diff --git a/tools/android/build_incremental_dexmanifest.py b/tools/android/build_incremental_dexmanifest.py
index 2832761a896db7..6f97c02f394f3d 100644
--- a/tools/android/build_incremental_dexmanifest.py
+++ b/tools/android/build_incremental_dexmanifest.py
@@ -32,7 +32,13 @@
 
 import hashlib
 import os
-from queue import Queue
+# pylint: disable=g-import-not-at-top
+try:
+  # python2 without compatibility package
+  from Queue import Queue
+except ImportError:
+  # python3
+  from queue import Queue
 import shutil
 import sys
 import tempfile