diff --git a/README.md b/README.md
index bac0c9e..e7d935f 100644
--- a/README.md
+++ b/README.md
@@ -1,16 +1,18 @@
 PyMongo Adapter for PyCasbin
 ====
 
-[![Build Status](https://www.travis-ci.org/officialpycasbin/pymongo-adapter.svg?branch=master)](https://www.travis-ci.org/officialpycasbin/pymongo-adapter)
+[![build Status](https://github.com/officialpycasbin/pymongo-adapter/actions/workflows/main.yml/badge.svg)](https://github.com/officialpycasbin/pymongo-adapter/actions/workflows/main.yml)
 [![Coverage Status](https://coveralls.io/repos/github/officialpycasbin/pymongo-adapter/badge.svg)](https://coveralls.io/github/officialpycasbin/pymongo-adapter)
 [![Version](https://img.shields.io/pypi/v/casbin_pymongo_adapter.svg)](https://pypi.org/project/casbin_pymongo_adapter/)
 [![PyPI - Wheel](https://img.shields.io/pypi/wheel/casbin_pymongo_adapter.svg)](https://pypi.org/project/casbin_pymongo_adapter/)
 [![Pyversions](https://img.shields.io/pypi/pyversions/casbin_pymongo_adapter.svg)](https://pypi.org/project/casbin_pymongo_adapter/)
-[![Download](https://img.shields.io/pypi/dm/casbin_pymongo_adapter.svg)](https://pypi.org/project/casbin_pymongo_adapter/)
+[![Download](https://static.pepy.tech/badge/casbin_pymongo_adapter)](https://pypi.org/project/casbin_pymongo_adapter/)
 [![License](https://img.shields.io/pypi/l/casbin_pymongo_adapter.svg)](https://pypi.org/project/casbin_pymongo_adapter/)
 
 PyMongo Adapter is the [PyMongo](https://pypi.org/project/pymongo/) adapter for [PyCasbin](https://github.com/casbin/pycasbin). With this library, Casbin can load policy from MongoDB or save policy to it.
 
+This adapter supports both synchronous and asynchronous PyMongo APIs.
+
 ## Installation
 
 ```
@@ -37,6 +39,38 @@ if e.enforce(sub, obj, act):
 else:
     # deny the request, show an error
     pass
+
+# define filter conditions
+from casbin_pymongo_adapter import Filter
+
+filter = Filter()
+filter.ptype = ["p"]
+filter.v0 = ["alice"]
+
+# support MongoDB native query
+filter.raw_query = {
+    "ptype": "p",
+    "v0": {
+        "$in": ["alice"]
+    }
+}
+
+# In this case, load only policies with sub value alice
+e.load_filtered_policy(filter)
+```
+
+## Async Example
+
+```python
+from casbin_pymongo_adapter.asynchronous import Adapter
+import casbin
+
+adapter = Adapter('mongodb://localhost:27017/', "dbname")
+e = casbin.AsyncEnforcer('path/to/model.conf', adapter)
+
+# Note: AsyncEnforcer does not automatically load policies.
+# You need to call load_policy() manually.
+await e.load_policy()
 ```
 
 
diff --git a/casbin_pymongo_adapter/__init__.py b/casbin_pymongo_adapter/__init__.py
index a7dde9b..095a8bb 100644
--- a/casbin_pymongo_adapter/__init__.py
+++ b/casbin_pymongo_adapter/__init__.py
@@ -1 +1,9 @@
 from .adapter import Adapter
+from ._filter import Filter
+from ._rule import CasbinRule
+
+__all__ = [
+    "Adapter",
+    "Filter",
+    "CasbinRule",
+]
diff --git a/casbin_pymongo_adapter/_filter.py b/casbin_pymongo_adapter/_filter.py
new file mode 100644
index 0000000..5d1075f
--- /dev/null
+++ b/casbin_pymongo_adapter/_filter.py
@@ -0,0 +1,16 @@
+class Filter:
+    """
+    Filter rule model
+    """
+
+    ptype = []
+    v0 = []
+    v1 = []
+    v2 = []
+    v3 = []
+    v4 = []
+    v5 = []
+
+    # `raw_query` expected dict.
+    # if set `raw_query`, all other filters are ignored
+    raw_query = None
diff --git a/casbin_pymongo_adapter/adapter.py b/casbin_pymongo_adapter/adapter.py
index 45e2ebc..9472b9d 100644
--- a/casbin_pymongo_adapter/adapter.py
+++ b/casbin_pymongo_adapter/adapter.py
@@ -7,7 +7,13 @@
 class Adapter(persist.Adapter):
     """the interface for Casbin adapters."""
 
-    def __init__(self, uri, dbname, collection="casbin_rule"):
+    def __init__(
+        self,
+        uri,
+        dbname,
+        collection="casbin_rule",
+        filtered=False,
+    ):
         """Create an adapter for Mongodb
 
         Args:
@@ -15,10 +21,15 @@ def __init__(self, uri, dbname, collection="casbin_rule"):
                           See https://pymongo.readthedocs.io/en/stable/api/pymongo/mongo_client.html#pymongo.mongo_client.MongoClient.
             dbname (str): Database to store policy.
             collection (str, optional): Collection of the choosen database. Defaults to "casbin_rule".
+            filtered (bool, optional): Whether to use filtered query. Defaults to False.
         """
         client = MongoClient(uri)
         db = client[dbname]
         self._collection = db[collection]
+        self._filtered = filtered
+
+    def is_filtered(self):
+        return self._filtered
 
     def load_policy(self, model):
         """Implementing add Interface for casbin. Load all policy rules from mongodb
@@ -36,6 +47,32 @@ def load_policy(self, model):
 
             persist.load_policy_line(str(rule), model)
 
+    def load_filtered_policy(self, model, filter):
+        """Load filtered policy rules from mongodb
+
+        Args:
+            model (CasbinRule): CasbinRule object
+            filter (Filter): Filter rule object
+        """
+        query = {}
+        if getattr(filter, "raw_query", None) is None:
+            for attr in ("ptype", "v0", "v1", "v2", "v3", "v4", "v5"):
+                if len(getattr(filter, attr)) > 0:
+                    value = getattr(filter, attr)
+                    query[attr] = {"$in": value}
+        else:
+            query = getattr(filter, "raw_query")
+
+        for line in self._collection.find(query):
+            if "ptype" not in line:
+                continue
+            rule = CasbinRule(line["ptype"])
+            for key, value in line.items():
+                setattr(rule, key, value)
+
+            persist.load_policy_line(str(rule), model)
+        self._filtered = True
+
     def _save_policy_line(self, ptype, rule):
         line = CasbinRule(ptype=ptype)
         for index, value in enumerate(rule):
diff --git a/casbin_pymongo_adapter/asynchronous/__init__.py b/casbin_pymongo_adapter/asynchronous/__init__.py
index e69de29..2012980 100644
--- a/casbin_pymongo_adapter/asynchronous/__init__.py
+++ b/casbin_pymongo_adapter/asynchronous/__init__.py
@@ -0,0 +1,5 @@
+from .adapter import Adapter
+
+__all__ = [
+    "Adapter",
+]
diff --git a/casbin_pymongo_adapter/asynchronous/adapter.py b/casbin_pymongo_adapter/asynchronous/adapter.py
index b223a22..70a4aff 100644
--- a/casbin_pymongo_adapter/asynchronous/adapter.py
+++ b/casbin_pymongo_adapter/asynchronous/adapter.py
@@ -8,7 +8,13 @@
 class Adapter(AsyncAdapter):
     """the interface for Casbin adapters."""
 
-    def __init__(self, uri, dbname, collection="casbin_rule"):
+    def __init__(
+        self,
+        uri,
+        dbname,
+        collection="casbin_rule",
+        filtered=False,
+    ):
         """Create an adapter for Mongodb
 
         Args:
@@ -16,10 +22,15 @@ def __init__(self, uri, dbname, collection="casbin_rule"):
                           See https://pymongo.readthedocs.io/en/stable/api/pymongo/mongo_client.html#pymongo.mongo_client.MongoClient.
             dbname (str): Database to store policy.
             collection (str, optional): Collection of the choosen database. Defaults to "casbin_rule".
+            filtered (bool, optional): Whether to use filtered query. Defaults to False.
         """
         client = AsyncMongoClient(uri)
         db = client[dbname]
         self._collection = db[collection]
+        self._filtered = filtered
+
+    def is_filtered(self):
+        return self._filtered
 
     async def load_policy(self, model):
         """Implementing add Interface for casbin. Load all policy rules from mongodb
@@ -37,6 +48,32 @@ async def load_policy(self, model):
 
             persist.load_policy_line(str(rule), model)
 
+    async def load_filtered_policy(self, model, filter):
+        """Load filtered policy rules from mongodb
+
+        Args:
+            model (CasbinRule): CasbinRule object
+            filter (Filter): Filter rule object
+        """
+        query = {}
+        if getattr(filter, "raw_query", None) is None:
+            for attr in ("ptype", "v0", "v1", "v2", "v3", "v4", "v5"):
+                if len(getattr(filter, attr)) > 0:
+                    value = getattr(filter, attr)
+                    query[attr] = {"$in": value}
+        else:
+            query = getattr(filter, "raw_query")
+
+        async for line in self._collection.find(query):
+            if "ptype" not in line:
+                continue
+            rule = CasbinRule(line["ptype"])
+            for key, value in line.items():
+                setattr(rule, key, value)
+
+            persist.load_policy_line(str(rule), model)
+        self._filtered = True
+
     async def _save_policy_line(self, ptype, rule):
         line = CasbinRule(ptype=ptype)
         for index, value in enumerate(rule):
diff --git a/tests/asynchronous/__init__.py b/tests/asynchronous/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/asynchronous/test_adapter.py b/tests/asynchronous/test_adapter.py
index c29b82b..5a66104 100644
--- a/tests/asynchronous/test_adapter.py
+++ b/tests/asynchronous/test_adapter.py
@@ -1,5 +1,5 @@
-from casbin_pymongo_adapter.asynchronous.adapter import Adapter
-from casbin_pymongo_adapter._rule import CasbinRule
+from casbin_pymongo_adapter.asynchronous import Adapter
+from casbin_pymongo_adapter import Filter
 from pymongo import AsyncMongoClient
 from unittest import IsolatedAsyncioTestCase
 import casbin
@@ -196,18 +196,145 @@ async def test_remove_filtered_policy(self):
         self.assertFalse(e.enforce("alice", "data2", "read"))
         self.assertFalse(e.enforce("alice", "data2", "write"))
 
-    def test_str(self):
+    async def test_filtered_policy(self):
         """
-        test __str__ function
+        test filtered_policy
         """
-        rule = CasbinRule(ptype="p", v0="alice", v1="data1", v2="read")
-        self.assertEqual(rule.__str__(), "p, alice, data1, read")
+        e = await get_enforcer()
+        filter = Filter()
+
+        filter.ptype = ["p"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+
+        filter.ptype = []
+        filter.v0 = ["alice"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = ["bob"]
+        await e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = ["data2_admin"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+
+        filter.v0 = ["alice", "bob"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = []
+        filter.v1 = ["data1"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v1 = ["data2"]
+        await e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v1 = []
+        filter.v2 = ["read"]
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v2 = ["write"]
+        await e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "write"))
 
-    def test_dict(self):
+    async def test_filtered_policy_with_raw_query(self):
         """
-        test __str__ function
+        test filtered_policy
         """
-        rule = CasbinRule(ptype="p", v0="alice", v1="data1", v2="read")
-        self.assertEqual(
-            rule.dict(), {"ptype": "p", "v0": "alice", "v1": "data1", "v2": "read"}
-        )
+        e = await get_enforcer()
+        filter = Filter()
+        filter.raw_query = {"ptype": "p", "v0": {"$in": ["alice", "bob"]}}
+
+        await e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
diff --git a/tests/test_adapter.py b/tests/test_adapter.py
index 70afd06..0da6f8c 100644
--- a/tests/test_adapter.py
+++ b/tests/test_adapter.py
@@ -1,5 +1,5 @@
-from casbin_pymongo_adapter.adapter import Adapter
 from casbin_pymongo_adapter._rule import CasbinRule
+from casbin_pymongo_adapter import Filter, Adapter
 from pymongo import MongoClient
 from unittest import TestCase
 import casbin
@@ -200,6 +200,149 @@ def test_remove_filtered_policy(self):
         self.assertFalse(e.enforce("alice", "data2", "read"))
         self.assertFalse(e.enforce("alice", "data2", "write"))
 
+    async def test_filtered_policy(self):
+        """
+        test filtered_policy
+        """
+        e = get_enforcer()
+        filter = Filter()
+
+        filter.ptype = ["p"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+
+        filter.ptype = []
+        filter.v0 = ["alice"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = ["bob"]
+        e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = ["data2_admin"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+
+        filter.v0 = ["alice", "bob"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v0 = []
+        filter.v1 = ["data1"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v1 = ["data2"]
+        e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v1 = []
+        filter.v2 = ["read"]
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertFalse(e.enforce("bob", "data2", "write"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "read"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "write"))
+
+        filter.v2 = ["write"]
+        e.load_filtered_policy(filter)
+        self.assertFalse(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+        self.assertFalse(e.enforce("data2_admin", "data2", "read"))
+        self.assertTrue(e.enforce("data2_admin", "data2", "write"))
+
+    async def test_filtered_policy_with_raw_query(self):
+        """
+        test filtered_policy
+        """
+        e = get_enforcer()
+        filter = Filter()
+        filter.raw_query = {"ptype": "p", "v0": {"$in": ["alice", "bob"]}}
+
+        e.load_filtered_policy(filter)
+        self.assertTrue(e.enforce("alice", "data1", "read"))
+        self.assertFalse(e.enforce("alice", "data1", "write"))
+        self.assertFalse(e.enforce("alice", "data2", "read"))
+        self.assertFalse(e.enforce("alice", "data2", "write"))
+        self.assertFalse(e.enforce("bob", "data1", "read"))
+        self.assertFalse(e.enforce("bob", "data1", "write"))
+        self.assertFalse(e.enforce("bob", "data2", "read"))
+        self.assertTrue(e.enforce("bob", "data2", "write"))
+
     def test_str(self):
         """
         test __str__ function