diff --git a/tests/common/plugins/ansible_fixtures.py b/tests/common/plugins/ansible_fixtures.py
index a31a1a41443..3e12700f526 100644
--- a/tests/common/plugins/ansible_fixtures.py
+++ b/tests/common/plugins/ansible_fixtures.py
@@ -1,6 +1,6 @@
 """ This module provides few pytest-ansible fixtures overridden """
-
 import pytest
+from pytest_ansible.host_manager import get_host_manager
 
 
 # Here we override ansible_adhoc fixture from pytest-ansible plugin to overcome
@@ -13,6 +13,35 @@ def ansible_adhoc(request):
     """Return an inventory initialization method."""
     plugin = request.config.pluginmanager.getplugin("ansible")
 
+    # HACK: This is to workaround pytest-ansible plugin issue:
+    #     Even no extra-inventory is specified, extra_inventory_manager will still be initialized.
+    #     https://github.com/ansible-community/pytest-ansible/issues/135
+    # As of today, pytest-ansible supports host manager and module dispatcher v29, v212, v213.
+    # While initializing the pytest-ansible plugin, it tries to collect default ansible configurations and
+    # command line options. These options are used for creating host manager. When no extra_inventory is specified,
+    # the options passed to host manager will include extra_inventory=None. However, the host manager will still
+    # try to create extra_inventory_manager with None as the inventory source. This will cause the module dispatcher
+    # to run the module on hosts matching host pattern in both inventory and extra inventory. This would cause an
+    # ansible module executed twice on the same host. In case we wish to use the shell module to run command like
+    # "rm <some_file>" to delete a file. The second run would fail because the file has been deleted in the first run.
+    # For more details, please refer to the Github issue mentioned above.
+    def _initialize(self, config=None, request=None, **kwargs):
+        """Return an initialized Ansible Host Manager instance."""
+        ansible_cfg = {}
+        # merge command-line configuration options
+        if config is not None:
+            ansible_cfg.update(self._load_ansible_config(config))
+            if "extra_inventory" in ansible_cfg and not ansible_cfg["extra_inventory"]:
+                del ansible_cfg["extra_inventory"]
+        # merge pytest request configuration options
+        if request is not None:
+            ansible_cfg.update(self._load_request_config(request))
+        # merge in provided kwargs
+        ansible_cfg.update(kwargs)
+
+        return get_host_manager(**ansible_cfg)
+    plugin.initialize = _initialize.__get__(plugin)
+
     def init_host_mgr(**kwargs):
         return plugin.initialize(request.config, request, **kwargs)
     return init_host_mgr