diff --git "a/read_network_example.ipynb" "b/read_network_example.ipynb"
new file mode 100644--- /dev/null
+++ "b/read_network_example.ipynb"
@@ -0,0 +1,10157 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "efdc584c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>source_file</th>\n",
+       "      <th>n_rows</th>\n",
+       "      <th>n_cols</th>\n",
+       "      <th>phase</th>\n",
+       "      <th>mode</th>\n",
+       "      <th>model</th>\n",
+       "      <th>task</th>\n",
+       "      <th>dataset</th>\n",
+       "      <th>model_task</th>\n",
+       "      <th>workload</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>./train_separated/data_DEEPSEEKforTextClassifi...</td>\n",
+       "      <td>17595</td>\n",
+       "      <td>678</td>\n",
+       "      <td>fine-tuning</td>\n",
+       "      <td>llm</td>\n",
+       "      <td>DEEPSEEK</td>\n",
+       "      <td>TextClassification</td>\n",
+       "      <td>default</td>\n",
+       "      <td>DEEPSEEK__TextClassification</td>\n",
+       "      <td>DEEPSEEK__TextClassification__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>./train_separated/data_DEEPSEEKforTextClassifi...</td>\n",
+       "      <td>19203</td>\n",
+       "      <td>678</td>\n",
+       "      <td>fine-tuning</td>\n",
+       "      <td>llm</td>\n",
+       "      <td>DEEPSEEK</td>\n",
+       "      <td>TextClassification</td>\n",
+       "      <td>default</td>\n",
+       "      <td>DEEPSEEK__TextClassification</td>\n",
+       "      <td>DEEPSEEK__TextClassification__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>./train_separated/data_DEEPSEEKforTextClassifi...</td>\n",
+       "      <td>18854</td>\n",
+       "      <td>678</td>\n",
+       "      <td>fine-tuning</td>\n",
+       "      <td>llm</td>\n",
+       "      <td>DEEPSEEK</td>\n",
+       "      <td>TextClassification</td>\n",
+       "      <td>default</td>\n",
+       "      <td>DEEPSEEK__TextClassification</td>\n",
+       "      <td>DEEPSEEK__TextClassification__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>./train_separated/data_DEEPSEEKforTextClassifi...</td>\n",
+       "      <td>17782</td>\n",
+       "      <td>678</td>\n",
+       "      <td>fine-tuning</td>\n",
+       "      <td>llm</td>\n",
+       "      <td>DEEPSEEK</td>\n",
+       "      <td>TextClassification</td>\n",
+       "      <td>default</td>\n",
+       "      <td>DEEPSEEK__TextClassification</td>\n",
+       "      <td>DEEPSEEK__TextClassification__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>./train_separated/data_DEEPSEEKforTextClassifi...</td>\n",
+       "      <td>17700</td>\n",
+       "      <td>678</td>\n",
+       "      <td>fine-tuning</td>\n",
+       "      <td>llm</td>\n",
+       "      <td>DEEPSEEK</td>\n",
+       "      <td>TextClassification</td>\n",
+       "      <td>default</td>\n",
+       "      <td>DEEPSEEK__TextClassification</td>\n",
+       "      <td>DEEPSEEK__TextClassification__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>675</th>\n",
+       "      <td>./infer_separated/infer_ViTL16forImageSemantic...</td>\n",
+       "      <td>93</td>\n",
+       "      <td>678</td>\n",
+       "      <td>infer</td>\n",
+       "      <td>nonllm</td>\n",
+       "      <td>ViTL16</td>\n",
+       "      <td>ImageSemanticSegmentation</td>\n",
+       "      <td>default</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>676</th>\n",
+       "      <td>./infer_separated/infer_ViTL16forImageSemantic...</td>\n",
+       "      <td>94</td>\n",
+       "      <td>678</td>\n",
+       "      <td>infer</td>\n",
+       "      <td>nonllm</td>\n",
+       "      <td>ViTL16</td>\n",
+       "      <td>ImageSemanticSegmentation</td>\n",
+       "      <td>default</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>677</th>\n",
+       "      <td>./infer_separated/infer_ViTL16forImageSemantic...</td>\n",
+       "      <td>106</td>\n",
+       "      <td>678</td>\n",
+       "      <td>infer</td>\n",
+       "      <td>nonllm</td>\n",
+       "      <td>ViTL16</td>\n",
+       "      <td>ImageSemanticSegmentation</td>\n",
+       "      <td>default</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>678</th>\n",
+       "      <td>./infer_separated/infer_ViTL16forImageSemantic...</td>\n",
+       "      <td>114</td>\n",
+       "      <td>678</td>\n",
+       "      <td>infer</td>\n",
+       "      <td>nonllm</td>\n",
+       "      <td>ViTL16</td>\n",
+       "      <td>ImageSemanticSegmentation</td>\n",
+       "      <td>default</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation__default</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>679</th>\n",
+       "      <td>./infer_separated/infer_ViTL16forImageSemantic...</td>\n",
+       "      <td>105</td>\n",
+       "      <td>678</td>\n",
+       "      <td>infer</td>\n",
+       "      <td>nonllm</td>\n",
+       "      <td>ViTL16</td>\n",
+       "      <td>ImageSemanticSegmentation</td>\n",
+       "      <td>default</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation</td>\n",
+       "      <td>ViTL16__ImageSemanticSegmentation__default</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>680 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                           source_file  n_rows  n_cols  \\\n",
+       "0    ./train_separated/data_DEEPSEEKforTextClassifi...   17595     678   \n",
+       "1    ./train_separated/data_DEEPSEEKforTextClassifi...   19203     678   \n",
+       "2    ./train_separated/data_DEEPSEEKforTextClassifi...   18854     678   \n",
+       "3    ./train_separated/data_DEEPSEEKforTextClassifi...   17782     678   \n",
+       "4    ./train_separated/data_DEEPSEEKforTextClassifi...   17700     678   \n",
+       "..                                                 ...     ...     ...   \n",
+       "675  ./infer_separated/infer_ViTL16forImageSemantic...      93     678   \n",
+       "676  ./infer_separated/infer_ViTL16forImageSemantic...      94     678   \n",
+       "677  ./infer_separated/infer_ViTL16forImageSemantic...     106     678   \n",
+       "678  ./infer_separated/infer_ViTL16forImageSemantic...     114     678   \n",
+       "679  ./infer_separated/infer_ViTL16forImageSemantic...     105     678   \n",
+       "\n",
+       "           phase    mode     model                       task  dataset  \\\n",
+       "0    fine-tuning     llm  DEEPSEEK         TextClassification  default   \n",
+       "1    fine-tuning     llm  DEEPSEEK         TextClassification  default   \n",
+       "2    fine-tuning     llm  DEEPSEEK         TextClassification  default   \n",
+       "3    fine-tuning     llm  DEEPSEEK         TextClassification  default   \n",
+       "4    fine-tuning     llm  DEEPSEEK         TextClassification  default   \n",
+       "..           ...     ...       ...                        ...      ...   \n",
+       "675        infer  nonllm    ViTL16  ImageSemanticSegmentation  default   \n",
+       "676        infer  nonllm    ViTL16  ImageSemanticSegmentation  default   \n",
+       "677        infer  nonllm    ViTL16  ImageSemanticSegmentation  default   \n",
+       "678        infer  nonllm    ViTL16  ImageSemanticSegmentation  default   \n",
+       "679        infer  nonllm    ViTL16  ImageSemanticSegmentation  default   \n",
+       "\n",
+       "                            model_task  \\\n",
+       "0         DEEPSEEK__TextClassification   \n",
+       "1         DEEPSEEK__TextClassification   \n",
+       "2         DEEPSEEK__TextClassification   \n",
+       "3         DEEPSEEK__TextClassification   \n",
+       "4         DEEPSEEK__TextClassification   \n",
+       "..                                 ...   \n",
+       "675  ViTL16__ImageSemanticSegmentation   \n",
+       "676  ViTL16__ImageSemanticSegmentation   \n",
+       "677  ViTL16__ImageSemanticSegmentation   \n",
+       "678  ViTL16__ImageSemanticSegmentation   \n",
+       "679  ViTL16__ImageSemanticSegmentation   \n",
+       "\n",
+       "                                       workload  \n",
+       "0         DEEPSEEK__TextClassification__default  \n",
+       "1         DEEPSEEK__TextClassification__default  \n",
+       "2         DEEPSEEK__TextClassification__default  \n",
+       "3         DEEPSEEK__TextClassification__default  \n",
+       "4         DEEPSEEK__TextClassification__default  \n",
+       "..                                          ...  \n",
+       "675  ViTL16__ImageSemanticSegmentation__default  \n",
+       "676  ViTL16__ImageSemanticSegmentation__default  \n",
+       "677  ViTL16__ImageSemanticSegmentation__default  \n",
+       "678  ViTL16__ImageSemanticSegmentation__default  \n",
+       "679  ViTL16__ImageSemanticSegmentation__default  \n",
+       "\n",
+       "[680 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "df = pd.read_csv('meta.csv')\n",
+    "\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "2d875356",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "import pandas as pd\n",
+    "\n",
+    "# ==== Network-related Metrics Description Text ====\n",
+    "network_text = \"\"\"\n",
+    "NetworkInterStat_diff:rx_bytes.*.*[Bytes] — Bytes received on <Interface> during sample window (delta).\n",
+    "NetworkInterStat_diff:rx_packets.*.*[count] — Packets received during window (delta).\n",
+    "NetworkInterStat_diff:rx_errs.*.*[count] — Receive errors in window (delta).\n",
+    "NetworkInterStat_diff:rx_drop.*.*[count] — Received packets dropped in window (delta).\n",
+    "NetworkInterStat_diff:rx_fifo.*.*[count] — RX FIFO errors in window (delta).\n",
+    "NetworkInterStat_diff:rx_frame.*.*[count] — RX frame alignment errors in window (delta).\n",
+    "NetworkInterStat_diff:rx_compressed.*.*[count] — Compressed Rx packets in window (delta).\n",
+    "NetworkInterStat_diff:rx_multicast.*.*[count] — Multicast Rx packets in window (delta).\n",
+    "NetworkInterStat_diff:tx_bytes.*.*[Bytes] — Bytes transmitted on <Interface> during window (delta).\n",
+    "NetworkInterStat_diff:tx_packets.*.*[count] — Packets transmitted during window (delta).\n",
+    "NetworkInterStat_diff:tx_errs.*.*[count] — Transmit errors in window (delta).\n",
+    "NetworkInterStat_diff:tx_drop.*.*[count] — Transmit drops in window (delta).\n",
+    "NetworkInterStat_diff:tx_fifo.*.*[count] — TX FIFO errors in window (delta).\n",
+    "NetworkInterStat_diff:tx_colls.*.*[count] — TX collisions in window (delta).\n",
+    "NetworkInterStat_diff:tx_carrier.*.*[count] — Carrier errors on TX in window (delta).\n",
+    "NetworkInterStat_diff:tx_compressed.*.*[count] — Compressed Tx packets in window (delta).\n",
+    "NetworkInterStat_diff:NetworkUtilization.*.*[%] — Interface bandwidth utilization percent for the sample window (sampled / derived).\n",
+    "NetworkProtocolCounts:TCP.*[count] — Number of TCP connections (instant or sampled depending on collector).\n",
+    "NetworkProtocolCounts:UDP.*[count] — Number of UDP endpoints/sockets (instant).\n",
+    "NetworkProtocolCounts:UNIX.*[count] — Number of UNIX domain sockets (instant).\n",
+    "NetworkProtocolCounts:RAW.*[count] — Raw sockets count (instant).\n",
+    "NetworkProtocolCounts:DCCP.*[count] — DCCP sockets count (instant, if applicable).\n",
+    "NetworkProtocolCounts:SCTP.*[count] — SCTP connections count (instant, if applicable).\n",
+    "NetworkProtocolCounts:local_to.*[count] — Local-to connection count (collector-defined semantics).\n",
+    "NetworkProtocolCounts:to_local.*[count] — To-local connection count (collector-defined semantics).\n",
+    "NetworkProtocolCounts:total_connections.*[count] — Total tracked connections (instant / sampled).\n",
+    "NetworkTCPRetrans_diff:TcpRetransSegs.*[count] — TCP retransmitted segments in the sample window (delta).\n",
+    "NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.*[count] — TCP SYN retransmissions in window (delta).\n",
+    "NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.*[count] — Retransmissions that were subsequently lost (delta).\n",
+    "\"\"\"\n",
+    "\n",
+    "# ==== Extract Metrics and Descriptions ====\n",
+    "network_metrics = re.findall(r\"^([A-Za-z0-9_:.*\\[\\]]+)\\s+—\\s+(.*)$\", network_text, flags=re.M)\n",
+    "df_metrics = pd.DataFrame(network_metrics, columns=[\"metric_pattern\", \"description\"])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "0a1046bd",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-26T09-41-59_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>21504048.0</td>\n",
+       "      <td>5662.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.2</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>31028162.0</td>\n",
+       "      <td>4602.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.4</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>40552276.0</td>\n",
+       "      <td>3543.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.6</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>50076390.0</td>\n",
+       "      <td>2483.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.25</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.8</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>59600504.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         21504048.0       \n",
+       "1                                         31028162.0       \n",
+       "2                                         40552276.0       \n",
+       "3                                         50076390.0       \n",
+       "4                                         59600504.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             5662.0    \n",
+       "1                                             4602.5    \n",
+       "2                                             3543.0    \n",
+       "3                                             2483.5    \n",
+       "4                                             1424.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                               1.00      \n",
+       "1                                               0.75      \n",
+       "2                                               0.50      \n",
+       "3                                               0.25      \n",
+       "4                                               0.00      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       65.2   \n",
+       "1                                       65.4   \n",
+       "2                                       65.6   \n",
+       "3                                       65.8   \n",
+       "4                                       66.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       313.0   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-26T17-25-16_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>12506853.0</td>\n",
+       "      <td>11156.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>18448372.0</td>\n",
+       "      <td>7862.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.333333</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                                NaN       \n",
+       "3                                         12506853.0       \n",
+       "4                                         18448372.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                                NaN    \n",
+       "3                                       11156.000000    \n",
+       "4                                        7862.666667    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                NaN            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                NaN         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                NaN  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       65.0   \n",
+       "2                                       65.0   \n",
+       "3                                       65.0   \n",
+       "4                                       65.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.000000      \n",
+       "1                                           0.000000      \n",
+       "2                                           0.000000      \n",
+       "3                                           0.000000      \n",
+       "4                                           1.333333      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-27T01-02-52_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>38412827.0</td>\n",
+       "      <td>13888.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>42157768.0</td>\n",
+       "      <td>12164.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>45902709.0</td>\n",
+       "      <td>10440.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>49647650.0</td>\n",
+       "      <td>8717.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>53392591.0</td>\n",
+       "      <td>6993.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         38412827.0       \n",
+       "1                                         42157768.0       \n",
+       "2                                         45902709.0       \n",
+       "3                                         49647650.0       \n",
+       "4                                         53392591.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            13888.0    \n",
+       "1                                            12164.4    \n",
+       "2                                            10440.8    \n",
+       "3                                             8717.2    \n",
+       "4                                             6993.6    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                1.0      \n",
+       "1                                                0.8      \n",
+       "2                                                0.6      \n",
+       "3                                                0.4      \n",
+       "4                                                0.2      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       35.0   \n",
+       "1                                       35.0   \n",
+       "2                                       35.0   \n",
+       "3                                       35.0   \n",
+       "4                                       35.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       313.0   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-27T08-42-53_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>15143210.0</td>\n",
+       "      <td>2856.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>29655934.0</td>\n",
+       "      <td>6790.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>44168658.0</td>\n",
+       "      <td>10724.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>58681382.0</td>\n",
+       "      <td>14658.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>73194106.0</td>\n",
+       "      <td>18592.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         15143210.0       \n",
+       "1                                         29655934.0       \n",
+       "2                                         44168658.0       \n",
+       "3                                         58681382.0       \n",
+       "4                                         73194106.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             2856.0    \n",
+       "1                                             6790.0    \n",
+       "2                                            10724.0    \n",
+       "3                                            14658.0    \n",
+       "4                                            18592.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       55.0   \n",
+       "1                                       55.0   \n",
+       "2                                       55.0   \n",
+       "3                                       55.0   \n",
+       "4                                       55.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       313.0   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-27T16-03-52_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
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+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
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+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
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+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
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+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>4.143565e+07</td>\n",
+       "      <td>34758.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
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+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3.880963e+07</td>\n",
+       "      <td>23433.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
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+       "      <td>0.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.333333</td>\n",
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+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>3.618360e+07</td>\n",
+       "      <td>12108.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
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+       "      <td>0.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.666667</td>\n",
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+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                       4.143565e+07       \n",
+       "3                                       3.880963e+07       \n",
+       "4                                       3.618360e+07       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                       34758.000000    \n",
+       "3                                       23433.333333    \n",
+       "4                                       12108.666667    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       70.0   \n",
+       "3                                       70.0   \n",
+       "4                                       70.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.000000      \n",
+       "1                                           0.000000      \n",
+       "2                                           0.000000      \n",
+       "3                                           0.333333      \n",
+       "4                                           0.666667      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-27T23-33-04_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
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+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.2</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                                NaN       \n",
+       "3                                                NaN       \n",
+       "4                                                NaN       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                                NaN    \n",
+       "3                                                NaN    \n",
+       "4                                                NaN    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                NaN            \n",
+       "3                                                NaN            \n",
+       "4                                                NaN            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                NaN         \n",
+       "3                                                NaN         \n",
+       "4                                                NaN         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                NaN   \n",
+       "4                                                NaN   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                NaN   \n",
+       "4                                                NaN   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                NaN  ...   \n",
+       "3                                                NaN  ...   \n",
+       "4                                                NaN  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                         NaN   \n",
+       "4                                         NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                        NaN   \n",
+       "4                                        NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                        NaN   \n",
+       "4                                        NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                         NaN   \n",
+       "4                                         NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                1.0      \n",
+       "1                                                0.8      \n",
+       "2                                                0.6      \n",
+       "3                                                0.4      \n",
+       "4                                                0.2      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-28T06-57-11_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>37193715.0</td>\n",
+       "      <td>7454.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>38033948.0</td>\n",
+       "      <td>10813.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>38874181.0</td>\n",
+       "      <td>14172.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                         37193715.0       \n",
+       "3                                         38033948.0       \n",
+       "4                                         38874181.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                        7454.000000    \n",
+       "3                                       10813.333333    \n",
+       "4                                       14172.666667    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       67.0   \n",
+       "3                                       67.0   \n",
+       "4                                       67.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-28T14-23-34_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>18660596.00</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>28559869.25</td>\n",
+       "      <td>3303.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>38459142.50</td>\n",
+       "      <td>4255.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>48358415.75</td>\n",
+       "      <td>5206.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>58257689.00</td>\n",
+       "      <td>6158.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                        18660596.00       \n",
+       "1                                        28559869.25       \n",
+       "2                                        38459142.50       \n",
+       "3                                        48358415.75       \n",
+       "4                                        58257689.00       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             2352.0    \n",
+       "1                                             3303.5    \n",
+       "2                                             4255.0    \n",
+       "3                                             5206.5    \n",
+       "4                                             6158.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       67.0   \n",
+       "1                                       67.0   \n",
+       "2                                       67.0   \n",
+       "3                                       67.0   \n",
+       "4                                       67.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       313.0   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.5      \n",
+       "3                                                1.0      \n",
+       "4                                                1.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-28T21-53-34_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
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+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>5.786221e+07</td>\n",
+       "      <td>16806.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>7.245643e+07</td>\n",
+       "      <td>12960.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>8.705065e+07</td>\n",
+       "      <td>9115.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1.016449e+08</td>\n",
+       "      <td>5270.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                       5.786221e+07       \n",
+       "2                                       7.245643e+07       \n",
+       "3                                       8.705065e+07       \n",
+       "4                                       1.016449e+08       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                       16806.000000    \n",
+       "2                                       12960.666667    \n",
+       "3                                        9115.333333    \n",
+       "4                                        5270.000000    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       68.0   \n",
+       "2                                       68.0   \n",
+       "3                                       68.0   \n",
+       "4                                       68.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                3.0      \n",
+       "3                                                6.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_DEEPSEEKforInference_default_2025-04-29T05-24-53_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
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+       "      <th>0</th>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
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+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2.788646e+07</td>\n",
+       "      <td>30054.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3.493162e+07</td>\n",
+       "      <td>23807.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4.197678e+07</td>\n",
+       "      <td>17560.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                       2.788646e+07       \n",
+       "3                                       3.493162e+07       \n",
+       "4                                       4.197678e+07       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                       30054.000000    \n",
+       "3                                       23807.333333    \n",
+       "4                                       17560.666667    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       37.0   \n",
+       "2                                       37.0   \n",
+       "3                                       37.0   \n",
+       "4                                       37.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.5      \n",
+       "2                                                1.0      \n",
+       "3                                                1.5      \n",
+       "4                                                2.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-26T09-09-37_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
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+    {
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>28621907.8</td>\n",
+       "      <td>14306.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>37694926.6</td>\n",
+       "      <td>13999.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>46767945.4</td>\n",
+       "      <td>13692.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>55840964.2</td>\n",
+       "      <td>13385.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>64913983.0</td>\n",
+       "      <td>13078.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         28621907.8       \n",
+       "1                                         37694926.6       \n",
+       "2                                         46767945.4       \n",
+       "3                                         55840964.2       \n",
+       "4                                         64913983.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            14306.8    \n",
+       "1                                            13999.6    \n",
+       "2                                            13692.4    \n",
+       "3                                            13385.2    \n",
+       "4                                            13078.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       64.0   \n",
+       "1                                       64.0   \n",
+       "2                                       64.0   \n",
+       "3                                       64.0   \n",
+       "4                                       64.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-26T16-45-42_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>15003988.0</td>\n",
+       "      <td>26846.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>24386112.4</td>\n",
+       "      <td>21908.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>314.6</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>33768236.8</td>\n",
+       "      <td>16971.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>314.2</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.666667</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>43150361.2</td>\n",
+       "      <td>12034.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.8</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.333333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>52532485.6</td>\n",
+       "      <td>7097.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.4</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         15003988.0       \n",
+       "1                                         24386112.4       \n",
+       "2                                         33768236.8       \n",
+       "3                                         43150361.2       \n",
+       "4                                         52532485.6       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            26846.0    \n",
+       "1                                            21908.8    \n",
+       "2                                            16971.6    \n",
+       "3                                            12034.4    \n",
+       "4                                             7097.2    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       64.0   \n",
+       "1                                       64.0   \n",
+       "2                                       64.0   \n",
+       "3                                       64.0   \n",
+       "4                                       64.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       315.0   \n",
+       "1                                       314.6   \n",
+       "2                                       314.2   \n",
+       "3                                       313.8   \n",
+       "4                                       313.4   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.000000      \n",
+       "1                                           0.000000      \n",
+       "2                                           0.666667      \n",
+       "3                                           1.333333      \n",
+       "4                                           2.000000      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-27T00-22-53_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>23509848.0</td>\n",
+       "      <td>4486.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>29664398.8</td>\n",
+       "      <td>4977.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>35818949.6</td>\n",
+       "      <td>5468.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>41973500.4</td>\n",
+       "      <td>5959.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>48128051.2</td>\n",
+       "      <td>6450.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         23509848.0       \n",
+       "1                                         29664398.8       \n",
+       "2                                         35818949.6       \n",
+       "3                                         41973500.4       \n",
+       "4                                         48128051.2       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             4486.0    \n",
+       "1                                             4977.2    \n",
+       "2                                             5468.4    \n",
+       "3                                             5959.6    \n",
+       "4                                             6450.8    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       33.0   \n",
+       "3                                       33.0   \n",
+       "4                                       33.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-27T08-09-25_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>19388748.5</td>\n",
+       "      <td>25683.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>38449665.0</td>\n",
+       "      <td>26369.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>57510581.5</td>\n",
+       "      <td>27054.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>76571498.0</td>\n",
+       "      <td>27740.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>75398585.5</td>\n",
+       "      <td>21615.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         19388748.5       \n",
+       "1                                         38449665.0       \n",
+       "2                                         57510581.5       \n",
+       "3                                         76571498.0       \n",
+       "4                                         75398585.5       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            25683.5    \n",
+       "1                                            26369.0    \n",
+       "2                                            27054.5    \n",
+       "3                                            27740.0    \n",
+       "4                                            21615.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       50.0   \n",
+       "2                                       50.0   \n",
+       "3                                       50.0   \n",
+       "4                                       50.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                1.5      \n",
+       "3                                                3.0      \n",
+       "4                                                1.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-27T15-31-14_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "    }\n",
+       "\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>65404146.0</td>\n",
+       "      <td>8758.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>61888485.0</td>\n",
+       "      <td>10799.833333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>58372824.0</td>\n",
+       "      <td>12841.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>54857163.0</td>\n",
+       "      <td>14883.500000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                         65404146.0       \n",
+       "2                                         61888485.0       \n",
+       "3                                         58372824.0       \n",
+       "4                                         54857163.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                        8758.000000    \n",
+       "2                                       10799.833333    \n",
+       "3                                       12841.666667    \n",
+       "4                                       14883.500000    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       60.0   \n",
+       "2                                       60.0   \n",
+       "3                                       60.0   \n",
+       "4                                       60.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                1.5      \n",
+       "3                                                3.0      \n",
+       "4                                                4.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-27T22-58-54_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
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+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>18067980.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>26184776.0</td>\n",
+       "      <td>2443.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>34301572.0</td>\n",
+       "      <td>2578.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>42418368.0</td>\n",
+       "      <td>2713.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                         18067980.0       \n",
+       "2                                         26184776.0       \n",
+       "3                                         34301572.0       \n",
+       "4                                         42418368.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                             2308.0    \n",
+       "2                                             2443.0    \n",
+       "3                                             2578.0    \n",
+       "4                                             2713.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       74.0   \n",
+       "2                                       74.0   \n",
+       "3                                       74.0   \n",
+       "4                                       74.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                1.0      \n",
+       "4                                                2.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-28T06-23-10_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>17415603.00</td>\n",
+       "      <td>4486.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>26474368.75</td>\n",
+       "      <td>5228.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>35533134.50</td>\n",
+       "      <td>5970.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>44591900.25</td>\n",
+       "      <td>6712.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.25</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>53650666.00</td>\n",
+       "      <td>7454.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                        17415603.00       \n",
+       "1                                        26474368.75       \n",
+       "2                                        35533134.50       \n",
+       "3                                        44591900.25       \n",
+       "4                                        53650666.00       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             4486.0    \n",
+       "1                                             5228.0    \n",
+       "2                                             5970.0    \n",
+       "3                                             6712.0    \n",
+       "4                                             7454.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                               1.00      \n",
+       "1                                               0.75      \n",
+       "2                                               0.50      \n",
+       "3                                               0.25      \n",
+       "4                                               0.00      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       80.0   \n",
+       "1                                       80.0   \n",
+       "2                                       80.0   \n",
+       "3                                       80.0   \n",
+       "4                                       80.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.5      \n",
+       "4                                                1.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-28T13-51-31_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>4.031049e+07</td>\n",
+       "      <td>23078.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>3.995674e+07</td>\n",
+       "      <td>19685.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.960300e+07</td>\n",
+       "      <td>16292.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3.924925e+07</td>\n",
+       "      <td>12899.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>3.889551e+07</td>\n",
+       "      <td>9506.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                       4.031049e+07       \n",
+       "1                                       3.995674e+07       \n",
+       "2                                       3.960300e+07       \n",
+       "3                                       3.924925e+07       \n",
+       "4                                       3.889551e+07       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            23078.0    \n",
+       "1                                            19685.0    \n",
+       "2                                            16292.0    \n",
+       "3                                            12899.0    \n",
+       "4                                             9506.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       68.0   \n",
+       "1                                       68.0   \n",
+       "2                                       68.0   \n",
+       "3                                       68.0   \n",
+       "4                                       68.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                1.0      \n",
+       "3                                                2.0      \n",
+       "4                                                2.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-28T21-18-38_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>40488058.0</td>\n",
+       "      <td>13888.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>39124548.0</td>\n",
+       "      <td>12120.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>37761038.0</td>\n",
+       "      <td>10352.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                         40488058.0       \n",
+       "3                                         39124548.0       \n",
+       "4                                         37761038.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                            13888.0    \n",
+       "3                                            12120.0    \n",
+       "4                                            10352.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       66.0   \n",
+       "2                                       66.0   \n",
+       "3                                       66.0   \n",
+       "4                                       66.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                1.0      \n",
+       "4                                                2.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_LLAMAforInference_default_2025-04-29T04-46-54_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
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+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
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+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
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+       "      <td>NaN</td>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    <tr>\n",
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+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
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+       "      <td>1.0</td>\n",
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+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
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+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                                NaN       \n",
+       "3                                                NaN       \n",
+       "4                                                NaN       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                                NaN    \n",
+       "3                                                NaN    \n",
+       "4                                                NaN    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                NaN            \n",
+       "3                                                NaN            \n",
+       "4                                                NaN            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                NaN         \n",
+       "3                                                NaN         \n",
+       "4                                                NaN         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                NaN   \n",
+       "4                                                NaN   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                NaN   \n",
+       "3                                                NaN   \n",
+       "4                                                NaN   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                NaN      \n",
+       "4                                                NaN      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                NaN  ...   \n",
+       "3                                                NaN  ...   \n",
+       "4                                                NaN  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                         NaN   \n",
+       "4                                         NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                        NaN   \n",
+       "4                                        NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                        NaN   \n",
+       "4                                        NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                         NaN   \n",
+       "4                                         NaN   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             NaN   \n",
+       "1                                             NaN   \n",
+       "2                                             NaN   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             NaN   \n",
+       "1                                             NaN   \n",
+       "2                                             NaN   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                NaN         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                NaN                \n",
+       "1                                                NaN                \n",
+       "2                                                NaN                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                NaN            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                NaN      \n",
+       "3                                                2.0      \n",
+       "4                                                1.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-26T08-32-44_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>21986645.2</td>\n",
+       "      <td>18012.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>25700736.4</td>\n",
+       "      <td>14728.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>29414827.6</td>\n",
+       "      <td>11445.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>33128918.8</td>\n",
+       "      <td>8161.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>36843010.0</td>\n",
+       "      <td>4878.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         21986645.2       \n",
+       "1                                         25700736.4       \n",
+       "2                                         29414827.6       \n",
+       "3                                         33128918.8       \n",
+       "4                                         36843010.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            18012.4    \n",
+       "1                                            14728.8    \n",
+       "2                                            11445.2    \n",
+       "3                                             8161.6    \n",
+       "4                                             4878.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       60.0   \n",
+       "1                                       60.0   \n",
+       "2                                       60.0   \n",
+       "3                                       60.0   \n",
+       "4                                       60.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                1.0      \n",
+       "4                                                2.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-26T16-10-06_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>22766180.0</td>\n",
+       "      <td>15054.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>37927340.0</td>\n",
+       "      <td>11662.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>53088500.0</td>\n",
+       "      <td>8270.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>68249660.0</td>\n",
+       "      <td>4878.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>58199416.0</td>\n",
+       "      <td>3952.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         22766180.0       \n",
+       "1                                         37927340.0       \n",
+       "2                                         53088500.0       \n",
+       "3                                         68249660.0       \n",
+       "4                                         58199416.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                            15054.0    \n",
+       "1                                            11662.0    \n",
+       "2                                             8270.0    \n",
+       "3                                             4878.0    \n",
+       "4                                             3952.5    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       34.0   \n",
+       "1                                       34.0   \n",
+       "2                                       34.0   \n",
+       "3                                       34.0   \n",
+       "4                                       34.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-26T23-45-58_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>13534995.0</td>\n",
+       "      <td>5518.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>23354053.6</td>\n",
+       "      <td>5024.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>33173112.2</td>\n",
+       "      <td>4530.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>42992170.8</td>\n",
+       "      <td>4036.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>52811229.4</td>\n",
+       "      <td>3542.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         13534995.0       \n",
+       "1                                         23354053.6       \n",
+       "2                                         33173112.2       \n",
+       "3                                         42992170.8       \n",
+       "4                                         52811229.4       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             5518.0    \n",
+       "1                                             5024.0    \n",
+       "2                                             4530.0    \n",
+       "3                                             4036.0    \n",
+       "4                                             3542.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       75.0   \n",
+       "1                                       75.0   \n",
+       "2                                       75.0   \n",
+       "3                                       75.0   \n",
+       "4                                       75.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       326.0   \n",
+       "1                                       326.0   \n",
+       "2                                       326.0   \n",
+       "3                                       326.0   \n",
+       "4                                       326.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                3.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-27T07-33-50_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
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+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
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+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2.687088e+07</td>\n",
+       "      <td>13462.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.949095e+07</td>\n",
+       "      <td>10185.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>5.211103e+07</td>\n",
+       "      <td>6908.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>6.473110e+07</td>\n",
+       "      <td>3632.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                       2.687088e+07       \n",
+       "2                                       3.949095e+07       \n",
+       "3                                       5.211103e+07       \n",
+       "4                                       6.473110e+07       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                       13462.000000    \n",
+       "2                                       10185.333333    \n",
+       "3                                        6908.666667    \n",
+       "4                                        3632.000000    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       63.0   \n",
+       "2                                       63.0   \n",
+       "3                                       63.0   \n",
+       "4                                       63.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                1.0      \n",
+       "3                                                2.0      \n",
+       "4                                                3.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-27T14-56-09_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
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+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.333333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.666667</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>29168433.0</td>\n",
+       "      <td>23634.000000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>34829548.0</td>\n",
+       "      <td>16017.333333</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.000000</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>1.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>40490663.0</td>\n",
+       "      <td>8400.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67.666667</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN       \n",
+       "1                                                NaN       \n",
+       "2                                         29168433.0       \n",
+       "3                                         34829548.0       \n",
+       "4                                         40490663.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                                NaN    \n",
+       "1                                                NaN    \n",
+       "2                                       23634.000000    \n",
+       "3                                       16017.333333    \n",
+       "4                                        8400.666667    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN            \n",
+       "1                                                NaN            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN         \n",
+       "1                                                NaN         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                NaN   \n",
+       "1                                                NaN   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                NaN      \n",
+       "1                                                NaN      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                NaN  ...   \n",
+       "1                                                NaN  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                  68.000000   \n",
+       "4                                  67.666667   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                        NaN   \n",
+       "1                                        NaN   \n",
+       "2                                        NaN   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                         NaN   \n",
+       "1                                         NaN   \n",
+       "2                                         NaN   \n",
+       "3                                       326.0   \n",
+       "4                                       326.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.5            \n",
+       "4                                                1.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.333333      \n",
+       "1                                           0.666667      \n",
+       "2                                           1.000000      \n",
+       "3                                           1.000000      \n",
+       "4                                           1.000000      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-27T22-20-31_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>13880328.0</td>\n",
+       "      <td>4486.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>30880730.5</td>\n",
+       "      <td>5162.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>47881133.0</td>\n",
+       "      <td>5838.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.333333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>64881535.5</td>\n",
+       "      <td>6514.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.666667</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>81881938.0</td>\n",
+       "      <td>7190.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.000000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         13880328.0       \n",
+       "1                                         30880730.5       \n",
+       "2                                         47881133.0       \n",
+       "3                                         64881535.5       \n",
+       "4                                         81881938.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             4486.0    \n",
+       "1                                             5162.0    \n",
+       "2                                             5838.0    \n",
+       "3                                             6514.0    \n",
+       "4                                             7190.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       58.0   \n",
+       "1                                       58.0   \n",
+       "2                                       58.0   \n",
+       "3                                       58.0   \n",
+       "4                                       58.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       313.0   \n",
+       "1                                       313.0   \n",
+       "2                                       313.0   \n",
+       "3                                       313.0   \n",
+       "4                                       313.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.000000      \n",
+       "1                                           0.000000      \n",
+       "2                                           0.333333      \n",
+       "3                                           0.666667      \n",
+       "4                                           1.000000      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-28T05-49-11_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>21031164.25</td>\n",
+       "      <td>6444.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.25</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>37568098.50</td>\n",
+       "      <td>9187.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>54105032.75</td>\n",
+       "      <td>11929.5</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>70641967.00</td>\n",
+       "      <td>14672.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>65005926.00</td>\n",
+       "      <td>12318.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.333333</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                        21031164.25       \n",
+       "1                                        37568098.50       \n",
+       "2                                        54105032.75       \n",
+       "3                                        70641967.00       \n",
+       "4                                        65005926.00       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             6444.5    \n",
+       "1                                             9187.0    \n",
+       "2                                            11929.5    \n",
+       "3                                            14672.0    \n",
+       "4                                            12318.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                               0.25      \n",
+       "1                                               0.50      \n",
+       "2                                               0.75      \n",
+       "3                                               1.00      \n",
+       "4                                               0.75      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       71.0   \n",
+       "1                                       71.0   \n",
+       "2                                       71.0   \n",
+       "3                                       71.0   \n",
+       "4                                       71.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                           0.000000      \n",
+       "1                                           0.000000      \n",
+       "2                                           0.000000      \n",
+       "3                                           0.000000      \n",
+       "4                                           1.333333      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-28T13-17-30_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1.342895e+07</td>\n",
+       "      <td>6287.142857</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>73.000000</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>314.000000</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2.419965e+07</td>\n",
+       "      <td>7696.285714</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>72.833333</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.666667</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3.497034e+07</td>\n",
+       "      <td>9105.428571</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>72.666667</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.333333</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4.574104e+07</td>\n",
+       "      <td>10514.571429</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>72.500000</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>313.000000</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5.651174e+07</td>\n",
+       "      <td>11923.714286</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>72.333333</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.666667</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                       1.342895e+07       \n",
+       "1                                       2.419965e+07       \n",
+       "2                                       3.497034e+07       \n",
+       "3                                       4.574104e+07       \n",
+       "4                                       5.651174e+07       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                        6287.142857    \n",
+       "1                                        7696.285714    \n",
+       "2                                        9105.428571    \n",
+       "3                                       10514.571429    \n",
+       "4                                       11923.714286    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                  73.000000   \n",
+       "1                                  72.833333   \n",
+       "2                                  72.666667   \n",
+       "3                                  72.500000   \n",
+       "4                                  72.333333   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                  314.000000   \n",
+       "1                                  313.666667   \n",
+       "2                                  313.333333   \n",
+       "3                                  313.000000   \n",
+       "4                                  312.666667   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                1.0      \n",
+       "1                                                2.0      \n",
+       "2                                                3.0      \n",
+       "3                                                1.0      \n",
+       "4                                                1.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-28T20-43-02_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>21511728.00</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.00</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>29985832.25</td>\n",
+       "      <td>4549.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.25</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.25</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>38459936.50</td>\n",
+       "      <td>6746.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.50</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>46934040.75</td>\n",
+       "      <td>8943.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.75</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>68.75</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>55408145.00</td>\n",
+       "      <td>11140.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>69.00</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.5</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                        21511728.00       \n",
+       "1                                        29985832.25       \n",
+       "2                                        38459936.50       \n",
+       "3                                        46934040.75       \n",
+       "4                                        55408145.00       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             2352.0    \n",
+       "1                                             4549.0    \n",
+       "2                                             6746.0    \n",
+       "3                                             8943.0    \n",
+       "4                                            11140.0    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                               0.00      \n",
+       "1                                               0.25      \n",
+       "2                                               0.50      \n",
+       "3                                               0.75      \n",
+       "4                                               1.00      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                      68.00   \n",
+       "1                                      68.25   \n",
+       "2                                      68.50   \n",
+       "3                                      68.75   \n",
+       "4                                      69.00   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       318.0   \n",
+       "1                                       319.0   \n",
+       "2                                       320.0   \n",
+       "3                                       321.0   \n",
+       "4                                       322.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                2.5      \n",
+       "3                                                5.0      \n",
+       "4                                                3.5      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading: ./infer_separated/data_MISTRALforInference_default_2025-04-29T04-11-47_htc-g003.txt\n",
+      "Matched 44 columns:\n",
+      "['NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_frame.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_multicast.ib0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:rx_packets.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_bytes.ens1f0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_bytes.ib0.htc-g003[Bytes]', 'NetworkInterStat_diff:tx_carrier.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_carrier.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_colls.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_compressed.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_drop.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_errs.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_fifo.ib0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ens1f0.htc-g003[count]', 'NetworkInterStat_diff:tx_packets.ib0.htc-g003[count]', 'NetworkProtocolCounts:DCCP.htc-g003[count]', 'NetworkProtocolCounts:RAW.htc-g003[count]', 'NetworkProtocolCounts:SCTP.htc-g003[count]', 'NetworkProtocolCounts:TCP.htc-g003[count]', 'NetworkProtocolCounts:UDP.htc-g003[count]', 'NetworkProtocolCounts:UNIX.htc-g003[count]', 'NetworkProtocolCounts:local_to.htc-g003[count]', 'NetworkProtocolCounts:to_local.htc-g003[count]', 'NetworkProtocolCounts:total_connections.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]', 'NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]']\n"
+     ]
+    },
+    {
+     "data": {
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+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]</th>\n",
+       "      <th>NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]</th>\n",
+       "      <th>...</th>\n",
+       "      <th>NetworkProtocolCounts:SCTP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:TCP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UDP.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:UNIX.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:local_to.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:to_local.htc-g003[count]</th>\n",
+       "      <th>NetworkProtocolCounts:total_connections.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]</th>\n",
+       "      <th>NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>13535942.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>23096714.0</td>\n",
+       "      <td>4739.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>32657486.0</td>\n",
+       "      <td>7126.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>42218258.0</td>\n",
+       "      <td>9513.6</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51779030.0</td>\n",
+       "      <td>11900.8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   NetworkInterStat_diff:rx_bytes.ens1f0.htc-g003[Bytes]  \\\n",
+       "0                                         13535942.0       \n",
+       "1                                         23096714.0       \n",
+       "2                                         32657486.0       \n",
+       "3                                         42218258.0       \n",
+       "4                                         51779030.0       \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_bytes.ib0.htc-g003[Bytes]  \\\n",
+       "0                                             2352.0    \n",
+       "1                                             4739.2    \n",
+       "2                                             7126.4    \n",
+       "3                                             9513.6    \n",
+       "4                                            11900.8    \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_compressed.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0         \n",
+       "1                                                0.0         \n",
+       "2                                                0.0         \n",
+       "3                                                0.0         \n",
+       "4                                                0.0         \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_drop.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_errs.ib0.htc-g003[count]  \\\n",
+       "0                                                0.0   \n",
+       "1                                                0.0   \n",
+       "2                                                0.0   \n",
+       "3                                                0.0   \n",
+       "4                                                0.0   \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ens1f0.htc-g003[count]  \\\n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.0      \n",
+       "4                                                0.0      \n",
+       "\n",
+       "   NetworkInterStat_diff:rx_fifo.ib0.htc-g003[count]  ...  \\\n",
+       "0                                                0.0  ...   \n",
+       "1                                                0.0  ...   \n",
+       "2                                                0.0  ...   \n",
+       "3                                                0.0  ...   \n",
+       "4                                                0.0  ...   \n",
+       "\n",
+       "   NetworkProtocolCounts:SCTP.htc-g003[count]  \\\n",
+       "0                                         0.0   \n",
+       "1                                         0.0   \n",
+       "2                                         0.0   \n",
+       "3                                         0.0   \n",
+       "4                                         0.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:TCP.htc-g003[count]  \\\n",
+       "0                                       71.0   \n",
+       "1                                       71.0   \n",
+       "2                                       71.0   \n",
+       "3                                       71.0   \n",
+       "4                                       71.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UDP.htc-g003[count]  \\\n",
+       "0                                       18.0   \n",
+       "1                                       18.0   \n",
+       "2                                       18.0   \n",
+       "3                                       18.0   \n",
+       "4                                       18.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:UNIX.htc-g003[count]  \\\n",
+       "0                                       312.0   \n",
+       "1                                       312.0   \n",
+       "2                                       312.0   \n",
+       "3                                       312.0   \n",
+       "4                                       312.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:local_to.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:to_local.htc-g003[count]  \\\n",
+       "0                                             1.0   \n",
+       "1                                             1.0   \n",
+       "2                                             1.0   \n",
+       "3                                             1.0   \n",
+       "4                                             1.0   \n",
+       "\n",
+       "   NetworkProtocolCounts:total_connections.htc-g003[count]  \\\n",
+       "0                                                2.0         \n",
+       "1                                                2.0         \n",
+       "2                                                2.0         \n",
+       "3                                                2.0         \n",
+       "4                                                2.0         \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.htc-g003[count]  \\\n",
+       "0                                                0.0                \n",
+       "1                                                0.0                \n",
+       "2                                                0.0                \n",
+       "3                                                0.0                \n",
+       "4                                                0.0                \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.htc-g003[count]  \\\n",
+       "0                                                0.0            \n",
+       "1                                                0.0            \n",
+       "2                                                0.0            \n",
+       "3                                                0.0            \n",
+       "4                                                0.0            \n",
+       "\n",
+       "   NetworkTCPRetrans_diff:TcpRetransSegs.htc-g003[count]  \n",
+       "0                                                0.0      \n",
+       "1                                                0.0      \n",
+       "2                                                0.0      \n",
+       "3                                                0.5      \n",
+       "4                                                1.0      \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# ==== Only focus on 'llm' mode and 'infer' phase ====\n",
+    "for file in df[(df['mode'] == 'llm') & (df['phase'] == 'infer')]['source_file'].tolist():\n",
+    "    print(f\"Reading: {file}\")\n",
+    "    data = pd.read_csv(file, sep='\\t', header=0)\n",
+    "\n",
+    "    # ==== Find matching columns based on the memory patterns ====\n",
+    "    matched_cols = []\n",
+    "    for pattern in df_metrics[\"metric_pattern\"]:\n",
+    "        # Replace .* in the regular expression with the actual regular expression matching pattern\n",
+    "        regex = pattern.replace(\".*\", \".*\")\n",
+    "        matched = [col for col in data.columns if re.match(regex, col)]\n",
+    "        matched_cols.extend(matched)\n",
+    "\n",
+    "    # Deduplication and sorting\n",
+    "    matched_cols = list(sorted(set(matched_cols)))\n",
+    "\n",
+    "    print(f\"Matched {len(matched_cols)} columns:\")\n",
+    "    print(matched_cols)\n",
+    "\n",
+    "    # ==== Extract data from these columns ====\n",
+    "    data_selected = data[matched_cols]\n",
+    "\n",
+    "    # ==== Optional: Merge description information (matching by regular expression pattern) ====\n",
+    "    # Create a mapping for metric_name -> description (using the first matching rule)\n",
+    "    desc_map = {}\n",
+    "    for _, row in df_metrics.iterrows():\n",
+    "        regex = row['metric_pattern'].replace(\".*\", \".*\")\n",
+    "        for col in matched_cols:\n",
+    "            if re.match(regex, col):\n",
+    "                desc_map[col] = row['description']\n",
+    "\n",
+    "    desc_df = pd.DataFrame(list(desc_map.items()), columns=[\"metric_name\", \"description\"])\n",
+    "\n",
+    "    # display(desc_df.head())\n",
+    "    display(data_selected.head())\n",
+    "\n",
+    "    # break"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
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