diff --git a/velox/connectors/hive/iceberg/DeleteFileReader.cpp b/velox/connectors/hive/iceberg/DeleteFileReader.cpp
index 143f2e73609b..daa428e2475c 100644
--- a/velox/connectors/hive/iceberg/DeleteFileReader.cpp
+++ b/velox/connectors/hive/iceberg/DeleteFileReader.cpp
@@ -18,6 +18,7 @@
 
 #include "velox/connectors/hive/iceberg/IcebergDeleteFile.h"
 #include "velox/connectors/hive/iceberg/IcebergMetadataColumns.h"
+#include "velox/type/Filter.h"
 
 namespace facebook::velox::connector::hive::iceberg {
 DeleteFileReader::DeleteFileReader(
@@ -82,7 +83,12 @@ void DeleteFileReader::createPositionalDeleteDataSource(
   // TODO: Build filters on the path column: filePathColumn = baseFilePath_
   // TODO: Build filters on the positionsColumn:
   //  positionsColumn >= baseReadOffset_ + splitOffsetInFile
-  SubfieldFilters subfieldFilters = {};
+  SubfieldFilters subfieldFilters;
+  std::vector<std::string> values = {baseFilePath_};
+  std::unique_ptr<common::Filter> pathFilter =
+      std::make_unique<common::BytesValues>(values, false);
+  subfieldFilters[common::Subfield(filePathColumn->name)] =
+      std::move(pathFilter);
 
   auto deleteTableHandle = std::make_shared<HiveTableHandle>(
       connectorId, deleteFileName, false, std::move(subfieldFilters), nullptr);
diff --git a/velox/connectors/hive/iceberg/tests/IcebergReadTest.cpp b/velox/connectors/hive/iceberg/tests/IcebergReadTest.cpp
index 6b599861312a..3b6c24d38d9a 100644
--- a/velox/connectors/hive/iceberg/tests/IcebergReadTest.cpp
+++ b/velox/connectors/hive/iceberg/tests/IcebergReadTest.cpp
@@ -34,24 +34,36 @@ namespace facebook::velox::connector::hive::iceberg {
 
 class HiveIcebergTest : public HiveConnectorTestBase {
  public:
-  void assertPositionalDeletes(const std::vector<int64_t>& deleteRows) {
+  void assertPositionalDeletes(
+      const std::vector<int64_t>& deleteRows,
+      bool multipleBaseFiles = false) {
     assertPositionalDeletes(
         deleteRows,
-        "SELECT * FROM tmp WHERE c0 NOT IN (" + makeNotInList(deleteRows) +
-            ")");
+        "SELECT * FROM tmp WHERE c0 NOT IN (" + makeNotInList(deleteRows) + ")",
+        multipleBaseFiles);
   }
   void assertPositionalDeletes(
       const std::vector<int64_t>& deleteRows,
-      std::string duckdbSql) {
+      std::string duckdbSql,
+      bool multipleBaseFiles = false) {
     std::shared_ptr<TempFilePath> dataFilePath = writeDataFile(rowCount);
-    std::shared_ptr<TempFilePath> deleteFilePath =
-        writePositionDeleteFile(dataFilePath->path, deleteRows);
+
+    std::mt19937 gen{0};
+    int64_t numDeleteRowsBefore =
+        multipleBaseFiles ? folly::Random::rand32(0, 1000, gen) : 0;
+    int64_t numDeleteRowsAfter =
+        multipleBaseFiles ? folly::Random::rand32(0, 1000, gen) : 0;
+    std::shared_ptr<TempFilePath> deleteFilePath = writePositionDeleteFile(
+        dataFilePath->path,
+        deleteRows,
+        numDeleteRowsBefore,
+        numDeleteRowsAfter);
 
     IcebergDeleteFile deleteFile(
         FileContent::kPositionalDeletes,
         deleteFilePath->path,
         fileFomat_,
-        deleteRows.size(),
+        deleteRows.size() + numDeleteRowsBefore + numDeleteRowsAfter,
         testing::internal::GetFileSize(
             std::fopen(deleteFilePath->path.c_str(), "r")));
 
@@ -135,14 +147,50 @@ class HiveIcebergTest : public HiveConnectorTestBase {
 
   std::shared_ptr<TempFilePath> writePositionDeleteFile(
       const std::string& dataFilePath,
-      const std::vector<int64_t>& deleteRows) {
-    uint32_t numDeleteRows = deleteRows.size();
+      const std::vector<int64_t>& deleteRows,
+      int64_t numRowsBefore = 0,
+      int64_t numRowsAfter = 0) {
+    // if containsMultipleDataFiles == true, we will write rows for other base
+    // files before and after the target base file
+    uint32_t numDeleteRows = numRowsBefore + deleteRows.size() + numRowsAfter;
 
     auto child = vectorMaker_.flatVector<int64_t>(std::vector<int64_t>{1UL});
 
-    auto filePathVector = vectorMaker_.flatVector<StringView>(
-        numDeleteRows, [&](auto row) { return StringView(dataFilePath); });
-    auto deletePositionsVector = vectorMaker_.flatVector<int64_t>(deleteRows);
+    auto filePathVector =
+        vectorMaker_.flatVector<StringView>(numDeleteRows, [&](auto row) {
+          if (row < numRowsBefore) {
+            std::string dataFilePathBefore = dataFilePath + "_before";
+            return StringView(dataFilePathBefore);
+          } else if (
+              row >= numRowsBefore && row < deleteRows.size() + numRowsBefore) {
+            return StringView(dataFilePath);
+          } else if (
+              row >= deleteRows.size() + numRowsBefore && row < numDeleteRows) {
+            std::string dataFilePathAfter = dataFilePath + "_after";
+            return StringView(dataFilePathAfter);
+          } else {
+            return StringView();
+          }
+        });
+
+    std::vector<int64_t> deleteRowsVec;
+    deleteRowsVec.reserve(numDeleteRows);
+
+    if (numRowsBefore > 0) {
+      auto rowsBefore = makeSequenceRows(numRowsBefore);
+      deleteRowsVec.insert(
+          deleteRowsVec.end(), rowsBefore.begin(), rowsBefore.end());
+    }
+    deleteRowsVec.insert(
+        deleteRowsVec.end(), deleteRows.begin(), deleteRows.end());
+    if (numRowsAfter > 0) {
+      auto rowsAfter = makeSequenceRows(numRowsAfter);
+      deleteRowsVec.insert(
+          deleteRowsVec.end(), rowsAfter.begin(), rowsAfter.end());
+    }
+
+    auto deletePositionsVector =
+        vectorMaker_.flatVector<int64_t>(deleteRowsVec);
     RowVectorPtr deleteFileVectors = makeRowVector(
         {pathColumn_->name, posColumn_->name},
         {filePathVector, deletePositionsVector});
@@ -189,7 +237,7 @@ class HiveIcebergTest : public HiveConnectorTestBase {
       ICEBERG_DELETE_FILE_POSITIONS_COLUMN();
 };
 
-TEST_F(HiveIcebergTest, positionalDeletes) {
+TEST_F(HiveIcebergTest, positionalDeletesSingleBaseFile) {
   folly::SingletonVault::singleton()->registrationComplete();
 
   // Delete row 0, 1, 2, 3 from the first batch out of two.
@@ -201,12 +249,32 @@ TEST_F(HiveIcebergTest, positionalDeletes) {
   // Delete random rows
   assertPositionalDeletes(makeRandomDeleteRows(rowCount));
   // Delete 0 rows
-  assertPositionalDeletes({}, "SELECT * FROM tmp");
+  assertPositionalDeletes({}, "SELECT * FROM tmp", false);
   // Delete all rows
   assertPositionalDeletes(
-      makeSequenceRows(rowCount), "SELECT * FROM tmp WHERE 1 = 0");
+      makeSequenceRows(rowCount), "SELECT * FROM tmp WHERE 1 = 0", false);
   // Delete rows that don't exist
   assertPositionalDeletes({20000, 29999});
 }
 
+TEST_F(HiveIcebergTest, positionalDeletesMultipleBaseFiles) {
+  folly::SingletonVault::singleton()->registrationComplete();
+
+  //  // Delete row 0, 1, 2, 3 from the first batch out of two.
+  //  assertPositionalDeletes({0, 1, 2, 3}, true);
+  // Delete the first and last row in each batch (10000 rows per batch)
+  assertPositionalDeletes({0, 9999, 10000, 19999}, true);
+  // Delete several rows in the second batch (10000 rows per batch)
+  assertPositionalDeletes({10000, 10002, 19999}, true);
+  // Delete random rows
+  assertPositionalDeletes(makeRandomDeleteRows(rowCount), true);
+  // Delete 0 rows
+  assertPositionalDeletes({}, "SELECT * FROM tmp", true);
+  // Delete all rows
+  assertPositionalDeletes(
+      makeSequenceRows(rowCount), "SELECT * FROM tmp WHERE 1 = 0", true);
+  // Delete rows that don't exist
+  assertPositionalDeletes({20000, 29999}, true);
+}
+
 } // namespace facebook::velox::connector::hive::iceberg
\ No newline at end of file