Santiagxf/mlflow python deprecation (Azure#2909)

* fix: updating deployments schemas

* fix: python version

* fix: python version

* fix: python version

* fixes

* fixes

* fixes

* model

Author: santiagxf

.gitignore

@@ -1,4 +1,5 @@
 *.amlignore
+*.amlignore.amltmp
 *.azureml
 *pythonenv
 *dask-worker-space

sdk/python/.gitignore

@@ -1,5 +1,8 @@
 .ipynb_checkpoints
+.ipynb_aml_checkpoints
+named-outputs
 */.ipynb_checkpoints/*
+*.amltmp
 
 # config files are required to use Semantic Kernel
 !endpoints/online/llm/src/sk/skills/*/*/config.json

sdk/python/endpoints/online/mlflow/online-endpoints-deploy-mlflow-model-with-script.ipynb

@@ -87,6 +87,22 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Or if you are working in a compute instance in Azure Machine Learning:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ml_client = MLClient.from_config(DefaultAzureCredential())"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -244,7 +260,7 @@
    "source": [
     "environment = Environment(\n",
     "    conda_file=\"sklearn-diabetes/environment/conda.yaml\",\n",
-    "    image=\"mcr.microsoft.com/azureml/openmpi3.1.2-ubuntu18.04:latest\",\n",
+    "    image=\"mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:latest\",\n",
     ")"
    ]
   },
@@ -388,7 +404,7 @@
    "name": "python310-sdkv2"
   },
   "kernelspec": {
-   "display_name": "Python 3.10 - SDK V2",
+   "display_name": "Python 3.10 - SDK v2",
    "language": "python",
    "name": "python310-sdkv2"
   },
@@ -402,7 +418,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.4 (main, Mar 31 2022, 08:41:55) [GCC 7.5.0]"
+   "version": "3.10.11"
   },
   "nteract": {
    "version": "[email protected]"