Updated notebook

Author: timmanik

02-custom-data-analysis/cyber-defense-notebook.ipynb

@@ -93,9 +93,20 @@
     "client = boto3.client('s3', config=Config(signature_version=UNSIGNED))\n",
     "cyber_bucket = 'cse-cic-ids2018'\n",
     "cyber_prefix = f'Processed Traffic Data for ML Algorithms'\n",
+    "file_name = 'Thursday-15-02-2018_TrafficForML_CICFlowMeter.csv'\n",
     "\n",
-    "obj = client.get_object(Bucket= cyber_bucket , Key = cyber_prefix + '/' + 'Thursday-15-02-2018_TrafficForML_CICFlowMeter.csv')\n",
-    "df = pd.read_csv(io.BytesIO(obj['Body'].read()), encoding='utf8')"
+    "obj = client.get_object(Bucket= cyber_bucket , Key = cyber_prefix + '/' + file_name)\n",
+    "df = pd.read_csv(io.BytesIO(obj['Body'].read()), encoding='utf8')\n",
+    "df.to_csv(file_name, index=False)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.read_csv('Thursday-15-02-2018_TrafficForML_CICFlowMeter.csv')"
    ]
   },
   {