Update plot-node-usage-polaris.ipynb

globus-labs · Apr 11, 2024 · b79cf4d · b79cf4d
1 parent 8b95587
commit b79cf4d
Showing 1 changed file with 6 additions and 1 deletion.
diff --git a/scripts/1_analyze-hpc-performance/plot-node-usage-polaris.ipynb b/scripts/1_analyze-hpc-performance/plot-node-usage-polaris.ipynb
@@ -399,11 +399,16 @@
     }
    ],
    "source": [
+    "from datetime import datetime\n",
+    "\n",
+    "time_offset_from_UTC = (datetime.now() - datetime.utcnow()).total_seconds() / 3600.0\n",
+    "time_offset_from_UTC\n",
+    "\n",
     "utilization = []\n",
     "for utilization_file in tqdm(run_dir.glob('logs/*.log')):\n",
     "    # Pull in the total data\n",
     "    util_data = pd.read_json(utilization_file, lines=True)\n",
-    "    util_data['time'] = util_data['time'].apply(lambda x: datetime.fromisoformat(x).timestamp()) - zero_time - 4 * 3600  # TZ Issue?\n",
+    "    util_data['time'] = util_data['time'].apply(lambda x: datetime.fromisoformat(x).timestamp()) - zero_time + time_offset_from_UTC * 3600  # TZ Issue?\n",
     "    node_name = utilization_file.name[:-4]\n",
     "    util_data['node'] = node_name\n",
     "    \n",