diff --git a/moto/dynamodb2/models.py b/moto/dynamodb2/models.py
index 855728ec1..e5bce2f67 100644
--- a/moto/dynamodb2/models.py
+++ b/moto/dynamodb2/models.py
@@ -419,7 +419,7 @@ class Table(BaseModel):
 
     def query(self, hash_key, range_comparison, range_objs, limit,
               exclusive_start_key, scan_index_forward, projection_expression,
-              index_name=None, **filter_kwargs):
+              index_name=None, filter_expression=None, **filter_kwargs):
         results = []
         if index_name:
             all_indexes = (self.global_indexes or []) + (self.indexes or [])
@@ -502,6 +502,9 @@ class Table(BaseModel):
 
         scanned_count = len(list(self.all_items()))
 
+        if filter_expression is not None:
+            results = [item for item in results if filter_expression.expr(item)]
+
         results, last_evaluated_key = self._trim_results(results, limit,
                                                          exclusive_start_key)
         return results, scanned_count, last_evaluated_key
@@ -707,7 +710,9 @@ class DynamoDBBackend(BaseBackend):
         return table.get_item(hash_key, range_key)
 
     def query(self, table_name, hash_key_dict, range_comparison, range_value_dicts,
-              limit, exclusive_start_key, scan_index_forward, projection_expression, index_name=None, **filter_kwargs):
+              limit, exclusive_start_key, scan_index_forward, projection_expression, index_name=None,
+              expr_names=None, expr_values=None, filter_expression=None,
+              **filter_kwargs):
         table = self.tables.get(table_name)
         if not table:
             return None, None
@@ -716,8 +721,13 @@ class DynamoDBBackend(BaseBackend):
         range_values = [DynamoType(range_value)
                         for range_value in range_value_dicts]
 
+        if filter_expression is not None:
+            filter_expression = get_filter_expression(filter_expression, expr_names, expr_values)
+        else:
+            filter_expression = Op(None, None)  # Will always eval to true
+
         return table.query(hash_key, range_comparison, range_values, limit,
-                           exclusive_start_key, scan_index_forward, projection_expression, index_name, **filter_kwargs)
+                           exclusive_start_key, scan_index_forward, projection_expression, index_name, filter_expression, **filter_kwargs)
 
     def scan(self, table_name, filters, limit, exclusive_start_key, filter_expression, expr_names, expr_values):
         table = self.tables.get(table_name)
diff --git a/moto/dynamodb2/responses.py b/moto/dynamodb2/responses.py
index b9154b6e1..c0420c2a4 100644
--- a/moto/dynamodb2/responses.py
+++ b/moto/dynamodb2/responses.py
@@ -298,7 +298,9 @@ class DynamoHandler(BaseResponse):
         # {u'KeyConditionExpression': u'#n0 = :v0', u'ExpressionAttributeValues': {u':v0': {u'S': u'johndoe'}}, u'ExpressionAttributeNames': {u'#n0': u'username'}}
         key_condition_expression = self.body.get('KeyConditionExpression')
         projection_expression = self.body.get('ProjectionExpression')
-        expression_attribute_names = self.body.get('ExpressionAttributeNames')
+        expression_attribute_names = self.body.get('ExpressionAttributeNames', {})
+        filter_expression = self.body.get('FilterExpression')
+        expression_attribute_values = self.body.get('ExpressionAttributeValues', {})
 
         if projection_expression and expression_attribute_names:
             expressions = [x.strip() for x in projection_expression.split(',')]
@@ -307,6 +309,7 @@ class DynamoHandler(BaseResponse):
                     projection_expression = projection_expression.replace(expression, expression_attribute_names[expression])
 
         filter_kwargs = {}
+
         if key_condition_expression:
             value_alias_map = self.body['ExpressionAttributeValues']
 
@@ -413,7 +416,9 @@ class DynamoHandler(BaseResponse):
         scan_index_forward = self.body.get("ScanIndexForward")
         items, scanned_count, last_evaluated_key = self.dynamodb_backend.query(
             name, hash_key, range_comparison, range_values, limit,
-            exclusive_start_key, scan_index_forward, projection_expression, index_name=index_name, **filter_kwargs
+            exclusive_start_key, scan_index_forward, projection_expression, index_name=index_name,
+            expr_names=expression_attribute_names, expr_values=expression_attribute_values,
+            filter_expression=filter_expression, **filter_kwargs
         )
         if items is None:
             er = 'com.amazonaws.dynamodb.v20111205#ResourceNotFoundException'
diff --git a/tests/test_dynamodb2/test_dynamodb.py b/tests/test_dynamodb2/test_dynamodb.py
index c645a0c4e..a0bfc9833 100644
--- a/tests/test_dynamodb2/test_dynamodb.py
+++ b/tests/test_dynamodb2/test_dynamodb.py
@@ -649,6 +649,47 @@ def test_filter_expression():
     filter_expr.expr(row1).should.be(True)
 
 
+@mock_dynamodb2
+def test_query_filter():
+    client = boto3.client('dynamodb', region_name='us-east-1')
+    dynamodb = boto3.resource('dynamodb', region_name='us-east-1')
+
+    # Create the DynamoDB table.
+    client.create_table(
+        TableName='test1',
+        AttributeDefinitions=[{'AttributeName': 'client', 'AttributeType': 'S'}, {'AttributeName': 'app', 'AttributeType': 'S'}],
+        KeySchema=[{'AttributeName': 'client', 'KeyType': 'HASH'}, {'AttributeName': 'app', 'KeyType': 'RANGE'}],
+        ProvisionedThroughput={'ReadCapacityUnits': 123, 'WriteCapacityUnits': 123}
+    )
+    client.put_item(
+        TableName='test1',
+        Item={
+            'client': {'S': 'client1'},
+            'app': {'S': 'app1'}
+        }
+    )
+    client.put_item(
+        TableName='test1',
+        Item={
+            'client': {'S': 'client1'},
+            'app': {'S': 'app2'}
+        }
+    )
+
+    table = dynamodb.Table('test1')
+    response = table.query(
+        KeyConditionExpression=Key('client').eq('client1')
+    )
+    assert response['Count'] == 2
+
+    response = table.query(
+        KeyConditionExpression=Key('client').eq('client1'),
+        FilterExpression=Attr('app').eq('app2')
+    )
+    assert response['Count'] == 1
+    assert response['Items'][0]['app'] == 'app2'
+
+
 @mock_dynamodb2
 def test_scan_filter():
     client = boto3.client('dynamodb', region_name='us-east-1')