diff --git a/sdks/python/apache_beam/io/parquetio_test.py b/sdks/python/apache_beam/io/parquetio_test.py
index df018a3a776f..bafe10e560b3 100644
--- a/sdks/python/apache_beam/io/parquetio_test.py
+++ b/sdks/python/apache_beam/io/parquetio_test.py
@@ -333,18 +333,6 @@ def test_write_batched_display_data(self):
     ]
     hc.assert_that(dd.items, hc.contains_inanyorder(*expected_items))
 
-  def test_sink_transform_int96(self):
-    with tempfile.NamedTemporaryFile() as dst:
-      path = dst.name
-      # pylint: disable=c-extension-no-member
-      with self.assertRaises(pl.ArrowInvalid):
-        # Should throw an error "ArrowInvalid: Casting from timestamp[ns] to
-        # timestamp[us] would lose data"
-        with TestPipeline() as p:
-          _ = p \
-          | Create(self.RECORDS) \
-          | WriteToParquet(
-              path, self.SCHEMA96, num_shards=1, shard_name_template='')
 
   def test_sink_transform(self):
     with TemporaryDirectory() as tmp_dirname:
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index d5ca354fcfbe..339676afbffe 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -142,7 +142,7 @@ def cythonize(*args, **kwargs):
 if sys.platform == 'win32' and sys.maxsize <= 2**32:
   pyarrow_dependency = ''
 else:
-  pyarrow_dependency = 'pyarrow>=3.0.0,<12.0.0'
+  pyarrow_dependency = 'pyarrow>=3.0.0,<14.0.0'
 
 # Exclude pandas<=1.4.2 since it doesn't work with numpy 1.24.x.
 # Exclude 1.5.0 and 1.5.1 because of
diff --git a/sdks/python/tox.ini b/sdks/python/tox.ini
index 1dc605595d55..bb0a7f183034 100644
--- a/sdks/python/tox.ini
+++ b/sdks/python/tox.ini
@@ -177,7 +177,7 @@ deps =
   holdup==1.8.0
 extras =
   gcp
-allowlist_externals = 
+allowlist_externals =
   bash
   echo
   sleep
@@ -210,7 +210,7 @@ deps =
 extras =
   azure
 passenv = REQUESTS_CA_BUNDLE
-allowlist_externals = 
+allowlist_externals =
   wget
   az
   bash
@@ -303,10 +303,12 @@ commands =
   # Allow exit code 5 (no tests run) so that we can run this command safely on arbitrary subdirectories.
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_pyarrow {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
-[testenv:py{38,39,310,311}-pyarrow-{10,11}]
+[testenv:py{38,39,310,311}-pyarrow-{10,11,12,13}]
 deps =
   10: pyarrow>=10,<11
   11: pyarrow>=11,<12
+  12: pyarrow>=12,<13
+  13: pyarrow>=13,<14
 commands =
   # Log pyarrow and numpy version for debugging
   /bin/sh -c "pip freeze | grep -E '(pyarrow|numpy)'"