score testing example

Author: samyarpotlapalli

examples/score_testing_example.ipynb

@@ -0,0 +1,72 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "***\n",
+    "# Implementing Score Testing\n",
+    "\n",
+    "_**Note:** Before running this example, you will need to run an example that creates a model on a Viya server and copy the UUID. This will be used as a create_score_definition function parameter._"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import sys\n",
+    "\n",
+    "from sasctl._services.score_definitions import ScoreDefinitions as sd # Importing ScoreDefinitions service\n",
+    "from sasctl._services.score_execution import ScoreExecution as se # Importing ScoreExecution service"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Creating the score definition for this model using the model UUID generated two steps before\n",
+    "score_definition = sd.create_score_definition(\n",
+    "    \"example_score_def_name\", # Name of the score_definition, which can be any string\n",
+    "    \"model_id\",  # Use Model UUID generated two steps before\n",
+    "    \"table_name\", # Table name for input data, which must exist in host server or it will throw an HTTP error and prompt you to upload a data file\n",
+    "    # True,  # Uncomment 'True' if your Viya version is compatible with CAS Gateway\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Executing the score definition\n",
+    "score_execution = se.create_score_execution(\n",
+    "    score_definition.get(\"id\") # Score definition id created in the previous cell\n",
+    ")\n",
+    "\n",
+    "# Prints score_execution_id\n",
+    "print(score_execution)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can view our scored model information within Model Manager under Projects -> Choose your model -> Scoring. \n",
+    "***"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}