Fix kubernetes online endpoint vulnerable image

youhuatuyh · Nov 4, 2023 · 5c597b0 · 5c597b0
1 parent 045ebc2
commit 5c597b0
Show file tree

Hide file tree

Showing 4 changed files with 18 additions and 18 deletions.
diff --git a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-safe-rollout.ipynb
@@ -253,7 +253,7 @@
     "model = Model(path=\"../model-1/model/sklearn_regression_model.pkl\")\n",
     "env = Environment(\n",
     "    conda_file=\"../model-1/environment/conda.yaml\",\n",
-    "    image=\"mcr.microsoft.com/azureml/minimal-ubuntu18.04-py37-cpu-inference:latest\",\n",
+    "    image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04\",\n",
     ")\n",
     "\n",
     "blue_deployment = KubernetesOnlineDeployment(\n",
@@ -398,7 +398,7 @@
     "model2 = Model(path=\"../model-2/model/sklearn_regression_model.pkl\")\n",
     "env2 = Environment(\n",
     "    conda_file=\"../model-2/environment/conda.yaml\",\n",
-    "    image=\"mcr.microsoft.com/azureml/minimal-ubuntu18.04-py37-cpu-inference:latest\",\n",
+    "    image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04\",\n",
     ")\n",
     "\n",
     "green_deployment = KubernetesOnlineDeployment(\n",

diff --git a/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb b/sdk/python/endpoints/online/kubernetes/kubernetes-online-endpoints-simple-deployment.ipynb
@@ -202,7 +202,7 @@
     "model = Model(path=\"../model-1/model/sklearn_regression_model.pkl\")\n",
     "env = Environment(\n",
     "    conda_file=\"../model-1/environment/conda.yaml\",\n",
-    "    image=\"mcr.microsoft.com/azureml/minimal-ubuntu18.04-py37-cpu-inference:latest\",\n",
+    "    image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04\",\n",
     ")\n",
     "\n",
     "blue_deployment = KubernetesOnlineDeployment(\n",
@@ -407,7 +407,7 @@
     "model = Model(path=\"../model-1/model/sklearn_regression_model.pkl\")\n",
     "env = Environment(\n",
     "    conda_file=\"../model-1/environment/conda.yaml\",\n",
-    "    image=\"mcr.microsoft.com/azureml/minimal-ubuntu18.04-py37-cpu-inference:latest\",\n",
+    "    image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04\",\n",
     ")\n",
     "\n",
     "blue_deployment = KubernetesOnlineDeployment(\n",

diff --git a/sdk/python/endpoints/online/model-1/environment/conda.yaml b/sdk/python/endpoints/online/model-1/environment/conda.yaml
@@ -2,12 +2,12 @@ name: model-env
 channels:
   - conda-forge
 dependencies:
-  - python=3.7
-  - numpy=1.21.2
-  - pip=21.2.4
-  - scikit-learn=0.24.2
-  - scipy=1.7.1
+  - python=3.9
+  - numpy=1.23.5
+  - pip=23.0.1
+  - scikit-learn=1.2.2
+  - scipy=1.10.1
   - pip:
-    - azureml-defaults==1.47.0
-    - inference-schema[numpy-support]==1.5
+    - azureml-defaults==1.53.0
+    - inference-schema[numpy-support]==1.5.1
     - joblib==1.2.0
diff --git a/sdk/python/endpoints/online/model-2/environment/conda.yaml b/sdk/python/endpoints/online/model-2/environment/conda.yaml
@@ -2,12 +2,12 @@ name: model-env
 channels:
   - conda-forge
 dependencies:
-  - python=3.7
-  - numpy=1.21.2
-  - pip=21.2.4
-  - scikit-learn=0.24.2
-  - scipy=1.7.1
+  - python=3.9
+  - numpy=1.23.5
+  - pip=23.0.1
+  - scikit-learn=1.2.2
+  - scipy=1.10.1
   - pip:
-    - azureml-defaults==1.47.0
-    - inference-schema[numpy-support]==1.5
+    - azureml-defaults==1.53.0
+    - inference-schema[numpy-support]==1.5.1
     - joblib==1.2.0