diff --git a/doc/tutorial/pipeline_tutorial_hetero.ipynb b/doc/tutorial/pipeline_tutorial_hetero.ipynb
index 8d3cf4661e..5c1d5cce40 100644
--- a/doc/tutorial/pipeline_tutorial_hetero.ipynb
+++ b/doc/tutorial/pipeline_tutorial_hetero.ipynb
@@ -39,7 +39,7 @@
       "Usage: pipeline [OPTIONS] COMMAND [ARGS]...\n",
       "\n",
       "Options:\n",
-      "  --help  Show this message and exit.\n",
+      "  -h, --help  Show this message and exit.\n",
       "\n",
       "Commands:\n",
       "  init       pipeline init\n",
@@ -128,7 +128,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "pipeline = FateFlowPipeline().set_parties(guest='9999', host='10000')"
+    "pipeline = FateFlowPipeline().set_parties(guest='9999', host='10000', arbiter='10000')"
    ]
   },
   {
@@ -140,11 +140,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
-    "reader_0 = Reader(\"reader_0\")\n",
+    "reader_0 = Reader(\"reader_0\", runtime_parties=dict(guest='9999', host='10000'))\n",
     "reader_0.guest.task_parameters(namespace=\"experiment\", name=\"breast_hetero_guest\")\n",
     "reader_0.hosts[0].task_parameters(namespace=\"experiment\", name=\"breast_hetero_host\")"
    ]
@@ -158,7 +158,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,7 +174,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -198,7 +198,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -224,12 +224,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
     "pipeline.add_tasks([reader_0, psi_0, lr_0, lr_1, evaluation_0])\n",
-    "pipeline.compile()"
+    "pipeline.compile();"
    ]
   },
   {