Adding notebook with requested changes

-Changed /Data to /data
-Swapped code in SWAT Model Manager function with suggested code

Author: SophiaRowland

examples/Viya 2020 Example.ipynb

@@ -126,8 +126,8 @@
     }
    ],
    "source": [
-    "hmeqdf = pd.read_csv(\"./Data/hmeq.csv\")\n",
-    "hmeqct = conn.read_csv(\"./Data/hmeq.csv\", casout=dict(name='hmeqct', replace=True))"
+    "hmeqdf = pd.read_csv(\"./data/hmeq.csv\")\n",
+    "hmeqct = conn.read_csv(\"./data/hmeq.csv\", casout=dict(name='hmeqct', replace=True))"
    ]
   },
   {
@@ -6867,25 +6867,12 @@
     "    # Write ROC amd Lift Statistics JSON\n",
     "    JSONFiles.generateROCLiftStat(target, 1, conn, trainData=scored_data, jPath=output_path)\n",
     "        \n",
-    "    # Pushing Astore into Model Manager\n",
-    "    with sess:\n",
-    "        register_model(feature_astore, feature_name, project=project_name, force=True, version='latest')\n",
-    "        register_model(model_astore, model_name, project=project_name, force=True, version='latest') \n",
-    "    \n",
-    "    # Pushing content files into Model Manager\n",
-    "    fitstat_file = output_path / 'dmcas_fitstat.json'\n",
-    "    lift_file = output_path / 'dmcas_lift.json'\n",
-    "    roc_file = output_path / 'dmcas_roc.json'\n",
+    "    model_content = [output_path / f for f in ('dmcas_fitstat.json', 'dmcas_lift.json', 'dmcas_roc.json')]\n",
+    "    model_content = {f.name: f for f in model_content}\n",
     "\n",
-    "    # Push Files into Model Manager\n",
-    "    with sess, open(fitstat_file,'r') as upload_File: \n",
-    "        modelRepo.add_model_content(model_name, upload_File, \"dmcas_fitstat.json\")\n",
-    "    # Push Files into Model Manager\n",
-    "    with sess, open(lift_file,'r') as upload_File: \n",
-    "        modelRepo.add_model_content(model_name, upload_File, \"dmcas_lift.json\")\n",
-    "    # Push Files into Model Manager\n",
-    "    with sess, open(roc_file,'r') as upload_File: \n",
-    "        modelRepo.add_model_content(model_name, upload_File, \"dmcas_roc.json\")"
+    "    # Pushing Astore into Model Manager\n",
+    "    register_model(feature_astore, feature_name, project=project_name, force=True, version='latest')\n",
+    "    register_model(model_astore, model_name, project=project_name, force=True, version='latest', files=model_content) "
    ]
   },
   {