diff --git a/java/src/main/java/ai/rapids/cudf/NativeDepUtil.java b/java/src/main/java/ai/rapids/cudf/NativeDepUtil.java
new file mode 100644
index 000000000000..0fe5bde2880b
--- /dev/null
+++ b/java/src/main/java/ai/rapids/cudf/NativeDepUtil.java
@@ -0,0 +1,35 @@
+/*
+ * SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+ * SPDX-License-Identifier: Apache-2.0
+ */
+package ai.rapids.cudf;
+
+import java.io.File;
+import java.io.IOException;
+
+/** Command-line utilities for inspecting and extracting packaged native dependencies. */
+public final class NativeDepUtil {
+  private NativeDepUtil() {
+  }
+
+  /**
+   * Extract a packaged native dependency without loading it.
+   *
+   * @param args {@code extract <library-base-name> <destination>}
+   * @throws IOException if the native dependency cannot be extracted
+   */
+  public static void main(String[] args) throws IOException {
+    String os = System.getProperty("os.name");
+    String arch = System.getProperty("os.arch");
+    File destination = execute(args, os, arch);
+    System.out.println(destination);
+  }
+
+  static File execute(String[] args, String os, String arch) throws IOException {
+    if (args.length != 3 || !"extract".equals(args[0])) {
+      throw new IllegalArgumentException(
+          "Usage: NativeDepUtil extract <library-base-name> <destination>");
+    }
+    return NativeDepsLoader.extractNativeDep(os, arch, args[1], new File(args[2]));
+  }
+}
diff --git a/java/src/main/java/ai/rapids/cudf/NativeDepsLoader.java b/java/src/main/java/ai/rapids/cudf/NativeDepsLoader.java
index 54fd1513d113..55681bc3851b 100755
--- a/java/src/main/java/ai/rapids/cudf/NativeDepsLoader.java
+++ b/java/src/main/java/ai/rapids/cudf/NativeDepsLoader.java
@@ -17,6 +17,11 @@
 import java.net.URL;
 import java.nio.ByteBuffer;
 import java.nio.channels.FileChannel;
+import java.nio.file.AtomicMoveNotSupportedException;
+import java.nio.file.FileAlreadyExistsException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.StandardCopyOption;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
@@ -392,22 +397,12 @@ static File createFile(String os, String arch, String baseName) throws IOExcepti
       }
       return loc;
     }
-    String path = arch + "/" + os + "/" + mappedName;
-    URL chunkManifestResource = loader.getResource(path + CHUNK_MANIFEST_SUFFIX);
-    URL resource = chunkManifestResource == null ? loader.getResource(path) : null;
-    if (chunkManifestResource == null && resource == null) {
-      throw new FileNotFoundException("Could not locate native dependency " + path);
-    }
     long t0 = System.currentTimeMillis();
     File loc = File.createTempFile(baseName, ".so");
     loc.deleteOnExit();
     boolean success = false;
     try {
-      if (chunkManifestResource == null) {
-        extractConventionalResource(resource, loc);
-      } else {
-        extractChunkedResource(chunkManifestResource, mappedName, loc);
-      }
+      extractNativeResource(os, arch, baseName, loc);
       success = true;
     } finally {
       if (!success && loc.exists() && !loc.delete()) {
@@ -422,6 +417,77 @@ static File createFile(String os, String arch, String baseName) throws IOExcepti
     return loc;
   }
 
+  /**
+   * Extract a native library resource without loading it. The library is searched for under
+   * {@code ${os.arch}/${os.name}/} in the class path using the class loader for this class.
+   * Both conventional resources and chunked resources are supported.
+   *
+   * <p>The destination is replaced only after the resource has been completely extracted and
+   * validated. If extraction fails, an existing destination is left unchanged.</p>
+   *
+   * @param depName the base name of the library; for example, use {@code "cudf"} for
+   *                {@code libcudf.so}
+   * @param destination the file where the reconstructed library will be written
+   * @return the absolute destination file
+   * @throws IOException on any error locating or extracting the library
+   */
+  public static File extractNativeDep(String depName, File destination) throws IOException {
+    String os = System.getProperty("os.name");
+    String arch = System.getProperty("os.arch");
+    return extractNativeDep(os, arch, depName, destination);
+  }
+
+  static File extractNativeDep(String os, String arch, String baseName, File destination)
+      throws IOException {
+    if (baseName == null || baseName.isEmpty()) {
+      throw new IllegalArgumentException("baseName must not be empty");
+    }
+    if (destination == null) {
+      throw new NullPointerException("destination");
+    }
+
+    Path destinationPath = destination.toPath().toAbsolutePath();
+    Path parent = destinationPath.getParent();
+    if (parent == null || !Files.isDirectory(parent)) {
+      throw new IOException("Native dependency destination directory does not exist: " + parent);
+    }
+
+    Path temporaryPath = Files.createTempFile(parent,
+        "." + destinationPath.getFileName(), ".tmp");
+    boolean moved = false;
+    try {
+      extractNativeResource(os, arch, baseName, temporaryPath.toFile());
+      try {
+        Files.move(temporaryPath, destinationPath,
+            StandardCopyOption.ATOMIC_MOVE, StandardCopyOption.REPLACE_EXISTING);
+      } catch (AtomicMoveNotSupportedException | FileAlreadyExistsException e) {
+        Files.move(temporaryPath, destinationPath, StandardCopyOption.REPLACE_EXISTING);
+      }
+      moved = true;
+      return destinationPath.toFile();
+    } finally {
+      if (!moved) {
+        Files.deleteIfExists(temporaryPath);
+      }
+    }
+  }
+
+  private static void extractNativeResource(
+      String os, String arch, String baseName, File destination) throws IOException {
+    String mappedName = System.mapLibraryName(baseName);
+    String path = arch + "/" + os + "/" + mappedName;
+    URL chunkManifestResource = loader.getResource(path + CHUNK_MANIFEST_SUFFIX);
+    URL resource = chunkManifestResource == null ? loader.getResource(path) : null;
+    if (chunkManifestResource == null && resource == null) {
+      throw new FileNotFoundException("Could not locate native dependency " + path);
+    }
+    if (chunkManifestResource == null) {
+      extractConventionalResource(resource, destination);
+    } else {
+      extractChunkedResource(chunkManifestResource, mappedName, destination);
+    }
+  }
+
   private static void extractConventionalResource(URL resource, File loc) throws IOException {
     try (InputStream in = resource.openStream();
          OutputStream out = new FileOutputStream(loc)) {
diff --git a/java/src/test/java/ai/rapids/cudf/NativeDepsLoaderExtractionTest.java b/java/src/test/java/ai/rapids/cudf/NativeDepsLoaderExtractionTest.java
index 6c65529afced..d22481a83b13 100644
--- a/java/src/test/java/ai/rapids/cudf/NativeDepsLoaderExtractionTest.java
+++ b/java/src/test/java/ai/rapids/cudf/NativeDepsLoaderExtractionTest.java
@@ -96,6 +96,65 @@ void extractsChunkedResourceAndPrefersManifest() throws IOException {
     }
   }
 
+  @Test
+  void replacesExistingDestination() throws IOException {
+    String baseName = "destinationtest";
+    byte[] expected = "requested destination contents".getBytes(StandardCharsets.UTF_8);
+    writeChunkedResource(baseName, expected, 8, "1", null, null);
+    Path destinationDirectory = Files.createTempDirectory("native-dep-destination");
+    Path destination = destinationDirectory.resolve(System.mapLibraryName(baseName));
+    Files.write(destination, "existing contents".getBytes(StandardCharsets.UTF_8));
+    try {
+      File extracted = NativeDepsLoader.extractNativeDep(
+          TEST_OS, TEST_ARCH, baseName, destination.toFile());
+
+      assertEquals(destination.toAbsolutePath(), extracted.toPath());
+      assertArrayEquals(expected, Files.readAllBytes(destination));
+    } finally {
+      Files.deleteIfExists(destination);
+      Files.deleteIfExists(destinationDirectory);
+    }
+  }
+
+  @Test
+  void failedDestinationExtractionPreservesExistingFile() throws IOException {
+    String baseName = "preservedestinationtest";
+    byte[] expected = "chunk contents".getBytes(StandardCharsets.UTF_8);
+    writeChunkedResource(baseName, expected, 8, "1", 0L, null);
+    Path destinationDirectory = Files.createTempDirectory("native-dep-destination");
+    Path destination = destinationDirectory.resolve(System.mapLibraryName(baseName));
+    byte[] original = "existing contents".getBytes(StandardCharsets.UTF_8);
+    Files.write(destination, original);
+    try {
+      assertThrows(IOException.class, () -> NativeDepsLoader.extractNativeDep(
+          TEST_OS, TEST_ARCH, baseName, destination.toFile()));
+
+      assertArrayEquals(original, Files.readAllBytes(destination));
+    } finally {
+      Files.deleteIfExists(destination);
+      Files.deleteIfExists(destinationDirectory);
+    }
+  }
+
+  @Test
+  void nativeDepUtilExtractsResource() throws IOException {
+    String baseName = "nativeutiltest";
+    byte[] expected = "native util contents".getBytes(StandardCharsets.UTF_8);
+    writeChunkedResource(baseName, expected, 8, "1", null, null);
+    Path destinationDirectory = Files.createTempDirectory("native-dep-util");
+    Path destination = destinationDirectory.resolve(System.mapLibraryName(baseName));
+    try {
+      File extracted = NativeDepUtil.execute(
+          new String[]{"extract", baseName, destination.toString()}, TEST_OS, TEST_ARCH);
+
+      assertEquals(destination.toAbsolutePath(), extracted.toPath());
+      assertArrayEquals(expected, Files.readAllBytes(destination));
+    } finally {
+      Files.deleteIfExists(destination);
+      Files.deleteIfExists(destinationDirectory);
+    }
+  }
+
   @Test
   void extractsChunksConcurrently() throws Exception {
     String mappedName = "libconcurrent.so";
diff --git a/python/cudf/cudf/pandas/scripts/pandas-testing-plugin.py b/python/cudf/cudf/pandas/scripts/pandas-testing-plugin.py
index 6ef0b3c6c088..411b5b9fb926 100644
--- a/python/cudf/cudf/pandas/scripts/pandas-testing-plugin.py
+++ b/python/cudf/cudf/pandas/scripts/pandas-testing-plugin.py
@@ -3664,8 +3664,6 @@ def pytest_unconfigure(config):
     "tests/tools/test_to_datetime.py::TestOrigin::test_julian": "AssertionError: Attributes of Series are different",
     "tests/tools/test_to_datetime.py::TestOrigin::test_to_datetime_out_of_bounds_with_format_arg[%Y-%d-%m %H:%M:%S-None]": "TODO: Add a reason for failure",
     "tests/tools/test_to_datetime.py::TestOrigin::test_to_datetime_out_of_bounds_with_format_arg[%Y-%m-%d %H:%M:%S-None]": "TODO: Add a reason for failure",
-    "tests/tools/test_to_datetime.py::TestTimeConversionFormats::test_to_datetime_format_weeks[False-2013020-%Y%U%w-2013-01-13]": "AssertionError: assert Timestamp('2013-01-19 00:00:00') == Timestamp('2013-01-13 00:00:00')",
-    "tests/tools/test_to_datetime.py::TestTimeConversionFormats::test_to_datetime_format_weeks[True-2013020-%Y%U%w-2013-01-13]": "AssertionError: assert Timestamp('2013-01-19 00:00:00') == Timestamp('2013-01-13 00:00:00')",
     "tests/tools/test_to_datetime.py::TestToDatetime::test_mixed_offsets_with_native_datetime_utc_false_raises": "assert False",
     "tests/tools/test_to_datetime.py::TestToDatetime::test_to_datetime_arrow[index-None-False]": "AssertionError: assert DatetimeIndex([1965-04-03 00:00:00, 1965-04-17 00:00:00, 1965-05-01 00:00:00,\n       1965-05-...",
     "tests/tools/test_to_datetime.py::TestToDatetime::test_to_datetime_arrow[index-US/Central-False]": "AssertionError: assert Index([1965-04-03 00:00:00-06:00, 1965-04-17 00:00:00-06:00,\n       1965-05-01 00:00:00-05:00...",