Add files via upload

Div99 · Apr 27, 2019 · 045577b · 045577b
1 parent a7e8461
commit 045577b
Showing 1 changed file with 44 additions and 0 deletions.
diff --git a/MLDeploy.ipynb b/MLDeploy.ipynb
@@ -311,6 +311,50 @@
     "print(primary)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'str'>\n"
+     ]
+    },
+    {
+     "ename": "WebserviceException",
+     "evalue": "Received bad response from service:\nResponse Code: 504\nHeaders: {'X-Ms-Request-Id': 'd0d67968-abd6-4716-b6d2-4160576b667e', 'Date': 'Sat, 27 Apr 2019 19:24:05 GMT', 'Content-Length': '109', 'Content-Type': 'text/plain; charset=utf-8'}\nContent: b'Post http://localhost:5001/score: net/http: request canceled (Client.Timeout exceeded while awaiting headers)'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mWebserviceException\u001b[0m                       Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-23-b0c54a908403>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[0mtest_image\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjson\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdumps\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtest_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtest_image\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 15\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtest_image\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     16\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/lib/python3.6/site-packages/azureml/core/webservice/aci.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, input_data)\u001b[0m\n\u001b[1;32m    210\u001b[0m                                       \u001b[0;34m'Response Code: {}\\n'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    211\u001b[0m                                       \u001b[0;34m'Headers: {}\\n'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 212\u001b[0;31m                                       'Content: {}'.format(resp.status_code, resp.headers, resp.content))\n\u001b[0m\u001b[1;32m    213\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    214\u001b[0m     def update(self, image=None, tags=None, properties=None, description=None, auth_enabled=None, ssl_enabled=None,\n",
+      "\u001b[0;31mWebserviceException\u001b[0m: Received bad response from service:\nResponse Code: 504\nHeaders: {'X-Ms-Request-Id': 'd0d67968-abd6-4716-b6d2-4160576b667e', 'Date': 'Sat, 27 Apr 2019 19:24:05 GMT', 'Content-Length': '109', 'Content-Type': 'text/plain; charset=utf-8'}\nContent: b'Post http://localhost:5001/score: net/http: request canceled (Client.Timeout exceeded while awaiting headers)'"
+     ]
+    }
+   ],
+   "source": [
+    "# TEST DEPLOYMENT #\n",
+    "from PIL import Image\n",
+    "import requests\n",
+    "from io import BytesIO\n",
+    "import json\n",
+    "import base64\n",
+    "\n",
+    "response = requests.get('https://ie.trafficland.com/v1.0/15817/huge?system=weatherbug-mobile&pubtoken=ff2188f03769a07a9355314d41463aba6e45485412deaf26b6af8ad79360cf62&refreshRate=2000&rnd=1556391868445')\n",
+    "img = Image.open(BytesIO(response.content))\n",
+    "img = img.tobytes()\n",
+    "test_data = {}\n",
+    "test_data['img'] = base64.encodebytes(img).decode(\"utf-8\")\n",
+    "test_image = json.dumps(test_data)\n",
+    "print(type(test_image))\n",
+    "result = service.run(input_data = test_image)\n",
+    "print(result)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,