /// Converts a StringView partition key to its string representation.
+  /// - For VARBINARY type returns Base64-encoded string.
+  /// - For VARCHAR type returns the string value as-is.
+  std::string toPartitionString(StringView value, const TypePtr& type)
+      const override;
+
+ private:
+  const TransformType transformType_;
+};
+
+using IcebergPartitionPathPtr = std::shared_ptr<const IcebergPartitionPath>;
+
+} // namespace facebook::velox::connector::hive::iceberg
diff --git a/velox/connectors/hive/iceberg/tests/CMakeLists.txt b/velox/connectors/hive/iceberg/tests/CMakeLists.txt
index 8abc11f7b9a1..bed84d138c1b 100644
--- a/velox/connectors/hive/iceberg/tests/CMakeLists.txt
+++ b/velox/connectors/hive/iceberg/tests/CMakeLists.txt
@@ -60,6 +60,7 @@ if(NOT VELOX_DISABLE_GOOGLETEST)
   add_executable(
     velox_hive_iceberg_insert_test
     IcebergInsertTest.cpp
+    IcebergPartitionPathTest.cpp
     IcebergTestBase.cpp
     Main.cpp
     PartitionSpecTest.cpp
diff --git a/velox/connectors/hive/iceberg/tests/IcebergPartitionPathTest.cpp b/velox/connectors/hive/iceberg/tests/IcebergPartitionPathTest.cpp
new file mode 100644
index 000000000000..01c20d321e8f
--- /dev/null
+++ b/velox/connectors/hive/iceberg/tests/IcebergPartitionPathTest.cpp
@@ -0,0 +1,145 @@
+/*
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed 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 <gtest/gtest.h>
+
+#include "velox/connectors/hive/iceberg/IcebergPartitionPath.h"
+#include "velox/type/Type.h"
+
+namespace facebook::velox::connector::hive::iceberg {
+
+namespace {
+
+template <typename T>
+std::string toPath(TransformType transform, T value, const TypePtr& type) {
+  return IcebergPartitionPath(transform).toPartitionString(value, type);
+}
+
+std::string timestampToPath(const Timestamp& timestamp) {
+  return toPath(TransformType::kIdentity, timestamp, TIMESTAMP());
+}
+
+std::string testString(
+    const std::string& value,
+    const TypePtr& typePtr = VARCHAR()) {
+  auto identityResult =
+      toPath(TransformType::kIdentity, StringView(value), typePtr);
+  auto truncateResult =
+      toPath(TransformType::kTruncate, StringView(value), typePtr);
+  EXPECT_EQ(identityResult, truncateResult);
+  return identityResult;
+}
+
+std::string testVarbinary(const std::string& value) {
+  return testString(value, VARBINARY());
+}
+
+std::string testInteger(int32_t value) {
+  auto identity = toPath(TransformType::kIdentity, value, INTEGER());
+  auto bucket = toPath(TransformType::kBucket, value, INTEGER());
+  auto trunc = toPath(TransformType::kTruncate, value, INTEGER());
+  EXPECT_EQ(identity, trunc);
+  EXPECT_EQ(bucket, trunc);
+  return trunc;
+}
+
+TEST(IcebergPartitionPathTest, integer) {
+  EXPECT_EQ(testInteger(0), "0");
+  EXPECT_EQ(testInteger(1), "1");
+  EXPECT_EQ(testInteger(100), "100");
+  EXPECT_EQ(testInteger(-100), "-100");
+  EXPECT_EQ(testInteger(128), "128");
+  EXPECT_EQ(testInteger(1024), "1024");
+}
+
+TEST(IcebergPartitionPathTest, date) {
+  EXPECT_EQ(toPath(TransformType::kIdentity, 18'262, DATE()), "2020-01-01");
+  EXPECT_EQ(toPath(TransformType::kIdentity, 0, DATE()), "1970-01-01");
+  EXPECT_EQ(toPath(TransformType::kIdentity, -1, DATE()), "1969-12-31");
+  EXPECT_EQ(toPath(TransformType::kIdentity, 2'932'897, DATE()), "10000-01-01");
+}
+
+TEST(IcebergPartitionPathTest, boolean) {
+  EXPECT_EQ(toPath(TransformType::kIdentity, true, BOOLEAN()), "true");
+  EXPECT_EQ(toPath(TransformType::kIdentity, false, BOOLEAN()), "false");
+}
+
+TEST(IcebergPartitionPathTest, string) {
+  EXPECT_EQ(testString("a/b/c=d"), "a/b/c=d");
+  EXPECT_EQ(testString(""), "");
+  EXPECT_EQ(testString("abc"), "abc");
+}
+
+TEST(IcebergPartitionPathTest, varbinary) {
+  EXPECT_EQ(testVarbinary("\x48\x65\x6c\x6c\x6f"), "SGVsbG8=");
+  EXPECT_EQ(testVarbinary("\x1\x2\x3"), "AQID");
+  EXPECT_EQ(testVarbinary(""), "");
+}
+
+TEST(IcebergPartitionPathTest, timestamp) {
+  EXPECT_EQ(timestampToPath(Timestamp(0, 0)), "1970-01-01T00:00:00");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(1'609'459'200, 999'000'000)),
+      "2021-01-01T00:00:00.999");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(1'640'995'200, 500'000'000)),
+      "2022-01-01T00:00:00.5");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(-1, 999'000'000)), "1969-12-31T23:59:59.999");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(253'402'300'800, 100'000'000)),
+      "+10000-01-01T00:00:00.1");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(-62'170'000'000, 0)), "-0001-11-29T19:33:20");
+  EXPECT_EQ(
+      timestampToPath(Timestamp(-62'167'219'199, 0)), "0000-01-01T00:00:01");
+}
+
+TEST(IcebergPartitionPathTest, year) {
+  EXPECT_EQ(toPath(TransformType::kYear, 0, INTEGER()), "1970");
+  EXPECT_EQ(toPath(TransformType::kYear, 1, INTEGER()), "1971");
+  EXPECT_EQ(toPath(TransformType::kYear, 8'030, INTEGER()), "10000");
+  EXPECT_EQ(toPath(TransformType::kYear, -1, INTEGER()), "1969");
+  EXPECT_EQ(toPath(TransformType::kYear, -50, INTEGER()), "1920");
+}
+
+TEST(IcebergPartitionPathTest, month) {
+  EXPECT_EQ(toPath(TransformType::kMonth, 0, INTEGER()), "1970-01");
+  EXPECT_EQ(toPath(TransformType::kMonth, 1, INTEGER()), "1970-02");
+  EXPECT_EQ(toPath(TransformType::kMonth, 11, INTEGER()), "1970-12");
+  EXPECT_EQ(toPath(TransformType::kMonth, 612, INTEGER()), "2021-01");
+  EXPECT_EQ(toPath(TransformType::kMonth, -1, INTEGER()), "1969-12");
+  EXPECT_EQ(toPath(TransformType::kMonth, -13, INTEGER()), "1968-12");
+}
+
+TEST(IcebergPartitionPathTest, day) {
+  EXPECT_EQ(toPath(TransformType::kDay, 0, DATE()), "1970-01-01");
+  EXPECT_EQ(toPath(TransformType::kDay, 1, DATE()), "1970-01-02");
+  EXPECT_EQ(toPath(TransformType::kDay, 18'262, DATE()), "2020-01-01");
+  EXPECT_EQ(toPath(TransformType::kDay, -1, DATE()), "1969-12-31");
+}
+
+TEST(IcebergPartitionPathTest, hour) {
+  EXPECT_EQ(toPath(TransformType::kHour, 0, INTEGER()), "1970-01-01-00");
+  EXPECT_EQ(toPath(TransformType::kHour, 1, INTEGER()), "1970-01-01-01");
+  EXPECT_EQ(toPath(TransformType::kHour, 24, INTEGER()), "1970-01-02-00");
+  EXPECT_EQ(toPath(TransformType::kHour, 438'288, INTEGER()), "2020-01-01-00");
+  EXPECT_EQ(toPath(TransformType::kHour, -1, INTEGER()), "1969-12-31-23");
+}
+
+} // namespace
+
+} // namespace facebook::velox::connector::hive::iceberg