Gabby hills patch 71

experimentation/Diabetes Ridge Regression Scoring.ipynb

@@ -1,4 +1,4 @@
-{
+  {
  "cells": [
   {
    "cell_type": "markdown",
@@ -39,6 +39,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "def init():\n",
     "model_path = Model.get_model_path(model_name=\"sklearn_regression_model.pkl\")\n",
     "model = joblib.load(model_path)"
    ]
@@ -56,10 +57,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "raw_data = '{\"data\":[[1,2,3,4,5,6,7,8,9,10],[10,9,8,7,6,5,4,3,2,1]]}'\n",
+    "def run(raw_data, request_headers):\n"
     "\n",
     "data = json.loads(raw_data)[\"data\"]\n",
-    "data = numpy.array(data)"
+    "data = numpy.array(data)\n",
+    "result = model.predict(data)\n",
+    "\n"
+    "return {"result": result.tolist()}"
    ]
   },
   {