{ "cells": [ { "cell_type": "code", "execution_count": 2, "id": "efdc584c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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source_filen_rowsn_colsphasemodemodeltaskdatasetmodel_taskworkload
0./train_separated/data_DEEPSEEKforTextClassifi...17595678fine-tuningllmDEEPSEEKTextClassificationdefaultDEEPSEEK__TextClassificationDEEPSEEK__TextClassification__default
1./train_separated/data_DEEPSEEKforTextClassifi...19203678fine-tuningllmDEEPSEEKTextClassificationdefaultDEEPSEEK__TextClassificationDEEPSEEK__TextClassification__default
2./train_separated/data_DEEPSEEKforTextClassifi...18854678fine-tuningllmDEEPSEEKTextClassificationdefaultDEEPSEEK__TextClassificationDEEPSEEK__TextClassification__default
3./train_separated/data_DEEPSEEKforTextClassifi...17782678fine-tuningllmDEEPSEEKTextClassificationdefaultDEEPSEEK__TextClassificationDEEPSEEK__TextClassification__default
4./train_separated/data_DEEPSEEKforTextClassifi...17700678fine-tuningllmDEEPSEEKTextClassificationdefaultDEEPSEEK__TextClassificationDEEPSEEK__TextClassification__default
.................................
675./infer_separated/infer_ViTL16forImageSemantic...93678infernonllmViTL16ImageSemanticSegmentationdefaultViTL16__ImageSemanticSegmentationViTL16__ImageSemanticSegmentation__default
676./infer_separated/infer_ViTL16forImageSemantic...94678infernonllmViTL16ImageSemanticSegmentationdefaultViTL16__ImageSemanticSegmentationViTL16__ImageSemanticSegmentation__default
677./infer_separated/infer_ViTL16forImageSemantic...106678infernonllmViTL16ImageSemanticSegmentationdefaultViTL16__ImageSemanticSegmentationViTL16__ImageSemanticSegmentation__default
678./infer_separated/infer_ViTL16forImageSemantic...114678infernonllmViTL16ImageSemanticSegmentationdefaultViTL16__ImageSemanticSegmentationViTL16__ImageSemanticSegmentation__default
679./infer_separated/infer_ViTL16forImageSemantic...105678infernonllmViTL16ImageSemanticSegmentationdefaultViTL16__ImageSemanticSegmentationViTL16__ImageSemanticSegmentation__default
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680 rows × 10 columns

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" ], "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 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 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": { "text/html": [ "
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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]...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]
021504048.05662.00.00.01.000.00.00.00.00.0...0.065.218.0313.01.01.02.00.00.00.0
131028162.04602.50.00.00.750.00.00.00.00.0...0.065.418.0313.01.01.02.00.00.00.0
240552276.03543.00.00.00.500.00.00.00.00.0...0.065.618.0313.01.01.02.00.00.00.0
350076390.02483.50.00.00.250.00.00.00.00.0...0.065.818.0313.01.01.02.00.00.00.0
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5 rows × 44 columns

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" ], "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": { "text/html": [ "
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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]', 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'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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'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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'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]', 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\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]', 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'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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5 rows × 44 columns

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'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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\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]', 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'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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\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]', 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'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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\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]', 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'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]', 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\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]', 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'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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'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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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]', 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'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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\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]', 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'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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'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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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", 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'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]', 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\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: 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5 rows × 44 columns

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" ], "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]', 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'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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5 rows × 44 columns

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" ], "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 }