diff --git a/python/orca/src/bigdl/orca/ray/raycontext.py b/python/orca/src/bigdl/orca/ray/raycontext.py
index 5daec8f847c..1c9d721cf4e 100755
--- a/python/orca/src/bigdl/orca/ray/raycontext.py
+++ b/python/orca/src/bigdl/orca/ray/raycontext.py
@@ -188,6 +188,8 @@ def _start_ray_services(iter):
 
 
 class RayContext(object):
+    _active_ray_context = None
+
     def __init__(self, sc, redis_port=None, password="123456", object_store_memory=None,
                  verbose=False, env=None, extra_params=None):
         """
@@ -220,6 +222,7 @@ def __init__(self, sc, redis_port=None, password="123456", object_store_memory=N
         self.ray_processesMonitor = None
         self.env = env
         self.extra_params = extra_params
+        self._address_info = None
         if self.is_local:
             self.num_ray_nodes = 1
             self.ray_node_cpu_cores = self._get_spark_local_cores()
@@ -245,6 +248,14 @@ def __init__(self, sc, redis_port=None, password="123456", object_store_memory=N
             print("Start to launch the JVM guarding process")
             init_executor_gateway(sc)
             print("JVM guarding process has been successfully launched")
+        RayContext._active_ray_context = self
+
+    @classmethod
+    def get(cls):
+        if RayContext._active_ray_context:
+            return RayContext._active_ray_context
+        else:
+            raise Exception("No active RayContext. Please create a RayContext and init it first")
 
     def _gather_cluster_ips(self):
         total_cores = int(self.num_ray_nodes) * int(self.ray_node_cpu_cores)
@@ -312,13 +323,20 @@ def init(self, driver_cores=0):
             if self.env:
                 os.environ.update(self.env)
             import ray
-            self.address_info = ray.init(num_cpus=self.ray_node_cpu_cores,
-                                         object_store_memory=self.object_store_memory,
-                                         resources=self.extra_params)
+            self._address_info = ray.init(num_cpus=self.ray_node_cpu_cores,
+                                          object_store_memory=self.object_store_memory,
+                                          resources=self.extra_params)
         else:
             self._start_cluster()
-            self.address_info = self._start_driver(num_cores=driver_cores)
-        return self.address_info
+            self._address_info = self._start_driver(num_cores=driver_cores)
+        return self._address_info
+
+    @property
+    def address_info(self):
+        if self._address_info:
+            return self._address_info
+        else:
+            raise Exception("Ray cluster hasn't been initiated yet. Please call init first")
 
     def _start_cluster(self):
         print("Start to launch ray on cluster")